Date: 2021-07-26 11:16:20 CEST, cola version: 1.9.4
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First the variable is renamed to res_rh.
res_rh = rh
The partition hierarchy and all available functions which can be applied to res_rh object.
res_rh
#> A 'HierarchicalPartition' object with 'ATC:skmeans' method.
#> On a matrix with 12668 rows and 3514 columns.
#> Performed in total 13200 partitions.
#> There are 58 groups under the following parameters:
#> - min_samples: 35
#> - mean_silhouette_cutoff: 0.9
#> - min_n_signatures: 533 (signatures are selected based on:)
#> - fdr_cutoff: 0.05
#> - group_diff (scaled values): 0.5
#>
#> Hierarchy of the partition:
#> 0, 3514 cols
#> |-- 01, 1355 cols, 1619 signatures
#> | |-- 011, 898 cols, 59 signatures (c)
#> | |-- 012, 275 cols, 1854 signatures
#> | | |-- 0121, 109 cols, 529 signatures (c)
#> | | |-- 0122, 108 cols, 1037 signatures
#> | | | |-- 01221, 84 cols, 518 signatures (c)
#> | | | `-- 01222, 24 cols (b)
#> | | `-- 0123, 58 cols (b)
#> | `-- 013, 182 cols, 581 signatures
#> | |-- 0131, 134 cols, 204 signatures (c)
#> | `-- 0132, 48 cols (b)
#> `-- 02, 2159 cols, 10998 signatures
#> |-- 021, 532 cols, 3750 signatures
#> | |-- 0211, 243 cols, 755 signatures
#> | | |-- 02111, 146 cols, 623 signatures
#> | | | |-- 021111, 75 cols, 32 signatures (c)
#> | | | `-- 021112, 71 cols, 241 signatures (c)
#> | | `-- 02112, 97 cols, 1732 signatures
#> | | |-- 021121, 41 cols (b)
#> | | |-- 021122, 28 cols (b)
#> | | `-- 021123, 28 cols (b)
#> | |-- 0212, 238 cols, 672 signatures
#> | | |-- 02121, 142 cols, 1150 signatures
#> | | | |-- 021211, 52 cols (b)
#> | | | |-- 021212, 56 cols (b)
#> | | | `-- 021213, 34 cols (b)
#> | | `-- 02122, 96 cols, 543 signatures
#> | | |-- 021221, 37 cols (b)
#> | | |-- 021222, 37 cols (b)
#> | | `-- 021223, 22 cols (b)
#> | `-- 0213, 51 cols (b)
#> |-- 022, 600 cols, 8594 signatures
#> | |-- 0221, 234 cols, 7550 signatures
#> | | |-- 02211, 108 cols, 3208 signatures
#> | | | |-- 022111, 39 cols (b)
#> | | | |-- 022112, 31 cols (b)
#> | | | |-- 022113, 21 cols (b)
#> | | | `-- 022114, 17 cols (b)
#> | | |-- 02212, 69 cols (b)
#> | | `-- 02213, 57 cols (b)
#> | |-- 0222, 225 cols, 4952 signatures
#> | | |-- 02221, 109 cols, 1857 signatures
#> | | | |-- 022211, 36 cols (b)
#> | | | |-- 022212, 36 cols (b)
#> | | | `-- 022213, 37 cols (b)
#> | | |-- 02222, 90 cols, 3402 signatures
#> | | | |-- 022221, 35 cols (b)
#> | | | |-- 022222, 16 cols (b)
#> | | | |-- 022223, 21 cols (b)
#> | | | `-- 022224, 18 cols (b)
#> | | `-- 02223, 26 cols (b)
#> | `-- 0223, 141 cols, 7097 signatures
#> | |-- 02231, 45 cols (b)
#> | |-- 02232, 47 cols (b)
#> | |-- 02233, 35 cols (b)
#> | `-- 02234, 14 cols (b)
#> |-- 023, 499 cols, 6027 signatures
#> | |-- 0231, 166 cols, 4137 signatures
#> | | |-- 02311, 58 cols (b)
#> | | |-- 02312, 83 cols, 899 signatures
#> | | | |-- 023121, 45 cols (b)
#> | | | |-- 023122, 25 cols (b)
#> | | | `-- 023123, 13 cols (b)
#> | | `-- 02313, 25 cols (b)
#> | |-- 0232, 255 cols, 2828 signatures
#> | | |-- 02321, 85 cols, 282 signatures (c)
#> | | |-- 02322, 67 cols (b)
#> | | |-- 02323, 56 cols (b)
#> | | `-- 02324, 47 cols (b)
#> | `-- 0233, 78 cols, 608 signatures
#> | |-- 02331, 47 cols (b)
#> | `-- 02332, 31 cols (b)
#> `-- 024, 528 cols, 2643 signatures
#> |-- 0241, 176 cols, 1332 signatures
#> | |-- 02411, 107 cols, 68 signatures (c)
#> | `-- 02412, 69 cols (b)
#> |-- 0242, 194 cols, 3093 signatures
#> | |-- 02421, 65 cols (b)
#> | |-- 02422, 84 cols, 1513 signatures
#> | | |-- 024221, 36 cols (b)
#> | | |-- 024222, 28 cols (b)
#> | | `-- 024223, 20 cols (b)
#> | `-- 02423, 45 cols (b)
#> `-- 0243, 158 cols, 3292 signatures
#> |-- 02431, 70 cols, 129 signatures (c)
#> |-- 02432, 68 cols (b)
#> `-- 02433, 20 cols (b)
#> Stop reason:
#> b) Subgroup had too few columns.
#> c) There were too few signatures.
#>
#> Following methods can be applied to this 'HierarchicalPartition' object:
#> [1] "all_leaves" "all_nodes" "cola_report" "collect_classes"
#> [5] "colnames" "compare_signatures" "dimension_reduction" "functional_enrichment"
#> [9] "get_anno_col" "get_anno" "get_children_nodes" "get_classes"
#> [13] "get_matrix" "get_signatures" "is_leaf_node" "max_depth"
#> [17] "merge_node" "ncol" "node_info" "node_level"
#> [21] "nrow" "rownames" "show" "split_node"
#> [25] "suggest_best_k" "test_to_known_factors" "top_rows_heatmap" "top_rows_overlap"
#>
#> You can get result for a single node by e.g. object["01"]
The call of hierarchical_partition() was:
#> hierarchical_partition(data = lt$mat, anno = lt$anno, subset = 500, cores = 4)
Dimension of the input matrix:
mat = get_matrix(res_rh)
dim(mat)
#> [1] 12668 3514
All the methods that were tried:
res_rh@param$combination_method
#> [[1]]
#> [1] "ATC" "skmeans"
The density distribution for each sample is visualized as one column in the following heatmap. The clustering is based on the distance which is the Kolmogorov-Smirnov statistic between two distributions.
library(ComplexHeatmap)
densityHeatmap(mat, top_annotation = HeatmapAnnotation(df = get_anno(res_rh),
col = get_anno_col(res_rh)), ylab = "value", cluster_columns = TRUE, show_column_names = FALSE,
mc.cores = 1)
Some values about the hierarchy:
all_nodes(res_rh)
#> [1] "0" "01" "011" "012" "0121" "0122" "01221" "01222" "0123" "013"
#> [11] "0131" "0132" "02" "021" "0211" "02111" "021111" "021112" "02112" "021121"
#> [21] "021122" "021123" "0212" "02121" "021211" "021212" "021213" "02122" "021221" "021222"
#> [31] "021223" "0213" "022" "0221" "02211" "022111" "022112" "022113" "022114" "02212"
#> [41] "02213" "0222" "02221" "022211" "022212" "022213" "02222" "022221" "022222" "022223"
#> [51] "022224" "02223" "0223" "02231" "02232" "02233" "02234" "023" "0231" "02311"
#> [61] "02312" "023121" "023122" "023123" "02313" "0232" "02321" "02322" "02323" "02324"
#> [71] "0233" "02331" "02332" "024" "0241" "02411" "02412" "0242" "02421" "02422"
#> [81] "024221" "024222" "024223" "02423" "0243" "02431" "02432" "02433"
all_leaves(res_rh)
#> [1] "011" "0121" "01221" "01222" "0123" "0131" "0132" "021111" "021112" "021121"
#> [11] "021122" "021123" "021211" "021212" "021213" "021221" "021222" "021223" "0213" "022111"
#> [21] "022112" "022113" "022114" "02212" "02213" "022211" "022212" "022213" "022221" "022222"
#> [31] "022223" "022224" "02223" "02231" "02232" "02233" "02234" "02311" "023121" "023122"
#> [41] "023123" "02313" "02321" "02322" "02323" "02324" "02331" "02332" "02411" "02412"
#> [51] "02421" "024221" "024222" "024223" "02423" "02431" "02432" "02433"
node_info(res_rh)
#> id best_method depth best_k n_columns n_signatures p_signatures is_leaf
#> 1 0 ATC:skmeans 1 2 3514 10671 0.84236 FALSE
#> 2 01 ATC:skmeans 2 3 1355 1619 0.12780 FALSE
#> 3 011 ATC:skmeans 3 2 898 59 0.00466 TRUE
#> 4 012 ATC:skmeans 3 3 275 1854 0.14635 FALSE
#> 5 0121 ATC:skmeans 4 3 109 529 0.04176 TRUE
#> 6 0122 ATC:skmeans 4 2 108 1037 0.08186 FALSE
#> 7 01221 ATC:skmeans 5 3 84 518 0.04089 TRUE
#> 8 01222 not applied 5 NA 24 NA NA TRUE
#> 9 0123 not applied 4 NA 58 NA NA TRUE
#> 10 013 ATC:skmeans 3 2 182 581 0.04586 FALSE
#> 11 0131 ATC:skmeans 4 3 134 204 0.01610 TRUE
#> 12 0132 not applied 4 NA 48 NA NA TRUE
#> 13 02 ATC:skmeans 2 4 2159 10998 0.86817 FALSE
#> 14 021 ATC:skmeans 3 3 532 3750 0.29602 FALSE
#> 15 0211 ATC:skmeans 4 2 243 755 0.05960 FALSE
#> 16 02111 ATC:skmeans 5 2 146 623 0.04918 FALSE
#> 17 021111 ATC:skmeans 6 2 75 32 0.00253 TRUE
#> 18 021112 ATC:skmeans 6 2 71 241 0.01902 TRUE
#> 19 02112 ATC:skmeans 5 3 97 1732 0.13672 FALSE
#> 20 021121 not applied 6 NA 41 NA NA TRUE
#> 21 021122 not applied 6 NA 28 NA NA TRUE
#> 22 021123 not applied 6 NA 28 NA NA TRUE
#> 23 0212 ATC:skmeans 4 2 238 672 0.05305 FALSE
#> 24 02121 ATC:skmeans 5 3 142 1150 0.09078 FALSE
#> 25 021211 not applied 6 NA 52 NA NA TRUE
#> 26 021212 not applied 6 NA 56 NA NA TRUE
#> 27 021213 not applied 6 NA 34 NA NA TRUE
#> 28 02122 ATC:skmeans 5 3 96 543 0.04286 FALSE
#> 29 021221 not applied 6 NA 37 NA NA TRUE
#> 30 021222 not applied 6 NA 37 NA NA TRUE
#> 31 021223 not applied 6 NA 22 NA NA TRUE
#> 32 0213 not applied 4 NA 51 NA NA TRUE
#> 33 022 ATC:skmeans 3 3 600 8594 0.67840 FALSE
#> 34 0221 ATC:skmeans 4 3 234 7550 0.59599 FALSE
#> 35 02211 ATC:skmeans 5 4 108 3208 0.25324 FALSE
#> 36 022111 not applied 6 NA 39 NA NA TRUE
#> 37 022112 not applied 6 NA 31 NA NA TRUE
#> 38 022113 not applied 6 NA 21 NA NA TRUE
#> 39 022114 not applied 6 NA 17 NA NA TRUE
#> 40 02212 not applied 5 NA 69 NA NA TRUE
#> 41 02213 not applied 5 NA 57 NA NA TRUE
#> 42 0222 ATC:skmeans 4 3 225 4952 0.39091 FALSE
#> 43 02221 ATC:skmeans 5 3 109 1857 0.14659 FALSE
#> 44 022211 not applied 6 NA 36 NA NA TRUE
#> 45 022212 not applied 6 NA 36 NA NA TRUE
#> 46 022213 not applied 6 NA 37 NA NA TRUE
#> 47 02222 ATC:skmeans 5 4 90 3402 0.26855 FALSE
#> 48 022221 not applied 6 NA 35 NA NA TRUE
#> 49 022222 not applied 6 NA 16 NA NA TRUE
#> 50 022223 not applied 6 NA 21 NA NA TRUE
#> 51 022224 not applied 6 NA 18 NA NA TRUE
#> 52 02223 not applied 5 NA 26 NA NA TRUE
#> 53 0223 ATC:skmeans 4 4 141 7097 0.56023 FALSE
#> 54 02231 not applied 5 NA 45 NA NA TRUE
#> 55 02232 not applied 5 NA 47 NA NA TRUE
#> 56 02233 not applied 5 NA 35 NA NA TRUE
#> 57 02234 not applied 5 NA 14 NA NA TRUE
#> 58 023 ATC:skmeans 3 3 499 6027 0.47577 FALSE
#> 59 0231 ATC:skmeans 4 3 166 4137 0.32657 FALSE
#> 60 02311 not applied 5 NA 58 NA NA TRUE
#> 61 02312 ATC:skmeans 5 3 83 899 0.07097 FALSE
#> 62 023121 not applied 6 NA 45 NA NA TRUE
#> 63 023122 not applied 6 NA 25 NA NA TRUE
#> 64 023123 not applied 6 NA 13 NA NA TRUE
#> 65 02313 not applied 5 NA 25 NA NA TRUE
#> 66 0232 ATC:skmeans 4 4 255 2828 0.22324 FALSE
#> 67 02321 ATC:skmeans 5 2 85 282 0.02226 TRUE
#> 68 02322 not applied 5 NA 67 NA NA TRUE
#> 69 02323 not applied 5 NA 56 NA NA TRUE
#> 70 02324 not applied 5 NA 47 NA NA TRUE
#> 71 0233 ATC:skmeans 4 2 78 608 0.04799 FALSE
#> 72 02331 not applied 5 NA 47 NA NA TRUE
#> 73 02332 not applied 5 NA 31 NA NA TRUE
#> 74 024 ATC:skmeans 3 3 528 2643 0.20864 FALSE
#> 75 0241 ATC:skmeans 4 2 176 1332 0.10515 FALSE
#> 76 02411 ATC:skmeans 5 2 107 68 0.00537 TRUE
#> 77 02412 not applied 5 NA 69 NA NA TRUE
#> 78 0242 ATC:skmeans 4 3 194 3093 0.24416 FALSE
#> 79 02421 not applied 5 NA 65 NA NA TRUE
#> 80 02422 ATC:skmeans 5 3 84 1513 0.11943 FALSE
#> 81 024221 not applied 6 NA 36 NA NA TRUE
#> 82 024222 not applied 6 NA 28 NA NA TRUE
#> 83 024223 not applied 6 NA 20 NA NA TRUE
#> 84 02423 not applied 5 NA 45 NA NA TRUE
#> 85 0243 ATC:skmeans 4 3 158 3292 0.25987 FALSE
#> 86 02431 ATC:skmeans 5 2 70 129 0.01018 TRUE
#> 87 02432 not applied 5 NA 68 NA NA TRUE
#> 88 02433 not applied 5 NA 20 NA NA TRUE
In the output from node_info(), there are the following columns:
id: The node id.best_method: The best method selected.depth: Depth of the node in the hierarchy.best_k: Best number of groups of the partition on that node.n_columns: Number of columns in the submatrix.n_signatures: Number of signatures with the best_k.p_signatures: Proportion of hte signatures in total number of rows in the matrix.is_leaf: Whether the node is a leaf.Labels of nodes are encoded in a special way. The number of digits correspond to the depth of the node in the hierarchy and the value of the digits correspond to the index of the subgroup in the current node, E.g. a label of “012” means the node is the second subgroup of the partition which is the first subgroup of the root node.
Following table shows the best k (number of partitions) for each node in the
partition hierarchy. Clicking on the node name in the table goes to the
corresponding section for the partitioning on that node.
The cola vignette explains the definition of the metrics used for determining the best number of partitions.
suggest_best_k(res_rh)
| Node | Best method | Is leaf | Best k | 1-PAC | Mean silhouette | Concordance | #samples | |
|---|---|---|---|---|---|---|---|---|
| Node0 | ATC:skmeans | 4 | 1.00 | 0.99 | 1.00 | 3514 | ** | |
| Node01 | ATC:skmeans | 4 | 0.99 | 0.95 | 0.98 | 1355 | ** | |
| Node011-leaf | ATC:skmeans | ✓ (c) | 3 | 0.95 | 0.94 | 0.98 | 898 | * |
| Node012 | ATC:skmeans | 3 | 1.00 | 0.99 | 0.99 | 275 | ** | |
| Node0121-leaf | ATC:skmeans | ✓ (c) | 4 | 0.97 | 0.94 | 0.98 | 109 | ** |
| Node0122 | ATC:skmeans | 2 | 1.00 | 0.97 | 0.99 | 108 | ** | |
| Node01221-leaf | ATC:skmeans | ✓ (c) | 3 | 1.00 | 0.96 | 0.98 | 84 | ** |
| Node01222-leaf | not applied | ✓ (b) | 24 | |||||
| Node0123-leaf | not applied | ✓ (b) | 58 | |||||
| Node013 | ATC:skmeans | 2 | 1.00 | 0.99 | 1.00 | 182 | ** | |
| Node0131-leaf | ATC:skmeans | ✓ (c) | 3 | 1.00 | 0.97 | 0.99 | 134 | ** |
| Node0132-leaf | not applied | ✓ (b) | 48 | |||||
| Node02 | ATC:skmeans | 4 | 0.99 | 0.96 | 0.97 | 2159 | ** | |
| Node021 | ATC:skmeans | 3 | 1.00 | 0.96 | 0.98 | 532 | ** | |
| Node0211 | ATC:skmeans | 2 | 1.00 | 0.98 | 0.99 | 243 | ** | |
| Node02111 | ATC:skmeans | 4 | 0.92 | 0.91 | 0.95 | 146 | * | |
| Node021111-leaf | ATC:skmeans | ✓ (c) | 4 | 0.90 | 0.90 | 0.95 | 75 | * |
| Node021112-leaf | ATC:skmeans | ✓ (c) | 3 | 0.98 | 0.93 | 0.96 | 71 | ** |
| Node02112 | ATC:skmeans | 3 | 1.00 | 0.98 | 0.99 | 97 | ** | |
| Node021121-leaf | not applied | ✓ (b) | 41 | |||||
| Node021122-leaf | not applied | ✓ (b) | 28 | |||||
| Node021123-leaf | not applied | ✓ (b) | 28 | |||||
| Node0212 | ATC:skmeans | 2 | 0.93 | 0.95 | 0.98 | 238 | * | |
| Node02121 | ATC:skmeans | 4 | 0.98 | 0.93 | 0.97 | 142 | ** | |
| Node021211-leaf | not applied | ✓ (b) | 52 | |||||
| Node021212-leaf | not applied | ✓ (b) | 56 | |||||
| Node021213-leaf | not applied | ✓ (b) | 34 | |||||
| Node02122 | ATC:skmeans | 3 | 0.97 | 0.95 | 0.98 | 96 | ** | |
| Node021221-leaf | not applied | ✓ (b) | 37 | |||||
| Node021222-leaf | not applied | ✓ (b) | 37 | |||||
| Node021223-leaf | not applied | ✓ (b) | 22 | |||||
| Node0213-leaf | not applied | ✓ (b) | 51 | |||||
| Node022 | ATC:skmeans | 4 | 0.91 | 0.90 | 0.95 | 600 | * | |
| Node0221 | ATC:skmeans | 4 | 0.99 | 0.95 | 0.98 | 234 | ** | |
| Node02211 | ATC:skmeans | 4 | 1.00 | 0.97 | 0.98 | 108 | ** | |
| Node022111-leaf | not applied | ✓ (b) | 39 | |||||
| Node022112-leaf | not applied | ✓ (b) | 31 | |||||
| Node022113-leaf | not applied | ✓ (b) | 21 | |||||
| Node022114-leaf | not applied | ✓ (b) | 17 | |||||
| Node02212-leaf | not applied | ✓ (b) | 69 | |||||
| Node02213-leaf | not applied | ✓ (b) | 57 | |||||
| Node0222 | ATC:skmeans | 4 | 0.91 | 0.90 | 0.96 | 225 | * | |
| Node02221 | ATC:skmeans | 4 | 0.90 | 0.86 | 0.94 | 109 | * | |
| Node022211-leaf | not applied | ✓ (b) | 36 | |||||
| Node022212-leaf | not applied | ✓ (b) | 36 | |||||
| Node022213-leaf | not applied | ✓ (b) | 37 | |||||
| Node02222 | ATC:skmeans | 4 | 1.00 | 0.99 | 1.00 | 90 | ** | |
| Node022221-leaf | not applied | ✓ (b) | 35 | |||||
| Node022222-leaf | not applied | ✓ (b) | 16 | |||||
| Node022223-leaf | not applied | ✓ (b) | 21 | |||||
| Node022224-leaf | not applied | ✓ (b) | 18 | |||||
| Node02223-leaf | not applied | ✓ (b) | 26 | |||||
| Node0223 | ATC:skmeans | 4 | 1.00 | 0.96 | 0.98 | 141 | ** | |
| Node02231-leaf | not applied | ✓ (b) | 45 | |||||
| Node02232-leaf | not applied | ✓ (b) | 47 | |||||
| Node02233-leaf | not applied | ✓ (b) | 35 | |||||
| Node02234-leaf | not applied | ✓ (b) | 14 | |||||
| Node023 | ATC:skmeans | 3 | 1.00 | 0.97 | 0.99 | 499 | ** | |
| Node0231 | ATC:skmeans | 3 | 1.00 | 0.98 | 0.99 | 166 | ** | |
| Node02311-leaf | not applied | ✓ (b) | 58 | |||||
| Node02312 | ATC:skmeans | 3 | 1.00 | 0.97 | 0.99 | 83 | ** | |
| Node023121-leaf | not applied | ✓ (b) | 45 | |||||
| Node023122-leaf | not applied | ✓ (b) | 25 | |||||
| Node023123-leaf | not applied | ✓ (b) | 13 | |||||
| Node02313-leaf | not applied | ✓ (b) | 25 | |||||
| Node0232 | ATC:skmeans | 4 | 1.00 | 0.96 | 0.97 | 255 | ** | |
| Node02321-leaf | ATC:skmeans | ✓ (c) | 3 | 0.91 | 0.89 | 0.95 | 85 | * |
| Node02322-leaf | not applied | ✓ (b) | 67 | |||||
| Node02323-leaf | not applied | ✓ (b) | 56 | |||||
| Node02324-leaf | not applied | ✓ (b) | 47 | |||||
| Node0233 | ATC:skmeans | 3 | 0.91 | 0.91 | 0.97 | 78 | * | |
| Node02331-leaf | not applied | ✓ (b) | 47 | |||||
| Node02332-leaf | not applied | ✓ (b) | 31 | |||||
| Node024 | ATC:skmeans | 3 | 1.00 | 0.97 | 0.99 | 528 | ** | |
| Node0241 | ATC:skmeans | 2 | 1.00 | 1.00 | 1.00 | 176 | ** | |
| Node02411-leaf | ATC:skmeans | ✓ (c) | 3 | 0.93 | 0.94 | 0.97 | 107 | * |
| Node02412-leaf | not applied | ✓ (b) | 69 | |||||
| Node0242 | ATC:skmeans | 3 | 1.00 | 1.00 | 1.00 | 194 | ** | |
| Node02421-leaf | not applied | ✓ (b) | 65 | |||||
| Node02422 | ATC:skmeans | 4 | 0.94 | 0.94 | 0.96 | 84 | * | |
| Node024221-leaf | not applied | ✓ (b) | 36 | |||||
| Node024222-leaf | not applied | ✓ (b) | 28 | |||||
| Node024223-leaf | not applied | ✓ (b) | 20 | |||||
| Node02423-leaf | not applied | ✓ (b) | 45 | |||||
| Node0243 | ATC:skmeans | 3 | 1.00 | 0.98 | 0.98 | 158 | ** | |
| Node02431-leaf | ATC:skmeans | ✓ (c) | 2 | 0.97 | 0.95 | 0.98 | 70 | ** |
| Node02432-leaf | not applied | ✓ (b) | 68 | |||||
| Node02433-leaf | not applied | ✓ (b) | 20 |
Stop reason: b) Subgroup had too few columns. c) There were too few signatures.
**: 1-PAC > 0.95, *: 1-PAC > 0.9
The nodes of the hierarchy can be merged by setting the merge_node parameters. Here we
control the hierarchy with the min_n_signatures parameter. The value of min_n_signatures is
from node_info().
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 543))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 581))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 608))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 623))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 672))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 755))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 899))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 1037))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 1150))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 1332))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 1513))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 1619))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 1732))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 1854))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 1857))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 2643))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 2828))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 3093))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 3208))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 3292))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 3402))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 3750))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 4137))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 4952))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 6027))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 7097))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 7550))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 8594))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 10671))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
collect_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 10998))
#> Error in dimnames(x) <- dn: length of 'dimnames' [2] not equal to array extent
Following shows the table of the partitions (You need to click the show/hide code output link to see it).
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 543))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "011" "011" "011" "011" "0131"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "0121" "021222" "021221" "02212" "02324"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "021221" "02322" "02322" "02321" "02323"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "02411" "01221" "021222"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "011" "011" "011" "021213" "02412"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "02322" "02321" "0213" "02212" "011"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "02321" "011" "011" "02321" "02412"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "011" "02212" "02324" "02322" "02331"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "021221" "01221" "02323" "021222" "02412"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "011" "02321" "02323" "02212" "011"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "02332" "02321" "02323" "02331" "02412"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "02331" "02323" "02323" "02322" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024223" "0131" "0131" "011" "011"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "021211" "02321" "0132" "021221" "02322"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "02322" "02331" "011" "02324" "02412"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "0132" "02331" "021211" "02412" "02332"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "02324" "011" "011" "02324" "021222"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "011" "02412" "011" "02331" "021112"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "011" "02322" "011" "02323" "0131"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "021223" "011" "02321" "011" "0132"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "02324" "02321" "011" "02324" "02321"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "02321" "02212" "021122" "011"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "021223" "02321" "02412" "011" "02411"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "011" "021221" "02331" "011" "011"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "02322" "021222" "011" "02321" "011"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "011" "02324" "02323" "02324" "011"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "011" "021221" "02412" "02321"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "011" "02321" "0131" "011" "011"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "02411" "01222" "011" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "02331" "02331" "02212" "02311" "011"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "02322" "021221" "02212" "011" "021222"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "02331" "021222" "011" "02324" "021223"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "0132" "02321" "011" "02324" "021222"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "02324" "011" "011" "021122" "02323"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "021222" "02321" "02331" "02411" "02323"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "02331" "02331" "02321" "02331" "02324"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "011" "021223" "011" "021221" "02324"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "02321" "02323" "02331" "02322" "02332"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "02412" "02212" "011" "02322" "02321"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "0132" "02412" "02321" "011" "02411"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "02321" "0121" "011" "02321" "021222"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "02322" "02331" "011" "021221" "0131"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "02322" "02322" "02332" "021222" "021111"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "011" "02331" "02321" "02331" "021123"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "02323" "011" "0132" "021123" "011"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "011" "011" "02332" "021222" "02324"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "02322" "021222" "02323" "0132" "02322"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "021221" "021222" "02212" "02322" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "02323" "02321" "024223" "021221" "02323"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "021122" "021222" "02321" "021223" "02322"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "02331" "01222" "011" "021222" "011"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "011" "011" "02321" "024223" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "011" "01222" "02331" "02321" "02321"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "02412" "02331" "021223" "0131" "02323"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "02321" "02323" "02322" "011" "02324"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "02331" "021112" "021221" "02412" "024223"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "011" "02322" "011" "011" "02323"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "02323" "01221" "02331" "02332" "02332"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "011" "021223" "02322" "011" "02322"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "011" "02412" "02323" "011"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "011" "0121" "011" "011" "02323"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "011" "02323" "02332" "011" "02323"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "021221" "02322" "02322" "02331" "011"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "02321" "0131" "02331" "02323" "021222"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01221" "021211" "02212" "02212" "02322"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "02323" "02332" "011" "02323" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "02321" "021223" "02323" "02321" "02322"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01222" "02321" "02322" "011" "02321"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "02322" "02324" "021223" "02322" "024223"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "02412" "021112" "0132" "02323" "02321"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "02412" "02321" "011" "011" "02322"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "02321" "021221" "02324" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "02322" "02324" "02212" "0131"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "011" "0131" "011" "02324" "0132"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "0131" "02412" "02324" "011" "011"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "021222" "0131" "011" "011" "02332"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "02322" "02321" "021211"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "0123" "011" "02212" "011" "02323"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "011" "02412" "02311" "021112" "02322"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "021223" "02324" "011" "02324" "02412"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "011" "02322" "02322" "011" "02331"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "02332" "011" "011" "02412" "02332"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "02321" "02212" "011" "011" "02331"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "02332" "02331" "02324" "011"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "011" "0121" "02324" "02332" "02321"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "011" "021112" "011" "02322" "011"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "02324" "02323" "02324" "02331" "01221"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "0131" "02322" "02212" "021112" "02323"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "021222" "0131" "0213" "011" "02323"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "02331" "02423" "02321" "021112" "021223"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "02412" "02323" "021112" "02324" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "02324" "011" "011" "0121" "02321"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "02412" "02321" "011" "011" "0131"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "011" "011" "0213" "02212" "02331"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024223" "011" "011" "02324" "024223"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "02323" "011" "021221" "021223" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "02322" "02412" "011" "011" "011"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "011" "02321" "02322" "011" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "02332" "02322" "021221" "021223" "011"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "011" "011" "01222" "024222" "0132"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "02332" "011" "011" "011" "02324"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "02321" "01222" "011" "011" "011"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "0121" "011" "02212" "02433" "011"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "02321" "0132" "02323" "011" "02322"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024223" "011" "011" "02322" "011"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "011" "02323" "02212" "02323" "02324"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "011" "02331" "02324" "02323" "02332"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "011" "02411" "011" "02324" "011"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "02323" "02321" "02323" "02323" "0131"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "02322" "011" "02412" "02323" "02332"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "02332" "02331" "011" "011" "02322"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "02323" "02212" "02331" "021222" "0132"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "02321" "02412" "02412" "02332" "02321"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024223" "02322" "011" "02321" "011"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "021122" "0121" "02321" "011" "02423"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "011" "011" "02311" "02331" "02321"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "021221" "011" "021223" "021221" "02323"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "02331" "02321" "021112" "0132" "02322"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "02323" "0132" "02321" "01222"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "02412" "02331" "011" "02331" "02321"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "02412" "02331" "0131" "02322" "02321"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "011" "02332" "011" "02322"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "02322" "011" "02324" "011" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01222" "0213" "02323" "02331" "02331"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "0121" "02323" "02321" "02324" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "011" "011" "011" "011" "024223"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "011" "02332" "02321" "011" "02331"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "011" "011" "0132" "02324" "02321"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "011" "024223" "021112" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "02332" "02331" "011" "021122" "02321"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "011" "02322" "02321" "02332" "02324"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "021221" "011" "02412" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "011" "02332" "011" "02423" "0132"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "011" "0132" "02323" "011" "02321"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "011" "02212" "011" "02412" "011"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "02323" "02322" "02313" "021221" "021221"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "02324" "011" "02321" "021221"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "0131" "0131" "02322" "02332" "02323"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "02324" "02332" "02331" "011" "02332"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "02321" "024222" "01222" "021112" "02324"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "021221" "02321" "0131" "02321"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "02412" "011" "02332" "02324" "02322"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "02332" "02212" "02331" "02331" "024223"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "02412" "011" "02322" "011" "02322"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "02324" "024223" "02212" "0132" "02322"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "02322" "02324" "011" "02322" "02323"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "011" "02322" "02332" "0121"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "011" "021221" "0132" "011" "02324"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "0131" "02324" "024223" "024223" "011"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "02423" "0123" "011" "02212" "02323"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "021221" "0132" "02321" "0121" "021221"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "02322" "02321" "02331" "02321" "02321"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "02321" "02212" "02323" "02212" "02321"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "02324" "011" "011" "0121" "021222"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "02321" "02321" "021213" "021211" "011"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "021222" "021221" "021211" "021222" "021221"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "021212" "024223" "011" "011" "0121"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "021223" "021211" "0131" "02321" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "011" "0213" "011" "02323"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "0131" "02323" "0121" "021211"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "021211" "02234" "02321" "0131" "021213"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "011" "011" "02321" "021223" "02321"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "02321" "011" "0121" "011" "02423"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "02321" "02321" "02321" "021221" "011"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "02321" "02323" "02321" "02212" "021222"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "0121" "011" "021223" "021211" "021221"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "011" "0132" "011" "011" "01222"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "011" "011" "0213" "0132" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "011" "022112" "023122" "021122" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "021122" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "011" "021111" "021112" "023122"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "0132" "021112" "022111" "02311" "011"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01221" "0131" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "021122" "022111" "023122" "021122" "0123"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "02411" "011" "022111" "02322" "02322"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "02423" "022111" "02411" "021112"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "021112" "0131" "02411" "02311" "02411"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "0132" "023122"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "011" "021112" "01221" "0131" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "011" "022112" "011" "021112" "021122"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "011" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "023122" "01221" "023122" "02232" "011"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "011" "011" "022111" "0121" "02411"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "011" "011" "022111" "023122" "023122"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "021112" "021123" "022111" "02311" "02411"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "011" "02311" "02213" "022113" "011"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "011"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "021112" "0121" "02411"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "011" "0121" "023123" "0132" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "023122" "0132" "021111" "021122"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "011" "021112" "022111" "021112" "021122"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "011" "02213" "011" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "011" "0213" "021112" "011" "0132"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "011" "02311" "02213" "021112" "0123"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "021111" "0123" "021122" "02311" "0123"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "02412" "011"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "02411" "02412" "01221" "021111"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "021111" "022111" "02212" "023122" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "023122" "02213" "02213" "02231" "01221"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "021123" "011" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "02411"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "011" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "011" "011" "011" "02311" "023122"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "011" "02232" "021112" "021112" "023123"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "023122" "02233" "023122" "011"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "02412" "011" "023122" "023122" "02412"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "023122" "01221" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "011" "011" "0123" "011" "023122"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "0121" "011" "02411" "021112" "02322"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "0132" "02232" "0123" "02311" "02412"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "011" "022114" "02233" "02411" "0121"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "0131" "021122" "02411" "011" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "021112" "02313" "023123" "011" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "0123" "011" "021112" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "0123" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "021111" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01221" "021112" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "011" "011"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "023122" "011" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "011" "011"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "024223" "021122" "011" "01221"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "0121" "01221" "02311" "02311" "011"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "011" "022114" "02412" "021112" "011"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "011" "02233" "022111" "021112"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "011" "021112" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "011" "02411" "01221"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "021121" "01221" "02311" "02213" "02322"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "0132"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "023122" "0121" "011" "011" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "02411" "011" "021112" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "02322" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "011" "021111" "011" "02423"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "0121" "011" "021112" "022112" "023122"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "023122" "021122"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "021112"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "0131" "021112" "01221" "02412" "0131"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "0131" "024223" "022111" "02311" "02411"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "0123" "02213" "02311" "02213" "011"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "0131" "011" "022111" "01221" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "0123" "023122" "02423" "02412" "023122"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "0131" "011" "0131" "011"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "022213" "011" "011"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "011" "021112" "011" "011" "011"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "011" "01221" "011" "011" "021123"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "02412" "02232" "011" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01222" "02411" "02233" "011" "011"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "011" "011" "02412"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "0121" "0123" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "0121" "011" "021111" "02232" "0121"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "021123" "01221"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "011" "011" "0131" "011" "0123"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "0123" "011" "011"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "0123" "02231" "011" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "011" "0123" "011" "02412" "011"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "011" "022112" "011" "011" "011"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "021111" "011" "022112" "0123" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "011" "0132" "021112"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "011" "011" "01222" "011" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "0131" "02412" "02423"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "02412" "0131" "011" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "0123" "02423" "02313" "011"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "0123" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "011" "022111" "022112" "011" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "011" "02231" "02231" "021111" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "011" "02231" "02231" "011" "0121"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "0132" "0121" "011" "011"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "023121" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "011" "022112" "02213" "011"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "011" "011" "023121" "023121" "011"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "0123" "022111" "02313" "022113" "011"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "011" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "011" "022112" "022111" "02423" "011"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "0131" "022112" "011" "02411" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "011" "02412" "011" "011" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "011" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "02411" "02412" "011" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "011" "02213" "02423" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "011" "02232" "02411" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01221" "022112" "011" "011"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "0123" "02313" "011" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "02412" "01221" "0131" "011"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01221" "02232" "01221" "011" "01221"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "0123" "02412" "0123" "02311" "02412"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "011" "0132" "0131" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01221" "0131" "022114" "0123" "011"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "02412" "02233" "021112" "021122"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "011" "02411" "02212" "011" "011"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "02423" "022111" "011" "02313" "0123"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01221" "011" "0121" "02423"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "021112" "02423" "02232" "02423"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "011" "011"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "0131" "011"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "011" "022112" "011"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01221" "022111" "0132" "011" "021111"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "02411" "011" "011" "02423" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "02423" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "011" "02231" "011"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "0123" "011" "0123"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "011" "011" "011" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "011" "011" "02423" "011" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "02423" "011" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "02423" "0131" "02311" "02412" "01222"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "0121" "023121" "022112" "02231" "0123"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "0131" "011" "021122" "011"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "011" "02231" "02313" "011" "011"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "011" "02213" "011" "01221" "021112"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01222" "02412" "02412"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "0131" "022114" "02232" "01222" "011"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "021123" "021111" "02412"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "011" "0123" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "011" "02231" "02411" "022112" "0132"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "0121" "021111" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "011" "011" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "0123" "021112" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "011" "02423" "02423" "022113" "0123"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "02423" "01222" "011" "011"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "011" "011" "011" "011"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "0131" "011" "011" "011" "01222"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "02411" "01221" "011" "01221" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "0132" "02311" "01221" "011" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "0131" "0131" "021111" "02411"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "011" "011" "023121" "02411" "021111"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "023121" "02411" "011" "02411" "021112"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01221" "0121" "011" "02423"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "02412" "01221" "011" "011"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "021111" "021111" "02423" "021112" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "02412" "011" "01221" "01221" "0121"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "02411" "011" "02212" "0131" "021112"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "0131" "02311" "021112" "021111" "01221"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "021111" "011" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "021111" "011" "0131" "021111" "02411"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "021123" "01221" "0131" "021111" "023121"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "0121" "021111" "02411" "021112" "011"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01221" "021111" "02411" "02411" "01222"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "021112" "02411" "02411" "011" "023121"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "011" "0131" "0131" "021112" "0132"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "011" "023121" "021111" "0121" "0121"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "02411" "02411" "023121" "021112" "011"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "02411" "02423" "021111" "021111" "0121"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "011" "0131" "0131" "01221" "021122"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01221" "011" "021122" "02411" "021123"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "02411" "01221" "021111" "0131" "02411"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "011" "011" "023121" "02231" "021111"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "011" "021111" "023121" "023121"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "02411" "011" "02411" "011"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "021111" "0121" "011" "023121" "021111"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "011" "02233" "011" "021111" "021111"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01221" "0121" "02423" "021112" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "02411" "011" "011" "0121" "023121"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "021122" "0131" "023121" "01221" "021111"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "02411" "02311" "011" "023121" "011"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "02411" "0131" "02232" "0121" "011"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "02423" "021111" "011" "011" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "021111" "01221" "02411" "021111" "021112"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "021122" "023121" "02411" "02411" "023121"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "02411" "01221" "021111" "01221" "02411"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "021112" "02411" "02411" "011" "0121"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "011" "011" "02233" "02411" "021111"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "02423" "02423" "011" "021112" "023121"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "011" "02411" "02411" "02411" "01221"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "02411" "011" "023121" "021122" "02411"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "023121" "02423" "011" "0131" "0121"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01221" "011" "01221" "0131" "011"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "021111" "011" "0121" "01222" "021111"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "021111" "02411" "023121" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "021111" "011" "0121" "021111" "011"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "0131" "0131" "023121" "021111" "023121"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "021112" "023121" "01221" "01222" "0121"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "021123" "011" "01221" "0121" "021111"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "0131" "02411" "021111" "01221" "0121"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "023121" "02411" "011" "023123" "0131"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "0121" "02411" "021122" "011" "02411"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "02423" "011" "0132" "02423" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "02411" "02411" "021112" "02412" "021122"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "0131" "011" "011" "02411" "02411"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "0121" "02423" "021111" "02411" "02411"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01221" "021111" "02423" "021123" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "011" "0131" "0123" "011" "01221"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "021111" "01221" "011" "02411" "02411"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "021111" "011" "022113" "0121" "02411"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "011" "021112" "02411" "0121" "011"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "023121" "011" "011" "02411" "0123"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "023122" "023121" "011" "01221" "02411"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "021112" "023121" "0131" "0213" "0131"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "0131" "021122" "02411" "021111" "023121"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "02411" "011" "021122" "021111" "01221"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "011" "023121" "011" "02411" "021111"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "02423" "023121" "02423" "021111" "0121"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "011" "02411" "021112" "02423" "011"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "0131" "023121" "0131" "01221" "021111"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01221" "0213" "01221" "02411" "02411"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "021111" "02423" "02412" "021111" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "0123" "02423" "0121" "011"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "011" "011" "011" "011" "011"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "011" "011" "011" "011" "011"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "011" "0131" "0131" "0123" "011"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "02411" "0121" "02423" "011" "011"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "011" "011" "011" "0131" "01221"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "011" "011" "0123" "022112" "0123"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01221" "011" "021111" "02313" "01221"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "011" "0121" "011" "0121" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "011" "0131" "011" "011" "011"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "021111" "011" "0123" "011" "0121"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "011" "022111" "021111" "021112" "01221"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "0131" "011" "0121" "0131" "011"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "011" "02233" "023121" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "0121" "02232" "011" "0131" "011"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "02411" "0213" "0131" "021112" "02411"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "0131" "0131" "02411" "011" "011"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "0121" "0131" "011" "011" "011"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "021111" "011" "01221" "011" "01221"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "011" "0121" "01221" "011" "011"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "011" "011" "02411" "011" "0121"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "011" "011" "01221" "023121" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "021123" "02411" "0121" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "0131" "0123" "0131" "011" "0131"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "023121" "011" "022111" "011" "011"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "011" "0123" "01221" "0131" "0131"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "02411" "02213" "011" "011"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "011" "0121" "01221" "011" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "011" "01221" "0121" "011" "011"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "011" "011" "02311" "0121" "01221"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "02411" "011" "02232" "0213" "01221"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "011" "021111" "0123" "011" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "0121" "011" "02233" "011" "011"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "011" "02233" "0121" "0123" "011"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "021111" "0121" "011" "011" "011"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "011" "011" "021111" "023121" "01221"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "011" "011" "011" "011" "011"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "0131" "0131" "011" "023121" "011"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "0131" "0121" "021111" "0131" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "023121" "011" "023121" "011" "011"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "011" "0121" "01221" "01221" "011"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "011" "011" "01221" "0121" "0131"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "021111" "011" "011" "011" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "0123" "0121" "02411" "021112" "0121"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "011" "011" "0131" "0121" "011"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "011" "011" "0121" "02411" "02411"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "02411" "011" "011" "0121"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "011" "0121" "011" "011" "02423"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "011" "011" "021111" "011" "02411"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "011" "0131" "011" "0123" "02411"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "021112" "022113" "0121" "0121"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "0131" "0123" "0121" "0121" "011"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "0131" "011" "01221" "0131" "021111"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "011" "011" "0121" "0131" "011"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "0121" "0131" "011" "02411"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "011" "0121" "0131" "02423" "021223"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "0121" "0121" "011" "011" "023121"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "0131" "0131" "01221" "0131" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "0121" "0123" "011" "011" "011"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "02423" "011" "02234" "023121" "0123"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "011" "0131" "011" "02411" "011"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "011" "01221" "02311" "0121" "0123"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "0131" "02232" "0131" "01221" "0131"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "0131" "011" "0131" "011"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "011" "022111" "0121" "0121" "011"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "02411" "011" "011" "0131" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "0131" "011" "0121" "02411" "011"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "021111" "0121" "0121" "021122" "011"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "021111" "011" "02232" "0131" "0121"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "011" "011" "0131" "0121" "011"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "011" "011" "0121" "021112" "011"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "0123" "011" "011" "0123" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "011" "0131" "0123" "02233" "021111"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "011" "011" "0213" "023121" "011"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "02411" "0121" "011" "011" "011"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "0131" "01221" "0123" "0131" "02411"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "011" "011" "01221" "0131"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "023121" "011" "011" "011" "0131"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "0132" "021212" "021211" "011" "021213"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "021213" "021211" "021213" "021223" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "0121" "02212" "021212" "021211" "021212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "021213" "011" "011" "011" "011"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "011" "011" "011" "021213" "011"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "011" "011" "011" "022222" "021212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "011" "021213" "011" "021212" "021211"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "021222" "011" "021221" "011" "02433"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "021211" "021221" "021212" "021212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "011" "011" "021212" "021211" "011"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "011" "021213" "022222" "021212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "011" "021211" "011" "011" "011"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "011" "021213" "011" "011" "011"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "021211" "021211" "021212" "011" "011"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "021211" "02412" "021212" "011" "021213"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "021212" "021211" "021211" "02433" "021211"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "011" "021211" "021221" "011" "011"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "021211" "011" "021222" "021211" "021212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "02322" "021212" "011" "011" "011"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "021213" "021212" "021213" "022222" "011"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "011" "021221" "02433" "0213" "021211"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "011" "021222" "011" "011"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "0121" "021211" "021221" "021212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "021211" "022222" "011" "021212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "021211" "0213" "021212" "021213" "021212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "011" "021211" "021211" "021212" "011"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "021212" "0213" "021212" "011"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "011" "011" "011" "011" "011"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "011" "011" "021212" "0213" "011"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "011" "01222" "011" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "011" "011" "021211" "0213" "021222"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "011" "021211" "021213" "011" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "021211" "011" "021213" "021212" "021112"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "011" "02212" "021212" "011" "021212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "0132" "021222" "021212" "011" "011"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "021211" "021211" "011" "021223" "011"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "011" "011" "0213" "021212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "011" "021211" "022222" "021213" "011"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "011" "02433" "011" "0213" "011"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "021213" "021213" "011" "02433" "02433"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "011" "021213" "011" "011"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "011" "021213" "011" "021212" "024223"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "011" "011" "011" "011" "0131"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "011" "011" "021221" "021223" "021213"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "021112" "0131" "011" "02433" "011"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "02433" "0213" "02433" "021212" "021212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "021212" "011" "011" "011" "011"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "011" "021213" "0213" "021213" "0121"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "021213" "021211" "011" "011" "021212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "021212" "02433" "021211" "021211" "011"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "011" "021222" "0213" "02433"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "011" "02433" "011" "011" "021222"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "011" "011" "011" "021212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "011" "0213" "011" "0121" "02421"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "011" "021212" "011" "021211" "021213"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "0132" "021212" "021222" "011" "011"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "021212" "011" "021212" "011" "02433"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "021213" "021212" "011" "021212" "011"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "011" "011" "021212" "011" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "021211" "011" "011" "011" "021222"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "021212" "022222" "011" "021211" "011"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "011" "021212" "021212" "011" "011"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "02433" "021213" "021211" "021211" "011"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "02412" "021212" "021212" "021212" "011"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "021223" "0121" "021212" "021222" "0132"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "011" "011" "021221" "011" "011"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "011" "02433" "021211" "024223" "011"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "021211" "021112" "0213" "021222" "011"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "011" "021212" "022222" "021212" "011"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "021211" "021211" "021222" "011" "0121"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "011" "011" "011" "021211" "02433"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "011" "011" "021213" "011" "011"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "011" "021222" "021212" "021213" "011"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "021211" "0213" "021213" "011" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "021212" "011" "021212" "011" "011"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "02433" "021213" "021213" "021212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "02432" "011" "0121" "024221"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024222" "011" "021121" "021121" "021111"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "02432" "011" "011" "02223" "022213"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "022211" "024222" "024221"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "02432" "011" "02431" "022212" "02432"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "02432" "022223" "02432" "011" "011"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "022211" "024221" "02421" "02421" "011"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "011" "011" "011" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024221" "011" "02223" "02431" "02432"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "02432" "021123" "011" "02432" "021121"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "022212" "021123" "011" "0132"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "022213" "02431" "011" "02432" "022211"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "022213" "02432" "022224" "022213" "02412"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "02412" "021121" "02432" "011" "021121"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "011" "024222" "02431" "011" "02421"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "011" "0131" "02421" "02432" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "011" "02432" "02223" "011" "011"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "011" "011" "022223" "011" "022212"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "02431" "02213" "022221" "02421" "02432"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "02431" "02421" "02432" "024221" "02431"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "022213" "02223" "021121" "02421" "0131"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "02431" "02431" "021121" "02431" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "011" "024222" "02421" "02421" "011"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "02431" "011" "024221" "024221" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "02421" "02432" "02432" "02421" "022213"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "0131" "02421" "0213" "02421" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "0132" "022213" "011" "02223" "011"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "02431" "02421" "022211" "02421" "021112"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "022212" "02421" "024222" "022213" "02432"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "022213" "02431" "021112" "022211" "024221"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "02432" "022212" "022211" "021121" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "021123" "0213" "021121" "011" "011"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024221" "011" "024221" "011"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "021121" "02421" "022224" "024222" "02421"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "021121" "022211" "02421" "022211" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "011" "024221" "02421" "02431" "02432"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "011" "02421" "02421" "011"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "022211" "024221" "011" "0131"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "02432" "02432" "011" "02421" "02421"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "02431" "02432" "021121" "011" "022212"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "02421" "022213" "011" "02433"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "02431" "02432" "024221" "02431" "02431"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "02432" "022223" "022211" "011" "02412"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024221" "0123" "022212" "022211" "011"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024222" "0131" "022221" "02223" "011"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "02421" "021121" "02421" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024221" "02421" "02421" "02421" "021121"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "022212" "022213" "021123" "02421" "011"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "021121" "02213" "02421" "02432" "023123"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "022211" "011" "0213" "022221" "022212"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "022213" "02433" "02432" "011" "02432"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "021121" "011" "021121" "022223" "011"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "011" "022211"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "021121" "02431" "02421" "011" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "011" "011" "02223" "022212" "011"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "011" "011" "022224" "02421"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "02431" "02431" "02421" "022212"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "022212" "02431" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "02431" "02223" "02432" "011" "022213"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "011" "02432" "02431" "024221" "021121"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "022212" "02421" "011" "021121" "022213"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "022211" "022212" "02432" "011" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "02431" "0131" "022213" "023123" "024222"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "011" "021121" "024221"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "02431" "021121" "02432" "02431" "024222"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "02432" "02431" "022213" "024222" "02432"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "022213" "022221" "011" "011" "022211"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "0131" "02412" "02421" "021121"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024222" "022211" "02431" "02421" "0131"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024221" "02421" "02431" "022213"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "011" "011" "02412" "022212" "011"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "02432" "011" "022212" "011" "024221"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "022212" "022224" "011" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "011" "011" "011" "011" "011"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "02421" "022211" "02431" "02421" "02432"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "011" "021121" "024222" "022221" "021121"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "021123" "011" "022212" "022212"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024222" "011" "011" "011" "024221"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "0132" "022213" "02432" "011" "011"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "02432" "02432"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "02432" "011" "021121" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "021123" "011" "011" "023123" "02432"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "011" "022212" "02431" "011" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "011" "022211" "024221" "021121"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "022211" "022213" "022213" "011" "022212"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "0131" "011" "011" "011" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "02421" "023123" "0213" "02313" "02431"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "02421" "021123" "022224" "011" "024221"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "022212" "024221" "02431" "022223" "021121"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "022212" "0132" "022212" "02412" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "0123" "022223" "022223" "02431" "011"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "011" "02432" "02431" "022221" "01222"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "02432" "023123" "01222" "021121" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "02421" "011" "0131" "02431" "022213"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "011" "02432" "011" "02431" "02432"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "02431" "011" "024221" "011" "011"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "02421" "011" "024221" "02421" "011"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "02421" "011" "02431" "011" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "02431" "022212" "02421" "021121" "02431"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "022213" "021121" "0123" "024221" "022213"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "022211" "011" "022221" "022221" "011"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "022213" "022213" "021121" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "02421" "02421" "021121" "02431" "021121"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "011" "021123" "02223" "011" "02431"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "022213" "024222" "011" "024221" "02431"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "022211" "022221" "02432" "022213" "024222"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "022213" "02431" "02213" "021123" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "011" "02223" "022221" "02431" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "011" "02431" "022224" "022213" "0123"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "011" "02432" "02431" "0131"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "011" "02213" "022221" "021123" "02421"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "0131" "02432" "02431" "0132" "022213"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "02431" "02432" "011"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "011" "02431" "011" "022213"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "022211" "011" "011" "011" "022211"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "011" "022221" "02421" "02213" "022211"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "02432" "011" "0121" "011" "023123"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "02432" "02431" "022221" "024222" "02431"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "02431" "02212" "024221" "011" "023123"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "024221" "011" "02431" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024222" "011" "02432" "022211" "011"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "02421" "022213" "02431" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "011" "02431" "0121" "02431" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024222" "0132" "022224" "02432" "022212"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "023123" "02432" "021121" "011"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "02432" "02431" "022213" "024221"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "011" "022211" "011" "021123" "022212"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "022211" "011" "024221" "021121" "024222"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "021121" "011" "02213" "011" "022211"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "021123" "02421" "02431" "02223" "011"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "02432" "022212" "011" "022211" "021123"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "011" "024221" "011"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "02421" "02432" "024221" "022212" "024222"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "022213" "011" "011" "011" "02421"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "021123" "02432" "022211" "022221" "02431"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "022211" "02431" "024222" "0121"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "022212" "021121" "02412" "022221" "011"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01222" "02421" "011" "02421" "02412"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024222" "021121" "02223" "022211" "011"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024222" "022212" "022213" "022224" "011"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "02431" "02431" "02432" "021123" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "022211" "02431" "02432"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "022212" "02432" "02432" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "02421" "011" "02421" "021121" "02421"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "022212" "021123" "011" "0123" "022211"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "011" "011" "0131" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "02431" "02432" "022212" "02421" "02421"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "022212" "02431" "02421" "02313" "011"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "022212" "022211" "011" "024222" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "02431" "021112" "021112" "024222" "011"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "011" "024221" "022211" "011" "011"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "02432" "023123" "024221" "02223" "0132"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "02431" "024222" "011" "02432"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024221" "02432" "011" "02432"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 581))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "011" "011" "011" "011" "0131"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "0121" "02122" "02122" "02212" "02324"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "02122" "02322" "02322" "02321" "02323"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "02411" "01221" "02122"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "011" "011" "011" "021213" "02412"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "02322" "02321" "0213" "02212" "011"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "02321" "011" "011" "02321" "02412"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "011" "02212" "02324" "02322" "02331"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "02122" "01221" "02323" "02122" "02412"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "011" "02321" "02323" "02212" "011"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "02332" "02321" "02323" "02331" "02412"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "02331" "02323" "02323" "02322" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024223" "0131" "0131" "011" "011"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "021211" "02321" "0132" "02122" "02322"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "02322" "02331" "011" "02324" "02412"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "0132" "02331" "021211" "02412" "02332"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "02324" "011" "011" "02324" "02122"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "011" "02412" "011" "02331" "021112"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "011" "02322" "011" "02323" "0131"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "02122" "011" "02321" "011" "0132"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "02324" "02321" "011" "02324" "02321"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "02321" "02212" "021122" "011"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "02122" "02321" "02412" "011" "02411"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "011" "02122" "02331" "011" "011"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "02322" "02122" "011" "02321" "011"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "011" "02324" "02323" "02324" "011"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "011" "02122" "02412" "02321"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "011" "02321" "0131" "011" "011"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "02411" "01222" "011" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "02331" "02331" "02212" "02311" "011"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "02322" "02122" "02212" "011" "02122"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "02331" "02122" "011" "02324" "02122"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "0132" "02321" "011" "02324" "02122"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "02324" "011" "011" "021122" "02323"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "02122" "02321" "02331" "02411" "02323"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "02331" "02331" "02321" "02331" "02324"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "011" "02122" "011" "02122" "02324"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "02321" "02323" "02331" "02322" "02332"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "02412" "02212" "011" "02322" "02321"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "0132" "02412" "02321" "011" "02411"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "02321" "0121" "011" "02321" "02122"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "02322" "02331" "011" "02122" "0131"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "02322" "02322" "02332" "02122" "021111"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "011" "02331" "02321" "02331" "021123"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "02323" "011" "0132" "021123" "011"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "011" "011" "02332" "02122" "02324"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "02322" "02122" "02323" "0132" "02322"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "02122" "02122" "02212" "02322" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "02323" "02321" "024223" "02122" "02323"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "021122" "02122" "02321" "02122" "02322"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "02331" "01222" "011" "02122" "011"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "011" "011" "02321" "024223" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "011" "01222" "02331" "02321" "02321"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "02412" "02331" "02122" "0131" "02323"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "02321" "02323" "02322" "011" "02324"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "02331" "021112" "02122" "02412" "024223"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "011" "02322" "011" "011" "02323"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "02323" "01221" "02331" "02332" "02332"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "011" "02122" "02322" "011" "02322"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "011" "02412" "02323" "011"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "011" "0121" "011" "011" "02323"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "011" "02323" "02332" "011" "02323"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "02122" "02322" "02322" "02331" "011"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "02321" "0131" "02331" "02323" "02122"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01221" "021211" "02212" "02212" "02322"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "02323" "02332" "011" "02323" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "02321" "02122" "02323" "02321" "02322"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01222" "02321" "02322" "011" "02321"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "02322" "02324" "02122" "02322" "024223"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "02412" "021112" "0132" "02323" "02321"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "02412" "02321" "011" "011" "02322"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "02321" "02122" "02324" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "02322" "02324" "02212" "0131"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "011" "0131" "011" "02324" "0132"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "0131" "02412" "02324" "011" "011"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "02122" "0131" "011" "011" "02332"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "02322" "02321" "021211"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "0123" "011" "02212" "011" "02323"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "011" "02412" "02311" "021112" "02322"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "02122" "02324" "011" "02324" "02412"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "011" "02322" "02322" "011" "02331"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "02332" "011" "011" "02412" "02332"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "02321" "02212" "011" "011" "02331"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "02332" "02331" "02324" "011"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "011" "0121" "02324" "02332" "02321"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "011" "021112" "011" "02322" "011"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "02324" "02323" "02324" "02331" "01221"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "0131" "02322" "02212" "021112" "02323"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "02122" "0131" "0213" "011" "02323"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "02331" "02423" "02321" "021112" "02122"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "02412" "02323" "021112" "02324" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "02324" "011" "011" "0121" "02321"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "02412" "02321" "011" "011" "0131"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "011" "011" "0213" "02212" "02331"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024223" "011" "011" "02324" "024223"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "02323" "011" "02122" "02122" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "02322" "02412" "011" "011" "011"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "011" "02321" "02322" "011" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "02332" "02322" "02122" "02122" "011"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "011" "011" "01222" "024222" "0132"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "02332" "011" "011" "011" "02324"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "02321" "01222" "011" "011" "011"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "0121" "011" "02212" "02433" "011"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "02321" "0132" "02323" "011" "02322"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024223" "011" "011" "02322" "011"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "011" "02323" "02212" "02323" "02324"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "011" "02331" "02324" "02323" "02332"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "011" "02411" "011" "02324" "011"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "02323" "02321" "02323" "02323" "0131"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "02322" "011" "02412" "02323" "02332"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "02332" "02331" "011" "011" "02322"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "02323" "02212" "02331" "02122" "0132"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "02321" "02412" "02412" "02332" "02321"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024223" "02322" "011" "02321" "011"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "021122" "0121" "02321" "011" "02423"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "011" "011" "02311" "02331" "02321"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "02122" "011" "02122" "02122" "02323"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "02331" "02321" "021112" "0132" "02322"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "02323" "0132" "02321" "01222"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "02412" "02331" "011" "02331" "02321"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "02412" "02331" "0131" "02322" "02321"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "011" "02332" "011" "02322"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "02322" "011" "02324" "011" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01222" "0213" "02323" "02331" "02331"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "0121" "02323" "02321" "02324" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "011" "011" "011" "011" "024223"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "011" "02332" "02321" "011" "02331"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "011" "011" "0132" "02324" "02321"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "011" "024223" "021112" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "02332" "02331" "011" "021122" "02321"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "011" "02322" "02321" "02332" "02324"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "02122" "011" "02412" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "011" "02332" "011" "02423" "0132"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "011" "0132" "02323" "011" "02321"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "011" "02212" "011" "02412" "011"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "02323" "02322" "02313" "02122" "02122"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "02324" "011" "02321" "02122"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "0131" "0131" "02322" "02332" "02323"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "02324" "02332" "02331" "011" "02332"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "02321" "024222" "01222" "021112" "02324"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "02122" "02321" "0131" "02321"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "02412" "011" "02332" "02324" "02322"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "02332" "02212" "02331" "02331" "024223"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "02412" "011" "02322" "011" "02322"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "02324" "024223" "02212" "0132" "02322"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "02322" "02324" "011" "02322" "02323"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "011" "02322" "02332" "0121"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "011" "02122" "0132" "011" "02324"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "0131" "02324" "024223" "024223" "011"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "02423" "0123" "011" "02212" "02323"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "02122" "0132" "02321" "0121" "02122"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "02322" "02321" "02331" "02321" "02321"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "02321" "02212" "02323" "02212" "02321"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "02324" "011" "011" "0121" "02122"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "02321" "02321" "021213" "021211" "011"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "02122" "02122" "021211" "02122" "02122"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "021212" "024223" "011" "011" "0121"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "02122" "021211" "0131" "02321" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "011" "0213" "011" "02323"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "0131" "02323" "0121" "021211"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "021211" "02234" "02321" "0131" "021213"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "011" "011" "02321" "02122" "02321"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "02321" "011" "0121" "011" "02423"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "02321" "02321" "02321" "02122" "011"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "02321" "02323" "02321" "02212" "02122"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "0121" "011" "02122" "021211" "02122"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "011" "0132" "011" "011" "01222"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "011" "011" "0213" "0132" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "011" "022112" "023122" "021122" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "021122" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "011" "021111" "021112" "023122"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "0132" "021112" "022111" "02311" "011"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01221" "0131" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "021122" "022111" "023122" "021122" "0123"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "02411" "011" "022111" "02322" "02322"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "02423" "022111" "02411" "021112"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "021112" "0131" "02411" "02311" "02411"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "0132" "023122"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "011" "021112" "01221" "0131" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "011" "022112" "011" "021112" "021122"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "011" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "023122" "01221" "023122" "02232" "011"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "011" "011" "022111" "0121" "02411"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "011" "011" "022111" "023122" "023122"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "021112" "021123" "022111" "02311" "02411"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "011" "02311" "02213" "022113" "011"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "011"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "021112" "0121" "02411"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "011" "0121" "023123" "0132" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "023122" "0132" "021111" "021122"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "011" "021112" "022111" "021112" "021122"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "011" "02213" "011" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "011" "0213" "021112" "011" "0132"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "011" "02311" "02213" "021112" "0123"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "021111" "0123" "021122" "02311" "0123"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "02412" "011"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "02411" "02412" "01221" "021111"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "021111" "022111" "02212" "023122" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "023122" "02213" "02213" "02231" "01221"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "021123" "011" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "02411"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "011" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "011" "011" "011" "02311" "023122"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "011" "02232" "021112" "021112" "023123"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "023122" "02233" "023122" "011"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "02412" "011" "023122" "023122" "02412"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "023122" "01221" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "011" "011" "0123" "011" "023122"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "0121" "011" "02411" "021112" "02322"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "0132" "02232" "0123" "02311" "02412"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "011" "022114" "02233" "02411" "0121"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "0131" "021122" "02411" "011" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "021112" "02313" "023123" "011" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "0123" "011" "021112" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "0123" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "021111" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01221" "021112" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "011" "011"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "023122" "011" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "011" "011"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "024223" "021122" "011" "01221"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "0121" "01221" "02311" "02311" "011"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "011" "022114" "02412" "021112" "011"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "011" "02233" "022111" "021112"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "011" "021112" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "011" "02411" "01221"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "021121" "01221" "02311" "02213" "02322"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "0132"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "023122" "0121" "011" "011" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "02411" "011" "021112" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "02322" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "011" "021111" "011" "02423"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "0121" "011" "021112" "022112" "023122"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "023122" "021122"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "021112"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "0131" "021112" "01221" "02412" "0131"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "0131" "024223" "022111" "02311" "02411"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "0123" "02213" "02311" "02213" "011"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "0131" "011" "022111" "01221" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "0123" "023122" "02423" "02412" "023122"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "0131" "011" "0131" "011"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "022213" "011" "011"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "011" "021112" "011" "011" "011"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "011" "01221" "011" "011" "021123"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "02412" "02232" "011" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01222" "02411" "02233" "011" "011"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "011" "011" "02412"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "0121" "0123" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "0121" "011" "021111" "02232" "0121"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "021123" "01221"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "011" "011" "0131" "011" "0123"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "0123" "011" "011"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "0123" "02231" "011" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "011" "0123" "011" "02412" "011"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "011" "022112" "011" "011" "011"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "021111" "011" "022112" "0123" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "011" "0132" "021112"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "011" "011" "01222" "011" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "0131" "02412" "02423"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "02412" "0131" "011" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "0123" "02423" "02313" "011"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "0123" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "011" "022111" "022112" "011" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "011" "02231" "02231" "021111" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "011" "02231" "02231" "011" "0121"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "0132" "0121" "011" "011"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "023121" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "011" "022112" "02213" "011"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "011" "011" "023121" "023121" "011"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "0123" "022111" "02313" "022113" "011"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "011" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "011" "022112" "022111" "02423" "011"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "0131" "022112" "011" "02411" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "011" "02412" "011" "011" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "011" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "02411" "02412" "011" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "011" "02213" "02423" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "011" "02232" "02411" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01221" "022112" "011" "011"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "0123" "02313" "011" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "02412" "01221" "0131" "011"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01221" "02232" "01221" "011" "01221"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "0123" "02412" "0123" "02311" "02412"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "011" "0132" "0131" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01221" "0131" "022114" "0123" "011"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "02412" "02233" "021112" "021122"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "011" "02411" "02212" "011" "011"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "02423" "022111" "011" "02313" "0123"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01221" "011" "0121" "02423"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "021112" "02423" "02232" "02423"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "011" "011"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "0131" "011"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "011" "022112" "011"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01221" "022111" "0132" "011" "021111"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "02411" "011" "011" "02423" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "02423" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "011" "02231" "011"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "0123" "011" "0123"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "011" "011" "011" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "011" "011" "02423" "011" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "02423" "011" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "02423" "0131" "02311" "02412" "01222"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "0121" "023121" "022112" "02231" "0123"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "0131" "011" "021122" "011"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "011" "02231" "02313" "011" "011"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "011" "02213" "011" "01221" "021112"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01222" "02412" "02412"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "0131" "022114" "02232" "01222" "011"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "021123" "021111" "02412"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "011" "0123" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "011" "02231" "02411" "022112" "0132"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "0121" "021111" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "011" "011" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "0123" "021112" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "011" "02423" "02423" "022113" "0123"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "02423" "01222" "011" "011"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "011" "011" "011" "011"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "0131" "011" "011" "011" "01222"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "02411" "01221" "011" "01221" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "0132" "02311" "01221" "011" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "0131" "0131" "021111" "02411"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "011" "011" "023121" "02411" "021111"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "023121" "02411" "011" "02411" "021112"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01221" "0121" "011" "02423"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "02412" "01221" "011" "011"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "021111" "021111" "02423" "021112" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "02412" "011" "01221" "01221" "0121"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "02411" "011" "02212" "0131" "021112"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "0131" "02311" "021112" "021111" "01221"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "021111" "011" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "021111" "011" "0131" "021111" "02411"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "021123" "01221" "0131" "021111" "023121"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "0121" "021111" "02411" "021112" "011"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01221" "021111" "02411" "02411" "01222"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "021112" "02411" "02411" "011" "023121"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "011" "0131" "0131" "021112" "0132"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "011" "023121" "021111" "0121" "0121"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "02411" "02411" "023121" "021112" "011"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "02411" "02423" "021111" "021111" "0121"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "011" "0131" "0131" "01221" "021122"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01221" "011" "021122" "02411" "021123"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "02411" "01221" "021111" "0131" "02411"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "011" "011" "023121" "02231" "021111"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "011" "021111" "023121" "023121"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "02411" "011" "02411" "011"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "021111" "0121" "011" "023121" "021111"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "011" "02233" "011" "021111" "021111"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01221" "0121" "02423" "021112" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "02411" "011" "011" "0121" "023121"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "021122" "0131" "023121" "01221" "021111"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "02411" "02311" "011" "023121" "011"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "02411" "0131" "02232" "0121" "011"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "02423" "021111" "011" "011" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "021111" "01221" "02411" "021111" "021112"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "021122" "023121" "02411" "02411" "023121"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "02411" "01221" "021111" "01221" "02411"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "021112" "02411" "02411" "011" "0121"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "011" "011" "02233" "02411" "021111"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "02423" "02423" "011" "021112" "023121"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "011" "02411" "02411" "02411" "01221"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "02411" "011" "023121" "021122" "02411"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "023121" "02423" "011" "0131" "0121"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01221" "011" "01221" "0131" "011"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "021111" "011" "0121" "01222" "021111"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "021111" "02411" "023121" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "021111" "011" "0121" "021111" "011"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "0131" "0131" "023121" "021111" "023121"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "021112" "023121" "01221" "01222" "0121"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "021123" "011" "01221" "0121" "021111"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "0131" "02411" "021111" "01221" "0121"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "023121" "02411" "011" "023123" "0131"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "0121" "02411" "021122" "011" "02411"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "02423" "011" "0132" "02423" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "02411" "02411" "021112" "02412" "021122"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "0131" "011" "011" "02411" "02411"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "0121" "02423" "021111" "02411" "02411"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01221" "021111" "02423" "021123" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "011" "0131" "0123" "011" "01221"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "021111" "01221" "011" "02411" "02411"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "021111" "011" "022113" "0121" "02411"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "011" "021112" "02411" "0121" "011"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "023121" "011" "011" "02411" "0123"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "023122" "023121" "011" "01221" "02411"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "021112" "023121" "0131" "0213" "0131"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "0131" "021122" "02411" "021111" "023121"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "02411" "011" "021122" "021111" "01221"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "011" "023121" "011" "02411" "021111"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "02423" "023121" "02423" "021111" "0121"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "011" "02411" "021112" "02423" "011"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "0131" "023121" "0131" "01221" "021111"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01221" "0213" "01221" "02411" "02411"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "021111" "02423" "02412" "021111" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "0123" "02423" "0121" "011"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "011" "011" "011" "011" "011"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "011" "011" "011" "011" "011"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "011" "0131" "0131" "0123" "011"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "02411" "0121" "02423" "011" "011"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "011" "011" "011" "0131" "01221"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "011" "011" "0123" "022112" "0123"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01221" "011" "021111" "02313" "01221"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "011" "0121" "011" "0121" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "011" "0131" "011" "011" "011"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "021111" "011" "0123" "011" "0121"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "011" "022111" "021111" "021112" "01221"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "0131" "011" "0121" "0131" "011"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "011" "02233" "023121" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "0121" "02232" "011" "0131" "011"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "02411" "0213" "0131" "021112" "02411"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "0131" "0131" "02411" "011" "011"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "0121" "0131" "011" "011" "011"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "021111" "011" "01221" "011" "01221"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "011" "0121" "01221" "011" "011"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "011" "011" "02411" "011" "0121"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "011" "011" "01221" "023121" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "021123" "02411" "0121" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "0131" "0123" "0131" "011" "0131"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "023121" "011" "022111" "011" "011"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "011" "0123" "01221" "0131" "0131"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "02411" "02213" "011" "011"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "011" "0121" "01221" "011" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "011" "01221" "0121" "011" "011"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "011" "011" "02311" "0121" "01221"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "02411" "011" "02232" "0213" "01221"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "011" "021111" "0123" "011" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "0121" "011" "02233" "011" "011"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "011" "02233" "0121" "0123" "011"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "021111" "0121" "011" "011" "011"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "011" "011" "021111" "023121" "01221"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "011" "011" "011" "011" "011"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "0131" "0131" "011" "023121" "011"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "0131" "0121" "021111" "0131" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "023121" "011" "023121" "011" "011"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "011" "0121" "01221" "01221" "011"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "011" "011" "01221" "0121" "0131"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "021111" "011" "011" "011" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "0123" "0121" "02411" "021112" "0121"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "011" "011" "0131" "0121" "011"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "011" "011" "0121" "02411" "02411"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "02411" "011" "011" "0121"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "011" "0121" "011" "011" "02423"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "011" "011" "021111" "011" "02411"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "011" "0131" "011" "0123" "02411"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "021112" "022113" "0121" "0121"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "0131" "0123" "0121" "0121" "011"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "0131" "011" "01221" "0131" "021111"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "011" "011" "0121" "0131" "011"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "0121" "0131" "011" "02411"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "011" "0121" "0131" "02423" "02122"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "0121" "0121" "011" "011" "023121"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "0131" "0131" "01221" "0131" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "0121" "0123" "011" "011" "011"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "02423" "011" "02234" "023121" "0123"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "011" "0131" "011" "02411" "011"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "011" "01221" "02311" "0121" "0123"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "0131" "02232" "0131" "01221" "0131"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "0131" "011" "0131" "011"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "011" "022111" "0121" "0121" "011"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "02411" "011" "011" "0131" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "0131" "011" "0121" "02411" "011"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "021111" "0121" "0121" "021122" "011"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "021111" "011" "02232" "0131" "0121"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "011" "011" "0131" "0121" "011"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "011" "011" "0121" "021112" "011"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "0123" "011" "011" "0123" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "011" "0131" "0123" "02233" "021111"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "011" "011" "0213" "023121" "011"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "02411" "0121" "011" "011" "011"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "0131" "01221" "0123" "0131" "02411"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "011" "011" "01221" "0131"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "023121" "011" "011" "011" "0131"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "0132" "021212" "021211" "011" "021213"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "021213" "021211" "021213" "02122" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "0121" "02212" "021212" "021211" "021212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "021213" "011" "011" "011" "011"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "011" "011" "011" "021213" "011"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "011" "011" "011" "022222" "021212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "011" "021213" "011" "021212" "021211"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "02122" "011" "02122" "011" "02433"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "021211" "02122" "021212" "021212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "011" "011" "021212" "021211" "011"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "011" "021213" "022222" "021212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "011" "021211" "011" "011" "011"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "011" "021213" "011" "011" "011"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "021211" "021211" "021212" "011" "011"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "021211" "02412" "021212" "011" "021213"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "021212" "021211" "021211" "02433" "021211"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "011" "021211" "02122" "011" "011"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "021211" "011" "02122" "021211" "021212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "02322" "021212" "011" "011" "011"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "021213" "021212" "021213" "022222" "011"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "011" "02122" "02433" "0213" "021211"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "011" "02122" "011" "011"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "0121" "021211" "02122" "021212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "021211" "022222" "011" "021212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "021211" "0213" "021212" "021213" "021212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "011" "021211" "021211" "021212" "011"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "021212" "0213" "021212" "011"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "011" "011" "011" "011" "011"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "011" "011" "021212" "0213" "011"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "011" "01222" "011" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "011" "011" "021211" "0213" "02122"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "011" "021211" "021213" "011" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "021211" "011" "021213" "021212" "021112"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "011" "02212" "021212" "011" "021212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "0132" "02122" "021212" "011" "011"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "021211" "021211" "011" "02122" "011"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "011" "011" "0213" "021212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "011" "021211" "022222" "021213" "011"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "011" "02433" "011" "0213" "011"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "021213" "021213" "011" "02433" "02433"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "011" "021213" "011" "011"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "011" "021213" "011" "021212" "024223"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "011" "011" "011" "011" "0131"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "011" "011" "02122" "02122" "021213"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "021112" "0131" "011" "02433" "011"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "02433" "0213" "02433" "021212" "021212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "021212" "011" "011" "011" "011"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "011" "021213" "0213" "021213" "0121"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "021213" "021211" "011" "011" "021212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "021212" "02433" "021211" "021211" "011"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "011" "02122" "0213" "02433"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "011" "02433" "011" "011" "02122"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "011" "011" "011" "021212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "011" "0213" "011" "0121" "02421"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "011" "021212" "011" "021211" "021213"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "0132" "021212" "02122" "011" "011"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "021212" "011" "021212" "011" "02433"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "021213" "021212" "011" "021212" "011"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "011" "011" "021212" "011" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "021211" "011" "011" "011" "02122"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "021212" "022222" "011" "021211" "011"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "011" "021212" "021212" "011" "011"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "02433" "021213" "021211" "021211" "011"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "02412" "021212" "021212" "021212" "011"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "02122" "0121" "021212" "02122" "0132"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "011" "011" "02122" "011" "011"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "011" "02433" "021211" "024223" "011"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "021211" "021112" "0213" "02122" "011"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "011" "021212" "022222" "021212" "011"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "021211" "021211" "02122" "011" "0121"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "011" "011" "011" "021211" "02433"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "011" "011" "021213" "011" "011"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "011" "02122" "021212" "021213" "011"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "021211" "0213" "021213" "011" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "021212" "011" "021212" "011" "011"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "02433" "021213" "021213" "021212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "02432" "011" "0121" "024221"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024222" "011" "021121" "021121" "021111"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "02432" "011" "011" "02223" "022213"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "022211" "024222" "024221"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "02432" "011" "02431" "022212" "02432"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "02432" "022223" "02432" "011" "011"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "022211" "024221" "02421" "02421" "011"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "011" "011" "011" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024221" "011" "02223" "02431" "02432"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "02432" "021123" "011" "02432" "021121"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "022212" "021123" "011" "0132"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "022213" "02431" "011" "02432" "022211"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "022213" "02432" "022224" "022213" "02412"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "02412" "021121" "02432" "011" "021121"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "011" "024222" "02431" "011" "02421"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "011" "0131" "02421" "02432" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "011" "02432" "02223" "011" "011"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "011" "011" "022223" "011" "022212"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "02431" "02213" "022221" "02421" "02432"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "02431" "02421" "02432" "024221" "02431"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "022213" "02223" "021121" "02421" "0131"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "02431" "02431" "021121" "02431" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "011" "024222" "02421" "02421" "011"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "02431" "011" "024221" "024221" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "02421" "02432" "02432" "02421" "022213"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "0131" "02421" "0213" "02421" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "0132" "022213" "011" "02223" "011"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "02431" "02421" "022211" "02421" "021112"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "022212" "02421" "024222" "022213" "02432"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "022213" "02431" "021112" "022211" "024221"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "02432" "022212" "022211" "021121" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "021123" "0213" "021121" "011" "011"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024221" "011" "024221" "011"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "021121" "02421" "022224" "024222" "02421"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "021121" "022211" "02421" "022211" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "011" "024221" "02421" "02431" "02432"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "011" "02421" "02421" "011"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "022211" "024221" "011" "0131"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "02432" "02432" "011" "02421" "02421"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "02431" "02432" "021121" "011" "022212"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "02421" "022213" "011" "02433"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "02431" "02432" "024221" "02431" "02431"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "02432" "022223" "022211" "011" "02412"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024221" "0123" "022212" "022211" "011"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024222" "0131" "022221" "02223" "011"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "02421" "021121" "02421" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024221" "02421" "02421" "02421" "021121"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "022212" "022213" "021123" "02421" "011"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "021121" "02213" "02421" "02432" "023123"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "022211" "011" "0213" "022221" "022212"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "022213" "02433" "02432" "011" "02432"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "021121" "011" "021121" "022223" "011"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "011" "022211"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "021121" "02431" "02421" "011" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "011" "011" "02223" "022212" "011"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "011" "011" "022224" "02421"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "02431" "02431" "02421" "022212"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "022212" "02431" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "02431" "02223" "02432" "011" "022213"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "011" "02432" "02431" "024221" "021121"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "022212" "02421" "011" "021121" "022213"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "022211" "022212" "02432" "011" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "02431" "0131" "022213" "023123" "024222"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "011" "021121" "024221"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "02431" "021121" "02432" "02431" "024222"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "02432" "02431" "022213" "024222" "02432"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "022213" "022221" "011" "011" "022211"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "0131" "02412" "02421" "021121"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024222" "022211" "02431" "02421" "0131"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024221" "02421" "02431" "022213"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "011" "011" "02412" "022212" "011"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "02432" "011" "022212" "011" "024221"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "022212" "022224" "011" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "011" "011" "011" "011" "011"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "02421" "022211" "02431" "02421" "02432"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "011" "021121" "024222" "022221" "021121"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "021123" "011" "022212" "022212"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024222" "011" "011" "011" "024221"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "0132" "022213" "02432" "011" "011"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "02432" "02432"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "02432" "011" "021121" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "021123" "011" "011" "023123" "02432"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "011" "022212" "02431" "011" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "011" "022211" "024221" "021121"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "022211" "022213" "022213" "011" "022212"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "0131" "011" "011" "011" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "02421" "023123" "0213" "02313" "02431"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "02421" "021123" "022224" "011" "024221"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "022212" "024221" "02431" "022223" "021121"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "022212" "0132" "022212" "02412" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "0123" "022223" "022223" "02431" "011"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "011" "02432" "02431" "022221" "01222"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "02432" "023123" "01222" "021121" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "02421" "011" "0131" "02431" "022213"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "011" "02432" "011" "02431" "02432"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "02431" "011" "024221" "011" "011"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "02421" "011" "024221" "02421" "011"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "02421" "011" "02431" "011" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "02431" "022212" "02421" "021121" "02431"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "022213" "021121" "0123" "024221" "022213"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "022211" "011" "022221" "022221" "011"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "022213" "022213" "021121" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "02421" "02421" "021121" "02431" "021121"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "011" "021123" "02223" "011" "02431"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "022213" "024222" "011" "024221" "02431"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "022211" "022221" "02432" "022213" "024222"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "022213" "02431" "02213" "021123" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "011" "02223" "022221" "02431" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "011" "02431" "022224" "022213" "0123"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "011" "02432" "02431" "0131"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "011" "02213" "022221" "021123" "02421"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "0131" "02432" "02431" "0132" "022213"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "02431" "02432" "011"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "011" "02431" "011" "022213"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "022211" "011" "011" "011" "022211"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "011" "022221" "02421" "02213" "022211"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "02432" "011" "0121" "011" "023123"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "02432" "02431" "022221" "024222" "02431"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "02431" "02212" "024221" "011" "023123"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "024221" "011" "02431" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024222" "011" "02432" "022211" "011"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "02421" "022213" "02431" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "011" "02431" "0121" "02431" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024222" "0132" "022224" "02432" "022212"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "023123" "02432" "021121" "011"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "02432" "02431" "022213" "024221"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "011" "022211" "011" "021123" "022212"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "022211" "011" "024221" "021121" "024222"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "021121" "011" "02213" "011" "022211"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "021123" "02421" "02431" "02223" "011"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "02432" "022212" "011" "022211" "021123"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "011" "024221" "011"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "02421" "02432" "024221" "022212" "024222"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "022213" "011" "011" "011" "02421"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "021123" "02432" "022211" "022221" "02431"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "022211" "02431" "024222" "0121"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "022212" "021121" "02412" "022221" "011"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01222" "02421" "011" "02421" "02412"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024222" "021121" "02223" "022211" "011"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024222" "022212" "022213" "022224" "011"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "02431" "02431" "02432" "021123" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "022211" "02431" "02432"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "022212" "02432" "02432" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "02421" "011" "02421" "021121" "02421"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "022212" "021123" "011" "0123" "022211"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "011" "011" "0131" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "02431" "02432" "022212" "02421" "02421"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "022212" "02431" "02421" "02313" "011"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "022212" "022211" "011" "024222" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "02431" "021112" "021112" "024222" "011"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "011" "024221" "022211" "011" "011"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "02432" "023123" "024221" "02223" "0132"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "02431" "024222" "011" "02432"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024221" "02432" "011" "02432"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 608))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "011" "011" "011" "011" "013"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "0121" "02122" "02122" "02212" "02324"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "02122" "02322" "02322" "02321" "02323"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "02411" "01221" "02122"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "011" "011" "011" "021213" "02412"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "02322" "02321" "0213" "02212" "011"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "02321" "011" "011" "02321" "02412"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "011" "02212" "02324" "02322" "02331"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "02122" "01221" "02323" "02122" "02412"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "011" "02321" "02323" "02212" "011"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "02332" "02321" "02323" "02331" "02412"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "02331" "02323" "02323" "02322" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024223" "013" "013" "011" "011"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "021211" "02321" "013" "02122" "02322"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "02322" "02331" "011" "02324" "02412"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "013" "02331" "021211" "02412" "02332"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "02324" "011" "011" "02324" "02122"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "011" "02412" "011" "02331" "021112"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "011" "02322" "011" "02323" "013"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "02122" "011" "02321" "011" "013"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "02324" "02321" "011" "02324" "02321"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "02321" "02212" "021122" "011"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "02122" "02321" "02412" "011" "02411"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "011" "02122" "02331" "011" "011"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "02322" "02122" "011" "02321" "011"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "011" "02324" "02323" "02324" "011"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "011" "02122" "02412" "02321"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "011" "02321" "013" "011" "011"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "02411" "01222" "011" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "02331" "02331" "02212" "02311" "011"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "02322" "02122" "02212" "011" "02122"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "02331" "02122" "011" "02324" "02122"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "013" "02321" "011" "02324" "02122"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "02324" "011" "011" "021122" "02323"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "02122" "02321" "02331" "02411" "02323"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "02331" "02331" "02321" "02331" "02324"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "011" "02122" "011" "02122" "02324"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "02321" "02323" "02331" "02322" "02332"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "02412" "02212" "011" "02322" "02321"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "013" "02412" "02321" "011" "02411"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "02321" "0121" "011" "02321" "02122"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "02322" "02331" "011" "02122" "013"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "02322" "02322" "02332" "02122" "021111"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "011" "02331" "02321" "02331" "021123"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "02323" "011" "013" "021123" "011"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "011" "011" "02332" "02122" "02324"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "02322" "02122" "02323" "013" "02322"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "02122" "02122" "02212" "02322" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "02323" "02321" "024223" "02122" "02323"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "021122" "02122" "02321" "02122" "02322"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "02331" "01222" "011" "02122" "011"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "011" "011" "02321" "024223" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "011" "01222" "02331" "02321" "02321"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "02412" "02331" "02122" "013" "02323"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "02321" "02323" "02322" "011" "02324"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "02331" "021112" "02122" "02412" "024223"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "011" "02322" "011" "011" "02323"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "02323" "01221" "02331" "02332" "02332"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "011" "02122" "02322" "011" "02322"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "011" "02412" "02323" "011"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "011" "0121" "011" "011" "02323"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "011" "02323" "02332" "011" "02323"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "02122" "02322" "02322" "02331" "011"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "02321" "013" "02331" "02323" "02122"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01221" "021211" "02212" "02212" "02322"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "02323" "02332" "011" "02323" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "02321" "02122" "02323" "02321" "02322"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01222" "02321" "02322" "011" "02321"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "02322" "02324" "02122" "02322" "024223"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "02412" "021112" "013" "02323" "02321"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "02412" "02321" "011" "011" "02322"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "02321" "02122" "02324" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "02322" "02324" "02212" "013"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "011" "013" "011" "02324" "013"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "013" "02412" "02324" "011" "011"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "02122" "013" "011" "011" "02332"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "02322" "02321" "021211"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "0123" "011" "02212" "011" "02323"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "011" "02412" "02311" "021112" "02322"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "02122" "02324" "011" "02324" "02412"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "011" "02322" "02322" "011" "02331"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "02332" "011" "011" "02412" "02332"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "02321" "02212" "011" "011" "02331"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "02332" "02331" "02324" "011"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "011" "0121" "02324" "02332" "02321"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "011" "021112" "011" "02322" "011"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "02324" "02323" "02324" "02331" "01221"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "013" "02322" "02212" "021112" "02323"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "02122" "013" "0213" "011" "02323"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "02331" "02423" "02321" "021112" "02122"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "02412" "02323" "021112" "02324" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "02324" "011" "011" "0121" "02321"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "02412" "02321" "011" "011" "013"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "011" "011" "0213" "02212" "02331"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024223" "011" "011" "02324" "024223"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "02323" "011" "02122" "02122" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "02322" "02412" "011" "011" "011"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "011" "02321" "02322" "011" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "02332" "02322" "02122" "02122" "011"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "011" "011" "01222" "024222" "013"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "02332" "011" "011" "011" "02324"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "02321" "01222" "011" "011" "011"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "0121" "011" "02212" "02433" "011"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "02321" "013" "02323" "011" "02322"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024223" "011" "011" "02322" "011"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "011" "02323" "02212" "02323" "02324"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "011" "02331" "02324" "02323" "02332"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "011" "02411" "011" "02324" "011"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "02323" "02321" "02323" "02323" "013"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "02322" "011" "02412" "02323" "02332"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "02332" "02331" "011" "011" "02322"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "02323" "02212" "02331" "02122" "013"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "02321" "02412" "02412" "02332" "02321"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024223" "02322" "011" "02321" "011"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "021122" "0121" "02321" "011" "02423"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "011" "011" "02311" "02331" "02321"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "02122" "011" "02122" "02122" "02323"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "02331" "02321" "021112" "013" "02322"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "02323" "013" "02321" "01222"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "02412" "02331" "011" "02331" "02321"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "02412" "02331" "013" "02322" "02321"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "011" "02332" "011" "02322"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "02322" "011" "02324" "011" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01222" "0213" "02323" "02331" "02331"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "0121" "02323" "02321" "02324" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "011" "011" "011" "011" "024223"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "011" "02332" "02321" "011" "02331"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "011" "011" "013" "02324" "02321"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "011" "024223" "021112" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "02332" "02331" "011" "021122" "02321"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "011" "02322" "02321" "02332" "02324"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "02122" "011" "02412" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "011" "02332" "011" "02423" "013"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "011" "013" "02323" "011" "02321"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "011" "02212" "011" "02412" "011"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "02323" "02322" "02313" "02122" "02122"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "02324" "011" "02321" "02122"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "013" "013" "02322" "02332" "02323"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "02324" "02332" "02331" "011" "02332"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "02321" "024222" "01222" "021112" "02324"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "02122" "02321" "013" "02321"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "02412" "011" "02332" "02324" "02322"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "02332" "02212" "02331" "02331" "024223"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "02412" "011" "02322" "011" "02322"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "02324" "024223" "02212" "013" "02322"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "02322" "02324" "011" "02322" "02323"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "011" "02322" "02332" "0121"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "011" "02122" "013" "011" "02324"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "013" "02324" "024223" "024223" "011"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "02423" "0123" "011" "02212" "02323"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "02122" "013" "02321" "0121" "02122"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "02322" "02321" "02331" "02321" "02321"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "02321" "02212" "02323" "02212" "02321"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "02324" "011" "011" "0121" "02122"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "02321" "02321" "021213" "021211" "011"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "02122" "02122" "021211" "02122" "02122"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "021212" "024223" "011" "011" "0121"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "02122" "021211" "013" "02321" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "011" "0213" "011" "02323"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "013" "02323" "0121" "021211"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "021211" "02234" "02321" "013" "021213"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "011" "011" "02321" "02122" "02321"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "02321" "011" "0121" "011" "02423"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "02321" "02321" "02321" "02122" "011"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "02321" "02323" "02321" "02212" "02122"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "0121" "011" "02122" "021211" "02122"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "011" "013" "011" "011" "01222"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "011" "011" "0213" "013" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "011" "022112" "023122" "021122" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "021122" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "011" "021111" "021112" "023122"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "013" "021112" "022111" "02311" "011"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01221" "013" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "021122" "022111" "023122" "021122" "0123"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "02411" "011" "022111" "02322" "02322"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "02423" "022111" "02411" "021112"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "021112" "013" "02411" "02311" "02411"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "013" "023122"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "011" "021112" "01221" "013" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "011" "022112" "011" "021112" "021122"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "011" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "023122" "01221" "023122" "02232" "011"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "011" "011" "022111" "0121" "02411"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "011" "011" "022111" "023122" "023122"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "021112" "021123" "022111" "02311" "02411"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "011" "02311" "02213" "022113" "011"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "011"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "021112" "0121" "02411"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "011" "0121" "023123" "013" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "023122" "013" "021111" "021122"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "011" "021112" "022111" "021112" "021122"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "011" "02213" "011" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "011" "0213" "021112" "011" "013"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "011" "02311" "02213" "021112" "0123"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "021111" "0123" "021122" "02311" "0123"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "02412" "011"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "02411" "02412" "01221" "021111"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "021111" "022111" "02212" "023122" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "023122" "02213" "02213" "02231" "01221"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "021123" "011" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "02411"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "011" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "011" "011" "011" "02311" "023122"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "011" "02232" "021112" "021112" "023123"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "023122" "02233" "023122" "011"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "02412" "011" "023122" "023122" "02412"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "023122" "01221" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "011" "011" "0123" "011" "023122"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "0121" "011" "02411" "021112" "02322"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "013" "02232" "0123" "02311" "02412"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "011" "022114" "02233" "02411" "0121"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "013" "021122" "02411" "011" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "021112" "02313" "023123" "011" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "0123" "011" "021112" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "0123" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "021111" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01221" "021112" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "011" "011"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "023122" "011" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "011" "011"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "024223" "021122" "011" "01221"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "0121" "01221" "02311" "02311" "011"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "011" "022114" "02412" "021112" "011"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "011" "02233" "022111" "021112"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "011" "021112" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "011" "02411" "01221"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "021121" "01221" "02311" "02213" "02322"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "013"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "023122" "0121" "011" "011" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "02411" "011" "021112" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "02322" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "011" "021111" "011" "02423"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "0121" "011" "021112" "022112" "023122"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "023122" "021122"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "021112"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "013" "021112" "01221" "02412" "013"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "013" "024223" "022111" "02311" "02411"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "0123" "02213" "02311" "02213" "011"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "013" "011" "022111" "01221" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "0123" "023122" "02423" "02412" "023122"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "013" "011" "013" "011"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "022213" "011" "011"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "011" "021112" "011" "011" "011"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "011" "01221" "011" "011" "021123"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "02412" "02232" "011" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01222" "02411" "02233" "011" "011"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "011" "011" "02412"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "0121" "0123" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "0121" "011" "021111" "02232" "0121"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "021123" "01221"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "011" "011" "013" "011" "0123"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "0123" "011" "011"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "0123" "02231" "011" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "011" "0123" "011" "02412" "011"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "011" "022112" "011" "011" "011"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "021111" "011" "022112" "0123" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "011" "013" "021112"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "011" "011" "01222" "011" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "013" "02412" "02423"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "02412" "013" "011" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "0123" "02423" "02313" "011"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "0123" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "011" "022111" "022112" "011" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "011" "02231" "02231" "021111" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "011" "02231" "02231" "011" "0121"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "013" "0121" "011" "011"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "023121" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "011" "022112" "02213" "011"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "011" "011" "023121" "023121" "011"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "0123" "022111" "02313" "022113" "011"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "011" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "011" "022112" "022111" "02423" "011"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "013" "022112" "011" "02411" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "011" "02412" "011" "011" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "011" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "02411" "02412" "011" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "011" "02213" "02423" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "011" "02232" "02411" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01221" "022112" "011" "011"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "0123" "02313" "011" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "02412" "01221" "013" "011"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01221" "02232" "01221" "011" "01221"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "0123" "02412" "0123" "02311" "02412"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "011" "013" "013" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01221" "013" "022114" "0123" "011"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "02412" "02233" "021112" "021122"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "011" "02411" "02212" "011" "011"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "02423" "022111" "011" "02313" "0123"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01221" "011" "0121" "02423"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "021112" "02423" "02232" "02423"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "011" "011"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "013" "011"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "011" "022112" "011"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01221" "022111" "013" "011" "021111"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "02411" "011" "011" "02423" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "02423" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "011" "02231" "011"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "0123" "011" "0123"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "011" "011" "011" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "011" "011" "02423" "011" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "02423" "011" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "02423" "013" "02311" "02412" "01222"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "0121" "023121" "022112" "02231" "0123"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "013" "011" "021122" "011"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "011" "02231" "02313" "011" "011"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "011" "02213" "011" "01221" "021112"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01222" "02412" "02412"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "013" "022114" "02232" "01222" "011"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "021123" "021111" "02412"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "011" "0123" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "011" "02231" "02411" "022112" "013"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "0121" "021111" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "011" "011" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "0123" "021112" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "011" "02423" "02423" "022113" "0123"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "02423" "01222" "011" "011"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "011" "011" "011" "011"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "013" "011" "011" "011" "01222"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "02411" "01221" "011" "01221" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "013" "02311" "01221" "011" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "013" "013" "021111" "02411"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "011" "011" "023121" "02411" "021111"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "023121" "02411" "011" "02411" "021112"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01221" "0121" "011" "02423"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "02412" "01221" "011" "011"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "021111" "021111" "02423" "021112" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "02412" "011" "01221" "01221" "0121"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "02411" "011" "02212" "013" "021112"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "013" "02311" "021112" "021111" "01221"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "021111" "011" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "021111" "011" "013" "021111" "02411"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "021123" "01221" "013" "021111" "023121"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "0121" "021111" "02411" "021112" "011"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01221" "021111" "02411" "02411" "01222"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "021112" "02411" "02411" "011" "023121"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "011" "013" "013" "021112" "013"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "011" "023121" "021111" "0121" "0121"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "02411" "02411" "023121" "021112" "011"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "02411" "02423" "021111" "021111" "0121"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "011" "013" "013" "01221" "021122"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01221" "011" "021122" "02411" "021123"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "02411" "01221" "021111" "013" "02411"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "011" "011" "023121" "02231" "021111"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "011" "021111" "023121" "023121"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "02411" "011" "02411" "011"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "021111" "0121" "011" "023121" "021111"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "011" "02233" "011" "021111" "021111"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01221" "0121" "02423" "021112" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "02411" "011" "011" "0121" "023121"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "021122" "013" "023121" "01221" "021111"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "02411" "02311" "011" "023121" "011"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "02411" "013" "02232" "0121" "011"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "02423" "021111" "011" "011" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "021111" "01221" "02411" "021111" "021112"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "021122" "023121" "02411" "02411" "023121"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "02411" "01221" "021111" "01221" "02411"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "021112" "02411" "02411" "011" "0121"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "011" "011" "02233" "02411" "021111"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "02423" "02423" "011" "021112" "023121"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "011" "02411" "02411" "02411" "01221"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "02411" "011" "023121" "021122" "02411"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "023121" "02423" "011" "013" "0121"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01221" "011" "01221" "013" "011"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "021111" "011" "0121" "01222" "021111"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "021111" "02411" "023121" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "021111" "011" "0121" "021111" "011"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "013" "013" "023121" "021111" "023121"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "021112" "023121" "01221" "01222" "0121"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "021123" "011" "01221" "0121" "021111"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "013" "02411" "021111" "01221" "0121"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "023121" "02411" "011" "023123" "013"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "0121" "02411" "021122" "011" "02411"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "02423" "011" "013" "02423" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "02411" "02411" "021112" "02412" "021122"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "013" "011" "011" "02411" "02411"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "0121" "02423" "021111" "02411" "02411"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01221" "021111" "02423" "021123" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "011" "013" "0123" "011" "01221"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "021111" "01221" "011" "02411" "02411"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "021111" "011" "022113" "0121" "02411"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "011" "021112" "02411" "0121" "011"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "023121" "011" "011" "02411" "0123"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "023122" "023121" "011" "01221" "02411"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "021112" "023121" "013" "0213" "013"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "013" "021122" "02411" "021111" "023121"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "02411" "011" "021122" "021111" "01221"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "011" "023121" "011" "02411" "021111"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "02423" "023121" "02423" "021111" "0121"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "011" "02411" "021112" "02423" "011"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "013" "023121" "013" "01221" "021111"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01221" "0213" "01221" "02411" "02411"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "021111" "02423" "02412" "021111" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "0123" "02423" "0121" "011"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "011" "011" "011" "011" "011"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "011" "011" "011" "011" "011"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "011" "013" "013" "0123" "011"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "02411" "0121" "02423" "011" "011"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "011" "011" "011" "013" "01221"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "011" "011" "0123" "022112" "0123"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01221" "011" "021111" "02313" "01221"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "011" "0121" "011" "0121" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "011" "013" "011" "011" "011"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "021111" "011" "0123" "011" "0121"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "011" "022111" "021111" "021112" "01221"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "013" "011" "0121" "013" "011"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "011" "02233" "023121" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "0121" "02232" "011" "013" "011"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "02411" "0213" "013" "021112" "02411"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "013" "013" "02411" "011" "011"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "0121" "013" "011" "011" "011"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "021111" "011" "01221" "011" "01221"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "011" "0121" "01221" "011" "011"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "011" "011" "02411" "011" "0121"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "011" "011" "01221" "023121" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "021123" "02411" "0121" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "013" "0123" "013" "011" "013"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "023121" "011" "022111" "011" "011"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "011" "0123" "01221" "013" "013"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "02411" "02213" "011" "011"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "011" "0121" "01221" "011" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "011" "01221" "0121" "011" "011"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "011" "011" "02311" "0121" "01221"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "02411" "011" "02232" "0213" "01221"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "011" "021111" "0123" "011" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "0121" "011" "02233" "011" "011"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "011" "02233" "0121" "0123" "011"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "021111" "0121" "011" "011" "011"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "011" "011" "021111" "023121" "01221"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "011" "011" "011" "011" "011"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "013" "013" "011" "023121" "011"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "013" "0121" "021111" "013" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "023121" "011" "023121" "011" "011"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "011" "0121" "01221" "01221" "011"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "011" "011" "01221" "0121" "013"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "021111" "011" "011" "011" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "0123" "0121" "02411" "021112" "0121"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "011" "011" "013" "0121" "011"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "011" "011" "0121" "02411" "02411"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "02411" "011" "011" "0121"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "011" "0121" "011" "011" "02423"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "011" "011" "021111" "011" "02411"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "011" "013" "011" "0123" "02411"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "021112" "022113" "0121" "0121"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "013" "0123" "0121" "0121" "011"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "013" "011" "01221" "013" "021111"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "011" "011" "0121" "013" "011"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "0121" "013" "011" "02411"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "011" "0121" "013" "02423" "02122"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "0121" "0121" "011" "011" "023121"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "013" "013" "01221" "013" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "0121" "0123" "011" "011" "011"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "02423" "011" "02234" "023121" "0123"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "011" "013" "011" "02411" "011"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "011" "01221" "02311" "0121" "0123"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "013" "02232" "013" "01221" "013"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "013" "011" "013" "011"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "011" "022111" "0121" "0121" "011"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "02411" "011" "011" "013" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "013" "011" "0121" "02411" "011"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "021111" "0121" "0121" "021122" "011"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "021111" "011" "02232" "013" "0121"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "011" "011" "013" "0121" "011"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "011" "011" "0121" "021112" "011"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "0123" "011" "011" "0123" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "011" "013" "0123" "02233" "021111"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "011" "011" "0213" "023121" "011"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "02411" "0121" "011" "011" "011"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "013" "01221" "0123" "013" "02411"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "011" "011" "01221" "013"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "023121" "011" "011" "011" "013"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "013" "021212" "021211" "011" "021213"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "021213" "021211" "021213" "02122" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "0121" "02212" "021212" "021211" "021212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "021213" "011" "011" "011" "011"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "011" "011" "011" "021213" "011"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "011" "011" "011" "022222" "021212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "011" "021213" "011" "021212" "021211"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "02122" "011" "02122" "011" "02433"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "021211" "02122" "021212" "021212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "011" "011" "021212" "021211" "011"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "011" "021213" "022222" "021212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "011" "021211" "011" "011" "011"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "011" "021213" "011" "011" "011"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "021211" "021211" "021212" "011" "011"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "021211" "02412" "021212" "011" "021213"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "021212" "021211" "021211" "02433" "021211"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "011" "021211" "02122" "011" "011"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "021211" "011" "02122" "021211" "021212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "02322" "021212" "011" "011" "011"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "021213" "021212" "021213" "022222" "011"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "011" "02122" "02433" "0213" "021211"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "011" "02122" "011" "011"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "0121" "021211" "02122" "021212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "021211" "022222" "011" "021212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "021211" "0213" "021212" "021213" "021212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "011" "021211" "021211" "021212" "011"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "021212" "0213" "021212" "011"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "011" "011" "011" "011" "011"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "011" "011" "021212" "0213" "011"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "011" "01222" "011" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "011" "011" "021211" "0213" "02122"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "011" "021211" "021213" "011" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "021211" "011" "021213" "021212" "021112"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "011" "02212" "021212" "011" "021212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "013" "02122" "021212" "011" "011"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "021211" "021211" "011" "02122" "011"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "011" "011" "0213" "021212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "011" "021211" "022222" "021213" "011"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "011" "02433" "011" "0213" "011"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "021213" "021213" "011" "02433" "02433"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "011" "021213" "011" "011"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "011" "021213" "011" "021212" "024223"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "011" "011" "011" "011" "013"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "011" "011" "02122" "02122" "021213"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "021112" "013" "011" "02433" "011"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "02433" "0213" "02433" "021212" "021212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "021212" "011" "011" "011" "011"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "011" "021213" "0213" "021213" "0121"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "021213" "021211" "011" "011" "021212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "021212" "02433" "021211" "021211" "011"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "011" "02122" "0213" "02433"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "011" "02433" "011" "011" "02122"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "011" "011" "011" "021212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "011" "0213" "011" "0121" "02421"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "011" "021212" "011" "021211" "021213"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "013" "021212" "02122" "011" "011"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "021212" "011" "021212" "011" "02433"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "021213" "021212" "011" "021212" "011"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "011" "011" "021212" "011" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "021211" "011" "011" "011" "02122"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "021212" "022222" "011" "021211" "011"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "011" "021212" "021212" "011" "011"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "02433" "021213" "021211" "021211" "011"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "02412" "021212" "021212" "021212" "011"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "02122" "0121" "021212" "02122" "013"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "011" "011" "02122" "011" "011"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "011" "02433" "021211" "024223" "011"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "021211" "021112" "0213" "02122" "011"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "011" "021212" "022222" "021212" "011"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "021211" "021211" "02122" "011" "0121"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "011" "011" "011" "021211" "02433"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "011" "011" "021213" "011" "011"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "011" "02122" "021212" "021213" "011"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "021211" "0213" "021213" "011" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "021212" "011" "021212" "011" "011"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "02433" "021213" "021213" "021212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "02432" "011" "0121" "024221"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024222" "011" "021121" "021121" "021111"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "02432" "011" "011" "02223" "022213"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "022211" "024222" "024221"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "02432" "011" "02431" "022212" "02432"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "02432" "022223" "02432" "011" "011"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "022211" "024221" "02421" "02421" "011"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "011" "011" "011" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024221" "011" "02223" "02431" "02432"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "02432" "021123" "011" "02432" "021121"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "022212" "021123" "011" "013"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "022213" "02431" "011" "02432" "022211"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "022213" "02432" "022224" "022213" "02412"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "02412" "021121" "02432" "011" "021121"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "011" "024222" "02431" "011" "02421"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "011" "013" "02421" "02432" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "011" "02432" "02223" "011" "011"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "011" "011" "022223" "011" "022212"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "02431" "02213" "022221" "02421" "02432"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "02431" "02421" "02432" "024221" "02431"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "022213" "02223" "021121" "02421" "013"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "02431" "02431" "021121" "02431" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "011" "024222" "02421" "02421" "011"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "02431" "011" "024221" "024221" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "02421" "02432" "02432" "02421" "022213"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "013" "02421" "0213" "02421" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "013" "022213" "011" "02223" "011"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "02431" "02421" "022211" "02421" "021112"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "022212" "02421" "024222" "022213" "02432"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "022213" "02431" "021112" "022211" "024221"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "02432" "022212" "022211" "021121" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "021123" "0213" "021121" "011" "011"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024221" "011" "024221" "011"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "021121" "02421" "022224" "024222" "02421"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "021121" "022211" "02421" "022211" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "011" "024221" "02421" "02431" "02432"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "011" "02421" "02421" "011"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "022211" "024221" "011" "013"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "02432" "02432" "011" "02421" "02421"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "02431" "02432" "021121" "011" "022212"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "02421" "022213" "011" "02433"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "02431" "02432" "024221" "02431" "02431"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "02432" "022223" "022211" "011" "02412"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024221" "0123" "022212" "022211" "011"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024222" "013" "022221" "02223" "011"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "02421" "021121" "02421" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024221" "02421" "02421" "02421" "021121"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "022212" "022213" "021123" "02421" "011"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "021121" "02213" "02421" "02432" "023123"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "022211" "011" "0213" "022221" "022212"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "022213" "02433" "02432" "011" "02432"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "021121" "011" "021121" "022223" "011"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "011" "022211"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "021121" "02431" "02421" "011" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "011" "011" "02223" "022212" "011"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "011" "011" "022224" "02421"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "02431" "02431" "02421" "022212"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "022212" "02431" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "02431" "02223" "02432" "011" "022213"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "011" "02432" "02431" "024221" "021121"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "022212" "02421" "011" "021121" "022213"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "022211" "022212" "02432" "011" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "02431" "013" "022213" "023123" "024222"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "011" "021121" "024221"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "02431" "021121" "02432" "02431" "024222"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "02432" "02431" "022213" "024222" "02432"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "022213" "022221" "011" "011" "022211"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "013" "02412" "02421" "021121"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024222" "022211" "02431" "02421" "013"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024221" "02421" "02431" "022213"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "011" "011" "02412" "022212" "011"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "02432" "011" "022212" "011" "024221"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "022212" "022224" "011" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "011" "011" "011" "011" "011"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "02421" "022211" "02431" "02421" "02432"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "011" "021121" "024222" "022221" "021121"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "021123" "011" "022212" "022212"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024222" "011" "011" "011" "024221"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "013" "022213" "02432" "011" "011"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "02432" "02432"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "02432" "011" "021121" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "021123" "011" "011" "023123" "02432"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "011" "022212" "02431" "011" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "011" "022211" "024221" "021121"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "022211" "022213" "022213" "011" "022212"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "013" "011" "011" "011" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "02421" "023123" "0213" "02313" "02431"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "02421" "021123" "022224" "011" "024221"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "022212" "024221" "02431" "022223" "021121"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "022212" "013" "022212" "02412" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "0123" "022223" "022223" "02431" "011"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "011" "02432" "02431" "022221" "01222"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "02432" "023123" "01222" "021121" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "02421" "011" "013" "02431" "022213"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "011" "02432" "011" "02431" "02432"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "02431" "011" "024221" "011" "011"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "02421" "011" "024221" "02421" "011"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "02421" "011" "02431" "011" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "02431" "022212" "02421" "021121" "02431"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "022213" "021121" "0123" "024221" "022213"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "022211" "011" "022221" "022221" "011"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "022213" "022213" "021121" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "02421" "02421" "021121" "02431" "021121"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "011" "021123" "02223" "011" "02431"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "022213" "024222" "011" "024221" "02431"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "022211" "022221" "02432" "022213" "024222"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "022213" "02431" "02213" "021123" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "011" "02223" "022221" "02431" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "011" "02431" "022224" "022213" "0123"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "011" "02432" "02431" "013"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "011" "02213" "022221" "021123" "02421"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "013" "02432" "02431" "013" "022213"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "02431" "02432" "011"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "011" "02431" "011" "022213"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "022211" "011" "011" "011" "022211"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "011" "022221" "02421" "02213" "022211"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "02432" "011" "0121" "011" "023123"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "02432" "02431" "022221" "024222" "02431"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "02431" "02212" "024221" "011" "023123"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "024221" "011" "02431" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024222" "011" "02432" "022211" "011"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "02421" "022213" "02431" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "011" "02431" "0121" "02431" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024222" "013" "022224" "02432" "022212"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "023123" "02432" "021121" "011"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "02432" "02431" "022213" "024221"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "011" "022211" "011" "021123" "022212"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "022211" "011" "024221" "021121" "024222"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "021121" "011" "02213" "011" "022211"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "021123" "02421" "02431" "02223" "011"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "02432" "022212" "011" "022211" "021123"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "011" "024221" "011"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "02421" "02432" "024221" "022212" "024222"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "022213" "011" "011" "011" "02421"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "021123" "02432" "022211" "022221" "02431"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "022211" "02431" "024222" "0121"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "022212" "021121" "02412" "022221" "011"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01222" "02421" "011" "02421" "02412"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024222" "021121" "02223" "022211" "011"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024222" "022212" "022213" "022224" "011"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "02431" "02431" "02432" "021123" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "022211" "02431" "02432"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "022212" "02432" "02432" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "02421" "011" "02421" "021121" "02421"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "022212" "021123" "011" "0123" "022211"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "011" "011" "013" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "02431" "02432" "022212" "02421" "02421"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "022212" "02431" "02421" "02313" "011"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "022212" "022211" "011" "024222" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "02431" "021112" "021112" "024222" "011"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "011" "024221" "022211" "011" "011"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "02432" "023123" "024221" "02223" "013"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "02431" "024222" "011" "02432"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024221" "02432" "011" "02432"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 623))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "011" "011" "011" "011" "013"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "0121" "02122" "02122" "02212" "02324"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "02122" "02322" "02322" "02321" "02323"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "02411" "01221" "02122"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "011" "011" "011" "021213" "02412"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "02322" "02321" "0213" "02212" "011"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "02321" "011" "011" "02321" "02412"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "011" "02212" "02324" "02322" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "02122" "01221" "02323" "02122" "02412"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "011" "02321" "02323" "02212" "011"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "02321" "02323" "0233" "02412"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "02323" "02323" "02322" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024223" "013" "013" "011" "011"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "021211" "02321" "013" "02122" "02322"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "02322" "0233" "011" "02324" "02412"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "013" "0233" "021211" "02412" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "02324" "011" "011" "02324" "02122"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "011" "02412" "011" "0233" "021112"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "011" "02322" "011" "02323" "013"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "02122" "011" "02321" "011" "013"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "02324" "02321" "011" "02324" "02321"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "02321" "02212" "021122" "011"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "02122" "02321" "02412" "011" "02411"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "011" "02122" "0233" "011" "011"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "02322" "02122" "011" "02321" "011"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "011" "02324" "02323" "02324" "011"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "011" "02122" "02412" "02321"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "011" "02321" "013" "011" "011"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "02411" "01222" "011" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "011"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "02322" "02122" "02212" "011" "02122"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "02122" "011" "02324" "02122"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "013" "02321" "011" "02324" "02122"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "02324" "011" "011" "021122" "02323"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "02122" "02321" "0233" "02411" "02323"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "02321" "0233" "02324"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "011" "02122" "011" "02122" "02324"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "02321" "02323" "0233" "02322" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "02412" "02212" "011" "02322" "02321"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "013" "02412" "02321" "011" "02411"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "02321" "0121" "011" "02321" "02122"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "02322" "0233" "011" "02122" "013"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "02322" "02322" "0233" "02122" "021111"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "011" "0233" "02321" "0233" "021123"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "02323" "011" "013" "021123" "011"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "011" "011" "0233" "02122" "02324"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "02322" "02122" "02323" "013" "02322"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "02122" "02122" "02212" "02322" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "02323" "02321" "024223" "02122" "02323"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "021122" "02122" "02321" "02122" "02322"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01222" "011" "02122" "011"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "011" "011" "02321" "024223" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "011" "01222" "0233" "02321" "02321"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "02412" "0233" "02122" "013" "02323"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "02321" "02323" "02322" "011" "02324"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "021112" "02122" "02412" "024223"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "011" "02322" "011" "011" "02323"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "02323" "01221" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "011" "02122" "02322" "011" "02322"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "011" "02412" "02323" "011"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "011" "0121" "011" "011" "02323"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "011" "02323" "0233" "011" "02323"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "02122" "02322" "02322" "0233" "011"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "02321" "013" "0233" "02323" "02122"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01221" "021211" "02212" "02212" "02322"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "02323" "0233" "011" "02323" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "02321" "02122" "02323" "02321" "02322"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01222" "02321" "02322" "011" "02321"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "02322" "02324" "02122" "02322" "024223"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "02412" "021112" "013" "02323" "02321"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "02412" "02321" "011" "011" "02322"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "02321" "02122" "02324" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "02322" "02324" "02212" "013"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "011" "013" "011" "02324" "013"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "013" "02412" "02324" "011" "011"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "02122" "013" "011" "011" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "02322" "02321" "021211"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "0123" "011" "02212" "011" "02323"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "011" "02412" "02311" "021112" "02322"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "02122" "02324" "011" "02324" "02412"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "011" "02322" "02322" "011" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "011" "011" "02412" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "02321" "02212" "011" "011" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "02324" "011"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "011" "0121" "02324" "0233" "02321"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "011" "021112" "011" "02322" "011"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "02324" "02323" "02324" "0233" "01221"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "013" "02322" "02212" "021112" "02323"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "02122" "013" "0213" "011" "02323"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "02423" "02321" "021112" "02122"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "02412" "02323" "021112" "02324" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "02324" "011" "011" "0121" "02321"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "02412" "02321" "011" "011" "013"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "011" "011" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024223" "011" "011" "02324" "024223"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "02323" "011" "02122" "02122" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "02322" "02412" "011" "011" "011"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "011" "02321" "02322" "011" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "02322" "02122" "02122" "011"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "011" "011" "01222" "024222" "013"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "011" "011" "011" "02324"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "02321" "01222" "011" "011" "011"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "0121" "011" "02212" "02433" "011"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "02321" "013" "02323" "011" "02322"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024223" "011" "011" "02322" "011"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "011" "02323" "02212" "02323" "02324"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "011" "0233" "02324" "02323" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "011" "02411" "011" "02324" "011"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "02323" "02321" "02323" "02323" "013"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "02322" "011" "02412" "02323" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "011" "011" "02322"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "02323" "02212" "0233" "02122" "013"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "02321" "02412" "02412" "0233" "02321"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024223" "02322" "011" "02321" "011"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "021122" "0121" "02321" "011" "02423"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "011" "011" "02311" "0233" "02321"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "02122" "011" "02122" "02122" "02323"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "02321" "021112" "013" "02322"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "02323" "013" "02321" "01222"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "02412" "0233" "011" "0233" "02321"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "02412" "0233" "013" "02322" "02321"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "011" "0233" "011" "02322"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "02322" "011" "02324" "011" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01222" "0213" "02323" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "0121" "02323" "02321" "02324" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "011" "011" "011" "011" "024223"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "011" "0233" "02321" "011" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "011" "011" "013" "02324" "02321"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "011" "024223" "021112" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "011" "021122" "02321"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "011" "02322" "02321" "0233" "02324"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "02122" "011" "02412" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "011" "0233" "011" "02423" "013"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "011" "013" "02323" "011" "02321"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "011" "02212" "011" "02412" "011"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "02323" "02322" "02313" "02122" "02122"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "02324" "011" "02321" "02122"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "013" "013" "02322" "0233" "02323"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "02324" "0233" "0233" "011" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "02321" "024222" "01222" "021112" "02324"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "02122" "02321" "013" "02321"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "02412" "011" "0233" "02324" "02322"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "024223"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "02412" "011" "02322" "011" "02322"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "02324" "024223" "02212" "013" "02322"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "02322" "02324" "011" "02322" "02323"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "011" "02322" "0233" "0121"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "011" "02122" "013" "011" "02324"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "013" "02324" "024223" "024223" "011"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "02423" "0123" "011" "02212" "02323"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "02122" "013" "02321" "0121" "02122"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "02322" "02321" "0233" "02321" "02321"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "02321" "02212" "02323" "02212" "02321"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "02324" "011" "011" "0121" "02122"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "02321" "02321" "021213" "021211" "011"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "02122" "02122" "021211" "02122" "02122"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "021212" "024223" "011" "011" "0121"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "02122" "021211" "013" "02321" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "011" "0213" "011" "02323"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "013" "02323" "0121" "021211"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "021211" "02234" "02321" "013" "021213"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "011" "011" "02321" "02122" "02321"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "02321" "011" "0121" "011" "02423"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "02321" "02321" "02321" "02122" "011"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "02321" "02323" "02321" "02212" "02122"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "0121" "011" "02122" "021211" "02122"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "011" "013" "011" "011" "01222"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "011" "011" "0213" "013" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "011" "022112" "023122" "021122" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "021122" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "011" "021111" "021112" "023122"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "013" "021112" "022111" "02311" "011"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01221" "013" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "021122" "022111" "023122" "021122" "0123"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "02411" "011" "022111" "02322" "02322"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "02423" "022111" "02411" "021112"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "021112" "013" "02411" "02311" "02411"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "013" "023122"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "011" "021112" "01221" "013" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "011" "022112" "011" "021112" "021122"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "011" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "023122" "01221" "023122" "02232" "011"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "011" "011" "022111" "0121" "02411"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "011" "011" "022111" "023122" "023122"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "021112" "021123" "022111" "02311" "02411"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "011" "02311" "02213" "022113" "011"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "011"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "021112" "0121" "02411"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "011" "0121" "023123" "013" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "023122" "013" "021111" "021122"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "011" "021112" "022111" "021112" "021122"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "011" "02213" "011" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "011" "0213" "021112" "011" "013"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "011" "02311" "02213" "021112" "0123"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "021111" "0123" "021122" "02311" "0123"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "02412" "011"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "02411" "02412" "01221" "021111"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "021111" "022111" "02212" "023122" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "023122" "02213" "02213" "02231" "01221"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "021123" "011" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "02411"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "011" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "011" "011" "011" "02311" "023122"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "011" "02232" "021112" "021112" "023123"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "023122" "02233" "023122" "011"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "02412" "011" "023122" "023122" "02412"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "023122" "01221" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "011" "011" "0123" "011" "023122"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "0121" "011" "02411" "021112" "02322"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "013" "02232" "0123" "02311" "02412"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "011" "022114" "02233" "02411" "0121"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "013" "021122" "02411" "011" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "021112" "02313" "023123" "011" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "0123" "011" "021112" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "0123" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "021111" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01221" "021112" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "011" "011"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "023122" "011" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "011" "011"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "024223" "021122" "011" "01221"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "0121" "01221" "02311" "02311" "011"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "011" "022114" "02412" "021112" "011"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "011" "02233" "022111" "021112"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "011" "021112" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "011" "02411" "01221"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "021121" "01221" "02311" "02213" "02322"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "013"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "023122" "0121" "011" "011" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "02411" "011" "021112" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "02322" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "011" "021111" "011" "02423"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "0121" "011" "021112" "022112" "023122"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "023122" "021122"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "021112"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "013" "021112" "01221" "02412" "013"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "013" "024223" "022111" "02311" "02411"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "0123" "02213" "02311" "02213" "011"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "013" "011" "022111" "01221" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "0123" "023122" "02423" "02412" "023122"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "013" "011" "013" "011"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "022213" "011" "011"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "011" "021112" "011" "011" "011"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "011" "01221" "011" "011" "021123"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "02412" "02232" "011" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01222" "02411" "02233" "011" "011"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "011" "011" "02412"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "0121" "0123" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "0121" "011" "021111" "02232" "0121"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "021123" "01221"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "011" "011" "013" "011" "0123"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "0123" "011" "011"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "0123" "02231" "011" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "011" "0123" "011" "02412" "011"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "011" "022112" "011" "011" "011"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "021111" "011" "022112" "0123" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "011" "013" "021112"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "011" "011" "01222" "011" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "013" "02412" "02423"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "02412" "013" "011" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "0123" "02423" "02313" "011"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "0123" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "011" "022111" "022112" "011" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "011" "02231" "02231" "021111" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "011" "02231" "02231" "011" "0121"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "013" "0121" "011" "011"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "023121" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "011" "022112" "02213" "011"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "011" "011" "023121" "023121" "011"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "0123" "022111" "02313" "022113" "011"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "011" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "011" "022112" "022111" "02423" "011"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "013" "022112" "011" "02411" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "011" "02412" "011" "011" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "011" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "02411" "02412" "011" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "011" "02213" "02423" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "011" "02232" "02411" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01221" "022112" "011" "011"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "0123" "02313" "011" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "02412" "01221" "013" "011"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01221" "02232" "01221" "011" "01221"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "0123" "02412" "0123" "02311" "02412"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "011" "013" "013" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01221" "013" "022114" "0123" "011"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "02412" "02233" "021112" "021122"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "011" "02411" "02212" "011" "011"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "02423" "022111" "011" "02313" "0123"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01221" "011" "0121" "02423"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "021112" "02423" "02232" "02423"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "011" "011"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "013" "011"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "011" "022112" "011"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01221" "022111" "013" "011" "021111"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "02411" "011" "011" "02423" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "02423" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "011" "02231" "011"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "0123" "011" "0123"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "011" "011" "011" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "011" "011" "02423" "011" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "02423" "011" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "02423" "013" "02311" "02412" "01222"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "0121" "023121" "022112" "02231" "0123"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "013" "011" "021122" "011"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "011" "02231" "02313" "011" "011"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "011" "02213" "011" "01221" "021112"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01222" "02412" "02412"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "013" "022114" "02232" "01222" "011"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "021123" "021111" "02412"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "011" "0123" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "011" "02231" "02411" "022112" "013"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "0121" "021111" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "011" "011" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "0123" "021112" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "011" "02423" "02423" "022113" "0123"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "02423" "01222" "011" "011"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "011" "011" "011" "011"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "013" "011" "011" "011" "01222"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "02411" "01221" "011" "01221" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "013" "02311" "01221" "011" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "013" "013" "021111" "02411"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "011" "011" "023121" "02411" "021111"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "023121" "02411" "011" "02411" "021112"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01221" "0121" "011" "02423"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "02412" "01221" "011" "011"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "021111" "021111" "02423" "021112" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "02412" "011" "01221" "01221" "0121"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "02411" "011" "02212" "013" "021112"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "013" "02311" "021112" "021111" "01221"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "021111" "011" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "021111" "011" "013" "021111" "02411"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "021123" "01221" "013" "021111" "023121"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "0121" "021111" "02411" "021112" "011"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01221" "021111" "02411" "02411" "01222"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "021112" "02411" "02411" "011" "023121"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "011" "013" "013" "021112" "013"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "011" "023121" "021111" "0121" "0121"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "02411" "02411" "023121" "021112" "011"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "02411" "02423" "021111" "021111" "0121"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "011" "013" "013" "01221" "021122"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01221" "011" "021122" "02411" "021123"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "02411" "01221" "021111" "013" "02411"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "011" "011" "023121" "02231" "021111"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "011" "021111" "023121" "023121"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "02411" "011" "02411" "011"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "021111" "0121" "011" "023121" "021111"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "011" "02233" "011" "021111" "021111"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01221" "0121" "02423" "021112" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "02411" "011" "011" "0121" "023121"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "021122" "013" "023121" "01221" "021111"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "02411" "02311" "011" "023121" "011"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "02411" "013" "02232" "0121" "011"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "02423" "021111" "011" "011" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "021111" "01221" "02411" "021111" "021112"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "021122" "023121" "02411" "02411" "023121"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "02411" "01221" "021111" "01221" "02411"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "021112" "02411" "02411" "011" "0121"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "011" "011" "02233" "02411" "021111"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "02423" "02423" "011" "021112" "023121"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "011" "02411" "02411" "02411" "01221"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "02411" "011" "023121" "021122" "02411"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "023121" "02423" "011" "013" "0121"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01221" "011" "01221" "013" "011"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "021111" "011" "0121" "01222" "021111"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "021111" "02411" "023121" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "021111" "011" "0121" "021111" "011"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "013" "013" "023121" "021111" "023121"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "021112" "023121" "01221" "01222" "0121"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "021123" "011" "01221" "0121" "021111"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "013" "02411" "021111" "01221" "0121"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "023121" "02411" "011" "023123" "013"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "0121" "02411" "021122" "011" "02411"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "02423" "011" "013" "02423" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "02411" "02411" "021112" "02412" "021122"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "013" "011" "011" "02411" "02411"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "0121" "02423" "021111" "02411" "02411"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01221" "021111" "02423" "021123" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "011" "013" "0123" "011" "01221"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "021111" "01221" "011" "02411" "02411"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "021111" "011" "022113" "0121" "02411"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "011" "021112" "02411" "0121" "011"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "023121" "011" "011" "02411" "0123"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "023122" "023121" "011" "01221" "02411"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "021112" "023121" "013" "0213" "013"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "013" "021122" "02411" "021111" "023121"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "02411" "011" "021122" "021111" "01221"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "011" "023121" "011" "02411" "021111"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "02423" "023121" "02423" "021111" "0121"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "011" "02411" "021112" "02423" "011"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "013" "023121" "013" "01221" "021111"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01221" "0213" "01221" "02411" "02411"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "021111" "02423" "02412" "021111" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "0123" "02423" "0121" "011"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "011" "011" "011" "011" "011"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "011" "011" "011" "011" "011"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "011" "013" "013" "0123" "011"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "02411" "0121" "02423" "011" "011"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "011" "011" "011" "013" "01221"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "011" "011" "0123" "022112" "0123"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01221" "011" "021111" "02313" "01221"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "011" "0121" "011" "0121" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "011" "013" "011" "011" "011"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "021111" "011" "0123" "011" "0121"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "011" "022111" "021111" "021112" "01221"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "013" "011" "0121" "013" "011"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "011" "02233" "023121" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "0121" "02232" "011" "013" "011"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "02411" "0213" "013" "021112" "02411"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "013" "013" "02411" "011" "011"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "0121" "013" "011" "011" "011"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "021111" "011" "01221" "011" "01221"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "011" "0121" "01221" "011" "011"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "011" "011" "02411" "011" "0121"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "011" "011" "01221" "023121" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "021123" "02411" "0121" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "013" "0123" "013" "011" "013"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "023121" "011" "022111" "011" "011"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "011" "0123" "01221" "013" "013"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "02411" "02213" "011" "011"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "011" "0121" "01221" "011" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "011" "01221" "0121" "011" "011"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "011" "011" "02311" "0121" "01221"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "02411" "011" "02232" "0213" "01221"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "011" "021111" "0123" "011" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "0121" "011" "02233" "011" "011"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "011" "02233" "0121" "0123" "011"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "021111" "0121" "011" "011" "011"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "011" "011" "021111" "023121" "01221"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "011" "011" "011" "011" "011"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "013" "013" "011" "023121" "011"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "013" "0121" "021111" "013" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "023121" "011" "023121" "011" "011"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "011" "0121" "01221" "01221" "011"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "011" "011" "01221" "0121" "013"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "021111" "011" "011" "011" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "0123" "0121" "02411" "021112" "0121"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "011" "011" "013" "0121" "011"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "011" "011" "0121" "02411" "02411"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "02411" "011" "011" "0121"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "011" "0121" "011" "011" "02423"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "011" "011" "021111" "011" "02411"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "011" "013" "011" "0123" "02411"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "021112" "022113" "0121" "0121"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "013" "0123" "0121" "0121" "011"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "013" "011" "01221" "013" "021111"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "011" "011" "0121" "013" "011"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "0121" "013" "011" "02411"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "011" "0121" "013" "02423" "02122"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "0121" "0121" "011" "011" "023121"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "013" "013" "01221" "013" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "0121" "0123" "011" "011" "011"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "02423" "011" "02234" "023121" "0123"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "011" "013" "011" "02411" "011"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "011" "01221" "02311" "0121" "0123"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "013" "02232" "013" "01221" "013"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "013" "011" "013" "011"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "011" "022111" "0121" "0121" "011"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "02411" "011" "011" "013" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "013" "011" "0121" "02411" "011"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "021111" "0121" "0121" "021122" "011"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "021111" "011" "02232" "013" "0121"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "011" "011" "013" "0121" "011"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "011" "011" "0121" "021112" "011"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "0123" "011" "011" "0123" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "011" "013" "0123" "02233" "021111"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "011" "011" "0213" "023121" "011"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "02411" "0121" "011" "011" "011"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "013" "01221" "0123" "013" "02411"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "011" "011" "01221" "013"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "023121" "011" "011" "011" "013"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "013" "021212" "021211" "011" "021213"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "021213" "021211" "021213" "02122" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "0121" "02212" "021212" "021211" "021212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "021213" "011" "011" "011" "011"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "011" "011" "011" "021213" "011"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "011" "011" "011" "022222" "021212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "011" "021213" "011" "021212" "021211"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "02122" "011" "02122" "011" "02433"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "021211" "02122" "021212" "021212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "011" "011" "021212" "021211" "011"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "011" "021213" "022222" "021212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "011" "021211" "011" "011" "011"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "011" "021213" "011" "011" "011"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "021211" "021211" "021212" "011" "011"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "021211" "02412" "021212" "011" "021213"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "021212" "021211" "021211" "02433" "021211"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "011" "021211" "02122" "011" "011"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "021211" "011" "02122" "021211" "021212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "02322" "021212" "011" "011" "011"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "021213" "021212" "021213" "022222" "011"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "011" "02122" "02433" "0213" "021211"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "011" "02122" "011" "011"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "0121" "021211" "02122" "021212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "021211" "022222" "011" "021212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "021211" "0213" "021212" "021213" "021212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "011" "021211" "021211" "021212" "011"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "021212" "0213" "021212" "011"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "011" "011" "011" "011" "011"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "011" "011" "021212" "0213" "011"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "011" "01222" "011" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "011" "011" "021211" "0213" "02122"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "011" "021211" "021213" "011" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "021211" "011" "021213" "021212" "021112"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "011" "02212" "021212" "011" "021212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "013" "02122" "021212" "011" "011"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "021211" "021211" "011" "02122" "011"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "011" "011" "0213" "021212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "011" "021211" "022222" "021213" "011"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "011" "02433" "011" "0213" "011"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "021213" "021213" "011" "02433" "02433"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "011" "021213" "011" "011"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "011" "021213" "011" "021212" "024223"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "011" "011" "011" "011" "013"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "011" "011" "02122" "02122" "021213"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "021112" "013" "011" "02433" "011"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "02433" "0213" "02433" "021212" "021212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "021212" "011" "011" "011" "011"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "011" "021213" "0213" "021213" "0121"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "021213" "021211" "011" "011" "021212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "021212" "02433" "021211" "021211" "011"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "011" "02122" "0213" "02433"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "011" "02433" "011" "011" "02122"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "011" "011" "011" "021212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "011" "0213" "011" "0121" "02421"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "011" "021212" "011" "021211" "021213"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "013" "021212" "02122" "011" "011"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "021212" "011" "021212" "011" "02433"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "021213" "021212" "011" "021212" "011"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "011" "011" "021212" "011" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "021211" "011" "011" "011" "02122"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "021212" "022222" "011" "021211" "011"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "011" "021212" "021212" "011" "011"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "02433" "021213" "021211" "021211" "011"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "02412" "021212" "021212" "021212" "011"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "02122" "0121" "021212" "02122" "013"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "011" "011" "02122" "011" "011"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "011" "02433" "021211" "024223" "011"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "021211" "021112" "0213" "02122" "011"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "011" "021212" "022222" "021212" "011"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "021211" "021211" "02122" "011" "0121"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "011" "011" "011" "021211" "02433"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "011" "011" "021213" "011" "011"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "011" "02122" "021212" "021213" "011"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "021211" "0213" "021213" "011" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "021212" "011" "021212" "011" "011"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "02433" "021213" "021213" "021212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "02432" "011" "0121" "024221"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024222" "011" "021121" "021121" "021111"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "02432" "011" "011" "02223" "022213"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "022211" "024222" "024221"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "02432" "011" "02431" "022212" "02432"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "02432" "022223" "02432" "011" "011"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "022211" "024221" "02421" "02421" "011"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "011" "011" "011" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024221" "011" "02223" "02431" "02432"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "02432" "021123" "011" "02432" "021121"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "022212" "021123" "011" "013"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "022213" "02431" "011" "02432" "022211"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "022213" "02432" "022224" "022213" "02412"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "02412" "021121" "02432" "011" "021121"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "011" "024222" "02431" "011" "02421"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "011" "013" "02421" "02432" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "011" "02432" "02223" "011" "011"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "011" "011" "022223" "011" "022212"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "02431" "02213" "022221" "02421" "02432"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "02431" "02421" "02432" "024221" "02431"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "022213" "02223" "021121" "02421" "013"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "02431" "02431" "021121" "02431" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "011" "024222" "02421" "02421" "011"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "02431" "011" "024221" "024221" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "02421" "02432" "02432" "02421" "022213"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "013" "02421" "0213" "02421" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "013" "022213" "011" "02223" "011"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "02431" "02421" "022211" "02421" "021112"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "022212" "02421" "024222" "022213" "02432"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "022213" "02431" "021112" "022211" "024221"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "02432" "022212" "022211" "021121" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "021123" "0213" "021121" "011" "011"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024221" "011" "024221" "011"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "021121" "02421" "022224" "024222" "02421"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "021121" "022211" "02421" "022211" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "011" "024221" "02421" "02431" "02432"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "011" "02421" "02421" "011"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "022211" "024221" "011" "013"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "02432" "02432" "011" "02421" "02421"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "02431" "02432" "021121" "011" "022212"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "02421" "022213" "011" "02433"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "02431" "02432" "024221" "02431" "02431"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "02432" "022223" "022211" "011" "02412"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024221" "0123" "022212" "022211" "011"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024222" "013" "022221" "02223" "011"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "02421" "021121" "02421" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024221" "02421" "02421" "02421" "021121"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "022212" "022213" "021123" "02421" "011"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "021121" "02213" "02421" "02432" "023123"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "022211" "011" "0213" "022221" "022212"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "022213" "02433" "02432" "011" "02432"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "021121" "011" "021121" "022223" "011"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "011" "022211"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "021121" "02431" "02421" "011" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "011" "011" "02223" "022212" "011"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "011" "011" "022224" "02421"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "02431" "02431" "02421" "022212"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "022212" "02431" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "02431" "02223" "02432" "011" "022213"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "011" "02432" "02431" "024221" "021121"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "022212" "02421" "011" "021121" "022213"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "022211" "022212" "02432" "011" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "02431" "013" "022213" "023123" "024222"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "011" "021121" "024221"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "02431" "021121" "02432" "02431" "024222"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "02432" "02431" "022213" "024222" "02432"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "022213" "022221" "011" "011" "022211"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "013" "02412" "02421" "021121"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024222" "022211" "02431" "02421" "013"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024221" "02421" "02431" "022213"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "011" "011" "02412" "022212" "011"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "02432" "011" "022212" "011" "024221"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "022212" "022224" "011" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "011" "011" "011" "011" "011"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "02421" "022211" "02431" "02421" "02432"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "011" "021121" "024222" "022221" "021121"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "021123" "011" "022212" "022212"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024222" "011" "011" "011" "024221"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "013" "022213" "02432" "011" "011"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "02432" "02432"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "02432" "011" "021121" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "021123" "011" "011" "023123" "02432"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "011" "022212" "02431" "011" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "011" "022211" "024221" "021121"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "022211" "022213" "022213" "011" "022212"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "013" "011" "011" "011" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "02421" "023123" "0213" "02313" "02431"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "02421" "021123" "022224" "011" "024221"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "022212" "024221" "02431" "022223" "021121"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "022212" "013" "022212" "02412" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "0123" "022223" "022223" "02431" "011"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "011" "02432" "02431" "022221" "01222"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "02432" "023123" "01222" "021121" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "02421" "011" "013" "02431" "022213"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "011" "02432" "011" "02431" "02432"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "02431" "011" "024221" "011" "011"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "02421" "011" "024221" "02421" "011"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "02421" "011" "02431" "011" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "02431" "022212" "02421" "021121" "02431"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "022213" "021121" "0123" "024221" "022213"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "022211" "011" "022221" "022221" "011"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "022213" "022213" "021121" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "02421" "02421" "021121" "02431" "021121"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "011" "021123" "02223" "011" "02431"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "022213" "024222" "011" "024221" "02431"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "022211" "022221" "02432" "022213" "024222"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "022213" "02431" "02213" "021123" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "011" "02223" "022221" "02431" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "011" "02431" "022224" "022213" "0123"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "011" "02432" "02431" "013"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "011" "02213" "022221" "021123" "02421"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "013" "02432" "02431" "013" "022213"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "02431" "02432" "011"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "011" "02431" "011" "022213"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "022211" "011" "011" "011" "022211"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "011" "022221" "02421" "02213" "022211"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "02432" "011" "0121" "011" "023123"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "02432" "02431" "022221" "024222" "02431"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "02431" "02212" "024221" "011" "023123"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "024221" "011" "02431" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024222" "011" "02432" "022211" "011"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "02421" "022213" "02431" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "011" "02431" "0121" "02431" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024222" "013" "022224" "02432" "022212"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "023123" "02432" "021121" "011"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "02432" "02431" "022213" "024221"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "011" "022211" "011" "021123" "022212"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "022211" "011" "024221" "021121" "024222"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "021121" "011" "02213" "011" "022211"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "021123" "02421" "02431" "02223" "011"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "02432" "022212" "011" "022211" "021123"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "011" "024221" "011"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "02421" "02432" "024221" "022212" "024222"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "022213" "011" "011" "011" "02421"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "021123" "02432" "022211" "022221" "02431"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "022211" "02431" "024222" "0121"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "022212" "021121" "02412" "022221" "011"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01222" "02421" "011" "02421" "02412"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024222" "021121" "02223" "022211" "011"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024222" "022212" "022213" "022224" "011"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "02431" "02431" "02432" "021123" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "022211" "02431" "02432"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "022212" "02432" "02432" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "02421" "011" "02421" "021121" "02421"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "022212" "021123" "011" "0123" "022211"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "011" "011" "013" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "02431" "02432" "022212" "02421" "02421"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "022212" "02431" "02421" "02313" "011"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "022212" "022211" "011" "024222" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "02431" "021112" "021112" "024222" "011"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "011" "024221" "022211" "011" "011"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "02432" "023123" "024221" "02223" "013"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "02431" "024222" "011" "02432"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024221" "02432" "011" "02432"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 672))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "011" "011" "011" "011" "013"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "0121" "02122" "02122" "02212" "02324"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "02122" "02322" "02322" "02321" "02323"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "02411" "01221" "02122"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "011" "011" "011" "021213" "02412"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "02322" "02321" "0213" "02212" "011"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "02321" "011" "011" "02321" "02412"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "011" "02212" "02324" "02322" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "02122" "01221" "02323" "02122" "02412"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "011" "02321" "02323" "02212" "011"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "02321" "02323" "0233" "02412"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "02323" "02323" "02322" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024223" "013" "013" "011" "011"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "021211" "02321" "013" "02122" "02322"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "02322" "0233" "011" "02324" "02412"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "013" "0233" "021211" "02412" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "02324" "011" "011" "02324" "02122"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "011" "02412" "011" "0233" "02111"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "011" "02322" "011" "02323" "013"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "02122" "011" "02321" "011" "013"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "02324" "02321" "011" "02324" "02321"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "02321" "02212" "021122" "011"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "02122" "02321" "02412" "011" "02411"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "011" "02122" "0233" "011" "011"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "02322" "02122" "011" "02321" "011"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "011" "02324" "02323" "02324" "011"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "011" "02122" "02412" "02321"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "011" "02321" "013" "011" "011"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "02411" "01222" "011" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "011"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "02322" "02122" "02212" "011" "02122"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "02122" "011" "02324" "02122"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "013" "02321" "011" "02324" "02122"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "02324" "011" "011" "021122" "02323"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "02122" "02321" "0233" "02411" "02323"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "02321" "0233" "02324"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "011" "02122" "011" "02122" "02324"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "02321" "02323" "0233" "02322" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "02412" "02212" "011" "02322" "02321"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "013" "02412" "02321" "011" "02411"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "02321" "0121" "011" "02321" "02122"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "02322" "0233" "011" "02122" "013"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "02322" "02322" "0233" "02122" "02111"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "011" "0233" "02321" "0233" "021123"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "02323" "011" "013" "021123" "011"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "011" "011" "0233" "02122" "02324"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "02322" "02122" "02323" "013" "02322"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "02122" "02122" "02212" "02322" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "02323" "02321" "024223" "02122" "02323"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "021122" "02122" "02321" "02122" "02322"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01222" "011" "02122" "011"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "011" "011" "02321" "024223" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "011" "01222" "0233" "02321" "02321"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "02412" "0233" "02122" "013" "02323"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "02321" "02323" "02322" "011" "02324"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "02111" "02122" "02412" "024223"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "011" "02322" "011" "011" "02323"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "02323" "01221" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "011" "02122" "02322" "011" "02322"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "011" "02412" "02323" "011"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "011" "0121" "011" "011" "02323"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "011" "02323" "0233" "011" "02323"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "02122" "02322" "02322" "0233" "011"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "02321" "013" "0233" "02323" "02122"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01221" "021211" "02212" "02212" "02322"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "02323" "0233" "011" "02323" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "02321" "02122" "02323" "02321" "02322"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01222" "02321" "02322" "011" "02321"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "02322" "02324" "02122" "02322" "024223"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "02412" "02111" "013" "02323" "02321"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "02412" "02321" "011" "011" "02322"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "02321" "02122" "02324" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "02322" "02324" "02212" "013"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "011" "013" "011" "02324" "013"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "013" "02412" "02324" "011" "011"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "02122" "013" "011" "011" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "02322" "02321" "021211"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "0123" "011" "02212" "011" "02323"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "011" "02412" "02311" "02111" "02322"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "02122" "02324" "011" "02324" "02412"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "011" "02322" "02322" "011" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "011" "011" "02412" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "02321" "02212" "011" "011" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "02324" "011"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "011" "0121" "02324" "0233" "02321"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "011" "02111" "011" "02322" "011"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "02324" "02323" "02324" "0233" "01221"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "013" "02322" "02212" "02111" "02323"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "02122" "013" "0213" "011" "02323"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "02423" "02321" "02111" "02122"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "02412" "02323" "02111" "02324" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "02324" "011" "011" "0121" "02321"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "02412" "02321" "011" "011" "013"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "011" "011" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024223" "011" "011" "02324" "024223"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "02323" "011" "02122" "02122" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "02322" "02412" "011" "011" "011"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "011" "02321" "02322" "011" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "02322" "02122" "02122" "011"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "011" "011" "01222" "024222" "013"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "011" "011" "011" "02324"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "02321" "01222" "011" "011" "011"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "0121" "011" "02212" "02433" "011"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "02321" "013" "02323" "011" "02322"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024223" "011" "011" "02322" "011"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "011" "02323" "02212" "02323" "02324"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "011" "0233" "02324" "02323" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "011" "02411" "011" "02324" "011"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "02323" "02321" "02323" "02323" "013"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "02322" "011" "02412" "02323" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "011" "011" "02322"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "02323" "02212" "0233" "02122" "013"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "02321" "02412" "02412" "0233" "02321"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024223" "02322" "011" "02321" "011"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "021122" "0121" "02321" "011" "02423"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "011" "011" "02311" "0233" "02321"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "02122" "011" "02122" "02122" "02323"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "02321" "02111" "013" "02322"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "02323" "013" "02321" "01222"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "02412" "0233" "011" "0233" "02321"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "02412" "0233" "013" "02322" "02321"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "011" "0233" "011" "02322"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "02322" "011" "02324" "011" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01222" "0213" "02323" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "0121" "02323" "02321" "02324" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "011" "011" "011" "011" "024223"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "011" "0233" "02321" "011" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "011" "011" "013" "02324" "02321"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "011" "024223" "02111" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "011" "021122" "02321"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "011" "02322" "02321" "0233" "02324"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "02122" "011" "02412" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "011" "0233" "011" "02423" "013"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "011" "013" "02323" "011" "02321"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "011" "02212" "011" "02412" "011"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "02323" "02322" "02313" "02122" "02122"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "02324" "011" "02321" "02122"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "013" "013" "02322" "0233" "02323"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "02324" "0233" "0233" "011" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "02321" "024222" "01222" "02111" "02324"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "02122" "02321" "013" "02321"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "02412" "011" "0233" "02324" "02322"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "024223"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "02412" "011" "02322" "011" "02322"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "02324" "024223" "02212" "013" "02322"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "02322" "02324" "011" "02322" "02323"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "011" "02322" "0233" "0121"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "011" "02122" "013" "011" "02324"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "013" "02324" "024223" "024223" "011"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "02423" "0123" "011" "02212" "02323"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "02122" "013" "02321" "0121" "02122"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "02322" "02321" "0233" "02321" "02321"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "02321" "02212" "02323" "02212" "02321"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "02324" "011" "011" "0121" "02122"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "02321" "02321" "021213" "021211" "011"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "02122" "02122" "021211" "02122" "02122"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "021212" "024223" "011" "011" "0121"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "02122" "021211" "013" "02321" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "011" "0213" "011" "02323"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "013" "02323" "0121" "021211"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "021211" "02234" "02321" "013" "021213"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "011" "011" "02321" "02122" "02321"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "02321" "011" "0121" "011" "02423"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "02321" "02321" "02321" "02122" "011"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "02321" "02323" "02321" "02212" "02122"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "0121" "011" "02122" "021211" "02122"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "011" "013" "011" "011" "01222"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "011" "011" "0213" "013" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "011" "022112" "023122" "021122" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "021122" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "011" "02111" "02111" "023122"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "013" "02111" "022111" "02311" "011"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01221" "013" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "021122" "022111" "023122" "021122" "0123"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "02411" "011" "022111" "02322" "02322"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "02423" "022111" "02411" "02111"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "02111" "013" "02411" "02311" "02411"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "013" "023122"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "011" "02111" "01221" "013" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "011" "022112" "011" "02111" "021122"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "011" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "023122" "01221" "023122" "02232" "011"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "011" "011" "022111" "0121" "02411"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "011" "011" "022111" "023122" "023122"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "02111" "021123" "022111" "02311" "02411"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "011" "02311" "02213" "022113" "011"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "011"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "02111" "0121" "02411"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "011" "0121" "023123" "013" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "023122" "013" "02111" "021122"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "011" "02111" "022111" "02111" "021122"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "011" "02213" "011" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "011" "0213" "02111" "011" "013"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "011" "02311" "02213" "02111" "0123"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "02111" "0123" "021122" "02311" "0123"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "02412" "011"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "02411" "02412" "01221" "02111"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "02111" "022111" "02212" "023122" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "023122" "02213" "02213" "02231" "01221"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "021123" "011" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "02411"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "011" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "011" "011" "011" "02311" "023122"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "011" "02232" "02111" "02111" "023123"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "023122" "02233" "023122" "011"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "02412" "011" "023122" "023122" "02412"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "023122" "01221" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "011" "011" "0123" "011" "023122"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "0121" "011" "02411" "02111" "02322"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "013" "02232" "0123" "02311" "02412"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "011" "022114" "02233" "02411" "0121"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "013" "021122" "02411" "011" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "02111" "02313" "023123" "011" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "0123" "011" "02111" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "0123" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "02111" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01221" "02111" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "011" "011"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "023122" "011" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "011" "011"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "024223" "021122" "011" "01221"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "0121" "01221" "02311" "02311" "011"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "011" "022114" "02412" "02111" "011"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "011" "02233" "022111" "02111"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "011" "02111" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "011" "02411" "01221"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "021121" "01221" "02311" "02213" "02322"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "013"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "023122" "0121" "011" "011" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "02411" "011" "02111" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "02322" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "011" "02111" "011" "02423"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "0121" "011" "02111" "022112" "023122"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "023122" "021122"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "02111"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "013" "02111" "01221" "02412" "013"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "013" "024223" "022111" "02311" "02411"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "0123" "02213" "02311" "02213" "011"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "013" "011" "022111" "01221" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "0123" "023122" "02423" "02412" "023122"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "013" "011" "013" "011"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "022213" "011" "011"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "011" "02111" "011" "011" "011"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "011" "01221" "011" "011" "021123"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "02412" "02232" "011" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01222" "02411" "02233" "011" "011"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "011" "011" "02412"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "0121" "0123" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "0121" "011" "02111" "02232" "0121"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "021123" "01221"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "011" "011" "013" "011" "0123"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "0123" "011" "011"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "0123" "02231" "011" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "011" "0123" "011" "02412" "011"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "011" "022112" "011" "011" "011"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "02111" "011" "022112" "0123" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "011" "013" "02111"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "011" "011" "01222" "011" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "013" "02412" "02423"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "02412" "013" "011" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "0123" "02423" "02313" "011"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "0123" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "011" "022111" "022112" "011" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "011" "02231" "02231" "02111" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "011" "02231" "02231" "011" "0121"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "013" "0121" "011" "011"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "023121" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "011" "022112" "02213" "011"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "011" "011" "023121" "023121" "011"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "0123" "022111" "02313" "022113" "011"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "011" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "011" "022112" "022111" "02423" "011"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "013" "022112" "011" "02411" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "011" "02412" "011" "011" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "011" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "02411" "02412" "011" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "011" "02213" "02423" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "011" "02232" "02411" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01221" "022112" "011" "011"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "0123" "02313" "011" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "02412" "01221" "013" "011"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01221" "02232" "01221" "011" "01221"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "0123" "02412" "0123" "02311" "02412"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "011" "013" "013" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01221" "013" "022114" "0123" "011"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "02412" "02233" "02111" "021122"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "011" "02411" "02212" "011" "011"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "02423" "022111" "011" "02313" "0123"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01221" "011" "0121" "02423"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "02111" "02423" "02232" "02423"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "011" "011"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "013" "011"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "011" "022112" "011"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01221" "022111" "013" "011" "02111"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "02411" "011" "011" "02423" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "02423" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "011" "02231" "011"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "0123" "011" "0123"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "011" "011" "011" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "011" "011" "02423" "011" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "02423" "011" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "02423" "013" "02311" "02412" "01222"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "0121" "023121" "022112" "02231" "0123"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "013" "011" "021122" "011"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "011" "02231" "02313" "011" "011"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "011" "02213" "011" "01221" "02111"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01222" "02412" "02412"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "013" "022114" "02232" "01222" "011"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "021123" "02111" "02412"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "011" "0123" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "011" "02231" "02411" "022112" "013"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "0121" "02111" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "011" "011" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "0123" "02111" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "011" "02423" "02423" "022113" "0123"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "02423" "01222" "011" "011"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "011" "011" "011" "011"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "013" "011" "011" "011" "01222"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "02411" "01221" "011" "01221" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "013" "02311" "01221" "011" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "013" "013" "02111" "02411"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "011" "011" "023121" "02411" "02111"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "023121" "02411" "011" "02411" "02111"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01221" "0121" "011" "02423"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "02412" "01221" "011" "011"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "02111" "02111" "02423" "02111" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "02412" "011" "01221" "01221" "0121"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "02411" "011" "02212" "013" "02111"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "013" "02311" "02111" "02111" "01221"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "02111" "011" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "02111" "011" "013" "02111" "02411"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "021123" "01221" "013" "02111" "023121"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "0121" "02111" "02411" "02111" "011"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01221" "02111" "02411" "02411" "01222"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "02111" "02411" "02411" "011" "023121"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "011" "013" "013" "02111" "013"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "011" "023121" "02111" "0121" "0121"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "02411" "02411" "023121" "02111" "011"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "02411" "02423" "02111" "02111" "0121"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "011" "013" "013" "01221" "021122"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01221" "011" "021122" "02411" "021123"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "02411" "01221" "02111" "013" "02411"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "011" "011" "023121" "02231" "02111"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "011" "02111" "023121" "023121"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "02411" "011" "02411" "011"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "02111" "0121" "011" "023121" "02111"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "011" "02233" "011" "02111" "02111"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01221" "0121" "02423" "02111" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "02411" "011" "011" "0121" "023121"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "021122" "013" "023121" "01221" "02111"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "02411" "02311" "011" "023121" "011"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "02411" "013" "02232" "0121" "011"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "02423" "02111" "011" "011" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "02111" "01221" "02411" "02111" "02111"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "021122" "023121" "02411" "02411" "023121"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "02411" "01221" "02111" "01221" "02411"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "02111" "02411" "02411" "011" "0121"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "011" "011" "02233" "02411" "02111"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "02423" "02423" "011" "02111" "023121"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "011" "02411" "02411" "02411" "01221"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "02411" "011" "023121" "021122" "02411"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "023121" "02423" "011" "013" "0121"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01221" "011" "01221" "013" "011"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "02111" "011" "0121" "01222" "02111"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "02111" "02411" "023121" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "02111" "011" "0121" "02111" "011"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "013" "013" "023121" "02111" "023121"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "02111" "023121" "01221" "01222" "0121"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "021123" "011" "01221" "0121" "02111"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "013" "02411" "02111" "01221" "0121"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "023121" "02411" "011" "023123" "013"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "0121" "02411" "021122" "011" "02411"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "02423" "011" "013" "02423" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "02411" "02411" "02111" "02412" "021122"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "013" "011" "011" "02411" "02411"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "0121" "02423" "02111" "02411" "02411"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01221" "02111" "02423" "021123" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "011" "013" "0123" "011" "01221"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "02111" "01221" "011" "02411" "02411"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "02111" "011" "022113" "0121" "02411"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "011" "02111" "02411" "0121" "011"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "023121" "011" "011" "02411" "0123"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "023122" "023121" "011" "01221" "02411"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "02111" "023121" "013" "0213" "013"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "013" "021122" "02411" "02111" "023121"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "02411" "011" "021122" "02111" "01221"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "011" "023121" "011" "02411" "02111"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "02423" "023121" "02423" "02111" "0121"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "011" "02411" "02111" "02423" "011"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "013" "023121" "013" "01221" "02111"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01221" "0213" "01221" "02411" "02411"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "02111" "02423" "02412" "02111" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "0123" "02423" "0121" "011"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "011" "011" "011" "011" "011"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "011" "011" "011" "011" "011"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "011" "013" "013" "0123" "011"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "02411" "0121" "02423" "011" "011"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "011" "011" "011" "013" "01221"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "011" "011" "0123" "022112" "0123"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01221" "011" "02111" "02313" "01221"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "011" "0121" "011" "0121" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "011" "013" "011" "011" "011"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "02111" "011" "0123" "011" "0121"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "011" "022111" "02111" "02111" "01221"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "013" "011" "0121" "013" "011"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "011" "02233" "023121" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "0121" "02232" "011" "013" "011"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "02411" "0213" "013" "02111" "02411"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "013" "013" "02411" "011" "011"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "0121" "013" "011" "011" "011"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "02111" "011" "01221" "011" "01221"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "011" "0121" "01221" "011" "011"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "011" "011" "02411" "011" "0121"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "011" "011" "01221" "023121" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "021123" "02411" "0121" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "013" "0123" "013" "011" "013"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "023121" "011" "022111" "011" "011"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "011" "0123" "01221" "013" "013"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "02411" "02213" "011" "011"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "011" "0121" "01221" "011" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "011" "01221" "0121" "011" "011"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "011" "011" "02311" "0121" "01221"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "02411" "011" "02232" "0213" "01221"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "011" "02111" "0123" "011" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "0121" "011" "02233" "011" "011"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "011" "02233" "0121" "0123" "011"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "02111" "0121" "011" "011" "011"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "011" "011" "02111" "023121" "01221"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "011" "011" "011" "011" "011"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "013" "013" "011" "023121" "011"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "013" "0121" "02111" "013" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "023121" "011" "023121" "011" "011"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "011" "0121" "01221" "01221" "011"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "011" "011" "01221" "0121" "013"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "02111" "011" "011" "011" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "0123" "0121" "02411" "02111" "0121"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "011" "011" "013" "0121" "011"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "011" "011" "0121" "02411" "02411"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "02411" "011" "011" "0121"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "011" "0121" "011" "011" "02423"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "011" "011" "02111" "011" "02411"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "011" "013" "011" "0123" "02411"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "02111" "022113" "0121" "0121"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "013" "0123" "0121" "0121" "011"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "013" "011" "01221" "013" "02111"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "011" "011" "0121" "013" "011"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "0121" "013" "011" "02411"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "011" "0121" "013" "02423" "02122"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "0121" "0121" "011" "011" "023121"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "013" "013" "01221" "013" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "0121" "0123" "011" "011" "011"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "02423" "011" "02234" "023121" "0123"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "011" "013" "011" "02411" "011"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "011" "01221" "02311" "0121" "0123"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "013" "02232" "013" "01221" "013"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "013" "011" "013" "011"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "011" "022111" "0121" "0121" "011"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "02411" "011" "011" "013" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "013" "011" "0121" "02411" "011"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "02111" "0121" "0121" "021122" "011"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "02111" "011" "02232" "013" "0121"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "011" "011" "013" "0121" "011"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "011" "011" "0121" "02111" "011"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "0123" "011" "011" "0123" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "011" "013" "0123" "02233" "02111"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "011" "011" "0213" "023121" "011"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "02411" "0121" "011" "011" "011"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "013" "01221" "0123" "013" "02411"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "011" "011" "01221" "013"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "023121" "011" "011" "011" "013"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "013" "021212" "021211" "011" "021213"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "021213" "021211" "021213" "02122" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "0121" "02212" "021212" "021211" "021212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "021213" "011" "011" "011" "011"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "011" "011" "011" "021213" "011"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "011" "011" "011" "022222" "021212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "011" "021213" "011" "021212" "021211"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "02122" "011" "02122" "011" "02433"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "021211" "02122" "021212" "021212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "011" "011" "021212" "021211" "011"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "011" "021213" "022222" "021212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "011" "021211" "011" "011" "011"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "011" "021213" "011" "011" "011"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "021211" "021211" "021212" "011" "011"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "021211" "02412" "021212" "011" "021213"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "021212" "021211" "021211" "02433" "021211"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "011" "021211" "02122" "011" "011"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "021211" "011" "02122" "021211" "021212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "02322" "021212" "011" "011" "011"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "021213" "021212" "021213" "022222" "011"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "011" "02122" "02433" "0213" "021211"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "011" "02122" "011" "011"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "0121" "021211" "02122" "021212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "021211" "022222" "011" "021212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "021211" "0213" "021212" "021213" "021212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "011" "021211" "021211" "021212" "011"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "021212" "0213" "021212" "011"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "011" "011" "011" "011" "011"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "011" "011" "021212" "0213" "011"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "011" "01222" "011" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "011" "011" "021211" "0213" "02122"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "011" "021211" "021213" "011" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "021211" "011" "021213" "021212" "02111"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "011" "02212" "021212" "011" "021212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "013" "02122" "021212" "011" "011"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "021211" "021211" "011" "02122" "011"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "011" "011" "0213" "021212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "011" "021211" "022222" "021213" "011"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "011" "02433" "011" "0213" "011"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "021213" "021213" "011" "02433" "02433"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "011" "021213" "011" "011"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "011" "021213" "011" "021212" "024223"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "011" "011" "011" "011" "013"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "011" "011" "02122" "02122" "021213"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "02111" "013" "011" "02433" "011"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "02433" "0213" "02433" "021212" "021212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "021212" "011" "011" "011" "011"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "011" "021213" "0213" "021213" "0121"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "021213" "021211" "011" "011" "021212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "021212" "02433" "021211" "021211" "011"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "011" "02122" "0213" "02433"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "011" "02433" "011" "011" "02122"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "011" "011" "011" "021212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "011" "0213" "011" "0121" "02421"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "011" "021212" "011" "021211" "021213"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "013" "021212" "02122" "011" "011"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "021212" "011" "021212" "011" "02433"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "021213" "021212" "011" "021212" "011"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "011" "011" "021212" "011" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "021211" "011" "011" "011" "02122"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "021212" "022222" "011" "021211" "011"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "011" "021212" "021212" "011" "011"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "02433" "021213" "021211" "021211" "011"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "02412" "021212" "021212" "021212" "011"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "02122" "0121" "021212" "02122" "013"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "011" "011" "02122" "011" "011"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "011" "02433" "021211" "024223" "011"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "021211" "02111" "0213" "02122" "011"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "011" "021212" "022222" "021212" "011"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "021211" "021211" "02122" "011" "0121"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "011" "011" "011" "021211" "02433"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "011" "011" "021213" "011" "011"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "011" "02122" "021212" "021213" "011"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "021211" "0213" "021213" "011" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "021212" "011" "021212" "011" "011"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "02433" "021213" "021213" "021212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "02432" "011" "0121" "024221"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024222" "011" "021121" "021121" "02111"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "02432" "011" "011" "02223" "022213"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "022211" "024222" "024221"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "02432" "011" "02431" "022212" "02432"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "02432" "022223" "02432" "011" "011"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "022211" "024221" "02421" "02421" "011"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "011" "011" "011" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024221" "011" "02223" "02431" "02432"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "02432" "021123" "011" "02432" "021121"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "022212" "021123" "011" "013"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "022213" "02431" "011" "02432" "022211"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "022213" "02432" "022224" "022213" "02412"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "02412" "021121" "02432" "011" "021121"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "011" "024222" "02431" "011" "02421"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "011" "013" "02421" "02432" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "011" "02432" "02223" "011" "011"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "011" "011" "022223" "011" "022212"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "02431" "02213" "022221" "02421" "02432"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "02431" "02421" "02432" "024221" "02431"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "022213" "02223" "021121" "02421" "013"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "02431" "02431" "021121" "02431" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "011" "024222" "02421" "02421" "011"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "02431" "011" "024221" "024221" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "02421" "02432" "02432" "02421" "022213"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "013" "02421" "0213" "02421" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "013" "022213" "011" "02223" "011"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "02431" "02421" "022211" "02421" "02111"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "022212" "02421" "024222" "022213" "02432"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "022213" "02431" "02111" "022211" "024221"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "02432" "022212" "022211" "021121" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "021123" "0213" "021121" "011" "011"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024221" "011" "024221" "011"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "021121" "02421" "022224" "024222" "02421"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "021121" "022211" "02421" "022211" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "011" "024221" "02421" "02431" "02432"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "011" "02421" "02421" "011"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "022211" "024221" "011" "013"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "02432" "02432" "011" "02421" "02421"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "02431" "02432" "021121" "011" "022212"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "02421" "022213" "011" "02433"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "02431" "02432" "024221" "02431" "02431"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "02432" "022223" "022211" "011" "02412"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024221" "0123" "022212" "022211" "011"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024222" "013" "022221" "02223" "011"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "02421" "021121" "02421" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024221" "02421" "02421" "02421" "021121"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "022212" "022213" "021123" "02421" "011"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "021121" "02213" "02421" "02432" "023123"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "022211" "011" "0213" "022221" "022212"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "022213" "02433" "02432" "011" "02432"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "021121" "011" "021121" "022223" "011"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "011" "022211"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "021121" "02431" "02421" "011" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "011" "011" "02223" "022212" "011"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "011" "011" "022224" "02421"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "02431" "02431" "02421" "022212"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "022212" "02431" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "02431" "02223" "02432" "011" "022213"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "011" "02432" "02431" "024221" "021121"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "022212" "02421" "011" "021121" "022213"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "022211" "022212" "02432" "011" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "02431" "013" "022213" "023123" "024222"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "011" "021121" "024221"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "02431" "021121" "02432" "02431" "024222"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "02432" "02431" "022213" "024222" "02432"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "022213" "022221" "011" "011" "022211"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "013" "02412" "02421" "021121"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024222" "022211" "02431" "02421" "013"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024221" "02421" "02431" "022213"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "011" "011" "02412" "022212" "011"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "02432" "011" "022212" "011" "024221"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "022212" "022224" "011" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "011" "011" "011" "011" "011"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "02421" "022211" "02431" "02421" "02432"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "011" "021121" "024222" "022221" "021121"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "021123" "011" "022212" "022212"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024222" "011" "011" "011" "024221"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "013" "022213" "02432" "011" "011"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "02432" "02432"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "02432" "011" "021121" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "021123" "011" "011" "023123" "02432"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "011" "022212" "02431" "011" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "011" "022211" "024221" "021121"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "022211" "022213" "022213" "011" "022212"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "013" "011" "011" "011" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "02421" "023123" "0213" "02313" "02431"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "02421" "021123" "022224" "011" "024221"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "022212" "024221" "02431" "022223" "021121"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "022212" "013" "022212" "02412" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "0123" "022223" "022223" "02431" "011"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "011" "02432" "02431" "022221" "01222"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "02432" "023123" "01222" "021121" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "02421" "011" "013" "02431" "022213"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "011" "02432" "011" "02431" "02432"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "02431" "011" "024221" "011" "011"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "02421" "011" "024221" "02421" "011"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "02421" "011" "02431" "011" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "02431" "022212" "02421" "021121" "02431"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "022213" "021121" "0123" "024221" "022213"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "022211" "011" "022221" "022221" "011"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "022213" "022213" "021121" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "02421" "02421" "021121" "02431" "021121"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "011" "021123" "02223" "011" "02431"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "022213" "024222" "011" "024221" "02431"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "022211" "022221" "02432" "022213" "024222"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "022213" "02431" "02213" "021123" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "011" "02223" "022221" "02431" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "011" "02431" "022224" "022213" "0123"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "011" "02432" "02431" "013"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "011" "02213" "022221" "021123" "02421"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "013" "02432" "02431" "013" "022213"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "02431" "02432" "011"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "011" "02431" "011" "022213"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "022211" "011" "011" "011" "022211"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "011" "022221" "02421" "02213" "022211"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "02432" "011" "0121" "011" "023123"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "02432" "02431" "022221" "024222" "02431"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "02431" "02212" "024221" "011" "023123"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "024221" "011" "02431" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024222" "011" "02432" "022211" "011"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "02421" "022213" "02431" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "011" "02431" "0121" "02431" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024222" "013" "022224" "02432" "022212"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "023123" "02432" "021121" "011"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "02432" "02431" "022213" "024221"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "011" "022211" "011" "021123" "022212"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "022211" "011" "024221" "021121" "024222"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "021121" "011" "02213" "011" "022211"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "021123" "02421" "02431" "02223" "011"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "02432" "022212" "011" "022211" "021123"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "011" "024221" "011"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "02421" "02432" "024221" "022212" "024222"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "022213" "011" "011" "011" "02421"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "021123" "02432" "022211" "022221" "02431"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "022211" "02431" "024222" "0121"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "022212" "021121" "02412" "022221" "011"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01222" "02421" "011" "02421" "02412"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024222" "021121" "02223" "022211" "011"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024222" "022212" "022213" "022224" "011"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "02431" "02431" "02432" "021123" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "022211" "02431" "02432"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "022212" "02432" "02432" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "02421" "011" "02421" "021121" "02421"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "022212" "021123" "011" "0123" "022211"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "011" "011" "013" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "02431" "02432" "022212" "02421" "02421"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "022212" "02431" "02421" "02313" "011"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "022212" "022211" "011" "024222" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "02431" "02111" "02111" "024222" "011"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "011" "024221" "022211" "011" "011"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "02432" "023123" "024221" "02223" "013"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "02431" "024222" "011" "02432"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024221" "02432" "011" "02432"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 755))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "011" "011" "011" "011" "013"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "0121" "0212" "0212" "02212" "02324"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "0212" "02322" "02322" "02321" "02323"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "02411" "01221" "0212"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "011" "011" "011" "0212" "02412"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "02322" "02321" "0213" "02212" "011"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "02321" "011" "011" "02321" "02412"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "011" "02212" "02324" "02322" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "0212" "01221" "02323" "0212" "02412"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "011" "02321" "02323" "02212" "011"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "02321" "02323" "0233" "02412"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "02323" "02323" "02322" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024223" "013" "013" "011" "011"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "0212" "02321" "013" "0212" "02322"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "02322" "0233" "011" "02324" "02412"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "013" "0233" "0212" "02412" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "02324" "011" "011" "02324" "0212"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "011" "02412" "011" "0233" "02111"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "011" "02322" "011" "02323" "013"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "0212" "011" "02321" "011" "013"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "02324" "02321" "011" "02324" "02321"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "02321" "02212" "021122" "011"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "0212" "02321" "02412" "011" "02411"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "011" "0212" "0233" "011" "011"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "02322" "0212" "011" "02321" "011"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "011" "02324" "02323" "02324" "011"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "011" "0212" "02412" "02321"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "011" "02321" "013" "011" "011"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "02411" "01222" "011" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "011"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "02322" "0212" "02212" "011" "0212"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "0212" "011" "02324" "0212"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "013" "02321" "011" "02324" "0212"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "02324" "011" "011" "021122" "02323"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "0212" "02321" "0233" "02411" "02323"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "02321" "0233" "02324"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "011" "0212" "011" "0212" "02324"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "02321" "02323" "0233" "02322" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "02412" "02212" "011" "02322" "02321"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "013" "02412" "02321" "011" "02411"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "02321" "0121" "011" "02321" "0212"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "02322" "0233" "011" "0212" "013"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "02322" "02322" "0233" "0212" "02111"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "011" "0233" "02321" "0233" "021123"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "02323" "011" "013" "021123" "011"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "011" "011" "0233" "0212" "02324"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "02322" "0212" "02323" "013" "02322"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "0212" "0212" "02212" "02322" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "02323" "02321" "024223" "0212" "02323"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "021122" "0212" "02321" "0212" "02322"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01222" "011" "0212" "011"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "011" "011" "02321" "024223" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "011" "01222" "0233" "02321" "02321"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "02412" "0233" "0212" "013" "02323"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "02321" "02323" "02322" "011" "02324"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "02111" "0212" "02412" "024223"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "011" "02322" "011" "011" "02323"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "02323" "01221" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "011" "0212" "02322" "011" "02322"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "011" "02412" "02323" "011"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "011" "0121" "011" "011" "02323"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "011" "02323" "0233" "011" "02323"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "0212" "02322" "02322" "0233" "011"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "02321" "013" "0233" "02323" "0212"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01221" "0212" "02212" "02212" "02322"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "02323" "0233" "011" "02323" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "02321" "0212" "02323" "02321" "02322"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01222" "02321" "02322" "011" "02321"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "02322" "02324" "0212" "02322" "024223"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "02412" "02111" "013" "02323" "02321"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "02412" "02321" "011" "011" "02322"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "02321" "0212" "02324" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "02322" "02324" "02212" "013"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "011" "013" "011" "02324" "013"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "013" "02412" "02324" "011" "011"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "0212" "013" "011" "011" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "02322" "02321" "0212"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "0123" "011" "02212" "011" "02323"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "011" "02412" "02311" "02111" "02322"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "0212" "02324" "011" "02324" "02412"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "011" "02322" "02322" "011" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "011" "011" "02412" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "02321" "02212" "011" "011" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "02324" "011"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "011" "0121" "02324" "0233" "02321"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "011" "02111" "011" "02322" "011"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "02324" "02323" "02324" "0233" "01221"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "013" "02322" "02212" "02111" "02323"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "0212" "013" "0213" "011" "02323"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "02423" "02321" "02111" "0212"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "02412" "02323" "02111" "02324" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "02324" "011" "011" "0121" "02321"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "02412" "02321" "011" "011" "013"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "011" "011" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024223" "011" "011" "02324" "024223"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "02323" "011" "0212" "0212" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "02322" "02412" "011" "011" "011"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "011" "02321" "02322" "011" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "02322" "0212" "0212" "011"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "011" "011" "01222" "024222" "013"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "011" "011" "011" "02324"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "02321" "01222" "011" "011" "011"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "0121" "011" "02212" "02433" "011"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "02321" "013" "02323" "011" "02322"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024223" "011" "011" "02322" "011"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "011" "02323" "02212" "02323" "02324"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "011" "0233" "02324" "02323" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "011" "02411" "011" "02324" "011"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "02323" "02321" "02323" "02323" "013"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "02322" "011" "02412" "02323" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "011" "011" "02322"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "02323" "02212" "0233" "0212" "013"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "02321" "02412" "02412" "0233" "02321"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024223" "02322" "011" "02321" "011"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "021122" "0121" "02321" "011" "02423"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "011" "011" "02311" "0233" "02321"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "0212" "011" "0212" "0212" "02323"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "02321" "02111" "013" "02322"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "02323" "013" "02321" "01222"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "02412" "0233" "011" "0233" "02321"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "02412" "0233" "013" "02322" "02321"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "011" "0233" "011" "02322"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "02322" "011" "02324" "011" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01222" "0213" "02323" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "0121" "02323" "02321" "02324" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "011" "011" "011" "011" "024223"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "011" "0233" "02321" "011" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "011" "011" "013" "02324" "02321"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "011" "024223" "02111" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "011" "021122" "02321"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "011" "02322" "02321" "0233" "02324"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "0212" "011" "02412" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "011" "0233" "011" "02423" "013"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "011" "013" "02323" "011" "02321"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "011" "02212" "011" "02412" "011"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "02323" "02322" "02313" "0212" "0212"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "02324" "011" "02321" "0212"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "013" "013" "02322" "0233" "02323"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "02324" "0233" "0233" "011" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "02321" "024222" "01222" "02111" "02324"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "0212" "02321" "013" "02321"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "02412" "011" "0233" "02324" "02322"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "024223"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "02412" "011" "02322" "011" "02322"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "02324" "024223" "02212" "013" "02322"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "02322" "02324" "011" "02322" "02323"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "011" "02322" "0233" "0121"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "011" "0212" "013" "011" "02324"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "013" "02324" "024223" "024223" "011"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "02423" "0123" "011" "02212" "02323"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "0212" "013" "02321" "0121" "0212"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "02322" "02321" "0233" "02321" "02321"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "02321" "02212" "02323" "02212" "02321"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "02324" "011" "011" "0121" "0212"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "02321" "02321" "0212" "0212" "011"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "0212" "0212" "0212" "0212" "0212"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "0212" "024223" "011" "011" "0121"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "0212" "0212" "013" "02321" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "011" "0213" "011" "02323"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "013" "02323" "0121" "0212"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "0212" "02234" "02321" "013" "0212"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "011" "011" "02321" "0212" "02321"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "02321" "011" "0121" "011" "02423"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "02321" "02321" "02321" "0212" "011"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "02321" "02323" "02321" "02212" "0212"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "0121" "011" "0212" "0212" "0212"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "011" "013" "011" "011" "01222"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "011" "011" "0213" "013" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "011" "022112" "023122" "021122" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "021122" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "011" "02111" "02111" "023122"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "013" "02111" "022111" "02311" "011"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01221" "013" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "021122" "022111" "023122" "021122" "0123"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "02411" "011" "022111" "02322" "02322"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "02423" "022111" "02411" "02111"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "02111" "013" "02411" "02311" "02411"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "013" "023122"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "011" "02111" "01221" "013" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "011" "022112" "011" "02111" "021122"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "011" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "023122" "01221" "023122" "02232" "011"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "011" "011" "022111" "0121" "02411"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "011" "011" "022111" "023122" "023122"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "02111" "021123" "022111" "02311" "02411"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "011" "02311" "02213" "022113" "011"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "011"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "02111" "0121" "02411"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "011" "0121" "023123" "013" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "023122" "013" "02111" "021122"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "011" "02111" "022111" "02111" "021122"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "011" "02213" "011" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "011" "0213" "02111" "011" "013"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "011" "02311" "02213" "02111" "0123"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "02111" "0123" "021122" "02311" "0123"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "02412" "011"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "02411" "02412" "01221" "02111"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "02111" "022111" "02212" "023122" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "023122" "02213" "02213" "02231" "01221"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "021123" "011" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "02411"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "011" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "011" "011" "011" "02311" "023122"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "011" "02232" "02111" "02111" "023123"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "023122" "02233" "023122" "011"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "02412" "011" "023122" "023122" "02412"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "023122" "01221" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "011" "011" "0123" "011" "023122"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "0121" "011" "02411" "02111" "02322"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "013" "02232" "0123" "02311" "02412"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "011" "022114" "02233" "02411" "0121"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "013" "021122" "02411" "011" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "02111" "02313" "023123" "011" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "0123" "011" "02111" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "0123" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "02111" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01221" "02111" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "011" "011"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "023122" "011" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "011" "011"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "024223" "021122" "011" "01221"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "0121" "01221" "02311" "02311" "011"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "011" "022114" "02412" "02111" "011"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "011" "02233" "022111" "02111"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "011" "02111" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "011" "02411" "01221"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "021121" "01221" "02311" "02213" "02322"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "013"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "023122" "0121" "011" "011" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "02411" "011" "02111" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "02322" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "011" "02111" "011" "02423"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "0121" "011" "02111" "022112" "023122"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "023122" "021122"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "02111"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "013" "02111" "01221" "02412" "013"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "013" "024223" "022111" "02311" "02411"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "0123" "02213" "02311" "02213" "011"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "013" "011" "022111" "01221" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "0123" "023122" "02423" "02412" "023122"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "013" "011" "013" "011"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "022213" "011" "011"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "011" "02111" "011" "011" "011"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "011" "01221" "011" "011" "021123"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "02412" "02232" "011" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01222" "02411" "02233" "011" "011"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "011" "011" "02412"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "0121" "0123" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "0121" "011" "02111" "02232" "0121"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "021123" "01221"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "011" "011" "013" "011" "0123"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "0123" "011" "011"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "0123" "02231" "011" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "011" "0123" "011" "02412" "011"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "011" "022112" "011" "011" "011"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "02111" "011" "022112" "0123" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "011" "013" "02111"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "011" "011" "01222" "011" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "013" "02412" "02423"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "02412" "013" "011" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "0123" "02423" "02313" "011"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "0123" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "011" "022111" "022112" "011" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "011" "02231" "02231" "02111" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "011" "02231" "02231" "011" "0121"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "013" "0121" "011" "011"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "023121" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "011" "022112" "02213" "011"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "011" "011" "023121" "023121" "011"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "0123" "022111" "02313" "022113" "011"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "011" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "011" "022112" "022111" "02423" "011"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "013" "022112" "011" "02411" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "011" "02412" "011" "011" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "011" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "02411" "02412" "011" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "011" "02213" "02423" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "011" "02232" "02411" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01221" "022112" "011" "011"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "0123" "02313" "011" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "02412" "01221" "013" "011"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01221" "02232" "01221" "011" "01221"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "0123" "02412" "0123" "02311" "02412"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "011" "013" "013" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01221" "013" "022114" "0123" "011"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "02412" "02233" "02111" "021122"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "011" "02411" "02212" "011" "011"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "02423" "022111" "011" "02313" "0123"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01221" "011" "0121" "02423"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "02111" "02423" "02232" "02423"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "011" "011"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "013" "011"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "011" "022112" "011"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01221" "022111" "013" "011" "02111"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "02411" "011" "011" "02423" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "02423" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "011" "02231" "011"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "0123" "011" "0123"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "011" "011" "011" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "011" "011" "02423" "011" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "02423" "011" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "02423" "013" "02311" "02412" "01222"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "0121" "023121" "022112" "02231" "0123"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "013" "011" "021122" "011"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "011" "02231" "02313" "011" "011"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "011" "02213" "011" "01221" "02111"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01222" "02412" "02412"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "013" "022114" "02232" "01222" "011"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "021123" "02111" "02412"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "011" "0123" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "011" "02231" "02411" "022112" "013"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "0121" "02111" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "011" "011" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "0123" "02111" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "011" "02423" "02423" "022113" "0123"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "02423" "01222" "011" "011"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "011" "011" "011" "011"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "013" "011" "011" "011" "01222"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "02411" "01221" "011" "01221" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "013" "02311" "01221" "011" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "013" "013" "02111" "02411"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "011" "011" "023121" "02411" "02111"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "023121" "02411" "011" "02411" "02111"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01221" "0121" "011" "02423"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "02412" "01221" "011" "011"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "02111" "02111" "02423" "02111" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "02412" "011" "01221" "01221" "0121"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "02411" "011" "02212" "013" "02111"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "013" "02311" "02111" "02111" "01221"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "02111" "011" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "02111" "011" "013" "02111" "02411"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "021123" "01221" "013" "02111" "023121"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "0121" "02111" "02411" "02111" "011"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01221" "02111" "02411" "02411" "01222"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "02111" "02411" "02411" "011" "023121"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "011" "013" "013" "02111" "013"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "011" "023121" "02111" "0121" "0121"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "02411" "02411" "023121" "02111" "011"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "02411" "02423" "02111" "02111" "0121"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "011" "013" "013" "01221" "021122"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01221" "011" "021122" "02411" "021123"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "02411" "01221" "02111" "013" "02411"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "011" "011" "023121" "02231" "02111"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "011" "02111" "023121" "023121"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "02411" "011" "02411" "011"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "02111" "0121" "011" "023121" "02111"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "011" "02233" "011" "02111" "02111"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01221" "0121" "02423" "02111" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "02411" "011" "011" "0121" "023121"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "021122" "013" "023121" "01221" "02111"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "02411" "02311" "011" "023121" "011"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "02411" "013" "02232" "0121" "011"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "02423" "02111" "011" "011" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "02111" "01221" "02411" "02111" "02111"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "021122" "023121" "02411" "02411" "023121"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "02411" "01221" "02111" "01221" "02411"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "02111" "02411" "02411" "011" "0121"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "011" "011" "02233" "02411" "02111"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "02423" "02423" "011" "02111" "023121"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "011" "02411" "02411" "02411" "01221"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "02411" "011" "023121" "021122" "02411"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "023121" "02423" "011" "013" "0121"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01221" "011" "01221" "013" "011"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "02111" "011" "0121" "01222" "02111"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "02111" "02411" "023121" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "02111" "011" "0121" "02111" "011"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "013" "013" "023121" "02111" "023121"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "02111" "023121" "01221" "01222" "0121"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "021123" "011" "01221" "0121" "02111"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "013" "02411" "02111" "01221" "0121"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "023121" "02411" "011" "023123" "013"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "0121" "02411" "021122" "011" "02411"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "02423" "011" "013" "02423" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "02411" "02411" "02111" "02412" "021122"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "013" "011" "011" "02411" "02411"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "0121" "02423" "02111" "02411" "02411"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01221" "02111" "02423" "021123" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "011" "013" "0123" "011" "01221"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "02111" "01221" "011" "02411" "02411"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "02111" "011" "022113" "0121" "02411"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "011" "02111" "02411" "0121" "011"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "023121" "011" "011" "02411" "0123"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "023122" "023121" "011" "01221" "02411"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "02111" "023121" "013" "0213" "013"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "013" "021122" "02411" "02111" "023121"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "02411" "011" "021122" "02111" "01221"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "011" "023121" "011" "02411" "02111"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "02423" "023121" "02423" "02111" "0121"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "011" "02411" "02111" "02423" "011"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "013" "023121" "013" "01221" "02111"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01221" "0213" "01221" "02411" "02411"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "02111" "02423" "02412" "02111" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "0123" "02423" "0121" "011"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "011" "011" "011" "011" "011"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "011" "011" "011" "011" "011"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "011" "013" "013" "0123" "011"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "02411" "0121" "02423" "011" "011"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "011" "011" "011" "013" "01221"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "011" "011" "0123" "022112" "0123"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01221" "011" "02111" "02313" "01221"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "011" "0121" "011" "0121" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "011" "013" "011" "011" "011"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "02111" "011" "0123" "011" "0121"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "011" "022111" "02111" "02111" "01221"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "013" "011" "0121" "013" "011"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "011" "02233" "023121" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "0121" "02232" "011" "013" "011"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "02411" "0213" "013" "02111" "02411"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "013" "013" "02411" "011" "011"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "0121" "013" "011" "011" "011"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "02111" "011" "01221" "011" "01221"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "011" "0121" "01221" "011" "011"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "011" "011" "02411" "011" "0121"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "011" "011" "01221" "023121" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "021123" "02411" "0121" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "013" "0123" "013" "011" "013"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "023121" "011" "022111" "011" "011"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "011" "0123" "01221" "013" "013"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "02411" "02213" "011" "011"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "011" "0121" "01221" "011" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "011" "01221" "0121" "011" "011"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "011" "011" "02311" "0121" "01221"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "02411" "011" "02232" "0213" "01221"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "011" "02111" "0123" "011" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "0121" "011" "02233" "011" "011"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "011" "02233" "0121" "0123" "011"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "02111" "0121" "011" "011" "011"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "011" "011" "02111" "023121" "01221"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "011" "011" "011" "011" "011"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "013" "013" "011" "023121" "011"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "013" "0121" "02111" "013" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "023121" "011" "023121" "011" "011"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "011" "0121" "01221" "01221" "011"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "011" "011" "01221" "0121" "013"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "02111" "011" "011" "011" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "0123" "0121" "02411" "02111" "0121"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "011" "011" "013" "0121" "011"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "011" "011" "0121" "02411" "02411"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "02411" "011" "011" "0121"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "011" "0121" "011" "011" "02423"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "011" "011" "02111" "011" "02411"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "011" "013" "011" "0123" "02411"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "02111" "022113" "0121" "0121"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "013" "0123" "0121" "0121" "011"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "013" "011" "01221" "013" "02111"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "011" "011" "0121" "013" "011"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "0121" "013" "011" "02411"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "011" "0121" "013" "02423" "0212"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "0121" "0121" "011" "011" "023121"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "013" "013" "01221" "013" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "0121" "0123" "011" "011" "011"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "02423" "011" "02234" "023121" "0123"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "011" "013" "011" "02411" "011"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "011" "01221" "02311" "0121" "0123"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "013" "02232" "013" "01221" "013"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "013" "011" "013" "011"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "011" "022111" "0121" "0121" "011"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "02411" "011" "011" "013" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "013" "011" "0121" "02411" "011"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "02111" "0121" "0121" "021122" "011"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "02111" "011" "02232" "013" "0121"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "011" "011" "013" "0121" "011"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "011" "011" "0121" "02111" "011"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "0123" "011" "011" "0123" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "011" "013" "0123" "02233" "02111"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "011" "011" "0213" "023121" "011"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "02411" "0121" "011" "011" "011"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "013" "01221" "0123" "013" "02411"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "011" "011" "01221" "013"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "023121" "011" "011" "011" "013"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "013" "0212" "0212" "011" "0212"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "0212" "0212" "0212" "0212" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "0121" "02212" "0212" "0212" "0212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "0212" "011" "011" "011" "011"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "011" "011" "011" "0212" "011"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "011" "011" "011" "022222" "0212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "011" "0212" "011" "0212" "0212"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "0212" "011" "0212" "011" "02433"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "0212" "0212" "0212" "0212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "011" "011" "0212" "0212" "011"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "011" "0212" "022222" "0212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "011" "0212" "011" "011" "011"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "011" "0212" "011" "011" "011"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "0212" "0212" "0212" "011" "011"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "0212" "02412" "0212" "011" "0212"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "0212" "0212" "0212" "02433" "0212"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "011" "0212" "0212" "011" "011"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "0212" "011" "0212" "0212" "0212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "02322" "0212" "011" "011" "011"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "0212" "0212" "0212" "022222" "011"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "011" "0212" "02433" "0213" "0212"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "011" "0212" "011" "011"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "0121" "0212" "0212" "0212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "0212" "022222" "011" "0212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "0212" "0213" "0212" "0212" "0212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "011" "0212" "0212" "0212" "011"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "0212" "0213" "0212" "011"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "011" "011" "011" "011" "011"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "011" "011" "0212" "0213" "011"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "011" "01222" "011" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "011" "011" "0212" "0213" "0212"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "011" "0212" "0212" "011" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "0212" "011" "0212" "0212" "02111"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "011" "02212" "0212" "011" "0212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "013" "0212" "0212" "011" "011"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "0212" "0212" "011" "0212" "011"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "011" "011" "0213" "0212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "011" "0212" "022222" "0212" "011"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "011" "02433" "011" "0213" "011"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "0212" "0212" "011" "02433" "02433"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "011" "0212" "011" "011"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "011" "0212" "011" "0212" "024223"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "011" "011" "011" "011" "013"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "011" "011" "0212" "0212" "0212"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "02111" "013" "011" "02433" "011"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "02433" "0213" "02433" "0212" "0212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "0212" "011" "011" "011" "011"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "011" "0212" "0213" "0212" "0121"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "0212" "0212" "011" "011" "0212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "0212" "02433" "0212" "0212" "011"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "011" "0212" "0213" "02433"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "011" "02433" "011" "011" "0212"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "011" "011" "011" "0212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "011" "0213" "011" "0121" "02421"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "011" "0212" "011" "0212" "0212"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "013" "0212" "0212" "011" "011"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "0212" "011" "0212" "011" "02433"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "0212" "0212" "011" "0212" "011"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "011" "011" "0212" "011" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "0212" "011" "011" "011" "0212"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "0212" "022222" "011" "0212" "011"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "011" "0212" "0212" "011" "011"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "02433" "0212" "0212" "0212" "011"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "02412" "0212" "0212" "0212" "011"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "0212" "0121" "0212" "0212" "013"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "011" "011" "0212" "011" "011"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "011" "02433" "0212" "024223" "011"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "0212" "02111" "0213" "0212" "011"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "011" "0212" "022222" "0212" "011"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "0212" "0212" "0212" "011" "0121"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "011" "011" "011" "0212" "02433"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "011" "011" "0212" "011" "011"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "011" "0212" "0212" "0212" "011"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "0212" "0213" "0212" "011" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "0212" "011" "0212" "011" "011"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "02433" "0212" "0212" "0212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "02432" "011" "0121" "024221"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024222" "011" "021121" "021121" "02111"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "02432" "011" "011" "02223" "022213"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "022211" "024222" "024221"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "02432" "011" "02431" "022212" "02432"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "02432" "022223" "02432" "011" "011"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "022211" "024221" "02421" "02421" "011"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "011" "011" "011" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024221" "011" "02223" "02431" "02432"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "02432" "021123" "011" "02432" "021121"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "022212" "021123" "011" "013"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "022213" "02431" "011" "02432" "022211"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "022213" "02432" "022224" "022213" "02412"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "02412" "021121" "02432" "011" "021121"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "011" "024222" "02431" "011" "02421"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "011" "013" "02421" "02432" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "011" "02432" "02223" "011" "011"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "011" "011" "022223" "011" "022212"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "02431" "02213" "022221" "02421" "02432"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "02431" "02421" "02432" "024221" "02431"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "022213" "02223" "021121" "02421" "013"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "02431" "02431" "021121" "02431" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "011" "024222" "02421" "02421" "011"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "02431" "011" "024221" "024221" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "02421" "02432" "02432" "02421" "022213"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "013" "02421" "0213" "02421" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "013" "022213" "011" "02223" "011"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "02431" "02421" "022211" "02421" "02111"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "022212" "02421" "024222" "022213" "02432"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "022213" "02431" "02111" "022211" "024221"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "02432" "022212" "022211" "021121" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "021123" "0213" "021121" "011" "011"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024221" "011" "024221" "011"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "021121" "02421" "022224" "024222" "02421"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "021121" "022211" "02421" "022211" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "011" "024221" "02421" "02431" "02432"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "011" "02421" "02421" "011"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "022211" "024221" "011" "013"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "02432" "02432" "011" "02421" "02421"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "02431" "02432" "021121" "011" "022212"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "02421" "022213" "011" "02433"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "02431" "02432" "024221" "02431" "02431"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "02432" "022223" "022211" "011" "02412"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024221" "0123" "022212" "022211" "011"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024222" "013" "022221" "02223" "011"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "02421" "021121" "02421" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024221" "02421" "02421" "02421" "021121"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "022212" "022213" "021123" "02421" "011"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "021121" "02213" "02421" "02432" "023123"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "022211" "011" "0213" "022221" "022212"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "022213" "02433" "02432" "011" "02432"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "021121" "011" "021121" "022223" "011"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "011" "022211"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "021121" "02431" "02421" "011" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "011" "011" "02223" "022212" "011"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "011" "011" "022224" "02421"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "02431" "02431" "02421" "022212"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "022212" "02431" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "02431" "02223" "02432" "011" "022213"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "011" "02432" "02431" "024221" "021121"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "022212" "02421" "011" "021121" "022213"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "022211" "022212" "02432" "011" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "02431" "013" "022213" "023123" "024222"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "011" "021121" "024221"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "02431" "021121" "02432" "02431" "024222"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "02432" "02431" "022213" "024222" "02432"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "022213" "022221" "011" "011" "022211"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "013" "02412" "02421" "021121"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024222" "022211" "02431" "02421" "013"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024221" "02421" "02431" "022213"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "011" "011" "02412" "022212" "011"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "02432" "011" "022212" "011" "024221"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "022212" "022224" "011" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "011" "011" "011" "011" "011"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "02421" "022211" "02431" "02421" "02432"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "011" "021121" "024222" "022221" "021121"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "021123" "011" "022212" "022212"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024222" "011" "011" "011" "024221"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "013" "022213" "02432" "011" "011"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "02432" "02432"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "02432" "011" "021121" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "021123" "011" "011" "023123" "02432"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "011" "022212" "02431" "011" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "011" "022211" "024221" "021121"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "022211" "022213" "022213" "011" "022212"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "013" "011" "011" "011" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "02421" "023123" "0213" "02313" "02431"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "02421" "021123" "022224" "011" "024221"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "022212" "024221" "02431" "022223" "021121"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "022212" "013" "022212" "02412" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "0123" "022223" "022223" "02431" "011"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "011" "02432" "02431" "022221" "01222"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "02432" "023123" "01222" "021121" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "02421" "011" "013" "02431" "022213"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "011" "02432" "011" "02431" "02432"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "02431" "011" "024221" "011" "011"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "02421" "011" "024221" "02421" "011"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "02421" "011" "02431" "011" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "02431" "022212" "02421" "021121" "02431"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "022213" "021121" "0123" "024221" "022213"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "022211" "011" "022221" "022221" "011"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "022213" "022213" "021121" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "02421" "02421" "021121" "02431" "021121"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "011" "021123" "02223" "011" "02431"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "022213" "024222" "011" "024221" "02431"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "022211" "022221" "02432" "022213" "024222"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "022213" "02431" "02213" "021123" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "011" "02223" "022221" "02431" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "011" "02431" "022224" "022213" "0123"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "011" "02432" "02431" "013"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "011" "02213" "022221" "021123" "02421"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "013" "02432" "02431" "013" "022213"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "02431" "02432" "011"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "011" "02431" "011" "022213"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "022211" "011" "011" "011" "022211"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "011" "022221" "02421" "02213" "022211"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "02432" "011" "0121" "011" "023123"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "02432" "02431" "022221" "024222" "02431"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "02431" "02212" "024221" "011" "023123"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "024221" "011" "02431" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024222" "011" "02432" "022211" "011"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "02421" "022213" "02431" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "011" "02431" "0121" "02431" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024222" "013" "022224" "02432" "022212"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "023123" "02432" "021121" "011"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "02432" "02431" "022213" "024221"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "011" "022211" "011" "021123" "022212"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "022211" "011" "024221" "021121" "024222"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "021121" "011" "02213" "011" "022211"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "021123" "02421" "02431" "02223" "011"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "02432" "022212" "011" "022211" "021123"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "011" "024221" "011"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "02421" "02432" "024221" "022212" "024222"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "022213" "011" "011" "011" "02421"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "021123" "02432" "022211" "022221" "02431"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "022211" "02431" "024222" "0121"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "022212" "021121" "02412" "022221" "011"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01222" "02421" "011" "02421" "02412"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024222" "021121" "02223" "022211" "011"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024222" "022212" "022213" "022224" "011"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "02431" "02431" "02432" "021123" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "022211" "02431" "02432"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "022212" "02432" "02432" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "02421" "011" "02421" "021121" "02421"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "022212" "021123" "011" "0123" "022211"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "011" "011" "013" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "02431" "02432" "022212" "02421" "02421"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "022212" "02431" "02421" "02313" "011"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "022212" "022211" "011" "024222" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "02431" "02111" "02111" "024222" "011"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "011" "024221" "022211" "011" "011"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "02432" "023123" "024221" "02223" "013"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "02431" "024222" "011" "02432"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024221" "02432" "011" "02432"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 899))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "011" "011" "011" "011" "013"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "0121" "0212" "0212" "02212" "02324"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "0212" "02322" "02322" "02321" "02323"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "02411" "01221" "0212"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "011" "011" "011" "0212" "02412"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "02322" "02321" "0213" "02212" "011"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "02321" "011" "011" "02321" "02412"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "011" "02212" "02324" "02322" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "0212" "01221" "02323" "0212" "02412"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "011" "02321" "02323" "02212" "011"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "02321" "02323" "0233" "02412"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "02323" "02323" "02322" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024223" "013" "013" "011" "011"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "0212" "02321" "013" "0212" "02322"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "02322" "0233" "011" "02324" "02412"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "013" "0233" "0212" "02412" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "02324" "011" "011" "02324" "0212"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "011" "02412" "011" "0233" "0211"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "011" "02322" "011" "02323" "013"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "0212" "011" "02321" "011" "013"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "02324" "02321" "011" "02324" "02321"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "02321" "02212" "0211" "011"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "0212" "02321" "02412" "011" "02411"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "011" "0212" "0233" "011" "011"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "02322" "0212" "011" "02321" "011"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "011" "02324" "02323" "02324" "011"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "011" "0212" "02412" "02321"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "011" "02321" "013" "011" "011"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "02411" "01222" "011" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "011"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "02322" "0212" "02212" "011" "0212"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "0212" "011" "02324" "0212"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "013" "02321" "011" "02324" "0212"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "02324" "011" "011" "0211" "02323"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "0212" "02321" "0233" "02411" "02323"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "02321" "0233" "02324"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "011" "0212" "011" "0212" "02324"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "02321" "02323" "0233" "02322" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "02412" "02212" "011" "02322" "02321"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "013" "02412" "02321" "011" "02411"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "02321" "0121" "011" "02321" "0212"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "02322" "0233" "011" "0212" "013"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "02322" "02322" "0233" "0212" "0211"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "011" "0233" "02321" "0233" "0211"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "02323" "011" "013" "0211" "011"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "011" "011" "0233" "0212" "02324"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "02322" "0212" "02323" "013" "02322"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "0212" "0212" "02212" "02322" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "02323" "02321" "024223" "0212" "02323"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "0211" "0212" "02321" "0212" "02322"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01222" "011" "0212" "011"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "011" "011" "02321" "024223" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "011" "01222" "0233" "02321" "02321"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "02412" "0233" "0212" "013" "02323"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "02321" "02323" "02322" "011" "02324"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "0211" "0212" "02412" "024223"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "011" "02322" "011" "011" "02323"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "02323" "01221" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "011" "0212" "02322" "011" "02322"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "011" "02412" "02323" "011"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "011" "0121" "011" "011" "02323"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "011" "02323" "0233" "011" "02323"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "0212" "02322" "02322" "0233" "011"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "02321" "013" "0233" "02323" "0212"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01221" "0212" "02212" "02212" "02322"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "02323" "0233" "011" "02323" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "02321" "0212" "02323" "02321" "02322"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01222" "02321" "02322" "011" "02321"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "02322" "02324" "0212" "02322" "024223"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "02412" "0211" "013" "02323" "02321"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "02412" "02321" "011" "011" "02322"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "02321" "0212" "02324" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "02322" "02324" "02212" "013"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "011" "013" "011" "02324" "013"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "013" "02412" "02324" "011" "011"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "0212" "013" "011" "011" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "02322" "02321" "0212"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "0123" "011" "02212" "011" "02323"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "011" "02412" "02311" "0211" "02322"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "0212" "02324" "011" "02324" "02412"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "011" "02322" "02322" "011" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "011" "011" "02412" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "02321" "02212" "011" "011" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "02324" "011"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "011" "0121" "02324" "0233" "02321"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "011" "0211" "011" "02322" "011"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "02324" "02323" "02324" "0233" "01221"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "013" "02322" "02212" "0211" "02323"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "0212" "013" "0213" "011" "02323"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "02423" "02321" "0211" "0212"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "02412" "02323" "0211" "02324" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "02324" "011" "011" "0121" "02321"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "02412" "02321" "011" "011" "013"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "011" "011" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024223" "011" "011" "02324" "024223"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "02323" "011" "0212" "0212" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "02322" "02412" "011" "011" "011"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "011" "02321" "02322" "011" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "02322" "0212" "0212" "011"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "011" "011" "01222" "024222" "013"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "011" "011" "011" "02324"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "02321" "01222" "011" "011" "011"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "0121" "011" "02212" "02433" "011"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "02321" "013" "02323" "011" "02322"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024223" "011" "011" "02322" "011"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "011" "02323" "02212" "02323" "02324"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "011" "0233" "02324" "02323" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "011" "02411" "011" "02324" "011"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "02323" "02321" "02323" "02323" "013"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "02322" "011" "02412" "02323" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "011" "011" "02322"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "02323" "02212" "0233" "0212" "013"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "02321" "02412" "02412" "0233" "02321"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024223" "02322" "011" "02321" "011"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "0211" "0121" "02321" "011" "02423"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "011" "011" "02311" "0233" "02321"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "0212" "011" "0212" "0212" "02323"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "02321" "0211" "013" "02322"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "02323" "013" "02321" "01222"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "02412" "0233" "011" "0233" "02321"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "02412" "0233" "013" "02322" "02321"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "011" "0233" "011" "02322"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "02322" "011" "02324" "011" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01222" "0213" "02323" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "0121" "02323" "02321" "02324" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "011" "011" "011" "011" "024223"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "011" "0233" "02321" "011" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "011" "011" "013" "02324" "02321"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "011" "024223" "0211" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "011" "0211" "02321"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "011" "02322" "02321" "0233" "02324"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "0212" "011" "02412" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "011" "0233" "011" "02423" "013"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "011" "013" "02323" "011" "02321"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "011" "02212" "011" "02412" "011"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "02323" "02322" "02313" "0212" "0212"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "02324" "011" "02321" "0212"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "013" "013" "02322" "0233" "02323"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "02324" "0233" "0233" "011" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "02321" "024222" "01222" "0211" "02324"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "0212" "02321" "013" "02321"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "02412" "011" "0233" "02324" "02322"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "024223"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "02412" "011" "02322" "011" "02322"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "02324" "024223" "02212" "013" "02322"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "02322" "02324" "011" "02322" "02323"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "011" "02322" "0233" "0121"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "011" "0212" "013" "011" "02324"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "013" "02324" "024223" "024223" "011"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "02423" "0123" "011" "02212" "02323"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "0212" "013" "02321" "0121" "0212"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "02322" "02321" "0233" "02321" "02321"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "02321" "02212" "02323" "02212" "02321"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "02324" "011" "011" "0121" "0212"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "02321" "02321" "0212" "0212" "011"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "0212" "0212" "0212" "0212" "0212"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "0212" "024223" "011" "011" "0121"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "0212" "0212" "013" "02321" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "011" "0213" "011" "02323"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "013" "02323" "0121" "0212"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "0212" "02234" "02321" "013" "0212"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "011" "011" "02321" "0212" "02321"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "02321" "011" "0121" "011" "02423"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "02321" "02321" "02321" "0212" "011"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "02321" "02323" "02321" "02212" "0212"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "0121" "011" "0212" "0212" "0212"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "011" "013" "011" "011" "01222"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "011" "011" "0213" "013" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "011" "022112" "023122" "0211" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "0211" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "011" "0211" "0211" "023122"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "013" "0211" "022111" "02311" "011"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01221" "013" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "0211" "022111" "023122" "0211" "0123"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "02411" "011" "022111" "02322" "02322"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "02423" "022111" "02411" "0211"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "0211" "013" "02411" "02311" "02411"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "013" "023122"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "011" "0211" "01221" "013" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "011" "022112" "011" "0211" "0211"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "011" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "023122" "01221" "023122" "02232" "011"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "011" "011" "022111" "0121" "02411"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "011" "011" "022111" "023122" "023122"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "0211" "0211" "022111" "02311" "02411"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "011" "02311" "02213" "022113" "011"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "011"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "0211" "0121" "02411"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "011" "0121" "023123" "013" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "023122" "013" "0211" "0211"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "011" "0211" "022111" "0211" "0211"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "011" "02213" "011" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "011" "0213" "0211" "011" "013"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "011" "02311" "02213" "0211" "0123"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "0211" "0123" "0211" "02311" "0123"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "02412" "011"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "02411" "02412" "01221" "0211"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "0211" "022111" "02212" "023122" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "023122" "02213" "02213" "02231" "01221"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "0211" "011" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "02411"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "011" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "011" "011" "011" "02311" "023122"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "011" "02232" "0211" "0211" "023123"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "023122" "02233" "023122" "011"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "02412" "011" "023122" "023122" "02412"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "023122" "01221" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "011" "011" "0123" "011" "023122"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "0121" "011" "02411" "0211" "02322"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "013" "02232" "0123" "02311" "02412"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "011" "022114" "02233" "02411" "0121"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "013" "0211" "02411" "011" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "0211" "02313" "023123" "011" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "0123" "011" "0211" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "0123" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "0211" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01221" "0211" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "011" "011"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "023122" "011" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "011" "011"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "024223" "0211" "011" "01221"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "0121" "01221" "02311" "02311" "011"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "011" "022114" "02412" "0211" "011"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "011" "02233" "022111" "0211"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "011" "0211" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "011" "02411" "01221"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "0211" "01221" "02311" "02213" "02322"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "013"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "023122" "0121" "011" "011" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "02411" "011" "0211" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "02322" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "011" "0211" "011" "02423"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "0121" "011" "0211" "022112" "023122"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "023122" "0211"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "0211"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "013" "0211" "01221" "02412" "013"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "013" "024223" "022111" "02311" "02411"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "0123" "02213" "02311" "02213" "011"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "013" "011" "022111" "01221" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "0123" "023122" "02423" "02412" "023122"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "013" "011" "013" "011"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "022213" "011" "011"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "011" "0211" "011" "011" "011"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "011" "01221" "011" "011" "0211"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "02412" "02232" "011" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01222" "02411" "02233" "011" "011"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "011" "011" "02412"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "0121" "0123" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "0121" "011" "0211" "02232" "0121"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "0211" "01221"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "011" "011" "013" "011" "0123"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "0123" "011" "011"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "0123" "02231" "011" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "011" "0123" "011" "02412" "011"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "011" "022112" "011" "011" "011"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "0211" "011" "022112" "0123" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "011" "013" "0211"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "011" "011" "01222" "011" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "013" "02412" "02423"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "02412" "013" "011" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "0123" "02423" "02313" "011"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "0123" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "011" "022111" "022112" "011" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "011" "02231" "02231" "0211" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "011" "02231" "02231" "011" "0121"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "013" "0121" "011" "011"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "023121" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "011" "022112" "02213" "011"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "011" "011" "023121" "023121" "011"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "0123" "022111" "02313" "022113" "011"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "011" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "011" "022112" "022111" "02423" "011"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "013" "022112" "011" "02411" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "011" "02412" "011" "011" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "011" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "02411" "02412" "011" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "011" "02213" "02423" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "011" "02232" "02411" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01221" "022112" "011" "011"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "0123" "02313" "011" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "02412" "01221" "013" "011"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01221" "02232" "01221" "011" "01221"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "0123" "02412" "0123" "02311" "02412"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "011" "013" "013" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01221" "013" "022114" "0123" "011"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "02412" "02233" "0211" "0211"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "011" "02411" "02212" "011" "011"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "02423" "022111" "011" "02313" "0123"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01221" "011" "0121" "02423"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "0211" "02423" "02232" "02423"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "011" "011"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "013" "011"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "011" "022112" "011"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01221" "022111" "013" "011" "0211"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "02411" "011" "011" "02423" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "02423" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "011" "02231" "011"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "0123" "011" "0123"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "011" "011" "011" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "011" "011" "02423" "011" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "02423" "011" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "02423" "013" "02311" "02412" "01222"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "0121" "023121" "022112" "02231" "0123"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "013" "011" "0211" "011"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "011" "02231" "02313" "011" "011"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "011" "02213" "011" "01221" "0211"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01222" "02412" "02412"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "013" "022114" "02232" "01222" "011"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "0211" "0211" "02412"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "011" "0123" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "011" "02231" "02411" "022112" "013"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "0121" "0211" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "011" "011" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "0123" "0211" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "011" "02423" "02423" "022113" "0123"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "02423" "01222" "011" "011"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "011" "011" "011" "011"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "013" "011" "011" "011" "01222"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "02411" "01221" "011" "01221" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "013" "02311" "01221" "011" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "013" "013" "0211" "02411"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "011" "011" "023121" "02411" "0211"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "023121" "02411" "011" "02411" "0211"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01221" "0121" "011" "02423"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "02412" "01221" "011" "011"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "0211" "0211" "02423" "0211" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "02412" "011" "01221" "01221" "0121"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "02411" "011" "02212" "013" "0211"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "013" "02311" "0211" "0211" "01221"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "0211" "011" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "0211" "011" "013" "0211" "02411"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "0211" "01221" "013" "0211" "023121"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "0121" "0211" "02411" "0211" "011"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01221" "0211" "02411" "02411" "01222"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "0211" "02411" "02411" "011" "023121"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "011" "013" "013" "0211" "013"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "011" "023121" "0211" "0121" "0121"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "02411" "02411" "023121" "0211" "011"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "02411" "02423" "0211" "0211" "0121"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "011" "013" "013" "01221" "0211"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01221" "011" "0211" "02411" "0211"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "02411" "01221" "0211" "013" "02411"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "011" "011" "023121" "02231" "0211"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "011" "0211" "023121" "023121"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "02411" "011" "02411" "011"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "0211" "0121" "011" "023121" "0211"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "011" "02233" "011" "0211" "0211"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01221" "0121" "02423" "0211" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "02411" "011" "011" "0121" "023121"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "0211" "013" "023121" "01221" "0211"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "02411" "02311" "011" "023121" "011"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "02411" "013" "02232" "0121" "011"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "02423" "0211" "011" "011" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "0211" "01221" "02411" "0211" "0211"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "0211" "023121" "02411" "02411" "023121"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "02411" "01221" "0211" "01221" "02411"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "0211" "02411" "02411" "011" "0121"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "011" "011" "02233" "02411" "0211"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "02423" "02423" "011" "0211" "023121"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "011" "02411" "02411" "02411" "01221"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "02411" "011" "023121" "0211" "02411"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "023121" "02423" "011" "013" "0121"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01221" "011" "01221" "013" "011"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "0211" "011" "0121" "01222" "0211"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "0211" "02411" "023121" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "0211" "011" "0121" "0211" "011"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "013" "013" "023121" "0211" "023121"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "0211" "023121" "01221" "01222" "0121"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "0211" "011" "01221" "0121" "0211"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "013" "02411" "0211" "01221" "0121"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "023121" "02411" "011" "023123" "013"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "0121" "02411" "0211" "011" "02411"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "02423" "011" "013" "02423" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "02411" "02411" "0211" "02412" "0211"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "013" "011" "011" "02411" "02411"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "0121" "02423" "0211" "02411" "02411"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01221" "0211" "02423" "0211" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "011" "013" "0123" "011" "01221"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "0211" "01221" "011" "02411" "02411"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "0211" "011" "022113" "0121" "02411"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "011" "0211" "02411" "0121" "011"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "023121" "011" "011" "02411" "0123"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "023122" "023121" "011" "01221" "02411"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "0211" "023121" "013" "0213" "013"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "013" "0211" "02411" "0211" "023121"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "02411" "011" "0211" "0211" "01221"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "011" "023121" "011" "02411" "0211"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "02423" "023121" "02423" "0211" "0121"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "011" "02411" "0211" "02423" "011"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "013" "023121" "013" "01221" "0211"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01221" "0213" "01221" "02411" "02411"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "0211" "02423" "02412" "0211" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "0123" "02423" "0121" "011"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "011" "011" "011" "011" "011"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "011" "011" "011" "011" "011"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "011" "013" "013" "0123" "011"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "02411" "0121" "02423" "011" "011"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "011" "011" "011" "013" "01221"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "011" "011" "0123" "022112" "0123"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01221" "011" "0211" "02313" "01221"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "011" "0121" "011" "0121" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "011" "013" "011" "011" "011"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "0211" "011" "0123" "011" "0121"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "011" "022111" "0211" "0211" "01221"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "013" "011" "0121" "013" "011"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "011" "02233" "023121" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "0121" "02232" "011" "013" "011"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "02411" "0213" "013" "0211" "02411"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "013" "013" "02411" "011" "011"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "0121" "013" "011" "011" "011"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "0211" "011" "01221" "011" "01221"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "011" "0121" "01221" "011" "011"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "011" "011" "02411" "011" "0121"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "011" "011" "01221" "023121" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "0211" "02411" "0121" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "013" "0123" "013" "011" "013"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "023121" "011" "022111" "011" "011"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "011" "0123" "01221" "013" "013"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "02411" "02213" "011" "011"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "011" "0121" "01221" "011" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "011" "01221" "0121" "011" "011"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "011" "011" "02311" "0121" "01221"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "02411" "011" "02232" "0213" "01221"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "011" "0211" "0123" "011" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "0121" "011" "02233" "011" "011"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "011" "02233" "0121" "0123" "011"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "0211" "0121" "011" "011" "011"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "011" "011" "0211" "023121" "01221"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "011" "011" "011" "011" "011"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "013" "013" "011" "023121" "011"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "013" "0121" "0211" "013" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "023121" "011" "023121" "011" "011"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "011" "0121" "01221" "01221" "011"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "011" "011" "01221" "0121" "013"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "0211" "011" "011" "011" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "0123" "0121" "02411" "0211" "0121"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "011" "011" "013" "0121" "011"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "011" "011" "0121" "02411" "02411"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "02411" "011" "011" "0121"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "011" "0121" "011" "011" "02423"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "011" "011" "0211" "011" "02411"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "011" "013" "011" "0123" "02411"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "0211" "022113" "0121" "0121"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "013" "0123" "0121" "0121" "011"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "013" "011" "01221" "013" "0211"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "011" "011" "0121" "013" "011"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "0121" "013" "011" "02411"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "011" "0121" "013" "02423" "0212"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "0121" "0121" "011" "011" "023121"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "013" "013" "01221" "013" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "0121" "0123" "011" "011" "011"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "02423" "011" "02234" "023121" "0123"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "011" "013" "011" "02411" "011"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "011" "01221" "02311" "0121" "0123"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "013" "02232" "013" "01221" "013"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "013" "011" "013" "011"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "011" "022111" "0121" "0121" "011"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "02411" "011" "011" "013" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "013" "011" "0121" "02411" "011"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "0211" "0121" "0121" "0211" "011"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "0211" "011" "02232" "013" "0121"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "011" "011" "013" "0121" "011"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "011" "011" "0121" "0211" "011"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "0123" "011" "011" "0123" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "011" "013" "0123" "02233" "0211"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "011" "011" "0213" "023121" "011"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "02411" "0121" "011" "011" "011"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "013" "01221" "0123" "013" "02411"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "011" "011" "01221" "013"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "023121" "011" "011" "011" "013"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "013" "0212" "0212" "011" "0212"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "0212" "0212" "0212" "0212" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "0121" "02212" "0212" "0212" "0212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "0212" "011" "011" "011" "011"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "011" "011" "011" "0212" "011"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "011" "011" "011" "022222" "0212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "011" "0212" "011" "0212" "0212"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "0212" "011" "0212" "011" "02433"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "0212" "0212" "0212" "0212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "011" "011" "0212" "0212" "011"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "011" "0212" "022222" "0212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "011" "0212" "011" "011" "011"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "011" "0212" "011" "011" "011"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "0212" "0212" "0212" "011" "011"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "0212" "02412" "0212" "011" "0212"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "0212" "0212" "0212" "02433" "0212"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "011" "0212" "0212" "011" "011"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "0212" "011" "0212" "0212" "0212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "02322" "0212" "011" "011" "011"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "0212" "0212" "0212" "022222" "011"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "011" "0212" "02433" "0213" "0212"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "011" "0212" "011" "011"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "0121" "0212" "0212" "0212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "0212" "022222" "011" "0212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "0212" "0213" "0212" "0212" "0212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "011" "0212" "0212" "0212" "011"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "0212" "0213" "0212" "011"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "011" "011" "011" "011" "011"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "011" "011" "0212" "0213" "011"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "011" "01222" "011" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "011" "011" "0212" "0213" "0212"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "011" "0212" "0212" "011" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "0212" "011" "0212" "0212" "0211"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "011" "02212" "0212" "011" "0212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "013" "0212" "0212" "011" "011"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "0212" "0212" "011" "0212" "011"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "011" "011" "0213" "0212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "011" "0212" "022222" "0212" "011"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "011" "02433" "011" "0213" "011"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "0212" "0212" "011" "02433" "02433"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "011" "0212" "011" "011"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "011" "0212" "011" "0212" "024223"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "011" "011" "011" "011" "013"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "011" "011" "0212" "0212" "0212"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "0211" "013" "011" "02433" "011"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "02433" "0213" "02433" "0212" "0212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "0212" "011" "011" "011" "011"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "011" "0212" "0213" "0212" "0121"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "0212" "0212" "011" "011" "0212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "0212" "02433" "0212" "0212" "011"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "011" "0212" "0213" "02433"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "011" "02433" "011" "011" "0212"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "011" "011" "011" "0212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "011" "0213" "011" "0121" "02421"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "011" "0212" "011" "0212" "0212"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "013" "0212" "0212" "011" "011"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "0212" "011" "0212" "011" "02433"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "0212" "0212" "011" "0212" "011"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "011" "011" "0212" "011" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "0212" "011" "011" "011" "0212"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "0212" "022222" "011" "0212" "011"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "011" "0212" "0212" "011" "011"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "02433" "0212" "0212" "0212" "011"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "02412" "0212" "0212" "0212" "011"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "0212" "0121" "0212" "0212" "013"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "011" "011" "0212" "011" "011"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "011" "02433" "0212" "024223" "011"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "0212" "0211" "0213" "0212" "011"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "011" "0212" "022222" "0212" "011"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "0212" "0212" "0212" "011" "0121"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "011" "011" "011" "0212" "02433"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "011" "011" "0212" "011" "011"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "011" "0212" "0212" "0212" "011"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "0212" "0213" "0212" "011" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "0212" "011" "0212" "011" "011"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "02433" "0212" "0212" "0212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "02432" "011" "0121" "024221"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024222" "011" "0211" "0211" "0211"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "02432" "011" "011" "02223" "022213"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "022211" "024222" "024221"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "02432" "011" "02431" "022212" "02432"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "02432" "022223" "02432" "011" "011"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "022211" "024221" "02421" "02421" "011"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "011" "011" "011" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024221" "011" "02223" "02431" "02432"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "02432" "0211" "011" "02432" "0211"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "022212" "0211" "011" "013"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "022213" "02431" "011" "02432" "022211"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "022213" "02432" "022224" "022213" "02412"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "02412" "0211" "02432" "011" "0211"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "011" "024222" "02431" "011" "02421"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "011" "013" "02421" "02432" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "011" "02432" "02223" "011" "011"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "011" "011" "022223" "011" "022212"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "02431" "02213" "022221" "02421" "02432"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "02431" "02421" "02432" "024221" "02431"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "022213" "02223" "0211" "02421" "013"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "02431" "02431" "0211" "02431" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "011" "024222" "02421" "02421" "011"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "02431" "011" "024221" "024221" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "02421" "02432" "02432" "02421" "022213"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "013" "02421" "0213" "02421" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "013" "022213" "011" "02223" "011"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "02431" "02421" "022211" "02421" "0211"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "022212" "02421" "024222" "022213" "02432"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "022213" "02431" "0211" "022211" "024221"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "02432" "022212" "022211" "0211" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "0211" "0213" "0211" "011" "011"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024221" "011" "024221" "011"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "0211" "02421" "022224" "024222" "02421"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "0211" "022211" "02421" "022211" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "011" "024221" "02421" "02431" "02432"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "011" "02421" "02421" "011"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "022211" "024221" "011" "013"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "02432" "02432" "011" "02421" "02421"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "02431" "02432" "0211" "011" "022212"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "02421" "022213" "011" "02433"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "02431" "02432" "024221" "02431" "02431"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "02432" "022223" "022211" "011" "02412"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024221" "0123" "022212" "022211" "011"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024222" "013" "022221" "02223" "011"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "02421" "0211" "02421" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024221" "02421" "02421" "02421" "0211"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "022212" "022213" "0211" "02421" "011"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "0211" "02213" "02421" "02432" "023123"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "022211" "011" "0213" "022221" "022212"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "022213" "02433" "02432" "011" "02432"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "0211" "011" "0211" "022223" "011"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "011" "022211"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "0211" "02431" "02421" "011" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "011" "011" "02223" "022212" "011"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "011" "011" "022224" "02421"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "02431" "02431" "02421" "022212"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "022212" "02431" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "02431" "02223" "02432" "011" "022213"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "011" "02432" "02431" "024221" "0211"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "022212" "02421" "011" "0211" "022213"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "022211" "022212" "02432" "011" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "02431" "013" "022213" "023123" "024222"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "011" "0211" "024221"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "02431" "0211" "02432" "02431" "024222"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "02432" "02431" "022213" "024222" "02432"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "022213" "022221" "011" "011" "022211"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "013" "02412" "02421" "0211"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024222" "022211" "02431" "02421" "013"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024221" "02421" "02431" "022213"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "011" "011" "02412" "022212" "011"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "02432" "011" "022212" "011" "024221"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "022212" "022224" "011" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "011" "011" "011" "011" "011"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "02421" "022211" "02431" "02421" "02432"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "011" "0211" "024222" "022221" "0211"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "0211" "011" "022212" "022212"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024222" "011" "011" "011" "024221"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "013" "022213" "02432" "011" "011"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "02432" "02432"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "02432" "011" "0211" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "0211" "011" "011" "023123" "02432"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "011" "022212" "02431" "011" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "011" "022211" "024221" "0211"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "022211" "022213" "022213" "011" "022212"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "013" "011" "011" "011" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "02421" "023123" "0213" "02313" "02431"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "02421" "0211" "022224" "011" "024221"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "022212" "024221" "02431" "022223" "0211"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "022212" "013" "022212" "02412" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "0123" "022223" "022223" "02431" "011"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "011" "02432" "02431" "022221" "01222"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "02432" "023123" "01222" "0211" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "02421" "011" "013" "02431" "022213"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "011" "02432" "011" "02431" "02432"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "02431" "011" "024221" "011" "011"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "02421" "011" "024221" "02421" "011"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "02421" "011" "02431" "011" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "02431" "022212" "02421" "0211" "02431"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "022213" "0211" "0123" "024221" "022213"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "022211" "011" "022221" "022221" "011"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "022213" "022213" "0211" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "02421" "02421" "0211" "02431" "0211"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "011" "0211" "02223" "011" "02431"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "022213" "024222" "011" "024221" "02431"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "022211" "022221" "02432" "022213" "024222"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "022213" "02431" "02213" "0211" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "011" "02223" "022221" "02431" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "011" "02431" "022224" "022213" "0123"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "011" "02432" "02431" "013"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "011" "02213" "022221" "0211" "02421"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "013" "02432" "02431" "013" "022213"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "02431" "02432" "011"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "011" "02431" "011" "022213"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "022211" "011" "011" "011" "022211"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "011" "022221" "02421" "02213" "022211"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "02432" "011" "0121" "011" "023123"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "02432" "02431" "022221" "024222" "02431"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "02431" "02212" "024221" "011" "023123"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "024221" "011" "02431" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024222" "011" "02432" "022211" "011"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "02421" "022213" "02431" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "011" "02431" "0121" "02431" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024222" "013" "022224" "02432" "022212"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "023123" "02432" "0211" "011"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "02432" "02431" "022213" "024221"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "011" "022211" "011" "0211" "022212"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "022211" "011" "024221" "0211" "024222"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "0211" "011" "02213" "011" "022211"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "0211" "02421" "02431" "02223" "011"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "02432" "022212" "011" "022211" "0211"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "011" "024221" "011"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "02421" "02432" "024221" "022212" "024222"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "022213" "011" "011" "011" "02421"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "0211" "02432" "022211" "022221" "02431"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "022211" "02431" "024222" "0121"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "022212" "0211" "02412" "022221" "011"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01222" "02421" "011" "02421" "02412"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024222" "0211" "02223" "022211" "011"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024222" "022212" "022213" "022224" "011"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "02431" "02431" "02432" "0211" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "022211" "02431" "02432"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "022212" "02432" "02432" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "02421" "011" "02421" "0211" "02421"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "022212" "0211" "011" "0123" "022211"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "011" "011" "013" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "02431" "02432" "022212" "02421" "02421"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "022212" "02431" "02421" "02313" "011"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "022212" "022211" "011" "024222" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "02431" "0211" "0211" "024222" "011"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "011" "024221" "022211" "011" "011"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "02432" "023123" "024221" "02223" "013"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "02431" "024222" "011" "02432"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024221" "02432" "011" "02432"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 1037))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "011" "011" "011" "011" "013"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "0121" "0212" "0212" "02212" "02324"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "0212" "02322" "02322" "02321" "02323"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "02411" "01221" "0212"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "011" "011" "011" "0212" "02412"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "02322" "02321" "0213" "02212" "011"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "02321" "011" "011" "02321" "02412"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "011" "02212" "02324" "02322" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "0212" "01221" "02323" "0212" "02412"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "011" "02321" "02323" "02212" "011"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "02321" "02323" "0233" "02412"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "02323" "02323" "02322" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024223" "013" "013" "011" "011"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "0212" "02321" "013" "0212" "02322"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "02322" "0233" "011" "02324" "02412"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "013" "0233" "0212" "02412" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "02324" "011" "011" "02324" "0212"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "011" "02412" "011" "0233" "0211"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "011" "02322" "011" "02323" "013"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "0212" "011" "02321" "011" "013"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "02324" "02321" "011" "02324" "02321"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "02321" "02212" "0211" "011"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "0212" "02321" "02412" "011" "02411"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "011" "0212" "0233" "011" "011"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "02322" "0212" "011" "02321" "011"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "011" "02324" "02323" "02324" "011"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "011" "0212" "02412" "02321"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "011" "02321" "013" "011" "011"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "02411" "01222" "011" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "011"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "02322" "0212" "02212" "011" "0212"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "0212" "011" "02324" "0212"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "013" "02321" "011" "02324" "0212"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "02324" "011" "011" "0211" "02323"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "0212" "02321" "0233" "02411" "02323"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "02321" "0233" "02324"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "011" "0212" "011" "0212" "02324"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "02321" "02323" "0233" "02322" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "02412" "02212" "011" "02322" "02321"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "013" "02412" "02321" "011" "02411"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "02321" "0121" "011" "02321" "0212"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "02322" "0233" "011" "0212" "013"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "02322" "02322" "0233" "0212" "0211"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "011" "0233" "02321" "0233" "0211"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "02323" "011" "013" "0211" "011"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "011" "011" "0233" "0212" "02324"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "02322" "0212" "02323" "013" "02322"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "0212" "0212" "02212" "02322" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "02323" "02321" "024223" "0212" "02323"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "0211" "0212" "02321" "0212" "02322"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01222" "011" "0212" "011"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "011" "011" "02321" "024223" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "011" "01222" "0233" "02321" "02321"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "02412" "0233" "0212" "013" "02323"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "02321" "02323" "02322" "011" "02324"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "0211" "0212" "02412" "024223"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "011" "02322" "011" "011" "02323"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "02323" "01221" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "011" "0212" "02322" "011" "02322"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "011" "02412" "02323" "011"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "011" "0121" "011" "011" "02323"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "011" "02323" "0233" "011" "02323"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "0212" "02322" "02322" "0233" "011"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "02321" "013" "0233" "02323" "0212"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01221" "0212" "02212" "02212" "02322"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "02323" "0233" "011" "02323" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "02321" "0212" "02323" "02321" "02322"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01222" "02321" "02322" "011" "02321"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "02322" "02324" "0212" "02322" "024223"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "02412" "0211" "013" "02323" "02321"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "02412" "02321" "011" "011" "02322"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "02321" "0212" "02324" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "02322" "02324" "02212" "013"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "011" "013" "011" "02324" "013"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "013" "02412" "02324" "011" "011"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "0212" "013" "011" "011" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "02322" "02321" "0212"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "0123" "011" "02212" "011" "02323"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "011" "02412" "02311" "0211" "02322"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "0212" "02324" "011" "02324" "02412"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "011" "02322" "02322" "011" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "011" "011" "02412" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "02321" "02212" "011" "011" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "02324" "011"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "011" "0121" "02324" "0233" "02321"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "011" "0211" "011" "02322" "011"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "02324" "02323" "02324" "0233" "01221"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "013" "02322" "02212" "0211" "02323"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "0212" "013" "0213" "011" "02323"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "02423" "02321" "0211" "0212"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "02412" "02323" "0211" "02324" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "02324" "011" "011" "0121" "02321"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "02412" "02321" "011" "011" "013"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "011" "011" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024223" "011" "011" "02324" "024223"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "02323" "011" "0212" "0212" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "02322" "02412" "011" "011" "011"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "011" "02321" "02322" "011" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "02322" "0212" "0212" "011"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "011" "011" "01222" "024222" "013"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "011" "011" "011" "02324"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "02321" "01222" "011" "011" "011"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "0121" "011" "02212" "02433" "011"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "02321" "013" "02323" "011" "02322"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024223" "011" "011" "02322" "011"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "011" "02323" "02212" "02323" "02324"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "011" "0233" "02324" "02323" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "011" "02411" "011" "02324" "011"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "02323" "02321" "02323" "02323" "013"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "02322" "011" "02412" "02323" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "011" "011" "02322"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "02323" "02212" "0233" "0212" "013"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "02321" "02412" "02412" "0233" "02321"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024223" "02322" "011" "02321" "011"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "0211" "0121" "02321" "011" "02423"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "011" "011" "02311" "0233" "02321"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "0212" "011" "0212" "0212" "02323"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "02321" "0211" "013" "02322"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "02323" "013" "02321" "01222"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "02412" "0233" "011" "0233" "02321"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "02412" "0233" "013" "02322" "02321"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "011" "0233" "011" "02322"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "02322" "011" "02324" "011" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01222" "0213" "02323" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "0121" "02323" "02321" "02324" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "011" "011" "011" "011" "024223"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "011" "0233" "02321" "011" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "011" "011" "013" "02324" "02321"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "011" "024223" "0211" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "011" "0211" "02321"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "011" "02322" "02321" "0233" "02324"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "0212" "011" "02412" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "011" "0233" "011" "02423" "013"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "011" "013" "02323" "011" "02321"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "011" "02212" "011" "02412" "011"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "02323" "02322" "02313" "0212" "0212"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "02324" "011" "02321" "0212"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "013" "013" "02322" "0233" "02323"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "02324" "0233" "0233" "011" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "02321" "024222" "01222" "0211" "02324"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "0212" "02321" "013" "02321"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "02412" "011" "0233" "02324" "02322"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "024223"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "02412" "011" "02322" "011" "02322"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "02324" "024223" "02212" "013" "02322"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "02322" "02324" "011" "02322" "02323"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "011" "02322" "0233" "0121"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "011" "0212" "013" "011" "02324"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "013" "02324" "024223" "024223" "011"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "02423" "0123" "011" "02212" "02323"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "0212" "013" "02321" "0121" "0212"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "02322" "02321" "0233" "02321" "02321"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "02321" "02212" "02323" "02212" "02321"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "02324" "011" "011" "0121" "0212"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "02321" "02321" "0212" "0212" "011"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "0212" "0212" "0212" "0212" "0212"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "0212" "024223" "011" "011" "0121"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "0212" "0212" "013" "02321" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "011" "0213" "011" "02323"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "013" "02323" "0121" "0212"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "0212" "02234" "02321" "013" "0212"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "011" "011" "02321" "0212" "02321"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "02321" "011" "0121" "011" "02423"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "02321" "02321" "02321" "0212" "011"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "02321" "02323" "02321" "02212" "0212"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "0121" "011" "0212" "0212" "0212"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "011" "013" "011" "011" "01222"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "011" "011" "0213" "013" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "011" "022112" "02312" "0211" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "0211" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "011" "0211" "0211" "02312"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "013" "0211" "022111" "02311" "011"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01221" "013" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "0211" "022111" "02312" "0211" "0123"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "02411" "011" "022111" "02322" "02322"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "02423" "022111" "02411" "0211"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "0211" "013" "02411" "02311" "02411"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "013" "02312"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "011" "0211" "01221" "013" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "011" "022112" "011" "0211" "0211"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "011" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "02312" "01221" "02312" "02232" "011"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "011" "011" "022111" "0121" "02411"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "011" "011" "022111" "02312" "02312"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "0211" "0211" "022111" "02311" "02411"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "011" "02311" "02213" "022113" "011"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "011"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "0211" "0121" "02411"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "011" "0121" "02312" "013" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "02312" "013" "0211" "0211"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "011" "0211" "022111" "0211" "0211"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "011" "02213" "011" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "011" "0213" "0211" "011" "013"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "011" "02311" "02213" "0211" "0123"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "0211" "0123" "0211" "02311" "0123"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "02412" "011"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "02411" "02412" "01221" "0211"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "0211" "022111" "02212" "02312" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "02312" "02213" "02213" "02231" "01221"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "0211" "011" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "02411"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "011" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "011" "011" "011" "02311" "02312"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "011" "02232" "0211" "0211" "02312"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "02312" "02233" "02312" "011"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "02412" "011" "02312" "02312" "02412"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "02312" "01221" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "011" "011" "0123" "011" "02312"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "0121" "011" "02411" "0211" "02322"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "013" "02232" "0123" "02311" "02412"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "011" "022114" "02233" "02411" "0121"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "013" "0211" "02411" "011" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "0211" "02313" "02312" "011" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "0123" "011" "0211" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "0123" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "0211" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01221" "0211" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "011" "011"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "02312" "011" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "011" "011"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "024223" "0211" "011" "01221"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "0121" "01221" "02311" "02311" "011"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "011" "022114" "02412" "0211" "011"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "011" "02233" "022111" "0211"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "011" "0211" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "011" "02411" "01221"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "0211" "01221" "02311" "02213" "02322"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "013"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "02312" "0121" "011" "011" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "02411" "011" "0211" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "02322" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "011" "0211" "011" "02423"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "0121" "011" "0211" "022112" "02312"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "02312" "0211"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "0211"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "013" "0211" "01221" "02412" "013"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "013" "024223" "022111" "02311" "02411"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "0123" "02213" "02311" "02213" "011"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "013" "011" "022111" "01221" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "0123" "02312" "02423" "02412" "02312"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "013" "011" "013" "011"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "022213" "011" "011"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "011" "0211" "011" "011" "011"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "011" "01221" "011" "011" "0211"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "02412" "02232" "011" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01222" "02411" "02233" "011" "011"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "011" "011" "02412"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "0121" "0123" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "0121" "011" "0211" "02232" "0121"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "0211" "01221"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "011" "011" "013" "011" "0123"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "0123" "011" "011"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "0123" "02231" "011" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "011" "0123" "011" "02412" "011"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "011" "022112" "011" "011" "011"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "0211" "011" "022112" "0123" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "011" "013" "0211"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "011" "011" "01222" "011" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "013" "02412" "02423"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "02412" "013" "011" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "0123" "02423" "02313" "011"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "0123" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "011" "022111" "022112" "011" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "011" "02231" "02231" "0211" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "011" "02231" "02231" "011" "0121"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "013" "0121" "011" "011"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "02312" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "011" "022112" "02213" "011"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "011" "011" "02312" "02312" "011"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "0123" "022111" "02313" "022113" "011"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "011" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "011" "022112" "022111" "02423" "011"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "013" "022112" "011" "02411" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "011" "02412" "011" "011" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "011" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "02411" "02412" "011" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "011" "02213" "02423" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "011" "02232" "02411" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01221" "022112" "011" "011"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "0123" "02313" "011" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "02412" "01221" "013" "011"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01221" "02232" "01221" "011" "01221"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "0123" "02412" "0123" "02311" "02412"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "011" "013" "013" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01221" "013" "022114" "0123" "011"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "02412" "02233" "0211" "0211"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "011" "02411" "02212" "011" "011"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "02423" "022111" "011" "02313" "0123"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01221" "011" "0121" "02423"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "0211" "02423" "02232" "02423"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "011" "011"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "013" "011"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "011" "022112" "011"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01221" "022111" "013" "011" "0211"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "02411" "011" "011" "02423" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "02423" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "011" "02231" "011"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "0123" "011" "0123"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "011" "011" "011" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "011" "011" "02423" "011" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "02423" "011" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "02423" "013" "02311" "02412" "01222"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "0121" "02312" "022112" "02231" "0123"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "013" "011" "0211" "011"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "011" "02231" "02313" "011" "011"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "011" "02213" "011" "01221" "0211"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01222" "02412" "02412"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "013" "022114" "02232" "01222" "011"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "0211" "0211" "02412"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "011" "0123" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "011" "02231" "02411" "022112" "013"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "0121" "0211" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "011" "011" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "0123" "0211" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "011" "02423" "02423" "022113" "0123"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "02423" "01222" "011" "011"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "011" "011" "011" "011"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "013" "011" "011" "011" "01222"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "02411" "01221" "011" "01221" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "013" "02311" "01221" "011" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "013" "013" "0211" "02411"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "011" "011" "02312" "02411" "0211"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "02312" "02411" "011" "02411" "0211"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01221" "0121" "011" "02423"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "02412" "01221" "011" "011"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "0211" "0211" "02423" "0211" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "02412" "011" "01221" "01221" "0121"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "02411" "011" "02212" "013" "0211"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "013" "02311" "0211" "0211" "01221"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "0211" "011" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "0211" "011" "013" "0211" "02411"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "0211" "01221" "013" "0211" "02312"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "0121" "0211" "02411" "0211" "011"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01221" "0211" "02411" "02411" "01222"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "0211" "02411" "02411" "011" "02312"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "011" "013" "013" "0211" "013"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "011" "02312" "0211" "0121" "0121"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "02411" "02411" "02312" "0211" "011"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "02411" "02423" "0211" "0211" "0121"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "011" "013" "013" "01221" "0211"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01221" "011" "0211" "02411" "0211"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "02411" "01221" "0211" "013" "02411"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "011" "011" "02312" "02231" "0211"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "011" "0211" "02312" "02312"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "02411" "011" "02411" "011"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "0211" "0121" "011" "02312" "0211"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "011" "02233" "011" "0211" "0211"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01221" "0121" "02423" "0211" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "02411" "011" "011" "0121" "02312"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "0211" "013" "02312" "01221" "0211"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "02411" "02311" "011" "02312" "011"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "02411" "013" "02232" "0121" "011"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "02423" "0211" "011" "011" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "0211" "01221" "02411" "0211" "0211"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "0211" "02312" "02411" "02411" "02312"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "02411" "01221" "0211" "01221" "02411"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "0211" "02411" "02411" "011" "0121"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "011" "011" "02233" "02411" "0211"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "02423" "02423" "011" "0211" "02312"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "011" "02411" "02411" "02411" "01221"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "02411" "011" "02312" "0211" "02411"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "02312" "02423" "011" "013" "0121"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01221" "011" "01221" "013" "011"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "0211" "011" "0121" "01222" "0211"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "0211" "02411" "02312" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "0211" "011" "0121" "0211" "011"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "013" "013" "02312" "0211" "02312"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "0211" "02312" "01221" "01222" "0121"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "0211" "011" "01221" "0121" "0211"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "013" "02411" "0211" "01221" "0121"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "02312" "02411" "011" "02312" "013"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "0121" "02411" "0211" "011" "02411"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "02423" "011" "013" "02423" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "02411" "02411" "0211" "02412" "0211"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "013" "011" "011" "02411" "02411"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "0121" "02423" "0211" "02411" "02411"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01221" "0211" "02423" "0211" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "011" "013" "0123" "011" "01221"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "0211" "01221" "011" "02411" "02411"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "0211" "011" "022113" "0121" "02411"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "011" "0211" "02411" "0121" "011"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "02312" "011" "011" "02411" "0123"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "02312" "02312" "011" "01221" "02411"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "0211" "02312" "013" "0213" "013"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "013" "0211" "02411" "0211" "02312"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "02411" "011" "0211" "0211" "01221"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "011" "02312" "011" "02411" "0211"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "02423" "02312" "02423" "0211" "0121"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "011" "02411" "0211" "02423" "011"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "013" "02312" "013" "01221" "0211"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01221" "0213" "01221" "02411" "02411"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "0211" "02423" "02412" "0211" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "0123" "02423" "0121" "011"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "011" "011" "011" "011" "011"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "011" "011" "011" "011" "011"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "011" "013" "013" "0123" "011"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "02411" "0121" "02423" "011" "011"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "011" "011" "011" "013" "01221"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "011" "011" "0123" "022112" "0123"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01221" "011" "0211" "02313" "01221"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "011" "0121" "011" "0121" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "011" "013" "011" "011" "011"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "0211" "011" "0123" "011" "0121"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "011" "022111" "0211" "0211" "01221"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "013" "011" "0121" "013" "011"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "011" "02233" "02312" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "0121" "02232" "011" "013" "011"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "02411" "0213" "013" "0211" "02411"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "013" "013" "02411" "011" "011"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "0121" "013" "011" "011" "011"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "0211" "011" "01221" "011" "01221"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "011" "0121" "01221" "011" "011"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "011" "011" "02411" "011" "0121"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "011" "011" "01221" "02312" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "0211" "02411" "0121" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "013" "0123" "013" "011" "013"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "02312" "011" "022111" "011" "011"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "011" "0123" "01221" "013" "013"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "02411" "02213" "011" "011"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "011" "0121" "01221" "011" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "011" "01221" "0121" "011" "011"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "011" "011" "02311" "0121" "01221"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "02411" "011" "02232" "0213" "01221"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "011" "0211" "0123" "011" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "0121" "011" "02233" "011" "011"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "011" "02233" "0121" "0123" "011"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "0211" "0121" "011" "011" "011"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "011" "011" "0211" "02312" "01221"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "011" "011" "011" "011" "011"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "013" "013" "011" "02312" "011"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "013" "0121" "0211" "013" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "02312" "011" "02312" "011" "011"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "011" "0121" "01221" "01221" "011"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "011" "011" "01221" "0121" "013"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "0211" "011" "011" "011" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "0123" "0121" "02411" "0211" "0121"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "011" "011" "013" "0121" "011"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "011" "011" "0121" "02411" "02411"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "02411" "011" "011" "0121"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "011" "0121" "011" "011" "02423"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "011" "011" "0211" "011" "02411"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "011" "013" "011" "0123" "02411"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "0211" "022113" "0121" "0121"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "013" "0123" "0121" "0121" "011"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "013" "011" "01221" "013" "0211"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "011" "011" "0121" "013" "011"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "0121" "013" "011" "02411"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "011" "0121" "013" "02423" "0212"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "0121" "0121" "011" "011" "02312"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "013" "013" "01221" "013" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "0121" "0123" "011" "011" "011"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "02423" "011" "02234" "02312" "0123"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "011" "013" "011" "02411" "011"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "011" "01221" "02311" "0121" "0123"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "013" "02232" "013" "01221" "013"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "013" "011" "013" "011"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "011" "022111" "0121" "0121" "011"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "02411" "011" "011" "013" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "013" "011" "0121" "02411" "011"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "0211" "0121" "0121" "0211" "011"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "0211" "011" "02232" "013" "0121"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "011" "011" "013" "0121" "011"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "011" "011" "0121" "0211" "011"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "0123" "011" "011" "0123" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "011" "013" "0123" "02233" "0211"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "011" "011" "0213" "02312" "011"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "02411" "0121" "011" "011" "011"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "013" "01221" "0123" "013" "02411"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "011" "011" "01221" "013"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "02312" "011" "011" "011" "013"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "013" "0212" "0212" "011" "0212"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "0212" "0212" "0212" "0212" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "0121" "02212" "0212" "0212" "0212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "0212" "011" "011" "011" "011"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "011" "011" "011" "0212" "011"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "011" "011" "011" "022222" "0212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "011" "0212" "011" "0212" "0212"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "0212" "011" "0212" "011" "02433"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "0212" "0212" "0212" "0212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "011" "011" "0212" "0212" "011"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "011" "0212" "022222" "0212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "011" "0212" "011" "011" "011"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "011" "0212" "011" "011" "011"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "0212" "0212" "0212" "011" "011"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "0212" "02412" "0212" "011" "0212"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "0212" "0212" "0212" "02433" "0212"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "011" "0212" "0212" "011" "011"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "0212" "011" "0212" "0212" "0212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "02322" "0212" "011" "011" "011"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "0212" "0212" "0212" "022222" "011"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "011" "0212" "02433" "0213" "0212"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "011" "0212" "011" "011"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "0121" "0212" "0212" "0212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "0212" "022222" "011" "0212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "0212" "0213" "0212" "0212" "0212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "011" "0212" "0212" "0212" "011"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "0212" "0213" "0212" "011"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "011" "011" "011" "011" "011"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "011" "011" "0212" "0213" "011"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "011" "01222" "011" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "011" "011" "0212" "0213" "0212"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "011" "0212" "0212" "011" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "0212" "011" "0212" "0212" "0211"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "011" "02212" "0212" "011" "0212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "013" "0212" "0212" "011" "011"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "0212" "0212" "011" "0212" "011"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "011" "011" "0213" "0212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "011" "0212" "022222" "0212" "011"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "011" "02433" "011" "0213" "011"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "0212" "0212" "011" "02433" "02433"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "011" "0212" "011" "011"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "011" "0212" "011" "0212" "024223"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "011" "011" "011" "011" "013"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "011" "011" "0212" "0212" "0212"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "0211" "013" "011" "02433" "011"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "02433" "0213" "02433" "0212" "0212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "0212" "011" "011" "011" "011"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "011" "0212" "0213" "0212" "0121"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "0212" "0212" "011" "011" "0212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "0212" "02433" "0212" "0212" "011"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "011" "0212" "0213" "02433"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "011" "02433" "011" "011" "0212"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "011" "011" "011" "0212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "011" "0213" "011" "0121" "02421"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "011" "0212" "011" "0212" "0212"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "013" "0212" "0212" "011" "011"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "0212" "011" "0212" "011" "02433"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "0212" "0212" "011" "0212" "011"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "011" "011" "0212" "011" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "0212" "011" "011" "011" "0212"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "0212" "022222" "011" "0212" "011"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "011" "0212" "0212" "011" "011"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "02433" "0212" "0212" "0212" "011"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "02412" "0212" "0212" "0212" "011"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "0212" "0121" "0212" "0212" "013"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "011" "011" "0212" "011" "011"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "011" "02433" "0212" "024223" "011"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "0212" "0211" "0213" "0212" "011"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "011" "0212" "022222" "0212" "011"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "0212" "0212" "0212" "011" "0121"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "011" "011" "011" "0212" "02433"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "011" "011" "0212" "011" "011"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "011" "0212" "0212" "0212" "011"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "0212" "0213" "0212" "011" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "0212" "011" "0212" "011" "011"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "02433" "0212" "0212" "0212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "02432" "011" "0121" "024221"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024222" "011" "0211" "0211" "0211"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "02432" "011" "011" "02223" "022213"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "022211" "024222" "024221"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "02432" "011" "02431" "022212" "02432"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "02432" "022223" "02432" "011" "011"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "022211" "024221" "02421" "02421" "011"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "011" "011" "011" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024221" "011" "02223" "02431" "02432"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "02432" "0211" "011" "02432" "0211"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "022212" "0211" "011" "013"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "022213" "02431" "011" "02432" "022211"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "022213" "02432" "022224" "022213" "02412"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "02412" "0211" "02432" "011" "0211"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "011" "024222" "02431" "011" "02421"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "011" "013" "02421" "02432" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "011" "02432" "02223" "011" "011"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "011" "011" "022223" "011" "022212"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "02431" "02213" "022221" "02421" "02432"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "02431" "02421" "02432" "024221" "02431"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "022213" "02223" "0211" "02421" "013"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "02431" "02431" "0211" "02431" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "011" "024222" "02421" "02421" "011"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "02431" "011" "024221" "024221" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "02421" "02432" "02432" "02421" "022213"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "013" "02421" "0213" "02421" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "013" "022213" "011" "02223" "011"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "02431" "02421" "022211" "02421" "0211"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "022212" "02421" "024222" "022213" "02432"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "022213" "02431" "0211" "022211" "024221"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "02432" "022212" "022211" "0211" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "0211" "0213" "0211" "011" "011"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024221" "011" "024221" "011"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "0211" "02421" "022224" "024222" "02421"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "0211" "022211" "02421" "022211" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "011" "024221" "02421" "02431" "02432"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "011" "02421" "02421" "011"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "022211" "024221" "011" "013"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "02432" "02432" "011" "02421" "02421"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "02431" "02432" "0211" "011" "022212"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "02421" "022213" "011" "02433"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "02431" "02432" "024221" "02431" "02431"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "02432" "022223" "022211" "011" "02412"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024221" "0123" "022212" "022211" "011"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024222" "013" "022221" "02223" "011"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "02421" "0211" "02421" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024221" "02421" "02421" "02421" "0211"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "022212" "022213" "0211" "02421" "011"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "0211" "02213" "02421" "02432" "02312"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "022211" "011" "0213" "022221" "022212"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "022213" "02433" "02432" "011" "02432"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "0211" "011" "0211" "022223" "011"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "011" "022211"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "0211" "02431" "02421" "011" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "011" "011" "02223" "022212" "011"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "011" "011" "022224" "02421"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "02431" "02431" "02421" "022212"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "022212" "02431" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "02431" "02223" "02432" "011" "022213"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "011" "02432" "02431" "024221" "0211"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "022212" "02421" "011" "0211" "022213"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "022211" "022212" "02432" "011" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "02431" "013" "022213" "02312" "024222"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "011" "0211" "024221"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "02431" "0211" "02432" "02431" "024222"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "02432" "02431" "022213" "024222" "02432"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "022213" "022221" "011" "011" "022211"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "013" "02412" "02421" "0211"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024222" "022211" "02431" "02421" "013"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024221" "02421" "02431" "022213"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "011" "011" "02412" "022212" "011"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "02432" "011" "022212" "011" "024221"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "022212" "022224" "011" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "011" "011" "011" "011" "011"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "02421" "022211" "02431" "02421" "02432"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "011" "0211" "024222" "022221" "0211"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "0211" "011" "022212" "022212"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024222" "011" "011" "011" "024221"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "013" "022213" "02432" "011" "011"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "02432" "02432"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "02432" "011" "0211" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "0211" "011" "011" "02312" "02432"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "011" "022212" "02431" "011" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "011" "022211" "024221" "0211"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "022211" "022213" "022213" "011" "022212"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "013" "011" "011" "011" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "02421" "02312" "0213" "02313" "02431"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "02421" "0211" "022224" "011" "024221"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "022212" "024221" "02431" "022223" "0211"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "022212" "013" "022212" "02412" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "0123" "022223" "022223" "02431" "011"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "011" "02432" "02431" "022221" "01222"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "02432" "02312" "01222" "0211" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "02421" "011" "013" "02431" "022213"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "011" "02432" "011" "02431" "02432"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "02431" "011" "024221" "011" "011"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "02421" "011" "024221" "02421" "011"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "02421" "011" "02431" "011" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "02431" "022212" "02421" "0211" "02431"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "022213" "0211" "0123" "024221" "022213"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "022211" "011" "022221" "022221" "011"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "022213" "022213" "0211" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "02421" "02421" "0211" "02431" "0211"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "011" "0211" "02223" "011" "02431"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "022213" "024222" "011" "024221" "02431"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "022211" "022221" "02432" "022213" "024222"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "022213" "02431" "02213" "0211" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "011" "02223" "022221" "02431" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "011" "02431" "022224" "022213" "0123"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "011" "02432" "02431" "013"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "011" "02213" "022221" "0211" "02421"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "013" "02432" "02431" "013" "022213"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "02431" "02432" "011"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "011" "02431" "011" "022213"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "022211" "011" "011" "011" "022211"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "011" "022221" "02421" "02213" "022211"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "02432" "011" "0121" "011" "02312"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "02432" "02431" "022221" "024222" "02431"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "02431" "02212" "024221" "011" "02312"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "024221" "011" "02431" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024222" "011" "02432" "022211" "011"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "02421" "022213" "02431" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "011" "02431" "0121" "02431" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024222" "013" "022224" "02432" "022212"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "02312" "02432" "0211" "011"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "02432" "02431" "022213" "024221"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "011" "022211" "011" "0211" "022212"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "022211" "011" "024221" "0211" "024222"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "0211" "011" "02213" "011" "022211"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "0211" "02421" "02431" "02223" "011"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "02432" "022212" "011" "022211" "0211"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "011" "024221" "011"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "02421" "02432" "024221" "022212" "024222"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "022213" "011" "011" "011" "02421"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "0211" "02432" "022211" "022221" "02431"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "022211" "02431" "024222" "0121"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "022212" "0211" "02412" "022221" "011"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01222" "02421" "011" "02421" "02412"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024222" "0211" "02223" "022211" "011"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024222" "022212" "022213" "022224" "011"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "02431" "02431" "02432" "0211" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "022211" "02431" "02432"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "022212" "02432" "02432" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "02421" "011" "02421" "0211" "02421"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "022212" "0211" "011" "0123" "022211"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "011" "011" "013" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "02431" "02432" "022212" "02421" "02421"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "022212" "02431" "02421" "02313" "011"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "022212" "022211" "011" "024222" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "02431" "0211" "0211" "024222" "011"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "011" "024221" "022211" "011" "011"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "02432" "02312" "024221" "02223" "013"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "02431" "024222" "011" "02432"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024221" "02432" "011" "02432"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 1150))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "011" "011" "011" "011" "013"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "0121" "0212" "0212" "02212" "02324"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "0212" "02322" "02322" "02321" "02323"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "02411" "0122" "0212"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "011" "011" "011" "0212" "02412"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "02322" "02321" "0213" "02212" "011"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "02321" "011" "011" "02321" "02412"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "011" "02212" "02324" "02322" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "0212" "0122" "02323" "0212" "02412"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "011" "02321" "02323" "02212" "011"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "02321" "02323" "0233" "02412"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "02323" "02323" "02322" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024223" "013" "013" "011" "011"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "0212" "02321" "013" "0212" "02322"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "02322" "0233" "011" "02324" "02412"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "013" "0233" "0212" "02412" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "02324" "011" "011" "02324" "0212"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "011" "02412" "011" "0233" "0211"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "011" "02322" "011" "02323" "013"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "0212" "011" "02321" "011" "013"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "02324" "02321" "011" "02324" "02321"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "02321" "02212" "0211" "011"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "0212" "02321" "02412" "011" "02411"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "011" "0212" "0233" "011" "011"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "02322" "0212" "011" "02321" "011"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "011" "02324" "02323" "02324" "011"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "011" "0212" "02412" "02321"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "011" "02321" "013" "011" "011"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "02411" "0122" "011" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "011"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "02322" "0212" "02212" "011" "0212"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "0212" "011" "02324" "0212"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "013" "02321" "011" "02324" "0212"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "02324" "011" "011" "0211" "02323"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "0212" "02321" "0233" "02411" "02323"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "02321" "0233" "02324"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "011" "0212" "011" "0212" "02324"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "02321" "02323" "0233" "02322" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "02412" "02212" "011" "02322" "02321"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "013" "02412" "02321" "011" "02411"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "02321" "0121" "011" "02321" "0212"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "02322" "0233" "011" "0212" "013"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "02322" "02322" "0233" "0212" "0211"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "011" "0233" "02321" "0233" "0211"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "02323" "011" "013" "0211" "011"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "011" "011" "0233" "0212" "02324"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "02322" "0212" "02323" "013" "02322"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "0212" "0212" "02212" "02322" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "02323" "02321" "024223" "0212" "02323"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "0211" "0212" "02321" "0212" "02322"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "0122" "011" "0212" "011"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "011" "011" "02321" "024223" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "011" "0122" "0233" "02321" "02321"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "02412" "0233" "0212" "013" "02323"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "02321" "02323" "02322" "011" "02324"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "0211" "0212" "02412" "024223"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "011" "02322" "011" "011" "02323"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "02323" "0122" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "011" "0212" "02322" "011" "02322"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "011" "02412" "02323" "011"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "011" "0121" "011" "011" "02323"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "011" "02323" "0233" "011" "02323"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "0212" "02322" "02322" "0233" "011"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "02321" "013" "0233" "02323" "0212"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "0122" "0212" "02212" "02212" "02322"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "02323" "0233" "011" "02323" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "02321" "0212" "02323" "02321" "02322"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "0122" "02321" "02322" "011" "02321"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "02322" "02324" "0212" "02322" "024223"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "02412" "0211" "013" "02323" "02321"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "02412" "02321" "011" "011" "02322"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "02321" "0212" "02324" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "02322" "02324" "02212" "013"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "011" "013" "011" "02324" "013"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "013" "02412" "02324" "011" "011"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "0212" "013" "011" "011" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "02322" "02321" "0212"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "0123" "011" "02212" "011" "02323"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "011" "02412" "02311" "0211" "02322"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "0212" "02324" "011" "02324" "02412"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "011" "02322" "02322" "011" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "011" "011" "02412" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "02321" "02212" "011" "011" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "02324" "011"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "011" "0121" "02324" "0233" "02321"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "011" "0211" "011" "02322" "011"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "02324" "02323" "02324" "0233" "0122"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "013" "02322" "02212" "0211" "02323"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "0212" "013" "0213" "011" "02323"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "02423" "02321" "0211" "0212"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "02412" "02323" "0211" "02324" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "02324" "011" "011" "0121" "02321"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "02412" "02321" "011" "011" "013"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "011" "011" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024223" "011" "011" "02324" "024223"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "02323" "011" "0212" "0212" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "02322" "02412" "011" "011" "011"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "011" "02321" "02322" "011" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "02322" "0212" "0212" "011"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "011" "011" "0122" "024222" "013"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "011" "011" "011" "02324"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "02321" "0122" "011" "011" "011"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "0121" "011" "02212" "02433" "011"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "02321" "013" "02323" "011" "02322"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024223" "011" "011" "02322" "011"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "011" "02323" "02212" "02323" "02324"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "011" "0233" "02324" "02323" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "011" "02411" "011" "02324" "011"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "02323" "02321" "02323" "02323" "013"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "02322" "011" "02412" "02323" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "011" "011" "02322"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "02323" "02212" "0233" "0212" "013"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "02321" "02412" "02412" "0233" "02321"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024223" "02322" "011" "02321" "011"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "0211" "0121" "02321" "011" "02423"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "011" "011" "02311" "0233" "02321"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "0212" "011" "0212" "0212" "02323"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "02321" "0211" "013" "02322"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "02323" "013" "02321" "0122"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "02412" "0233" "011" "0233" "02321"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "02412" "0233" "013" "02322" "02321"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "011" "0233" "011" "02322"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "02322" "011" "02324" "011" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "0122" "0213" "02323" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "0121" "02323" "02321" "02324" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "011" "011" "011" "011" "024223"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "011" "0233" "02321" "011" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "011" "011" "013" "02324" "02321"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "011" "024223" "0211" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "011" "0211" "02321"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "011" "02322" "02321" "0233" "02324"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "0212" "011" "02412" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "011" "0233" "011" "02423" "013"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "011" "013" "02323" "011" "02321"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "011" "02212" "011" "02412" "011"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "02323" "02322" "02313" "0212" "0212"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "02324" "011" "02321" "0212"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "013" "013" "02322" "0233" "02323"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "02324" "0233" "0233" "011" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "02321" "024222" "0122" "0211" "02324"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "0212" "02321" "013" "02321"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "02412" "011" "0233" "02324" "02322"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "024223"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "02412" "011" "02322" "011" "02322"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "02324" "024223" "02212" "013" "02322"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "02322" "02324" "011" "02322" "02323"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "011" "02322" "0233" "0121"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "011" "0212" "013" "011" "02324"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "013" "02324" "024223" "024223" "011"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "02423" "0123" "011" "02212" "02323"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "0212" "013" "02321" "0121" "0212"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "02322" "02321" "0233" "02321" "02321"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "02321" "02212" "02323" "02212" "02321"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "02324" "011" "011" "0121" "0212"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "02321" "02321" "0212" "0212" "011"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "0212" "0212" "0212" "0212" "0212"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "0212" "024223" "011" "011" "0121"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "0212" "0212" "013" "02321" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "011" "0213" "011" "02323"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "013" "02323" "0121" "0212"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "0212" "02234" "02321" "013" "0212"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "011" "011" "02321" "0212" "02321"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "02321" "011" "0121" "011" "02423"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "02321" "02321" "02321" "0212" "011"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "02321" "02323" "02321" "02212" "0212"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "0121" "011" "0212" "0212" "0212"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "011" "013" "011" "011" "0122"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "011" "011" "0213" "013" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "011" "022112" "02312" "0211" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "0211" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "011" "0211" "0211" "02312"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "013" "0211" "022111" "02311" "011"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "0122" "013" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "0211" "022111" "02312" "0211" "0123"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "02411" "011" "022111" "02322" "02322"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "02423" "022111" "02411" "0211"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "0211" "013" "02411" "02311" "02411"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "013" "02312"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "011" "0211" "0122" "013" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "011" "022112" "011" "0211" "0211"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "011" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "02312" "0122" "02312" "02232" "011"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "011" "011" "022111" "0121" "02411"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "011" "011" "022111" "02312" "02312"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "0211" "0211" "022111" "02311" "02411"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "011" "02311" "02213" "022113" "011"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "011"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "0211" "0121" "02411"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "011" "0121" "02312" "013" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "02312" "013" "0211" "0211"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "011" "0211" "022111" "0211" "0211"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "011" "02213" "011" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "011" "0213" "0211" "011" "013"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "011" "02311" "02213" "0211" "0123"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "0211" "0123" "0211" "02311" "0123"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "02412" "011"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "02411" "02412" "0122" "0211"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "0211" "022111" "02212" "02312" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "02312" "02213" "02213" "02231" "0122"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "0211" "011" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "02411"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "011" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "011" "011" "011" "02311" "02312"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "011" "02232" "0211" "0211" "02312"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "02312" "02233" "02312" "011"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "02412" "011" "02312" "02312" "02412"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "02312" "0122" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "011" "011" "0123" "011" "02312"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "0121" "011" "02411" "0211" "02322"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "013" "02232" "0123" "02311" "02412"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "011" "022114" "02233" "02411" "0121"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "013" "0211" "02411" "011" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "0211" "02313" "02312" "011" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "0123" "011" "0211" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "0123" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "0211" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "0122" "0211" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "011" "011"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "02312" "011" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "011" "011"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "024223" "0211" "011" "0122"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "0121" "0122" "02311" "02311" "011"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "011" "022114" "02412" "0211" "011"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "011" "02233" "022111" "0211"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "011" "0211" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "011" "02411" "0122"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "0211" "0122" "02311" "02213" "02322"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "013"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "02312" "0121" "011" "011" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "02411" "011" "0211" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "02322" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "011" "0211" "011" "02423"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "0121" "011" "0211" "022112" "02312"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "02312" "0211"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "0211"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "013" "0211" "0122" "02412" "013"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "013" "024223" "022111" "02311" "02411"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "0123" "02213" "02311" "02213" "011"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "013" "011" "022111" "0122" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "0123" "02312" "02423" "02412" "02312"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "013" "011" "013" "011"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "022213" "011" "011"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "011" "0211" "011" "011" "011"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "011" "0122" "011" "011" "0211"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "02412" "02232" "011" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "0122" "02411" "02233" "011" "011"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "011" "011" "02412"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "0121" "0123" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "0121" "011" "0211" "02232" "0121"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "0211" "0122"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "011" "011" "013" "011" "0123"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "0123" "011" "011"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "0123" "02231" "011" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "011" "0123" "011" "02412" "011"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "011" "022112" "011" "011" "011"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "0211" "011" "022112" "0123" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "011" "013" "0211"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "011" "011" "0122" "011" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "013" "02412" "02423"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "02412" "013" "011" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "0123" "02423" "02313" "011"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "0123" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "011" "022111" "022112" "011" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "011" "02231" "02231" "0211" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "011" "02231" "02231" "011" "0121"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "013" "0121" "011" "011"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "02312" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "011" "022112" "02213" "011"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "011" "011" "02312" "02312" "011"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "0123" "022111" "02313" "022113" "011"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "011" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "011" "022112" "022111" "02423" "011"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "013" "022112" "011" "02411" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "011" "02412" "011" "011" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "011" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "02411" "02412" "011" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "011" "02213" "02423" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "011" "02232" "02411" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "0122" "022112" "011" "011"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "0123" "02313" "011" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "02412" "0122" "013" "011"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "0122" "02232" "0122" "011" "0122"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "0123" "02412" "0123" "02311" "02412"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "011" "013" "013" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "0122" "013" "022114" "0123" "011"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "02412" "02233" "0211" "0211"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "011" "02411" "02212" "011" "011"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "02423" "022111" "011" "02313" "0123"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "0122" "011" "0121" "02423"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "0211" "02423" "02232" "02423"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "011" "011"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "013" "011"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "011" "022112" "011"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "0122" "022111" "013" "011" "0211"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "02411" "011" "011" "02423" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "02423" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "011" "02231" "011"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "0123" "011" "0123"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "011" "011" "011" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "011" "011" "02423" "011" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "02423" "011" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "02423" "013" "02311" "02412" "0122"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "0121" "02312" "022112" "02231" "0123"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "013" "011" "0211" "011"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "011" "02231" "02313" "011" "011"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "011" "02213" "011" "0122" "0211"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "0122" "02412" "02412"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "013" "022114" "02232" "0122" "011"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "0211" "0211" "02412"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "011" "0123" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "011" "02231" "02411" "022112" "013"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "0121" "0211" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "011" "011" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "0123" "0211" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "011" "02423" "02423" "022113" "0123"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "02423" "0122" "011" "011"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "011" "011" "011" "011"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "013" "011" "011" "011" "0122"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "02411" "0122" "011" "0122" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "013" "02311" "0122" "011" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "013" "013" "0211" "02411"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "011" "011" "02312" "02411" "0211"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "02312" "02411" "011" "02411" "0211"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "0122" "0121" "011" "02423"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "02412" "0122" "011" "011"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "0211" "0211" "02423" "0211" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "02412" "011" "0122" "0122" "0121"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "02411" "011" "02212" "013" "0211"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "013" "02311" "0211" "0211" "0122"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "0211" "011" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "0211" "011" "013" "0211" "02411"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "0211" "0122" "013" "0211" "02312"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "0121" "0211" "02411" "0211" "011"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "0122" "0211" "02411" "02411" "0122"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "0211" "02411" "02411" "011" "02312"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "011" "013" "013" "0211" "013"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "011" "02312" "0211" "0121" "0121"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "02411" "02411" "02312" "0211" "011"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "02411" "02423" "0211" "0211" "0121"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "011" "013" "013" "0122" "0211"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "0122" "011" "0211" "02411" "0211"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "02411" "0122" "0211" "013" "02411"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "011" "011" "02312" "02231" "0211"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "011" "0211" "02312" "02312"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "02411" "011" "02411" "011"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "0211" "0121" "011" "02312" "0211"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "011" "02233" "011" "0211" "0211"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "0122" "0121" "02423" "0211" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "02411" "011" "011" "0121" "02312"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "0211" "013" "02312" "0122" "0211"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "02411" "02311" "011" "02312" "011"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "02411" "013" "02232" "0121" "011"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "02423" "0211" "011" "011" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "0211" "0122" "02411" "0211" "0211"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "0211" "02312" "02411" "02411" "02312"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "02411" "0122" "0211" "0122" "02411"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "0211" "02411" "02411" "011" "0121"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "011" "011" "02233" "02411" "0211"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "02423" "02423" "011" "0211" "02312"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "011" "02411" "02411" "02411" "0122"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "02411" "011" "02312" "0211" "02411"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "02312" "02423" "011" "013" "0121"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "0122" "011" "0122" "013" "011"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "0211" "011" "0121" "0122" "0211"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "0211" "02411" "02312" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "0211" "011" "0121" "0211" "011"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "013" "013" "02312" "0211" "02312"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "0211" "02312" "0122" "0122" "0121"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "0211" "011" "0122" "0121" "0211"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "013" "02411" "0211" "0122" "0121"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "02312" "02411" "011" "02312" "013"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "0121" "02411" "0211" "011" "02411"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "02423" "011" "013" "02423" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "02411" "02411" "0211" "02412" "0211"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "013" "011" "011" "02411" "02411"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "0121" "02423" "0211" "02411" "02411"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "0122" "0211" "02423" "0211" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "011" "013" "0123" "011" "0122"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "0211" "0122" "011" "02411" "02411"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "0211" "011" "022113" "0121" "02411"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "011" "0211" "02411" "0121" "011"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "02312" "011" "011" "02411" "0123"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "02312" "02312" "011" "0122" "02411"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "0211" "02312" "013" "0213" "013"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "013" "0211" "02411" "0211" "02312"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "02411" "011" "0211" "0211" "0122"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "011" "02312" "011" "02411" "0211"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "02423" "02312" "02423" "0211" "0121"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "011" "02411" "0211" "02423" "011"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "013" "02312" "013" "0122" "0211"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "0122" "0213" "0122" "02411" "02411"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "0211" "02423" "02412" "0211" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "0123" "02423" "0121" "011"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "011" "011" "011" "011" "011"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "011" "011" "011" "011" "011"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "011" "013" "013" "0123" "011"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "02411" "0121" "02423" "011" "011"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "011" "011" "011" "013" "0122"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "011" "011" "0123" "022112" "0123"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "0122" "011" "0211" "02313" "0122"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "011" "0121" "011" "0121" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "011" "013" "011" "011" "011"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "0211" "011" "0123" "011" "0121"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "011" "022111" "0211" "0211" "0122"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "013" "011" "0121" "013" "011"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "011" "02233" "02312" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "0121" "02232" "011" "013" "011"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "02411" "0213" "013" "0211" "02411"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "013" "013" "02411" "011" "011"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "0121" "013" "011" "011" "011"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "0211" "011" "0122" "011" "0122"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "011" "0121" "0122" "011" "011"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "011" "011" "02411" "011" "0121"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "011" "011" "0122" "02312" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "0211" "02411" "0121" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "013" "0123" "013" "011" "013"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "02312" "011" "022111" "011" "011"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "011" "0123" "0122" "013" "013"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "02411" "02213" "011" "011"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "011" "0121" "0122" "011" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "011" "0122" "0121" "011" "011"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "011" "011" "02311" "0121" "0122"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "02411" "011" "02232" "0213" "0122"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "011" "0211" "0123" "011" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "0121" "011" "02233" "011" "011"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "011" "02233" "0121" "0123" "011"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "0211" "0121" "011" "011" "011"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "011" "011" "0211" "02312" "0122"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "011" "011" "011" "011" "011"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "013" "013" "011" "02312" "011"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "013" "0121" "0211" "013" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "02312" "011" "02312" "011" "011"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "011" "0121" "0122" "0122" "011"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "011" "011" "0122" "0121" "013"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "0211" "011" "011" "011" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "0123" "0121" "02411" "0211" "0121"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "011" "011" "013" "0121" "011"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "011" "011" "0121" "02411" "02411"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "02411" "011" "011" "0121"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "011" "0121" "011" "011" "02423"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "011" "011" "0211" "011" "02411"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "011" "013" "011" "0123" "02411"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "0211" "022113" "0121" "0121"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "013" "0123" "0121" "0121" "011"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "013" "011" "0122" "013" "0211"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "011" "011" "0121" "013" "011"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "0121" "013" "011" "02411"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "011" "0121" "013" "02423" "0212"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "0121" "0121" "011" "011" "02312"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "013" "013" "0122" "013" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "0121" "0123" "011" "011" "011"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "02423" "011" "02234" "02312" "0123"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "011" "013" "011" "02411" "011"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "011" "0122" "02311" "0121" "0123"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "013" "02232" "013" "0122" "013"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "013" "011" "013" "011"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "011" "022111" "0121" "0121" "011"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "02411" "011" "011" "013" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "013" "011" "0121" "02411" "011"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "0211" "0121" "0121" "0211" "011"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "0211" "011" "02232" "013" "0121"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "011" "011" "013" "0121" "011"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "011" "011" "0121" "0211" "011"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "0123" "011" "011" "0123" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "011" "013" "0123" "02233" "0211"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "011" "011" "0213" "02312" "011"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "02411" "0121" "011" "011" "011"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "013" "0122" "0123" "013" "02411"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "011" "011" "0122" "013"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "02312" "011" "011" "011" "013"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "013" "0212" "0212" "011" "0212"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "0212" "0212" "0212" "0212" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "0121" "02212" "0212" "0212" "0212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "0212" "011" "011" "011" "011"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "011" "011" "011" "0212" "011"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "011" "011" "011" "022222" "0212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "011" "0212" "011" "0212" "0212"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "0212" "011" "0212" "011" "02433"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "0212" "0212" "0212" "0212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "011" "011" "0212" "0212" "011"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "011" "0212" "022222" "0212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "011" "0212" "011" "011" "011"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "011" "0212" "011" "011" "011"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "0212" "0212" "0212" "011" "011"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "0212" "02412" "0212" "011" "0212"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "0212" "0212" "0212" "02433" "0212"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "011" "0212" "0212" "011" "011"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "0212" "011" "0212" "0212" "0212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "02322" "0212" "011" "011" "011"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "0212" "0212" "0212" "022222" "011"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "011" "0212" "02433" "0213" "0212"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "011" "0212" "011" "011"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "0121" "0212" "0212" "0212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "0212" "022222" "011" "0212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "0212" "0213" "0212" "0212" "0212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "011" "0212" "0212" "0212" "011"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "0212" "0213" "0212" "011"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "011" "011" "011" "011" "011"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "011" "011" "0212" "0213" "011"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "011" "0122" "011" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "011" "011" "0212" "0213" "0212"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "011" "0212" "0212" "011" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "0212" "011" "0212" "0212" "0211"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "011" "02212" "0212" "011" "0212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "013" "0212" "0212" "011" "011"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "0212" "0212" "011" "0212" "011"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "011" "011" "0213" "0212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "011" "0212" "022222" "0212" "011"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "011" "02433" "011" "0213" "011"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "0212" "0212" "011" "02433" "02433"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "011" "0212" "011" "011"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "011" "0212" "011" "0212" "024223"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "011" "011" "011" "011" "013"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "011" "011" "0212" "0212" "0212"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "0211" "013" "011" "02433" "011"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "02433" "0213" "02433" "0212" "0212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "0212" "011" "011" "011" "011"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "011" "0212" "0213" "0212" "0121"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "0212" "0212" "011" "011" "0212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "0212" "02433" "0212" "0212" "011"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "011" "0212" "0213" "02433"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "011" "02433" "011" "011" "0212"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "011" "011" "011" "0212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "011" "0213" "011" "0121" "02421"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "011" "0212" "011" "0212" "0212"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "013" "0212" "0212" "011" "011"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "0212" "011" "0212" "011" "02433"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "0212" "0212" "011" "0212" "011"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "011" "011" "0212" "011" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "0212" "011" "011" "011" "0212"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "0212" "022222" "011" "0212" "011"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "011" "0212" "0212" "011" "011"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "02433" "0212" "0212" "0212" "011"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "02412" "0212" "0212" "0212" "011"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "0212" "0121" "0212" "0212" "013"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "011" "011" "0212" "011" "011"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "011" "02433" "0212" "024223" "011"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "0212" "0211" "0213" "0212" "011"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "011" "0212" "022222" "0212" "011"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "0212" "0212" "0212" "011" "0121"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "011" "011" "011" "0212" "02433"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "011" "011" "0212" "011" "011"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "011" "0212" "0212" "0212" "011"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "0212" "0213" "0212" "011" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "0212" "011" "0212" "011" "011"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "02433" "0212" "0212" "0212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "02432" "011" "0121" "024221"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024222" "011" "0211" "0211" "0211"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "02432" "011" "011" "02223" "022213"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "022211" "024222" "024221"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "02432" "011" "02431" "022212" "02432"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "02432" "022223" "02432" "011" "011"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "022211" "024221" "02421" "02421" "011"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "011" "011" "011" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024221" "011" "02223" "02431" "02432"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "02432" "0211" "011" "02432" "0211"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "022212" "0211" "011" "013"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "022213" "02431" "011" "02432" "022211"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "022213" "02432" "022224" "022213" "02412"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "02412" "0211" "02432" "011" "0211"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "011" "024222" "02431" "011" "02421"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "011" "013" "02421" "02432" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "011" "02432" "02223" "011" "011"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "011" "011" "022223" "011" "022212"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "02431" "02213" "022221" "02421" "02432"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "02431" "02421" "02432" "024221" "02431"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "022213" "02223" "0211" "02421" "013"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "02431" "02431" "0211" "02431" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "011" "024222" "02421" "02421" "011"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "02431" "011" "024221" "024221" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "02421" "02432" "02432" "02421" "022213"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "013" "02421" "0213" "02421" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "013" "022213" "011" "02223" "011"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "02431" "02421" "022211" "02421" "0211"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "022212" "02421" "024222" "022213" "02432"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "022213" "02431" "0211" "022211" "024221"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "02432" "022212" "022211" "0211" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "0211" "0213" "0211" "011" "011"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024221" "011" "024221" "011"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "0211" "02421" "022224" "024222" "02421"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "0211" "022211" "02421" "022211" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "011" "024221" "02421" "02431" "02432"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "011" "02421" "02421" "011"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "022211" "024221" "011" "013"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "02432" "02432" "011" "02421" "02421"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "02431" "02432" "0211" "011" "022212"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "02421" "022213" "011" "02433"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "02431" "02432" "024221" "02431" "02431"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "02432" "022223" "022211" "011" "02412"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024221" "0123" "022212" "022211" "011"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024222" "013" "022221" "02223" "011"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "02421" "0211" "02421" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024221" "02421" "02421" "02421" "0211"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "022212" "022213" "0211" "02421" "011"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "0211" "02213" "02421" "02432" "02312"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "022211" "011" "0213" "022221" "022212"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "022213" "02433" "02432" "011" "02432"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "0211" "011" "0211" "022223" "011"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "011" "022211"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "0211" "02431" "02421" "011" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "011" "011" "02223" "022212" "011"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "011" "011" "022224" "02421"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "02431" "02431" "02421" "022212"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "022212" "02431" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "02431" "02223" "02432" "011" "022213"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "011" "02432" "02431" "024221" "0211"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "022212" "02421" "011" "0211" "022213"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "022211" "022212" "02432" "011" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "02431" "013" "022213" "02312" "024222"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "011" "0211" "024221"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "02431" "0211" "02432" "02431" "024222"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "02432" "02431" "022213" "024222" "02432"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "022213" "022221" "011" "011" "022211"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "013" "02412" "02421" "0211"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024222" "022211" "02431" "02421" "013"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024221" "02421" "02431" "022213"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "011" "011" "02412" "022212" "011"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "02432" "011" "022212" "011" "024221"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "022212" "022224" "011" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "011" "011" "011" "011" "011"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "02421" "022211" "02431" "02421" "02432"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "011" "0211" "024222" "022221" "0211"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "0211" "011" "022212" "022212"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024222" "011" "011" "011" "024221"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "013" "022213" "02432" "011" "011"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "02432" "02432"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "02432" "011" "0211" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "0211" "011" "011" "02312" "02432"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "011" "022212" "02431" "011" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "011" "022211" "024221" "0211"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "022211" "022213" "022213" "011" "022212"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "013" "011" "011" "011" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "02421" "02312" "0213" "02313" "02431"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "02421" "0211" "022224" "011" "024221"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "022212" "024221" "02431" "022223" "0211"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "022212" "013" "022212" "02412" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "0123" "022223" "022223" "02431" "011"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "011" "02432" "02431" "022221" "0122"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "02432" "02312" "0122" "0211" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "02421" "011" "013" "02431" "022213"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "011" "02432" "011" "02431" "02432"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "02431" "011" "024221" "011" "011"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "02421" "011" "024221" "02421" "011"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "02421" "011" "02431" "011" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "02431" "022212" "02421" "0211" "02431"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "022213" "0211" "0123" "024221" "022213"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "022211" "011" "022221" "022221" "011"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "022213" "022213" "0211" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "02421" "02421" "0211" "02431" "0211"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "011" "0211" "02223" "011" "02431"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "022213" "024222" "011" "024221" "02431"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "022211" "022221" "02432" "022213" "024222"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "022213" "02431" "02213" "0211" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "011" "02223" "022221" "02431" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "011" "02431" "022224" "022213" "0123"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "011" "02432" "02431" "013"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "011" "02213" "022221" "0211" "02421"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "013" "02432" "02431" "013" "022213"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "02431" "02432" "011"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "011" "02431" "011" "022213"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "022211" "011" "011" "011" "022211"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "011" "022221" "02421" "02213" "022211"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "02432" "011" "0121" "011" "02312"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "02432" "02431" "022221" "024222" "02431"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "02431" "02212" "024221" "011" "02312"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "024221" "011" "02431" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024222" "011" "02432" "022211" "011"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "02421" "022213" "02431" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "011" "02431" "0121" "02431" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024222" "013" "022224" "02432" "022212"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "02312" "02432" "0211" "011"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "02432" "02431" "022213" "024221"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "011" "022211" "011" "0211" "022212"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "022211" "011" "024221" "0211" "024222"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "0211" "011" "02213" "011" "022211"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "0211" "02421" "02431" "02223" "011"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "02432" "022212" "011" "022211" "0211"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "011" "024221" "011"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "02421" "02432" "024221" "022212" "024222"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "022213" "011" "011" "011" "02421"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "0211" "02432" "022211" "022221" "02431"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "022211" "02431" "024222" "0121"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "022212" "0211" "02412" "022221" "011"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "0122" "02421" "011" "02421" "02412"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024222" "0211" "02223" "022211" "011"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024222" "022212" "022213" "022224" "011"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "02431" "02431" "02432" "0211" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "022211" "02431" "02432"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "022212" "02432" "02432" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "02421" "011" "02421" "0211" "02421"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "022212" "0211" "011" "0123" "022211"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "011" "011" "013" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "02431" "02432" "022212" "02421" "02421"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "022212" "02431" "02421" "02313" "011"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "022212" "022211" "011" "024222" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "02431" "0211" "0211" "024222" "011"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "011" "024221" "022211" "011" "011"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "02432" "02312" "024221" "02223" "013"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "02431" "024222" "011" "02432"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024221" "02432" "011" "02432"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 1332))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "011" "011" "011" "011" "013"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "0121" "0212" "0212" "02212" "02324"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "0212" "02322" "02322" "02321" "02323"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "02411" "0122" "0212"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "011" "011" "011" "0212" "02412"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "02322" "02321" "0213" "02212" "011"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "02321" "011" "011" "02321" "02412"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "011" "02212" "02324" "02322" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "0212" "0122" "02323" "0212" "02412"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "011" "02321" "02323" "02212" "011"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "02321" "02323" "0233" "02412"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "02323" "02323" "02322" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024223" "013" "013" "011" "011"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "0212" "02321" "013" "0212" "02322"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "02322" "0233" "011" "02324" "02412"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "013" "0233" "0212" "02412" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "02324" "011" "011" "02324" "0212"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "011" "02412" "011" "0233" "0211"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "011" "02322" "011" "02323" "013"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "0212" "011" "02321" "011" "013"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "02324" "02321" "011" "02324" "02321"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "02321" "02212" "0211" "011"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "0212" "02321" "02412" "011" "02411"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "011" "0212" "0233" "011" "011"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "02322" "0212" "011" "02321" "011"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "011" "02324" "02323" "02324" "011"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "011" "0212" "02412" "02321"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "011" "02321" "013" "011" "011"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "02411" "0122" "011" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "011"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "02322" "0212" "02212" "011" "0212"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "0212" "011" "02324" "0212"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "013" "02321" "011" "02324" "0212"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "02324" "011" "011" "0211" "02323"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "0212" "02321" "0233" "02411" "02323"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "02321" "0233" "02324"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "011" "0212" "011" "0212" "02324"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "02321" "02323" "0233" "02322" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "02412" "02212" "011" "02322" "02321"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "013" "02412" "02321" "011" "02411"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "02321" "0121" "011" "02321" "0212"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "02322" "0233" "011" "0212" "013"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "02322" "02322" "0233" "0212" "0211"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "011" "0233" "02321" "0233" "0211"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "02323" "011" "013" "0211" "011"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "011" "011" "0233" "0212" "02324"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "02322" "0212" "02323" "013" "02322"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "0212" "0212" "02212" "02322" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "02323" "02321" "024223" "0212" "02323"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "0211" "0212" "02321" "0212" "02322"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "0122" "011" "0212" "011"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "011" "011" "02321" "024223" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "011" "0122" "0233" "02321" "02321"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "02412" "0233" "0212" "013" "02323"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "02321" "02323" "02322" "011" "02324"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "0211" "0212" "02412" "024223"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "011" "02322" "011" "011" "02323"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "02323" "0122" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "011" "0212" "02322" "011" "02322"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "011" "02412" "02323" "011"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "011" "0121" "011" "011" "02323"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "011" "02323" "0233" "011" "02323"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "0212" "02322" "02322" "0233" "011"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "02321" "013" "0233" "02323" "0212"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "0122" "0212" "02212" "02212" "02322"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "02323" "0233" "011" "02323" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "02321" "0212" "02323" "02321" "02322"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "0122" "02321" "02322" "011" "02321"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "02322" "02324" "0212" "02322" "024223"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "02412" "0211" "013" "02323" "02321"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "02412" "02321" "011" "011" "02322"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "02321" "0212" "02324" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "02322" "02324" "02212" "013"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "011" "013" "011" "02324" "013"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "013" "02412" "02324" "011" "011"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "0212" "013" "011" "011" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "02322" "02321" "0212"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "0123" "011" "02212" "011" "02323"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "011" "02412" "02311" "0211" "02322"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "0212" "02324" "011" "02324" "02412"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "011" "02322" "02322" "011" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "011" "011" "02412" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "02321" "02212" "011" "011" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "02324" "011"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "011" "0121" "02324" "0233" "02321"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "011" "0211" "011" "02322" "011"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "02324" "02323" "02324" "0233" "0122"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "013" "02322" "02212" "0211" "02323"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "0212" "013" "0213" "011" "02323"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "02423" "02321" "0211" "0212"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "02412" "02323" "0211" "02324" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "02324" "011" "011" "0121" "02321"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "02412" "02321" "011" "011" "013"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "011" "011" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024223" "011" "011" "02324" "024223"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "02323" "011" "0212" "0212" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "02322" "02412" "011" "011" "011"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "011" "02321" "02322" "011" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "02322" "0212" "0212" "011"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "011" "011" "0122" "024222" "013"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "011" "011" "011" "02324"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "02321" "0122" "011" "011" "011"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "0121" "011" "02212" "02433" "011"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "02321" "013" "02323" "011" "02322"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024223" "011" "011" "02322" "011"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "011" "02323" "02212" "02323" "02324"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "011" "0233" "02324" "02323" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "011" "02411" "011" "02324" "011"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "02323" "02321" "02323" "02323" "013"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "02322" "011" "02412" "02323" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "011" "011" "02322"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "02323" "02212" "0233" "0212" "013"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "02321" "02412" "02412" "0233" "02321"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024223" "02322" "011" "02321" "011"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "0211" "0121" "02321" "011" "02423"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "011" "011" "02311" "0233" "02321"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "0212" "011" "0212" "0212" "02323"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "02321" "0211" "013" "02322"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "02323" "013" "02321" "0122"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "02412" "0233" "011" "0233" "02321"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "02412" "0233" "013" "02322" "02321"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "011" "0233" "011" "02322"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "02322" "011" "02324" "011" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "0122" "0213" "02323" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "0121" "02323" "02321" "02324" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "011" "011" "011" "011" "024223"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "011" "0233" "02321" "011" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "011" "011" "013" "02324" "02321"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "011" "024223" "0211" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "011" "0211" "02321"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "011" "02322" "02321" "0233" "02324"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "0212" "011" "02412" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "011" "0233" "011" "02423" "013"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "011" "013" "02323" "011" "02321"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "011" "02212" "011" "02412" "011"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "02323" "02322" "02313" "0212" "0212"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "02324" "011" "02321" "0212"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "013" "013" "02322" "0233" "02323"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "02324" "0233" "0233" "011" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "02321" "024222" "0122" "0211" "02324"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "0212" "02321" "013" "02321"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "02412" "011" "0233" "02324" "02322"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "024223"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "02412" "011" "02322" "011" "02322"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "02324" "024223" "02212" "013" "02322"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "02322" "02324" "011" "02322" "02323"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "011" "02322" "0233" "0121"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "011" "0212" "013" "011" "02324"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "013" "02324" "024223" "024223" "011"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "02423" "0123" "011" "02212" "02323"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "0212" "013" "02321" "0121" "0212"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "02322" "02321" "0233" "02321" "02321"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "02321" "02212" "02323" "02212" "02321"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "02324" "011" "011" "0121" "0212"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "02321" "02321" "0212" "0212" "011"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "0212" "0212" "0212" "0212" "0212"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "0212" "024223" "011" "011" "0121"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "0212" "0212" "013" "02321" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "011" "0213" "011" "02323"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "013" "02323" "0121" "0212"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "0212" "02234" "02321" "013" "0212"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "011" "011" "02321" "0212" "02321"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "02321" "011" "0121" "011" "02423"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "02321" "02321" "02321" "0212" "011"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "02321" "02323" "02321" "02212" "0212"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "0121" "011" "0212" "0212" "0212"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "011" "013" "011" "011" "0122"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "011" "011" "0213" "013" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "011" "022112" "02312" "0211" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "0211" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "011" "0211" "0211" "02312"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "013" "0211" "022111" "02311" "011"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "0122" "013" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "0211" "022111" "02312" "0211" "0123"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "02411" "011" "022111" "02322" "02322"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "02423" "022111" "02411" "0211"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "0211" "013" "02411" "02311" "02411"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "013" "02312"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "011" "0211" "0122" "013" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "011" "022112" "011" "0211" "0211"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "011" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "02312" "0122" "02312" "02232" "011"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "011" "011" "022111" "0121" "02411"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "011" "011" "022111" "02312" "02312"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "0211" "0211" "022111" "02311" "02411"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "011" "02311" "02213" "022113" "011"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "011"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "0211" "0121" "02411"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "011" "0121" "02312" "013" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "02312" "013" "0211" "0211"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "011" "0211" "022111" "0211" "0211"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "011" "02213" "011" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "011" "0213" "0211" "011" "013"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "011" "02311" "02213" "0211" "0123"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "0211" "0123" "0211" "02311" "0123"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "02412" "011"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "02411" "02412" "0122" "0211"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "0211" "022111" "02212" "02312" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "02312" "02213" "02213" "02231" "0122"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "0211" "011" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "02411"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "011" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "011" "011" "011" "02311" "02312"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "011" "02232" "0211" "0211" "02312"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "02312" "02233" "02312" "011"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "02412" "011" "02312" "02312" "02412"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "02312" "0122" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "011" "011" "0123" "011" "02312"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "0121" "011" "02411" "0211" "02322"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "013" "02232" "0123" "02311" "02412"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "011" "022114" "02233" "02411" "0121"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "013" "0211" "02411" "011" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "0211" "02313" "02312" "011" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "0123" "011" "0211" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "0123" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "0211" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "0122" "0211" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "011" "011"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "02312" "011" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "011" "011"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "024223" "0211" "011" "0122"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "0121" "0122" "02311" "02311" "011"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "011" "022114" "02412" "0211" "011"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "011" "02233" "022111" "0211"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "011" "0211" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "011" "02411" "0122"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "0211" "0122" "02311" "02213" "02322"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "013"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "02312" "0121" "011" "011" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "02411" "011" "0211" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "02322" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "011" "0211" "011" "02423"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "0121" "011" "0211" "022112" "02312"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "02312" "0211"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "0211"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "013" "0211" "0122" "02412" "013"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "013" "024223" "022111" "02311" "02411"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "0123" "02213" "02311" "02213" "011"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "013" "011" "022111" "0122" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "0123" "02312" "02423" "02412" "02312"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "013" "011" "013" "011"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "022213" "011" "011"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "011" "0211" "011" "011" "011"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "011" "0122" "011" "011" "0211"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "02412" "02232" "011" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "0122" "02411" "02233" "011" "011"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "011" "011" "02412"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "0121" "0123" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "0121" "011" "0211" "02232" "0121"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "0211" "0122"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "011" "011" "013" "011" "0123"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "0123" "011" "011"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "0123" "02231" "011" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "011" "0123" "011" "02412" "011"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "011" "022112" "011" "011" "011"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "0211" "011" "022112" "0123" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "011" "013" "0211"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "011" "011" "0122" "011" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "013" "02412" "02423"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "02412" "013" "011" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "0123" "02423" "02313" "011"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "0123" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "011" "022111" "022112" "011" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "011" "02231" "02231" "0211" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "011" "02231" "02231" "011" "0121"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "013" "0121" "011" "011"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "02312" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "011" "022112" "02213" "011"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "011" "011" "02312" "02312" "011"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "0123" "022111" "02313" "022113" "011"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "011" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "011" "022112" "022111" "02423" "011"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "013" "022112" "011" "02411" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "011" "02412" "011" "011" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "011" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "02411" "02412" "011" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "011" "02213" "02423" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "011" "02232" "02411" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "0122" "022112" "011" "011"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "0123" "02313" "011" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "02412" "0122" "013" "011"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "0122" "02232" "0122" "011" "0122"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "0123" "02412" "0123" "02311" "02412"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "011" "013" "013" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "0122" "013" "022114" "0123" "011"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "02412" "02233" "0211" "0211"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "011" "02411" "02212" "011" "011"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "02423" "022111" "011" "02313" "0123"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "0122" "011" "0121" "02423"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "0211" "02423" "02232" "02423"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "011" "011"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "013" "011"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "011" "022112" "011"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "0122" "022111" "013" "011" "0211"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "02411" "011" "011" "02423" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "02423" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "011" "02231" "011"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "0123" "011" "0123"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "011" "011" "011" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "011" "011" "02423" "011" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "02423" "011" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "02423" "013" "02311" "02412" "0122"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "0121" "02312" "022112" "02231" "0123"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "013" "011" "0211" "011"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "011" "02231" "02313" "011" "011"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "011" "02213" "011" "0122" "0211"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "0122" "02412" "02412"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "013" "022114" "02232" "0122" "011"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "0211" "0211" "02412"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "011" "0123" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "011" "02231" "02411" "022112" "013"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "0121" "0211" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "011" "011" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "0123" "0211" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "011" "02423" "02423" "022113" "0123"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "02423" "0122" "011" "011"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "011" "011" "011" "011"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "013" "011" "011" "011" "0122"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "02411" "0122" "011" "0122" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "013" "02311" "0122" "011" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "013" "013" "0211" "02411"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "011" "011" "02312" "02411" "0211"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "02312" "02411" "011" "02411" "0211"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "0122" "0121" "011" "02423"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "02412" "0122" "011" "011"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "0211" "0211" "02423" "0211" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "02412" "011" "0122" "0122" "0121"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "02411" "011" "02212" "013" "0211"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "013" "02311" "0211" "0211" "0122"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "0211" "011" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "0211" "011" "013" "0211" "02411"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "0211" "0122" "013" "0211" "02312"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "0121" "0211" "02411" "0211" "011"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "0122" "0211" "02411" "02411" "0122"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "0211" "02411" "02411" "011" "02312"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "011" "013" "013" "0211" "013"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "011" "02312" "0211" "0121" "0121"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "02411" "02411" "02312" "0211" "011"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "02411" "02423" "0211" "0211" "0121"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "011" "013" "013" "0122" "0211"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "0122" "011" "0211" "02411" "0211"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "02411" "0122" "0211" "013" "02411"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "011" "011" "02312" "02231" "0211"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "011" "0211" "02312" "02312"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "02411" "011" "02411" "011"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "0211" "0121" "011" "02312" "0211"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "011" "02233" "011" "0211" "0211"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "0122" "0121" "02423" "0211" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "02411" "011" "011" "0121" "02312"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "0211" "013" "02312" "0122" "0211"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "02411" "02311" "011" "02312" "011"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "02411" "013" "02232" "0121" "011"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "02423" "0211" "011" "011" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "0211" "0122" "02411" "0211" "0211"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "0211" "02312" "02411" "02411" "02312"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "02411" "0122" "0211" "0122" "02411"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "0211" "02411" "02411" "011" "0121"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "011" "011" "02233" "02411" "0211"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "02423" "02423" "011" "0211" "02312"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "011" "02411" "02411" "02411" "0122"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "02411" "011" "02312" "0211" "02411"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "02312" "02423" "011" "013" "0121"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "0122" "011" "0122" "013" "011"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "0211" "011" "0121" "0122" "0211"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "0211" "02411" "02312" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "0211" "011" "0121" "0211" "011"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "013" "013" "02312" "0211" "02312"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "0211" "02312" "0122" "0122" "0121"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "0211" "011" "0122" "0121" "0211"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "013" "02411" "0211" "0122" "0121"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "02312" "02411" "011" "02312" "013"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "0121" "02411" "0211" "011" "02411"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "02423" "011" "013" "02423" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "02411" "02411" "0211" "02412" "0211"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "013" "011" "011" "02411" "02411"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "0121" "02423" "0211" "02411" "02411"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "0122" "0211" "02423" "0211" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "011" "013" "0123" "011" "0122"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "0211" "0122" "011" "02411" "02411"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "0211" "011" "022113" "0121" "02411"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "011" "0211" "02411" "0121" "011"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "02312" "011" "011" "02411" "0123"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "02312" "02312" "011" "0122" "02411"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "0211" "02312" "013" "0213" "013"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "013" "0211" "02411" "0211" "02312"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "02411" "011" "0211" "0211" "0122"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "011" "02312" "011" "02411" "0211"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "02423" "02312" "02423" "0211" "0121"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "011" "02411" "0211" "02423" "011"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "013" "02312" "013" "0122" "0211"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "0122" "0213" "0122" "02411" "02411"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "0211" "02423" "02412" "0211" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "0123" "02423" "0121" "011"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "011" "011" "011" "011" "011"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "011" "011" "011" "011" "011"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "011" "013" "013" "0123" "011"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "02411" "0121" "02423" "011" "011"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "011" "011" "011" "013" "0122"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "011" "011" "0123" "022112" "0123"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "0122" "011" "0211" "02313" "0122"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "011" "0121" "011" "0121" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "011" "013" "011" "011" "011"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "0211" "011" "0123" "011" "0121"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "011" "022111" "0211" "0211" "0122"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "013" "011" "0121" "013" "011"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "011" "02233" "02312" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "0121" "02232" "011" "013" "011"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "02411" "0213" "013" "0211" "02411"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "013" "013" "02411" "011" "011"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "0121" "013" "011" "011" "011"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "0211" "011" "0122" "011" "0122"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "011" "0121" "0122" "011" "011"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "011" "011" "02411" "011" "0121"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "011" "011" "0122" "02312" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "0211" "02411" "0121" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "013" "0123" "013" "011" "013"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "02312" "011" "022111" "011" "011"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "011" "0123" "0122" "013" "013"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "02411" "02213" "011" "011"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "011" "0121" "0122" "011" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "011" "0122" "0121" "011" "011"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "011" "011" "02311" "0121" "0122"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "02411" "011" "02232" "0213" "0122"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "011" "0211" "0123" "011" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "0121" "011" "02233" "011" "011"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "011" "02233" "0121" "0123" "011"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "0211" "0121" "011" "011" "011"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "011" "011" "0211" "02312" "0122"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "011" "011" "011" "011" "011"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "013" "013" "011" "02312" "011"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "013" "0121" "0211" "013" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "02312" "011" "02312" "011" "011"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "011" "0121" "0122" "0122" "011"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "011" "011" "0122" "0121" "013"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "0211" "011" "011" "011" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "0123" "0121" "02411" "0211" "0121"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "011" "011" "013" "0121" "011"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "011" "011" "0121" "02411" "02411"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "02411" "011" "011" "0121"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "011" "0121" "011" "011" "02423"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "011" "011" "0211" "011" "02411"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "011" "013" "011" "0123" "02411"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "0211" "022113" "0121" "0121"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "013" "0123" "0121" "0121" "011"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "013" "011" "0122" "013" "0211"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "011" "011" "0121" "013" "011"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "0121" "013" "011" "02411"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "011" "0121" "013" "02423" "0212"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "0121" "0121" "011" "011" "02312"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "013" "013" "0122" "013" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "0121" "0123" "011" "011" "011"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "02423" "011" "02234" "02312" "0123"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "011" "013" "011" "02411" "011"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "011" "0122" "02311" "0121" "0123"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "013" "02232" "013" "0122" "013"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "013" "011" "013" "011"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "011" "022111" "0121" "0121" "011"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "02411" "011" "011" "013" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "013" "011" "0121" "02411" "011"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "0211" "0121" "0121" "0211" "011"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "0211" "011" "02232" "013" "0121"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "011" "011" "013" "0121" "011"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "011" "011" "0121" "0211" "011"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "0123" "011" "011" "0123" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "011" "013" "0123" "02233" "0211"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "011" "011" "0213" "02312" "011"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "02411" "0121" "011" "011" "011"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "013" "0122" "0123" "013" "02411"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "011" "011" "0122" "013"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "02312" "011" "011" "011" "013"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "013" "0212" "0212" "011" "0212"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "0212" "0212" "0212" "0212" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "0121" "02212" "0212" "0212" "0212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "0212" "011" "011" "011" "011"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "011" "011" "011" "0212" "011"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "011" "011" "011" "022222" "0212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "011" "0212" "011" "0212" "0212"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "0212" "011" "0212" "011" "02433"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "0212" "0212" "0212" "0212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "011" "011" "0212" "0212" "011"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "011" "0212" "022222" "0212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "011" "0212" "011" "011" "011"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "011" "0212" "011" "011" "011"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "0212" "0212" "0212" "011" "011"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "0212" "02412" "0212" "011" "0212"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "0212" "0212" "0212" "02433" "0212"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "011" "0212" "0212" "011" "011"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "0212" "011" "0212" "0212" "0212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "02322" "0212" "011" "011" "011"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "0212" "0212" "0212" "022222" "011"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "011" "0212" "02433" "0213" "0212"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "011" "0212" "011" "011"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "0121" "0212" "0212" "0212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "0212" "022222" "011" "0212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "0212" "0213" "0212" "0212" "0212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "011" "0212" "0212" "0212" "011"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "0212" "0213" "0212" "011"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "011" "011" "011" "011" "011"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "011" "011" "0212" "0213" "011"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "011" "0122" "011" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "011" "011" "0212" "0213" "0212"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "011" "0212" "0212" "011" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "0212" "011" "0212" "0212" "0211"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "011" "02212" "0212" "011" "0212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "013" "0212" "0212" "011" "011"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "0212" "0212" "011" "0212" "011"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "011" "011" "0213" "0212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "011" "0212" "022222" "0212" "011"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "011" "02433" "011" "0213" "011"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "0212" "0212" "011" "02433" "02433"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "011" "0212" "011" "011"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "011" "0212" "011" "0212" "024223"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "011" "011" "011" "011" "013"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "011" "011" "0212" "0212" "0212"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "0211" "013" "011" "02433" "011"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "02433" "0213" "02433" "0212" "0212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "0212" "011" "011" "011" "011"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "011" "0212" "0213" "0212" "0121"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "0212" "0212" "011" "011" "0212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "0212" "02433" "0212" "0212" "011"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "011" "0212" "0213" "02433"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "011" "02433" "011" "011" "0212"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "011" "011" "011" "0212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "011" "0213" "011" "0121" "02421"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "011" "0212" "011" "0212" "0212"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "013" "0212" "0212" "011" "011"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "0212" "011" "0212" "011" "02433"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "0212" "0212" "011" "0212" "011"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "011" "011" "0212" "011" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "0212" "011" "011" "011" "0212"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "0212" "022222" "011" "0212" "011"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "011" "0212" "0212" "011" "011"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "02433" "0212" "0212" "0212" "011"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "02412" "0212" "0212" "0212" "011"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "0212" "0121" "0212" "0212" "013"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "011" "011" "0212" "011" "011"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "011" "02433" "0212" "024223" "011"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "0212" "0211" "0213" "0212" "011"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "011" "0212" "022222" "0212" "011"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "0212" "0212" "0212" "011" "0121"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "011" "011" "011" "0212" "02433"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "011" "011" "0212" "011" "011"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "011" "0212" "0212" "0212" "011"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "0212" "0213" "0212" "011" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "0212" "011" "0212" "011" "011"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "02433" "0212" "0212" "0212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "02432" "011" "0121" "024221"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024222" "011" "0211" "0211" "0211"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "02432" "011" "011" "02223" "022213"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "022211" "024222" "024221"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "02432" "011" "02431" "022212" "02432"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "02432" "022223" "02432" "011" "011"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "022211" "024221" "02421" "02421" "011"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "011" "011" "011" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024221" "011" "02223" "02431" "02432"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "02432" "0211" "011" "02432" "0211"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "022212" "0211" "011" "013"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "022213" "02431" "011" "02432" "022211"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "022213" "02432" "022224" "022213" "02412"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "02412" "0211" "02432" "011" "0211"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "011" "024222" "02431" "011" "02421"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "011" "013" "02421" "02432" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "011" "02432" "02223" "011" "011"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "011" "011" "022223" "011" "022212"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "02431" "02213" "022221" "02421" "02432"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "02431" "02421" "02432" "024221" "02431"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "022213" "02223" "0211" "02421" "013"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "02431" "02431" "0211" "02431" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "011" "024222" "02421" "02421" "011"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "02431" "011" "024221" "024221" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "02421" "02432" "02432" "02421" "022213"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "013" "02421" "0213" "02421" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "013" "022213" "011" "02223" "011"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "02431" "02421" "022211" "02421" "0211"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "022212" "02421" "024222" "022213" "02432"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "022213" "02431" "0211" "022211" "024221"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "02432" "022212" "022211" "0211" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "0211" "0213" "0211" "011" "011"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024221" "011" "024221" "011"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "0211" "02421" "022224" "024222" "02421"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "0211" "022211" "02421" "022211" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "011" "024221" "02421" "02431" "02432"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "011" "02421" "02421" "011"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "022211" "024221" "011" "013"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "02432" "02432" "011" "02421" "02421"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "02431" "02432" "0211" "011" "022212"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "02421" "022213" "011" "02433"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "02431" "02432" "024221" "02431" "02431"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "02432" "022223" "022211" "011" "02412"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024221" "0123" "022212" "022211" "011"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024222" "013" "022221" "02223" "011"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "02421" "0211" "02421" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024221" "02421" "02421" "02421" "0211"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "022212" "022213" "0211" "02421" "011"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "0211" "02213" "02421" "02432" "02312"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "022211" "011" "0213" "022221" "022212"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "022213" "02433" "02432" "011" "02432"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "0211" "011" "0211" "022223" "011"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "011" "022211"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "0211" "02431" "02421" "011" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "011" "011" "02223" "022212" "011"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "011" "011" "022224" "02421"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "02431" "02431" "02421" "022212"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "022212" "02431" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "02431" "02223" "02432" "011" "022213"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "011" "02432" "02431" "024221" "0211"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "022212" "02421" "011" "0211" "022213"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "022211" "022212" "02432" "011" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "02431" "013" "022213" "02312" "024222"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "011" "0211" "024221"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "02431" "0211" "02432" "02431" "024222"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "02432" "02431" "022213" "024222" "02432"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "022213" "022221" "011" "011" "022211"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "013" "02412" "02421" "0211"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024222" "022211" "02431" "02421" "013"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024221" "02421" "02431" "022213"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "011" "011" "02412" "022212" "011"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "02432" "011" "022212" "011" "024221"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "022212" "022224" "011" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "011" "011" "011" "011" "011"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "02421" "022211" "02431" "02421" "02432"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "011" "0211" "024222" "022221" "0211"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "0211" "011" "022212" "022212"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024222" "011" "011" "011" "024221"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "013" "022213" "02432" "011" "011"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "02432" "02432"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "02432" "011" "0211" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "0211" "011" "011" "02312" "02432"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "011" "022212" "02431" "011" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "011" "022211" "024221" "0211"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "022211" "022213" "022213" "011" "022212"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "013" "011" "011" "011" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "02421" "02312" "0213" "02313" "02431"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "02421" "0211" "022224" "011" "024221"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "022212" "024221" "02431" "022223" "0211"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "022212" "013" "022212" "02412" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "0123" "022223" "022223" "02431" "011"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "011" "02432" "02431" "022221" "0122"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "02432" "02312" "0122" "0211" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "02421" "011" "013" "02431" "022213"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "011" "02432" "011" "02431" "02432"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "02431" "011" "024221" "011" "011"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "02421" "011" "024221" "02421" "011"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "02421" "011" "02431" "011" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "02431" "022212" "02421" "0211" "02431"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "022213" "0211" "0123" "024221" "022213"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "022211" "011" "022221" "022221" "011"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "022213" "022213" "0211" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "02421" "02421" "0211" "02431" "0211"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "011" "0211" "02223" "011" "02431"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "022213" "024222" "011" "024221" "02431"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "022211" "022221" "02432" "022213" "024222"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "022213" "02431" "02213" "0211" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "011" "02223" "022221" "02431" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "011" "02431" "022224" "022213" "0123"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "011" "02432" "02431" "013"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "011" "02213" "022221" "0211" "02421"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "013" "02432" "02431" "013" "022213"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "02431" "02432" "011"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "011" "02431" "011" "022213"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "022211" "011" "011" "011" "022211"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "011" "022221" "02421" "02213" "022211"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "02432" "011" "0121" "011" "02312"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "02432" "02431" "022221" "024222" "02431"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "02431" "02212" "024221" "011" "02312"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "024221" "011" "02431" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024222" "011" "02432" "022211" "011"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "02421" "022213" "02431" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "011" "02431" "0121" "02431" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024222" "013" "022224" "02432" "022212"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "02312" "02432" "0211" "011"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "02432" "02431" "022213" "024221"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "011" "022211" "011" "0211" "022212"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "022211" "011" "024221" "0211" "024222"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "0211" "011" "02213" "011" "022211"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "0211" "02421" "02431" "02223" "011"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "02432" "022212" "011" "022211" "0211"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "011" "024221" "011"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "02421" "02432" "024221" "022212" "024222"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "022213" "011" "011" "011" "02421"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "0211" "02432" "022211" "022221" "02431"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "022211" "02431" "024222" "0121"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "022212" "0211" "02412" "022221" "011"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "0122" "02421" "011" "02421" "02412"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024222" "0211" "02223" "022211" "011"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024222" "022212" "022213" "022224" "011"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "02431" "02431" "02432" "0211" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "022211" "02431" "02432"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "022212" "02432" "02432" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "02421" "011" "02421" "0211" "02421"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "022212" "0211" "011" "0123" "022211"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "011" "011" "013" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "02431" "02432" "022212" "02421" "02421"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "022212" "02431" "02421" "02313" "011"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "022212" "022211" "011" "024222" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "02431" "0211" "0211" "024222" "011"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "011" "024221" "022211" "011" "011"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "02432" "02312" "024221" "02223" "013"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "02431" "024222" "011" "02432"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024221" "02432" "011" "02432"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 1513))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "011" "011" "011" "011" "013"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "0121" "0212" "0212" "02212" "02324"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "0212" "02322" "02322" "02321" "02323"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "0241" "0122" "0212"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "011" "011" "011" "0212" "0241"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "02322" "02321" "0213" "02212" "011"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "02321" "011" "011" "02321" "0241"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "011" "02212" "02324" "02322" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "0212" "0122" "02323" "0212" "0241"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "011" "02321" "02323" "02212" "011"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "02321" "02323" "0233" "0241"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "02323" "02323" "02322" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024223" "013" "013" "011" "011"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "0212" "02321" "013" "0212" "02322"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "02322" "0233" "011" "02324" "0241"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "013" "0233" "0212" "0241" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "02324" "011" "011" "02324" "0212"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "011" "0241" "011" "0233" "0211"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "011" "02322" "011" "02323" "013"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "0212" "011" "02321" "011" "013"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "02324" "02321" "011" "02324" "02321"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "02321" "02212" "0211" "011"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "0212" "02321" "0241" "011" "0241"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "011" "0212" "0233" "011" "011"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "02322" "0212" "011" "02321" "011"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "011" "02324" "02323" "02324" "011"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "011" "0212" "0241" "02321"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "011" "02321" "013" "011" "011"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "0241" "0122" "011" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "011"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "02322" "0212" "02212" "011" "0212"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "0212" "011" "02324" "0212"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "013" "02321" "011" "02324" "0212"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "02324" "011" "011" "0211" "02323"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "0212" "02321" "0233" "0241" "02323"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "02321" "0233" "02324"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "011" "0212" "011" "0212" "02324"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "02321" "02323" "0233" "02322" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "0241" "02212" "011" "02322" "02321"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "013" "0241" "02321" "011" "0241"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "02321" "0121" "011" "02321" "0212"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "02322" "0233" "011" "0212" "013"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "02322" "02322" "0233" "0212" "0211"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "011" "0233" "02321" "0233" "0211"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "02323" "011" "013" "0211" "011"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "011" "011" "0233" "0212" "02324"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "02322" "0212" "02323" "013" "02322"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "0212" "0212" "02212" "02322" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "02323" "02321" "024223" "0212" "02323"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "0211" "0212" "02321" "0212" "02322"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "0122" "011" "0212" "011"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "011" "011" "02321" "024223" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "011" "0122" "0233" "02321" "02321"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "0241" "0233" "0212" "013" "02323"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "02321" "02323" "02322" "011" "02324"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "0211" "0212" "0241" "024223"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "011" "02322" "011" "011" "02323"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "02323" "0122" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "011" "0212" "02322" "011" "02322"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "011" "0241" "02323" "011"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "011" "0121" "011" "011" "02323"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "011" "02323" "0233" "011" "02323"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "0212" "02322" "02322" "0233" "011"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "02321" "013" "0233" "02323" "0212"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "0122" "0212" "02212" "02212" "02322"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "02323" "0233" "011" "02323" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "02321" "0212" "02323" "02321" "02322"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "0122" "02321" "02322" "011" "02321"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "02322" "02324" "0212" "02322" "024223"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "0241" "0211" "013" "02323" "02321"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "0241" "02321" "011" "011" "02322"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "02321" "0212" "02324" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "02322" "02324" "02212" "013"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "011" "013" "011" "02324" "013"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "013" "0241" "02324" "011" "011"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "0212" "013" "011" "011" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "02322" "02321" "0212"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "0123" "011" "02212" "011" "02323"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "011" "0241" "02311" "0211" "02322"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "0212" "02324" "011" "02324" "0241"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "011" "02322" "02322" "011" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "011" "011" "0241" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "02321" "02212" "011" "011" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "02324" "011"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "011" "0121" "02324" "0233" "02321"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "011" "0211" "011" "02322" "011"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "02324" "02323" "02324" "0233" "0122"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "013" "02322" "02212" "0211" "02323"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "0212" "013" "0213" "011" "02323"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "02423" "02321" "0211" "0212"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "0241" "02323" "0211" "02324" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "02324" "011" "011" "0121" "02321"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "0241" "02321" "011" "011" "013"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "011" "011" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024223" "011" "011" "02324" "024223"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "02323" "011" "0212" "0212" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "02322" "0241" "011" "011" "011"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "011" "02321" "02322" "011" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "02322" "0212" "0212" "011"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "011" "011" "0122" "024222" "013"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "011" "011" "011" "02324"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "02321" "0122" "011" "011" "011"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "0121" "011" "02212" "02433" "011"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "02321" "013" "02323" "011" "02322"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024223" "011" "011" "02322" "011"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "011" "02323" "02212" "02323" "02324"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "011" "0233" "02324" "02323" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "011" "0241" "011" "02324" "011"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "02323" "02321" "02323" "02323" "013"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "02322" "011" "0241" "02323" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "011" "011" "02322"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "02323" "02212" "0233" "0212" "013"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "02321" "0241" "0241" "0233" "02321"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024223" "02322" "011" "02321" "011"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "0211" "0121" "02321" "011" "02423"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "011" "011" "02311" "0233" "02321"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "0212" "011" "0212" "0212" "02323"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "02321" "0211" "013" "02322"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "02323" "013" "02321" "0122"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "0241" "0233" "011" "0233" "02321"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "0241" "0233" "013" "02322" "02321"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "011" "0233" "011" "02322"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "02322" "011" "02324" "011" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "0122" "0213" "02323" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "0121" "02323" "02321" "02324" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "011" "011" "011" "011" "024223"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "011" "0233" "02321" "011" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "011" "011" "013" "02324" "02321"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "011" "024223" "0211" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "011" "0211" "02321"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "011" "02322" "02321" "0233" "02324"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "0212" "011" "0241" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "011" "0233" "011" "02423" "013"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "011" "013" "02323" "011" "02321"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "011" "02212" "011" "0241" "011"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "02323" "02322" "02313" "0212" "0212"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "02324" "011" "02321" "0212"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "013" "013" "02322" "0233" "02323"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "02324" "0233" "0233" "011" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "02321" "024222" "0122" "0211" "02324"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "0212" "02321" "013" "02321"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "0241" "011" "0233" "02324" "02322"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "024223"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "0241" "011" "02322" "011" "02322"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "02324" "024223" "02212" "013" "02322"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "02322" "02324" "011" "02322" "02323"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "011" "02322" "0233" "0121"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "011" "0212" "013" "011" "02324"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "013" "02324" "024223" "024223" "011"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "02423" "0123" "011" "02212" "02323"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "0212" "013" "02321" "0121" "0212"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "02322" "02321" "0233" "02321" "02321"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "02321" "02212" "02323" "02212" "02321"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "02324" "011" "011" "0121" "0212"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "02321" "02321" "0212" "0212" "011"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "0212" "0212" "0212" "0212" "0212"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "0212" "024223" "011" "011" "0121"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "0212" "0212" "013" "02321" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "011" "0213" "011" "02323"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "013" "02323" "0121" "0212"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "0212" "02234" "02321" "013" "0212"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "011" "011" "02321" "0212" "02321"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "02321" "011" "0121" "011" "02423"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "02321" "02321" "02321" "0212" "011"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "02321" "02323" "02321" "02212" "0212"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "0121" "011" "0212" "0212" "0212"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "011" "013" "011" "011" "0122"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "011" "011" "0213" "013" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "011" "022112" "02312" "0211" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "0211" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "011" "0211" "0211" "02312"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "013" "0211" "022111" "02311" "011"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "0122" "013" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "0211" "022111" "02312" "0211" "0123"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "0241" "011" "022111" "02322" "02322"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "02423" "022111" "0241" "0211"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "0211" "013" "0241" "02311" "0241"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "013" "02312"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "011" "0211" "0122" "013" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "011" "022112" "011" "0211" "0211"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "011" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "02312" "0122" "02312" "02232" "011"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "011" "011" "022111" "0121" "0241"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "011" "011" "022111" "02312" "02312"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "0211" "0211" "022111" "02311" "0241"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "011" "02311" "02213" "022113" "011"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "011"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "0211" "0121" "0241"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "011" "0121" "02312" "013" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "02312" "013" "0211" "0211"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "011" "0211" "022111" "0211" "0211"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "011" "02213" "011" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "011" "0213" "0211" "011" "013"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "011" "02311" "02213" "0211" "0123"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "0211" "0123" "0211" "02311" "0123"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "0241" "011"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "0241" "0241" "0122" "0211"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "0211" "022111" "02212" "02312" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "02312" "02213" "02213" "02231" "0122"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "0211" "011" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "0241"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "011" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "011" "011" "011" "02311" "02312"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "011" "02232" "0211" "0211" "02312"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "02312" "02233" "02312" "011"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "0241" "011" "02312" "02312" "0241"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "02312" "0122" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "011" "011" "0123" "011" "02312"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "0121" "011" "0241" "0211" "02322"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "013" "02232" "0123" "02311" "0241"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "011" "022114" "02233" "0241" "0121"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "013" "0211" "0241" "011" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "0211" "02313" "02312" "011" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "0123" "011" "0211" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "0123" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "0211" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "0122" "0211" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "011" "011"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "02312" "011" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "011" "011"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "024223" "0211" "011" "0122"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "0121" "0122" "02311" "02311" "011"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "011" "022114" "0241" "0211" "011"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "011" "02233" "022111" "0211"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "011" "0211" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "011" "0241" "0122"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "0211" "0122" "02311" "02213" "02322"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "013"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "02312" "0121" "011" "011" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "0241" "011" "0211" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "02322" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "011" "0211" "011" "02423"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "0121" "011" "0211" "022112" "02312"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "02312" "0211"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "0211"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "013" "0211" "0122" "0241" "013"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "013" "024223" "022111" "02311" "0241"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "0123" "02213" "02311" "02213" "011"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "013" "011" "022111" "0122" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "0123" "02312" "02423" "0241" "02312"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "013" "011" "013" "011"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "022213" "011" "011"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "011" "0211" "011" "011" "011"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "011" "0122" "011" "011" "0211"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "0241" "02232" "011" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "0122" "0241" "02233" "011" "011"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "011" "011" "0241"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "0121" "0123" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "0121" "011" "0211" "02232" "0121"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "0211" "0122"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "011" "011" "013" "011" "0123"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "0123" "011" "011"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "0123" "02231" "011" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "011" "0123" "011" "0241" "011"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "011" "022112" "011" "011" "011"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "0211" "011" "022112" "0123" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "011" "013" "0211"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "011" "011" "0122" "011" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "013" "0241" "02423"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "0241" "013" "011" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "0123" "02423" "02313" "011"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "0123" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "011" "022111" "022112" "011" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "011" "02231" "02231" "0211" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "011" "02231" "02231" "011" "0121"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "013" "0121" "011" "011"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "02312" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "011" "022112" "02213" "011"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "011" "011" "02312" "02312" "011"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "0123" "022111" "02313" "022113" "011"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "011" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "011" "022112" "022111" "02423" "011"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "013" "022112" "011" "0241" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "011" "0241" "011" "011" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "011" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "0241" "0241" "011" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "011" "02213" "02423" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "011" "02232" "0241" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "0122" "022112" "011" "011"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "0123" "02313" "011" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "0241" "0122" "013" "011"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "0122" "02232" "0122" "011" "0122"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "0123" "0241" "0123" "02311" "0241"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "011" "013" "013" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "0122" "013" "022114" "0123" "011"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "0241" "02233" "0211" "0211"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "011" "0241" "02212" "011" "011"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "02423" "022111" "011" "02313" "0123"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "0122" "011" "0121" "02423"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "0211" "02423" "02232" "02423"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "011" "011"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "013" "011"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "011" "022112" "011"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "0122" "022111" "013" "011" "0211"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "0241" "011" "011" "02423" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "02423" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "011" "02231" "011"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "0123" "011" "0123"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "011" "011" "011" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "011" "011" "02423" "011" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "02423" "011" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "02423" "013" "02311" "0241" "0122"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "0121" "02312" "022112" "02231" "0123"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "013" "011" "0211" "011"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "011" "02231" "02313" "011" "011"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "011" "02213" "011" "0122" "0211"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "0122" "0241" "0241"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "013" "022114" "02232" "0122" "011"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "0211" "0211" "0241"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "011" "0123" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "011" "02231" "0241" "022112" "013"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "0121" "0211" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "011" "011" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "0123" "0211" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "011" "02423" "02423" "022113" "0123"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "02423" "0122" "011" "011"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "011" "011" "011" "011"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "013" "011" "011" "011" "0122"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "0241" "0122" "011" "0122" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "013" "02311" "0122" "011" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "013" "013" "0211" "0241"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "011" "011" "02312" "0241" "0211"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "02312" "0241" "011" "0241" "0211"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "0122" "0121" "011" "02423"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "0241" "0122" "011" "011"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "0211" "0211" "02423" "0211" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "0241" "011" "0122" "0122" "0121"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "0241" "011" "02212" "013" "0211"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "013" "02311" "0211" "0211" "0122"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "0211" "011" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "0211" "011" "013" "0211" "0241"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "0211" "0122" "013" "0211" "02312"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "0121" "0211" "0241" "0211" "011"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "0122" "0211" "0241" "0241" "0122"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "0211" "0241" "0241" "011" "02312"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "011" "013" "013" "0211" "013"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "011" "02312" "0211" "0121" "0121"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "0241" "0241" "02312" "0211" "011"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "0241" "02423" "0211" "0211" "0121"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "011" "013" "013" "0122" "0211"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "0122" "011" "0211" "0241" "0211"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "0241" "0122" "0211" "013" "0241"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "011" "011" "02312" "02231" "0211"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "011" "0211" "02312" "02312"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "0241" "011" "0241" "011"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "0211" "0121" "011" "02312" "0211"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "011" "02233" "011" "0211" "0211"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "0122" "0121" "02423" "0211" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "0241" "011" "011" "0121" "02312"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "0211" "013" "02312" "0122" "0211"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "0241" "02311" "011" "02312" "011"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "0241" "013" "02232" "0121" "011"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "02423" "0211" "011" "011" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "0211" "0122" "0241" "0211" "0211"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "0211" "02312" "0241" "0241" "02312"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "0241" "0122" "0211" "0122" "0241"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "0211" "0241" "0241" "011" "0121"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "011" "011" "02233" "0241" "0211"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "02423" "02423" "011" "0211" "02312"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "011" "0241" "0241" "0241" "0122"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "0241" "011" "02312" "0211" "0241"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "02312" "02423" "011" "013" "0121"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "0122" "011" "0122" "013" "011"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "0211" "011" "0121" "0122" "0211"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "0211" "0241" "02312" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "0211" "011" "0121" "0211" "011"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "013" "013" "02312" "0211" "02312"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "0211" "02312" "0122" "0122" "0121"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "0211" "011" "0122" "0121" "0211"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "013" "0241" "0211" "0122" "0121"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "02312" "0241" "011" "02312" "013"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "0121" "0241" "0211" "011" "0241"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "02423" "011" "013" "02423" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "0241" "0241" "0211" "0241" "0211"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "013" "011" "011" "0241" "0241"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "0121" "02423" "0211" "0241" "0241"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "0122" "0211" "02423" "0211" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "011" "013" "0123" "011" "0122"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "0211" "0122" "011" "0241" "0241"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "0211" "011" "022113" "0121" "0241"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "011" "0211" "0241" "0121" "011"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "02312" "011" "011" "0241" "0123"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "02312" "02312" "011" "0122" "0241"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "0211" "02312" "013" "0213" "013"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "013" "0211" "0241" "0211" "02312"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "0241" "011" "0211" "0211" "0122"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "011" "02312" "011" "0241" "0211"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "02423" "02312" "02423" "0211" "0121"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "011" "0241" "0211" "02423" "011"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "013" "02312" "013" "0122" "0211"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "0122" "0213" "0122" "0241" "0241"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "0211" "02423" "0241" "0211" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "0123" "02423" "0121" "011"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "011" "011" "011" "011" "011"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "011" "011" "011" "011" "011"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "011" "013" "013" "0123" "011"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "0241" "0121" "02423" "011" "011"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "011" "011" "011" "013" "0122"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "011" "011" "0123" "022112" "0123"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "0122" "011" "0211" "02313" "0122"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "011" "0121" "011" "0121" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "011" "013" "011" "011" "011"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "0211" "011" "0123" "011" "0121"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "011" "022111" "0211" "0211" "0122"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "013" "011" "0121" "013" "011"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "011" "02233" "02312" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "0121" "02232" "011" "013" "011"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "0241" "0213" "013" "0211" "0241"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "013" "013" "0241" "011" "011"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "0121" "013" "011" "011" "011"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "0211" "011" "0122" "011" "0122"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "011" "0121" "0122" "011" "011"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "011" "011" "0241" "011" "0121"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "011" "011" "0122" "02312" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "0211" "0241" "0121" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "013" "0123" "013" "011" "013"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "02312" "011" "022111" "011" "011"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "011" "0123" "0122" "013" "013"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "0241" "02213" "011" "011"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "011" "0121" "0122" "011" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "011" "0122" "0121" "011" "011"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "011" "011" "02311" "0121" "0122"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "0241" "011" "02232" "0213" "0122"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "011" "0211" "0123" "011" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "0121" "011" "02233" "011" "011"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "011" "02233" "0121" "0123" "011"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "0211" "0121" "011" "011" "011"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "011" "011" "0211" "02312" "0122"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "011" "011" "011" "011" "011"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "013" "013" "011" "02312" "011"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "013" "0121" "0211" "013" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "02312" "011" "02312" "011" "011"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "011" "0121" "0122" "0122" "011"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "011" "011" "0122" "0121" "013"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "0211" "011" "011" "011" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "0123" "0121" "0241" "0211" "0121"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "011" "011" "013" "0121" "011"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "011" "011" "0121" "0241" "0241"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "0241" "011" "011" "0121"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "011" "0121" "011" "011" "02423"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "011" "011" "0211" "011" "0241"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "011" "013" "011" "0123" "0241"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "0211" "022113" "0121" "0121"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "013" "0123" "0121" "0121" "011"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "013" "011" "0122" "013" "0211"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "011" "011" "0121" "013" "011"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "0121" "013" "011" "0241"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "011" "0121" "013" "02423" "0212"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "0121" "0121" "011" "011" "02312"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "013" "013" "0122" "013" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "0121" "0123" "011" "011" "011"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "02423" "011" "02234" "02312" "0123"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "011" "013" "011" "0241" "011"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "011" "0122" "02311" "0121" "0123"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "013" "02232" "013" "0122" "013"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "013" "011" "013" "011"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "011" "022111" "0121" "0121" "011"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "0241" "011" "011" "013" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "013" "011" "0121" "0241" "011"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "0211" "0121" "0121" "0211" "011"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "0211" "011" "02232" "013" "0121"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "011" "011" "013" "0121" "011"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "011" "011" "0121" "0211" "011"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "0123" "011" "011" "0123" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "011" "013" "0123" "02233" "0211"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "011" "011" "0213" "02312" "011"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "0241" "0121" "011" "011" "011"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "013" "0122" "0123" "013" "0241"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "011" "011" "0122" "013"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "02312" "011" "011" "011" "013"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "013" "0212" "0212" "011" "0212"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "0212" "0212" "0212" "0212" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "0121" "02212" "0212" "0212" "0212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "0212" "011" "011" "011" "011"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "011" "011" "011" "0212" "011"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "011" "011" "011" "022222" "0212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "011" "0212" "011" "0212" "0212"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "0212" "011" "0212" "011" "02433"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "0212" "0212" "0212" "0212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "011" "011" "0212" "0212" "011"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "011" "0212" "022222" "0212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "011" "0212" "011" "011" "011"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "011" "0212" "011" "011" "011"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "0212" "0212" "0212" "011" "011"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "0212" "0241" "0212" "011" "0212"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "0212" "0212" "0212" "02433" "0212"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "011" "0212" "0212" "011" "011"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "0212" "011" "0212" "0212" "0212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "02322" "0212" "011" "011" "011"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "0212" "0212" "0212" "022222" "011"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "011" "0212" "02433" "0213" "0212"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "011" "0212" "011" "011"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "0121" "0212" "0212" "0212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "0212" "022222" "011" "0212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "0212" "0213" "0212" "0212" "0212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "011" "0212" "0212" "0212" "011"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "0212" "0213" "0212" "011"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "011" "011" "011" "011" "011"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "011" "011" "0212" "0213" "011"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "011" "0122" "011" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "011" "011" "0212" "0213" "0212"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "011" "0212" "0212" "011" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "0212" "011" "0212" "0212" "0211"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "011" "02212" "0212" "011" "0212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "013" "0212" "0212" "011" "011"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "0212" "0212" "011" "0212" "011"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "011" "011" "0213" "0212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "011" "0212" "022222" "0212" "011"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "011" "02433" "011" "0213" "011"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "0212" "0212" "011" "02433" "02433"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "011" "0212" "011" "011"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "011" "0212" "011" "0212" "024223"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "011" "011" "011" "011" "013"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "011" "011" "0212" "0212" "0212"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "0211" "013" "011" "02433" "011"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "02433" "0213" "02433" "0212" "0212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "0212" "011" "011" "011" "011"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "011" "0212" "0213" "0212" "0121"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "0212" "0212" "011" "011" "0212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "0212" "02433" "0212" "0212" "011"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "011" "0212" "0213" "02433"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "011" "02433" "011" "011" "0212"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "011" "011" "011" "0212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "011" "0213" "011" "0121" "02421"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "011" "0212" "011" "0212" "0212"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "013" "0212" "0212" "011" "011"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "0212" "011" "0212" "011" "02433"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "0212" "0212" "011" "0212" "011"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "011" "011" "0212" "011" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "0212" "011" "011" "011" "0212"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "0212" "022222" "011" "0212" "011"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "011" "0212" "0212" "011" "011"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "02433" "0212" "0212" "0212" "011"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "0241" "0212" "0212" "0212" "011"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "0212" "0121" "0212" "0212" "013"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "011" "011" "0212" "011" "011"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "011" "02433" "0212" "024223" "011"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "0212" "0211" "0213" "0212" "011"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "011" "0212" "022222" "0212" "011"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "0212" "0212" "0212" "011" "0121"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "011" "011" "011" "0212" "02433"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "011" "011" "0212" "011" "011"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "011" "0212" "0212" "0212" "011"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "0212" "0213" "0212" "011" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "0212" "011" "0212" "011" "011"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "02433" "0212" "0212" "0212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "02432" "011" "0121" "024221"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024222" "011" "0211" "0211" "0211"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "02432" "011" "011" "02223" "022213"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "022211" "024222" "024221"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "02432" "011" "02431" "022212" "02432"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "02432" "022223" "02432" "011" "011"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "022211" "024221" "02421" "02421" "011"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "011" "011" "011" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024221" "011" "02223" "02431" "02432"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "02432" "0211" "011" "02432" "0211"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "022212" "0211" "011" "013"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "022213" "02431" "011" "02432" "022211"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "022213" "02432" "022224" "022213" "0241"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "0241" "0211" "02432" "011" "0211"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "011" "024222" "02431" "011" "02421"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "011" "013" "02421" "02432" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "011" "02432" "02223" "011" "011"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "011" "011" "022223" "011" "022212"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "02431" "02213" "022221" "02421" "02432"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "02431" "02421" "02432" "024221" "02431"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "022213" "02223" "0211" "02421" "013"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "02431" "02431" "0211" "02431" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "011" "024222" "02421" "02421" "011"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "02431" "011" "024221" "024221" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "02421" "02432" "02432" "02421" "022213"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "013" "02421" "0213" "02421" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "013" "022213" "011" "02223" "011"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "02431" "02421" "022211" "02421" "0211"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "022212" "02421" "024222" "022213" "02432"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "022213" "02431" "0211" "022211" "024221"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "02432" "022212" "022211" "0211" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "0211" "0213" "0211" "011" "011"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024221" "011" "024221" "011"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "0211" "02421" "022224" "024222" "02421"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "0211" "022211" "02421" "022211" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "011" "024221" "02421" "02431" "02432"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "011" "02421" "02421" "011"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "022211" "024221" "011" "013"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "02432" "02432" "011" "02421" "02421"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "02431" "02432" "0211" "011" "022212"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "02421" "022213" "011" "02433"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "02431" "02432" "024221" "02431" "02431"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "02432" "022223" "022211" "011" "0241"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024221" "0123" "022212" "022211" "011"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024222" "013" "022221" "02223" "011"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "02421" "0211" "02421" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024221" "02421" "02421" "02421" "0211"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "022212" "022213" "0211" "02421" "011"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "0211" "02213" "02421" "02432" "02312"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "022211" "011" "0213" "022221" "022212"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "022213" "02433" "02432" "011" "02432"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "0211" "011" "0211" "022223" "011"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "011" "022211"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "0211" "02431" "02421" "011" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "011" "011" "02223" "022212" "011"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "011" "011" "022224" "02421"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "02431" "02431" "02421" "022212"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "022212" "02431" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "02431" "02223" "02432" "011" "022213"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "011" "02432" "02431" "024221" "0211"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "022212" "02421" "011" "0211" "022213"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "022211" "022212" "02432" "011" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "02431" "013" "022213" "02312" "024222"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "011" "0211" "024221"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "02431" "0211" "02432" "02431" "024222"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "02432" "02431" "022213" "024222" "02432"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "022213" "022221" "011" "011" "022211"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "013" "0241" "02421" "0211"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024222" "022211" "02431" "02421" "013"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024221" "02421" "02431" "022213"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "011" "011" "0241" "022212" "011"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "02432" "011" "022212" "011" "024221"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "022212" "022224" "011" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "011" "011" "011" "011" "011"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "02421" "022211" "02431" "02421" "02432"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "011" "0211" "024222" "022221" "0211"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "0211" "011" "022212" "022212"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024222" "011" "011" "011" "024221"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "013" "022213" "02432" "011" "011"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "02432" "02432"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "02432" "011" "0211" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "0211" "011" "011" "02312" "02432"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "011" "022212" "02431" "011" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "011" "022211" "024221" "0211"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "022211" "022213" "022213" "011" "022212"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "013" "011" "011" "011" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "02421" "02312" "0213" "02313" "02431"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "02421" "0211" "022224" "011" "024221"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "022212" "024221" "02431" "022223" "0211"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "022212" "013" "022212" "0241" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "0123" "022223" "022223" "02431" "011"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "011" "02432" "02431" "022221" "0122"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "02432" "02312" "0122" "0211" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "02421" "011" "013" "02431" "022213"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "011" "02432" "011" "02431" "02432"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "02431" "011" "024221" "011" "011"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "02421" "011" "024221" "02421" "011"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "02421" "011" "02431" "011" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "02431" "022212" "02421" "0211" "02431"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "022213" "0211" "0123" "024221" "022213"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "022211" "011" "022221" "022221" "011"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "022213" "022213" "0211" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "02421" "02421" "0211" "02431" "0211"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "011" "0211" "02223" "011" "02431"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "022213" "024222" "011" "024221" "02431"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "022211" "022221" "02432" "022213" "024222"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "022213" "02431" "02213" "0211" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "011" "02223" "022221" "02431" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "011" "02431" "022224" "022213" "0123"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "011" "02432" "02431" "013"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "011" "02213" "022221" "0211" "02421"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "013" "02432" "02431" "013" "022213"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "02431" "02432" "011"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "011" "02431" "011" "022213"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "022211" "011" "011" "011" "022211"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "011" "022221" "02421" "02213" "022211"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "02432" "011" "0121" "011" "02312"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "02432" "02431" "022221" "024222" "02431"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "02431" "02212" "024221" "011" "02312"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "024221" "011" "02431" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024222" "011" "02432" "022211" "011"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "02421" "022213" "02431" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "011" "02431" "0121" "02431" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024222" "013" "022224" "02432" "022212"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "02312" "02432" "0211" "011"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "02432" "02431" "022213" "024221"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "011" "022211" "011" "0211" "022212"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "022211" "011" "024221" "0211" "024222"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "0211" "011" "02213" "011" "022211"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "0211" "02421" "02431" "02223" "011"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "02432" "022212" "011" "022211" "0211"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "011" "024221" "011"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "02421" "02432" "024221" "022212" "024222"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "022213" "011" "011" "011" "02421"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "0211" "02432" "022211" "022221" "02431"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "022211" "02431" "024222" "0121"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "022212" "0211" "0241" "022221" "011"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "0122" "02421" "011" "02421" "0241"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024222" "0211" "02223" "022211" "011"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024222" "022212" "022213" "022224" "011"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "02431" "02431" "02432" "0211" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "022211" "02431" "02432"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "022212" "02432" "02432" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "02421" "011" "02421" "0211" "02421"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "022212" "0211" "011" "0123" "022211"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "011" "011" "013" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "02431" "02432" "022212" "02421" "02421"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "022212" "02431" "02421" "02313" "011"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "022212" "022211" "011" "024222" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "02431" "0211" "0211" "024222" "011"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "011" "024221" "022211" "011" "011"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "02432" "02312" "024221" "02223" "013"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "02431" "024222" "011" "02432"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024221" "02432" "011" "02432"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 1619))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "011" "011" "011" "011" "013"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "0121" "0212" "0212" "02212" "02324"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "0212" "02322" "02322" "02321" "02323"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "0241" "0122" "0212"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "011" "011" "011" "0212" "0241"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "02322" "02321" "0213" "02212" "011"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "02321" "011" "011" "02321" "0241"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "011" "02212" "02324" "02322" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "0212" "0122" "02323" "0212" "0241"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "011" "02321" "02323" "02212" "011"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "02321" "02323" "0233" "0241"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "02323" "02323" "02322" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "02422" "013" "013" "011" "011"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "0212" "02321" "013" "0212" "02322"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "02322" "0233" "011" "02324" "0241"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "013" "0233" "0212" "0241" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "02324" "011" "011" "02324" "0212"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "011" "0241" "011" "0233" "0211"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "011" "02322" "011" "02323" "013"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "0212" "011" "02321" "011" "013"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "02324" "02321" "011" "02324" "02321"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "02321" "02212" "0211" "011"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "0212" "02321" "0241" "011" "0241"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "011" "0212" "0233" "011" "011"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "02322" "0212" "011" "02321" "011"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "011" "02324" "02323" "02324" "011"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "011" "0212" "0241" "02321"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "011" "02321" "013" "011" "011"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "0241" "0122" "011" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "011"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "02322" "0212" "02212" "011" "0212"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "0212" "011" "02324" "0212"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "013" "02321" "011" "02324" "0212"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "02324" "011" "011" "0211" "02323"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "0212" "02321" "0233" "0241" "02323"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "02321" "0233" "02324"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "011" "0212" "011" "0212" "02324"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "02321" "02323" "0233" "02322" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "0241" "02212" "011" "02322" "02321"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "013" "0241" "02321" "011" "0241"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "02321" "0121" "011" "02321" "0212"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "02322" "0233" "011" "0212" "013"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "02322" "02322" "0233" "0212" "0211"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "011" "0233" "02321" "0233" "0211"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "02323" "011" "013" "0211" "011"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "011" "011" "0233" "0212" "02324"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "02322" "0212" "02323" "013" "02322"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "0212" "0212" "02212" "02322" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "02323" "02321" "02422" "0212" "02323"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "0211" "0212" "02321" "0212" "02322"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "0122" "011" "0212" "011"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "011" "011" "02321" "02422" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "011" "0122" "0233" "02321" "02321"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "0241" "0233" "0212" "013" "02323"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "02321" "02323" "02322" "011" "02324"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "0211" "0212" "0241" "02422"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "011" "02322" "011" "011" "02323"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "02323" "0122" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "011" "0212" "02322" "011" "02322"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "011" "0241" "02323" "011"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "011" "0121" "011" "011" "02323"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "011" "02323" "0233" "011" "02323"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "0212" "02322" "02322" "0233" "011"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "02321" "013" "0233" "02323" "0212"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "0122" "0212" "02212" "02212" "02322"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "02323" "0233" "011" "02323" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "02321" "0212" "02323" "02321" "02322"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "0122" "02321" "02322" "011" "02321"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "02322" "02324" "0212" "02322" "02422"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "0241" "0211" "013" "02323" "02321"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "0241" "02321" "011" "011" "02322"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "02321" "0212" "02324" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "02322" "02324" "02212" "013"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "011" "013" "011" "02324" "013"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "013" "0241" "02324" "011" "011"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "0212" "013" "011" "011" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "02322" "02321" "0212"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "0123" "011" "02212" "011" "02323"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "011" "0241" "02311" "0211" "02322"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "0212" "02324" "011" "02324" "0241"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "011" "02322" "02322" "011" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "011" "011" "0241" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "02321" "02212" "011" "011" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "02324" "011"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "011" "0121" "02324" "0233" "02321"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "011" "0211" "011" "02322" "011"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "02324" "02323" "02324" "0233" "0122"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "013" "02322" "02212" "0211" "02323"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "0212" "013" "0213" "011" "02323"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "02423" "02321" "0211" "0212"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "0241" "02323" "0211" "02324" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "02324" "011" "011" "0121" "02321"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "0241" "02321" "011" "011" "013"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "011" "011" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "02422" "011" "011" "02324" "02422"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "02323" "011" "0212" "0212" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "02322" "0241" "011" "011" "011"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "011" "02321" "02322" "011" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "02322" "0212" "0212" "011"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "011" "011" "0122" "02422" "013"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "011" "011" "011" "02324"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "02321" "0122" "011" "011" "011"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "0121" "011" "02212" "02433" "011"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "02321" "013" "02323" "011" "02322"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "02422" "011" "011" "02322" "011"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "011" "02323" "02212" "02323" "02324"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "011" "0233" "02324" "02323" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "011" "0241" "011" "02324" "011"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "02323" "02321" "02323" "02323" "013"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "02322" "011" "0241" "02323" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "011" "011" "02322"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "02323" "02212" "0233" "0212" "013"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "02321" "0241" "0241" "0233" "02321"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "02422" "02322" "011" "02321" "011"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "0211" "0121" "02321" "011" "02423"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "011" "011" "02311" "0233" "02321"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "0212" "011" "0212" "0212" "02323"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "02321" "0211" "013" "02322"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "02323" "013" "02321" "0122"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "0241" "0233" "011" "0233" "02321"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "0241" "0233" "013" "02322" "02321"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "011" "0233" "011" "02322"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "02322" "011" "02324" "011" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "0122" "0213" "02323" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "0121" "02323" "02321" "02324" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "011" "011" "011" "011" "02422"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "011" "0233" "02321" "011" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "011" "011" "013" "02324" "02321"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "011" "02422" "0211" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "011" "0211" "02321"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "011" "02322" "02321" "0233" "02324"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "0212" "011" "0241" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "011" "0233" "011" "02423" "013"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "011" "013" "02323" "011" "02321"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "011" "02212" "011" "0241" "011"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "02323" "02322" "02313" "0212" "0212"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "02324" "011" "02321" "0212"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "013" "013" "02322" "0233" "02323"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "02324" "0233" "0233" "011" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "02321" "02422" "0122" "0211" "02324"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "0212" "02321" "013" "02321"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "0241" "011" "0233" "02324" "02322"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "02422"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "0241" "011" "02322" "011" "02322"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "02324" "02422" "02212" "013" "02322"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "02322" "02324" "011" "02322" "02323"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "011" "02322" "0233" "0121"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "011" "0212" "013" "011" "02324"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "013" "02324" "02422" "02422" "011"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "02423" "0123" "011" "02212" "02323"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "0212" "013" "02321" "0121" "0212"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "02322" "02321" "0233" "02321" "02321"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "02321" "02212" "02323" "02212" "02321"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "02324" "011" "011" "0121" "0212"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "02321" "02321" "0212" "0212" "011"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "0212" "0212" "0212" "0212" "0212"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "0212" "02422" "011" "011" "0121"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "0212" "0212" "013" "02321" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "011" "0213" "011" "02323"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "013" "02323" "0121" "0212"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "0212" "02234" "02321" "013" "0212"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "011" "011" "02321" "0212" "02321"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "02321" "011" "0121" "011" "02423"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "02321" "02321" "02321" "0212" "011"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "02321" "02323" "02321" "02212" "0212"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "0121" "011" "0212" "0212" "0212"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "011" "013" "011" "011" "0122"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "011" "011" "0213" "013" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "011" "022112" "02312" "0211" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "0211" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "011" "0211" "0211" "02312"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "013" "0211" "022111" "02311" "011"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "0122" "013" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "0211" "022111" "02312" "0211" "0123"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "0241" "011" "022111" "02322" "02322"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "02423" "022111" "0241" "0211"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "0211" "013" "0241" "02311" "0241"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "013" "02312"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "011" "0211" "0122" "013" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "011" "022112" "011" "0211" "0211"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "011" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "02312" "0122" "02312" "02232" "011"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "011" "011" "022111" "0121" "0241"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "011" "011" "022111" "02312" "02312"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "0211" "0211" "022111" "02311" "0241"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "011" "02311" "02213" "022113" "011"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "011"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "0211" "0121" "0241"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "011" "0121" "02312" "013" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "02312" "013" "0211" "0211"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "011" "0211" "022111" "0211" "0211"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "011" "02213" "011" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "011" "0213" "0211" "011" "013"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "011" "02311" "02213" "0211" "0123"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "0211" "0123" "0211" "02311" "0123"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "0241" "011"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "0241" "0241" "0122" "0211"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "0211" "022111" "02212" "02312" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "02312" "02213" "02213" "02231" "0122"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "0211" "011" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "0241"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "011" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "011" "011" "011" "02311" "02312"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "011" "02232" "0211" "0211" "02312"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "02312" "02233" "02312" "011"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "0241" "011" "02312" "02312" "0241"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "02312" "0122" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "011" "011" "0123" "011" "02312"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "0121" "011" "0241" "0211" "02322"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "013" "02232" "0123" "02311" "0241"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "011" "022114" "02233" "0241" "0121"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "013" "0211" "0241" "011" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "0211" "02313" "02312" "011" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "0123" "011" "0211" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "0123" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "0211" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "0122" "0211" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "011" "011"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "02312" "011" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "011" "011"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "02422" "0211" "011" "0122"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "0121" "0122" "02311" "02311" "011"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "011" "022114" "0241" "0211" "011"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "011" "02233" "022111" "0211"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "011" "0211" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "011" "0241" "0122"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "0211" "0122" "02311" "02213" "02322"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "013"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "02312" "0121" "011" "011" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "0241" "011" "0211" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "02322" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "011" "0211" "011" "02423"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "0121" "011" "0211" "022112" "02312"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "02312" "0211"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "0211"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "013" "0211" "0122" "0241" "013"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "013" "02422" "022111" "02311" "0241"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "0123" "02213" "02311" "02213" "011"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "013" "011" "022111" "0122" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "0123" "02312" "02423" "0241" "02312"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "013" "011" "013" "011"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "022213" "011" "011"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "011" "0211" "011" "011" "011"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "011" "0122" "011" "011" "0211"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "0241" "02232" "011" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "0122" "0241" "02233" "011" "011"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "011" "011" "0241"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "0121" "0123" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "0121" "011" "0211" "02232" "0121"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "0211" "0122"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "011" "011" "013" "011" "0123"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "0123" "011" "011"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "0123" "02231" "011" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "011" "0123" "011" "0241" "011"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "011" "022112" "011" "011" "011"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "0211" "011" "022112" "0123" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "011" "013" "0211"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "011" "011" "0122" "011" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "013" "0241" "02423"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "0241" "013" "011" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "0123" "02423" "02313" "011"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "0123" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "011" "022111" "022112" "011" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "011" "02231" "02231" "0211" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "011" "02231" "02231" "011" "0121"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "013" "0121" "011" "011"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "02312" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "011" "022112" "02213" "011"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "011" "011" "02312" "02312" "011"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "0123" "022111" "02313" "022113" "011"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "011" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "011" "022112" "022111" "02423" "011"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "013" "022112" "011" "0241" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "011" "0241" "011" "011" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "011" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "0241" "0241" "011" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "011" "02213" "02423" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "011" "02232" "0241" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "0122" "022112" "011" "011"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "0123" "02313" "011" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "0241" "0122" "013" "011"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "0122" "02232" "0122" "011" "0122"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "0123" "0241" "0123" "02311" "0241"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "011" "013" "013" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "0122" "013" "022114" "0123" "011"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "0241" "02233" "0211" "0211"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "011" "0241" "02212" "011" "011"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "02423" "022111" "011" "02313" "0123"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "0122" "011" "0121" "02423"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "0211" "02423" "02232" "02423"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "011" "011"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "013" "011"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "011" "022112" "011"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "0122" "022111" "013" "011" "0211"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "0241" "011" "011" "02423" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "02423" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "011" "02231" "011"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "0123" "011" "0123"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "011" "011" "011" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "011" "011" "02423" "011" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "02423" "011" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "02423" "013" "02311" "0241" "0122"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "0121" "02312" "022112" "02231" "0123"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "013" "011" "0211" "011"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "011" "02231" "02313" "011" "011"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "011" "02213" "011" "0122" "0211"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "0122" "0241" "0241"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "013" "022114" "02232" "0122" "011"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "0211" "0211" "0241"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "011" "0123" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "011" "02231" "0241" "022112" "013"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "0121" "0211" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "011" "011" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "0123" "0211" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "011" "02423" "02423" "022113" "0123"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "02423" "0122" "011" "011"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "011" "011" "011" "011"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "013" "011" "011" "011" "0122"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "0241" "0122" "011" "0122" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "013" "02311" "0122" "011" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "013" "013" "0211" "0241"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "011" "011" "02312" "0241" "0211"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "02312" "0241" "011" "0241" "0211"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "0122" "0121" "011" "02423"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "0241" "0122" "011" "011"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "0211" "0211" "02423" "0211" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "0241" "011" "0122" "0122" "0121"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "0241" "011" "02212" "013" "0211"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "013" "02311" "0211" "0211" "0122"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "0211" "011" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "0211" "011" "013" "0211" "0241"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "0211" "0122" "013" "0211" "02312"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "0121" "0211" "0241" "0211" "011"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "0122" "0211" "0241" "0241" "0122"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "0211" "0241" "0241" "011" "02312"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "011" "013" "013" "0211" "013"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "011" "02312" "0211" "0121" "0121"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "0241" "0241" "02312" "0211" "011"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "0241" "02423" "0211" "0211" "0121"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "011" "013" "013" "0122" "0211"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "0122" "011" "0211" "0241" "0211"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "0241" "0122" "0211" "013" "0241"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "011" "011" "02312" "02231" "0211"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "011" "0211" "02312" "02312"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "0241" "011" "0241" "011"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "0211" "0121" "011" "02312" "0211"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "011" "02233" "011" "0211" "0211"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "0122" "0121" "02423" "0211" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "0241" "011" "011" "0121" "02312"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "0211" "013" "02312" "0122" "0211"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "0241" "02311" "011" "02312" "011"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "0241" "013" "02232" "0121" "011"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "02423" "0211" "011" "011" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "0211" "0122" "0241" "0211" "0211"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "0211" "02312" "0241" "0241" "02312"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "0241" "0122" "0211" "0122" "0241"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "0211" "0241" "0241" "011" "0121"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "011" "011" "02233" "0241" "0211"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "02423" "02423" "011" "0211" "02312"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "011" "0241" "0241" "0241" "0122"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "0241" "011" "02312" "0211" "0241"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "02312" "02423" "011" "013" "0121"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "0122" "011" "0122" "013" "011"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "0211" "011" "0121" "0122" "0211"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "0211" "0241" "02312" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "0211" "011" "0121" "0211" "011"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "013" "013" "02312" "0211" "02312"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "0211" "02312" "0122" "0122" "0121"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "0211" "011" "0122" "0121" "0211"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "013" "0241" "0211" "0122" "0121"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "02312" "0241" "011" "02312" "013"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "0121" "0241" "0211" "011" "0241"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "02423" "011" "013" "02423" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "0241" "0241" "0211" "0241" "0211"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "013" "011" "011" "0241" "0241"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "0121" "02423" "0211" "0241" "0241"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "0122" "0211" "02423" "0211" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "011" "013" "0123" "011" "0122"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "0211" "0122" "011" "0241" "0241"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "0211" "011" "022113" "0121" "0241"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "011" "0211" "0241" "0121" "011"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "02312" "011" "011" "0241" "0123"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "02312" "02312" "011" "0122" "0241"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "0211" "02312" "013" "0213" "013"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "013" "0211" "0241" "0211" "02312"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "0241" "011" "0211" "0211" "0122"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "011" "02312" "011" "0241" "0211"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "02423" "02312" "02423" "0211" "0121"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "011" "0241" "0211" "02423" "011"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "013" "02312" "013" "0122" "0211"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "0122" "0213" "0122" "0241" "0241"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "0211" "02423" "0241" "0211" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "0123" "02423" "0121" "011"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "011" "011" "011" "011" "011"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "011" "011" "011" "011" "011"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "011" "013" "013" "0123" "011"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "0241" "0121" "02423" "011" "011"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "011" "011" "011" "013" "0122"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "011" "011" "0123" "022112" "0123"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "0122" "011" "0211" "02313" "0122"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "011" "0121" "011" "0121" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "011" "013" "011" "011" "011"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "0211" "011" "0123" "011" "0121"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "011" "022111" "0211" "0211" "0122"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "013" "011" "0121" "013" "011"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "011" "02233" "02312" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "0121" "02232" "011" "013" "011"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "0241" "0213" "013" "0211" "0241"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "013" "013" "0241" "011" "011"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "0121" "013" "011" "011" "011"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "0211" "011" "0122" "011" "0122"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "011" "0121" "0122" "011" "011"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "011" "011" "0241" "011" "0121"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "011" "011" "0122" "02312" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "0211" "0241" "0121" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "013" "0123" "013" "011" "013"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "02312" "011" "022111" "011" "011"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "011" "0123" "0122" "013" "013"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "0241" "02213" "011" "011"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "011" "0121" "0122" "011" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "011" "0122" "0121" "011" "011"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "011" "011" "02311" "0121" "0122"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "0241" "011" "02232" "0213" "0122"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "011" "0211" "0123" "011" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "0121" "011" "02233" "011" "011"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "011" "02233" "0121" "0123" "011"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "0211" "0121" "011" "011" "011"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "011" "011" "0211" "02312" "0122"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "011" "011" "011" "011" "011"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "013" "013" "011" "02312" "011"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "013" "0121" "0211" "013" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "02312" "011" "02312" "011" "011"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "011" "0121" "0122" "0122" "011"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "011" "011" "0122" "0121" "013"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "0211" "011" "011" "011" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "0123" "0121" "0241" "0211" "0121"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "011" "011" "013" "0121" "011"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "011" "011" "0121" "0241" "0241"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "0241" "011" "011" "0121"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "011" "0121" "011" "011" "02423"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "011" "011" "0211" "011" "0241"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "011" "013" "011" "0123" "0241"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "0211" "022113" "0121" "0121"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "013" "0123" "0121" "0121" "011"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "013" "011" "0122" "013" "0211"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "011" "011" "0121" "013" "011"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "0121" "013" "011" "0241"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "011" "0121" "013" "02423" "0212"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "0121" "0121" "011" "011" "02312"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "013" "013" "0122" "013" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "0121" "0123" "011" "011" "011"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "02423" "011" "02234" "02312" "0123"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "011" "013" "011" "0241" "011"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "011" "0122" "02311" "0121" "0123"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "013" "02232" "013" "0122" "013"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "013" "011" "013" "011"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "011" "022111" "0121" "0121" "011"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "0241" "011" "011" "013" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "013" "011" "0121" "0241" "011"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "0211" "0121" "0121" "0211" "011"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "0211" "011" "02232" "013" "0121"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "011" "011" "013" "0121" "011"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "011" "011" "0121" "0211" "011"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "0123" "011" "011" "0123" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "011" "013" "0123" "02233" "0211"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "011" "011" "0213" "02312" "011"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "0241" "0121" "011" "011" "011"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "013" "0122" "0123" "013" "0241"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "011" "011" "0122" "013"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "02312" "011" "011" "011" "013"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "013" "0212" "0212" "011" "0212"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "0212" "0212" "0212" "0212" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "0121" "02212" "0212" "0212" "0212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "0212" "011" "011" "011" "011"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "011" "011" "011" "0212" "011"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "011" "011" "011" "022222" "0212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "011" "0212" "011" "0212" "0212"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "0212" "011" "0212" "011" "02433"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "0212" "0212" "0212" "0212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "011" "011" "0212" "0212" "011"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "011" "0212" "022222" "0212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "011" "0212" "011" "011" "011"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "011" "0212" "011" "011" "011"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "0212" "0212" "0212" "011" "011"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "0212" "0241" "0212" "011" "0212"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "0212" "0212" "0212" "02433" "0212"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "011" "0212" "0212" "011" "011"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "0212" "011" "0212" "0212" "0212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "02322" "0212" "011" "011" "011"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "0212" "0212" "0212" "022222" "011"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "011" "0212" "02433" "0213" "0212"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "011" "0212" "011" "011"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "0121" "0212" "0212" "0212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "0212" "022222" "011" "0212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "0212" "0213" "0212" "0212" "0212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "011" "0212" "0212" "0212" "011"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "0212" "0213" "0212" "011"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "011" "011" "011" "011" "011"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "011" "011" "0212" "0213" "011"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "011" "0122" "011" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "011" "011" "0212" "0213" "0212"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "011" "0212" "0212" "011" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "0212" "011" "0212" "0212" "0211"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "011" "02212" "0212" "011" "0212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "013" "0212" "0212" "011" "011"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "0212" "0212" "011" "0212" "011"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "011" "011" "0213" "0212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "011" "0212" "022222" "0212" "011"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "011" "02433" "011" "0213" "011"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "0212" "0212" "011" "02433" "02433"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "011" "0212" "011" "011"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "011" "0212" "011" "0212" "02422"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "011" "011" "011" "011" "013"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "011" "011" "0212" "0212" "0212"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "0211" "013" "011" "02433" "011"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "02433" "0213" "02433" "0212" "0212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "0212" "011" "011" "011" "011"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "011" "0212" "0213" "0212" "0121"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "0212" "0212" "011" "011" "0212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "0212" "02433" "0212" "0212" "011"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "011" "0212" "0213" "02433"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "011" "02433" "011" "011" "0212"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "011" "011" "011" "0212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "011" "0213" "011" "0121" "02421"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "011" "0212" "011" "0212" "0212"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "013" "0212" "0212" "011" "011"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "0212" "011" "0212" "011" "02433"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "0212" "0212" "011" "0212" "011"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "011" "011" "0212" "011" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "0212" "011" "011" "011" "0212"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "0212" "022222" "011" "0212" "011"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "011" "0212" "0212" "011" "011"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "02433" "0212" "0212" "0212" "011"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "0241" "0212" "0212" "0212" "011"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "0212" "0121" "0212" "0212" "013"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "011" "011" "0212" "011" "011"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "011" "02433" "0212" "02422" "011"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "0212" "0211" "0213" "0212" "011"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "011" "0212" "022222" "0212" "011"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "0212" "0212" "0212" "011" "0121"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "011" "011" "011" "0212" "02433"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "011" "011" "0212" "011" "011"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "011" "0212" "0212" "0212" "011"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "0212" "0213" "0212" "011" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "0212" "011" "0212" "011" "011"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "02433" "0212" "0212" "0212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "02432" "011" "0121" "02422"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "02422" "011" "0211" "0211" "0211"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "02432" "011" "011" "02223" "022213"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "022211" "02422" "02422"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "02432" "011" "02431" "022212" "02432"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "02432" "022223" "02432" "011" "011"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "022211" "02422" "02421" "02421" "011"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "011" "011" "011" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "02422" "011" "02223" "02431" "02432"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "02432" "0211" "011" "02432" "0211"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "022212" "0211" "011" "013"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "022213" "02431" "011" "02432" "022211"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "022213" "02432" "022224" "022213" "0241"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "0241" "0211" "02432" "011" "0211"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "011" "02422" "02431" "011" "02421"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "011" "013" "02421" "02432" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "011" "02432" "02223" "011" "011"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "011" "011" "022223" "011" "022212"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "02431" "02213" "022221" "02421" "02432"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "02431" "02421" "02432" "02422" "02431"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "022213" "02223" "0211" "02421" "013"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "02431" "02431" "0211" "02431" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "011" "02422" "02421" "02421" "011"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "02431" "011" "02422" "02422" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "02421" "02432" "02432" "02421" "022213"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "013" "02421" "0213" "02421" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "013" "022213" "011" "02223" "011"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "02431" "02421" "022211" "02421" "0211"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "022212" "02421" "02422" "022213" "02432"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "022213" "02431" "0211" "022211" "02422"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "02432" "022212" "022211" "0211" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "0211" "0213" "0211" "011" "011"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "02422" "011" "02422" "011"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "0211" "02421" "022224" "02422" "02421"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "0211" "022211" "02421" "022211" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "011" "02422" "02421" "02431" "02432"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "011" "02421" "02421" "011"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "022211" "02422" "011" "013"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "02432" "02432" "011" "02421" "02421"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "02431" "02432" "0211" "011" "022212"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "02421" "022213" "011" "02433"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "02431" "02432" "02422" "02431" "02431"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "02432" "022223" "022211" "011" "0241"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "02422" "0123" "022212" "022211" "011"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "02422" "013" "022221" "02223" "011"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "02421" "0211" "02421" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "02422" "02421" "02421" "02421" "0211"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "022212" "022213" "0211" "02421" "011"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "0211" "02213" "02421" "02432" "02312"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "022211" "011" "0213" "022221" "022212"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "022213" "02433" "02432" "011" "02432"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "0211" "011" "0211" "022223" "011"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "011" "022211"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "0211" "02431" "02421" "011" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "011" "011" "02223" "022212" "011"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "011" "011" "022224" "02421"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "02431" "02431" "02421" "022212"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "022212" "02431" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "02431" "02223" "02432" "011" "022213"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "011" "02432" "02431" "02422" "0211"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "022212" "02421" "011" "0211" "022213"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "022211" "022212" "02432" "011" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "02431" "013" "022213" "02312" "02422"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "011" "0211" "02422"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "02431" "0211" "02432" "02431" "02422"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "02432" "02431" "022213" "02422" "02432"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "022213" "022221" "011" "011" "022211"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "013" "0241" "02421" "0211"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "02422" "022211" "02431" "02421" "013"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "02422" "02421" "02431" "022213"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "011" "011" "0241" "022212" "011"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "02432" "011" "022212" "011" "02422"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "022212" "022224" "011" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "011" "011" "011" "011" "011"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "02421" "022211" "02431" "02421" "02432"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "011" "0211" "02422" "022221" "0211"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "0211" "011" "022212" "022212"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "02422" "011" "011" "011" "02422"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "013" "022213" "02432" "011" "011"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "02432" "02432"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "02432" "011" "0211" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "0211" "011" "011" "02312" "02432"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "011" "022212" "02431" "011" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "011" "022211" "02422" "0211"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "022211" "022213" "022213" "011" "022212"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "013" "011" "011" "011" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "02421" "02312" "0213" "02313" "02431"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "02421" "0211" "022224" "011" "02422"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "022212" "02422" "02431" "022223" "0211"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "022212" "013" "022212" "0241" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "0123" "022223" "022223" "02431" "011"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "011" "02432" "02431" "022221" "0122"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "02432" "02312" "0122" "0211" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "02421" "011" "013" "02431" "022213"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "011" "02432" "011" "02431" "02432"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "02431" "011" "02422" "011" "011"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "02421" "011" "02422" "02421" "011"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "02421" "011" "02431" "011" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "02431" "022212" "02421" "0211" "02431"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "022213" "0211" "0123" "02422" "022213"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "022211" "011" "022221" "022221" "011"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "022213" "022213" "0211" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "02421" "02421" "0211" "02431" "0211"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "011" "0211" "02223" "011" "02431"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "022213" "02422" "011" "02422" "02431"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "022211" "022221" "02432" "022213" "02422"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "022213" "02431" "02213" "0211" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "011" "02223" "022221" "02431" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "011" "02431" "022224" "022213" "0123"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "011" "02432" "02431" "013"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "011" "02213" "022221" "0211" "02421"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "013" "02432" "02431" "013" "022213"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "02431" "02432" "011"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "011" "02431" "011" "022213"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "022211" "011" "011" "011" "022211"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "011" "022221" "02421" "02213" "022211"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "02432" "011" "0121" "011" "02312"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "02432" "02431" "022221" "02422" "02431"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "02431" "02212" "02422" "011" "02312"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "02422" "011" "02431" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "02422" "011" "02432" "022211" "011"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "02421" "022213" "02431" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "011" "02431" "0121" "02431" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "02422" "013" "022224" "02432" "022212"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "02312" "02432" "0211" "011"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "02432" "02431" "022213" "02422"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "011" "022211" "011" "0211" "022212"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "022211" "011" "02422" "0211" "02422"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "0211" "011" "02213" "011" "022211"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "0211" "02421" "02431" "02223" "011"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "02432" "022212" "011" "022211" "0211"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "011" "02422" "011"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "02421" "02432" "02422" "022212" "02422"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "022213" "011" "011" "011" "02421"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "0211" "02432" "022211" "022221" "02431"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "022211" "02431" "02422" "0121"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "022212" "0211" "0241" "022221" "011"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "0122" "02421" "011" "02421" "0241"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "02422" "0211" "02223" "022211" "011"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "02422" "022212" "022213" "022224" "011"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "02431" "02431" "02432" "0211" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "022211" "02431" "02432"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "022212" "02432" "02432" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "02421" "011" "02421" "0211" "02421"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "022212" "0211" "011" "0123" "022211"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "011" "011" "013" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "02431" "02432" "022212" "02421" "02421"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "022212" "02431" "02421" "02313" "011"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "022212" "022211" "011" "02422" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "02431" "0211" "0211" "02422" "011"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "011" "02422" "022211" "011" "011"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "02432" "02312" "02422" "02223" "013"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "02431" "02422" "011" "02432"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "02422" "02432" "011" "02432"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 1732))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "01" "01" "01" "01" "01"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "01" "0212" "0212" "02212" "02324"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "0212" "02322" "02322" "02321" "02323"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "0241" "01" "0212"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "01" "01" "01" "0212" "0241"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "02322" "02321" "0213" "02212" "01"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "02321" "01" "01" "02321" "0241"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "01" "02212" "02324" "02322" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "0212" "01" "02323" "0212" "0241"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "01" "02321" "02323" "02212" "01"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "02321" "02323" "0233" "0241"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "02323" "02323" "02322" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "02422" "01" "01" "01" "01"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "0212" "02321" "01" "0212" "02322"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "02322" "0233" "01" "02324" "0241"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "01" "0233" "0212" "0241" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "02324" "01" "01" "02324" "0212"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "01" "0241" "01" "0233" "0211"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "01" "02322" "01" "02323" "01"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "0212" "01" "02321" "01" "01"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "02324" "02321" "01" "02324" "02321"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "02321" "02212" "0211" "01"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "0212" "02321" "0241" "01" "0241"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "01" "0212" "0233" "01" "01"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "02322" "0212" "01" "02321" "01"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "01" "02324" "02323" "02324" "01"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "01" "0212" "0241" "02321"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "01" "02321" "01" "01" "01"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "0241" "01" "01" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "01"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "02322" "0212" "02212" "01" "0212"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "0212" "01" "02324" "0212"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "01" "02321" "01" "02324" "0212"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "02324" "01" "01" "0211" "02323"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "0212" "02321" "0233" "0241" "02323"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "02321" "0233" "02324"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "01" "0212" "01" "0212" "02324"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "02321" "02323" "0233" "02322" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "0241" "02212" "01" "02322" "02321"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "01" "0241" "02321" "01" "0241"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "02321" "01" "01" "02321" "0212"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "02322" "0233" "01" "0212" "01"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "02322" "02322" "0233" "0212" "0211"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "01" "0233" "02321" "0233" "0211"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "02323" "01" "01" "0211" "01"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "01" "01" "0233" "0212" "02324"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "02322" "0212" "02323" "01" "02322"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "0212" "0212" "02212" "02322" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "02323" "02321" "02422" "0212" "02323"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "0211" "0212" "02321" "0212" "02322"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01" "01" "0212" "01"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "01" "01" "02321" "02422" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "01" "01" "0233" "02321" "02321"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "0241" "0233" "0212" "01" "02323"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "02321" "02323" "02322" "01" "02324"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "0211" "0212" "0241" "02422"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "01" "02322" "01" "01" "02323"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "02323" "01" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "01" "0212" "02322" "01" "02322"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "01" "0241" "02323" "01"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "01" "01" "01" "01" "02323"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "01" "02323" "0233" "01" "02323"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "0212" "02322" "02322" "0233" "01"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "02321" "01" "0233" "02323" "0212"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01" "0212" "02212" "02212" "02322"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "02323" "0233" "01" "02323" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "02321" "0212" "02323" "02321" "02322"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01" "02321" "02322" "01" "02321"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "02322" "02324" "0212" "02322" "02422"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "0241" "0211" "01" "02323" "02321"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "0241" "02321" "01" "01" "02322"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "02321" "0212" "02324" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "02322" "02324" "02212" "01"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "01" "01" "01" "02324" "01"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "01" "0241" "02324" "01" "01"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "0212" "01" "01" "01" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "02322" "02321" "0212"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "01" "01" "02212" "01" "02323"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "01" "0241" "02311" "0211" "02322"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "0212" "02324" "01" "02324" "0241"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "01" "02322" "02322" "01" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "01" "01" "0241" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "02321" "02212" "01" "01" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "02324" "01"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "01" "01" "02324" "0233" "02321"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "01" "0211" "01" "02322" "01"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "02324" "02323" "02324" "0233" "01"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "01" "02322" "02212" "0211" "02323"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "0212" "01" "0213" "01" "02323"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "02423" "02321" "0211" "0212"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "0241" "02323" "0211" "02324" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "02324" "01" "01" "01" "02321"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "0241" "02321" "01" "01" "01"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "01" "01" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "02422" "01" "01" "02324" "02422"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "02323" "01" "0212" "0212" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "02322" "0241" "01" "01" "01"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "01" "02321" "02322" "01" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "02322" "0212" "0212" "01"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "01" "01" "01" "02422" "01"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "01" "01" "01" "02324"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "02321" "01" "01" "01" "01"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "01" "01" "02212" "02433" "01"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "02321" "01" "02323" "01" "02322"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "02422" "01" "01" "02322" "01"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "01" "02323" "02212" "02323" "02324"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "01" "0233" "02324" "02323" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "01" "0241" "01" "02324" "01"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "02323" "02321" "02323" "02323" "01"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "02322" "01" "0241" "02323" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "01" "01" "02322"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "02323" "02212" "0233" "0212" "01"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "02321" "0241" "0241" "0233" "02321"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "02422" "02322" "01" "02321" "01"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "0211" "01" "02321" "01" "02423"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "01" "01" "02311" "0233" "02321"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "0212" "01" "0212" "0212" "02323"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "02321" "0211" "01" "02322"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "02323" "01" "02321" "01"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "0241" "0233" "01" "0233" "02321"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "0241" "0233" "01" "02322" "02321"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "01" "0233" "01" "02322"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "02322" "01" "02324" "01" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01" "0213" "02323" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "01" "02323" "02321" "02324" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "01" "01" "01" "01" "02422"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "01" "0233" "02321" "01" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "01" "01" "01" "02324" "02321"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "01" "02422" "0211" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "01" "0211" "02321"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "01" "02322" "02321" "0233" "02324"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "0212" "01" "0241" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "01" "0233" "01" "02423" "01"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "01" "01" "02323" "01" "02321"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "01" "02212" "01" "0241" "01"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "02323" "02322" "02313" "0212" "0212"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "02324" "01" "02321" "0212"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "01" "01" "02322" "0233" "02323"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "02324" "0233" "0233" "01" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "02321" "02422" "01" "0211" "02324"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "0212" "02321" "01" "02321"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "0241" "01" "0233" "02324" "02322"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "02422"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "0241" "01" "02322" "01" "02322"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "02324" "02422" "02212" "01" "02322"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "02322" "02324" "01" "02322" "02323"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "01" "02322" "0233" "01"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "01" "0212" "01" "01" "02324"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "01" "02324" "02422" "02422" "01"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "02423" "01" "01" "02212" "02323"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "0212" "01" "02321" "01" "0212"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "02322" "02321" "0233" "02321" "02321"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "02321" "02212" "02323" "02212" "02321"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "02324" "01" "01" "01" "0212"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "02321" "02321" "0212" "0212" "01"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "0212" "0212" "0212" "0212" "0212"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "0212" "02422" "01" "01" "01"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "0212" "0212" "01" "02321" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "01" "0213" "01" "02323"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "01" "02323" "01" "0212"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "0212" "02234" "02321" "01" "0212"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "01" "01" "02321" "0212" "02321"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "02321" "01" "01" "01" "02423"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "02321" "02321" "02321" "0212" "01"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "02321" "02323" "02321" "02212" "0212"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "01" "01" "0212" "0212" "0212"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "01" "01" "01" "01" "01"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "01" "01" "0213" "01" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "01" "022112" "02312" "0211" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "0211" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "01" "0211" "0211" "02312"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "01" "0211" "022111" "02311" "01"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01" "01" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "0211" "022111" "02312" "0211" "01"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "0241" "01" "022111" "02322" "02322"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "02423" "022111" "0241" "0211"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "0211" "01" "0241" "02311" "0241"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "01" "02312"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "01" "0211" "01" "01" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "01" "022112" "01" "0211" "0211"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "01" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "02312" "01" "02312" "02232" "01"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "01" "01" "022111" "01" "0241"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "01" "01" "022111" "02312" "02312"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "0211" "0211" "022111" "02311" "0241"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "01" "02311" "02213" "022113" "01"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "01"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "0211" "01" "0241"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "01" "01" "02312" "01" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "02312" "01" "0211" "0211"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "01" "0211" "022111" "0211" "0211"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "01" "02213" "01" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "01" "0213" "0211" "01" "01"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "01" "02311" "02213" "0211" "01"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "0211" "01" "0211" "02311" "01"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "0241" "01"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "0241" "0241" "01" "0211"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "0211" "022111" "02212" "02312" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "02312" "02213" "02213" "02231" "01"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "0211" "01" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "0241"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "01" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "01" "01" "01" "02311" "02312"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "01" "02232" "0211" "0211" "02312"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "02312" "02233" "02312" "01"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "0241" "01" "02312" "02312" "0241"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "02312" "01" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "01" "01" "01" "01" "02312"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "01" "01" "0241" "0211" "02322"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "01" "02232" "01" "02311" "0241"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "01" "022114" "02233" "0241" "01"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "01" "0211" "0241" "01" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "0211" "02313" "02312" "01" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "01" "01" "0211" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "01" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "0211" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01" "0211" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "01" "01"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "02312" "01" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "01" "01"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "02422" "0211" "01" "01"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "01" "01" "02311" "02311" "01"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "01" "022114" "0241" "0211" "01"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "01" "02233" "022111" "0211"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "01" "0211" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "01" "0241" "01"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "0211" "01" "02311" "02213" "02322"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "01"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "02312" "01" "01" "01" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "0241" "01" "0211" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "02322" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "01" "0211" "01" "02423"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "01" "01" "0211" "022112" "02312"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "02312" "0211"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "0211"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "01" "0211" "01" "0241" "01"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "01" "02422" "022111" "02311" "0241"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "01" "02213" "02311" "02213" "01"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "01" "01" "022111" "01" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "01" "02312" "02423" "0241" "02312"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "01" "01" "01" "01"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "022213" "01" "01"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "01" "0211" "01" "01" "01"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "01" "01" "01" "01" "0211"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "0241" "02232" "01" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01" "0241" "02233" "01" "01"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "01" "01" "0241"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "01" "01" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "01" "01" "0211" "02232" "01"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "0211" "01"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "01" "01" "01" "01" "01"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "01" "01" "01"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "01" "02231" "01" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "01" "01" "01" "0241" "01"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "01" "022112" "01" "01" "01"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "0211" "01" "022112" "01" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "01" "01" "0211"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "01" "01" "01" "01" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "01" "0241" "02423"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "0241" "01" "01" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "01" "02423" "02313" "01"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "01" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "01" "022111" "022112" "01" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "01" "02231" "02231" "0211" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "01" "02231" "02231" "01" "01"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "01" "01" "01" "01"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "02312" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "01" "022112" "02213" "01"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "01" "01" "02312" "02312" "01"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "01" "022111" "02313" "022113" "01"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "01" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "01" "022112" "022111" "02423" "01"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "01" "022112" "01" "0241" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "01" "0241" "01" "01" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "01" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "0241" "0241" "01" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "01" "02213" "02423" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "01" "02232" "0241" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01" "022112" "01" "01"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "01" "02313" "01" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "0241" "01" "01" "01"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01" "02232" "01" "01" "01"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "01" "0241" "01" "02311" "0241"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "01" "01" "01" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01" "01" "022114" "01" "01"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "0241" "02233" "0211" "0211"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "01" "0241" "02212" "01" "01"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "02423" "022111" "01" "02313" "01"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01" "01" "01" "02423"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "0211" "02423" "02232" "02423"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "01" "01"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "01" "01"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "01" "022112" "01"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01" "022111" "01" "01" "0211"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "0241" "01" "01" "02423" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "02423" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "01" "02231" "01"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "01" "01" "01"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "01" "01" "01" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "01" "01" "02423" "01" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "02423" "01" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "02423" "01" "02311" "0241" "01"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "01" "02312" "022112" "02231" "01"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "01" "01" "0211" "01"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "01" "02231" "02313" "01" "01"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "01" "02213" "01" "01" "0211"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01" "0241" "0241"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "01" "022114" "02232" "01" "01"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "0211" "0211" "0241"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "01" "01" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "01" "02231" "0241" "022112" "01"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "01" "0211" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "01" "01" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "01" "0211" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "01" "02423" "02423" "022113" "01"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "02423" "01" "01" "01"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "01" "01" "01" "01"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "01" "01" "01" "01" "01"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "0241" "01" "01" "01" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "01" "02311" "01" "01" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "01" "01" "0211" "0241"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "01" "01" "02312" "0241" "0211"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "02312" "0241" "01" "0241" "0211"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01" "01" "01" "02423"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "0241" "01" "01" "01"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "0211" "0211" "02423" "0211" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "0241" "01" "01" "01" "01"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "0241" "01" "02212" "01" "0211"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "01" "02311" "0211" "0211" "01"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "0211" "01" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "0211" "01" "01" "0211" "0241"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "0211" "01" "01" "0211" "02312"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "01" "0211" "0241" "0211" "01"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01" "0211" "0241" "0241" "01"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "0211" "0241" "0241" "01" "02312"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "01" "01" "01" "0211" "01"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "01" "02312" "0211" "01" "01"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "0241" "0241" "02312" "0211" "01"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "0241" "02423" "0211" "0211" "01"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "01" "01" "01" "01" "0211"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01" "01" "0211" "0241" "0211"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "0241" "01" "0211" "01" "0241"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "01" "01" "02312" "02231" "0211"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "01" "0211" "02312" "02312"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "0241" "01" "0241" "01"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "0211" "01" "01" "02312" "0211"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "01" "02233" "01" "0211" "0211"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01" "01" "02423" "0211" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "0241" "01" "01" "01" "02312"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "0211" "01" "02312" "01" "0211"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "0241" "02311" "01" "02312" "01"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "0241" "01" "02232" "01" "01"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "02423" "0211" "01" "01" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "0211" "01" "0241" "0211" "0211"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "0211" "02312" "0241" "0241" "02312"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "0241" "01" "0211" "01" "0241"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "0211" "0241" "0241" "01" "01"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "01" "01" "02233" "0241" "0211"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "02423" "02423" "01" "0211" "02312"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "01" "0241" "0241" "0241" "01"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "0241" "01" "02312" "0211" "0241"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "02312" "02423" "01" "01" "01"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01" "01" "01" "01" "01"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "0211" "01" "01" "01" "0211"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "0211" "0241" "02312" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "0211" "01" "01" "0211" "01"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "01" "01" "02312" "0211" "02312"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "0211" "02312" "01" "01" "01"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "0211" "01" "01" "01" "0211"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "01" "0241" "0211" "01" "01"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "02312" "0241" "01" "02312" "01"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "01" "0241" "0211" "01" "0241"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "02423" "01" "01" "02423" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "0241" "0241" "0211" "0241" "0211"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "01" "01" "01" "0241" "0241"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "01" "02423" "0211" "0241" "0241"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01" "0211" "02423" "0211" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "01" "01" "01" "01" "01"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "0211" "01" "01" "0241" "0241"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "0211" "01" "022113" "01" "0241"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "01" "0211" "0241" "01" "01"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "02312" "01" "01" "0241" "01"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "02312" "02312" "01" "01" "0241"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "0211" "02312" "01" "0213" "01"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "01" "0211" "0241" "0211" "02312"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "0241" "01" "0211" "0211" "01"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "01" "02312" "01" "0241" "0211"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "02423" "02312" "02423" "0211" "01"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "01" "0241" "0211" "02423" "01"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "01" "02312" "01" "01" "0211"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01" "0213" "01" "0241" "0241"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "0211" "02423" "0241" "0211" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "01" "02423" "01" "01"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "01" "01" "01" "01" "01"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "01" "01" "01" "01" "01"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "01" "01" "01" "01" "01"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "0241" "01" "02423" "01" "01"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "01" "01" "01" "01" "01"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "01" "01" "01" "022112" "01"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01" "01" "0211" "02313" "01"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "01" "01" "01" "01" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "01" "01" "01" "01" "01"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "0211" "01" "01" "01" "01"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "01" "022111" "0211" "0211" "01"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "01" "01" "01" "01" "01"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "01" "02233" "02312" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "01" "02232" "01" "01" "01"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "0241" "0213" "01" "0211" "0241"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "01" "01" "0241" "01" "01"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "01" "01" "01" "01" "01"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "0211" "01" "01" "01" "01"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "01" "01" "01" "01" "01"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "01" "01" "0241" "01" "01"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "01" "01" "01" "02312" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "0211" "0241" "01" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "01" "01" "01" "01" "01"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "02312" "01" "022111" "01" "01"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "01" "01" "01" "01" "01"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "0241" "02213" "01" "01"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "01" "01" "01" "01" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "01" "01" "01" "01" "01"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "01" "01" "02311" "01" "01"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "0241" "01" "02232" "0213" "01"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "01" "0211" "01" "01" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "01" "01" "02233" "01" "01"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "01" "02233" "01" "01" "01"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "0211" "01" "01" "01" "01"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "01" "01" "0211" "02312" "01"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "01" "01" "01" "01" "01"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "01" "01" "01" "02312" "01"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "01" "01" "0211" "01" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "02312" "01" "02312" "01" "01"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "01" "01" "01" "01" "01"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "01" "01" "01" "01" "01"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "0211" "01" "01" "01" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "01" "01" "0241" "0211" "01"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "01" "01" "01" "01" "01"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "01" "01" "01" "0241" "0241"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "0241" "01" "01" "01"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "01" "01" "01" "01" "02423"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "01" "01" "0211" "01" "0241"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "01" "01" "01" "01" "0241"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "0211" "022113" "01" "01"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "01" "01" "01" "01" "01"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "01" "01" "01" "01" "0211"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "01" "01" "01" "01" "01"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "01" "01" "01" "0241"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "01" "01" "01" "02423" "0212"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "01" "01" "01" "01" "02312"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "01" "01" "01" "01" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "01" "01" "01" "01" "01"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "02423" "01" "02234" "02312" "01"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "01" "01" "01" "0241" "01"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "01" "01" "02311" "01" "01"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "01" "02232" "01" "01" "01"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "01" "01" "01" "01"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "01" "022111" "01" "01" "01"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "0241" "01" "01" "01" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "01" "01" "01" "0241" "01"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "0211" "01" "01" "0211" "01"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "0211" "01" "02232" "01" "01"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "01" "01" "01" "01" "01"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "01" "01" "01" "0211" "01"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "01" "01" "01" "01" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "01" "01" "01" "02233" "0211"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "01" "01" "0213" "02312" "01"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "0241" "01" "01" "01" "01"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "01" "01" "01" "01" "0241"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "01" "01" "01" "01"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "02312" "01" "01" "01" "01"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "01" "0212" "0212" "01" "0212"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "0212" "0212" "0212" "0212" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "01" "02212" "0212" "0212" "0212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "0212" "01" "01" "01" "01"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "01" "01" "01" "0212" "01"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "01" "01" "01" "022222" "0212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "0212" "01" "0212" "01" "02433"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "0212" "0212" "0212" "0212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "01" "01" "0212" "0212" "01"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "01" "0212" "022222" "0212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "01" "0212" "01" "01" "01"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "01" "0212" "01" "01" "01"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "0212" "0241" "0212" "01" "0212"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "0212" "0212" "0212" "02433" "0212"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "0212" "01" "0212" "0212" "0212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "02322" "0212" "01" "01" "01"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "0212" "0212" "0212" "022222" "01"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "01" "0212" "02433" "0213" "0212"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "01" "0212" "01" "01"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "01" "0212" "0212" "0212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "0212" "022222" "01" "0212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "0212" "0213" "0212" "0212" "0212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "0212" "0213" "0212" "01"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "01" "01" "01" "01" "01"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "01" "01" "0212" "0213" "01"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "01" "01" "01" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "01" "01" "0212" "0213" "0212"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "01" "0212" "0212" "01" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "0212" "01" "0212" "0212" "0211"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "01" "02212" "0212" "01" "0212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "01" "0212" "0212" "01" "01"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "01" "01" "0213" "0212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "01" "02433" "01" "0213" "01"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "0212" "0212" "01" "02433" "02433"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "01" "0212" "01" "01"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "01" "0212" "01" "0212" "02422"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "01" "01" "01" "01" "01"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "01" "01" "0212" "0212" "0212"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "0211" "01" "01" "02433" "01"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "02433" "0213" "02433" "0212" "0212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "0212" "01" "01" "01" "01"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "01" "0212" "0213" "0212" "01"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "0212" "0212" "01" "01" "0212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "0212" "02433" "0212" "0212" "01"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "01" "0212" "0213" "02433"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "01" "02433" "01" "01" "0212"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "01" "01" "01" "0212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "01" "0213" "01" "01" "02421"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "01" "0212" "0212" "01" "01"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "0212" "01" "0212" "01" "02433"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "01" "01" "0212" "01" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "0212" "01" "01" "01" "0212"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "0212" "022222" "01" "0212" "01"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "02433" "0212" "0212" "0212" "01"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "0241" "0212" "0212" "0212" "01"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "0212" "01" "0212" "0212" "01"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "01" "01" "0212" "01" "01"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "01" "02433" "0212" "02422" "01"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "0212" "0211" "0213" "0212" "01"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "01" "01" "01" "0212" "02433"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "01" "01" "0212" "01" "01"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "0212" "0213" "0212" "01" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "0212" "01" "0212" "01" "01"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "02433" "0212" "0212" "0212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "02432" "01" "01" "02422"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "02422" "01" "0211" "0211" "0211"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "02432" "01" "01" "02223" "022213"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "022211" "02422" "02422"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "02432" "01" "02431" "022212" "02432"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "02432" "022223" "02432" "01" "01"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "022211" "02422" "02421" "02421" "01"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "01" "01" "01" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "02422" "01" "02223" "02431" "02432"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "02432" "0211" "01" "02432" "0211"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "022212" "0211" "01" "01"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "022213" "02431" "01" "02432" "022211"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "022213" "02432" "022224" "022213" "0241"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "0241" "0211" "02432" "01" "0211"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "01" "02422" "02431" "01" "02421"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "01" "01" "02421" "02432" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "01" "02432" "02223" "01" "01"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "01" "01" "022223" "01" "022212"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "02431" "02213" "022221" "02421" "02432"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "02431" "02421" "02432" "02422" "02431"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "022213" "02223" "0211" "02421" "01"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "02431" "02431" "0211" "02431" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "01" "02422" "02421" "02421" "01"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "02431" "01" "02422" "02422" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "02421" "02432" "02432" "02421" "022213"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "01" "02421" "0213" "02421" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "01" "022213" "01" "02223" "01"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "02431" "02421" "022211" "02421" "0211"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "022212" "02421" "02422" "022213" "02432"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "022213" "02431" "0211" "022211" "02422"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "02432" "022212" "022211" "0211" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "0211" "0213" "0211" "01" "01"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "02422" "01" "02422" "01"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "0211" "02421" "022224" "02422" "02421"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "0211" "022211" "02421" "022211" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "01" "02422" "02421" "02431" "02432"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "01" "02421" "02421" "01"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "022211" "02422" "01" "01"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "02432" "02432" "01" "02421" "02421"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "02431" "02432" "0211" "01" "022212"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "02421" "022213" "01" "02433"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "02431" "02432" "02422" "02431" "02431"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "02432" "022223" "022211" "01" "0241"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "02422" "01" "022212" "022211" "01"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "02422" "01" "022221" "02223" "01"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "02421" "0211" "02421" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "02422" "02421" "02421" "02421" "0211"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "022212" "022213" "0211" "02421" "01"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "0211" "02213" "02421" "02432" "02312"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "022211" "01" "0213" "022221" "022212"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "022213" "02433" "02432" "01" "02432"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "0211" "01" "0211" "022223" "01"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "01" "022211"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "0211" "02431" "02421" "01" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "01" "01" "02223" "022212" "01"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "01" "01" "022224" "02421"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "02431" "02431" "02421" "022212"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "022212" "02431" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "02431" "02223" "02432" "01" "022213"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "01" "02432" "02431" "02422" "0211"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "022212" "02421" "01" "0211" "022213"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "022211" "022212" "02432" "01" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "02431" "01" "022213" "02312" "02422"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "01" "0211" "02422"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "02431" "0211" "02432" "02431" "02422"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "02432" "02431" "022213" "02422" "02432"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "022213" "022221" "01" "01" "022211"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "01" "0241" "02421" "0211"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "02422" "022211" "02431" "02421" "01"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "02422" "02421" "02431" "022213"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "01" "01" "0241" "022212" "01"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "02432" "01" "022212" "01" "02422"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "022212" "022224" "01" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "01" "01" "01" "01" "01"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "02421" "022211" "02431" "02421" "02432"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "01" "0211" "02422" "022221" "0211"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "0211" "01" "022212" "022212"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "02422" "01" "01" "01" "02422"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "01" "022213" "02432" "01" "01"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "02432" "02432"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "02432" "01" "0211" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "0211" "01" "01" "02312" "02432"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "01" "022212" "02431" "01" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "01" "022211" "02422" "0211"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "022211" "022213" "022213" "01" "022212"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "01" "01" "01" "01" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "02421" "02312" "0213" "02313" "02431"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "02421" "0211" "022224" "01" "02422"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "022212" "02422" "02431" "022223" "0211"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "022212" "01" "022212" "0241" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "01" "022223" "022223" "02431" "01"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "01" "02432" "02431" "022221" "01"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "02432" "02312" "01" "0211" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "02421" "01" "01" "02431" "022213"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "01" "02432" "01" "02431" "02432"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "02431" "01" "02422" "01" "01"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "02421" "01" "02422" "02421" "01"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "02421" "01" "02431" "01" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "02431" "022212" "02421" "0211" "02431"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "022213" "0211" "01" "02422" "022213"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "022211" "01" "022221" "022221" "01"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "022213" "022213" "0211" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "02421" "02421" "0211" "02431" "0211"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "01" "0211" "02223" "01" "02431"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "022213" "02422" "01" "02422" "02431"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "022211" "022221" "02432" "022213" "02422"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "022213" "02431" "02213" "0211" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "01" "02223" "022221" "02431" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "01" "02431" "022224" "022213" "01"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "01" "02432" "02431" "01"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "01" "02213" "022221" "0211" "02421"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "01" "02432" "02431" "01" "022213"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "02431" "02432" "01"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "01" "02431" "01" "022213"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "022211" "01" "01" "01" "022211"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "01" "022221" "02421" "02213" "022211"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "02432" "01" "01" "01" "02312"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "02432" "02431" "022221" "02422" "02431"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "02431" "02212" "02422" "01" "02312"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "02422" "01" "02431" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "02422" "01" "02432" "022211" "01"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "02421" "022213" "02431" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "01" "02431" "01" "02431" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "02422" "01" "022224" "02432" "022212"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "02312" "02432" "0211" "01"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "02432" "02431" "022213" "02422"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "01" "022211" "01" "0211" "022212"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "022211" "01" "02422" "0211" "02422"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "0211" "01" "02213" "01" "022211"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "0211" "02421" "02431" "02223" "01"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "02432" "022212" "01" "022211" "0211"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "01" "02422" "01"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "02421" "02432" "02422" "022212" "02422"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "022213" "01" "01" "01" "02421"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "0211" "02432" "022211" "022221" "02431"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "022211" "02431" "02422" "01"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "022212" "0211" "0241" "022221" "01"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01" "02421" "01" "02421" "0241"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "02422" "0211" "02223" "022211" "01"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "02422" "022212" "022213" "022224" "01"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "02431" "02431" "02432" "0211" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "022211" "02431" "02432"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "022212" "02432" "02432" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "02421" "01" "02421" "0211" "02421"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "022212" "0211" "01" "01" "022211"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "01" "01" "01" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "02431" "02432" "022212" "02421" "02421"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "022212" "02431" "02421" "02313" "01"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "022212" "022211" "01" "02422" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "02431" "0211" "0211" "02422" "01"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "01" "02422" "022211" "01" "01"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "02432" "02312" "02422" "02223" "01"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "02431" "02422" "01" "02432"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "02422" "02432" "01" "02432"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 1854))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "01" "01" "01" "01" "01"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "01" "0212" "0212" "02212" "02324"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "0212" "02322" "02322" "02321" "02323"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "0241" "01" "0212"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "01" "01" "01" "0212" "0241"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "02322" "02321" "0213" "02212" "01"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "02321" "01" "01" "02321" "0241"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "01" "02212" "02324" "02322" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "0212" "01" "02323" "0212" "0241"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "01" "02321" "02323" "02212" "01"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "02321" "02323" "0233" "0241"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "02323" "02323" "02322" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "02422" "01" "01" "01" "01"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "0212" "02321" "01" "0212" "02322"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "02322" "0233" "01" "02324" "0241"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "01" "0233" "0212" "0241" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "02324" "01" "01" "02324" "0212"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "01" "0241" "01" "0233" "0211"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "01" "02322" "01" "02323" "01"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "0212" "01" "02321" "01" "01"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "02324" "02321" "01" "02324" "02321"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "02321" "02212" "0211" "01"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "0212" "02321" "0241" "01" "0241"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "01" "0212" "0233" "01" "01"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "02322" "0212" "01" "02321" "01"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "01" "02324" "02323" "02324" "01"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "01" "0212" "0241" "02321"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "01" "02321" "01" "01" "01"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "0241" "01" "01" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "01"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "02322" "0212" "02212" "01" "0212"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "0212" "01" "02324" "0212"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "01" "02321" "01" "02324" "0212"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "02324" "01" "01" "0211" "02323"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "0212" "02321" "0233" "0241" "02323"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "02321" "0233" "02324"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "01" "0212" "01" "0212" "02324"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "02321" "02323" "0233" "02322" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "0241" "02212" "01" "02322" "02321"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "01" "0241" "02321" "01" "0241"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "02321" "01" "01" "02321" "0212"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "02322" "0233" "01" "0212" "01"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "02322" "02322" "0233" "0212" "0211"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "01" "0233" "02321" "0233" "0211"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "02323" "01" "01" "0211" "01"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "01" "01" "0233" "0212" "02324"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "02322" "0212" "02323" "01" "02322"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "0212" "0212" "02212" "02322" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "02323" "02321" "02422" "0212" "02323"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "0211" "0212" "02321" "0212" "02322"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01" "01" "0212" "01"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "01" "01" "02321" "02422" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "01" "01" "0233" "02321" "02321"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "0241" "0233" "0212" "01" "02323"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "02321" "02323" "02322" "01" "02324"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "0211" "0212" "0241" "02422"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "01" "02322" "01" "01" "02323"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "02323" "01" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "01" "0212" "02322" "01" "02322"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "01" "0241" "02323" "01"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "01" "01" "01" "01" "02323"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "01" "02323" "0233" "01" "02323"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "0212" "02322" "02322" "0233" "01"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "02321" "01" "0233" "02323" "0212"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01" "0212" "02212" "02212" "02322"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "02323" "0233" "01" "02323" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "02321" "0212" "02323" "02321" "02322"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01" "02321" "02322" "01" "02321"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "02322" "02324" "0212" "02322" "02422"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "0241" "0211" "01" "02323" "02321"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "0241" "02321" "01" "01" "02322"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "02321" "0212" "02324" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "02322" "02324" "02212" "01"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "01" "01" "01" "02324" "01"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "01" "0241" "02324" "01" "01"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "0212" "01" "01" "01" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "02322" "02321" "0212"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "01" "01" "02212" "01" "02323"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "01" "0241" "02311" "0211" "02322"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "0212" "02324" "01" "02324" "0241"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "01" "02322" "02322" "01" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "01" "01" "0241" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "02321" "02212" "01" "01" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "02324" "01"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "01" "01" "02324" "0233" "02321"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "01" "0211" "01" "02322" "01"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "02324" "02323" "02324" "0233" "01"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "01" "02322" "02212" "0211" "02323"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "0212" "01" "0213" "01" "02323"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "02423" "02321" "0211" "0212"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "0241" "02323" "0211" "02324" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "02324" "01" "01" "01" "02321"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "0241" "02321" "01" "01" "01"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "01" "01" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "02422" "01" "01" "02324" "02422"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "02323" "01" "0212" "0212" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "02322" "0241" "01" "01" "01"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "01" "02321" "02322" "01" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "02322" "0212" "0212" "01"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "01" "01" "01" "02422" "01"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "01" "01" "01" "02324"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "02321" "01" "01" "01" "01"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "01" "01" "02212" "02433" "01"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "02321" "01" "02323" "01" "02322"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "02422" "01" "01" "02322" "01"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "01" "02323" "02212" "02323" "02324"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "01" "0233" "02324" "02323" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "01" "0241" "01" "02324" "01"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "02323" "02321" "02323" "02323" "01"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "02322" "01" "0241" "02323" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "01" "01" "02322"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "02323" "02212" "0233" "0212" "01"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "02321" "0241" "0241" "0233" "02321"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "02422" "02322" "01" "02321" "01"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "0211" "01" "02321" "01" "02423"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "01" "01" "02311" "0233" "02321"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "0212" "01" "0212" "0212" "02323"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "02321" "0211" "01" "02322"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "02323" "01" "02321" "01"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "0241" "0233" "01" "0233" "02321"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "0241" "0233" "01" "02322" "02321"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "01" "0233" "01" "02322"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "02322" "01" "02324" "01" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01" "0213" "02323" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "01" "02323" "02321" "02324" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "01" "01" "01" "01" "02422"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "01" "0233" "02321" "01" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "01" "01" "01" "02324" "02321"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "01" "02422" "0211" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "01" "0211" "02321"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "01" "02322" "02321" "0233" "02324"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "0212" "01" "0241" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "01" "0233" "01" "02423" "01"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "01" "01" "02323" "01" "02321"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "01" "02212" "01" "0241" "01"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "02323" "02322" "02313" "0212" "0212"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "02324" "01" "02321" "0212"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "01" "01" "02322" "0233" "02323"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "02324" "0233" "0233" "01" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "02321" "02422" "01" "0211" "02324"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "0212" "02321" "01" "02321"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "0241" "01" "0233" "02324" "02322"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "02422"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "0241" "01" "02322" "01" "02322"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "02324" "02422" "02212" "01" "02322"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "02322" "02324" "01" "02322" "02323"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "01" "02322" "0233" "01"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "01" "0212" "01" "01" "02324"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "01" "02324" "02422" "02422" "01"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "02423" "01" "01" "02212" "02323"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "0212" "01" "02321" "01" "0212"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "02322" "02321" "0233" "02321" "02321"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "02321" "02212" "02323" "02212" "02321"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "02324" "01" "01" "01" "0212"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "02321" "02321" "0212" "0212" "01"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "0212" "0212" "0212" "0212" "0212"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "0212" "02422" "01" "01" "01"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "0212" "0212" "01" "02321" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "01" "0213" "01" "02323"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "01" "02323" "01" "0212"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "0212" "02234" "02321" "01" "0212"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "01" "01" "02321" "0212" "02321"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "02321" "01" "01" "01" "02423"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "02321" "02321" "02321" "0212" "01"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "02321" "02323" "02321" "02212" "0212"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "01" "01" "0212" "0212" "0212"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "01" "01" "01" "01" "01"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "01" "01" "0213" "01" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "01" "022112" "02312" "0211" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "0211" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "01" "0211" "0211" "02312"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "01" "0211" "022111" "02311" "01"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01" "01" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "0211" "022111" "02312" "0211" "01"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "0241" "01" "022111" "02322" "02322"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "02423" "022111" "0241" "0211"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "0211" "01" "0241" "02311" "0241"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "01" "02312"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "01" "0211" "01" "01" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "01" "022112" "01" "0211" "0211"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "01" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "02312" "01" "02312" "02232" "01"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "01" "01" "022111" "01" "0241"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "01" "01" "022111" "02312" "02312"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "0211" "0211" "022111" "02311" "0241"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "01" "02311" "02213" "022113" "01"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "01"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "0211" "01" "0241"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "01" "01" "02312" "01" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "02312" "01" "0211" "0211"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "01" "0211" "022111" "0211" "0211"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "01" "02213" "01" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "01" "0213" "0211" "01" "01"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "01" "02311" "02213" "0211" "01"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "0211" "01" "0211" "02311" "01"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "0241" "01"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "0241" "0241" "01" "0211"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "0211" "022111" "02212" "02312" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "02312" "02213" "02213" "02231" "01"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "0211" "01" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "0241"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "01" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "01" "01" "01" "02311" "02312"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "01" "02232" "0211" "0211" "02312"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "02312" "02233" "02312" "01"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "0241" "01" "02312" "02312" "0241"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "02312" "01" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "01" "01" "01" "01" "02312"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "01" "01" "0241" "0211" "02322"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "01" "02232" "01" "02311" "0241"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "01" "022114" "02233" "0241" "01"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "01" "0211" "0241" "01" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "0211" "02313" "02312" "01" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "01" "01" "0211" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "01" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "0211" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01" "0211" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "01" "01"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "02312" "01" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "01" "01"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "02422" "0211" "01" "01"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "01" "01" "02311" "02311" "01"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "01" "022114" "0241" "0211" "01"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "01" "02233" "022111" "0211"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "01" "0211" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "01" "0241" "01"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "0211" "01" "02311" "02213" "02322"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "01"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "02312" "01" "01" "01" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "0241" "01" "0211" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "02322" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "01" "0211" "01" "02423"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "01" "01" "0211" "022112" "02312"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "02312" "0211"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "0211"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "01" "0211" "01" "0241" "01"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "01" "02422" "022111" "02311" "0241"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "01" "02213" "02311" "02213" "01"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "01" "01" "022111" "01" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "01" "02312" "02423" "0241" "02312"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "01" "01" "01" "01"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "022213" "01" "01"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "01" "0211" "01" "01" "01"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "01" "01" "01" "01" "0211"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "0241" "02232" "01" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01" "0241" "02233" "01" "01"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "01" "01" "0241"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "01" "01" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "01" "01" "0211" "02232" "01"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "0211" "01"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "01" "01" "01" "01" "01"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "01" "01" "01"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "01" "02231" "01" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "01" "01" "01" "0241" "01"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "01" "022112" "01" "01" "01"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "0211" "01" "022112" "01" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "01" "01" "0211"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "01" "01" "01" "01" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "01" "0241" "02423"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "0241" "01" "01" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "01" "02423" "02313" "01"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "01" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "01" "022111" "022112" "01" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "01" "02231" "02231" "0211" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "01" "02231" "02231" "01" "01"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "01" "01" "01" "01"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "02312" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "01" "022112" "02213" "01"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "01" "01" "02312" "02312" "01"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "01" "022111" "02313" "022113" "01"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "01" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "01" "022112" "022111" "02423" "01"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "01" "022112" "01" "0241" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "01" "0241" "01" "01" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "01" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "0241" "0241" "01" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "01" "02213" "02423" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "01" "02232" "0241" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01" "022112" "01" "01"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "01" "02313" "01" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "0241" "01" "01" "01"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01" "02232" "01" "01" "01"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "01" "0241" "01" "02311" "0241"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "01" "01" "01" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01" "01" "022114" "01" "01"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "0241" "02233" "0211" "0211"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "01" "0241" "02212" "01" "01"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "02423" "022111" "01" "02313" "01"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01" "01" "01" "02423"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "0211" "02423" "02232" "02423"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "01" "01"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "01" "01"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "01" "022112" "01"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01" "022111" "01" "01" "0211"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "0241" "01" "01" "02423" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "02423" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "01" "02231" "01"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "01" "01" "01"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "01" "01" "01" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "01" "01" "02423" "01" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "02423" "01" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "02423" "01" "02311" "0241" "01"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "01" "02312" "022112" "02231" "01"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "01" "01" "0211" "01"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "01" "02231" "02313" "01" "01"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "01" "02213" "01" "01" "0211"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01" "0241" "0241"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "01" "022114" "02232" "01" "01"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "0211" "0211" "0241"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "01" "01" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "01" "02231" "0241" "022112" "01"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "01" "0211" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "01" "01" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "01" "0211" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "01" "02423" "02423" "022113" "01"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "02423" "01" "01" "01"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "01" "01" "01" "01"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "01" "01" "01" "01" "01"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "0241" "01" "01" "01" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "01" "02311" "01" "01" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "01" "01" "0211" "0241"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "01" "01" "02312" "0241" "0211"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "02312" "0241" "01" "0241" "0211"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01" "01" "01" "02423"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "0241" "01" "01" "01"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "0211" "0211" "02423" "0211" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "0241" "01" "01" "01" "01"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "0241" "01" "02212" "01" "0211"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "01" "02311" "0211" "0211" "01"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "0211" "01" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "0211" "01" "01" "0211" "0241"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "0211" "01" "01" "0211" "02312"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "01" "0211" "0241" "0211" "01"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01" "0211" "0241" "0241" "01"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "0211" "0241" "0241" "01" "02312"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "01" "01" "01" "0211" "01"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "01" "02312" "0211" "01" "01"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "0241" "0241" "02312" "0211" "01"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "0241" "02423" "0211" "0211" "01"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "01" "01" "01" "01" "0211"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01" "01" "0211" "0241" "0211"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "0241" "01" "0211" "01" "0241"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "01" "01" "02312" "02231" "0211"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "01" "0211" "02312" "02312"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "0241" "01" "0241" "01"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "0211" "01" "01" "02312" "0211"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "01" "02233" "01" "0211" "0211"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01" "01" "02423" "0211" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "0241" "01" "01" "01" "02312"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "0211" "01" "02312" "01" "0211"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "0241" "02311" "01" "02312" "01"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "0241" "01" "02232" "01" "01"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "02423" "0211" "01" "01" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "0211" "01" "0241" "0211" "0211"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "0211" "02312" "0241" "0241" "02312"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "0241" "01" "0211" "01" "0241"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "0211" "0241" "0241" "01" "01"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "01" "01" "02233" "0241" "0211"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "02423" "02423" "01" "0211" "02312"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "01" "0241" "0241" "0241" "01"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "0241" "01" "02312" "0211" "0241"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "02312" "02423" "01" "01" "01"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01" "01" "01" "01" "01"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "0211" "01" "01" "01" "0211"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "0211" "0241" "02312" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "0211" "01" "01" "0211" "01"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "01" "01" "02312" "0211" "02312"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "0211" "02312" "01" "01" "01"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "0211" "01" "01" "01" "0211"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "01" "0241" "0211" "01" "01"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "02312" "0241" "01" "02312" "01"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "01" "0241" "0211" "01" "0241"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "02423" "01" "01" "02423" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "0241" "0241" "0211" "0241" "0211"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "01" "01" "01" "0241" "0241"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "01" "02423" "0211" "0241" "0241"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01" "0211" "02423" "0211" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "01" "01" "01" "01" "01"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "0211" "01" "01" "0241" "0241"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "0211" "01" "022113" "01" "0241"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "01" "0211" "0241" "01" "01"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "02312" "01" "01" "0241" "01"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "02312" "02312" "01" "01" "0241"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "0211" "02312" "01" "0213" "01"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "01" "0211" "0241" "0211" "02312"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "0241" "01" "0211" "0211" "01"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "01" "02312" "01" "0241" "0211"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "02423" "02312" "02423" "0211" "01"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "01" "0241" "0211" "02423" "01"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "01" "02312" "01" "01" "0211"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01" "0213" "01" "0241" "0241"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "0211" "02423" "0241" "0211" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "01" "02423" "01" "01"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "01" "01" "01" "01" "01"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "01" "01" "01" "01" "01"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "01" "01" "01" "01" "01"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "0241" "01" "02423" "01" "01"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "01" "01" "01" "01" "01"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "01" "01" "01" "022112" "01"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01" "01" "0211" "02313" "01"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "01" "01" "01" "01" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "01" "01" "01" "01" "01"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "0211" "01" "01" "01" "01"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "01" "022111" "0211" "0211" "01"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "01" "01" "01" "01" "01"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "01" "02233" "02312" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "01" "02232" "01" "01" "01"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "0241" "0213" "01" "0211" "0241"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "01" "01" "0241" "01" "01"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "01" "01" "01" "01" "01"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "0211" "01" "01" "01" "01"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "01" "01" "01" "01" "01"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "01" "01" "0241" "01" "01"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "01" "01" "01" "02312" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "0211" "0241" "01" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "01" "01" "01" "01" "01"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "02312" "01" "022111" "01" "01"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "01" "01" "01" "01" "01"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "0241" "02213" "01" "01"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "01" "01" "01" "01" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "01" "01" "01" "01" "01"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "01" "01" "02311" "01" "01"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "0241" "01" "02232" "0213" "01"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "01" "0211" "01" "01" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "01" "01" "02233" "01" "01"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "01" "02233" "01" "01" "01"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "0211" "01" "01" "01" "01"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "01" "01" "0211" "02312" "01"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "01" "01" "01" "01" "01"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "01" "01" "01" "02312" "01"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "01" "01" "0211" "01" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "02312" "01" "02312" "01" "01"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "01" "01" "01" "01" "01"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "01" "01" "01" "01" "01"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "0211" "01" "01" "01" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "01" "01" "0241" "0211" "01"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "01" "01" "01" "01" "01"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "01" "01" "01" "0241" "0241"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "0241" "01" "01" "01"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "01" "01" "01" "01" "02423"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "01" "01" "0211" "01" "0241"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "01" "01" "01" "01" "0241"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "0211" "022113" "01" "01"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "01" "01" "01" "01" "01"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "01" "01" "01" "01" "0211"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "01" "01" "01" "01" "01"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "01" "01" "01" "0241"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "01" "01" "01" "02423" "0212"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "01" "01" "01" "01" "02312"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "01" "01" "01" "01" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "01" "01" "01" "01" "01"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "02423" "01" "02234" "02312" "01"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "01" "01" "01" "0241" "01"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "01" "01" "02311" "01" "01"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "01" "02232" "01" "01" "01"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "01" "01" "01" "01"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "01" "022111" "01" "01" "01"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "0241" "01" "01" "01" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "01" "01" "01" "0241" "01"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "0211" "01" "01" "0211" "01"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "0211" "01" "02232" "01" "01"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "01" "01" "01" "01" "01"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "01" "01" "01" "0211" "01"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "01" "01" "01" "01" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "01" "01" "01" "02233" "0211"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "01" "01" "0213" "02312" "01"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "0241" "01" "01" "01" "01"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "01" "01" "01" "01" "0241"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "01" "01" "01" "01"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "02312" "01" "01" "01" "01"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "01" "0212" "0212" "01" "0212"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "0212" "0212" "0212" "0212" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "01" "02212" "0212" "0212" "0212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "0212" "01" "01" "01" "01"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "01" "01" "01" "0212" "01"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "01" "01" "01" "022222" "0212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "0212" "01" "0212" "01" "02433"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "0212" "0212" "0212" "0212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "01" "01" "0212" "0212" "01"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "01" "0212" "022222" "0212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "01" "0212" "01" "01" "01"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "01" "0212" "01" "01" "01"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "0212" "0241" "0212" "01" "0212"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "0212" "0212" "0212" "02433" "0212"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "0212" "01" "0212" "0212" "0212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "02322" "0212" "01" "01" "01"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "0212" "0212" "0212" "022222" "01"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "01" "0212" "02433" "0213" "0212"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "01" "0212" "01" "01"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "01" "0212" "0212" "0212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "0212" "022222" "01" "0212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "0212" "0213" "0212" "0212" "0212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "0212" "0213" "0212" "01"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "01" "01" "01" "01" "01"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "01" "01" "0212" "0213" "01"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "01" "01" "01" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "01" "01" "0212" "0213" "0212"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "01" "0212" "0212" "01" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "0212" "01" "0212" "0212" "0211"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "01" "02212" "0212" "01" "0212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "01" "0212" "0212" "01" "01"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "01" "01" "0213" "0212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "01" "02433" "01" "0213" "01"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "0212" "0212" "01" "02433" "02433"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "01" "0212" "01" "01"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "01" "0212" "01" "0212" "02422"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "01" "01" "01" "01" "01"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "01" "01" "0212" "0212" "0212"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "0211" "01" "01" "02433" "01"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "02433" "0213" "02433" "0212" "0212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "0212" "01" "01" "01" "01"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "01" "0212" "0213" "0212" "01"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "0212" "0212" "01" "01" "0212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "0212" "02433" "0212" "0212" "01"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "01" "0212" "0213" "02433"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "01" "02433" "01" "01" "0212"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "01" "01" "01" "0212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "01" "0213" "01" "01" "02421"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "01" "0212" "0212" "01" "01"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "0212" "01" "0212" "01" "02433"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "01" "01" "0212" "01" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "0212" "01" "01" "01" "0212"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "0212" "022222" "01" "0212" "01"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "02433" "0212" "0212" "0212" "01"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "0241" "0212" "0212" "0212" "01"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "0212" "01" "0212" "0212" "01"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "01" "01" "0212" "01" "01"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "01" "02433" "0212" "02422" "01"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "0212" "0211" "0213" "0212" "01"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "01" "01" "01" "0212" "02433"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "01" "01" "0212" "01" "01"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "0212" "0213" "0212" "01" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "0212" "01" "0212" "01" "01"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "02433" "0212" "0212" "0212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "02432" "01" "01" "02422"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "02422" "01" "0211" "0211" "0211"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "02432" "01" "01" "02223" "022213"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "022211" "02422" "02422"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "02432" "01" "02431" "022212" "02432"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "02432" "022223" "02432" "01" "01"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "022211" "02422" "02421" "02421" "01"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "01" "01" "01" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "02422" "01" "02223" "02431" "02432"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "02432" "0211" "01" "02432" "0211"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "022212" "0211" "01" "01"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "022213" "02431" "01" "02432" "022211"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "022213" "02432" "022224" "022213" "0241"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "0241" "0211" "02432" "01" "0211"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "01" "02422" "02431" "01" "02421"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "01" "01" "02421" "02432" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "01" "02432" "02223" "01" "01"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "01" "01" "022223" "01" "022212"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "02431" "02213" "022221" "02421" "02432"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "02431" "02421" "02432" "02422" "02431"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "022213" "02223" "0211" "02421" "01"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "02431" "02431" "0211" "02431" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "01" "02422" "02421" "02421" "01"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "02431" "01" "02422" "02422" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "02421" "02432" "02432" "02421" "022213"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "01" "02421" "0213" "02421" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "01" "022213" "01" "02223" "01"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "02431" "02421" "022211" "02421" "0211"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "022212" "02421" "02422" "022213" "02432"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "022213" "02431" "0211" "022211" "02422"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "02432" "022212" "022211" "0211" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "0211" "0213" "0211" "01" "01"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "02422" "01" "02422" "01"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "0211" "02421" "022224" "02422" "02421"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "0211" "022211" "02421" "022211" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "01" "02422" "02421" "02431" "02432"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "01" "02421" "02421" "01"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "022211" "02422" "01" "01"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "02432" "02432" "01" "02421" "02421"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "02431" "02432" "0211" "01" "022212"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "02421" "022213" "01" "02433"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "02431" "02432" "02422" "02431" "02431"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "02432" "022223" "022211" "01" "0241"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "02422" "01" "022212" "022211" "01"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "02422" "01" "022221" "02223" "01"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "02421" "0211" "02421" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "02422" "02421" "02421" "02421" "0211"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "022212" "022213" "0211" "02421" "01"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "0211" "02213" "02421" "02432" "02312"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "022211" "01" "0213" "022221" "022212"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "022213" "02433" "02432" "01" "02432"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "0211" "01" "0211" "022223" "01"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "01" "022211"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "0211" "02431" "02421" "01" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "01" "01" "02223" "022212" "01"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "01" "01" "022224" "02421"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "02431" "02431" "02421" "022212"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "022212" "02431" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "02431" "02223" "02432" "01" "022213"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "01" "02432" "02431" "02422" "0211"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "022212" "02421" "01" "0211" "022213"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "022211" "022212" "02432" "01" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "02431" "01" "022213" "02312" "02422"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "01" "0211" "02422"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "02431" "0211" "02432" "02431" "02422"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "02432" "02431" "022213" "02422" "02432"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "022213" "022221" "01" "01" "022211"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "01" "0241" "02421" "0211"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "02422" "022211" "02431" "02421" "01"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "02422" "02421" "02431" "022213"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "01" "01" "0241" "022212" "01"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "02432" "01" "022212" "01" "02422"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "022212" "022224" "01" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "01" "01" "01" "01" "01"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "02421" "022211" "02431" "02421" "02432"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "01" "0211" "02422" "022221" "0211"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "0211" "01" "022212" "022212"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "02422" "01" "01" "01" "02422"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "01" "022213" "02432" "01" "01"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "02432" "02432"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "02432" "01" "0211" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "0211" "01" "01" "02312" "02432"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "01" "022212" "02431" "01" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "01" "022211" "02422" "0211"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "022211" "022213" "022213" "01" "022212"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "01" "01" "01" "01" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "02421" "02312" "0213" "02313" "02431"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "02421" "0211" "022224" "01" "02422"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "022212" "02422" "02431" "022223" "0211"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "022212" "01" "022212" "0241" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "01" "022223" "022223" "02431" "01"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "01" "02432" "02431" "022221" "01"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "02432" "02312" "01" "0211" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "02421" "01" "01" "02431" "022213"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "01" "02432" "01" "02431" "02432"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "02431" "01" "02422" "01" "01"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "02421" "01" "02422" "02421" "01"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "02421" "01" "02431" "01" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "02431" "022212" "02421" "0211" "02431"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "022213" "0211" "01" "02422" "022213"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "022211" "01" "022221" "022221" "01"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "022213" "022213" "0211" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "02421" "02421" "0211" "02431" "0211"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "01" "0211" "02223" "01" "02431"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "022213" "02422" "01" "02422" "02431"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "022211" "022221" "02432" "022213" "02422"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "022213" "02431" "02213" "0211" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "01" "02223" "022221" "02431" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "01" "02431" "022224" "022213" "01"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "01" "02432" "02431" "01"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "01" "02213" "022221" "0211" "02421"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "01" "02432" "02431" "01" "022213"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "02431" "02432" "01"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "01" "02431" "01" "022213"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "022211" "01" "01" "01" "022211"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "01" "022221" "02421" "02213" "022211"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "02432" "01" "01" "01" "02312"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "02432" "02431" "022221" "02422" "02431"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "02431" "02212" "02422" "01" "02312"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "02422" "01" "02431" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "02422" "01" "02432" "022211" "01"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "02421" "022213" "02431" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "01" "02431" "01" "02431" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "02422" "01" "022224" "02432" "022212"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "02312" "02432" "0211" "01"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "02432" "02431" "022213" "02422"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "01" "022211" "01" "0211" "022212"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "022211" "01" "02422" "0211" "02422"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "0211" "01" "02213" "01" "022211"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "0211" "02421" "02431" "02223" "01"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "02432" "022212" "01" "022211" "0211"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "01" "02422" "01"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "02421" "02432" "02422" "022212" "02422"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "022213" "01" "01" "01" "02421"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "0211" "02432" "022211" "022221" "02431"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "022211" "02431" "02422" "01"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "022212" "0211" "0241" "022221" "01"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01" "02421" "01" "02421" "0241"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "02422" "0211" "02223" "022211" "01"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "02422" "022212" "022213" "022224" "01"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "02431" "02431" "02432" "0211" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "022211" "02431" "02432"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "022212" "02432" "02432" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "02421" "01" "02421" "0211" "02421"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "022212" "0211" "01" "01" "022211"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "01" "01" "01" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "02431" "02432" "022212" "02421" "02421"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "022212" "02431" "02421" "02313" "01"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "022212" "022211" "01" "02422" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "02431" "0211" "0211" "02422" "01"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "01" "02422" "022211" "01" "01"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "02432" "02312" "02422" "02223" "01"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "02431" "02422" "01" "02432"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "02422" "02432" "01" "02432"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 1857))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "01" "01" "01" "01" "01"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "01" "0212" "0212" "02212" "02324"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "0212" "02322" "02322" "02321" "02323"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "0241" "01" "0212"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "01" "01" "01" "0212" "0241"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "02322" "02321" "0213" "02212" "01"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "02321" "01" "01" "02321" "0241"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "01" "02212" "02324" "02322" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "0212" "01" "02323" "0212" "0241"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "01" "02321" "02323" "02212" "01"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "02321" "02323" "0233" "0241"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "02323" "02323" "02322" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "02422" "01" "01" "01" "01"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "0212" "02321" "01" "0212" "02322"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "02322" "0233" "01" "02324" "0241"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "01" "0233" "0212" "0241" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "02324" "01" "01" "02324" "0212"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "01" "0241" "01" "0233" "0211"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "01" "02322" "01" "02323" "01"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "0212" "01" "02321" "01" "01"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "02324" "02321" "01" "02324" "02321"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "02321" "02212" "0211" "01"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "0212" "02321" "0241" "01" "0241"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "01" "0212" "0233" "01" "01"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "02322" "0212" "01" "02321" "01"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "01" "02324" "02323" "02324" "01"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "01" "0212" "0241" "02321"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "01" "02321" "01" "01" "01"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "0241" "01" "01" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "01"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "02322" "0212" "02212" "01" "0212"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "0212" "01" "02324" "0212"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "01" "02321" "01" "02324" "0212"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "02324" "01" "01" "0211" "02323"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "0212" "02321" "0233" "0241" "02323"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "02321" "0233" "02324"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "01" "0212" "01" "0212" "02324"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "02321" "02323" "0233" "02322" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "0241" "02212" "01" "02322" "02321"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "01" "0241" "02321" "01" "0241"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "02321" "01" "01" "02321" "0212"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "02322" "0233" "01" "0212" "01"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "02322" "02322" "0233" "0212" "0211"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "01" "0233" "02321" "0233" "0211"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "02323" "01" "01" "0211" "01"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "01" "01" "0233" "0212" "02324"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "02322" "0212" "02323" "01" "02322"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "0212" "0212" "02212" "02322" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "02323" "02321" "02422" "0212" "02323"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "0211" "0212" "02321" "0212" "02322"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01" "01" "0212" "01"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "01" "01" "02321" "02422" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "01" "01" "0233" "02321" "02321"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "0241" "0233" "0212" "01" "02323"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "02321" "02323" "02322" "01" "02324"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "0211" "0212" "0241" "02422"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "01" "02322" "01" "01" "02323"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "02323" "01" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "01" "0212" "02322" "01" "02322"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "01" "0241" "02323" "01"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "01" "01" "01" "01" "02323"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "01" "02323" "0233" "01" "02323"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "0212" "02322" "02322" "0233" "01"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "02321" "01" "0233" "02323" "0212"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01" "0212" "02212" "02212" "02322"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "02323" "0233" "01" "02323" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "02321" "0212" "02323" "02321" "02322"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01" "02321" "02322" "01" "02321"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "02322" "02324" "0212" "02322" "02422"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "0241" "0211" "01" "02323" "02321"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "0241" "02321" "01" "01" "02322"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "02321" "0212" "02324" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "02322" "02324" "02212" "01"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "01" "01" "01" "02324" "01"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "01" "0241" "02324" "01" "01"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "0212" "01" "01" "01" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "02322" "02321" "0212"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "01" "01" "02212" "01" "02323"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "01" "0241" "02311" "0211" "02322"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "0212" "02324" "01" "02324" "0241"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "01" "02322" "02322" "01" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "01" "01" "0241" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "02321" "02212" "01" "01" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "02324" "01"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "01" "01" "02324" "0233" "02321"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "01" "0211" "01" "02322" "01"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "02324" "02323" "02324" "0233" "01"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "01" "02322" "02212" "0211" "02323"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "0212" "01" "0213" "01" "02323"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "02423" "02321" "0211" "0212"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "0241" "02323" "0211" "02324" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "02324" "01" "01" "01" "02321"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "0241" "02321" "01" "01" "01"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "01" "01" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "02422" "01" "01" "02324" "02422"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "02323" "01" "0212" "0212" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "02322" "0241" "01" "01" "01"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "01" "02321" "02322" "01" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "02322" "0212" "0212" "01"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "01" "01" "01" "02422" "01"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "01" "01" "01" "02324"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "02321" "01" "01" "01" "01"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "01" "01" "02212" "02433" "01"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "02321" "01" "02323" "01" "02322"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "02422" "01" "01" "02322" "01"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "01" "02323" "02212" "02323" "02324"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "01" "0233" "02324" "02323" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "01" "0241" "01" "02324" "01"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "02323" "02321" "02323" "02323" "01"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "02322" "01" "0241" "02323" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "01" "01" "02322"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "02323" "02212" "0233" "0212" "01"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "02321" "0241" "0241" "0233" "02321"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "02422" "02322" "01" "02321" "01"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "0211" "01" "02321" "01" "02423"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "01" "01" "02311" "0233" "02321"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "0212" "01" "0212" "0212" "02323"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "02321" "0211" "01" "02322"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "02323" "01" "02321" "01"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "0241" "0233" "01" "0233" "02321"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "0241" "0233" "01" "02322" "02321"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "01" "0233" "01" "02322"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "02322" "01" "02324" "01" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01" "0213" "02323" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "01" "02323" "02321" "02324" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "01" "01" "01" "01" "02422"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "01" "0233" "02321" "01" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "01" "01" "01" "02324" "02321"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "01" "02422" "0211" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "01" "0211" "02321"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "01" "02322" "02321" "0233" "02324"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "0212" "01" "0241" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "01" "0233" "01" "02423" "01"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "01" "01" "02323" "01" "02321"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "01" "02212" "01" "0241" "01"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "02323" "02322" "02313" "0212" "0212"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "02324" "01" "02321" "0212"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "01" "01" "02322" "0233" "02323"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "02324" "0233" "0233" "01" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "02321" "02422" "01" "0211" "02324"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "0212" "02321" "01" "02321"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "0241" "01" "0233" "02324" "02322"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "02422"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "0241" "01" "02322" "01" "02322"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "02324" "02422" "02212" "01" "02322"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "02322" "02324" "01" "02322" "02323"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "01" "02322" "0233" "01"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "01" "0212" "01" "01" "02324"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "01" "02324" "02422" "02422" "01"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "02423" "01" "01" "02212" "02323"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "0212" "01" "02321" "01" "0212"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "02322" "02321" "0233" "02321" "02321"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "02321" "02212" "02323" "02212" "02321"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "02324" "01" "01" "01" "0212"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "02321" "02321" "0212" "0212" "01"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "0212" "0212" "0212" "0212" "0212"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "0212" "02422" "01" "01" "01"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "0212" "0212" "01" "02321" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "01" "0213" "01" "02323"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "01" "02323" "01" "0212"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "0212" "02234" "02321" "01" "0212"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "01" "01" "02321" "0212" "02321"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "02321" "01" "01" "01" "02423"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "02321" "02321" "02321" "0212" "01"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "02321" "02323" "02321" "02212" "0212"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "01" "01" "0212" "0212" "0212"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "01" "01" "01" "01" "01"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "01" "01" "0213" "01" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "01" "022112" "02312" "0211" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "0211" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "01" "0211" "0211" "02312"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "01" "0211" "022111" "02311" "01"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01" "01" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "0211" "022111" "02312" "0211" "01"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "0241" "01" "022111" "02322" "02322"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "02423" "022111" "0241" "0211"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "0211" "01" "0241" "02311" "0241"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "01" "02312"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "01" "0211" "01" "01" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "01" "022112" "01" "0211" "0211"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "01" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "02312" "01" "02312" "02232" "01"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "01" "01" "022111" "01" "0241"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "01" "01" "022111" "02312" "02312"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "0211" "0211" "022111" "02311" "0241"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "01" "02311" "02213" "022113" "01"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "01"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "0211" "01" "0241"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "01" "01" "02312" "01" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "02312" "01" "0211" "0211"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "01" "0211" "022111" "0211" "0211"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "01" "02213" "01" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "01" "0213" "0211" "01" "01"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "01" "02311" "02213" "0211" "01"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "0211" "01" "0211" "02311" "01"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "0241" "01"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "0241" "0241" "01" "0211"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "0211" "022111" "02212" "02312" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "02312" "02213" "02213" "02231" "01"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "0211" "01" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "0241"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "01" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "01" "01" "01" "02311" "02312"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "01" "02232" "0211" "0211" "02312"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "02312" "02233" "02312" "01"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "0241" "01" "02312" "02312" "0241"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "02312" "01" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "01" "01" "01" "01" "02312"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "01" "01" "0241" "0211" "02322"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "01" "02232" "01" "02311" "0241"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "01" "022114" "02233" "0241" "01"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "01" "0211" "0241" "01" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "0211" "02313" "02312" "01" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "01" "01" "0211" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "01" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "0211" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01" "0211" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "01" "01"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "02312" "01" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "01" "01"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "02422" "0211" "01" "01"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "01" "01" "02311" "02311" "01"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "01" "022114" "0241" "0211" "01"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "01" "02233" "022111" "0211"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "01" "0211" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "01" "0241" "01"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "0211" "01" "02311" "02213" "02322"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "01"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "02312" "01" "01" "01" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "0241" "01" "0211" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "02322" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "01" "0211" "01" "02423"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "01" "01" "0211" "022112" "02312"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "02312" "0211"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "0211"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "01" "0211" "01" "0241" "01"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "01" "02422" "022111" "02311" "0241"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "01" "02213" "02311" "02213" "01"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "01" "01" "022111" "01" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "01" "02312" "02423" "0241" "02312"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "01" "01" "01" "01"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "022213" "01" "01"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "01" "0211" "01" "01" "01"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "01" "01" "01" "01" "0211"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "0241" "02232" "01" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01" "0241" "02233" "01" "01"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "01" "01" "0241"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "01" "01" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "01" "01" "0211" "02232" "01"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "0211" "01"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "01" "01" "01" "01" "01"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "01" "01" "01"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "01" "02231" "01" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "01" "01" "01" "0241" "01"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "01" "022112" "01" "01" "01"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "0211" "01" "022112" "01" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "01" "01" "0211"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "01" "01" "01" "01" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "01" "0241" "02423"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "0241" "01" "01" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "01" "02423" "02313" "01"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "01" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "01" "022111" "022112" "01" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "01" "02231" "02231" "0211" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "01" "02231" "02231" "01" "01"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "01" "01" "01" "01"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "02312" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "01" "022112" "02213" "01"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "01" "01" "02312" "02312" "01"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "01" "022111" "02313" "022113" "01"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "01" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "01" "022112" "022111" "02423" "01"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "01" "022112" "01" "0241" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "01" "0241" "01" "01" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "01" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "0241" "0241" "01" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "01" "02213" "02423" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "01" "02232" "0241" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01" "022112" "01" "01"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "01" "02313" "01" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "0241" "01" "01" "01"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01" "02232" "01" "01" "01"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "01" "0241" "01" "02311" "0241"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "01" "01" "01" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01" "01" "022114" "01" "01"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "0241" "02233" "0211" "0211"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "01" "0241" "02212" "01" "01"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "02423" "022111" "01" "02313" "01"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01" "01" "01" "02423"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "0211" "02423" "02232" "02423"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "01" "01"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "01" "01"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "01" "022112" "01"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01" "022111" "01" "01" "0211"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "0241" "01" "01" "02423" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "02423" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "01" "02231" "01"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "01" "01" "01"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "01" "01" "01" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "01" "01" "02423" "01" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "02423" "01" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "02423" "01" "02311" "0241" "01"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "01" "02312" "022112" "02231" "01"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "01" "01" "0211" "01"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "01" "02231" "02313" "01" "01"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "01" "02213" "01" "01" "0211"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01" "0241" "0241"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "01" "022114" "02232" "01" "01"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "0211" "0211" "0241"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "01" "01" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "01" "02231" "0241" "022112" "01"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "01" "0211" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "01" "01" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "01" "0211" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "01" "02423" "02423" "022113" "01"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "02423" "01" "01" "01"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "01" "01" "01" "01"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "01" "01" "01" "01" "01"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "0241" "01" "01" "01" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "01" "02311" "01" "01" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "01" "01" "0211" "0241"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "01" "01" "02312" "0241" "0211"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "02312" "0241" "01" "0241" "0211"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01" "01" "01" "02423"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "0241" "01" "01" "01"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "0211" "0211" "02423" "0211" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "0241" "01" "01" "01" "01"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "0241" "01" "02212" "01" "0211"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "01" "02311" "0211" "0211" "01"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "0211" "01" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "0211" "01" "01" "0211" "0241"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "0211" "01" "01" "0211" "02312"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "01" "0211" "0241" "0211" "01"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01" "0211" "0241" "0241" "01"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "0211" "0241" "0241" "01" "02312"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "01" "01" "01" "0211" "01"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "01" "02312" "0211" "01" "01"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "0241" "0241" "02312" "0211" "01"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "0241" "02423" "0211" "0211" "01"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "01" "01" "01" "01" "0211"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01" "01" "0211" "0241" "0211"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "0241" "01" "0211" "01" "0241"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "01" "01" "02312" "02231" "0211"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "01" "0211" "02312" "02312"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "0241" "01" "0241" "01"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "0211" "01" "01" "02312" "0211"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "01" "02233" "01" "0211" "0211"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01" "01" "02423" "0211" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "0241" "01" "01" "01" "02312"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "0211" "01" "02312" "01" "0211"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "0241" "02311" "01" "02312" "01"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "0241" "01" "02232" "01" "01"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "02423" "0211" "01" "01" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "0211" "01" "0241" "0211" "0211"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "0211" "02312" "0241" "0241" "02312"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "0241" "01" "0211" "01" "0241"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "0211" "0241" "0241" "01" "01"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "01" "01" "02233" "0241" "0211"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "02423" "02423" "01" "0211" "02312"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "01" "0241" "0241" "0241" "01"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "0241" "01" "02312" "0211" "0241"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "02312" "02423" "01" "01" "01"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01" "01" "01" "01" "01"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "0211" "01" "01" "01" "0211"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "0211" "0241" "02312" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "0211" "01" "01" "0211" "01"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "01" "01" "02312" "0211" "02312"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "0211" "02312" "01" "01" "01"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "0211" "01" "01" "01" "0211"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "01" "0241" "0211" "01" "01"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "02312" "0241" "01" "02312" "01"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "01" "0241" "0211" "01" "0241"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "02423" "01" "01" "02423" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "0241" "0241" "0211" "0241" "0211"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "01" "01" "01" "0241" "0241"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "01" "02423" "0211" "0241" "0241"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01" "0211" "02423" "0211" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "01" "01" "01" "01" "01"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "0211" "01" "01" "0241" "0241"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "0211" "01" "022113" "01" "0241"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "01" "0211" "0241" "01" "01"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "02312" "01" "01" "0241" "01"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "02312" "02312" "01" "01" "0241"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "0211" "02312" "01" "0213" "01"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "01" "0211" "0241" "0211" "02312"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "0241" "01" "0211" "0211" "01"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "01" "02312" "01" "0241" "0211"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "02423" "02312" "02423" "0211" "01"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "01" "0241" "0211" "02423" "01"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "01" "02312" "01" "01" "0211"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01" "0213" "01" "0241" "0241"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "0211" "02423" "0241" "0211" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "01" "02423" "01" "01"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "01" "01" "01" "01" "01"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "01" "01" "01" "01" "01"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "01" "01" "01" "01" "01"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "0241" "01" "02423" "01" "01"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "01" "01" "01" "01" "01"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "01" "01" "01" "022112" "01"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01" "01" "0211" "02313" "01"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "01" "01" "01" "01" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "01" "01" "01" "01" "01"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "0211" "01" "01" "01" "01"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "01" "022111" "0211" "0211" "01"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "01" "01" "01" "01" "01"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "01" "02233" "02312" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "01" "02232" "01" "01" "01"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "0241" "0213" "01" "0211" "0241"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "01" "01" "0241" "01" "01"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "01" "01" "01" "01" "01"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "0211" "01" "01" "01" "01"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "01" "01" "01" "01" "01"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "01" "01" "0241" "01" "01"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "01" "01" "01" "02312" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "0211" "0241" "01" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "01" "01" "01" "01" "01"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "02312" "01" "022111" "01" "01"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "01" "01" "01" "01" "01"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "0241" "02213" "01" "01"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "01" "01" "01" "01" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "01" "01" "01" "01" "01"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "01" "01" "02311" "01" "01"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "0241" "01" "02232" "0213" "01"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "01" "0211" "01" "01" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "01" "01" "02233" "01" "01"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "01" "02233" "01" "01" "01"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "0211" "01" "01" "01" "01"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "01" "01" "0211" "02312" "01"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "01" "01" "01" "01" "01"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "01" "01" "01" "02312" "01"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "01" "01" "0211" "01" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "02312" "01" "02312" "01" "01"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "01" "01" "01" "01" "01"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "01" "01" "01" "01" "01"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "0211" "01" "01" "01" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "01" "01" "0241" "0211" "01"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "01" "01" "01" "01" "01"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "01" "01" "01" "0241" "0241"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "0241" "01" "01" "01"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "01" "01" "01" "01" "02423"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "01" "01" "0211" "01" "0241"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "01" "01" "01" "01" "0241"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "0211" "022113" "01" "01"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "01" "01" "01" "01" "01"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "01" "01" "01" "01" "0211"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "01" "01" "01" "01" "01"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "01" "01" "01" "0241"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "01" "01" "01" "02423" "0212"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "01" "01" "01" "01" "02312"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "01" "01" "01" "01" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "01" "01" "01" "01" "01"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "02423" "01" "02234" "02312" "01"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "01" "01" "01" "0241" "01"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "01" "01" "02311" "01" "01"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "01" "02232" "01" "01" "01"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "01" "01" "01" "01"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "01" "022111" "01" "01" "01"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "0241" "01" "01" "01" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "01" "01" "01" "0241" "01"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "0211" "01" "01" "0211" "01"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "0211" "01" "02232" "01" "01"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "01" "01" "01" "01" "01"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "01" "01" "01" "0211" "01"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "01" "01" "01" "01" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "01" "01" "01" "02233" "0211"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "01" "01" "0213" "02312" "01"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "0241" "01" "01" "01" "01"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "01" "01" "01" "01" "0241"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "01" "01" "01" "01"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "02312" "01" "01" "01" "01"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "01" "0212" "0212" "01" "0212"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "0212" "0212" "0212" "0212" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "01" "02212" "0212" "0212" "0212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "0212" "01" "01" "01" "01"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "01" "01" "01" "0212" "01"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "01" "01" "01" "022222" "0212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "0212" "01" "0212" "01" "02433"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "0212" "0212" "0212" "0212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "01" "01" "0212" "0212" "01"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "01" "0212" "022222" "0212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "01" "0212" "01" "01" "01"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "01" "0212" "01" "01" "01"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "0212" "0241" "0212" "01" "0212"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "0212" "0212" "0212" "02433" "0212"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "0212" "01" "0212" "0212" "0212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "02322" "0212" "01" "01" "01"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "0212" "0212" "0212" "022222" "01"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "01" "0212" "02433" "0213" "0212"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "01" "0212" "01" "01"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "01" "0212" "0212" "0212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "0212" "022222" "01" "0212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "0212" "0213" "0212" "0212" "0212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "0212" "0213" "0212" "01"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "01" "01" "01" "01" "01"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "01" "01" "0212" "0213" "01"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "01" "01" "01" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "01" "01" "0212" "0213" "0212"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "01" "0212" "0212" "01" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "0212" "01" "0212" "0212" "0211"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "01" "02212" "0212" "01" "0212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "01" "0212" "0212" "01" "01"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "01" "01" "0213" "0212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "01" "02433" "01" "0213" "01"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "0212" "0212" "01" "02433" "02433"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "01" "0212" "01" "01"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "01" "0212" "01" "0212" "02422"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "01" "01" "01" "01" "01"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "01" "01" "0212" "0212" "0212"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "0211" "01" "01" "02433" "01"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "02433" "0213" "02433" "0212" "0212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "0212" "01" "01" "01" "01"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "01" "0212" "0213" "0212" "01"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "0212" "0212" "01" "01" "0212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "0212" "02433" "0212" "0212" "01"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "01" "0212" "0213" "02433"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "01" "02433" "01" "01" "0212"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "01" "01" "01" "0212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "01" "0213" "01" "01" "02421"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "01" "0212" "0212" "01" "01"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "0212" "01" "0212" "01" "02433"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "01" "01" "0212" "01" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "0212" "01" "01" "01" "0212"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "0212" "022222" "01" "0212" "01"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "02433" "0212" "0212" "0212" "01"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "0241" "0212" "0212" "0212" "01"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "0212" "01" "0212" "0212" "01"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "01" "01" "0212" "01" "01"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "01" "02433" "0212" "02422" "01"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "0212" "0211" "0213" "0212" "01"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "01" "01" "01" "0212" "02433"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "01" "01" "0212" "01" "01"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "0212" "0213" "0212" "01" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "0212" "01" "0212" "01" "01"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "02433" "0212" "0212" "0212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "02432" "01" "01" "02422"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "02422" "01" "0211" "0211" "0211"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "02432" "01" "01" "02223" "022213"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "022211" "02422" "02422"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "02432" "01" "02431" "022212" "02432"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "02432" "022223" "02432" "01" "01"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "022211" "02422" "02421" "02421" "01"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "01" "01" "01" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "02422" "01" "02223" "02431" "02432"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "02432" "0211" "01" "02432" "0211"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "022212" "0211" "01" "01"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "022213" "02431" "01" "02432" "022211"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "022213" "02432" "022224" "022213" "0241"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "0241" "0211" "02432" "01" "0211"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "01" "02422" "02431" "01" "02421"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "01" "01" "02421" "02432" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "01" "02432" "02223" "01" "01"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "01" "01" "022223" "01" "022212"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "02431" "02213" "022221" "02421" "02432"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "02431" "02421" "02432" "02422" "02431"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "022213" "02223" "0211" "02421" "01"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "02431" "02431" "0211" "02431" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "01" "02422" "02421" "02421" "01"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "02431" "01" "02422" "02422" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "02421" "02432" "02432" "02421" "022213"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "01" "02421" "0213" "02421" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "01" "022213" "01" "02223" "01"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "02431" "02421" "022211" "02421" "0211"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "022212" "02421" "02422" "022213" "02432"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "022213" "02431" "0211" "022211" "02422"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "02432" "022212" "022211" "0211" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "0211" "0213" "0211" "01" "01"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "02422" "01" "02422" "01"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "0211" "02421" "022224" "02422" "02421"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "0211" "022211" "02421" "022211" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "01" "02422" "02421" "02431" "02432"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "01" "02421" "02421" "01"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "022211" "02422" "01" "01"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "02432" "02432" "01" "02421" "02421"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "02431" "02432" "0211" "01" "022212"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "02421" "022213" "01" "02433"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "02431" "02432" "02422" "02431" "02431"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "02432" "022223" "022211" "01" "0241"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "02422" "01" "022212" "022211" "01"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "02422" "01" "022221" "02223" "01"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "02421" "0211" "02421" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "02422" "02421" "02421" "02421" "0211"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "022212" "022213" "0211" "02421" "01"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "0211" "02213" "02421" "02432" "02312"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "022211" "01" "0213" "022221" "022212"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "022213" "02433" "02432" "01" "02432"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "0211" "01" "0211" "022223" "01"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "01" "022211"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "0211" "02431" "02421" "01" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "01" "01" "02223" "022212" "01"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "01" "01" "022224" "02421"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "02431" "02431" "02421" "022212"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "022212" "02431" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "02431" "02223" "02432" "01" "022213"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "01" "02432" "02431" "02422" "0211"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "022212" "02421" "01" "0211" "022213"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "022211" "022212" "02432" "01" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "02431" "01" "022213" "02312" "02422"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "01" "0211" "02422"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "02431" "0211" "02432" "02431" "02422"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "02432" "02431" "022213" "02422" "02432"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "022213" "022221" "01" "01" "022211"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "01" "0241" "02421" "0211"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "02422" "022211" "02431" "02421" "01"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "02422" "02421" "02431" "022213"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "01" "01" "0241" "022212" "01"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "02432" "01" "022212" "01" "02422"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "022212" "022224" "01" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "01" "01" "01" "01" "01"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "02421" "022211" "02431" "02421" "02432"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "01" "0211" "02422" "022221" "0211"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "0211" "01" "022212" "022212"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "02422" "01" "01" "01" "02422"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "01" "022213" "02432" "01" "01"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "02432" "02432"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "02432" "01" "0211" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "0211" "01" "01" "02312" "02432"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "01" "022212" "02431" "01" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "01" "022211" "02422" "0211"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "022211" "022213" "022213" "01" "022212"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "01" "01" "01" "01" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "02421" "02312" "0213" "02313" "02431"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "02421" "0211" "022224" "01" "02422"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "022212" "02422" "02431" "022223" "0211"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "022212" "01" "022212" "0241" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "01" "022223" "022223" "02431" "01"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "01" "02432" "02431" "022221" "01"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "02432" "02312" "01" "0211" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "02421" "01" "01" "02431" "022213"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "01" "02432" "01" "02431" "02432"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "02431" "01" "02422" "01" "01"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "02421" "01" "02422" "02421" "01"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "02421" "01" "02431" "01" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "02431" "022212" "02421" "0211" "02431"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "022213" "0211" "01" "02422" "022213"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "022211" "01" "022221" "022221" "01"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "022213" "022213" "0211" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "02421" "02421" "0211" "02431" "0211"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "01" "0211" "02223" "01" "02431"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "022213" "02422" "01" "02422" "02431"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "022211" "022221" "02432" "022213" "02422"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "022213" "02431" "02213" "0211" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "01" "02223" "022221" "02431" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "01" "02431" "022224" "022213" "01"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "01" "02432" "02431" "01"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "01" "02213" "022221" "0211" "02421"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "01" "02432" "02431" "01" "022213"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "02431" "02432" "01"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "01" "02431" "01" "022213"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "022211" "01" "01" "01" "022211"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "01" "022221" "02421" "02213" "022211"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "02432" "01" "01" "01" "02312"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "02432" "02431" "022221" "02422" "02431"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "02431" "02212" "02422" "01" "02312"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "02422" "01" "02431" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "02422" "01" "02432" "022211" "01"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "02421" "022213" "02431" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "01" "02431" "01" "02431" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "02422" "01" "022224" "02432" "022212"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "02312" "02432" "0211" "01"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "02432" "02431" "022213" "02422"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "01" "022211" "01" "0211" "022212"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "022211" "01" "02422" "0211" "02422"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "0211" "01" "02213" "01" "022211"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "0211" "02421" "02431" "02223" "01"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "02432" "022212" "01" "022211" "0211"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "01" "02422" "01"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "02421" "02432" "02422" "022212" "02422"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "022213" "01" "01" "01" "02421"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "0211" "02432" "022211" "022221" "02431"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "022211" "02431" "02422" "01"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "022212" "0211" "0241" "022221" "01"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01" "02421" "01" "02421" "0241"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "02422" "0211" "02223" "022211" "01"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "02422" "022212" "022213" "022224" "01"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "02431" "02431" "02432" "0211" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "022211" "02431" "02432"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "022212" "02432" "02432" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "02421" "01" "02421" "0211" "02421"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "022212" "0211" "01" "01" "022211"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "01" "01" "01" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "02431" "02432" "022212" "02421" "02421"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "022212" "02431" "02421" "02313" "01"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "022212" "022211" "01" "02422" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "02431" "0211" "0211" "02422" "01"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "01" "02422" "022211" "01" "01"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "02432" "02312" "02422" "02223" "01"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "02431" "02422" "01" "02432"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "02422" "02432" "01" "02432"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 2643))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "01" "01" "01" "01" "01"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "01" "0212" "0212" "02212" "02324"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "0212" "02322" "02322" "02321" "02323"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "0241" "01" "0212"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "01" "01" "01" "0212" "0241"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "02322" "02321" "0213" "02212" "01"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "02321" "01" "01" "02321" "0241"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "01" "02212" "02324" "02322" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "0212" "01" "02323" "0212" "0241"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "01" "02321" "02323" "02212" "01"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "02321" "02323" "0233" "0241"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "02323" "02323" "02322" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "02422" "01" "01" "01" "01"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "0212" "02321" "01" "0212" "02322"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "02322" "0233" "01" "02324" "0241"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "01" "0233" "0212" "0241" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "02324" "01" "01" "02324" "0212"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "01" "0241" "01" "0233" "0211"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "01" "02322" "01" "02323" "01"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "0212" "01" "02321" "01" "01"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "02324" "02321" "01" "02324" "02321"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "02321" "02212" "0211" "01"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "0212" "02321" "0241" "01" "0241"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "01" "0212" "0233" "01" "01"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "02322" "0212" "01" "02321" "01"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "01" "02324" "02323" "02324" "01"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "01" "0212" "0241" "02321"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "01" "02321" "01" "01" "01"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "0241" "01" "01" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "01"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "02322" "0212" "02212" "01" "0212"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "0212" "01" "02324" "0212"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "01" "02321" "01" "02324" "0212"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "02324" "01" "01" "0211" "02323"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "0212" "02321" "0233" "0241" "02323"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "02321" "0233" "02324"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "01" "0212" "01" "0212" "02324"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "02321" "02323" "0233" "02322" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "0241" "02212" "01" "02322" "02321"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "01" "0241" "02321" "01" "0241"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "02321" "01" "01" "02321" "0212"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "02322" "0233" "01" "0212" "01"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "02322" "02322" "0233" "0212" "0211"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "01" "0233" "02321" "0233" "0211"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "02323" "01" "01" "0211" "01"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "01" "01" "0233" "0212" "02324"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "02322" "0212" "02323" "01" "02322"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "0212" "0212" "02212" "02322" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "02323" "02321" "02422" "0212" "02323"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "0211" "0212" "02321" "0212" "02322"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01" "01" "0212" "01"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "01" "01" "02321" "02422" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "01" "01" "0233" "02321" "02321"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "0241" "0233" "0212" "01" "02323"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "02321" "02323" "02322" "01" "02324"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "0211" "0212" "0241" "02422"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "01" "02322" "01" "01" "02323"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "02323" "01" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "01" "0212" "02322" "01" "02322"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "01" "0241" "02323" "01"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "01" "01" "01" "01" "02323"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "01" "02323" "0233" "01" "02323"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "0212" "02322" "02322" "0233" "01"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "02321" "01" "0233" "02323" "0212"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01" "0212" "02212" "02212" "02322"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "02323" "0233" "01" "02323" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "02321" "0212" "02323" "02321" "02322"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01" "02321" "02322" "01" "02321"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "02322" "02324" "0212" "02322" "02422"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "0241" "0211" "01" "02323" "02321"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "0241" "02321" "01" "01" "02322"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "02321" "0212" "02324" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "02322" "02324" "02212" "01"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "01" "01" "01" "02324" "01"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "01" "0241" "02324" "01" "01"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "0212" "01" "01" "01" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "02322" "02321" "0212"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "01" "01" "02212" "01" "02323"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "01" "0241" "02311" "0211" "02322"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "0212" "02324" "01" "02324" "0241"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "01" "02322" "02322" "01" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "01" "01" "0241" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "02321" "02212" "01" "01" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "02324" "01"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "01" "01" "02324" "0233" "02321"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "01" "0211" "01" "02322" "01"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "02324" "02323" "02324" "0233" "01"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "01" "02322" "02212" "0211" "02323"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "0212" "01" "0213" "01" "02323"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "02423" "02321" "0211" "0212"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "0241" "02323" "0211" "02324" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "02324" "01" "01" "01" "02321"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "0241" "02321" "01" "01" "01"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "01" "01" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "02422" "01" "01" "02324" "02422"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "02323" "01" "0212" "0212" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "02322" "0241" "01" "01" "01"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "01" "02321" "02322" "01" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "02322" "0212" "0212" "01"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "01" "01" "01" "02422" "01"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "01" "01" "01" "02324"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "02321" "01" "01" "01" "01"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "01" "01" "02212" "02433" "01"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "02321" "01" "02323" "01" "02322"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "02422" "01" "01" "02322" "01"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "01" "02323" "02212" "02323" "02324"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "01" "0233" "02324" "02323" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "01" "0241" "01" "02324" "01"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "02323" "02321" "02323" "02323" "01"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "02322" "01" "0241" "02323" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "01" "01" "02322"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "02323" "02212" "0233" "0212" "01"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "02321" "0241" "0241" "0233" "02321"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "02422" "02322" "01" "02321" "01"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "0211" "01" "02321" "01" "02423"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "01" "01" "02311" "0233" "02321"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "0212" "01" "0212" "0212" "02323"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "02321" "0211" "01" "02322"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "02323" "01" "02321" "01"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "0241" "0233" "01" "0233" "02321"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "0241" "0233" "01" "02322" "02321"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "01" "0233" "01" "02322"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "02322" "01" "02324" "01" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01" "0213" "02323" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "01" "02323" "02321" "02324" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "01" "01" "01" "01" "02422"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "01" "0233" "02321" "01" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "01" "01" "01" "02324" "02321"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "01" "02422" "0211" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "01" "0211" "02321"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "01" "02322" "02321" "0233" "02324"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "0212" "01" "0241" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "01" "0233" "01" "02423" "01"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "01" "01" "02323" "01" "02321"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "01" "02212" "01" "0241" "01"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "02323" "02322" "02313" "0212" "0212"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "02324" "01" "02321" "0212"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "01" "01" "02322" "0233" "02323"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "02324" "0233" "0233" "01" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "02321" "02422" "01" "0211" "02324"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "0212" "02321" "01" "02321"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "0241" "01" "0233" "02324" "02322"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "02422"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "0241" "01" "02322" "01" "02322"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "02324" "02422" "02212" "01" "02322"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "02322" "02324" "01" "02322" "02323"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "01" "02322" "0233" "01"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "01" "0212" "01" "01" "02324"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "01" "02324" "02422" "02422" "01"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "02423" "01" "01" "02212" "02323"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "0212" "01" "02321" "01" "0212"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "02322" "02321" "0233" "02321" "02321"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "02321" "02212" "02323" "02212" "02321"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "02324" "01" "01" "01" "0212"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "02321" "02321" "0212" "0212" "01"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "0212" "0212" "0212" "0212" "0212"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "0212" "02422" "01" "01" "01"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "0212" "0212" "01" "02321" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "01" "0213" "01" "02323"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "01" "02323" "01" "0212"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "0212" "02234" "02321" "01" "0212"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "01" "01" "02321" "0212" "02321"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "02321" "01" "01" "01" "02423"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "02321" "02321" "02321" "0212" "01"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "02321" "02323" "02321" "02212" "0212"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "01" "01" "0212" "0212" "0212"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "01" "01" "01" "01" "01"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "01" "01" "0213" "01" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "01" "022112" "02312" "0211" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "0211" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "01" "0211" "0211" "02312"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "01" "0211" "022111" "02311" "01"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01" "01" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "0211" "022111" "02312" "0211" "01"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "0241" "01" "022111" "02322" "02322"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "02423" "022111" "0241" "0211"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "0211" "01" "0241" "02311" "0241"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "01" "02312"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "01" "0211" "01" "01" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "01" "022112" "01" "0211" "0211"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "01" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "02312" "01" "02312" "02232" "01"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "01" "01" "022111" "01" "0241"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "01" "01" "022111" "02312" "02312"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "0211" "0211" "022111" "02311" "0241"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "01" "02311" "02213" "022113" "01"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "01"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "0211" "01" "0241"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "01" "01" "02312" "01" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "02312" "01" "0211" "0211"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "01" "0211" "022111" "0211" "0211"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "01" "02213" "01" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "01" "0213" "0211" "01" "01"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "01" "02311" "02213" "0211" "01"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "0211" "01" "0211" "02311" "01"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "0241" "01"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "0241" "0241" "01" "0211"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "0211" "022111" "02212" "02312" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "02312" "02213" "02213" "02231" "01"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "0211" "01" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "0241"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "01" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "01" "01" "01" "02311" "02312"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "01" "02232" "0211" "0211" "02312"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "02312" "02233" "02312" "01"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "0241" "01" "02312" "02312" "0241"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "02312" "01" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "01" "01" "01" "01" "02312"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "01" "01" "0241" "0211" "02322"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "01" "02232" "01" "02311" "0241"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "01" "022114" "02233" "0241" "01"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "01" "0211" "0241" "01" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "0211" "02313" "02312" "01" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "01" "01" "0211" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "01" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "0211" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01" "0211" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "01" "01"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "02312" "01" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "01" "01"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "02422" "0211" "01" "01"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "01" "01" "02311" "02311" "01"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "01" "022114" "0241" "0211" "01"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "01" "02233" "022111" "0211"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "01" "0211" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "01" "0241" "01"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "0211" "01" "02311" "02213" "02322"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "01"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "02312" "01" "01" "01" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "0241" "01" "0211" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "02322" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "01" "0211" "01" "02423"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "01" "01" "0211" "022112" "02312"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "02312" "0211"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "0211"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "01" "0211" "01" "0241" "01"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "01" "02422" "022111" "02311" "0241"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "01" "02213" "02311" "02213" "01"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "01" "01" "022111" "01" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "01" "02312" "02423" "0241" "02312"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "01" "01" "01" "01"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "02221" "01" "01"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "01" "0211" "01" "01" "01"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "01" "01" "01" "01" "0211"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "0241" "02232" "01" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01" "0241" "02233" "01" "01"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "01" "01" "0241"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "01" "01" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "01" "01" "0211" "02232" "01"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "0211" "01"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "01" "01" "01" "01" "01"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "01" "01" "01"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "01" "02231" "01" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "01" "01" "01" "0241" "01"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "01" "022112" "01" "01" "01"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "0211" "01" "022112" "01" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "01" "01" "0211"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "01" "01" "01" "01" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "01" "0241" "02423"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "0241" "01" "01" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "01" "02423" "02313" "01"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "01" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "01" "022111" "022112" "01" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "01" "02231" "02231" "0211" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "01" "02231" "02231" "01" "01"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "01" "01" "01" "01"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "02312" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "01" "022112" "02213" "01"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "01" "01" "02312" "02312" "01"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "01" "022111" "02313" "022113" "01"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "01" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "01" "022112" "022111" "02423" "01"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "01" "022112" "01" "0241" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "01" "0241" "01" "01" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "01" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "0241" "0241" "01" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "01" "02213" "02423" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "01" "02232" "0241" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01" "022112" "01" "01"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "01" "02313" "01" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "0241" "01" "01" "01"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01" "02232" "01" "01" "01"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "01" "0241" "01" "02311" "0241"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "01" "01" "01" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01" "01" "022114" "01" "01"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "0241" "02233" "0211" "0211"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "01" "0241" "02212" "01" "01"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "02423" "022111" "01" "02313" "01"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01" "01" "01" "02423"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "0211" "02423" "02232" "02423"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "01" "01"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "01" "01"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "01" "022112" "01"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01" "022111" "01" "01" "0211"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "0241" "01" "01" "02423" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "02423" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "01" "02231" "01"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "01" "01" "01"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "01" "01" "01" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "01" "01" "02423" "01" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "02423" "01" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "02423" "01" "02311" "0241" "01"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "01" "02312" "022112" "02231" "01"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "01" "01" "0211" "01"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "01" "02231" "02313" "01" "01"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "01" "02213" "01" "01" "0211"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01" "0241" "0241"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "01" "022114" "02232" "01" "01"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "0211" "0211" "0241"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "01" "01" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "01" "02231" "0241" "022112" "01"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "01" "0211" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "01" "01" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "01" "0211" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "01" "02423" "02423" "022113" "01"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "02423" "01" "01" "01"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "01" "01" "01" "01"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "01" "01" "01" "01" "01"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "0241" "01" "01" "01" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "01" "02311" "01" "01" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "01" "01" "0211" "0241"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "01" "01" "02312" "0241" "0211"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "02312" "0241" "01" "0241" "0211"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01" "01" "01" "02423"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "0241" "01" "01" "01"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "0211" "0211" "02423" "0211" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "0241" "01" "01" "01" "01"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "0241" "01" "02212" "01" "0211"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "01" "02311" "0211" "0211" "01"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "0211" "01" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "0211" "01" "01" "0211" "0241"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "0211" "01" "01" "0211" "02312"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "01" "0211" "0241" "0211" "01"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01" "0211" "0241" "0241" "01"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "0211" "0241" "0241" "01" "02312"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "01" "01" "01" "0211" "01"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "01" "02312" "0211" "01" "01"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "0241" "0241" "02312" "0211" "01"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "0241" "02423" "0211" "0211" "01"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "01" "01" "01" "01" "0211"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01" "01" "0211" "0241" "0211"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "0241" "01" "0211" "01" "0241"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "01" "01" "02312" "02231" "0211"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "01" "0211" "02312" "02312"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "0241" "01" "0241" "01"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "0211" "01" "01" "02312" "0211"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "01" "02233" "01" "0211" "0211"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01" "01" "02423" "0211" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "0241" "01" "01" "01" "02312"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "0211" "01" "02312" "01" "0211"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "0241" "02311" "01" "02312" "01"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "0241" "01" "02232" "01" "01"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "02423" "0211" "01" "01" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "0211" "01" "0241" "0211" "0211"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "0211" "02312" "0241" "0241" "02312"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "0241" "01" "0211" "01" "0241"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "0211" "0241" "0241" "01" "01"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "01" "01" "02233" "0241" "0211"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "02423" "02423" "01" "0211" "02312"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "01" "0241" "0241" "0241" "01"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "0241" "01" "02312" "0211" "0241"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "02312" "02423" "01" "01" "01"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01" "01" "01" "01" "01"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "0211" "01" "01" "01" "0211"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "0211" "0241" "02312" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "0211" "01" "01" "0211" "01"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "01" "01" "02312" "0211" "02312"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "0211" "02312" "01" "01" "01"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "0211" "01" "01" "01" "0211"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "01" "0241" "0211" "01" "01"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "02312" "0241" "01" "02312" "01"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "01" "0241" "0211" "01" "0241"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "02423" "01" "01" "02423" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "0241" "0241" "0211" "0241" "0211"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "01" "01" "01" "0241" "0241"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "01" "02423" "0211" "0241" "0241"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01" "0211" "02423" "0211" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "01" "01" "01" "01" "01"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "0211" "01" "01" "0241" "0241"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "0211" "01" "022113" "01" "0241"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "01" "0211" "0241" "01" "01"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "02312" "01" "01" "0241" "01"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "02312" "02312" "01" "01" "0241"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "0211" "02312" "01" "0213" "01"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "01" "0211" "0241" "0211" "02312"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "0241" "01" "0211" "0211" "01"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "01" "02312" "01" "0241" "0211"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "02423" "02312" "02423" "0211" "01"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "01" "0241" "0211" "02423" "01"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "01" "02312" "01" "01" "0211"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01" "0213" "01" "0241" "0241"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "0211" "02423" "0241" "0211" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "01" "02423" "01" "01"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "01" "01" "01" "01" "01"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "01" "01" "01" "01" "01"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "01" "01" "01" "01" "01"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "0241" "01" "02423" "01" "01"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "01" "01" "01" "01" "01"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "01" "01" "01" "022112" "01"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01" "01" "0211" "02313" "01"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "01" "01" "01" "01" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "01" "01" "01" "01" "01"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "0211" "01" "01" "01" "01"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "01" "022111" "0211" "0211" "01"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "01" "01" "01" "01" "01"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "01" "02233" "02312" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "01" "02232" "01" "01" "01"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "0241" "0213" "01" "0211" "0241"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "01" "01" "0241" "01" "01"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "01" "01" "01" "01" "01"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "0211" "01" "01" "01" "01"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "01" "01" "01" "01" "01"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "01" "01" "0241" "01" "01"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "01" "01" "01" "02312" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "0211" "0241" "01" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "01" "01" "01" "01" "01"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "02312" "01" "022111" "01" "01"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "01" "01" "01" "01" "01"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "0241" "02213" "01" "01"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "01" "01" "01" "01" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "01" "01" "01" "01" "01"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "01" "01" "02311" "01" "01"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "0241" "01" "02232" "0213" "01"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "01" "0211" "01" "01" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "01" "01" "02233" "01" "01"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "01" "02233" "01" "01" "01"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "0211" "01" "01" "01" "01"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "01" "01" "0211" "02312" "01"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "01" "01" "01" "01" "01"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "01" "01" "01" "02312" "01"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "01" "01" "0211" "01" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "02312" "01" "02312" "01" "01"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "01" "01" "01" "01" "01"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "01" "01" "01" "01" "01"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "0211" "01" "01" "01" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "01" "01" "0241" "0211" "01"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "01" "01" "01" "01" "01"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "01" "01" "01" "0241" "0241"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "0241" "01" "01" "01"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "01" "01" "01" "01" "02423"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "01" "01" "0211" "01" "0241"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "01" "01" "01" "01" "0241"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "0211" "022113" "01" "01"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "01" "01" "01" "01" "01"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "01" "01" "01" "01" "0211"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "01" "01" "01" "01" "01"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "01" "01" "01" "0241"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "01" "01" "01" "02423" "0212"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "01" "01" "01" "01" "02312"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "01" "01" "01" "01" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "01" "01" "01" "01" "01"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "02423" "01" "02234" "02312" "01"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "01" "01" "01" "0241" "01"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "01" "01" "02311" "01" "01"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "01" "02232" "01" "01" "01"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "01" "01" "01" "01"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "01" "022111" "01" "01" "01"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "0241" "01" "01" "01" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "01" "01" "01" "0241" "01"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "0211" "01" "01" "0211" "01"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "0211" "01" "02232" "01" "01"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "01" "01" "01" "01" "01"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "01" "01" "01" "0211" "01"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "01" "01" "01" "01" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "01" "01" "01" "02233" "0211"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "01" "01" "0213" "02312" "01"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "0241" "01" "01" "01" "01"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "01" "01" "01" "01" "0241"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "01" "01" "01" "01"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "02312" "01" "01" "01" "01"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "01" "0212" "0212" "01" "0212"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "0212" "0212" "0212" "0212" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "01" "02212" "0212" "0212" "0212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "0212" "01" "01" "01" "01"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "01" "01" "01" "0212" "01"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "01" "01" "01" "022222" "0212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "0212" "01" "0212" "01" "02433"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "0212" "0212" "0212" "0212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "01" "01" "0212" "0212" "01"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "01" "0212" "022222" "0212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "01" "0212" "01" "01" "01"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "01" "0212" "01" "01" "01"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "0212" "0241" "0212" "01" "0212"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "0212" "0212" "0212" "02433" "0212"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "0212" "01" "0212" "0212" "0212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "02322" "0212" "01" "01" "01"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "0212" "0212" "0212" "022222" "01"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "01" "0212" "02433" "0213" "0212"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "01" "0212" "01" "01"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "01" "0212" "0212" "0212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "0212" "022222" "01" "0212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "0212" "0213" "0212" "0212" "0212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "0212" "0213" "0212" "01"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "01" "01" "01" "01" "01"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "01" "01" "0212" "0213" "01"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "01" "01" "01" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "01" "01" "0212" "0213" "0212"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "01" "0212" "0212" "01" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "0212" "01" "0212" "0212" "0211"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "01" "02212" "0212" "01" "0212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "01" "0212" "0212" "01" "01"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "01" "01" "0213" "0212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "01" "02433" "01" "0213" "01"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "0212" "0212" "01" "02433" "02433"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "01" "0212" "01" "01"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "01" "0212" "01" "0212" "02422"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "01" "01" "01" "01" "01"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "01" "01" "0212" "0212" "0212"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "0211" "01" "01" "02433" "01"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "02433" "0213" "02433" "0212" "0212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "0212" "01" "01" "01" "01"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "01" "0212" "0213" "0212" "01"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "0212" "0212" "01" "01" "0212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "0212" "02433" "0212" "0212" "01"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "01" "0212" "0213" "02433"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "01" "02433" "01" "01" "0212"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "01" "01" "01" "0212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "01" "0213" "01" "01" "02421"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "01" "0212" "0212" "01" "01"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "0212" "01" "0212" "01" "02433"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "01" "01" "0212" "01" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "0212" "01" "01" "01" "0212"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "0212" "022222" "01" "0212" "01"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "02433" "0212" "0212" "0212" "01"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "0241" "0212" "0212" "0212" "01"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "0212" "01" "0212" "0212" "01"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "01" "01" "0212" "01" "01"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "01" "02433" "0212" "02422" "01"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "0212" "0211" "0213" "0212" "01"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "01" "01" "01" "0212" "02433"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "01" "01" "0212" "01" "01"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "0212" "0213" "0212" "01" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "0212" "01" "0212" "01" "01"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "02433" "0212" "0212" "0212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "02432" "01" "01" "02422"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "02422" "01" "0211" "0211" "0211"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "02432" "01" "01" "02223" "02221"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "02221" "02422" "02422"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "02432" "01" "02431" "02221" "02432"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "02432" "022223" "02432" "01" "01"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "02221" "02422" "02421" "02421" "01"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "01" "01" "01" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "02422" "01" "02223" "02431" "02432"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "02432" "0211" "01" "02432" "0211"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "02221" "0211" "01" "01"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "02221" "02431" "01" "02432" "02221"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "02221" "02432" "022224" "02221" "0241"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "0241" "0211" "02432" "01" "0211"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "01" "02422" "02431" "01" "02421"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "01" "01" "02421" "02432" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "01" "02432" "02223" "01" "01"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "01" "01" "022223" "01" "02221"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "02431" "02213" "022221" "02421" "02432"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "02431" "02421" "02432" "02422" "02431"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "02221" "02223" "0211" "02421" "01"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "02431" "02431" "0211" "02431" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "01" "02422" "02421" "02421" "01"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "02431" "01" "02422" "02422" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "02421" "02432" "02432" "02421" "02221"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "01" "02421" "0213" "02421" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "01" "02221" "01" "02223" "01"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "02431" "02421" "02221" "02421" "0211"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "02221" "02421" "02422" "02221" "02432"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "02221" "02431" "0211" "02221" "02422"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "02432" "02221" "02221" "0211" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "0211" "0213" "0211" "01" "01"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "02422" "01" "02422" "01"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "0211" "02421" "022224" "02422" "02421"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "0211" "02221" "02421" "02221" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "01" "02422" "02421" "02431" "02432"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "01" "02421" "02421" "01"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "02221" "02422" "01" "01"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "02432" "02432" "01" "02421" "02421"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "02431" "02432" "0211" "01" "02221"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "02421" "02221" "01" "02433"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "02431" "02432" "02422" "02431" "02431"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "02432" "022223" "02221" "01" "0241"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "02422" "01" "02221" "02221" "01"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "02422" "01" "022221" "02223" "01"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "02421" "0211" "02421" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "02422" "02421" "02421" "02421" "0211"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "02221" "02221" "0211" "02421" "01"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "0211" "02213" "02421" "02432" "02312"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "02221" "01" "0213" "022221" "02221"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "02221" "02433" "02432" "01" "02432"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "0211" "01" "0211" "022223" "01"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "01" "02221"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "0211" "02431" "02421" "01" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "01" "01" "02223" "02221" "01"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "01" "01" "022224" "02421"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "02431" "02431" "02421" "02221"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "02221" "02431" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "02431" "02223" "02432" "01" "02221"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "01" "02432" "02431" "02422" "0211"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "02221" "02421" "01" "0211" "02221"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "02221" "02221" "02432" "01" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "02431" "01" "02221" "02312" "02422"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "01" "0211" "02422"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "02431" "0211" "02432" "02431" "02422"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "02432" "02431" "02221" "02422" "02432"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "02221" "022221" "01" "01" "02221"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "01" "0241" "02421" "0211"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "02422" "02221" "02431" "02421" "01"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "02422" "02421" "02431" "02221"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "01" "01" "0241" "02221" "01"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "02432" "01" "02221" "01" "02422"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "02221" "022224" "01" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "01" "01" "01" "01" "01"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "02421" "02221" "02431" "02421" "02432"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "01" "0211" "02422" "022221" "0211"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "0211" "01" "02221" "02221"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "02422" "01" "01" "01" "02422"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "01" "02221" "02432" "01" "01"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "02432" "02432"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "02432" "01" "0211" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "0211" "01" "01" "02312" "02432"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "01" "02221" "02431" "01" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "01" "02221" "02422" "0211"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "02221" "02221" "02221" "01" "02221"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "01" "01" "01" "01" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "02421" "02312" "0213" "02313" "02431"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "02421" "0211" "022224" "01" "02422"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "02221" "02422" "02431" "022223" "0211"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "02221" "01" "02221" "0241" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "01" "022223" "022223" "02431" "01"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "01" "02432" "02431" "022221" "01"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "02432" "02312" "01" "0211" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "02421" "01" "01" "02431" "02221"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "01" "02432" "01" "02431" "02432"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "02431" "01" "02422" "01" "01"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "02421" "01" "02422" "02421" "01"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "02421" "01" "02431" "01" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "02431" "02221" "02421" "0211" "02431"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "02221" "0211" "01" "02422" "02221"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "02221" "01" "022221" "022221" "01"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "02221" "02221" "0211" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "02421" "02421" "0211" "02431" "0211"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "01" "0211" "02223" "01" "02431"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "02221" "02422" "01" "02422" "02431"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "02221" "022221" "02432" "02221" "02422"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "02221" "02431" "02213" "0211" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "01" "02223" "022221" "02431" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "01" "02431" "022224" "02221" "01"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "01" "02432" "02431" "01"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "01" "02213" "022221" "0211" "02421"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "01" "02432" "02431" "01" "02221"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "02431" "02432" "01"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "01" "02431" "01" "02221"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "02221" "01" "01" "01" "02221"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "01" "022221" "02421" "02213" "02221"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "02432" "01" "01" "01" "02312"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "02432" "02431" "022221" "02422" "02431"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "02431" "02212" "02422" "01" "02312"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "02422" "01" "02431" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "02422" "01" "02432" "02221" "01"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "02421" "02221" "02431" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "01" "02431" "01" "02431" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "02422" "01" "022224" "02432" "02221"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "02312" "02432" "0211" "01"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "02432" "02431" "02221" "02422"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "01" "02221" "01" "0211" "02221"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "02221" "01" "02422" "0211" "02422"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "0211" "01" "02213" "01" "02221"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "0211" "02421" "02431" "02223" "01"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "02432" "02221" "01" "02221" "0211"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "01" "02422" "01"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "02421" "02432" "02422" "02221" "02422"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "02221" "01" "01" "01" "02421"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "0211" "02432" "02221" "022221" "02431"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "02221" "02431" "02422" "01"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "02221" "0211" "0241" "022221" "01"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01" "02421" "01" "02421" "0241"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "02422" "0211" "02223" "02221" "01"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "02422" "02221" "02221" "022224" "01"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "02431" "02431" "02432" "0211" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "02221" "02431" "02432"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "02221" "02432" "02432" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "02421" "01" "02421" "0211" "02421"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "02221" "0211" "01" "01" "02221"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "01" "01" "01" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "02431" "02432" "02221" "02421" "02421"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "02221" "02431" "02421" "02313" "01"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "02221" "02221" "01" "02422" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "02431" "0211" "0211" "02422" "01"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "01" "02422" "02221" "01" "01"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "02432" "02312" "02422" "02223" "01"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "02431" "02422" "01" "02432"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "02422" "02432" "01" "02432"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 2828))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "01" "01" "01" "01" "01"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "01" "0212" "0212" "02212" "02324"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "0212" "02322" "02322" "02321" "02323"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "024" "01" "0212"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "01" "01" "01" "0212" "024"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "02322" "02321" "0213" "02212" "01"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "02321" "01" "01" "02321" "024"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "01" "02212" "02324" "02322" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "0212" "01" "02323" "0212" "024"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "01" "02321" "02323" "02212" "01"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "02321" "02323" "0233" "024"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "02323" "02323" "02322" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024" "01" "01" "01" "01"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "0212" "02321" "01" "0212" "02322"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "02322" "0233" "01" "02324" "024"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "01" "0233" "0212" "024" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "02324" "01" "01" "02324" "0212"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "01" "024" "01" "0233" "0211"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "01" "02322" "01" "02323" "01"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "0212" "01" "02321" "01" "01"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "02324" "02321" "01" "02324" "02321"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "02321" "02212" "0211" "01"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "0212" "02321" "024" "01" "024"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "01" "0212" "0233" "01" "01"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "02322" "0212" "01" "02321" "01"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "01" "02324" "02323" "02324" "01"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "01" "0212" "024" "02321"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "01" "02321" "01" "01" "01"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "024" "01" "01" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "01"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "02322" "0212" "02212" "01" "0212"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "0212" "01" "02324" "0212"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "01" "02321" "01" "02324" "0212"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "02324" "01" "01" "0211" "02323"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "0212" "02321" "0233" "024" "02323"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "02321" "0233" "02324"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "01" "0212" "01" "0212" "02324"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "02321" "02323" "0233" "02322" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "024" "02212" "01" "02322" "02321"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "01" "024" "02321" "01" "024"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "02321" "01" "01" "02321" "0212"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "02322" "0233" "01" "0212" "01"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "02322" "02322" "0233" "0212" "0211"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "01" "0233" "02321" "0233" "0211"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "02323" "01" "01" "0211" "01"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "01" "01" "0233" "0212" "02324"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "02322" "0212" "02323" "01" "02322"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "0212" "0212" "02212" "02322" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "02323" "02321" "024" "0212" "02323"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "0211" "0212" "02321" "0212" "02322"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01" "01" "0212" "01"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "01" "01" "02321" "024" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "01" "01" "0233" "02321" "02321"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "024" "0233" "0212" "01" "02323"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "02321" "02323" "02322" "01" "02324"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "0211" "0212" "024" "024"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "01" "02322" "01" "01" "02323"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "02323" "01" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "01" "0212" "02322" "01" "02322"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "01" "024" "02323" "01"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "01" "01" "01" "01" "02323"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "01" "02323" "0233" "01" "02323"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "0212" "02322" "02322" "0233" "01"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "02321" "01" "0233" "02323" "0212"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01" "0212" "02212" "02212" "02322"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "02323" "0233" "01" "02323" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "02321" "0212" "02323" "02321" "02322"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01" "02321" "02322" "01" "02321"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "02322" "02324" "0212" "02322" "024"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "024" "0211" "01" "02323" "02321"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "024" "02321" "01" "01" "02322"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "02321" "0212" "02324" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "02322" "02324" "02212" "01"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "01" "01" "01" "02324" "01"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "01" "024" "02324" "01" "01"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "0212" "01" "01" "01" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "02322" "02321" "0212"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "01" "01" "02212" "01" "02323"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "01" "024" "02311" "0211" "02322"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "0212" "02324" "01" "02324" "024"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "01" "02322" "02322" "01" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "01" "01" "024" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "02321" "02212" "01" "01" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "02324" "01"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "01" "01" "02324" "0233" "02321"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "01" "0211" "01" "02322" "01"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "02324" "02323" "02324" "0233" "01"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "01" "02322" "02212" "0211" "02323"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "0212" "01" "0213" "01" "02323"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "024" "02321" "0211" "0212"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "024" "02323" "0211" "02324" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "02324" "01" "01" "01" "02321"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "024" "02321" "01" "01" "01"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "01" "01" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024" "01" "01" "02324" "024"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "02323" "01" "0212" "0212" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "02322" "024" "01" "01" "01"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "01" "02321" "02322" "01" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "02322" "0212" "0212" "01"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "01" "01" "01" "024" "01"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "01" "01" "01" "02324"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "02321" "01" "01" "01" "01"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "01" "01" "02212" "024" "01"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "02321" "01" "02323" "01" "02322"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024" "01" "01" "02322" "01"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "01" "02323" "02212" "02323" "02324"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "01" "0233" "02324" "02323" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "01" "024" "01" "02324" "01"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "02323" "02321" "02323" "02323" "01"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "02322" "01" "024" "02323" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "01" "01" "02322"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "02323" "02212" "0233" "0212" "01"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "02321" "024" "024" "0233" "02321"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024" "02322" "01" "02321" "01"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "0211" "01" "02321" "01" "024"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "01" "01" "02311" "0233" "02321"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "0212" "01" "0212" "0212" "02323"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "02321" "0211" "01" "02322"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "02323" "01" "02321" "01"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "024" "0233" "01" "0233" "02321"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "024" "0233" "01" "02322" "02321"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "01" "0233" "01" "02322"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "02322" "01" "02324" "01" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01" "0213" "02323" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "01" "02323" "02321" "02324" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "01" "01" "01" "01" "024"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "01" "0233" "02321" "01" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "01" "01" "01" "02324" "02321"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "01" "024" "0211" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "01" "0211" "02321"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "01" "02322" "02321" "0233" "02324"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "0212" "01" "024" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "01" "0233" "01" "024" "01"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "01" "01" "02323" "01" "02321"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "01" "02212" "01" "024" "01"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "02323" "02322" "02313" "0212" "0212"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "02324" "01" "02321" "0212"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "01" "01" "02322" "0233" "02323"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "02324" "0233" "0233" "01" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "02321" "024" "01" "0211" "02324"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "0212" "02321" "01" "02321"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "024" "01" "0233" "02324" "02322"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "024"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "024" "01" "02322" "01" "02322"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "02324" "024" "02212" "01" "02322"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "02322" "02324" "01" "02322" "02323"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "01" "02322" "0233" "01"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "01" "0212" "01" "01" "02324"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "01" "02324" "024" "024" "01"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "024" "01" "01" "02212" "02323"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "0212" "01" "02321" "01" "0212"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "02322" "02321" "0233" "02321" "02321"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "02321" "02212" "02323" "02212" "02321"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "02324" "01" "01" "01" "0212"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "02321" "02321" "0212" "0212" "01"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "0212" "0212" "0212" "0212" "0212"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "0212" "024" "01" "01" "01"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "0212" "0212" "01" "02321" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "01" "0213" "01" "02323"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "01" "02323" "01" "0212"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "0212" "02234" "02321" "01" "0212"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "01" "01" "02321" "0212" "02321"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "02321" "01" "01" "01" "024"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "02321" "02321" "02321" "0212" "01"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "02321" "02323" "02321" "02212" "0212"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "01" "01" "0212" "0212" "0212"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "01" "01" "01" "01" "01"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "01" "01" "0213" "01" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "01" "022112" "02312" "0211" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "0211" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "01" "0211" "0211" "02312"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "01" "0211" "022111" "02311" "01"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01" "01" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "0211" "022111" "02312" "0211" "01"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "024" "01" "022111" "02322" "02322"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "024" "022111" "024" "0211"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "0211" "01" "024" "02311" "024"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "01" "02312"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "01" "0211" "01" "01" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "01" "022112" "01" "0211" "0211"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "01" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "02312" "01" "02312" "02232" "01"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "01" "01" "022111" "01" "024"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "01" "01" "022111" "02312" "02312"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "0211" "0211" "022111" "02311" "024"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "01" "02311" "02213" "022113" "01"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "01"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "0211" "01" "024"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "01" "01" "02312" "01" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "02312" "01" "0211" "0211"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "01" "0211" "022111" "0211" "0211"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "01" "02213" "01" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "01" "0213" "0211" "01" "01"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "01" "02311" "02213" "0211" "01"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "0211" "01" "0211" "02311" "01"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "024" "01"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "024" "024" "01" "0211"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "0211" "022111" "02212" "02312" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "02312" "02213" "02213" "02231" "01"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "0211" "01" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "024"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "01" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "01" "01" "01" "02311" "02312"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "01" "02232" "0211" "0211" "02312"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "02312" "02233" "02312" "01"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "024" "01" "02312" "02312" "024"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "02312" "01" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "01" "01" "01" "01" "02312"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "01" "01" "024" "0211" "02322"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "01" "02232" "01" "02311" "024"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "01" "022114" "02233" "024" "01"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "01" "0211" "024" "01" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "0211" "02313" "02312" "01" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "01" "01" "0211" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "01" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "0211" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01" "0211" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "01" "01"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "02312" "01" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "01" "01"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "024" "0211" "01" "01"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "01" "01" "02311" "02311" "01"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "01" "022114" "024" "0211" "01"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "01" "02233" "022111" "0211"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "01" "0211" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "01" "024" "01"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "0211" "01" "02311" "02213" "02322"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "01"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "02312" "01" "01" "01" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "024" "01" "0211" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "02322" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "01" "0211" "01" "024"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "01" "01" "0211" "022112" "02312"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "02312" "0211"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "0211"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "01" "0211" "01" "024" "01"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "01" "024" "022111" "02311" "024"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "01" "02213" "02311" "02213" "01"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "01" "01" "022111" "01" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "01" "02312" "024" "024" "02312"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "01" "01" "01" "01"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "02221" "01" "01"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "01" "0211" "01" "01" "01"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "01" "01" "01" "01" "0211"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "024" "02232" "01" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01" "024" "02233" "01" "01"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "01" "01" "024"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "01" "01" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "01" "01" "0211" "02232" "01"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "0211" "01"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "01" "01" "01" "01" "01"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "01" "01" "01"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "01" "02231" "01" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "01" "01" "01" "024" "01"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "01" "022112" "01" "01" "01"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "0211" "01" "022112" "01" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "01" "01" "0211"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "01" "01" "01" "01" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "01" "024" "024"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "024" "01" "01" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "01" "024" "02313" "01"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "01" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "01" "022111" "022112" "01" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "01" "02231" "02231" "0211" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "01" "02231" "02231" "01" "01"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "01" "01" "01" "01"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "02312" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "01" "022112" "02213" "01"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "01" "01" "02312" "02312" "01"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "01" "022111" "02313" "022113" "01"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "01" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "01" "022112" "022111" "024" "01"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "01" "022112" "01" "024" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "01" "024" "01" "01" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "01" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "024" "024" "01" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "01" "02213" "024" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "01" "02232" "024" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01" "022112" "01" "01"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "01" "02313" "01" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "024" "01" "01" "01"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01" "02232" "01" "01" "01"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "01" "024" "01" "02311" "024"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "01" "01" "01" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01" "01" "022114" "01" "01"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "024" "02233" "0211" "0211"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "01" "024" "02212" "01" "01"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "024" "022111" "01" "02313" "01"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01" "01" "01" "024"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "0211" "024" "02232" "024"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "01" "01"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "01" "01"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "01" "022112" "01"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01" "022111" "01" "01" "0211"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "024" "01" "01" "024" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "024" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "01" "02231" "01"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "01" "01" "01"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "01" "01" "01" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "01" "01" "024" "01" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "024" "01" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "024" "01" "02311" "024" "01"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "01" "02312" "022112" "02231" "01"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "01" "01" "0211" "01"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "01" "02231" "02313" "01" "01"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "01" "02213" "01" "01" "0211"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01" "024" "024"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "01" "022114" "02232" "01" "01"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "0211" "0211" "024"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "01" "01" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "01" "02231" "024" "022112" "01"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "01" "0211" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "01" "01" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "01" "0211" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "01" "024" "024" "022113" "01"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "024" "01" "01" "01"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "01" "01" "01" "01"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "01" "01" "01" "01" "01"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "024" "01" "01" "01" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "01" "02311" "01" "01" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "01" "01" "0211" "024"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "01" "01" "02312" "024" "0211"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "02312" "024" "01" "024" "0211"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01" "01" "01" "024"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "024" "01" "01" "01"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "0211" "0211" "024" "0211" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "024" "01" "01" "01" "01"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "024" "01" "02212" "01" "0211"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "01" "02311" "0211" "0211" "01"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "0211" "01" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "0211" "01" "01" "0211" "024"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "0211" "01" "01" "0211" "02312"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "01" "0211" "024" "0211" "01"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01" "0211" "024" "024" "01"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "0211" "024" "024" "01" "02312"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "01" "01" "01" "0211" "01"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "01" "02312" "0211" "01" "01"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "024" "024" "02312" "0211" "01"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "024" "024" "0211" "0211" "01"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "01" "01" "01" "01" "0211"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01" "01" "0211" "024" "0211"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "024" "01" "0211" "01" "024"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "01" "01" "02312" "02231" "0211"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "01" "0211" "02312" "02312"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "024" "01" "024" "01"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "0211" "01" "01" "02312" "0211"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "01" "02233" "01" "0211" "0211"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01" "01" "024" "0211" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "024" "01" "01" "01" "02312"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "0211" "01" "02312" "01" "0211"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "024" "02311" "01" "02312" "01"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "024" "01" "02232" "01" "01"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "024" "0211" "01" "01" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "0211" "01" "024" "0211" "0211"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "0211" "02312" "024" "024" "02312"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "024" "01" "0211" "01" "024"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "0211" "024" "024" "01" "01"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "01" "01" "02233" "024" "0211"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "024" "024" "01" "0211" "02312"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "01" "024" "024" "024" "01"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "024" "01" "02312" "0211" "024"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "02312" "024" "01" "01" "01"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01" "01" "01" "01" "01"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "0211" "01" "01" "01" "0211"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "0211" "024" "02312" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "0211" "01" "01" "0211" "01"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "01" "01" "02312" "0211" "02312"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "0211" "02312" "01" "01" "01"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "0211" "01" "01" "01" "0211"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "01" "024" "0211" "01" "01"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "02312" "024" "01" "02312" "01"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "01" "024" "0211" "01" "024"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "024" "01" "01" "024" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "024" "024" "0211" "024" "0211"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "01" "01" "01" "024" "024"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "01" "024" "0211" "024" "024"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01" "0211" "024" "0211" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "01" "01" "01" "01" "01"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "0211" "01" "01" "024" "024"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "0211" "01" "022113" "01" "024"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "01" "0211" "024" "01" "01"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "02312" "01" "01" "024" "01"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "02312" "02312" "01" "01" "024"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "0211" "02312" "01" "0213" "01"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "01" "0211" "024" "0211" "02312"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "024" "01" "0211" "0211" "01"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "01" "02312" "01" "024" "0211"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "024" "02312" "024" "0211" "01"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "01" "024" "0211" "024" "01"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "01" "02312" "01" "01" "0211"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01" "0213" "01" "024" "024"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "0211" "024" "024" "0211" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "01" "024" "01" "01"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "01" "01" "01" "01" "01"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "01" "01" "01" "01" "01"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "01" "01" "01" "01" "01"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "024" "01" "024" "01" "01"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "01" "01" "01" "01" "01"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "01" "01" "01" "022112" "01"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01" "01" "0211" "02313" "01"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "01" "01" "01" "01" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "01" "01" "01" "01" "01"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "0211" "01" "01" "01" "01"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "01" "022111" "0211" "0211" "01"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "01" "01" "01" "01" "01"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "01" "02233" "02312" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "01" "02232" "01" "01" "01"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "024" "0213" "01" "0211" "024"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "01" "01" "024" "01" "01"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "01" "01" "01" "01" "01"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "0211" "01" "01" "01" "01"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "01" "01" "01" "01" "01"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "01" "01" "024" "01" "01"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "01" "01" "01" "02312" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "0211" "024" "01" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "01" "01" "01" "01" "01"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "02312" "01" "022111" "01" "01"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "01" "01" "01" "01" "01"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "024" "02213" "01" "01"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "01" "01" "01" "01" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "01" "01" "01" "01" "01"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "01" "01" "02311" "01" "01"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "024" "01" "02232" "0213" "01"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "01" "0211" "01" "01" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "01" "01" "02233" "01" "01"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "01" "02233" "01" "01" "01"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "0211" "01" "01" "01" "01"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "01" "01" "0211" "02312" "01"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "01" "01" "01" "01" "01"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "01" "01" "01" "02312" "01"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "01" "01" "0211" "01" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "02312" "01" "02312" "01" "01"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "01" "01" "01" "01" "01"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "01" "01" "01" "01" "01"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "0211" "01" "01" "01" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "01" "01" "024" "0211" "01"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "01" "01" "01" "01" "01"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "01" "01" "01" "024" "024"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "024" "01" "01" "01"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "01" "01" "01" "01" "024"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "01" "01" "0211" "01" "024"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "01" "01" "01" "01" "024"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "0211" "022113" "01" "01"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "01" "01" "01" "01" "01"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "01" "01" "01" "01" "0211"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "01" "01" "01" "01" "01"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "01" "01" "01" "024"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "01" "01" "01" "024" "0212"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "01" "01" "01" "01" "02312"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "01" "01" "01" "01" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "01" "01" "01" "01" "01"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "024" "01" "02234" "02312" "01"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "01" "01" "01" "024" "01"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "01" "01" "02311" "01" "01"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "01" "02232" "01" "01" "01"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "01" "01" "01" "01"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "01" "022111" "01" "01" "01"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "024" "01" "01" "01" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "01" "01" "01" "024" "01"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "0211" "01" "01" "0211" "01"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "0211" "01" "02232" "01" "01"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "01" "01" "01" "01" "01"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "01" "01" "01" "0211" "01"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "01" "01" "01" "01" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "01" "01" "01" "02233" "0211"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "01" "01" "0213" "02312" "01"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "024" "01" "01" "01" "01"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "01" "01" "01" "01" "024"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "01" "01" "01" "01"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "02312" "01" "01" "01" "01"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "01" "0212" "0212" "01" "0212"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "0212" "0212" "0212" "0212" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "01" "02212" "0212" "0212" "0212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "0212" "01" "01" "01" "01"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "01" "01" "01" "0212" "01"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "01" "01" "01" "022222" "0212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "0212" "01" "0212" "01" "024"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "0212" "0212" "0212" "0212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "01" "01" "0212" "0212" "01"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "01" "0212" "022222" "0212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "01" "0212" "01" "01" "01"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "01" "0212" "01" "01" "01"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "0212" "024" "0212" "01" "0212"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "0212" "0212" "0212" "024" "0212"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "0212" "01" "0212" "0212" "0212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "02322" "0212" "01" "01" "01"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "0212" "0212" "0212" "022222" "01"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "01" "0212" "024" "0213" "0212"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "01" "0212" "01" "01"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "01" "0212" "0212" "0212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "0212" "022222" "01" "0212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "0212" "0213" "0212" "0212" "0212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "0212" "0213" "0212" "01"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "01" "01" "01" "01" "01"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "01" "01" "0212" "0213" "01"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "01" "01" "01" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "01" "01" "0212" "0213" "0212"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "01" "0212" "0212" "01" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "0212" "01" "0212" "0212" "0211"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "01" "02212" "0212" "01" "0212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "01" "0212" "0212" "01" "01"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "01" "01" "0213" "0212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "01" "024" "01" "0213" "01"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "0212" "0212" "01" "024" "024"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "01" "0212" "01" "01"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "01" "0212" "01" "0212" "024"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "01" "01" "01" "01" "01"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "01" "01" "0212" "0212" "0212"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "0211" "01" "01" "024" "01"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "024" "0213" "024" "0212" "0212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "0212" "01" "01" "01" "01"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "01" "0212" "0213" "0212" "01"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "0212" "0212" "01" "01" "0212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "0212" "024" "0212" "0212" "01"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "01" "0212" "0213" "024"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "01" "024" "01" "01" "0212"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "01" "01" "01" "0212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "01" "0213" "01" "01" "024"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "01" "0212" "0212" "01" "01"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "0212" "01" "0212" "01" "024"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "01" "01" "0212" "01" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "0212" "01" "01" "01" "0212"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "0212" "022222" "01" "0212" "01"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "024" "0212" "0212" "0212" "01"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "024" "0212" "0212" "0212" "01"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "0212" "01" "0212" "0212" "01"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "01" "01" "0212" "01" "01"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "01" "024" "0212" "024" "01"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "0212" "0211" "0213" "0212" "01"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "01" "01" "01" "0212" "024"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "01" "01" "0212" "01" "01"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "0212" "0213" "0212" "01" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "0212" "01" "0212" "01" "01"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "024" "0212" "0212" "0212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "024" "01" "01" "024"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024" "01" "0211" "0211" "0211"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "024" "01" "01" "02223" "02221"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "02221" "024" "024"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "024" "01" "024" "02221" "024"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "024" "022223" "024" "01" "01"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "02221" "024" "024" "024" "01"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "01" "01" "01" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024" "01" "02223" "024" "024"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "024" "0211" "01" "024" "0211"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "02221" "0211" "01" "01"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "02221" "024" "01" "024" "02221"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "02221" "024" "022224" "02221" "024"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "024" "0211" "024" "01" "0211"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "01" "024" "024" "01" "024"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "01" "01" "024" "024" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "01" "024" "02223" "01" "01"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "01" "01" "022223" "01" "02221"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "024" "02213" "022221" "024" "024"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "02221" "02223" "0211" "024" "01"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "024" "024" "0211" "024" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "01" "024" "024" "024" "01"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "024" "01" "024" "024" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "024" "024" "024" "024" "02221"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "01" "024" "0213" "024" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "01" "02221" "01" "02223" "01"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "024" "024" "02221" "024" "0211"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "02221" "024" "024" "02221" "024"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "02221" "024" "0211" "02221" "024"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "024" "02221" "02221" "0211" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "0211" "0213" "0211" "01" "01"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024" "01" "024" "01"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "0211" "024" "022224" "024" "024"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "0211" "02221" "024" "02221" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "01" "024" "024" "024" "024"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "01" "024" "024" "01"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "02221" "024" "01" "01"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "024" "024" "01" "024" "024"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "024" "024" "0211" "01" "02221"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "024" "02221" "01" "024"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "024" "022223" "02221" "01" "024"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024" "01" "02221" "02221" "01"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024" "01" "022221" "02223" "01"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "024" "0211" "024" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024" "024" "024" "024" "0211"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "02221" "02221" "0211" "024" "01"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "0211" "02213" "024" "024" "02312"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "02221" "01" "0213" "022221" "02221"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "02221" "024" "024" "01" "024"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "0211" "01" "0211" "022223" "01"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "01" "02221"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "0211" "024" "024" "01" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "01" "01" "02223" "02221" "01"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "01" "01" "022224" "024"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "024" "024" "024" "02221"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "02221" "024" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "024" "02223" "024" "01" "02221"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "01" "024" "024" "024" "0211"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "02221" "024" "01" "0211" "02221"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "02221" "02221" "024" "01" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "024" "01" "02221" "02312" "024"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "01" "0211" "024"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "024" "0211" "024" "024" "024"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "024" "024" "02221" "024" "024"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "02221" "022221" "01" "01" "02221"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "01" "024" "024" "0211"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024" "02221" "024" "024" "01"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024" "024" "024" "02221"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "01" "01" "024" "02221" "01"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "024" "01" "02221" "01" "024"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "02221" "022224" "01" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "01" "01" "01" "01" "01"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "024" "02221" "024" "024" "024"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "01" "0211" "024" "022221" "0211"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "0211" "01" "02221" "02221"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024" "01" "01" "01" "024"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "01" "02221" "024" "01" "01"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "024" "024"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "024" "01" "0211" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "0211" "01" "01" "02312" "024"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "01" "02221" "024" "01" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "01" "02221" "024" "0211"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "02221" "02221" "02221" "01" "02221"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "01" "01" "01" "01" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "024" "02312" "0213" "02313" "024"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "024" "0211" "022224" "01" "024"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "02221" "024" "024" "022223" "0211"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "02221" "01" "02221" "024" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "01" "022223" "022223" "024" "01"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "01" "024" "024" "022221" "01"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "024" "02312" "01" "0211" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "024" "01" "01" "024" "02221"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "024" "01" "024" "01" "01"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "024" "01" "024" "024" "01"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "024" "01" "024" "01" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "024" "02221" "024" "0211" "024"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "02221" "0211" "01" "024" "02221"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "02221" "01" "022221" "022221" "01"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "02221" "02221" "0211" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "024" "024" "0211" "024" "0211"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "01" "0211" "02223" "01" "024"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "02221" "024" "01" "024" "024"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "02221" "022221" "024" "02221" "024"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "02221" "024" "02213" "0211" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "01" "02223" "022221" "024" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "01" "024" "022224" "02221" "01"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "01" "024" "024" "01"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "01" "02213" "022221" "0211" "024"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "01" "024" "024" "01" "02221"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "024" "024" "01"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "01" "024" "01" "02221"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "02221" "01" "01" "01" "02221"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "01" "022221" "024" "02213" "02221"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "024" "01" "01" "01" "02312"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "024" "024" "022221" "024" "024"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "024" "02212" "024" "01" "02312"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "024" "01" "024" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024" "01" "024" "02221" "01"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "024" "02221" "024" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "01" "024" "01" "024" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024" "01" "022224" "024" "02221"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "02312" "024" "0211" "01"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "024" "024" "02221" "024"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "01" "02221" "01" "0211" "02221"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "02221" "01" "024" "0211" "024"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "0211" "01" "02213" "01" "02221"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "0211" "024" "024" "02223" "01"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "024" "02221" "01" "02221" "0211"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "01" "024" "01"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "024" "024" "024" "02221" "024"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "02221" "01" "01" "01" "024"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "0211" "024" "02221" "022221" "024"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "02221" "024" "024" "01"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "02221" "0211" "024" "022221" "01"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024" "0211" "02223" "02221" "01"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024" "02221" "02221" "022224" "01"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "024" "024" "024" "0211" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "02221" "024" "024"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "02221" "024" "024" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "024" "01" "024" "0211" "024"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "02221" "0211" "01" "01" "02221"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "01" "01" "01" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "024" "024" "02221" "024" "024"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "02221" "024" "024" "02313" "01"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "02221" "02221" "01" "024" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "024" "0211" "0211" "024" "01"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "01" "024" "02221" "01" "01"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "024" "02312" "024" "02223" "01"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "024" "024" "01" "024"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024" "024" "01" "024"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 3093))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "01" "01" "01" "01" "01"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "01" "0212" "0212" "02212" "0232"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "0212" "0232" "0232" "0232" "0232"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "024" "01" "0212"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "01" "01" "01" "0212" "024"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "0232" "0232" "0213" "02212" "01"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "0232" "01" "01" "0232" "024"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "01" "02212" "0232" "0232" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "0212" "01" "0232" "0212" "024"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "01" "0232" "0232" "02212" "01"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "0232" "0232" "0233" "024"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "0232" "0232" "0232" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024" "01" "01" "01" "01"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "0212" "0232" "01" "0212" "0232"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "0232" "0233" "01" "0232" "024"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "01" "0233" "0212" "024" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "0232" "01" "01" "0232" "0212"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "01" "024" "01" "0233" "0211"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "01" "0232" "01" "0232" "01"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "0212" "01" "0232" "01" "01"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "0232" "0232" "01" "0232" "0232"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "0232" "02212" "0211" "01"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "0212" "0232" "024" "01" "024"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "01" "0212" "0233" "01" "01"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "0232" "0212" "01" "0232" "01"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "01" "0232" "0232" "0232" "01"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "01" "0212" "024" "0232"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "01" "0232" "01" "01" "01"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "024" "01" "01" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "01"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "0232" "0212" "02212" "01" "0212"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "0212" "01" "0232" "0212"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "01" "0232" "01" "0232" "0212"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "0232" "01" "01" "0211" "0232"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "0212" "0232" "0233" "024" "0232"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "0232" "0233" "0232"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "01" "0212" "01" "0212" "0232"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "0232" "0232" "0233" "0232" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "024" "02212" "01" "0232" "0232"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "01" "024" "0232" "01" "024"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "0232" "01" "01" "0232" "0212"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "0232" "0233" "01" "0212" "01"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "0232" "0232" "0233" "0212" "0211"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "01" "0233" "0232" "0233" "0211"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "0232" "01" "01" "0211" "01"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "01" "01" "0233" "0212" "0232"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "0232" "0212" "0232" "01" "0232"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "0212" "0212" "02212" "0232" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "0232" "0232" "024" "0212" "0232"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "0211" "0212" "0232" "0212" "0232"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01" "01" "0212" "01"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "01" "01" "0232" "024" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "01" "01" "0233" "0232" "0232"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "024" "0233" "0212" "01" "0232"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "0232" "0232" "0232" "01" "0232"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "0211" "0212" "024" "024"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "01" "0232" "01" "01" "0232"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "0232" "01" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "01" "0212" "0232" "01" "0232"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "01" "024" "0232" "01"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "01" "01" "01" "01" "0232"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "01" "0232" "0233" "01" "0232"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "0212" "0232" "0232" "0233" "01"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "0232" "01" "0233" "0232" "0212"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01" "0212" "02212" "02212" "0232"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "0232" "0233" "01" "0232" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "0232" "0212" "0232" "0232" "0232"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01" "0232" "0232" "01" "0232"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "0232" "0232" "0212" "0232" "024"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "024" "0211" "01" "0232" "0232"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "024" "0232" "01" "01" "0232"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "0232" "0212" "0232" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "0232" "0232" "02212" "01"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "01" "01" "01" "0232" "01"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "01" "024" "0232" "01" "01"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "0212" "01" "01" "01" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "0232" "0232" "0212"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "01" "01" "02212" "01" "0232"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "01" "024" "02311" "0211" "0232"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "0212" "0232" "01" "0232" "024"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "01" "0232" "0232" "01" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "01" "01" "024" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "0232" "02212" "01" "01" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "0232" "01"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "01" "01" "0232" "0233" "0232"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "01" "0211" "01" "0232" "01"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "0232" "0232" "0232" "0233" "01"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "01" "0232" "02212" "0211" "0232"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "0212" "01" "0213" "01" "0232"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "024" "0232" "0211" "0212"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "024" "0232" "0211" "0232" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "0232" "01" "01" "01" "0232"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "024" "0232" "01" "01" "01"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "01" "01" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024" "01" "01" "0232" "024"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "0232" "01" "0212" "0212" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "0232" "024" "01" "01" "01"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "01" "0232" "0232" "01" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "0232" "0212" "0212" "01"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "01" "01" "01" "024" "01"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "01" "01" "01" "0232"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "0232" "01" "01" "01" "01"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "01" "01" "02212" "024" "01"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "0232" "01" "0232" "01" "0232"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024" "01" "01" "0232" "01"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "01" "0232" "02212" "0232" "0232"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "01" "0233" "0232" "0232" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "01" "024" "01" "0232" "01"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "0232" "0232" "0232" "0232" "01"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "0232" "01" "024" "0232" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "01" "01" "0232"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "0232" "02212" "0233" "0212" "01"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "0232" "024" "024" "0233" "0232"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024" "0232" "01" "0232" "01"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "0211" "01" "0232" "01" "024"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "01" "01" "02311" "0233" "0232"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "0212" "01" "0212" "0212" "0232"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "0232" "0211" "01" "0232"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "0232" "01" "0232" "01"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "024" "0233" "01" "0233" "0232"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "024" "0233" "01" "0232" "0232"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "01" "0233" "01" "0232"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "0232" "01" "0232" "01" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01" "0213" "0232" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "01" "0232" "0232" "0232" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "01" "01" "01" "01" "024"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "01" "0233" "0232" "01" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "01" "01" "01" "0232" "0232"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "01" "024" "0211" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "01" "0211" "0232"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "01" "0232" "0232" "0233" "0232"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "0212" "01" "024" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "01" "0233" "01" "024" "01"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "01" "01" "0232" "01" "0232"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "01" "02212" "01" "024" "01"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "0232" "0232" "02313" "0212" "0212"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "0232" "01" "0232" "0212"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "01" "01" "0232" "0233" "0232"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "0232" "0233" "0233" "01" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "0232" "024" "01" "0211" "0232"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "0212" "0232" "01" "0232"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "024" "01" "0233" "0232" "0232"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "024"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "024" "01" "0232" "01" "0232"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "0232" "024" "02212" "01" "0232"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "0232" "0232" "01" "0232" "0232"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "01" "0232" "0233" "01"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "01" "0212" "01" "01" "0232"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "01" "0232" "024" "024" "01"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "024" "01" "01" "02212" "0232"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "0212" "01" "0232" "01" "0212"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "0232" "0232" "0233" "0232" "0232"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "0232" "02212" "0232" "02212" "0232"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "0232" "01" "01" "01" "0212"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "0232" "0232" "0212" "0212" "01"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "0212" "0212" "0212" "0212" "0212"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "0212" "024" "01" "01" "01"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "0212" "0212" "01" "0232" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "01" "0213" "01" "0232"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "01" "0232" "01" "0212"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "0212" "02234" "0232" "01" "0212"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "01" "01" "0232" "0212" "0232"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "0232" "01" "01" "01" "024"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "0232" "0232" "0232" "0212" "01"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "0232" "0232" "0232" "02212" "0212"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "01" "01" "0212" "0212" "0212"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "01" "01" "01" "01" "01"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "01" "01" "0213" "01" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "01" "022112" "02312" "0211" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "0211" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "01" "0211" "0211" "02312"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "01" "0211" "022111" "02311" "01"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01" "01" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "0211" "022111" "02312" "0211" "01"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "024" "01" "022111" "0232" "0232"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "024" "022111" "024" "0211"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "0211" "01" "024" "02311" "024"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "01" "02312"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "01" "0211" "01" "01" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "01" "022112" "01" "0211" "0211"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "01" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "02312" "01" "02312" "02232" "01"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "01" "01" "022111" "01" "024"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "01" "01" "022111" "02312" "02312"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "0211" "0211" "022111" "02311" "024"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "01" "02311" "02213" "022113" "01"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "01"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "0211" "01" "024"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "01" "01" "02312" "01" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "02312" "01" "0211" "0211"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "01" "0211" "022111" "0211" "0211"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "01" "02213" "01" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "01" "0213" "0211" "01" "01"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "01" "02311" "02213" "0211" "01"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "0211" "01" "0211" "02311" "01"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "024" "01"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "024" "024" "01" "0211"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "0211" "022111" "02212" "02312" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "02312" "02213" "02213" "02231" "01"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "0211" "01" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "024"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "01" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "01" "01" "01" "02311" "02312"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "01" "02232" "0211" "0211" "02312"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "02312" "02233" "02312" "01"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "024" "01" "02312" "02312" "024"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "02312" "01" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "01" "01" "01" "01" "02312"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "01" "01" "024" "0211" "0232"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "01" "02232" "01" "02311" "024"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "01" "022114" "02233" "024" "01"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "01" "0211" "024" "01" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "0211" "02313" "02312" "01" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "01" "01" "0211" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "01" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "0211" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01" "0211" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "01" "01"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "02312" "01" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "01" "01"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "024" "0211" "01" "01"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "01" "01" "02311" "02311" "01"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "01" "022114" "024" "0211" "01"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "01" "02233" "022111" "0211"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "01" "0211" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "01" "024" "01"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "0211" "01" "02311" "02213" "0232"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "01"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "02312" "01" "01" "01" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "024" "01" "0211" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "0232" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "01" "0211" "01" "024"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "01" "01" "0211" "022112" "02312"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "02312" "0211"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "0211"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "01" "0211" "01" "024" "01"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "01" "024" "022111" "02311" "024"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "01" "02213" "02311" "02213" "01"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "01" "01" "022111" "01" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "01" "02312" "024" "024" "02312"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "01" "01" "01" "01"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "02221" "01" "01"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "01" "0211" "01" "01" "01"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "01" "01" "01" "01" "0211"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "024" "02232" "01" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01" "024" "02233" "01" "01"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "01" "01" "024"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "01" "01" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "01" "01" "0211" "02232" "01"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "0211" "01"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "01" "01" "01" "01" "01"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "01" "01" "01"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "01" "02231" "01" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "01" "01" "01" "024" "01"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "01" "022112" "01" "01" "01"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "0211" "01" "022112" "01" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "01" "01" "0211"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "01" "01" "01" "01" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "01" "024" "024"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "024" "01" "01" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "01" "024" "02313" "01"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "01" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "01" "022111" "022112" "01" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "01" "02231" "02231" "0211" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "01" "02231" "02231" "01" "01"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "01" "01" "01" "01"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "02312" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "01" "022112" "02213" "01"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "01" "01" "02312" "02312" "01"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "01" "022111" "02313" "022113" "01"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "01" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "01" "022112" "022111" "024" "01"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "01" "022112" "01" "024" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "01" "024" "01" "01" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "01" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "024" "024" "01" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "01" "02213" "024" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "01" "02232" "024" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01" "022112" "01" "01"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "01" "02313" "01" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "024" "01" "01" "01"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01" "02232" "01" "01" "01"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "01" "024" "01" "02311" "024"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "01" "01" "01" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01" "01" "022114" "01" "01"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "024" "02233" "0211" "0211"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "01" "024" "02212" "01" "01"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "024" "022111" "01" "02313" "01"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01" "01" "01" "024"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "0211" "024" "02232" "024"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "01" "01"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "01" "01"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "01" "022112" "01"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01" "022111" "01" "01" "0211"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "024" "01" "01" "024" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "024" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "01" "02231" "01"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "01" "01" "01"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "01" "01" "01" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "01" "01" "024" "01" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "024" "01" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "024" "01" "02311" "024" "01"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "01" "02312" "022112" "02231" "01"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "01" "01" "0211" "01"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "01" "02231" "02313" "01" "01"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "01" "02213" "01" "01" "0211"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01" "024" "024"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "01" "022114" "02232" "01" "01"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "0211" "0211" "024"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "01" "01" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "01" "02231" "024" "022112" "01"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "01" "0211" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "01" "01" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "01" "0211" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "01" "024" "024" "022113" "01"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "024" "01" "01" "01"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "01" "01" "01" "01"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "01" "01" "01" "01" "01"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "024" "01" "01" "01" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "01" "02311" "01" "01" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "01" "01" "0211" "024"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "01" "01" "02312" "024" "0211"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "02312" "024" "01" "024" "0211"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01" "01" "01" "024"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "024" "01" "01" "01"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "0211" "0211" "024" "0211" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "024" "01" "01" "01" "01"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "024" "01" "02212" "01" "0211"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "01" "02311" "0211" "0211" "01"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "0211" "01" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "0211" "01" "01" "0211" "024"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "0211" "01" "01" "0211" "02312"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "01" "0211" "024" "0211" "01"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01" "0211" "024" "024" "01"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "0211" "024" "024" "01" "02312"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "01" "01" "01" "0211" "01"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "01" "02312" "0211" "01" "01"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "024" "024" "02312" "0211" "01"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "024" "024" "0211" "0211" "01"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "01" "01" "01" "01" "0211"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01" "01" "0211" "024" "0211"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "024" "01" "0211" "01" "024"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "01" "01" "02312" "02231" "0211"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "01" "0211" "02312" "02312"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "024" "01" "024" "01"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "0211" "01" "01" "02312" "0211"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "01" "02233" "01" "0211" "0211"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01" "01" "024" "0211" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "024" "01" "01" "01" "02312"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "0211" "01" "02312" "01" "0211"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "024" "02311" "01" "02312" "01"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "024" "01" "02232" "01" "01"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "024" "0211" "01" "01" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "0211" "01" "024" "0211" "0211"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "0211" "02312" "024" "024" "02312"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "024" "01" "0211" "01" "024"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "0211" "024" "024" "01" "01"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "01" "01" "02233" "024" "0211"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "024" "024" "01" "0211" "02312"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "01" "024" "024" "024" "01"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "024" "01" "02312" "0211" "024"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "02312" "024" "01" "01" "01"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01" "01" "01" "01" "01"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "0211" "01" "01" "01" "0211"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "0211" "024" "02312" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "0211" "01" "01" "0211" "01"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "01" "01" "02312" "0211" "02312"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "0211" "02312" "01" "01" "01"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "0211" "01" "01" "01" "0211"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "01" "024" "0211" "01" "01"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "02312" "024" "01" "02312" "01"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "01" "024" "0211" "01" "024"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "024" "01" "01" "024" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "024" "024" "0211" "024" "0211"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "01" "01" "01" "024" "024"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "01" "024" "0211" "024" "024"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01" "0211" "024" "0211" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "01" "01" "01" "01" "01"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "0211" "01" "01" "024" "024"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "0211" "01" "022113" "01" "024"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "01" "0211" "024" "01" "01"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "02312" "01" "01" "024" "01"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "02312" "02312" "01" "01" "024"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "0211" "02312" "01" "0213" "01"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "01" "0211" "024" "0211" "02312"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "024" "01" "0211" "0211" "01"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "01" "02312" "01" "024" "0211"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "024" "02312" "024" "0211" "01"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "01" "024" "0211" "024" "01"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "01" "02312" "01" "01" "0211"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01" "0213" "01" "024" "024"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "0211" "024" "024" "0211" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "01" "024" "01" "01"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "01" "01" "01" "01" "01"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "01" "01" "01" "01" "01"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "01" "01" "01" "01" "01"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "024" "01" "024" "01" "01"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "01" "01" "01" "01" "01"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "01" "01" "01" "022112" "01"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01" "01" "0211" "02313" "01"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "01" "01" "01" "01" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "01" "01" "01" "01" "01"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "0211" "01" "01" "01" "01"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "01" "022111" "0211" "0211" "01"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "01" "01" "01" "01" "01"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "01" "02233" "02312" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "01" "02232" "01" "01" "01"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "024" "0213" "01" "0211" "024"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "01" "01" "024" "01" "01"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "01" "01" "01" "01" "01"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "0211" "01" "01" "01" "01"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "01" "01" "01" "01" "01"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "01" "01" "024" "01" "01"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "01" "01" "01" "02312" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "0211" "024" "01" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "01" "01" "01" "01" "01"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "02312" "01" "022111" "01" "01"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "01" "01" "01" "01" "01"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "024" "02213" "01" "01"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "01" "01" "01" "01" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "01" "01" "01" "01" "01"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "01" "01" "02311" "01" "01"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "024" "01" "02232" "0213" "01"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "01" "0211" "01" "01" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "01" "01" "02233" "01" "01"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "01" "02233" "01" "01" "01"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "0211" "01" "01" "01" "01"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "01" "01" "0211" "02312" "01"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "01" "01" "01" "01" "01"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "01" "01" "01" "02312" "01"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "01" "01" "0211" "01" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "02312" "01" "02312" "01" "01"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "01" "01" "01" "01" "01"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "01" "01" "01" "01" "01"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "0211" "01" "01" "01" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "01" "01" "024" "0211" "01"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "01" "01" "01" "01" "01"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "01" "01" "01" "024" "024"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "024" "01" "01" "01"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "01" "01" "01" "01" "024"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "01" "01" "0211" "01" "024"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "01" "01" "01" "01" "024"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "0211" "022113" "01" "01"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "01" "01" "01" "01" "01"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "01" "01" "01" "01" "0211"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "01" "01" "01" "01" "01"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "01" "01" "01" "024"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "01" "01" "01" "024" "0212"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "01" "01" "01" "01" "02312"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "01" "01" "01" "01" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "01" "01" "01" "01" "01"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "024" "01" "02234" "02312" "01"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "01" "01" "01" "024" "01"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "01" "01" "02311" "01" "01"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "01" "02232" "01" "01" "01"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "01" "01" "01" "01"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "01" "022111" "01" "01" "01"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "024" "01" "01" "01" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "01" "01" "01" "024" "01"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "0211" "01" "01" "0211" "01"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "0211" "01" "02232" "01" "01"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "01" "01" "01" "01" "01"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "01" "01" "01" "0211" "01"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "01" "01" "01" "01" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "01" "01" "01" "02233" "0211"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "01" "01" "0213" "02312" "01"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "024" "01" "01" "01" "01"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "01" "01" "01" "01" "024"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "01" "01" "01" "01"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "02312" "01" "01" "01" "01"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "01" "0212" "0212" "01" "0212"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "0212" "0212" "0212" "0212" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "01" "02212" "0212" "0212" "0212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "0212" "01" "01" "01" "01"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "01" "01" "01" "0212" "01"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "01" "01" "01" "022222" "0212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "0212" "01" "0212" "01" "024"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "0212" "0212" "0212" "0212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "01" "01" "0212" "0212" "01"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "01" "0212" "022222" "0212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "01" "0212" "01" "01" "01"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "01" "0212" "01" "01" "01"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "0212" "024" "0212" "01" "0212"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "0212" "0212" "0212" "024" "0212"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "0212" "01" "0212" "0212" "0212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "0232" "0212" "01" "01" "01"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "0212" "0212" "0212" "022222" "01"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "01" "0212" "024" "0213" "0212"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "01" "0212" "01" "01"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "01" "0212" "0212" "0212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "0212" "022222" "01" "0212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "0212" "0213" "0212" "0212" "0212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "0212" "0213" "0212" "01"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "01" "01" "01" "01" "01"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "01" "01" "0212" "0213" "01"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "01" "01" "01" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "01" "01" "0212" "0213" "0212"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "01" "0212" "0212" "01" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "0212" "01" "0212" "0212" "0211"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "01" "02212" "0212" "01" "0212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "01" "0212" "0212" "01" "01"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "01" "01" "0213" "0212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "01" "024" "01" "0213" "01"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "0212" "0212" "01" "024" "024"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "01" "0212" "01" "01"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "01" "0212" "01" "0212" "024"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "01" "01" "01" "01" "01"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "01" "01" "0212" "0212" "0212"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "0211" "01" "01" "024" "01"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "024" "0213" "024" "0212" "0212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "0212" "01" "01" "01" "01"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "01" "0212" "0213" "0212" "01"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "0212" "0212" "01" "01" "0212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "0212" "024" "0212" "0212" "01"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "01" "0212" "0213" "024"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "01" "024" "01" "01" "0212"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "01" "01" "01" "0212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "01" "0213" "01" "01" "024"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "01" "0212" "0212" "01" "01"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "0212" "01" "0212" "01" "024"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "01" "01" "0212" "01" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "0212" "01" "01" "01" "0212"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "0212" "022222" "01" "0212" "01"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "024" "0212" "0212" "0212" "01"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "024" "0212" "0212" "0212" "01"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "0212" "01" "0212" "0212" "01"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "01" "01" "0212" "01" "01"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "01" "024" "0212" "024" "01"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "0212" "0211" "0213" "0212" "01"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "01" "01" "01" "0212" "024"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "01" "01" "0212" "01" "01"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "0212" "0213" "0212" "01" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "0212" "01" "0212" "01" "01"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "024" "0212" "0212" "0212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "024" "01" "01" "024"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024" "01" "0211" "0211" "0211"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "024" "01" "01" "02223" "02221"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "02221" "024" "024"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "024" "01" "024" "02221" "024"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "024" "022223" "024" "01" "01"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "02221" "024" "024" "024" "01"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "01" "01" "01" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024" "01" "02223" "024" "024"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "024" "0211" "01" "024" "0211"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "02221" "0211" "01" "01"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "02221" "024" "01" "024" "02221"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "02221" "024" "022224" "02221" "024"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "024" "0211" "024" "01" "0211"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "01" "024" "024" "01" "024"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "01" "01" "024" "024" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "01" "024" "02223" "01" "01"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "01" "01" "022223" "01" "02221"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "024" "02213" "022221" "024" "024"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "02221" "02223" "0211" "024" "01"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "024" "024" "0211" "024" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "01" "024" "024" "024" "01"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "024" "01" "024" "024" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "024" "024" "024" "024" "02221"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "01" "024" "0213" "024" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "01" "02221" "01" "02223" "01"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "024" "024" "02221" "024" "0211"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "02221" "024" "024" "02221" "024"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "02221" "024" "0211" "02221" "024"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "024" "02221" "02221" "0211" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "0211" "0213" "0211" "01" "01"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024" "01" "024" "01"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "0211" "024" "022224" "024" "024"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "0211" "02221" "024" "02221" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "01" "024" "024" "024" "024"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "01" "024" "024" "01"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "02221" "024" "01" "01"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "024" "024" "01" "024" "024"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "024" "024" "0211" "01" "02221"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "024" "02221" "01" "024"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "024" "022223" "02221" "01" "024"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024" "01" "02221" "02221" "01"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024" "01" "022221" "02223" "01"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "024" "0211" "024" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024" "024" "024" "024" "0211"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "02221" "02221" "0211" "024" "01"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "0211" "02213" "024" "024" "02312"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "02221" "01" "0213" "022221" "02221"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "02221" "024" "024" "01" "024"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "0211" "01" "0211" "022223" "01"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "01" "02221"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "0211" "024" "024" "01" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "01" "01" "02223" "02221" "01"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "01" "01" "022224" "024"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "024" "024" "024" "02221"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "02221" "024" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "024" "02223" "024" "01" "02221"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "01" "024" "024" "024" "0211"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "02221" "024" "01" "0211" "02221"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "02221" "02221" "024" "01" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "024" "01" "02221" "02312" "024"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "01" "0211" "024"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "024" "0211" "024" "024" "024"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "024" "024" "02221" "024" "024"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "02221" "022221" "01" "01" "02221"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "01" "024" "024" "0211"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024" "02221" "024" "024" "01"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024" "024" "024" "02221"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "01" "01" "024" "02221" "01"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "024" "01" "02221" "01" "024"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "02221" "022224" "01" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "01" "01" "01" "01" "01"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "024" "02221" "024" "024" "024"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "01" "0211" "024" "022221" "0211"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "0211" "01" "02221" "02221"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024" "01" "01" "01" "024"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "01" "02221" "024" "01" "01"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "024" "024"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "024" "01" "0211" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "0211" "01" "01" "02312" "024"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "01" "02221" "024" "01" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "01" "02221" "024" "0211"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "02221" "02221" "02221" "01" "02221"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "01" "01" "01" "01" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "024" "02312" "0213" "02313" "024"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "024" "0211" "022224" "01" "024"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "02221" "024" "024" "022223" "0211"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "02221" "01" "02221" "024" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "01" "022223" "022223" "024" "01"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "01" "024" "024" "022221" "01"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "024" "02312" "01" "0211" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "024" "01" "01" "024" "02221"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "024" "01" "024" "01" "01"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "024" "01" "024" "024" "01"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "024" "01" "024" "01" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "024" "02221" "024" "0211" "024"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "02221" "0211" "01" "024" "02221"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "02221" "01" "022221" "022221" "01"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "02221" "02221" "0211" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "024" "024" "0211" "024" "0211"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "01" "0211" "02223" "01" "024"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "02221" "024" "01" "024" "024"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "02221" "022221" "024" "02221" "024"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "02221" "024" "02213" "0211" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "01" "02223" "022221" "024" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "01" "024" "022224" "02221" "01"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "01" "024" "024" "01"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "01" "02213" "022221" "0211" "024"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "01" "024" "024" "01" "02221"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "024" "024" "01"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "01" "024" "01" "02221"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "02221" "01" "01" "01" "02221"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "01" "022221" "024" "02213" "02221"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "024" "01" "01" "01" "02312"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "024" "024" "022221" "024" "024"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "024" "02212" "024" "01" "02312"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "024" "01" "024" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024" "01" "024" "02221" "01"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "024" "02221" "024" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "01" "024" "01" "024" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024" "01" "022224" "024" "02221"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "02312" "024" "0211" "01"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "024" "024" "02221" "024"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "01" "02221" "01" "0211" "02221"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "02221" "01" "024" "0211" "024"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "0211" "01" "02213" "01" "02221"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "0211" "024" "024" "02223" "01"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "024" "02221" "01" "02221" "0211"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "01" "024" "01"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "024" "024" "024" "02221" "024"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "02221" "01" "01" "01" "024"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "0211" "024" "02221" "022221" "024"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "02221" "024" "024" "01"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "02221" "0211" "024" "022221" "01"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024" "0211" "02223" "02221" "01"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024" "02221" "02221" "022224" "01"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "024" "024" "024" "0211" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "02221" "024" "024"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "02221" "024" "024" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "024" "01" "024" "0211" "024"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "02221" "0211" "01" "01" "02221"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "01" "01" "01" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "024" "024" "02221" "024" "024"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "02221" "024" "024" "02313" "01"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "02221" "02221" "01" "024" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "024" "0211" "0211" "024" "01"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "01" "024" "02221" "01" "01"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "024" "02312" "024" "02223" "01"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "024" "024" "01" "024"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024" "024" "01" "024"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 3208))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "01" "01" "01" "01" "01"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "01" "0212" "0212" "02212" "0232"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "0212" "0232" "0232" "0232" "0232"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "024" "01" "0212"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "01" "01" "01" "0212" "024"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "0232" "0232" "0213" "02212" "01"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "0232" "01" "01" "0232" "024"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "01" "02212" "0232" "0232" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "0212" "01" "0232" "0212" "024"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "01" "0232" "0232" "02212" "01"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "0232" "0232" "0233" "024"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "0232" "0232" "0232" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024" "01" "01" "01" "01"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "0212" "0232" "01" "0212" "0232"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "0232" "0233" "01" "0232" "024"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "01" "0233" "0212" "024" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "0232" "01" "01" "0232" "0212"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "01" "024" "01" "0233" "0211"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "01" "0232" "01" "0232" "01"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "0212" "01" "0232" "01" "01"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "0232" "0232" "01" "0232" "0232"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "0232" "02212" "0211" "01"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "0212" "0232" "024" "01" "024"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "01" "0212" "0233" "01" "01"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "0232" "0212" "01" "0232" "01"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "01" "0232" "0232" "0232" "01"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "01" "0212" "024" "0232"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "01" "0232" "01" "01" "01"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "024" "01" "01" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "01"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "0232" "0212" "02212" "01" "0212"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "0212" "01" "0232" "0212"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "01" "0232" "01" "0232" "0212"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "0232" "01" "01" "0211" "0232"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "0212" "0232" "0233" "024" "0232"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "0232" "0233" "0232"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "01" "0212" "01" "0212" "0232"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "0232" "0232" "0233" "0232" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "024" "02212" "01" "0232" "0232"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "01" "024" "0232" "01" "024"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "0232" "01" "01" "0232" "0212"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "0232" "0233" "01" "0212" "01"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "0232" "0232" "0233" "0212" "0211"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "01" "0233" "0232" "0233" "0211"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "0232" "01" "01" "0211" "01"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "01" "01" "0233" "0212" "0232"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "0232" "0212" "0232" "01" "0232"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "0212" "0212" "02212" "0232" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "0232" "0232" "024" "0212" "0232"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "0211" "0212" "0232" "0212" "0232"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01" "01" "0212" "01"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "01" "01" "0232" "024" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "01" "01" "0233" "0232" "0232"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "024" "0233" "0212" "01" "0232"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "0232" "0232" "0232" "01" "0232"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "0211" "0212" "024" "024"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "01" "0232" "01" "01" "0232"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "0232" "01" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "01" "0212" "0232" "01" "0232"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "01" "024" "0232" "01"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "01" "01" "01" "01" "0232"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "01" "0232" "0233" "01" "0232"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "0212" "0232" "0232" "0233" "01"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "0232" "01" "0233" "0232" "0212"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01" "0212" "02212" "02212" "0232"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "0232" "0233" "01" "0232" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "0232" "0212" "0232" "0232" "0232"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01" "0232" "0232" "01" "0232"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "0232" "0232" "0212" "0232" "024"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "024" "0211" "01" "0232" "0232"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "024" "0232" "01" "01" "0232"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "0232" "0212" "0232" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "0232" "0232" "02212" "01"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "01" "01" "01" "0232" "01"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "01" "024" "0232" "01" "01"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "0212" "01" "01" "01" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "0232" "0232" "0212"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "01" "01" "02212" "01" "0232"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "01" "024" "02311" "0211" "0232"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "0212" "0232" "01" "0232" "024"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "01" "0232" "0232" "01" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "01" "01" "024" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "0232" "02212" "01" "01" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "0232" "01"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "01" "01" "0232" "0233" "0232"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "01" "0211" "01" "0232" "01"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "0232" "0232" "0232" "0233" "01"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "01" "0232" "02212" "0211" "0232"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "0212" "01" "0213" "01" "0232"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "024" "0232" "0211" "0212"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "024" "0232" "0211" "0232" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "0232" "01" "01" "01" "0232"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "024" "0232" "01" "01" "01"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "01" "01" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024" "01" "01" "0232" "024"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "0232" "01" "0212" "0212" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "0232" "024" "01" "01" "01"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "01" "0232" "0232" "01" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "0232" "0212" "0212" "01"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "01" "01" "01" "024" "01"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "01" "01" "01" "0232"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "0232" "01" "01" "01" "01"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "01" "01" "02212" "024" "01"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "0232" "01" "0232" "01" "0232"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024" "01" "01" "0232" "01"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "01" "0232" "02212" "0232" "0232"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "01" "0233" "0232" "0232" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "01" "024" "01" "0232" "01"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "0232" "0232" "0232" "0232" "01"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "0232" "01" "024" "0232" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "01" "01" "0232"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "0232" "02212" "0233" "0212" "01"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "0232" "024" "024" "0233" "0232"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024" "0232" "01" "0232" "01"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "0211" "01" "0232" "01" "024"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "01" "01" "02311" "0233" "0232"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "0212" "01" "0212" "0212" "0232"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "0232" "0211" "01" "0232"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "0232" "01" "0232" "01"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "024" "0233" "01" "0233" "0232"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "024" "0233" "01" "0232" "0232"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "01" "0233" "01" "0232"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "0232" "01" "0232" "01" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01" "0213" "0232" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "01" "0232" "0232" "0232" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "01" "01" "01" "01" "024"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "01" "0233" "0232" "01" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "01" "01" "01" "0232" "0232"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "01" "024" "0211" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "01" "0211" "0232"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "01" "0232" "0232" "0233" "0232"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "0212" "01" "024" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "01" "0233" "01" "024" "01"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "01" "01" "0232" "01" "0232"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "01" "02212" "01" "024" "01"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "0232" "0232" "02313" "0212" "0212"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "0232" "01" "0232" "0212"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "01" "01" "0232" "0233" "0232"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "0232" "0233" "0233" "01" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "0232" "024" "01" "0211" "0232"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "0212" "0232" "01" "0232"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "024" "01" "0233" "0232" "0232"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "024"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "024" "01" "0232" "01" "0232"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "0232" "024" "02212" "01" "0232"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "0232" "0232" "01" "0232" "0232"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "01" "0232" "0233" "01"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "01" "0212" "01" "01" "0232"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "01" "0232" "024" "024" "01"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "024" "01" "01" "02212" "0232"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "0212" "01" "0232" "01" "0212"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "0232" "0232" "0233" "0232" "0232"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "0232" "02212" "0232" "02212" "0232"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "0232" "01" "01" "01" "0212"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "0232" "0232" "0212" "0212" "01"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "0212" "0212" "0212" "0212" "0212"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "0212" "024" "01" "01" "01"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "0212" "0212" "01" "0232" "022114"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "01" "0213" "01" "0232"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "01" "0232" "01" "0212"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "0212" "02234" "0232" "01" "0212"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "01" "01" "0232" "0212" "0232"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "0232" "01" "01" "01" "024"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "0232" "0232" "0232" "0212" "01"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "0232" "0232" "0232" "02212" "0212"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "01" "01" "0212" "0212" "0212"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "01" "01" "01" "01" "01"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "01" "01" "0213" "01" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "01" "022112" "02312" "0211" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "022111" "02233" "0211" "022111"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022111" "01" "0211" "0211" "02312"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "01" "0211" "022111" "02311" "01"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01" "01" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "0211" "022111" "02312" "0211" "01"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "024" "01" "022111" "0232" "0232"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "024" "022111" "024" "0211"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "0211" "01" "024" "02311" "024"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "022113" "02232" "01" "02312"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "01" "0211" "01" "01" "022111"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "01" "022112" "01" "0211" "0211"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "022111" "01" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "02312" "01" "02312" "02232" "01"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "01" "01" "022111" "01" "024"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "01" "01" "022111" "02312" "02312"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "0211" "0211" "022111" "02311" "024"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "01" "02311" "02213" "022113" "01"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022111" "02213" "02311" "022111" "01"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "0211" "01" "024"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "01" "01" "02312" "01" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "02312" "01" "0211" "0211"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "01" "0211" "022111" "0211" "0211"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "01" "02213" "01" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "01" "0213" "0211" "01" "01"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "01" "02311" "02213" "0211" "01"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "0211" "01" "0211" "02311" "01"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "024" "01"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "024" "024" "01" "0211"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "0211" "022111" "02212" "02312" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "02312" "02213" "02213" "02231" "01"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "022114" "0211" "01" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022111" "022111" "02233" "0213" "024"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022111" "01" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "01" "01" "01" "02311" "02312"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "01" "02232" "0211" "0211" "02312"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "02312" "02233" "02312" "01"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "024" "01" "02312" "02312" "024"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "02312" "01" "022112"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "01" "01" "01" "01" "02312"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "01" "01" "024" "0211" "0232"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "01" "02232" "01" "02311" "024"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "01" "022114" "02233" "024" "01"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "01" "0211" "024" "01" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "0211" "02313" "02312" "01" "022114"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "01" "01" "0211" "022114"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "01" "02232" "02311" "022114"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "0211" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01" "0211" "022112" "022112"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "022114" "01" "01"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "02312" "01" "022111" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022113" "02213" "02213" "01" "01"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022112" "024" "0211" "01" "01"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "01" "01" "02311" "02311" "01"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "01" "022114" "024" "0211" "01"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "01" "02233" "022111" "0211"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "01" "0211" "022113"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022111" "02313" "01" "024" "01"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "0211" "01" "02311" "02213" "0232"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "022112" "02313" "02311" "01"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "02312" "01" "01" "01" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "024" "01" "0211" "02311" "022114"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022113" "022111" "0232" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "01" "0211" "01" "024"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "01" "01" "0211" "022112" "02312"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "02312" "0211"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022111" "02311" "02234" "02231" "0211"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "01" "0211" "01" "024" "01"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "01" "024" "022111" "02311" "024"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "01" "02213" "02311" "02213" "01"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "01" "01" "022111" "01" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "01" "02312" "024" "024" "02312"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "01" "01" "01" "01"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022111" "02213" "02221" "01" "01"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "01" "0211" "01" "01" "01"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "01" "01" "01" "01" "0211"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "024" "02232" "01" "022112" "022112"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01" "024" "02233" "01" "01"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "01" "01" "024"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "01" "01" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "01" "01" "0211" "02232" "01"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022114" "02212" "022112" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022113" "02231" "02232" "0211" "01"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "01" "01" "01" "01" "01"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "022112" "01" "01" "01"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "01" "02231" "01" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "01" "01" "01" "024" "01"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "01" "022112" "01" "01" "01"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "0211" "01" "022112" "01" "022113"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022114" "02233" "01" "01" "0211"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "01" "01" "01" "01" "022114"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "022112" "01" "024" "024"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "024" "01" "01" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "01" "024" "02313" "01"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "01" "02231" "022112" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "01" "022111" "022112" "01" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "01" "02231" "02231" "0211" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "01" "02231" "02231" "01" "01"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "01" "01" "01" "01"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "022111" "022113" "02312" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "01" "022112" "02213" "01"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "01" "01" "02312" "02312" "01"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "01" "022111" "02313" "022113" "01"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "01" "02232" "022112" "022113"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "01" "022112" "022111" "024" "01"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "022111" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "01" "022112" "01" "024" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "01" "024" "01" "01" "022113"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022114" "01" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "024" "024" "01" "022113"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "01" "02213" "024" "02313" "022113"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "01" "02232" "024" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01" "022112" "01" "01"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "01" "02313" "01" "02231" "022113"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "024" "01" "01" "01"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01" "02232" "01" "01" "01"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "01" "024" "01" "02311" "024"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "01" "01" "01" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01" "01" "022114" "01" "01"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "024" "02233" "0211" "0211"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "01" "024" "02212" "01" "01"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "024" "022111" "01" "02313" "01"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01" "01" "01" "024"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "0211" "024" "02232" "024"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "01" "01"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022114" "02313" "02231" "01" "01"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "01" "022112" "01"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01" "022111" "01" "01" "0211"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "024" "01" "01" "024" "022112"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "024" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "01" "02231" "01"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "01" "01" "01"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "01" "01" "01" "022113" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "01" "01" "024" "01" "022112"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "024" "01" "022112" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "024" "01" "02311" "024" "01"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "01" "02312" "022112" "02231" "01"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "01" "01" "0211" "01"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "01" "02231" "02313" "01" "01"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "01" "02213" "01" "01" "0211"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01" "024" "024"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "01" "022114" "02232" "01" "01"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "0211" "0211" "024"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "01" "01" "022112" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "01" "02231" "024" "022112" "01"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "01" "0211" "022114"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "01" "01" "02232" "022111" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "01" "0211" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "01" "024" "024" "022113" "01"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "024" "01" "01" "01"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "01" "01" "01" "01"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "01" "01" "01" "01" "01"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "024" "01" "01" "01" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "01" "02311" "01" "01" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "01" "01" "0211" "024"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "01" "01" "02312" "024" "0211"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "02312" "024" "01" "024" "0211"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01" "01" "01" "024"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "024" "01" "01" "01"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "0211" "0211" "024" "0211" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "024" "01" "01" "01" "01"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "024" "01" "02212" "01" "0211"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "01" "02311" "0211" "0211" "01"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "0211" "01" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "0211" "01" "01" "0211" "024"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "0211" "01" "01" "0211" "02312"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "01" "0211" "024" "0211" "01"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01" "0211" "024" "024" "01"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "0211" "024" "024" "01" "02312"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "01" "01" "01" "0211" "01"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "01" "02312" "0211" "01" "01"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "024" "024" "02312" "0211" "01"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "024" "024" "0211" "0211" "01"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "01" "01" "01" "01" "0211"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01" "01" "0211" "024" "0211"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "024" "01" "0211" "01" "024"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "01" "01" "02312" "02231" "0211"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022113" "01" "0211" "02312" "02312"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "024" "01" "024" "01"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "0211" "01" "01" "02312" "0211"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "01" "02233" "01" "0211" "0211"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01" "01" "024" "0211" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "024" "01" "01" "01" "02312"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "0211" "01" "02312" "01" "0211"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "024" "02311" "01" "02312" "01"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "024" "01" "02232" "01" "01"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "024" "0211" "01" "01" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "0211" "01" "024" "0211" "0211"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "0211" "02312" "024" "024" "02312"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "024" "01" "0211" "01" "024"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "0211" "024" "024" "01" "01"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "01" "01" "02233" "024" "0211"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "024" "024" "01" "0211" "02312"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "01" "024" "024" "024" "01"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "024" "01" "02312" "0211" "024"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "02312" "024" "01" "01" "01"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01" "01" "01" "01" "01"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "0211" "01" "01" "01" "0211"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "0211" "024" "02312" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "0211" "01" "01" "0211" "01"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "01" "01" "02312" "0211" "02312"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "0211" "02312" "01" "01" "01"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "0211" "01" "01" "01" "0211"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "01" "024" "0211" "01" "01"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "02312" "024" "01" "02312" "01"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "01" "024" "0211" "01" "024"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "024" "01" "01" "024" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "024" "024" "0211" "024" "0211"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "01" "01" "01" "024" "024"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "01" "024" "0211" "024" "024"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01" "0211" "024" "0211" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "01" "01" "01" "01" "01"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "0211" "01" "01" "024" "024"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "0211" "01" "022113" "01" "024"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "01" "0211" "024" "01" "01"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "02312" "01" "01" "024" "01"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "02312" "02312" "01" "01" "024"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "0211" "02312" "01" "0213" "01"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "01" "0211" "024" "0211" "02312"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "024" "01" "0211" "0211" "01"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "01" "02312" "01" "024" "0211"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "024" "02312" "024" "0211" "01"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "01" "024" "0211" "024" "01"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "01" "02312" "01" "01" "0211"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01" "0213" "01" "024" "024"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "0211" "024" "024" "0211" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "01" "024" "01" "01"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "01" "01" "01" "01" "01"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "01" "01" "01" "01" "01"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "01" "01" "01" "01" "01"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "024" "01" "024" "01" "01"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "01" "01" "01" "01" "01"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "01" "01" "01" "022112" "01"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01" "01" "0211" "02313" "01"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "01" "01" "01" "01" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "01" "01" "01" "01" "01"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "0211" "01" "01" "01" "01"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "01" "022111" "0211" "0211" "01"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "01" "01" "01" "01" "01"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "01" "02233" "02312" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "01" "02232" "01" "01" "01"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "024" "0213" "01" "0211" "024"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "01" "01" "024" "01" "01"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "01" "01" "01" "01" "01"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "0211" "01" "01" "01" "01"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "01" "01" "01" "01" "01"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "01" "01" "024" "01" "01"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "01" "01" "01" "02312" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "0211" "024" "01" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "01" "01" "01" "01" "01"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "02312" "01" "022111" "01" "01"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "01" "01" "01" "01" "01"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "024" "02213" "01" "01"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "01" "01" "01" "01" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "01" "01" "01" "01" "01"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "01" "01" "02311" "01" "01"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "024" "01" "02232" "0213" "01"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "01" "0211" "01" "01" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "01" "01" "02233" "01" "01"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "01" "02233" "01" "01" "01"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "0211" "01" "01" "01" "01"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "01" "01" "0211" "02312" "01"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "01" "01" "01" "01" "01"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "01" "01" "01" "02312" "01"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "01" "01" "0211" "01" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "02312" "01" "02312" "01" "01"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "01" "01" "01" "01" "01"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "01" "01" "01" "01" "01"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "0211" "01" "01" "01" "022112"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "01" "01" "024" "0211" "01"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "01" "01" "01" "01" "01"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "01" "01" "01" "024" "024"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "024" "01" "01" "01"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "01" "01" "01" "01" "024"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "01" "01" "0211" "01" "024"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "01" "01" "01" "01" "024"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022113" "0211" "022113" "01" "01"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "01" "01" "01" "01" "01"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "01" "01" "01" "01" "0211"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "01" "01" "01" "01" "01"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "01" "01" "01" "024"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "01" "01" "01" "024" "0212"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "01" "01" "01" "01" "02312"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "01" "01" "01" "01" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "01" "01" "01" "01" "01"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "024" "01" "02234" "02312" "01"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "01" "01" "01" "024" "01"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "01" "01" "02311" "01" "01"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "01" "02232" "01" "01" "01"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "01" "01" "01" "01"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "01" "022111" "01" "01" "01"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "024" "01" "01" "01" "022113"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "01" "01" "01" "024" "01"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "0211" "01" "01" "0211" "01"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "0211" "01" "02232" "01" "01"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "01" "01" "01" "01" "01"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "01" "01" "01" "0211" "01"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "01" "01" "01" "01" "022111"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "01" "01" "01" "02233" "0211"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "01" "01" "0213" "02312" "01"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "024" "01" "01" "01" "01"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "01" "01" "01" "01" "024"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "01" "01" "01" "01"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "02312" "01" "01" "01" "01"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "01" "0212" "0212" "01" "0212"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "0212" "0212" "0212" "0212" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "01" "02212" "0212" "0212" "0212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "0212" "01" "01" "01" "01"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "01" "01" "01" "0212" "01"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "01" "01" "01" "022222" "0212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "0212" "01" "0212" "01" "024"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "0212" "0212" "0212" "0212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "01" "01" "0212" "0212" "01"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "01" "0212" "022222" "0212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "01" "0212" "01" "01" "01"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "01" "0212" "01" "01" "01"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "0212" "024" "0212" "01" "0212"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "0212" "0212" "0212" "024" "0212"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "0212" "01" "0212" "0212" "0212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "0232" "0212" "01" "01" "01"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "0212" "0212" "0212" "022222" "01"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "01" "0212" "024" "0213" "0212"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "01" "0212" "01" "01"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "01" "0212" "0212" "0212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "0212" "022222" "01" "0212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "0212" "0213" "0212" "0212" "0212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "0212" "0213" "0212" "01"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "01" "01" "01" "01" "01"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "01" "01" "0212" "0213" "01"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "01" "01" "01" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "01" "01" "0212" "0213" "0212"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "01" "0212" "0212" "01" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "0212" "01" "0212" "0212" "0211"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "01" "02212" "0212" "01" "0212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "01" "0212" "0212" "01" "01"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "01" "01" "0213" "0212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "01" "024" "01" "0213" "01"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "0212" "0212" "01" "024" "024"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "01" "0212" "01" "01"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "01" "0212" "01" "0212" "024"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "01" "01" "01" "01" "01"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "01" "01" "0212" "0212" "0212"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "0211" "01" "01" "024" "01"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "024" "0213" "024" "0212" "0212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "0212" "01" "01" "01" "01"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "01" "0212" "0213" "0212" "01"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "0212" "0212" "01" "01" "0212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "0212" "024" "0212" "0212" "01"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "01" "0212" "0213" "024"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "01" "024" "01" "01" "0212"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "01" "01" "01" "0212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "01" "0213" "01" "01" "024"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "01" "0212" "0212" "01" "01"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "0212" "01" "0212" "01" "024"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "01" "01" "0212" "01" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "0212" "01" "01" "01" "0212"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "0212" "022222" "01" "0212" "01"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "024" "0212" "0212" "0212" "01"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "024" "0212" "0212" "0212" "01"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "0212" "01" "0212" "0212" "01"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "01" "01" "0212" "01" "01"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "01" "024" "0212" "024" "01"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "0212" "0211" "0213" "0212" "01"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "01" "01" "01" "0212" "024"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "01" "01" "0212" "01" "01"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "0212" "0213" "0212" "01" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "0212" "01" "0212" "01" "01"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "024" "0212" "0212" "0212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "024" "01" "01" "024"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024" "01" "0211" "0211" "0211"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "024" "01" "01" "02223" "02221"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "02221" "024" "024"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "024" "01" "024" "02221" "024"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "024" "022223" "024" "01" "01"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "02221" "024" "024" "024" "01"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "01" "01" "01" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024" "01" "02223" "024" "024"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "024" "0211" "01" "024" "0211"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "02221" "0211" "01" "01"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "02221" "024" "01" "024" "02221"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "02221" "024" "022224" "02221" "024"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "024" "0211" "024" "01" "0211"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "01" "024" "024" "01" "024"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "01" "01" "024" "024" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "01" "024" "02223" "01" "01"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "01" "01" "022223" "01" "02221"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "024" "02213" "022221" "024" "024"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "02221" "02223" "0211" "024" "01"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "024" "024" "0211" "024" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "01" "024" "024" "024" "01"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "024" "01" "024" "024" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "024" "024" "024" "024" "02221"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "01" "024" "0213" "024" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "01" "02221" "01" "02223" "01"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "024" "024" "02221" "024" "0211"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "02221" "024" "024" "02221" "024"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "02221" "024" "0211" "02221" "024"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "024" "02221" "02221" "0211" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "0211" "0213" "0211" "01" "01"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024" "01" "024" "01"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "0211" "024" "022224" "024" "024"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "0211" "02221" "024" "02221" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "01" "024" "024" "024" "024"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "01" "024" "024" "01"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "02221" "024" "01" "01"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "024" "024" "01" "024" "024"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "024" "024" "0211" "01" "02221"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "024" "02221" "01" "024"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "024" "022223" "02221" "01" "024"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024" "01" "02221" "02221" "01"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024" "01" "022221" "02223" "01"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "024" "0211" "024" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024" "024" "024" "024" "0211"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "02221" "02221" "0211" "024" "01"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "0211" "02213" "024" "024" "02312"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "02221" "01" "0213" "022221" "02221"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "02221" "024" "024" "01" "024"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "0211" "01" "0211" "022223" "01"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "01" "02221"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "0211" "024" "024" "01" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "01" "01" "02223" "02221" "01"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "01" "01" "022224" "024"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "024" "024" "024" "02221"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "02221" "024" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "024" "02223" "024" "01" "02221"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "01" "024" "024" "024" "0211"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "02221" "024" "01" "0211" "02221"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "02221" "02221" "024" "01" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "024" "01" "02221" "02312" "024"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "01" "0211" "024"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "024" "0211" "024" "024" "024"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "024" "024" "02221" "024" "024"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "02221" "022221" "01" "01" "02221"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "01" "024" "024" "0211"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024" "02221" "024" "024" "01"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024" "024" "024" "02221"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "01" "01" "024" "02221" "01"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "024" "01" "02221" "01" "024"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "02221" "022224" "01" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "01" "01" "01" "01" "01"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "024" "02221" "024" "024" "024"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "01" "0211" "024" "022221" "0211"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "0211" "01" "02221" "02221"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024" "01" "01" "01" "024"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "01" "02221" "024" "01" "01"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "024" "024"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "024" "01" "0211" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "0211" "01" "01" "02312" "024"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "01" "02221" "024" "01" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "01" "02221" "024" "0211"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "02221" "02221" "02221" "01" "02221"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "01" "01" "01" "01" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "024" "02312" "0213" "02313" "024"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "024" "0211" "022224" "01" "024"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "02221" "024" "024" "022223" "0211"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "02221" "01" "02221" "024" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "01" "022223" "022223" "024" "01"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "01" "024" "024" "022221" "01"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "024" "02312" "01" "0211" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "024" "01" "01" "024" "02221"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "024" "01" "024" "01" "01"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "024" "01" "024" "024" "01"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "024" "01" "024" "01" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "024" "02221" "024" "0211" "024"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "02221" "0211" "01" "024" "02221"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "02221" "01" "022221" "022221" "01"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "02221" "02221" "0211" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "024" "024" "0211" "024" "0211"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "01" "0211" "02223" "01" "024"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "02221" "024" "01" "024" "024"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "02221" "022221" "024" "02221" "024"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "02221" "024" "02213" "0211" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "01" "02223" "022221" "024" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "01" "024" "022224" "02221" "01"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "01" "024" "024" "01"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "01" "02213" "022221" "0211" "024"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "01" "024" "024" "01" "02221"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "024" "024" "01"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "01" "024" "01" "02221"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "02221" "01" "01" "01" "02221"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "01" "022221" "024" "02213" "02221"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "024" "01" "01" "01" "02312"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "024" "024" "022221" "024" "024"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "024" "02212" "024" "01" "02312"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "024" "01" "024" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024" "01" "024" "02221" "01"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "024" "02221" "024" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "01" "024" "01" "024" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024" "01" "022224" "024" "02221"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "02312" "024" "0211" "01"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "024" "024" "02221" "024"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "01" "02221" "01" "0211" "02221"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "02221" "01" "024" "0211" "024"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "0211" "01" "02213" "01" "02221"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "0211" "024" "024" "02223" "01"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "024" "02221" "01" "02221" "0211"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "01" "024" "01"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "024" "024" "024" "02221" "024"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "02221" "01" "01" "01" "024"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "0211" "024" "02221" "022221" "024"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "02221" "024" "024" "01"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "02221" "0211" "024" "022221" "01"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024" "0211" "02223" "02221" "01"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024" "02221" "02221" "022224" "01"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "024" "024" "024" "0211" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "02221" "024" "024"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "02221" "024" "024" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "024" "01" "024" "0211" "024"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "02221" "0211" "01" "01" "02221"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "01" "01" "01" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "024" "024" "02221" "024" "024"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "02221" "024" "024" "02313" "01"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "02221" "02221" "01" "024" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "024" "0211" "0211" "024" "01"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "01" "024" "02221" "01" "01"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "024" "02312" "024" "02223" "01"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "024" "024" "01" "024"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024" "024" "01" "024"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 3292))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "01" "01" "01" "01" "01"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "01" "0212" "0212" "02212" "0232"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "0212" "0232" "0232" "0232" "0232"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "024" "01" "0212"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "01" "01" "01" "0212" "024"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "0232" "0232" "0213" "02212" "01"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "0232" "01" "01" "0232" "024"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "01" "02212" "0232" "0232" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "0212" "01" "0232" "0212" "024"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "01" "0232" "0232" "02212" "01"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "0232" "0232" "0233" "024"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "0232" "0232" "0232" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024" "01" "01" "01" "01"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "0212" "0232" "01" "0212" "0232"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "0232" "0233" "01" "0232" "024"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "01" "0233" "0212" "024" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "0232" "01" "01" "0232" "0212"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "01" "024" "01" "0233" "0211"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "01" "0232" "01" "0232" "01"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "0212" "01" "0232" "01" "01"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "0232" "0232" "01" "0232" "0232"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "0232" "02212" "0211" "01"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "0212" "0232" "024" "01" "024"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "01" "0212" "0233" "01" "01"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "0232" "0212" "01" "0232" "01"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "01" "0232" "0232" "0232" "01"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "01" "0212" "024" "0232"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "01" "0232" "01" "01" "01"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "024" "01" "01" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "01"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "0232" "0212" "02212" "01" "0212"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "0212" "01" "0232" "0212"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "01" "0232" "01" "0232" "0212"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "0232" "01" "01" "0211" "0232"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "0212" "0232" "0233" "024" "0232"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "0232" "0233" "0232"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "01" "0212" "01" "0212" "0232"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "0232" "0232" "0233" "0232" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "024" "02212" "01" "0232" "0232"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "01" "024" "0232" "01" "024"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "0232" "01" "01" "0232" "0212"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "0232" "0233" "01" "0212" "01"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "0232" "0232" "0233" "0212" "0211"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "01" "0233" "0232" "0233" "0211"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "0232" "01" "01" "0211" "01"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "01" "01" "0233" "0212" "0232"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "0232" "0212" "0232" "01" "0232"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "0212" "0212" "02212" "0232" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "0232" "0232" "024" "0212" "0232"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "0211" "0212" "0232" "0212" "0232"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01" "01" "0212" "01"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "01" "01" "0232" "024" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "01" "01" "0233" "0232" "0232"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "024" "0233" "0212" "01" "0232"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "0232" "0232" "0232" "01" "0232"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "0211" "0212" "024" "024"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "01" "0232" "01" "01" "0232"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "0232" "01" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "01" "0212" "0232" "01" "0232"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "01" "024" "0232" "01"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "01" "01" "01" "01" "0232"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "01" "0232" "0233" "01" "0232"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "0212" "0232" "0232" "0233" "01"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "0232" "01" "0233" "0232" "0212"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01" "0212" "02212" "02212" "0232"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "0232" "0233" "01" "0232" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "0232" "0212" "0232" "0232" "0232"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01" "0232" "0232" "01" "0232"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "0232" "0232" "0212" "0232" "024"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "024" "0211" "01" "0232" "0232"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "024" "0232" "01" "01" "0232"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "0232" "0212" "0232" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "0232" "0232" "02212" "01"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "01" "01" "01" "0232" "01"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "01" "024" "0232" "01" "01"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "0212" "01" "01" "01" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "0232" "0232" "0212"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "01" "01" "02212" "01" "0232"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "01" "024" "02311" "0211" "0232"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "0212" "0232" "01" "0232" "024"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "01" "0232" "0232" "01" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "01" "01" "024" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "0232" "02212" "01" "01" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "0232" "01"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "01" "01" "0232" "0233" "0232"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "01" "0211" "01" "0232" "01"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "0232" "0232" "0232" "0233" "01"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "01" "0232" "02212" "0211" "0232"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "0212" "01" "0213" "01" "0232"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "024" "0232" "0211" "0212"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "024" "0232" "0211" "0232" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "0232" "01" "01" "01" "0232"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "024" "0232" "01" "01" "01"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "01" "01" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024" "01" "01" "0232" "024"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "0232" "01" "0212" "0212" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "0232" "024" "01" "01" "01"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "01" "0232" "0232" "01" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "0232" "0212" "0212" "01"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "01" "01" "01" "024" "01"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "01" "01" "01" "0232"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "0232" "01" "01" "01" "01"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "01" "01" "02212" "024" "01"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "0232" "01" "0232" "01" "0232"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024" "01" "01" "0232" "01"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "01" "0232" "02212" "0232" "0232"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "01" "0233" "0232" "0232" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "01" "024" "01" "0232" "01"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "0232" "0232" "0232" "0232" "01"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "0232" "01" "024" "0232" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "01" "01" "0232"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "0232" "02212" "0233" "0212" "01"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "0232" "024" "024" "0233" "0232"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024" "0232" "01" "0232" "01"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "0211" "01" "0232" "01" "024"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "01" "01" "02311" "0233" "0232"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "0212" "01" "0212" "0212" "0232"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "0232" "0211" "01" "0232"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "0232" "01" "0232" "01"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "024" "0233" "01" "0233" "0232"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "024" "0233" "01" "0232" "0232"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "01" "0233" "01" "0232"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "0232" "01" "0232" "01" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01" "0213" "0232" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "01" "0232" "0232" "0232" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "01" "01" "01" "01" "024"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "01" "0233" "0232" "01" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "01" "01" "01" "0232" "0232"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "01" "024" "0211" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "01" "0211" "0232"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "01" "0232" "0232" "0233" "0232"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "0212" "01" "024" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "01" "0233" "01" "024" "01"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "01" "01" "0232" "01" "0232"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "01" "02212" "01" "024" "01"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "0232" "0232" "02313" "0212" "0212"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "0232" "01" "0232" "0212"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "01" "01" "0232" "0233" "0232"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "0232" "0233" "0233" "01" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "0232" "024" "01" "0211" "0232"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "0212" "0232" "01" "0232"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "024" "01" "0233" "0232" "0232"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "024"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "024" "01" "0232" "01" "0232"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "0232" "024" "02212" "01" "0232"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "0232" "0232" "01" "0232" "0232"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "01" "0232" "0233" "01"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "01" "0212" "01" "01" "0232"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "01" "0232" "024" "024" "01"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "024" "01" "01" "02212" "0232"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "0212" "01" "0232" "01" "0212"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "0232" "0232" "0233" "0232" "0232"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "0232" "02212" "0232" "02212" "0232"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "0232" "01" "01" "01" "0212"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "0232" "0232" "0212" "0212" "01"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "0212" "0212" "0212" "0212" "0212"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "0212" "024" "01" "01" "01"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "0212" "0212" "01" "0232" "02211"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "01" "0213" "01" "0232"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "01" "0232" "01" "0212"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "0212" "02234" "0232" "01" "0212"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "01" "01" "0232" "0212" "0232"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "0232" "01" "01" "01" "024"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "0232" "0232" "0232" "0212" "01"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "0232" "0232" "0232" "02212" "0212"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "01" "01" "0212" "0212" "0212"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "01" "01" "01" "01" "01"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "01" "01" "0213" "01" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "01" "02211" "02312" "0211" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "02211" "02233" "0211" "02211"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "02211" "01" "0211" "0211" "02312"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "01" "0211" "02211" "02311" "01"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01" "01" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "0211" "02211" "02312" "0211" "01"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "024" "01" "02211" "0232" "0232"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "024" "02211" "024" "0211"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "0211" "01" "024" "02311" "024"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "02211" "02232" "01" "02312"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "01" "0211" "01" "01" "02211"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "01" "02211" "01" "0211" "0211"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "02211" "01" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "02312" "01" "02312" "02232" "01"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "01" "01" "02211" "01" "024"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "01" "01" "02211" "02312" "02312"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "0211" "0211" "02211" "02311" "024"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "01" "02311" "02213" "02211" "01"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "02211" "02213" "02311" "02211" "01"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "0211" "01" "024"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "01" "01" "02312" "01" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "02312" "01" "0211" "0211"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "01" "0211" "02211" "0211" "0211"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "01" "02213" "01" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "01" "0213" "0211" "01" "01"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "01" "02311" "02213" "0211" "01"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "0211" "01" "0211" "02311" "01"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "024" "01"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "024" "024" "01" "0211"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "0211" "02211" "02212" "02312" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "02312" "02213" "02213" "02231" "01"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "02211" "0211" "01" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "02211" "02211" "02233" "0213" "024"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "02211" "01" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "01" "01" "01" "02311" "02312"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "01" "02232" "0211" "0211" "02312"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "02312" "02233" "02312" "01"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "024" "01" "02312" "02312" "024"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "02312" "01" "02211"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "01" "01" "01" "01" "02312"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "01" "01" "024" "0211" "0232"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "01" "02232" "01" "02311" "024"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "01" "02211" "02233" "024" "01"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "01" "0211" "024" "01" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "0211" "02313" "02312" "01" "02211"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "01" "01" "0211" "02211"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "01" "02232" "02311" "02211"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "0211" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01" "0211" "02211" "02211"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "02211" "01" "01"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "02312" "01" "02211" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "02211" "02213" "02213" "01" "01"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "02211" "024" "0211" "01" "01"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "01" "01" "02311" "02311" "01"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "01" "02211" "024" "0211" "01"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "01" "02233" "02211" "0211"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "01" "0211" "02211"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "02211" "02313" "01" "024" "01"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "0211" "01" "02311" "02213" "0232"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "02211" "02313" "02311" "01"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "02312" "01" "01" "01" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "024" "01" "0211" "02311" "02211"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "02211" "02211" "0232" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "01" "0211" "01" "024"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "01" "01" "0211" "02211" "02312"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "02312" "0211"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "02211" "02311" "02234" "02231" "0211"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "01" "0211" "01" "024" "01"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "01" "024" "02211" "02311" "024"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "01" "02213" "02311" "02213" "01"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "01" "01" "02211" "01" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "01" "02312" "024" "024" "02312"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "01" "01" "01" "01"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "02211" "02213" "02221" "01" "01"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "01" "0211" "01" "01" "01"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "01" "01" "01" "01" "0211"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "024" "02232" "01" "02211" "02211"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01" "024" "02233" "01" "01"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "01" "01" "024"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "01" "01" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "01" "01" "0211" "02232" "01"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "02211" "02212" "02211" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "02211" "02231" "02232" "0211" "01"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "01" "01" "01" "01" "01"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "02211" "01" "01" "01"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "01" "02231" "01" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "01" "01" "01" "024" "01"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "01" "02211" "01" "01" "01"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "0211" "01" "02211" "01" "02211"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "02211" "02233" "01" "01" "0211"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "01" "01" "01" "01" "02211"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "02211" "01" "024" "024"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "024" "01" "01" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "01" "024" "02313" "01"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "01" "02231" "02211" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "01" "02211" "02211" "01" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "01" "02231" "02231" "0211" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "01" "02231" "02231" "01" "01"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "01" "01" "01" "01"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "02211" "02211" "02312" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "01" "02211" "02213" "01"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "01" "01" "02312" "02312" "01"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "01" "02211" "02313" "02211" "01"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "01" "02232" "02211" "02211"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "01" "02211" "02211" "024" "01"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "02211" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "01" "02211" "01" "024" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "01" "024" "01" "01" "02211"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "02211" "01" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "024" "024" "01" "02211"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "01" "02213" "024" "02313" "02211"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "01" "02232" "024" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01" "02211" "01" "01"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "01" "02313" "01" "02231" "02211"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "024" "01" "01" "01"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01" "02232" "01" "01" "01"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "01" "024" "01" "02311" "024"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "01" "01" "01" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01" "01" "02211" "01" "01"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "024" "02233" "0211" "0211"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "01" "024" "02212" "01" "01"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "024" "02211" "01" "02313" "01"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01" "01" "01" "024"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "0211" "024" "02232" "024"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "01" "01"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "02211" "02313" "02231" "01" "01"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "01" "02211" "01"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01" "02211" "01" "01" "0211"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "024" "01" "01" "024" "02211"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "024" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "01" "02231" "01"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "01" "01" "01"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "01" "01" "01" "02211" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "01" "01" "024" "01" "02211"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "024" "01" "02211" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "024" "01" "02311" "024" "01"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "01" "02312" "02211" "02231" "01"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "01" "01" "0211" "01"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "01" "02231" "02313" "01" "01"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "01" "02213" "01" "01" "0211"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01" "024" "024"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "01" "02211" "02232" "01" "01"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "0211" "0211" "024"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "01" "01" "02211" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "01" "02231" "024" "02211" "01"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "01" "0211" "02211"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "01" "01" "02232" "02211" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "01" "0211" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "01" "024" "024" "02211" "01"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "024" "01" "01" "01"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "01" "01" "01" "01"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "01" "01" "01" "01" "01"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "024" "01" "01" "01" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "01" "02311" "01" "01" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "01" "01" "0211" "024"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "01" "01" "02312" "024" "0211"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "02312" "024" "01" "024" "0211"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01" "01" "01" "024"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "024" "01" "01" "01"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "0211" "0211" "024" "0211" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "024" "01" "01" "01" "01"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "024" "01" "02212" "01" "0211"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "01" "02311" "0211" "0211" "01"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "0211" "01" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "0211" "01" "01" "0211" "024"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "0211" "01" "01" "0211" "02312"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "01" "0211" "024" "0211" "01"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01" "0211" "024" "024" "01"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "0211" "024" "024" "01" "02312"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "01" "01" "01" "0211" "01"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "01" "02312" "0211" "01" "01"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "024" "024" "02312" "0211" "01"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "024" "024" "0211" "0211" "01"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "01" "01" "01" "01" "0211"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01" "01" "0211" "024" "0211"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "024" "01" "0211" "01" "024"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "01" "01" "02312" "02231" "0211"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "02211" "01" "0211" "02312" "02312"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "024" "01" "024" "01"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "0211" "01" "01" "02312" "0211"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "01" "02233" "01" "0211" "0211"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01" "01" "024" "0211" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "024" "01" "01" "01" "02312"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "0211" "01" "02312" "01" "0211"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "024" "02311" "01" "02312" "01"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "024" "01" "02232" "01" "01"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "024" "0211" "01" "01" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "0211" "01" "024" "0211" "0211"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "0211" "02312" "024" "024" "02312"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "024" "01" "0211" "01" "024"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "0211" "024" "024" "01" "01"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "01" "01" "02233" "024" "0211"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "024" "024" "01" "0211" "02312"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "01" "024" "024" "024" "01"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "024" "01" "02312" "0211" "024"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "02312" "024" "01" "01" "01"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01" "01" "01" "01" "01"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "0211" "01" "01" "01" "0211"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "0211" "024" "02312" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "0211" "01" "01" "0211" "01"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "01" "01" "02312" "0211" "02312"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "0211" "02312" "01" "01" "01"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "0211" "01" "01" "01" "0211"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "01" "024" "0211" "01" "01"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "02312" "024" "01" "02312" "01"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "01" "024" "0211" "01" "024"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "024" "01" "01" "024" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "024" "024" "0211" "024" "0211"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "01" "01" "01" "024" "024"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "01" "024" "0211" "024" "024"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01" "0211" "024" "0211" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "01" "01" "01" "01" "01"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "0211" "01" "01" "024" "024"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "0211" "01" "02211" "01" "024"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "01" "0211" "024" "01" "01"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "02312" "01" "01" "024" "01"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "02312" "02312" "01" "01" "024"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "0211" "02312" "01" "0213" "01"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "01" "0211" "024" "0211" "02312"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "024" "01" "0211" "0211" "01"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "01" "02312" "01" "024" "0211"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "024" "02312" "024" "0211" "01"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "01" "024" "0211" "024" "01"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "01" "02312" "01" "01" "0211"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01" "0213" "01" "024" "024"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "0211" "024" "024" "0211" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "01" "024" "01" "01"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "01" "01" "01" "01" "01"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "01" "01" "01" "01" "01"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "01" "01" "01" "01" "01"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "024" "01" "024" "01" "01"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "01" "01" "01" "01" "01"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "01" "01" "01" "02211" "01"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01" "01" "0211" "02313" "01"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "01" "01" "01" "01" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "01" "01" "01" "01" "01"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "0211" "01" "01" "01" "01"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "01" "02211" "0211" "0211" "01"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "01" "01" "01" "01" "01"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "01" "02233" "02312" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "01" "02232" "01" "01" "01"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "024" "0213" "01" "0211" "024"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "01" "01" "024" "01" "01"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "01" "01" "01" "01" "01"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "0211" "01" "01" "01" "01"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "01" "01" "01" "01" "01"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "01" "01" "024" "01" "01"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "01" "01" "01" "02312" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "0211" "024" "01" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "01" "01" "01" "01" "01"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "02312" "01" "02211" "01" "01"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "01" "01" "01" "01" "01"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "024" "02213" "01" "01"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "01" "01" "01" "01" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "01" "01" "01" "01" "01"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "01" "01" "02311" "01" "01"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "024" "01" "02232" "0213" "01"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "01" "0211" "01" "01" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "01" "01" "02233" "01" "01"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "01" "02233" "01" "01" "01"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "0211" "01" "01" "01" "01"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "01" "01" "0211" "02312" "01"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "01" "01" "01" "01" "01"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "01" "01" "01" "02312" "01"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "01" "01" "0211" "01" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "02312" "01" "02312" "01" "01"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "01" "01" "01" "01" "01"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "01" "01" "01" "01" "01"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "0211" "01" "01" "01" "02211"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "01" "01" "024" "0211" "01"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "01" "01" "01" "01" "01"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "01" "01" "01" "024" "024"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "024" "01" "01" "01"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "01" "01" "01" "01" "024"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "01" "01" "0211" "01" "024"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "01" "01" "01" "01" "024"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "02211" "0211" "02211" "01" "01"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "01" "01" "01" "01" "01"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "01" "01" "01" "01" "0211"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "01" "01" "01" "01" "01"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "01" "01" "01" "024"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "01" "01" "01" "024" "0212"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "01" "01" "01" "01" "02312"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "01" "01" "01" "01" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "01" "01" "01" "01" "01"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "024" "01" "02234" "02312" "01"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "01" "01" "01" "024" "01"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "01" "01" "02311" "01" "01"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "01" "02232" "01" "01" "01"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "01" "01" "01" "01"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "01" "02211" "01" "01" "01"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "024" "01" "01" "01" "02211"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "01" "01" "01" "024" "01"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "0211" "01" "01" "0211" "01"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "0211" "01" "02232" "01" "01"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "01" "01" "01" "01" "01"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "01" "01" "01" "0211" "01"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "01" "01" "01" "01" "02211"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "01" "01" "01" "02233" "0211"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "01" "01" "0213" "02312" "01"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "024" "01" "01" "01" "01"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "01" "01" "01" "01" "024"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "01" "01" "01" "01"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "02312" "01" "01" "01" "01"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "01" "0212" "0212" "01" "0212"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "0212" "0212" "0212" "0212" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "01" "02212" "0212" "0212" "0212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "0212" "01" "01" "01" "01"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "01" "01" "01" "0212" "01"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "01" "01" "01" "022222" "0212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "0212" "01" "0212" "01" "024"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "0212" "0212" "0212" "0212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "01" "01" "0212" "0212" "01"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "01" "0212" "022222" "0212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "01" "0212" "01" "01" "01"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "01" "0212" "01" "01" "01"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "0212" "024" "0212" "01" "0212"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "0212" "0212" "0212" "024" "0212"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "0212" "01" "0212" "0212" "0212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "0232" "0212" "01" "01" "01"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "0212" "0212" "0212" "022222" "01"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "01" "0212" "024" "0213" "0212"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "01" "0212" "01" "01"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "01" "0212" "0212" "0212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "0212" "022222" "01" "0212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "0212" "0213" "0212" "0212" "0212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "0212" "0213" "0212" "01"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "01" "01" "01" "01" "01"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "01" "01" "0212" "0213" "01"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "01" "01" "01" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "01" "01" "0212" "0213" "0212"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "01" "0212" "0212" "01" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "0212" "01" "0212" "0212" "0211"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "01" "02212" "0212" "01" "0212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "01" "0212" "0212" "01" "01"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "01" "01" "0213" "0212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "01" "024" "01" "0213" "01"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "0212" "0212" "01" "024" "024"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "01" "0212" "01" "01"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "01" "0212" "01" "0212" "024"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "01" "01" "01" "01" "01"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "01" "01" "0212" "0212" "0212"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "0211" "01" "01" "024" "01"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "024" "0213" "024" "0212" "0212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "0212" "01" "01" "01" "01"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "01" "0212" "0213" "0212" "01"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "0212" "0212" "01" "01" "0212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "0212" "024" "0212" "0212" "01"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "01" "0212" "0213" "024"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "01" "024" "01" "01" "0212"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "01" "01" "01" "0212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "01" "0213" "01" "01" "024"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "01" "0212" "0212" "01" "01"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "0212" "01" "0212" "01" "024"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "01" "01" "0212" "01" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "0212" "01" "01" "01" "0212"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "0212" "022222" "01" "0212" "01"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "024" "0212" "0212" "0212" "01"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "024" "0212" "0212" "0212" "01"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "0212" "01" "0212" "0212" "01"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "01" "01" "0212" "01" "01"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "01" "024" "0212" "024" "01"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "0212" "0211" "0213" "0212" "01"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "01" "01" "01" "0212" "024"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "01" "01" "0212" "01" "01"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "0212" "0213" "0212" "01" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "0212" "01" "0212" "01" "01"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "024" "0212" "0212" "0212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "024" "01" "01" "024"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024" "01" "0211" "0211" "0211"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "024" "01" "01" "02223" "02221"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "02221" "024" "024"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "024" "01" "024" "02221" "024"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "024" "022223" "024" "01" "01"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "02221" "024" "024" "024" "01"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "01" "01" "01" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024" "01" "02223" "024" "024"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "024" "0211" "01" "024" "0211"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "02221" "0211" "01" "01"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "02221" "024" "01" "024" "02221"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "02221" "024" "022224" "02221" "024"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "024" "0211" "024" "01" "0211"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "01" "024" "024" "01" "024"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "01" "01" "024" "024" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "01" "024" "02223" "01" "01"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "01" "01" "022223" "01" "02221"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "024" "02213" "022221" "024" "024"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "02221" "02223" "0211" "024" "01"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "024" "024" "0211" "024" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "01" "024" "024" "024" "01"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "024" "01" "024" "024" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "024" "024" "024" "024" "02221"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "01" "024" "0213" "024" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "01" "02221" "01" "02223" "01"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "024" "024" "02221" "024" "0211"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "02221" "024" "024" "02221" "024"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "02221" "024" "0211" "02221" "024"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "024" "02221" "02221" "0211" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "0211" "0213" "0211" "01" "01"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024" "01" "024" "01"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "0211" "024" "022224" "024" "024"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "0211" "02221" "024" "02221" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "01" "024" "024" "024" "024"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "01" "024" "024" "01"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "02221" "024" "01" "01"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "024" "024" "01" "024" "024"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "024" "024" "0211" "01" "02221"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "024" "02221" "01" "024"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "024" "022223" "02221" "01" "024"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024" "01" "02221" "02221" "01"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024" "01" "022221" "02223" "01"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "024" "0211" "024" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024" "024" "024" "024" "0211"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "02221" "02221" "0211" "024" "01"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "0211" "02213" "024" "024" "02312"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "02221" "01" "0213" "022221" "02221"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "02221" "024" "024" "01" "024"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "0211" "01" "0211" "022223" "01"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "01" "02221"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "0211" "024" "024" "01" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "01" "01" "02223" "02221" "01"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "01" "01" "022224" "024"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "024" "024" "024" "02221"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "02221" "024" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "024" "02223" "024" "01" "02221"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "01" "024" "024" "024" "0211"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "02221" "024" "01" "0211" "02221"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "02221" "02221" "024" "01" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "024" "01" "02221" "02312" "024"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "01" "0211" "024"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "024" "0211" "024" "024" "024"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "024" "024" "02221" "024" "024"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "02221" "022221" "01" "01" "02221"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "01" "024" "024" "0211"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024" "02221" "024" "024" "01"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024" "024" "024" "02221"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "01" "01" "024" "02221" "01"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "024" "01" "02221" "01" "024"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "02221" "022224" "01" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "01" "01" "01" "01" "01"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "024" "02221" "024" "024" "024"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "01" "0211" "024" "022221" "0211"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "0211" "01" "02221" "02221"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024" "01" "01" "01" "024"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "01" "02221" "024" "01" "01"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "024" "024"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "024" "01" "0211" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "0211" "01" "01" "02312" "024"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "01" "02221" "024" "01" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "01" "02221" "024" "0211"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "02221" "02221" "02221" "01" "02221"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "01" "01" "01" "01" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "024" "02312" "0213" "02313" "024"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "024" "0211" "022224" "01" "024"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "02221" "024" "024" "022223" "0211"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "02221" "01" "02221" "024" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "01" "022223" "022223" "024" "01"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "01" "024" "024" "022221" "01"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "024" "02312" "01" "0211" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "024" "01" "01" "024" "02221"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "024" "01" "024" "01" "01"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "024" "01" "024" "024" "01"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "024" "01" "024" "01" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "024" "02221" "024" "0211" "024"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "02221" "0211" "01" "024" "02221"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "02221" "01" "022221" "022221" "01"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "02221" "02221" "0211" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "024" "024" "0211" "024" "0211"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "01" "0211" "02223" "01" "024"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "02221" "024" "01" "024" "024"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "02221" "022221" "024" "02221" "024"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "02221" "024" "02213" "0211" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "01" "02223" "022221" "024" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "01" "024" "022224" "02221" "01"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "01" "024" "024" "01"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "01" "02213" "022221" "0211" "024"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "01" "024" "024" "01" "02221"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "024" "024" "01"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "01" "024" "01" "02221"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "02221" "01" "01" "01" "02221"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "01" "022221" "024" "02213" "02221"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "024" "01" "01" "01" "02312"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "024" "024" "022221" "024" "024"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "024" "02212" "024" "01" "02312"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "024" "01" "024" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024" "01" "024" "02221" "01"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "024" "02221" "024" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "01" "024" "01" "024" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024" "01" "022224" "024" "02221"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "02312" "024" "0211" "01"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "024" "024" "02221" "024"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "01" "02221" "01" "0211" "02221"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "02221" "01" "024" "0211" "024"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "0211" "01" "02213" "01" "02221"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "0211" "024" "024" "02223" "01"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "024" "02221" "01" "02221" "0211"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "01" "024" "01"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "024" "024" "024" "02221" "024"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "02221" "01" "01" "01" "024"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "0211" "024" "02221" "022221" "024"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "02221" "024" "024" "01"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "02221" "0211" "024" "022221" "01"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024" "0211" "02223" "02221" "01"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024" "02221" "02221" "022224" "01"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "024" "024" "024" "0211" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "02221" "024" "024"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "02221" "024" "024" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "024" "01" "024" "0211" "024"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "02221" "0211" "01" "01" "02221"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "01" "01" "01" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "024" "024" "02221" "024" "024"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "02221" "024" "024" "02313" "01"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "02221" "02221" "01" "024" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "024" "0211" "0211" "024" "01"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "01" "024" "02221" "01" "01"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "024" "02312" "024" "02223" "01"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "024" "024" "01" "024"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024" "024" "01" "024"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 3402))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "01" "01" "01" "01" "01"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "01" "0212" "0212" "02212" "0232"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "0212" "0232" "0232" "0232" "0232"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "024" "01" "0212"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "01" "01" "01" "0212" "024"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "0232" "0232" "0213" "02212" "01"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "0232" "01" "01" "0232" "024"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "01" "02212" "0232" "0232" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "0212" "01" "0232" "0212" "024"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "01" "0232" "0232" "02212" "01"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "0232" "0232" "0233" "024"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "0232" "0232" "0232" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024" "01" "01" "01" "01"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "0212" "0232" "01" "0212" "0232"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "0232" "0233" "01" "0232" "024"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "01" "0233" "0212" "024" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "0232" "01" "01" "0232" "0212"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "01" "024" "01" "0233" "0211"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "01" "0232" "01" "0232" "01"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "0212" "01" "0232" "01" "01"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "0232" "0232" "01" "0232" "0232"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "0232" "02212" "0211" "01"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "0212" "0232" "024" "01" "024"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "01" "0212" "0233" "01" "01"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "0232" "0212" "01" "0232" "01"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "01" "0232" "0232" "0232" "01"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "01" "0212" "024" "0232"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "01" "0232" "01" "01" "01"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "024" "01" "01" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "01"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "0232" "0212" "02212" "01" "0212"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "0212" "01" "0232" "0212"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "01" "0232" "01" "0232" "0212"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "0232" "01" "01" "0211" "0232"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "0212" "0232" "0233" "024" "0232"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "0232" "0233" "0232"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "01" "0212" "01" "0212" "0232"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "0232" "0232" "0233" "0232" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "024" "02212" "01" "0232" "0232"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "01" "024" "0232" "01" "024"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "0232" "01" "01" "0232" "0212"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "0232" "0233" "01" "0212" "01"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "0232" "0232" "0233" "0212" "0211"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "01" "0233" "0232" "0233" "0211"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "0232" "01" "01" "0211" "01"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "01" "01" "0233" "0212" "0232"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "0232" "0212" "0232" "01" "0232"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "0212" "0212" "02212" "0232" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "0232" "0232" "024" "0212" "0232"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "0211" "0212" "0232" "0212" "0232"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01" "01" "0212" "01"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "01" "01" "0232" "024" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "01" "01" "0233" "0232" "0232"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "024" "0233" "0212" "01" "0232"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "0232" "0232" "0232" "01" "0232"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "0211" "0212" "024" "024"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "01" "0232" "01" "01" "0232"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "0232" "01" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "01" "0212" "0232" "01" "0232"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "01" "024" "0232" "01"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "01" "01" "01" "01" "0232"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "01" "0232" "0233" "01" "0232"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "0212" "0232" "0232" "0233" "01"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "0232" "01" "0233" "0232" "0212"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01" "0212" "02212" "02212" "0232"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "0232" "0233" "01" "0232" "022222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "0232" "0212" "0232" "0232" "0232"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01" "0232" "0232" "01" "0232"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "0232" "0232" "0212" "0232" "024"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "024" "0211" "01" "0232" "0232"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "024" "0232" "01" "01" "0232"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "0232" "0212" "0232" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "0232" "0232" "02212" "01"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "01" "01" "01" "0232" "01"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "01" "024" "0232" "01" "01"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "0212" "01" "01" "01" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "0232" "0232" "0212"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "01" "01" "02212" "01" "0232"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "01" "024" "02311" "0211" "0232"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "0212" "0232" "01" "0232" "024"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "01" "0232" "0232" "01" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "01" "01" "024" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "0232" "02212" "01" "01" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "0232" "01"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "01" "01" "0232" "0233" "0232"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "01" "0211" "01" "0232" "01"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "0232" "0232" "0232" "0233" "01"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "01" "0232" "02212" "0211" "0232"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "0212" "01" "0213" "01" "0232"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "024" "0232" "0211" "0212"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "024" "0232" "0211" "0232" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "0232" "01" "01" "01" "0232"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "024" "0232" "01" "01" "01"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "01" "01" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024" "01" "01" "0232" "024"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "0232" "01" "0212" "0212" "022222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "0232" "024" "01" "01" "01"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "01" "0232" "0232" "01" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "0232" "0212" "0212" "01"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "01" "01" "01" "024" "01"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "01" "01" "01" "0232"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "0232" "01" "01" "01" "01"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "01" "01" "02212" "024" "01"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "0232" "01" "0232" "01" "0232"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024" "01" "01" "0232" "01"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "01" "0232" "02212" "0232" "0232"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "01" "0233" "0232" "0232" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "01" "024" "01" "0232" "01"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "0232" "0232" "0232" "0232" "01"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "0232" "01" "024" "0232" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "01" "01" "0232"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "0232" "02212" "0233" "0212" "01"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "0232" "024" "024" "0233" "0232"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024" "0232" "01" "0232" "01"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "0211" "01" "0232" "01" "024"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "01" "01" "02311" "0233" "0232"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "0212" "01" "0212" "0212" "0232"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "0232" "0211" "01" "0232"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "0232" "01" "0232" "01"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "024" "0233" "01" "0233" "0232"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "024" "0233" "01" "0232" "0232"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "01" "0233" "01" "0232"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "0232" "01" "0232" "01" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01" "0213" "0232" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "01" "0232" "0232" "0232" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "01" "01" "01" "01" "024"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "01" "0233" "0232" "01" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "01" "01" "01" "0232" "0232"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "01" "024" "0211" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "01" "0211" "0232"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "01" "0232" "0232" "0233" "0232"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "0212" "01" "024" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "01" "0233" "01" "024" "01"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "01" "01" "0232" "01" "0232"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "01" "02212" "01" "024" "01"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "0232" "0232" "02313" "0212" "0212"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "0232" "01" "0232" "0212"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "01" "01" "0232" "0233" "0232"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "0232" "0233" "0233" "01" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "0232" "024" "01" "0211" "0232"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "0212" "0232" "01" "0232"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "024" "01" "0233" "0232" "0232"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "024"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "024" "01" "0232" "01" "0232"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "0232" "024" "02212" "01" "0232"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "0232" "0232" "01" "0232" "0232"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "01" "0232" "0233" "01"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "01" "0212" "01" "01" "0232"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "01" "0232" "024" "024" "01"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "024" "01" "01" "02212" "0232"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "0212" "01" "0232" "01" "0212"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "0232" "0232" "0233" "0232" "0232"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "0232" "02212" "0232" "02212" "0232"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "0232" "01" "01" "01" "0212"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "0232" "0232" "0212" "0212" "01"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "0212" "0212" "0212" "0212" "0212"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "0212" "024" "01" "01" "01"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "0212" "0212" "01" "0232" "02211"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "01" "0213" "01" "0232"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "01" "0232" "01" "0212"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "0212" "02234" "0232" "01" "0212"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "01" "01" "0232" "0212" "0232"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "0232" "01" "01" "01" "024"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "0232" "0232" "0232" "0212" "01"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "0232" "0232" "0232" "02212" "0212"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "01" "01" "0212" "0212" "0212"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "01" "01" "01" "01" "01"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "01" "01" "0213" "01" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "01" "02211" "02312" "0211" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "02211" "02233" "0211" "02211"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "02211" "01" "0211" "0211" "02312"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "01" "0211" "02211" "02311" "01"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01" "01" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "0211" "02211" "02312" "0211" "01"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "024" "01" "02211" "0232" "0232"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "024" "02211" "024" "0211"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "0211" "01" "024" "02311" "024"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "02211" "02232" "01" "02312"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "01" "0211" "01" "01" "02211"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "01" "02211" "01" "0211" "0211"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "02211" "01" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "02312" "01" "02312" "02232" "01"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "01" "01" "02211" "01" "024"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "01" "01" "02211" "02312" "02312"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "0211" "0211" "02211" "02311" "024"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "01" "02311" "02213" "02211" "01"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "02211" "02213" "02311" "02211" "01"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "0211" "01" "024"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "01" "01" "02312" "01" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "02312" "01" "0211" "0211"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "01" "0211" "02211" "0211" "0211"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "01" "02213" "01" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "01" "0213" "0211" "01" "01"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "01" "02311" "02213" "0211" "01"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "0211" "01" "0211" "02311" "01"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "024" "01"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "024" "024" "01" "0211"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "0211" "02211" "02212" "02312" "022222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "02312" "02213" "02213" "02231" "01"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "02211" "0211" "01" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "02211" "02211" "02233" "0213" "024"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "02211" "01" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "01" "01" "01" "02311" "02312"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "01" "02232" "0211" "0211" "02312"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "02312" "02233" "02312" "01"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "024" "01" "02312" "02312" "024"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "02312" "01" "02211"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "01" "01" "01" "01" "02312"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "01" "01" "024" "0211" "0232"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "01" "02232" "01" "02311" "024"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "01" "02211" "02233" "024" "01"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "01" "0211" "024" "01" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "0211" "02313" "02312" "01" "02211"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "01" "01" "0211" "02211"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "01" "02232" "02311" "02211"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "0211" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01" "0211" "02211" "02211"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "02211" "01" "01"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "02312" "01" "02211" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "02211" "02213" "02213" "01" "01"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "02211" "024" "0211" "01" "01"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "01" "01" "02311" "02311" "01"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "01" "02211" "024" "0211" "01"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "01" "02233" "02211" "0211"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "01" "0211" "02211"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "02211" "02313" "01" "024" "01"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "0211" "01" "02311" "02213" "0232"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "02211" "02313" "02311" "01"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "02312" "01" "01" "01" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "024" "01" "0211" "02311" "02211"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "02211" "02211" "0232" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "01" "0211" "01" "024"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "01" "01" "0211" "02211" "02312"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "02312" "0211"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "02211" "02311" "02234" "02231" "0211"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "01" "0211" "01" "024" "01"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "01" "024" "02211" "02311" "024"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "01" "02213" "02311" "02213" "01"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "01" "01" "02211" "01" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "01" "02312" "024" "024" "02312"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "01" "01" "01" "01"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "02211" "02213" "02221" "01" "01"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "01" "0211" "01" "01" "01"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "01" "01" "01" "01" "0211"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "024" "02232" "01" "02211" "02211"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01" "024" "02233" "01" "01"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "01" "01" "024"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "01" "01" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "01" "01" "0211" "02232" "01"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "02211" "02212" "02211" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "02211" "02231" "02232" "0211" "01"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "01" "01" "01" "01" "01"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "02211" "01" "01" "01"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "01" "02231" "01" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "01" "01" "01" "024" "01"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "01" "02211" "01" "01" "01"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "0211" "01" "02211" "01" "02211"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "02211" "02233" "01" "01" "0211"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "01" "01" "01" "01" "02211"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "02211" "01" "024" "024"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "024" "01" "01" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "01" "024" "02313" "01"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "01" "02231" "02211" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "01" "02211" "02211" "01" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "01" "02231" "02231" "0211" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "01" "02231" "02231" "01" "01"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "01" "01" "01" "01"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "02211" "02211" "02312" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "01" "02211" "02213" "01"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "01" "01" "02312" "02312" "01"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "01" "02211" "02313" "02211" "01"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "01" "02232" "02211" "02211"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "01" "02211" "02211" "024" "01"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "02211" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "01" "02211" "01" "024" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "01" "024" "01" "01" "02211"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "02211" "01" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "024" "024" "01" "02211"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "01" "02213" "024" "02313" "02211"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "01" "02232" "024" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01" "02211" "01" "01"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "01" "02313" "01" "02231" "02211"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "024" "01" "01" "01"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01" "02232" "01" "01" "01"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "01" "024" "01" "02311" "024"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "01" "01" "01" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01" "01" "02211" "01" "01"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "024" "02233" "0211" "0211"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "01" "024" "02212" "01" "01"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "024" "02211" "01" "02313" "01"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01" "01" "01" "024"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "0211" "024" "02232" "024"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "01" "01"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "02211" "02313" "02231" "01" "01"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "01" "02211" "01"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01" "02211" "01" "01" "0211"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "024" "01" "01" "024" "02211"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "024" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "01" "02231" "01"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "01" "01" "01"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "01" "01" "01" "02211" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "01" "01" "024" "01" "02211"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "024" "01" "02211" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "024" "01" "02311" "024" "01"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "01" "02312" "02211" "02231" "01"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "01" "01" "0211" "01"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "01" "02231" "02313" "01" "01"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "01" "02213" "01" "01" "0211"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01" "024" "024"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "01" "02211" "02232" "01" "01"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "0211" "0211" "024"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "01" "01" "02211" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "01" "02231" "024" "02211" "01"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "01" "0211" "02211"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "01" "01" "02232" "02211" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "01" "0211" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "01" "024" "024" "02211" "01"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "024" "01" "01" "01"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "01" "01" "01" "01"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "01" "01" "01" "01" "01"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "024" "01" "01" "01" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "01" "02311" "01" "01" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "01" "01" "0211" "024"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "01" "01" "02312" "024" "0211"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "02312" "024" "01" "024" "0211"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01" "01" "01" "024"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "024" "01" "01" "01"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "0211" "0211" "024" "0211" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "024" "01" "01" "01" "01"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "024" "01" "02212" "01" "0211"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "01" "02311" "0211" "0211" "01"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "0211" "01" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "0211" "01" "01" "0211" "024"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "0211" "01" "01" "0211" "02312"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "01" "0211" "024" "0211" "01"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01" "0211" "024" "024" "01"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "0211" "024" "024" "01" "02312"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "01" "01" "01" "0211" "01"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "01" "02312" "0211" "01" "01"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "024" "024" "02312" "0211" "01"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "024" "024" "0211" "0211" "01"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "01" "01" "01" "01" "0211"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01" "01" "0211" "024" "0211"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "024" "01" "0211" "01" "024"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "01" "01" "02312" "02231" "0211"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "02211" "01" "0211" "02312" "02312"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "024" "01" "024" "01"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "0211" "01" "01" "02312" "0211"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "01" "02233" "01" "0211" "0211"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01" "01" "024" "0211" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "024" "01" "01" "01" "02312"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "0211" "01" "02312" "01" "0211"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "024" "02311" "01" "02312" "01"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "024" "01" "02232" "01" "01"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "024" "0211" "01" "01" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "0211" "01" "024" "0211" "0211"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "0211" "02312" "024" "024" "02312"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "024" "01" "0211" "01" "024"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "0211" "024" "024" "01" "01"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "01" "01" "02233" "024" "0211"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "024" "024" "01" "0211" "02312"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "01" "024" "024" "024" "01"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "024" "01" "02312" "0211" "024"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "02312" "024" "01" "01" "01"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01" "01" "01" "01" "01"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "0211" "01" "01" "01" "0211"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "0211" "024" "02312" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "0211" "01" "01" "0211" "01"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "01" "01" "02312" "0211" "02312"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "0211" "02312" "01" "01" "01"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "0211" "01" "01" "01" "0211"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "01" "024" "0211" "01" "01"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "02312" "024" "01" "02312" "01"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "01" "024" "0211" "01" "024"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "024" "01" "01" "024" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "024" "024" "0211" "024" "0211"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "01" "01" "01" "024" "024"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "01" "024" "0211" "024" "024"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01" "0211" "024" "0211" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "01" "01" "01" "01" "01"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "0211" "01" "01" "024" "024"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "0211" "01" "02211" "01" "024"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "01" "0211" "024" "01" "01"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "02312" "01" "01" "024" "01"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "02312" "02312" "01" "01" "024"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "0211" "02312" "01" "0213" "01"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "01" "0211" "024" "0211" "02312"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "024" "01" "0211" "0211" "01"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "01" "02312" "01" "024" "0211"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "024" "02312" "024" "0211" "01"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "01" "024" "0211" "024" "01"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "01" "02312" "01" "01" "0211"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01" "0213" "01" "024" "024"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "0211" "024" "024" "0211" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "01" "024" "01" "01"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "01" "01" "01" "01" "01"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "01" "01" "01" "01" "01"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "01" "01" "01" "01" "01"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "024" "01" "024" "01" "01"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "01" "01" "01" "01" "01"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "01" "01" "01" "02211" "01"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01" "01" "0211" "02313" "01"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "01" "01" "01" "01" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "01" "01" "01" "01" "01"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "0211" "01" "01" "01" "01"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "01" "02211" "0211" "0211" "01"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "01" "01" "01" "01" "01"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "01" "02233" "02312" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "01" "02232" "01" "01" "01"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "024" "0213" "01" "0211" "024"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "01" "01" "024" "01" "01"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "01" "01" "01" "01" "01"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "0211" "01" "01" "01" "01"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "01" "01" "01" "01" "01"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "01" "01" "024" "01" "01"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "01" "01" "01" "02312" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "0211" "024" "01" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "01" "01" "01" "01" "01"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "02312" "01" "02211" "01" "01"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "01" "01" "01" "01" "01"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "024" "02213" "01" "01"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "01" "01" "01" "01" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "01" "01" "01" "01" "01"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "01" "01" "02311" "01" "01"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "024" "01" "02232" "0213" "01"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "01" "0211" "01" "01" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "01" "01" "02233" "01" "01"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "01" "02233" "01" "01" "01"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "0211" "01" "01" "01" "01"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "01" "01" "0211" "02312" "01"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "01" "01" "01" "01" "01"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "01" "01" "01" "02312" "01"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "01" "01" "0211" "01" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "02312" "01" "02312" "01" "01"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "01" "01" "01" "01" "01"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "01" "01" "01" "01" "01"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "0211" "01" "01" "01" "02211"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "01" "01" "024" "0211" "01"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "01" "01" "01" "01" "01"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "01" "01" "01" "024" "024"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "024" "01" "01" "01"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "01" "01" "01" "01" "024"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "01" "01" "0211" "01" "024"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "01" "01" "01" "01" "024"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "02211" "0211" "02211" "01" "01"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "01" "01" "01" "01" "01"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "01" "01" "01" "01" "0211"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "01" "01" "01" "01" "01"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "01" "01" "01" "024"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "01" "01" "01" "024" "0212"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "01" "01" "01" "01" "02312"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "01" "01" "01" "01" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "01" "01" "01" "01" "01"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "024" "01" "02234" "02312" "01"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "01" "01" "01" "024" "01"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "01" "01" "02311" "01" "01"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "01" "02232" "01" "01" "01"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "01" "01" "01" "01"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "01" "02211" "01" "01" "01"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "024" "01" "01" "01" "02211"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "01" "01" "01" "024" "01"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "0211" "01" "01" "0211" "01"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "0211" "01" "02232" "01" "01"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "01" "01" "01" "01" "01"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "01" "01" "01" "0211" "01"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "01" "01" "01" "01" "02211"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "01" "01" "01" "02233" "0211"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "01" "01" "0213" "02312" "01"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "024" "01" "01" "01" "01"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "01" "01" "01" "01" "024"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "01" "01" "01" "01"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "02312" "01" "01" "01" "01"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "01" "0212" "0212" "01" "0212"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "0212" "0212" "0212" "0212" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "01" "02212" "0212" "0212" "0212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "0212" "01" "01" "01" "01"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "01" "01" "01" "0212" "01"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "01" "01" "01" "022222" "0212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "0212" "01" "0212" "01" "024"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "0212" "0212" "0212" "0212" "022222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "01" "01" "0212" "0212" "01"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "01" "0212" "022222" "0212" "022222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "01" "0212" "01" "01" "01"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "01" "0212" "01" "01" "01"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "0212" "024" "0212" "01" "0212"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "0212" "0212" "0212" "024" "0212"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "0212" "01" "0212" "0212" "0212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "0232" "0212" "01" "01" "01"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "0212" "0212" "0212" "022222" "01"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "01" "0212" "024" "0213" "0212"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "01" "0212" "01" "01"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "01" "0212" "0212" "0212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "0212" "022222" "01" "0212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "0212" "0213" "0212" "0212" "0212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "0212" "0213" "0212" "01"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "01" "01" "01" "01" "01"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "01" "01" "0212" "0213" "01"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "01" "01" "01" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "01" "01" "0212" "0213" "0212"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "01" "0212" "0212" "01" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "0212" "01" "0212" "0212" "0211"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "01" "02212" "0212" "01" "0212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "01" "0212" "0212" "01" "01"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "01" "01" "0213" "0212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "01" "024" "01" "0213" "01"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "0212" "0212" "01" "024" "024"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022222" "01" "0212" "01" "01"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "01" "0212" "01" "0212" "024"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "01" "01" "01" "01" "01"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "01" "01" "0212" "0212" "0212"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "0211" "01" "01" "024" "01"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "024" "0213" "024" "0212" "0212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "0212" "01" "01" "01" "01"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "01" "0212" "0213" "0212" "01"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "0212" "0212" "01" "01" "0212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "0212" "024" "0212" "0212" "01"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022222" "01" "0212" "0213" "024"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "01" "024" "01" "01" "0212"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "01" "01" "01" "0212" "022222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "01" "0213" "01" "01" "024"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "01" "0212" "0212" "01" "01"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "0212" "01" "0212" "01" "024"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "01" "01" "0212" "01" "022222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "0212" "01" "01" "01" "0212"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "0212" "022222" "01" "0212" "01"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "024" "0212" "0212" "0212" "01"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "024" "0212" "0212" "0212" "01"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "0212" "01" "0212" "0212" "01"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "01" "01" "0212" "01" "01"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "01" "024" "0212" "024" "01"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "0212" "0211" "0213" "0212" "01"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "01" "0212" "022222" "0212" "01"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "01" "01" "01" "0212" "024"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "01" "01" "0212" "01" "01"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "0212" "0213" "0212" "01" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "0212" "01" "0212" "01" "01"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "024" "0212" "0212" "0212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022221" "024" "01" "01" "024"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024" "01" "0211" "0211" "0211"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "024" "01" "01" "02223" "02221"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022221" "02223" "02221" "024" "024"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "024" "01" "024" "02221" "024"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "024" "022223" "024" "01" "01"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "02221" "024" "024" "024" "01"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022224" "01" "01" "01" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024" "01" "02223" "024" "024"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "024" "0211" "01" "024" "0211"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022221" "02221" "0211" "01" "01"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "02221" "024" "01" "024" "02221"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "02221" "024" "022224" "02221" "024"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "024" "0211" "024" "01" "0211"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "01" "024" "024" "01" "024"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "01" "01" "024" "024" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "01" "024" "02223" "01" "01"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "01" "01" "022223" "01" "02221"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "024" "02213" "022221" "024" "024"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "02221" "02223" "0211" "024" "01"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "024" "024" "0211" "024" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "01" "024" "024" "024" "01"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "024" "01" "024" "024" "022224"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "024" "024" "024" "024" "02221"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "01" "024" "0213" "024" "022223"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "01" "02221" "01" "02223" "01"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "024" "024" "02221" "024" "0211"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "02221" "024" "024" "02221" "024"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "02221" "024" "0211" "02221" "024"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "024" "02221" "02221" "0211" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "0211" "0213" "0211" "01" "01"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024" "01" "024" "01"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "0211" "024" "022224" "024" "024"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "0211" "02221" "024" "02221" "022224"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "01" "024" "024" "024" "024"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022223" "01" "024" "024" "01"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022221" "02221" "024" "01" "01"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "024" "024" "01" "024" "024"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "024" "024" "0211" "01" "02221"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022224" "024" "02221" "01" "024"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "024" "022223" "02221" "01" "024"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024" "01" "02221" "02221" "01"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024" "01" "022221" "02223" "01"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "024" "0211" "024" "022224"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024" "024" "024" "024" "0211"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "02221" "02221" "0211" "024" "01"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "0211" "02213" "024" "024" "02312"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "02221" "01" "0213" "022221" "02221"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "02221" "024" "024" "01" "024"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "0211" "01" "0211" "022223" "01"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022221" "0213" "022221" "01" "02221"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "0211" "024" "024" "01" "022223"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "01" "01" "02223" "02221" "01"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "01" "01" "022224" "024"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022221" "024" "024" "024" "02221"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "02221" "024" "022223"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "024" "02223" "024" "01" "02221"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "01" "024" "024" "024" "0211"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "02221" "024" "01" "0211" "02221"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "02221" "02221" "024" "01" "022221"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "024" "01" "02221" "02312" "024"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022223" "02223" "01" "0211" "024"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "024" "0211" "024" "024" "024"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "024" "024" "02221" "024" "024"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "02221" "022221" "01" "01" "02221"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022224" "01" "024" "024" "0211"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024" "02221" "024" "024" "01"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024" "024" "024" "02221"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "01" "01" "024" "02221" "01"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "024" "01" "02221" "01" "024"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022223" "02221" "022224" "01" "022221"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "01" "01" "01" "01" "01"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "024" "02221" "024" "024" "024"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "01" "0211" "024" "022221" "0211"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "0211" "01" "02221" "02221"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024" "01" "01" "01" "024"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "01" "02221" "024" "01" "01"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "022224" "022221" "024" "024"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "024" "01" "0211" "022221" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "0211" "01" "01" "02312" "024"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "01" "02221" "024" "01" "022223"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022223" "01" "02221" "024" "0211"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "02221" "02221" "02221" "01" "02221"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "01" "01" "01" "01" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "024" "02312" "0213" "02313" "024"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "024" "0211" "022224" "01" "024"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "02221" "024" "024" "022223" "0211"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "02221" "01" "02221" "024" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "01" "022223" "022223" "024" "01"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "01" "024" "024" "022221" "01"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "024" "02312" "01" "0211" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "024" "01" "01" "024" "02221"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "024" "01" "024" "01" "01"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "024" "01" "024" "024" "01"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "024" "01" "024" "01" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "024" "02221" "024" "0211" "024"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "02221" "0211" "01" "024" "02221"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "02221" "01" "022221" "022221" "01"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "02221" "02221" "0211" "02223" "022223"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "024" "024" "0211" "024" "0211"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "01" "0211" "02223" "01" "024"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "02221" "024" "01" "024" "024"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "02221" "022221" "024" "02221" "024"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "02221" "024" "02213" "0211" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "01" "02223" "022221" "024" "022221"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "01" "024" "022224" "02221" "01"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022224" "01" "024" "024" "01"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "01" "02213" "022221" "0211" "024"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "01" "024" "024" "01" "02221"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "024" "024" "01"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "01" "024" "01" "02221"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "02221" "01" "01" "01" "02221"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "01" "022221" "024" "02213" "02221"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "024" "01" "01" "01" "02312"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "024" "024" "022221" "024" "024"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "024" "02212" "024" "01" "02312"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022223" "024" "01" "024" "022223"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024" "01" "024" "02221" "01"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "024" "02221" "024" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "01" "024" "01" "024" "022223"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024" "01" "022224" "024" "02221"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022224" "02312" "024" "0211" "01"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022223" "024" "024" "02221" "024"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "01" "02221" "01" "0211" "02221"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "02221" "01" "024" "0211" "024"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "0211" "01" "02213" "01" "02221"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "0211" "024" "024" "02223" "01"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "024" "02221" "01" "02221" "0211"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022221" "022221" "01" "024" "01"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "024" "024" "024" "02221" "024"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "02221" "01" "01" "01" "024"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "0211" "024" "02221" "022221" "024"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022221" "02221" "024" "024" "01"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "02221" "0211" "024" "022221" "01"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024" "0211" "02223" "02221" "01"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024" "02221" "02221" "022224" "01"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "024" "024" "024" "0211" "022221"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022221" "022221" "02221" "024" "024"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022224" "02221" "024" "024" "022221"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "024" "01" "024" "0211" "024"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "02221" "0211" "01" "01" "02221"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "01" "01" "01" "022223" "022221"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "024" "024" "02221" "024" "024"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "02221" "024" "024" "02313" "01"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "02221" "02221" "01" "024" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "024" "0211" "0211" "024" "01"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "01" "024" "02221" "01" "01"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "024" "02312" "024" "02223" "01"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "024" "024" "01" "024"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024" "024" "01" "024"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 3750))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "01" "01" "01" "01" "01"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "01" "0212" "0212" "02212" "0232"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "0212" "0232" "0232" "0232" "0232"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "024" "01" "0212"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "01" "01" "01" "0212" "024"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "0232" "0232" "0213" "02212" "01"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "0232" "01" "01" "0232" "024"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "01" "02212" "0232" "0232" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "0212" "01" "0232" "0212" "024"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "01" "0232" "0232" "02212" "01"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "0232" "0232" "0233" "024"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "0232" "0232" "0232" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024" "01" "01" "01" "01"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "0212" "0232" "01" "0212" "0232"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "0232" "0233" "01" "0232" "024"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "01" "0233" "0212" "024" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "0232" "01" "01" "0232" "0212"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "01" "024" "01" "0233" "0211"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "01" "0232" "01" "0232" "01"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "0212" "01" "0232" "01" "01"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "0232" "0232" "01" "0232" "0232"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "0232" "02212" "0211" "01"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "0212" "0232" "024" "01" "024"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "01" "0212" "0233" "01" "01"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "0232" "0212" "01" "0232" "01"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "01" "0232" "0232" "0232" "01"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "01" "0212" "024" "0232"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "01" "0232" "01" "01" "01"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "024" "01" "01" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "01"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "0232" "0212" "02212" "01" "0212"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "0212" "01" "0232" "0212"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "01" "0232" "01" "0232" "0212"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "0232" "01" "01" "0211" "0232"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "0212" "0232" "0233" "024" "0232"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "0232" "0233" "0232"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "01" "0212" "01" "0212" "0232"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "0232" "0232" "0233" "0232" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "024" "02212" "01" "0232" "0232"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "01" "024" "0232" "01" "024"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "0232" "01" "01" "0232" "0212"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "0232" "0233" "01" "0212" "01"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "0232" "0232" "0233" "0212" "0211"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "01" "0233" "0232" "0233" "0211"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "0232" "01" "01" "0211" "01"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "01" "01" "0233" "0212" "0232"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "0232" "0212" "0232" "01" "0232"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "0212" "0212" "02212" "0232" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "0232" "0232" "024" "0212" "0232"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "0211" "0212" "0232" "0212" "0232"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01" "01" "0212" "01"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "01" "01" "0232" "024" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "01" "01" "0233" "0232" "0232"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "024" "0233" "0212" "01" "0232"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "0232" "0232" "0232" "01" "0232"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "0211" "0212" "024" "024"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "01" "0232" "01" "01" "0232"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "0232" "01" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "01" "0212" "0232" "01" "0232"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "01" "024" "0232" "01"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "01" "01" "01" "01" "0232"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "01" "0232" "0233" "01" "0232"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "0212" "0232" "0232" "0233" "01"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "0232" "01" "0233" "0232" "0212"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01" "0212" "02212" "02212" "0232"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "0232" "0233" "01" "0232" "02222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "0232" "0212" "0232" "0232" "0232"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01" "0232" "0232" "01" "0232"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "0232" "0232" "0212" "0232" "024"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "024" "0211" "01" "0232" "0232"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "024" "0232" "01" "01" "0232"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "0232" "0212" "0232" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "0232" "0232" "02212" "01"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "01" "01" "01" "0232" "01"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "01" "024" "0232" "01" "01"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "0212" "01" "01" "01" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "0232" "0232" "0212"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "01" "01" "02212" "01" "0232"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "01" "024" "02311" "0211" "0232"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "0212" "0232" "01" "0232" "024"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "01" "0232" "0232" "01" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "01" "01" "024" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "0232" "02212" "01" "01" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "0232" "01"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "01" "01" "0232" "0233" "0232"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "01" "0211" "01" "0232" "01"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "0232" "0232" "0232" "0233" "01"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "01" "0232" "02212" "0211" "0232"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "0212" "01" "0213" "01" "0232"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "024" "0232" "0211" "0212"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "024" "0232" "0211" "0232" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "0232" "01" "01" "01" "0232"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "024" "0232" "01" "01" "01"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "01" "01" "0213" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024" "01" "01" "0232" "024"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "0232" "01" "0212" "0212" "02222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "0232" "024" "01" "01" "01"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "01" "0232" "0232" "01" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "0232" "0212" "0212" "01"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "01" "01" "01" "024" "01"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "01" "01" "01" "0232"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "0232" "01" "01" "01" "01"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "01" "01" "02212" "024" "01"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "0232" "01" "0232" "01" "0232"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024" "01" "01" "0232" "01"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "01" "0232" "02212" "0232" "0232"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "01" "0233" "0232" "0232" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "01" "024" "01" "0232" "01"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "0232" "0232" "0232" "0232" "01"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "0232" "01" "024" "0232" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "01" "01" "0232"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "0232" "02212" "0233" "0212" "01"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "0232" "024" "024" "0233" "0232"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024" "0232" "01" "0232" "01"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "0211" "01" "0232" "01" "024"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "01" "01" "02311" "0233" "0232"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "0212" "01" "0212" "0212" "0232"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "0232" "0211" "01" "0232"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "0232" "01" "0232" "01"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "024" "0233" "01" "0233" "0232"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "024" "0233" "01" "0232" "0232"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "01" "0233" "01" "0232"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "0232" "01" "0232" "01" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01" "0213" "0232" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "01" "0232" "0232" "0232" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "01" "01" "01" "01" "024"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "01" "0233" "0232" "01" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "01" "01" "01" "0232" "0232"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "01" "024" "0211" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "01" "0211" "0232"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "01" "0232" "0232" "0233" "0232"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "0212" "01" "024" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "01" "0233" "01" "024" "01"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "01" "01" "0232" "01" "0232"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "01" "02212" "01" "024" "01"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "0232" "0232" "02313" "0212" "0212"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "0232" "01" "0232" "0212"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "01" "01" "0232" "0233" "0232"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "0232" "0233" "0233" "01" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "0232" "024" "01" "0211" "0232"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "0213" "0212" "0232" "01" "0232"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "024" "01" "0233" "0232" "0232"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "024"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "024" "01" "0232" "01" "0232"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "0232" "024" "02212" "01" "0232"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "0232" "0232" "01" "0232" "0232"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "01" "0232" "0233" "01"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "01" "0212" "01" "01" "0232"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "01" "0232" "024" "024" "01"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "024" "01" "01" "02212" "0232"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "0212" "01" "0232" "01" "0212"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "0232" "0232" "0233" "0232" "0232"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "0232" "02212" "0232" "02212" "0232"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "0232" "01" "01" "01" "0212"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "0232" "0232" "0212" "0212" "01"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "0212" "0212" "0212" "0212" "0212"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "0212" "024" "01" "01" "01"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "0212" "0212" "01" "0232" "02211"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "01" "0213" "01" "0232"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "0213" "01" "0232" "01" "0212"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "0212" "02234" "0232" "01" "0212"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "01" "01" "0232" "0212" "0232"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "0232" "01" "01" "01" "024"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "0232" "0232" "0232" "0212" "01"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "0232" "0232" "0232" "02212" "0212"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "01" "01" "0212" "0212" "0212"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "01" "01" "01" "01" "01"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "01" "01" "0213" "01" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "01" "02211" "02312" "0211" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "02211" "02233" "0211" "02211"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "02211" "01" "0211" "0211" "02312"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "01" "0211" "02211" "02311" "01"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01" "01" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "0211" "02211" "02312" "0211" "01"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "024" "01" "02211" "0232" "0232"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "024" "02211" "024" "0211"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "0211" "01" "024" "02311" "024"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "02211" "02232" "01" "02312"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "01" "0211" "01" "01" "02211"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "01" "02211" "01" "0211" "0211"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "02211" "01" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "02312" "01" "02312" "02232" "01"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "01" "01" "02211" "01" "024"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "01" "01" "02211" "02312" "02312"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "0211" "0211" "02211" "02311" "024"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "01" "02311" "02213" "02211" "01"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "02211" "02213" "02311" "02211" "01"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "0213" "0211" "01" "024"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "01" "01" "02312" "01" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "02312" "01" "0211" "0211"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "01" "0211" "02211" "0211" "0211"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "01" "02213" "01" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "01" "0213" "0211" "01" "01"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "01" "02311" "02213" "0211" "01"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "0211" "01" "0211" "02311" "01"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "024" "01"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "024" "024" "01" "0211"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "0211" "02211" "02212" "02312" "02222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "02312" "02213" "02213" "02231" "01"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "02211" "0211" "01" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "02211" "02211" "02233" "0213" "024"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "02211" "01" "02231" "02311" "0213"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "01" "01" "01" "02311" "02312"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "01" "02232" "0211" "0211" "02312"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "02312" "02233" "02312" "01"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "024" "01" "02312" "02312" "024"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "02312" "01" "02211"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "01" "01" "01" "01" "02312"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "01" "01" "024" "0211" "0232"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "01" "02232" "01" "02311" "024"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "01" "02211" "02233" "024" "01"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "01" "0211" "024" "01" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "0211" "02313" "02312" "01" "02211"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "01" "01" "0211" "02211"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "01" "02232" "02311" "02211"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "0211" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01" "0211" "02211" "02211"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "02211" "01" "01"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "02312" "01" "02211" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "02211" "02213" "02213" "01" "01"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "02211" "024" "0211" "01" "01"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "01" "01" "02311" "02311" "01"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "01" "02211" "024" "0211" "01"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "01" "02233" "02211" "0211"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "01" "0211" "02211"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "02211" "02313" "01" "024" "01"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "0211" "01" "02311" "02213" "0232"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "02211" "02313" "02311" "01"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "02312" "01" "01" "01" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "024" "01" "0211" "02311" "02211"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "02211" "02211" "0232" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "01" "0211" "01" "024"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "01" "01" "0211" "02211" "02312"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "02312" "0211"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "02211" "02311" "02234" "02231" "0211"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "01" "0211" "01" "024" "01"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "01" "024" "02211" "02311" "024"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "01" "02213" "02311" "02213" "01"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "01" "01" "02211" "01" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "01" "02312" "024" "024" "02312"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "01" "01" "01" "01"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "02211" "02213" "02221" "01" "01"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "01" "0211" "01" "01" "01"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "01" "01" "01" "01" "0211"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "024" "02232" "01" "02211" "02211"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01" "024" "02233" "01" "01"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "01" "01" "024"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "01" "01" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "01" "01" "0211" "02232" "01"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "02211" "02212" "02211" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "02211" "02231" "02232" "0211" "01"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "01" "01" "01" "01" "01"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "02211" "01" "01" "01"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "01" "02231" "01" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "01" "01" "01" "024" "01"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "01" "02211" "01" "01" "01"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "0211" "01" "02211" "01" "02211"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "02211" "02233" "01" "01" "0211"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "01" "01" "01" "01" "02211"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "02211" "01" "024" "024"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "024" "01" "01" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "01" "024" "02313" "01"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "01" "02231" "02211" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "01" "02211" "02211" "01" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "01" "02231" "02231" "0211" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "01" "02231" "02231" "01" "01"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "01" "01" "01" "01"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "02211" "02211" "02312" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "01" "02211" "02213" "01"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "01" "01" "02312" "02312" "01"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "01" "02211" "02313" "02211" "01"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "01" "02232" "02211" "02211"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "01" "02211" "02211" "024" "01"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "02211" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "01" "02211" "01" "024" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "01" "024" "01" "01" "02211"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "02211" "01" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "024" "024" "01" "02211"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "01" "02213" "024" "02313" "02211"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "01" "02232" "024" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01" "02211" "01" "01"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "01" "02313" "01" "02231" "02211"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "024" "01" "01" "01"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01" "02232" "01" "01" "01"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "01" "024" "01" "02311" "024"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "01" "01" "01" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01" "01" "02211" "01" "01"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "024" "02233" "0211" "0211"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "01" "024" "02212" "01" "01"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "024" "02211" "01" "02313" "01"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01" "01" "01" "024"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "0211" "024" "02232" "024"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "01" "01"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "02211" "02313" "02231" "01" "01"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "01" "02211" "01"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01" "02211" "01" "01" "0211"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "024" "01" "01" "024" "02211"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "024" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "01" "02231" "01"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "01" "01" "01"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "01" "01" "01" "02211" "0213"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "01" "01" "024" "01" "02211"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "024" "01" "02211" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "024" "01" "02311" "024" "01"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "01" "02312" "02211" "02231" "01"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "01" "01" "0211" "01"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "01" "02231" "02313" "01" "01"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "01" "02213" "01" "01" "0211"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01" "024" "024"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "01" "02211" "02232" "01" "01"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "0211" "0211" "024"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "01" "01" "02211" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "01" "02231" "024" "02211" "01"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "01" "0211" "02211"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "01" "01" "02232" "02211" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "01" "0211" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "01" "024" "024" "02211" "01"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "024" "01" "01" "01"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "01" "01" "01" "01"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "01" "01" "01" "01" "01"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "024" "01" "01" "01" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "01" "02311" "01" "01" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "01" "01" "0211" "024"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "01" "01" "02312" "024" "0211"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "02312" "024" "01" "024" "0211"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01" "01" "01" "024"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "024" "01" "01" "01"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "0211" "0211" "024" "0211" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "024" "01" "01" "01" "01"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "024" "01" "02212" "01" "0211"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "01" "02311" "0211" "0211" "01"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "0211" "01" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "0211" "01" "01" "0211" "024"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "0211" "01" "01" "0211" "02312"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "01" "0211" "024" "0211" "01"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01" "0211" "024" "024" "01"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "0211" "024" "024" "01" "02312"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "01" "01" "01" "0211" "01"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "01" "02312" "0211" "01" "01"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "024" "024" "02312" "0211" "01"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "024" "024" "0211" "0211" "01"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "01" "01" "01" "01" "0211"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01" "01" "0211" "024" "0211"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "024" "01" "0211" "01" "024"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "01" "01" "02312" "02231" "0211"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "02211" "01" "0211" "02312" "02312"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "0213" "024" "01" "024" "01"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "0211" "01" "01" "02312" "0211"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "01" "02233" "01" "0211" "0211"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01" "01" "024" "0211" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "024" "01" "01" "01" "02312"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "0211" "01" "02312" "01" "0211"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "024" "02311" "01" "02312" "01"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "024" "01" "02232" "01" "01"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "024" "0211" "01" "01" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "0211" "01" "024" "0211" "0211"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "0211" "02312" "024" "024" "02312"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "024" "01" "0211" "01" "024"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "0211" "024" "024" "01" "01"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "01" "01" "02233" "024" "0211"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "024" "024" "01" "0211" "02312"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "01" "024" "024" "024" "01"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "024" "01" "02312" "0211" "024"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "02312" "024" "01" "01" "01"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01" "01" "01" "01" "01"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "0211" "01" "01" "01" "0211"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "0211" "024" "02312" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "0211" "01" "01" "0211" "01"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "01" "01" "02312" "0211" "02312"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "0211" "02312" "01" "01" "01"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "0211" "01" "01" "01" "0211"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "01" "024" "0211" "01" "01"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "02312" "024" "01" "02312" "01"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "01" "024" "0211" "01" "024"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "024" "01" "01" "024" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "024" "024" "0211" "024" "0211"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "01" "01" "01" "024" "024"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "01" "024" "0211" "024" "024"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01" "0211" "024" "0211" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "01" "01" "01" "01" "01"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "0211" "01" "01" "024" "024"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "0211" "01" "02211" "01" "024"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "01" "0211" "024" "01" "01"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "02312" "01" "01" "024" "01"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "02312" "02312" "01" "01" "024"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "0211" "02312" "01" "0213" "01"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "01" "0211" "024" "0211" "02312"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "024" "01" "0211" "0211" "01"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "01" "02312" "01" "024" "0211"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "024" "02312" "024" "0211" "01"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "01" "024" "0211" "024" "01"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "01" "02312" "01" "01" "0211"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01" "0213" "01" "024" "024"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "0211" "024" "024" "0211" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "01" "024" "01" "01"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "01" "01" "01" "01" "01"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "01" "01" "01" "01" "01"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "01" "01" "01" "01" "01"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "024" "01" "024" "01" "01"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "01" "01" "01" "01" "01"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "01" "01" "01" "02211" "01"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01" "01" "0211" "02313" "01"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "01" "01" "01" "01" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "01" "01" "01" "01" "01"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "0211" "01" "01" "01" "01"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "01" "02211" "0211" "0211" "01"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "01" "01" "01" "01" "01"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "01" "02233" "02312" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "01" "02232" "01" "01" "01"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "024" "0213" "01" "0211" "024"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "01" "01" "024" "01" "01"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "01" "01" "01" "01" "01"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "0211" "01" "01" "01" "01"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "01" "01" "01" "01" "01"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "01" "01" "024" "01" "01"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "01" "01" "01" "02312" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "0211" "024" "01" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "01" "01" "01" "01" "01"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "02312" "01" "02211" "01" "01"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "01" "01" "01" "01" "01"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "024" "02213" "01" "01"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "01" "01" "01" "01" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "01" "01" "01" "01" "01"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "01" "01" "02311" "01" "01"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "024" "01" "02232" "0213" "01"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "01" "0211" "01" "01" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "01" "01" "02233" "01" "01"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "01" "02233" "01" "01" "01"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "0211" "01" "01" "01" "01"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "01" "01" "0211" "02312" "01"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "01" "01" "01" "01" "01"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "01" "01" "01" "02312" "01"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "01" "01" "0211" "01" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "02312" "01" "02312" "01" "01"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "01" "01" "01" "01" "01"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "01" "01" "01" "01" "01"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "0211" "01" "01" "01" "02211"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "01" "01" "024" "0211" "01"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "01" "01" "01" "01" "01"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "01" "01" "01" "024" "024"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "024" "01" "01" "01"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "01" "01" "01" "01" "024"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "01" "01" "0211" "01" "024"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "01" "01" "01" "01" "024"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "02211" "0211" "02211" "01" "01"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "01" "01" "01" "01" "01"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "01" "01" "01" "01" "0211"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "01" "01" "01" "01" "01"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "01" "01" "01" "024"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "01" "01" "01" "024" "0212"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "01" "01" "01" "01" "02312"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "01" "01" "01" "01" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "01" "01" "01" "01" "01"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "024" "01" "02234" "02312" "01"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "01" "01" "01" "024" "01"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "01" "01" "02311" "01" "01"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "01" "02232" "01" "01" "01"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "01" "01" "01" "01"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "01" "02211" "01" "01" "01"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "024" "01" "01" "01" "02211"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "01" "01" "01" "024" "01"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "0211" "01" "01" "0211" "01"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "0211" "01" "02232" "01" "01"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "01" "01" "01" "01" "01"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "01" "01" "01" "0211" "01"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "01" "01" "01" "01" "02211"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "01" "01" "01" "02233" "0211"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "01" "01" "0213" "02312" "01"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "024" "01" "01" "01" "01"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "01" "01" "01" "01" "024"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "01" "01" "01" "01"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "02312" "01" "01" "01" "01"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "01" "0212" "0212" "01" "0212"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "0212" "0212" "0212" "0212" "0213"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "01" "02212" "0212" "0212" "0212"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "0212" "01" "01" "01" "01"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "01" "01" "01" "0212" "01"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "01" "01" "01" "02222" "0212"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "0212" "01" "0212" "01" "024"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "0212" "0212" "0212" "0212" "02222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "01" "01" "0212" "0212" "01"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "01" "0212" "02222" "0212" "02222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "01" "0212" "01" "01" "01"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "01" "0212" "01" "01" "01"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "0212" "024" "0212" "01" "0212"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "0212" "0212" "0212" "024" "0212"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "0212" "01" "0212" "0212" "0212"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "0232" "0212" "01" "01" "01"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "0212" "0212" "0212" "02222" "01"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "01" "0212" "024" "0213" "0212"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "0213" "01" "0212" "01" "01"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "0213" "01" "0212" "0212" "0212"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "0213" "0212" "02222" "01" "0212"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "0212" "0213" "0212" "0212" "0212"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "0213" "0212" "0213" "0212" "01"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "01" "01" "01" "01" "01"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "01" "01" "0212" "0213" "01"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "0213" "01" "01" "01" "0213"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "01" "01" "0212" "0213" "0212"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "01" "0212" "0212" "01" "0213"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "0212" "01" "0212" "0212" "0211"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "01" "02212" "0212" "01" "0212"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "01" "0212" "0212" "01" "01"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "0213" "01" "01" "0213" "0212"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "01" "0212" "02222" "0212" "01"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "01" "024" "01" "0213" "01"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "0212" "0212" "01" "024" "024"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "02222" "01" "0212" "01" "01"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "01" "0212" "01" "0212" "024"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "01" "01" "01" "01" "01"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "01" "01" "0212" "0212" "0212"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "0211" "01" "01" "024" "01"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "024" "0213" "024" "0212" "0212"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "0212" "01" "01" "01" "01"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "01" "0212" "0213" "0212" "01"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "0212" "0212" "01" "01" "0212"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "0212" "024" "0212" "0212" "01"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "02222" "01" "0212" "0213" "024"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "01" "024" "01" "01" "0212"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "01" "01" "01" "0212" "02222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "01" "0213" "01" "01" "024"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "01" "0212" "01" "0212" "0212"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "01" "0212" "0212" "01" "01"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "0212" "01" "0212" "01" "024"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "0212" "0212" "01" "0212" "01"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "01" "01" "0212" "01" "02222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "0212" "01" "01" "01" "0212"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "0212" "02222" "01" "0212" "01"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "01" "0212" "0212" "01" "01"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "024" "0212" "0212" "0212" "01"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "024" "0212" "0212" "0212" "01"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "0212" "01" "0212" "0212" "01"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "01" "01" "0212" "01" "01"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "01" "024" "0212" "024" "01"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "0212" "0211" "0213" "0212" "01"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "01" "0212" "02222" "0212" "01"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "0212" "0212" "0212" "01" "01"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "01" "01" "01" "0212" "024"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "01" "01" "0212" "01" "01"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "01" "0212" "0212" "0212" "01"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "0212" "0213" "0212" "01" "0213"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "0212" "01" "0212" "01" "01"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "0213" "024" "0212" "0212" "0212"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "02222" "024" "01" "01" "024"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024" "01" "0211" "0211" "0211"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "024" "01" "01" "02223" "02221"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "02222" "02223" "02221" "024" "024"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "024" "01" "024" "02221" "024"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "024" "02222" "024" "01" "01"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "02221" "024" "024" "024" "01"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "02222" "01" "01" "01" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024" "01" "02223" "024" "024"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "024" "0211" "01" "024" "0211"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "02222" "02221" "0211" "01" "01"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "02221" "024" "01" "024" "02221"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "02221" "024" "02222" "02221" "024"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "024" "0211" "024" "01" "0211"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "01" "024" "024" "01" "024"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "01" "01" "024" "024" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "01" "024" "02223" "01" "01"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "01" "01" "02222" "01" "02221"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "024" "02213" "02222" "024" "024"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "02221" "02223" "0211" "024" "01"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "024" "024" "0211" "024" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "01" "024" "024" "024" "01"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "024" "01" "024" "024" "02222"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "024" "024" "024" "024" "02221"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "01" "024" "0213" "024" "02222"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "01" "02221" "01" "02223" "01"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "024" "024" "02221" "024" "0211"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "02221" "024" "024" "02221" "024"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "02221" "024" "0211" "02221" "024"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "024" "02221" "02221" "0211" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "0211" "0213" "0211" "01" "01"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024" "01" "024" "01"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "0211" "024" "02222" "024" "024"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "0211" "02221" "024" "02221" "02222"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "01" "024" "024" "024" "024"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "02222" "01" "024" "024" "01"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "02222" "02221" "024" "01" "01"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "024" "024" "01" "024" "024"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "024" "024" "0211" "01" "02221"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "02222" "024" "02221" "01" "024"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "024" "02222" "02221" "01" "024"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024" "01" "02221" "02221" "01"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024" "01" "02222" "02223" "01"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "024" "0211" "024" "02222"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024" "024" "024" "024" "0211"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "02221" "02221" "0211" "024" "01"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "0211" "02213" "024" "024" "02312"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "02221" "01" "0213" "02222" "02221"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "02221" "024" "024" "01" "024"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "0211" "01" "0211" "02222" "01"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "02222" "0213" "02222" "01" "02221"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "0211" "024" "024" "01" "02222"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "01" "01" "02223" "02221" "01"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "01" "01" "02222" "024"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "02222" "024" "024" "024" "02221"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "02221" "024" "02222"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "024" "02223" "024" "01" "02221"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "01" "024" "024" "024" "0211"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "02221" "024" "01" "0211" "02221"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "02221" "02221" "024" "01" "02222"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "024" "01" "02221" "02312" "024"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "02222" "02223" "01" "0211" "024"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "024" "0211" "024" "024" "024"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "024" "024" "02221" "024" "024"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "02221" "02222" "01" "01" "02221"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "02222" "01" "024" "024" "0211"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024" "02221" "024" "024" "01"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024" "024" "024" "02221"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "01" "01" "024" "02221" "01"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "024" "01" "02221" "01" "024"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "02222" "02221" "02222" "01" "02222"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "01" "01" "01" "01" "01"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "024" "02221" "024" "024" "024"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "01" "0211" "024" "02222" "0211"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "0211" "01" "02221" "02221"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024" "01" "01" "01" "024"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "01" "02221" "024" "01" "01"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "02222" "02222" "024" "024"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "024" "01" "0211" "02222" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "0211" "01" "01" "02312" "024"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "01" "02221" "024" "01" "02222"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "02222" "01" "02221" "024" "0211"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "02221" "02221" "02221" "01" "02221"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "01" "01" "01" "01" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "024" "02312" "0213" "02313" "024"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "024" "0211" "02222" "01" "024"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "02221" "024" "024" "02222" "0211"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "02221" "01" "02221" "024" "0213"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "01" "02222" "02222" "024" "01"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "01" "024" "024" "02222" "01"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "024" "02312" "01" "0211" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "024" "01" "01" "024" "02221"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "024" "01" "024" "01" "01"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "024" "01" "024" "024" "01"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "024" "01" "024" "01" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "024" "02221" "024" "0211" "024"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "02221" "0211" "01" "024" "02221"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "02221" "01" "02222" "02222" "01"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "02221" "02221" "0211" "02223" "02222"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "024" "024" "0211" "024" "0211"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "01" "0211" "02223" "01" "024"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "02221" "024" "01" "024" "024"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "02221" "02222" "024" "02221" "024"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "02221" "024" "02213" "0211" "0213"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "01" "02223" "02222" "024" "02222"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "01" "024" "02222" "02221" "01"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "02222" "01" "024" "024" "01"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "01" "02213" "02222" "0211" "024"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "01" "024" "024" "01" "02221"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "024" "024" "01"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "01" "024" "01" "02221"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "02221" "01" "01" "01" "02221"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "01" "02222" "024" "02213" "02221"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "024" "01" "01" "01" "02312"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "024" "024" "02222" "024" "024"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "024" "02212" "024" "01" "02312"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "02222" "024" "01" "024" "02222"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024" "01" "024" "02221" "01"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "024" "02221" "024" "0213" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "01" "024" "01" "024" "02222"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024" "01" "02222" "024" "02221"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "02222" "02312" "024" "0211" "01"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "02222" "024" "024" "02221" "024"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "01" "02221" "01" "0211" "02221"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "02221" "01" "024" "0211" "024"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "0211" "01" "02213" "01" "02221"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "0211" "024" "024" "02223" "01"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "024" "02221" "01" "02221" "0211"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "02222" "02222" "01" "024" "01"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "024" "024" "024" "02221" "024"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "02221" "01" "01" "01" "024"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "0211" "024" "02221" "02222" "024"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "02222" "02221" "024" "024" "01"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "02221" "0211" "024" "02222" "01"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024" "0211" "02223" "02221" "01"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024" "02221" "02221" "02222" "01"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "024" "024" "024" "0211" "02222"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "02222" "02222" "02221" "024" "024"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "02222" "02221" "024" "024" "02222"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "024" "01" "024" "0211" "024"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "02221" "0211" "01" "01" "02221"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "01" "01" "01" "02222" "02222"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "024" "024" "02221" "024" "024"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "02221" "024" "024" "02313" "01"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "02221" "02221" "01" "024" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "024" "0211" "0211" "024" "01"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "01" "024" "02221" "01" "01"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "024" "02312" "024" "02223" "01"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "024" "024" "01" "024"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024" "024" "01" "024"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 4137))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "01" "01" "01" "01" "01"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "01" "021" "021" "02212" "0232"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "021" "0232" "0232" "0232" "0232"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "024" "01" "021"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "01" "01" "01" "021" "024"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "0232" "0232" "021" "02212" "01"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "0232" "01" "01" "0232" "024"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "01" "02212" "0232" "0232" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "021" "01" "0232" "021" "024"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "01" "0232" "0232" "02212" "01"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "0232" "0232" "0233" "024"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "0232" "0232" "0232" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024" "01" "01" "01" "01"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "021" "0232" "01" "021" "0232"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "0232" "0233" "01" "0232" "024"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "01" "0233" "021" "024" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "0232" "01" "01" "0232" "021"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "01" "024" "01" "0233" "021"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "01" "0232" "01" "0232" "01"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "021" "01" "0232" "01" "01"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "0232" "0232" "01" "0232" "0232"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "0232" "02212" "021" "01"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "021" "0232" "024" "01" "024"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "01" "021" "0233" "01" "01"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "0232" "021" "01" "0232" "01"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "01" "0232" "0232" "0232" "01"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "01" "021" "024" "0232"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "01" "0232" "01" "01" "01"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "024" "01" "01" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "02311" "01"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "0232" "021" "02212" "01" "021"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "021" "01" "0232" "021"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "01" "0232" "01" "0232" "021"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "0232" "01" "01" "021" "0232"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "021" "0232" "0233" "024" "0232"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "0232" "0233" "0232"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "01" "021" "01" "021" "0232"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "0232" "0232" "0233" "0232" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "024" "02212" "01" "0232" "0232"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "01" "024" "0232" "01" "024"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "0232" "01" "01" "0232" "021"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "0232" "0233" "01" "021" "01"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "0232" "0232" "0233" "021" "021"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "01" "0233" "0232" "0233" "021"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "0232" "01" "01" "021" "01"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "01" "01" "0233" "021" "0232"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "0232" "021" "0232" "01" "0232"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "021" "021" "02212" "0232" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "0232" "0232" "024" "021" "0232"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "021" "021" "0232" "021" "0232"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01" "01" "021" "01"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "01" "01" "0232" "024" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "01" "01" "0233" "0232" "0232"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "024" "0233" "021" "01" "0232"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "0232" "0232" "0232" "01" "0232"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "021" "021" "024" "024"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "01" "0232" "01" "01" "0232"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "0232" "01" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "01" "021" "0232" "01" "0232"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "01" "024" "0232" "01"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "01" "01" "01" "01" "0232"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "01" "0232" "0233" "01" "0232"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "021" "0232" "0232" "0233" "01"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "0232" "01" "0233" "0232" "021"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01" "021" "02212" "02212" "0232"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "0232" "0233" "01" "0232" "02222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "0232" "021" "0232" "0232" "0232"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01" "0232" "0232" "01" "0232"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "0232" "0232" "021" "0232" "024"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "024" "021" "01" "0232" "0232"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "024" "0232" "01" "01" "0232"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "0232" "021" "0232" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "0232" "0232" "02212" "01"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "01" "01" "01" "0232" "01"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "01" "024" "0232" "01" "01"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "021" "01" "01" "01" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "0232" "0232" "021"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "01" "01" "02212" "01" "0232"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "01" "024" "02311" "021" "0232"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "021" "0232" "01" "0232" "024"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "01" "0232" "0232" "01" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "01" "01" "024" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "0232" "02212" "01" "01" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "0232" "01"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "01" "01" "0232" "0233" "0232"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "01" "021" "01" "0232" "01"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "0232" "0232" "0232" "0233" "01"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "01" "0232" "02212" "021" "0232"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "021" "01" "021" "01" "0232"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "024" "0232" "021" "021"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "024" "0232" "021" "0232" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "0232" "01" "01" "01" "0232"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "024" "0232" "01" "01" "01"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "01" "01" "021" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024" "01" "01" "0232" "024"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "0232" "01" "021" "021" "02222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "0232" "024" "01" "01" "01"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "01" "0232" "0232" "01" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "0232" "021" "021" "01"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "01" "01" "01" "024" "01"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "01" "01" "01" "0232"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "0232" "01" "01" "01" "01"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "01" "01" "02212" "024" "01"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "0232" "01" "0232" "01" "0232"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024" "01" "01" "0232" "01"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "01" "0232" "02212" "0232" "0232"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "01" "0233" "0232" "0232" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "01" "024" "01" "0232" "01"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "0232" "0232" "0232" "0232" "01"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "0232" "01" "024" "0232" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "01" "01" "0232"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "0232" "02212" "0233" "021" "01"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "0232" "024" "024" "0233" "0232"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024" "0232" "01" "0232" "01"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "021" "01" "0232" "01" "024"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "01" "01" "02311" "0233" "0232"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "021" "01" "021" "021" "0232"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "0232" "021" "01" "0232"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "0232" "01" "0232" "01"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "024" "0233" "01" "0233" "0232"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "024" "0233" "01" "0232" "0232"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "01" "0233" "01" "0232"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "0232" "01" "0232" "01" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01" "021" "0232" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "01" "0232" "0232" "0232" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "01" "01" "01" "01" "024"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "01" "0233" "0232" "01" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "01" "01" "01" "0232" "0232"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "01" "024" "021" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "01" "021" "0232"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "01" "0232" "0232" "0233" "0232"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "021" "01" "024" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "01" "0233" "01" "024" "01"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "01" "01" "0232" "01" "0232"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "01" "02212" "01" "024" "01"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "0232" "0232" "02313" "021" "021"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "0232" "01" "0232" "021"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "01" "01" "0232" "0233" "0232"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "0232" "0233" "0233" "01" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "0232" "024" "01" "021" "0232"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "021" "021" "0232" "01" "0232"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "024" "01" "0233" "0232" "0232"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "024"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "024" "01" "0232" "01" "0232"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "0232" "024" "02212" "01" "0232"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "0232" "0232" "01" "0232" "0232"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "01" "0232" "0233" "01"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "01" "021" "01" "01" "0232"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "01" "0232" "024" "024" "01"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "024" "01" "01" "02212" "0232"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "021" "01" "0232" "01" "021"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "0232" "0232" "0233" "0232" "0232"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "0232" "02212" "0232" "02212" "0232"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "0232" "01" "01" "01" "021"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "0232" "0232" "021" "021" "01"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "021" "021" "021" "021" "021"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "021" "024" "01" "01" "01"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "021" "021" "01" "0232" "02211"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "01" "021" "01" "0232"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "021" "01" "0232" "01" "021"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "021" "02234" "0232" "01" "021"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "01" "01" "0232" "021" "0232"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "0232" "01" "01" "01" "024"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "0232" "0232" "0232" "021" "01"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "0232" "0232" "0232" "02212" "021"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "01" "01" "021" "021" "021"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "01" "01" "01" "01" "01"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "01" "01" "021" "01" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "01" "02211" "02312" "021" "02311"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "02211" "02233" "021" "02211"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "02211" "01" "021" "021" "02312"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "01" "021" "02211" "02311" "01"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "02311" "02311" "01" "01" "02311"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "021" "02211" "02312" "021" "01"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "024" "01" "02211" "0232" "0232"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "024" "02211" "024" "021"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "021" "01" "024" "02311" "024"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "02211" "02232" "01" "02312"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "01" "021" "01" "01" "02211"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "01" "02211" "01" "021" "021"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "02211" "01" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "02312" "01" "02312" "02232" "01"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "01" "01" "02211" "01" "024"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "01" "01" "02211" "02312" "02312"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "021" "021" "02211" "02311" "024"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "01" "02311" "02213" "02211" "01"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "02211" "02213" "02311" "02211" "01"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "021" "021" "01" "024"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "01" "01" "02312" "01" "02311"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "02311" "02312" "01" "021" "021"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "01" "021" "02211" "021" "021"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "01" "02213" "01" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "01" "021" "021" "01" "01"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "01" "02311" "02213" "021" "01"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "021" "01" "021" "02311" "01"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "02311" "02213" "02231" "024" "01"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "02311" "024" "024" "01" "021"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "021" "02211" "02212" "02312" "02222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "02312" "02213" "02213" "02231" "01"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "02211" "021" "01" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "02211" "02211" "02233" "021" "024"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "02211" "01" "02231" "02311" "021"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "01" "01" "01" "02311" "02312"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "01" "02232" "021" "021" "02312"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "02311" "02312" "02233" "02312" "01"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "024" "01" "02312" "02312" "024"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "02311" "02312" "01" "02211"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "01" "01" "01" "01" "02312"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "01" "01" "024" "021" "0232"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "01" "02232" "01" "02311" "024"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "01" "02211" "02233" "024" "01"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "01" "021" "024" "01" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "021" "02313" "02312" "01" "02211"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "02311" "01" "01" "021" "02211"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "01" "02232" "02311" "02211"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "021" "02213" "02232" "02311" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01" "021" "02211" "02211"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "02311" "02213" "02211" "01" "01"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "02311" "02312" "01" "02211" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "02311" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "02211" "02213" "02213" "01" "01"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "02211" "024" "021" "01" "01"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "01" "01" "02311" "02311" "01"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "01" "02211" "024" "021" "01"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "01" "02233" "02211" "021"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "01" "021" "02211"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "02211" "02313" "01" "024" "01"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "021" "01" "02311" "02213" "0232"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "02211" "02313" "02311" "01"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "02312" "01" "01" "01" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "024" "01" "021" "02311" "02211"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "02211" "02211" "0232" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "02311" "01" "021" "01" "024"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "01" "01" "021" "02211" "02312"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "02311" "02212" "02312" "021"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "02211" "02311" "02234" "02231" "021"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "01" "021" "01" "024" "01"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "01" "024" "02211" "02311" "024"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "01" "02213" "02311" "02213" "01"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "01" "01" "02211" "01" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "01" "02312" "024" "024" "02312"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "01" "01" "01" "01"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "02211" "02213" "02221" "01" "01"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "01" "021" "01" "01" "01"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "01" "01" "01" "01" "021"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "024" "02232" "01" "02211" "02211"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01" "024" "02233" "01" "01"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "01" "01" "024"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "01" "01" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "01" "01" "021" "02232" "01"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "02211" "02212" "02211" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "02211" "02231" "02232" "021" "01"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "01" "01" "01" "01" "01"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "02211" "01" "01" "01"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "01" "02231" "01" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "01" "01" "01" "024" "01"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "01" "02211" "01" "01" "01"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "021" "01" "02211" "01" "02211"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "02211" "02233" "01" "01" "021"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "01" "01" "01" "01" "02211"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "02211" "01" "024" "024"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "024" "01" "01" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "01" "024" "02313" "01"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "01" "02231" "02211" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "01" "02211" "02211" "01" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "01" "02231" "02231" "021" "02313"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "01" "02231" "02231" "01" "01"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "01" "01" "01" "01"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "02211" "02211" "02312" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "01" "02211" "02213" "01"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "01" "01" "02312" "02312" "01"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "01" "02211" "02313" "02211" "01"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "01" "02232" "02211" "02211"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "01" "02211" "02211" "024" "01"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "02211" "02311" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "01" "02211" "01" "024" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "01" "024" "01" "01" "02211"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "02211" "01" "02233" "02231" "02311"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "024" "024" "01" "02211"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "01" "02213" "024" "02313" "02211"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "02313" "01" "02232" "024" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01" "02211" "01" "01"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "01" "02313" "01" "02231" "02211"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "024" "01" "01" "01"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01" "02232" "01" "01" "01"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "01" "024" "01" "02311" "024"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "01" "01" "01" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01" "01" "02211" "01" "01"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "024" "02233" "021" "021"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "01" "024" "02212" "01" "01"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "024" "02211" "01" "02313" "01"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "02311" "01" "01" "01" "024"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "021" "024" "02232" "024"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "01" "01"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "02211" "02313" "02231" "01" "01"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "01" "02211" "01"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01" "02211" "01" "01" "021"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "024" "01" "01" "024" "02211"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "02311" "02313" "024" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "01" "02231" "01"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "01" "01" "01"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "01" "01" "01" "02211" "021"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "01" "01" "024" "01" "02211"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "024" "01" "02211" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "024" "01" "02311" "024" "01"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "01" "02312" "02211" "02231" "01"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "01" "01" "021" "01"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "01" "02231" "02313" "01" "01"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "01" "02213" "01" "01" "021"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01" "024" "024"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "01" "02211" "02232" "01" "01"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "021" "021" "024"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "01" "01" "02211" "02311" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "01" "02231" "024" "02211" "01"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "02313" "02231" "01" "021" "02211"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "01" "01" "02232" "02211" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "02313" "01" "021" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "01" "024" "024" "02211" "01"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "024" "01" "01" "01"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "01" "01" "01" "01"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "01" "01" "01" "01" "01"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "024" "01" "01" "01" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "01" "02311" "01" "01" "02311"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "02311" "01" "01" "021" "024"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "01" "01" "02312" "024" "021"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "02312" "024" "01" "024" "021"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01" "01" "01" "024"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "02311" "024" "01" "01" "01"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "021" "021" "024" "021" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "024" "01" "01" "01" "01"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "024" "01" "02212" "01" "021"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "01" "02311" "021" "021" "01"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "02311" "021" "01" "02313" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "021" "01" "01" "021" "024"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "021" "01" "01" "021" "02312"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "01" "021" "024" "021" "01"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01" "021" "024" "024" "01"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "021" "024" "024" "01" "02312"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "01" "01" "01" "021" "01"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "01" "02312" "021" "01" "01"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "024" "024" "02312" "021" "01"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "024" "024" "021" "021" "01"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "01" "01" "01" "01" "021"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01" "01" "021" "024" "021"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "024" "01" "021" "01" "024"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "01" "01" "02312" "02231" "021"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "02211" "01" "021" "02312" "02312"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "021" "024" "01" "024" "01"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "021" "01" "01" "02312" "021"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "01" "02233" "01" "021" "021"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01" "01" "024" "021" "02313"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "024" "01" "01" "01" "02312"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "021" "01" "02312" "01" "021"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "024" "02311" "01" "02312" "01"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "024" "01" "02232" "01" "01"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "024" "021" "01" "01" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "021" "01" "024" "021" "021"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "021" "02312" "024" "024" "02312"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "024" "01" "021" "01" "024"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "021" "024" "024" "01" "01"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "01" "01" "02233" "024" "021"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "024" "024" "01" "021" "02312"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "01" "024" "024" "024" "01"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "024" "01" "02312" "021" "024"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "02312" "024" "01" "01" "01"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01" "01" "01" "01" "01"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "021" "01" "01" "01" "021"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "021" "024" "02312" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "021" "01" "01" "021" "01"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "01" "01" "02312" "021" "02312"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "021" "02312" "01" "01" "01"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "021" "01" "01" "01" "021"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "01" "024" "021" "01" "01"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "02312" "024" "01" "02312" "01"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "01" "024" "021" "01" "024"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "024" "01" "01" "024" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "024" "024" "021" "024" "021"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "01" "01" "01" "024" "024"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "01" "024" "021" "024" "024"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01" "021" "024" "021" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "01" "01" "01" "01" "01"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "021" "01" "01" "024" "024"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "021" "01" "02211" "01" "024"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "01" "021" "024" "01" "01"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "02312" "01" "01" "024" "01"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "02312" "02312" "01" "01" "024"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "021" "02312" "01" "021" "01"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "01" "021" "024" "021" "02312"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "024" "01" "021" "021" "01"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "01" "02312" "01" "024" "021"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "024" "02312" "024" "021" "01"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "01" "024" "021" "024" "01"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "01" "02312" "01" "01" "021"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01" "021" "01" "024" "024"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "021" "024" "024" "021" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "01" "024" "01" "01"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "01" "01" "01" "01" "01"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "01" "01" "01" "01" "01"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "01" "01" "01" "01" "01"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "024" "01" "024" "01" "01"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "01" "01" "01" "01" "01"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "01" "01" "01" "02211" "01"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01" "01" "021" "02313" "01"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "01" "01" "01" "01" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "01" "01" "01" "01" "01"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "021" "01" "01" "01" "01"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "01" "02211" "021" "021" "01"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "01" "01" "01" "01" "01"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "01" "02233" "02312" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "01" "02232" "01" "01" "01"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "024" "021" "01" "021" "024"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "01" "01" "024" "01" "01"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "01" "01" "01" "01" "01"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "021" "01" "01" "01" "01"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "01" "01" "01" "01" "01"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "01" "01" "024" "01" "01"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "01" "01" "01" "02312" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "021" "024" "01" "02232" "02311"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "01" "01" "01" "01" "01"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "02312" "01" "02211" "01" "01"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "01" "01" "01" "01" "01"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "024" "02213" "01" "01"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "01" "01" "01" "01" "02311"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "01" "01" "01" "01" "01"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "01" "01" "02311" "01" "01"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "024" "01" "02232" "021" "01"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "01" "021" "01" "01" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "01" "01" "02233" "01" "01"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "01" "02233" "01" "01" "01"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "021" "01" "01" "01" "01"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "01" "01" "021" "02312" "01"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "01" "01" "01" "01" "01"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "01" "01" "01" "02312" "01"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "01" "01" "021" "01" "02311"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "02312" "01" "02312" "01" "01"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "01" "01" "01" "01" "01"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "01" "01" "01" "01" "01"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "021" "01" "01" "01" "02211"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "01" "01" "024" "021" "01"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "01" "01" "01" "01" "01"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "01" "01" "01" "024" "024"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "024" "01" "01" "01"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "01" "01" "01" "01" "024"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "01" "01" "021" "01" "024"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "01" "01" "01" "01" "024"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "02211" "021" "02211" "01" "01"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "01" "01" "01" "01" "01"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "01" "01" "01" "01" "021"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "01" "01" "01" "01" "01"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "01" "01" "01" "024"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "01" "01" "01" "024" "021"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "01" "01" "01" "01" "02312"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "01" "01" "01" "01" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "01" "01" "01" "01" "01"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "024" "01" "02234" "02312" "01"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "01" "01" "01" "024" "01"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "01" "01" "02311" "01" "01"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "01" "02232" "01" "01" "01"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "01" "01" "01" "01"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "01" "02211" "01" "01" "01"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "024" "01" "01" "01" "02211"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "01" "01" "01" "024" "01"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "021" "01" "01" "021" "01"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "021" "01" "02232" "01" "01"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "01" "01" "01" "01" "01"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "01" "01" "01" "021" "01"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "01" "01" "01" "01" "02211"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "01" "01" "01" "02233" "021"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "01" "01" "021" "02312" "01"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "024" "01" "01" "01" "01"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "01" "01" "01" "01" "024"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "01" "01" "01" "01"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "02312" "01" "01" "01" "01"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "01" "021" "021" "01" "021"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "021" "021" "021" "021" "021"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "01" "02212" "021" "021" "021"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "021" "01" "01" "01" "01"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "01" "01" "01" "021" "01"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "01" "01" "01" "02222" "021"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "01" "021" "01" "021" "021"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "021" "01" "021" "01" "024"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "021" "021" "021" "021" "02222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "01" "01" "021" "021" "01"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "01" "021" "02222" "021" "02222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "01" "021" "01" "01" "01"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "01" "021" "01" "01" "01"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "021" "021" "021" "01" "01"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "021" "024" "021" "01" "021"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "021" "021" "021" "024" "021"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "01" "021" "021" "01" "01"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "021" "01" "021" "021" "021"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "0232" "021" "01" "01" "01"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "021" "021" "021" "02222" "01"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "01" "021" "024" "021" "021"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "021" "01" "021" "01" "01"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "021" "01" "021" "021" "021"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "021" "021" "02222" "01" "021"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "021" "021" "021" "021" "021"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "01" "021" "021" "021" "01"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "021" "021" "021" "021" "01"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "01" "01" "01" "01" "01"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "01" "01" "021" "021" "01"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "021" "01" "01" "01" "021"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "01" "01" "021" "021" "021"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "01" "021" "021" "01" "021"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "021" "01" "021" "021" "021"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "01" "02212" "021" "01" "021"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "01" "021" "021" "01" "01"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "021" "021" "01" "021" "01"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "021" "01" "01" "021" "021"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "01" "021" "02222" "021" "01"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "01" "024" "01" "021" "01"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "021" "021" "01" "024" "024"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "02222" "01" "021" "01" "01"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "01" "021" "01" "021" "024"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "01" "01" "01" "01" "01"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "01" "01" "021" "021" "021"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "021" "01" "01" "024" "01"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "024" "021" "024" "021" "021"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "021" "01" "01" "01" "01"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "01" "021" "021" "021" "01"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "021" "021" "01" "01" "021"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "021" "024" "021" "021" "01"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "02222" "01" "021" "021" "024"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "01" "024" "01" "01" "021"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "01" "01" "01" "021" "02222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "01" "021" "01" "01" "024"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "01" "021" "01" "021" "021"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "01" "021" "021" "01" "01"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "021" "01" "021" "01" "024"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "021" "021" "01" "021" "01"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "01" "01" "021" "01" "02222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "021" "01" "01" "01" "021"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "021" "02222" "01" "021" "01"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "01" "021" "021" "01" "01"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "024" "021" "021" "021" "01"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "024" "021" "021" "021" "01"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "021" "01" "021" "021" "01"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "01" "01" "021" "01" "01"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "01" "024" "021" "024" "01"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "021" "021" "021" "021" "01"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "01" "021" "02222" "021" "01"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "021" "021" "021" "01" "01"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "01" "01" "01" "021" "024"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "01" "01" "021" "01" "01"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "01" "021" "021" "021" "01"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "021" "021" "021" "01" "021"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "021" "01" "021" "01" "01"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "021" "024" "021" "021" "021"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "02222" "024" "01" "01" "024"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024" "01" "021" "021" "021"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "024" "01" "01" "02223" "02221"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "02222" "02223" "02221" "024" "024"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "024" "01" "024" "02221" "024"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "024" "02222" "024" "01" "01"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "02221" "024" "024" "024" "01"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "02222" "01" "01" "01" "02313"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024" "01" "02223" "024" "024"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "024" "021" "01" "024" "021"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "02222" "02221" "021" "01" "01"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "02221" "024" "01" "024" "02221"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "02221" "024" "02222" "02221" "024"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "024" "021" "024" "01" "021"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "01" "024" "024" "01" "024"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "01" "01" "024" "024" "02313"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "01" "024" "02223" "01" "01"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "01" "01" "02222" "01" "02221"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "024" "02213" "02222" "024" "024"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "02221" "02223" "021" "024" "01"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "024" "024" "021" "024" "02313"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "01" "024" "024" "024" "01"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "024" "01" "024" "024" "02222"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "024" "024" "024" "024" "02221"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "01" "024" "021" "024" "02222"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "01" "02221" "01" "02223" "01"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "024" "024" "02221" "024" "021"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "02221" "024" "024" "02221" "024"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "02221" "024" "021" "02221" "024"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "024" "02221" "02221" "021" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "021" "021" "021" "01" "01"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024" "01" "024" "01"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "021" "024" "02222" "024" "024"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "021" "02221" "024" "02221" "02222"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "01" "024" "024" "024" "024"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "02222" "01" "024" "024" "01"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "02222" "02221" "024" "01" "01"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "024" "024" "01" "024" "024"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "024" "024" "021" "01" "02221"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "02222" "024" "02221" "01" "024"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "024" "02222" "02221" "01" "024"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024" "01" "02221" "02221" "01"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024" "01" "02222" "02223" "01"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "024" "021" "024" "02222"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024" "024" "024" "024" "021"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "02221" "02221" "021" "024" "01"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "021" "02213" "024" "024" "02312"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "02221" "01" "021" "02222" "02221"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "02221" "024" "024" "01" "024"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "021" "01" "021" "02222" "01"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "02222" "021" "02222" "01" "02221"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "021" "024" "024" "01" "02222"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "01" "01" "02223" "02221" "01"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "01" "01" "02222" "024"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "02222" "024" "024" "024" "02221"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "02221" "024" "02222"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "024" "02223" "024" "01" "02221"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "01" "024" "024" "024" "021"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "02221" "024" "01" "021" "02221"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "02221" "02221" "024" "01" "02222"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "024" "01" "02221" "02312" "024"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "02222" "02223" "01" "021" "024"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "024" "021" "024" "024" "024"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "024" "024" "02221" "024" "024"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "02221" "02222" "01" "01" "02221"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "02222" "01" "024" "024" "021"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024" "02221" "024" "024" "01"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024" "024" "024" "02221"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "01" "01" "024" "02221" "01"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "024" "01" "02221" "01" "024"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "02222" "02221" "02222" "01" "02222"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "01" "01" "01" "01" "01"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "024" "02221" "024" "024" "024"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "01" "021" "024" "02222" "021"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "021" "01" "02221" "02221"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024" "01" "01" "01" "024"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "01" "02221" "024" "01" "01"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "02222" "02222" "024" "024"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "024" "01" "021" "02222" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "021" "01" "01" "02312" "024"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "01" "02221" "024" "01" "02222"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "02222" "01" "02221" "024" "021"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "02221" "02221" "02221" "01" "02221"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "01" "01" "01" "01" "02313"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "024" "02312" "021" "02313" "024"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "024" "021" "02222" "01" "024"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "02221" "024" "024" "02222" "021"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "02221" "01" "02221" "024" "021"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "01" "02222" "02222" "024" "01"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "01" "024" "024" "02222" "01"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "024" "02312" "01" "021" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "024" "01" "01" "024" "02221"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "024" "01" "024" "01" "01"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "024" "01" "024" "024" "01"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "024" "01" "024" "01" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "024" "02221" "024" "021" "024"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "02221" "021" "01" "024" "02221"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "02221" "01" "02222" "02222" "01"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "02221" "02221" "021" "02223" "02222"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "024" "024" "021" "024" "021"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "01" "021" "02223" "01" "024"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "02221" "024" "01" "024" "024"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "02221" "02222" "024" "02221" "024"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "02221" "024" "02213" "021" "021"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "01" "02223" "02222" "024" "02222"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "01" "024" "02222" "02221" "01"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "02222" "01" "024" "024" "01"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "01" "02213" "02222" "021" "024"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "01" "024" "024" "01" "02221"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "024" "024" "01"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "01" "024" "01" "02221"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "02221" "01" "01" "01" "02221"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "01" "02222" "024" "02213" "02221"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "024" "01" "01" "01" "02312"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "024" "024" "02222" "024" "024"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "024" "02212" "024" "01" "02312"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "02222" "024" "01" "024" "02222"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024" "01" "024" "02221" "01"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "024" "02221" "024" "021" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "01" "024" "01" "024" "02222"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024" "01" "02222" "024" "02221"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "02222" "02312" "024" "021" "01"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "02222" "024" "024" "02221" "024"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "01" "02221" "01" "021" "02221"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "02221" "01" "024" "021" "024"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "021" "01" "02213" "01" "02221"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "021" "024" "024" "02223" "01"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "024" "02221" "01" "02221" "021"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "02222" "02222" "01" "024" "01"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "024" "024" "024" "02221" "024"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "02221" "01" "01" "01" "024"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "021" "024" "02221" "02222" "024"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "02222" "02221" "024" "024" "01"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "02221" "021" "024" "02222" "01"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024" "021" "02223" "02221" "01"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024" "02221" "02221" "02222" "01"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "024" "024" "024" "021" "02222"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "02222" "02222" "02221" "024" "024"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "02222" "02221" "024" "024" "02222"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "024" "01" "024" "021" "024"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "02221" "021" "01" "01" "02221"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "01" "01" "01" "02222" "02222"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "024" "024" "02221" "024" "024"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "02221" "024" "024" "02313" "01"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "02221" "02221" "01" "024" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "024" "021" "021" "024" "01"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "01" "024" "02221" "01" "01"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "024" "02312" "024" "02223" "01"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "024" "024" "01" "024"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024" "024" "01" "024"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 4952))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "01" "01" "01" "01" "01"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "01" "021" "021" "02212" "0232"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "021" "0232" "0232" "0232" "0232"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "024" "01" "021"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "01" "01" "01" "021" "024"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "0232" "0232" "021" "02212" "01"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "0232" "01" "01" "0232" "024"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "01" "02212" "0232" "0232" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "021" "01" "0232" "021" "024"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "01" "0232" "0232" "02212" "01"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "0232" "0232" "0233" "024"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "0232" "0232" "0232" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024" "01" "01" "01" "01"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "021" "0232" "01" "021" "0232"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "0232" "0233" "01" "0232" "024"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "01" "0233" "021" "024" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "0232" "01" "01" "0232" "021"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "01" "024" "01" "0233" "021"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "01" "0232" "01" "0232" "01"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "021" "01" "0232" "01" "01"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "0232" "0232" "01" "0232" "0232"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "0232" "02212" "021" "01"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "021" "0232" "024" "01" "024"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "01" "021" "0233" "01" "01"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "0232" "021" "01" "0232" "01"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "01" "0232" "0232" "0232" "01"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "01" "021" "024" "0232"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "01" "0232" "01" "01" "01"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "024" "01" "01" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "0231" "01"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "0232" "021" "02212" "01" "021"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "021" "01" "0232" "021"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "01" "0232" "01" "0232" "021"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "0232" "01" "01" "021" "0232"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "021" "0232" "0233" "024" "0232"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "0232" "0233" "0232"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "01" "021" "01" "021" "0232"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "0232" "0232" "0233" "0232" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "024" "02212" "01" "0232" "0232"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "01" "024" "0232" "01" "024"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "0232" "01" "01" "0232" "021"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "0232" "0233" "01" "021" "01"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "0232" "0232" "0233" "021" "021"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "01" "0233" "0232" "0233" "021"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "0232" "01" "01" "021" "01"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "01" "01" "0233" "021" "0232"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "0232" "021" "0232" "01" "0232"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "021" "021" "02212" "0232" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "0232" "0232" "024" "021" "0232"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "021" "021" "0232" "021" "0232"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01" "01" "021" "01"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "01" "01" "0232" "024" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "01" "01" "0233" "0232" "0232"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "024" "0233" "021" "01" "0232"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "0232" "0232" "0232" "01" "0232"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "021" "021" "024" "024"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "01" "0232" "01" "01" "0232"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "0232" "01" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "01" "021" "0232" "01" "0232"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "01" "024" "0232" "01"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "01" "01" "01" "01" "0232"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "01" "0232" "0233" "01" "0232"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "021" "0232" "0232" "0233" "01"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "0232" "01" "0233" "0232" "021"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01" "021" "02212" "02212" "0232"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "0232" "0233" "01" "0232" "02222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "0232" "021" "0232" "0232" "0232"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01" "0232" "0232" "01" "0232"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "0232" "0232" "021" "0232" "024"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "024" "021" "01" "0232" "0232"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "024" "0232" "01" "01" "0232"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "0232" "021" "0232" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "0232" "0232" "02212" "01"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "01" "01" "01" "0232" "01"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "01" "024" "0232" "01" "01"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "021" "01" "01" "01" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "0232" "0232" "021"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "01" "01" "02212" "01" "0232"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "01" "024" "0231" "021" "0232"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "021" "0232" "01" "0232" "024"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "01" "0232" "0232" "01" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "01" "01" "024" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "0232" "02212" "01" "01" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "0232" "01"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "01" "01" "0232" "0233" "0232"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "01" "021" "01" "0232" "01"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "0232" "0232" "0232" "0233" "01"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "01" "0232" "02212" "021" "0232"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "021" "01" "021" "01" "0232"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "024" "0232" "021" "021"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "024" "0232" "021" "0232" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "0232" "01" "01" "01" "0232"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "024" "0232" "01" "01" "01"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "01" "01" "021" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024" "01" "01" "0232" "024"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "0232" "01" "021" "021" "02222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "0232" "024" "01" "01" "01"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "01" "0232" "0232" "01" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "0232" "021" "021" "01"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "01" "01" "01" "024" "01"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "01" "01" "01" "0232"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "0232" "01" "01" "01" "01"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "01" "01" "02212" "024" "01"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "0232" "01" "0232" "01" "0232"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024" "01" "01" "0232" "01"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "01" "0232" "02212" "0232" "0232"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "01" "0233" "0232" "0232" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "01" "024" "01" "0232" "01"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "0232" "0232" "0232" "0232" "01"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "0232" "01" "024" "0232" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "01" "01" "0232"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "0232" "02212" "0233" "021" "01"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "0232" "024" "024" "0233" "0232"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024" "0232" "01" "0232" "01"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "021" "01" "0232" "01" "024"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "01" "01" "0231" "0233" "0232"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "021" "01" "021" "021" "0232"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "0232" "021" "01" "0232"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "0232" "01" "0232" "01"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "024" "0233" "01" "0233" "0232"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "024" "0233" "01" "0232" "0232"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "01" "0233" "01" "0232"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "0232" "01" "0232" "01" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01" "021" "0232" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "01" "0232" "0232" "0232" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "01" "01" "01" "01" "024"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "01" "0233" "0232" "01" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "01" "01" "01" "0232" "0232"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "01" "024" "021" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "01" "021" "0232"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "01" "0232" "0232" "0233" "0232"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "021" "01" "024" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "01" "0233" "01" "024" "01"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "01" "01" "0232" "01" "0232"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "01" "02212" "01" "024" "01"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "0232" "0232" "0231" "021" "021"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "0232" "01" "0232" "021"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "01" "01" "0232" "0233" "0232"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "0232" "0233" "0233" "01" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "0232" "024" "01" "021" "0232"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "021" "021" "0232" "01" "0232"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "024" "01" "0233" "0232" "0232"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "024"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "024" "01" "0232" "01" "0232"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "0232" "024" "02212" "01" "0232"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "0232" "0232" "01" "0232" "0232"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "01" "0232" "0233" "01"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "01" "021" "01" "01" "0232"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "01" "0232" "024" "024" "01"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "024" "01" "01" "02212" "0232"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "021" "01" "0232" "01" "021"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "0232" "0232" "0233" "0232" "0232"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "0232" "02212" "0232" "02212" "0232"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "0232" "01" "01" "01" "021"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "0232" "0232" "021" "021" "01"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "021" "021" "021" "021" "021"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "021" "024" "01" "01" "01"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "021" "021" "01" "0232" "02211"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "01" "021" "01" "0232"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "021" "01" "0232" "01" "021"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "021" "02234" "0232" "01" "021"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "01" "01" "0232" "021" "0232"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "0232" "01" "01" "01" "024"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "0232" "0232" "0232" "021" "01"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "0232" "0232" "0232" "02212" "021"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "01" "01" "021" "021" "021"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "01" "01" "01" "01" "01"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "01" "01" "021" "01" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "01" "02211" "0231" "021" "0231"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "02211" "02233" "021" "02211"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "02211" "01" "021" "021" "0231"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "01" "021" "02211" "0231" "01"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "0231" "0231" "01" "01" "0231"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "021" "02211" "0231" "021" "01"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "024" "01" "02211" "0232" "0232"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "024" "02211" "024" "021"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "021" "01" "024" "0231" "024"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "02211" "02232" "01" "0231"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "01" "021" "01" "01" "02211"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "01" "02211" "01" "021" "021"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "02211" "01" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "0231" "01" "0231" "02232" "01"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "01" "01" "02211" "01" "024"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "01" "01" "02211" "0231" "0231"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "021" "021" "02211" "0231" "024"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "01" "0231" "02213" "02211" "01"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "02211" "02213" "0231" "02211" "01"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "021" "021" "01" "024"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "01" "01" "0231" "01" "0231"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "0231" "0231" "01" "021" "021"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "01" "021" "02211" "021" "021"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "01" "02213" "01" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "01" "021" "021" "01" "01"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "01" "0231" "02213" "021" "01"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "021" "01" "021" "0231" "01"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "0231" "02213" "02231" "024" "01"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "0231" "024" "024" "01" "021"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "021" "02211" "02212" "0231" "02222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "0231" "02213" "02213" "02231" "01"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "02211" "021" "01" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "02211" "02211" "02233" "021" "024"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "02211" "01" "02231" "0231" "021"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "01" "01" "01" "0231" "0231"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "01" "02232" "021" "021" "0231"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "0231" "0231" "02233" "0231" "01"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "024" "01" "0231" "0231" "024"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "0231" "0231" "01" "02211"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "01" "01" "01" "01" "0231"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "01" "01" "024" "021" "0232"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "01" "02232" "01" "0231" "024"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "01" "02211" "02233" "024" "01"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "01" "021" "024" "01" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "021" "0231" "0231" "01" "02211"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "0231" "01" "01" "021" "02211"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "01" "02232" "0231" "02211"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "021" "02213" "02232" "0231" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01" "021" "02211" "02211"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "0231" "02213" "02211" "01" "01"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "0231" "0231" "01" "02211" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "0231" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "02211" "02213" "02213" "01" "01"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "02211" "024" "021" "01" "01"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "01" "01" "0231" "0231" "01"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "01" "02211" "024" "021" "01"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "01" "02233" "02211" "021"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "01" "021" "02211"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "02211" "0231" "01" "024" "01"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "021" "01" "0231" "02213" "0232"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "02211" "0231" "0231" "01"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "0231" "01" "01" "01" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "024" "01" "021" "0231" "02211"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "02211" "02211" "0232" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "0231" "01" "021" "01" "024"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "01" "01" "021" "02211" "0231"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "0231" "02212" "0231" "021"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "02211" "0231" "02234" "02231" "021"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "01" "021" "01" "024" "01"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "01" "024" "02211" "0231" "024"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "01" "02213" "0231" "02213" "01"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "01" "01" "02211" "01" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "01" "0231" "024" "024" "0231"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "01" "01" "01" "01"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "02211" "02213" "02221" "01" "01"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "01" "021" "01" "01" "01"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "01" "01" "01" "01" "021"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "024" "02232" "01" "02211" "02211"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01" "024" "02233" "01" "01"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "01" "01" "024"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "01" "01" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "01" "01" "021" "02232" "01"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "02211" "02212" "02211" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "02211" "02231" "02232" "021" "01"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "01" "01" "01" "01" "01"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "02211" "01" "01" "01"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "01" "02231" "01" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "01" "01" "01" "024" "01"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "01" "02211" "01" "01" "01"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "021" "01" "02211" "01" "02211"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "02211" "02233" "01" "01" "021"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "01" "01" "01" "01" "02211"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "02211" "01" "024" "024"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "024" "01" "01" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "01" "024" "0231" "01"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "01" "02231" "02211" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "01" "02211" "02211" "01" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "01" "02231" "02231" "021" "0231"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "01" "02231" "02231" "01" "01"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "01" "01" "01" "01"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "02211" "02211" "0231" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "01" "02211" "02213" "01"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "01" "01" "0231" "0231" "01"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "01" "02211" "0231" "02211" "01"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "01" "02232" "02211" "02211"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "01" "02211" "02211" "024" "01"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "02211" "0231" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "01" "02211" "01" "024" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "01" "024" "01" "01" "02211"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "02211" "01" "02233" "02231" "0231"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "024" "024" "01" "02211"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "01" "02213" "024" "0231" "02211"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "0231" "01" "02232" "024" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01" "02211" "01" "01"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "01" "0231" "01" "02231" "02211"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "024" "01" "01" "01"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01" "02232" "01" "01" "01"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "01" "024" "01" "0231" "024"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "01" "01" "01" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01" "01" "02211" "01" "01"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "024" "02233" "021" "021"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "01" "024" "02212" "01" "01"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "024" "02211" "01" "0231" "01"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "0231" "01" "01" "01" "024"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "021" "024" "02232" "024"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "01" "01"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "02211" "0231" "02231" "01" "01"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "01" "02211" "01"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01" "02211" "01" "01" "021"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "024" "01" "01" "024" "02211"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "0231" "0231" "024" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "01" "02231" "01"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "01" "01" "01"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "01" "01" "01" "02211" "021"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "01" "01" "024" "01" "02211"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "024" "01" "02211" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "024" "01" "0231" "024" "01"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "01" "0231" "02211" "02231" "01"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "01" "01" "021" "01"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "01" "02231" "0231" "01" "01"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "01" "02213" "01" "01" "021"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01" "024" "024"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "01" "02211" "02232" "01" "01"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "021" "021" "024"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "01" "01" "02211" "0231" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "01" "02231" "024" "02211" "01"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "0231" "02231" "01" "021" "02211"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "01" "01" "02232" "02211" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "0231" "01" "021" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "01" "024" "024" "02211" "01"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "024" "01" "01" "01"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "01" "01" "01" "01"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "01" "01" "01" "01" "01"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "024" "01" "01" "01" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "01" "0231" "01" "01" "0231"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "0231" "01" "01" "021" "024"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "01" "01" "0231" "024" "021"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "0231" "024" "01" "024" "021"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01" "01" "01" "024"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "0231" "024" "01" "01" "01"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "021" "021" "024" "021" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "024" "01" "01" "01" "01"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "024" "01" "02212" "01" "021"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "01" "0231" "021" "021" "01"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "0231" "021" "01" "0231" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "021" "01" "01" "021" "024"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "021" "01" "01" "021" "0231"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "01" "021" "024" "021" "01"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01" "021" "024" "024" "01"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "021" "024" "024" "01" "0231"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "01" "01" "01" "021" "01"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "01" "0231" "021" "01" "01"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "024" "024" "0231" "021" "01"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "024" "024" "021" "021" "01"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "01" "01" "01" "01" "021"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01" "01" "021" "024" "021"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "024" "01" "021" "01" "024"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "01" "01" "0231" "02231" "021"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "02211" "01" "021" "0231" "0231"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "021" "024" "01" "024" "01"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "021" "01" "01" "0231" "021"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "01" "02233" "01" "021" "021"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01" "01" "024" "021" "0231"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "024" "01" "01" "01" "0231"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "021" "01" "0231" "01" "021"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "024" "0231" "01" "0231" "01"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "024" "01" "02232" "01" "01"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "024" "021" "01" "01" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "021" "01" "024" "021" "021"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "021" "0231" "024" "024" "0231"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "024" "01" "021" "01" "024"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "021" "024" "024" "01" "01"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "01" "01" "02233" "024" "021"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "024" "024" "01" "021" "0231"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "01" "024" "024" "024" "01"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "024" "01" "0231" "021" "024"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "0231" "024" "01" "01" "01"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01" "01" "01" "01" "01"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "021" "01" "01" "01" "021"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "021" "024" "0231" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "021" "01" "01" "021" "01"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "01" "01" "0231" "021" "0231"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "021" "0231" "01" "01" "01"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "021" "01" "01" "01" "021"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "01" "024" "021" "01" "01"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "0231" "024" "01" "0231" "01"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "01" "024" "021" "01" "024"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "024" "01" "01" "024" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "024" "024" "021" "024" "021"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "01" "01" "01" "024" "024"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "01" "024" "021" "024" "024"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01" "021" "024" "021" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "01" "01" "01" "01" "01"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "021" "01" "01" "024" "024"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "021" "01" "02211" "01" "024"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "01" "021" "024" "01" "01"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "0231" "01" "01" "024" "01"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "0231" "0231" "01" "01" "024"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "021" "0231" "01" "021" "01"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "01" "021" "024" "021" "0231"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "024" "01" "021" "021" "01"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "01" "0231" "01" "024" "021"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "024" "0231" "024" "021" "01"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "01" "024" "021" "024" "01"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "01" "0231" "01" "01" "021"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01" "021" "01" "024" "024"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "021" "024" "024" "021" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "01" "024" "01" "01"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "01" "01" "01" "01" "01"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "01" "01" "01" "01" "01"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "01" "01" "01" "01" "01"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "024" "01" "024" "01" "01"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "01" "01" "01" "01" "01"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "01" "01" "01" "02211" "01"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01" "01" "021" "0231" "01"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "01" "01" "01" "01" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "01" "01" "01" "01" "01"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "021" "01" "01" "01" "01"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "01" "02211" "021" "021" "01"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "01" "01" "01" "01" "01"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "01" "02233" "0231" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "01" "02232" "01" "01" "01"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "024" "021" "01" "021" "024"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "01" "01" "024" "01" "01"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "01" "01" "01" "01" "01"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "021" "01" "01" "01" "01"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "01" "01" "01" "01" "01"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "01" "01" "024" "01" "01"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "01" "01" "01" "0231" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "021" "024" "01" "02232" "0231"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "01" "01" "01" "01" "01"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "0231" "01" "02211" "01" "01"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "01" "01" "01" "01" "01"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "024" "02213" "01" "01"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "01" "01" "01" "01" "0231"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "01" "01" "01" "01" "01"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "01" "01" "0231" "01" "01"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "024" "01" "02232" "021" "01"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "01" "021" "01" "01" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "01" "01" "02233" "01" "01"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "01" "02233" "01" "01" "01"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "021" "01" "01" "01" "01"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "01" "01" "021" "0231" "01"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "01" "01" "01" "01" "01"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "01" "01" "01" "0231" "01"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "01" "01" "021" "01" "0231"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "0231" "01" "0231" "01" "01"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "01" "01" "01" "01" "01"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "01" "01" "01" "01" "01"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "021" "01" "01" "01" "02211"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "01" "01" "024" "021" "01"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "01" "01" "01" "01" "01"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "01" "01" "01" "024" "024"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "024" "01" "01" "01"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "01" "01" "01" "01" "024"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "01" "01" "021" "01" "024"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "01" "01" "01" "01" "024"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "02211" "021" "02211" "01" "01"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "01" "01" "01" "01" "01"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "01" "01" "01" "01" "021"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "01" "01" "01" "01" "01"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "01" "01" "01" "024"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "01" "01" "01" "024" "021"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "01" "01" "01" "01" "0231"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "01" "01" "01" "01" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "01" "01" "01" "01" "01"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "024" "01" "02234" "0231" "01"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "01" "01" "01" "024" "01"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "01" "01" "0231" "01" "01"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "01" "02232" "01" "01" "01"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "01" "01" "01" "01"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "01" "02211" "01" "01" "01"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "024" "01" "01" "01" "02211"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "01" "01" "01" "024" "01"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "021" "01" "01" "021" "01"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "021" "01" "02232" "01" "01"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "01" "01" "01" "01" "01"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "01" "01" "01" "021" "01"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "01" "01" "01" "01" "02211"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "01" "01" "01" "02233" "021"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "01" "01" "021" "0231" "01"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "024" "01" "01" "01" "01"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "01" "01" "01" "01" "024"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "01" "01" "01" "01"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "0231" "01" "01" "01" "01"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "01" "021" "021" "01" "021"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "021" "021" "021" "021" "021"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "01" "02212" "021" "021" "021"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "021" "01" "01" "01" "01"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "01" "01" "01" "021" "01"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "01" "01" "01" "02222" "021"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "01" "021" "01" "021" "021"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "021" "01" "021" "01" "024"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "021" "021" "021" "021" "02222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "01" "01" "021" "021" "01"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "01" "021" "02222" "021" "02222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "01" "021" "01" "01" "01"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "01" "021" "01" "01" "01"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "021" "021" "021" "01" "01"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "021" "024" "021" "01" "021"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "021" "021" "021" "024" "021"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "01" "021" "021" "01" "01"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "021" "01" "021" "021" "021"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "0232" "021" "01" "01" "01"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "021" "021" "021" "02222" "01"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "01" "021" "024" "021" "021"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "021" "01" "021" "01" "01"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "021" "01" "021" "021" "021"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "021" "021" "02222" "01" "021"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "021" "021" "021" "021" "021"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "01" "021" "021" "021" "01"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "021" "021" "021" "021" "01"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "01" "01" "01" "01" "01"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "01" "01" "021" "021" "01"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "021" "01" "01" "01" "021"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "01" "01" "021" "021" "021"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "01" "021" "021" "01" "021"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "021" "01" "021" "021" "021"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "01" "02212" "021" "01" "021"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "01" "021" "021" "01" "01"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "021" "021" "01" "021" "01"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "021" "01" "01" "021" "021"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "01" "021" "02222" "021" "01"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "01" "024" "01" "021" "01"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "021" "021" "01" "024" "024"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "02222" "01" "021" "01" "01"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "01" "021" "01" "021" "024"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "01" "01" "01" "01" "01"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "01" "01" "021" "021" "021"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "021" "01" "01" "024" "01"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "024" "021" "024" "021" "021"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "021" "01" "01" "01" "01"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "01" "021" "021" "021" "01"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "021" "021" "01" "01" "021"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "021" "024" "021" "021" "01"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "02222" "01" "021" "021" "024"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "01" "024" "01" "01" "021"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "01" "01" "01" "021" "02222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "01" "021" "01" "01" "024"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "01" "021" "01" "021" "021"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "01" "021" "021" "01" "01"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "021" "01" "021" "01" "024"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "021" "021" "01" "021" "01"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "01" "01" "021" "01" "02222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "021" "01" "01" "01" "021"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "021" "02222" "01" "021" "01"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "01" "021" "021" "01" "01"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "024" "021" "021" "021" "01"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "024" "021" "021" "021" "01"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "021" "01" "021" "021" "01"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "01" "01" "021" "01" "01"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "01" "024" "021" "024" "01"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "021" "021" "021" "021" "01"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "01" "021" "02222" "021" "01"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "021" "021" "021" "01" "01"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "01" "01" "01" "021" "024"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "01" "01" "021" "01" "01"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "01" "021" "021" "021" "01"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "021" "021" "021" "01" "021"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "021" "01" "021" "01" "01"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "021" "024" "021" "021" "021"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "02222" "024" "01" "01" "024"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024" "01" "021" "021" "021"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "024" "01" "01" "02223" "02221"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "02222" "02223" "02221" "024" "024"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "024" "01" "024" "02221" "024"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "024" "02222" "024" "01" "01"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "02221" "024" "024" "024" "01"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "02222" "01" "01" "01" "0231"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024" "01" "02223" "024" "024"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "024" "021" "01" "024" "021"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "02222" "02221" "021" "01" "01"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "02221" "024" "01" "024" "02221"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "02221" "024" "02222" "02221" "024"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "024" "021" "024" "01" "021"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "01" "024" "024" "01" "024"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "01" "01" "024" "024" "0231"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "01" "024" "02223" "01" "01"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "01" "01" "02222" "01" "02221"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "024" "02213" "02222" "024" "024"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "02221" "02223" "021" "024" "01"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "024" "024" "021" "024" "0231"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "01" "024" "024" "024" "01"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "024" "01" "024" "024" "02222"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "024" "024" "024" "024" "02221"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "01" "024" "021" "024" "02222"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "01" "02221" "01" "02223" "01"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "024" "024" "02221" "024" "021"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "02221" "024" "024" "02221" "024"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "02221" "024" "021" "02221" "024"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "024" "02221" "02221" "021" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "021" "021" "021" "01" "01"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "02223" "024" "01" "024" "01"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "021" "024" "02222" "024" "024"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "021" "02221" "024" "02221" "02222"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "01" "024" "024" "024" "024"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "02222" "01" "024" "024" "01"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "02222" "02221" "024" "01" "01"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "024" "024" "01" "024" "024"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "024" "024" "021" "01" "02221"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "02222" "024" "02221" "01" "024"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "024" "02222" "02221" "01" "024"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024" "01" "02221" "02221" "01"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024" "01" "02222" "02223" "01"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "02223" "024" "021" "024" "02222"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024" "024" "024" "024" "021"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "02221" "02221" "021" "024" "01"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "021" "02213" "024" "024" "0231"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "02221" "01" "021" "02222" "02221"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "02221" "024" "024" "01" "024"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "021" "01" "021" "02222" "01"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "02222" "021" "02222" "01" "02221"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "021" "024" "024" "01" "02222"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "01" "01" "02223" "02221" "01"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "01" "01" "02222" "024"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "02222" "024" "024" "024" "02221"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "02223" "02223" "02221" "024" "02222"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "024" "02223" "024" "01" "02221"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "01" "024" "024" "024" "021"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "02221" "024" "01" "021" "02221"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "02221" "02221" "024" "01" "02222"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "024" "01" "02221" "0231" "024"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "02222" "02223" "01" "021" "024"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "024" "021" "024" "024" "024"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "024" "024" "02221" "024" "024"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "02221" "02222" "01" "01" "02221"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "02222" "01" "024" "024" "021"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024" "02221" "024" "024" "01"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024" "024" "024" "02221"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "01" "01" "024" "02221" "01"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "024" "01" "02221" "01" "024"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "02222" "02221" "02222" "01" "02222"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "01" "01" "01" "01" "01"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "024" "02221" "024" "024" "024"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "01" "021" "024" "02222" "021"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "021" "01" "02221" "02221"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024" "01" "01" "01" "024"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "01" "02221" "024" "01" "01"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "02223" "02222" "02222" "024" "024"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "024" "01" "021" "02222" "02223"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "021" "01" "01" "0231" "024"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "01" "02221" "024" "01" "02222"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "02222" "01" "02221" "024" "021"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "02221" "02221" "02221" "01" "02221"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "01" "01" "01" "01" "0231"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "024" "0231" "021" "0231" "024"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "024" "021" "02222" "01" "024"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "02221" "024" "024" "02222" "021"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "02221" "01" "02221" "024" "021"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "01" "02222" "02222" "024" "01"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "01" "024" "024" "02222" "01"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "024" "0231" "01" "021" "02223"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "024" "01" "01" "024" "02221"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "024" "01" "024" "01" "01"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "024" "01" "024" "024" "01"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "024" "01" "024" "01" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "024" "02221" "024" "021" "024"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "02221" "021" "01" "024" "02221"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "02221" "01" "02222" "02222" "01"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "02221" "02221" "021" "02223" "02222"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "024" "024" "021" "024" "021"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "01" "021" "02223" "01" "024"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "02221" "024" "01" "024" "024"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "02221" "02222" "024" "02221" "024"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "02221" "024" "02213" "021" "021"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "01" "02223" "02222" "024" "02222"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "01" "024" "02222" "02221" "01"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "02222" "01" "024" "024" "01"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "01" "02213" "02222" "021" "024"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "01" "024" "024" "01" "02221"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "02223" "024" "024" "01"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "02223" "01" "024" "01" "02221"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "02221" "01" "01" "01" "02221"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "01" "02222" "024" "02213" "02221"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "024" "01" "01" "01" "0231"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "024" "024" "02222" "024" "024"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "024" "02212" "024" "01" "0231"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "02222" "024" "01" "024" "02222"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024" "01" "024" "02221" "01"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "024" "02221" "024" "021" "02223"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "01" "024" "01" "024" "02222"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024" "01" "02222" "024" "02221"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "02222" "0231" "024" "021" "01"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "02222" "024" "024" "02221" "024"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "01" "02221" "01" "021" "02221"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "02221" "01" "024" "021" "024"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "021" "01" "02213" "01" "02221"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "021" "024" "024" "02223" "01"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "024" "02221" "01" "02221" "021"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "02222" "02222" "01" "024" "01"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "024" "024" "024" "02221" "024"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "02221" "01" "01" "01" "024"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "021" "024" "02221" "02222" "024"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "02222" "02221" "024" "024" "01"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "02221" "021" "024" "02222" "01"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024" "021" "02223" "02221" "01"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024" "02221" "02221" "02222" "01"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "024" "024" "024" "021" "02222"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "02222" "02222" "02221" "024" "024"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "02222" "02221" "024" "024" "02222"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "024" "01" "024" "021" "024"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "02221" "021" "01" "01" "02221"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "01" "01" "01" "02222" "02222"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "024" "024" "02221" "024" "024"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "02221" "024" "024" "0231" "01"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "02221" "02221" "01" "024" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "024" "021" "021" "024" "01"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "01" "024" "02221" "01" "01"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "024" "0231" "024" "02223" "01"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "024" "024" "01" "024"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024" "024" "01" "024"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 6027))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "01" "01" "01" "01" "01"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "01" "021" "021" "02212" "0232"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "021" "0232" "0232" "0232" "0232"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "024" "01" "021"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "01" "01" "01" "021" "024"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "0232" "0232" "021" "02212" "01"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "0232" "01" "01" "0232" "024"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "01" "02212" "0232" "0232" "0233"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "021" "01" "0232" "021" "024"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "01" "0232" "0232" "02212" "01"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "0233" "0232" "0232" "0233" "024"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "0233" "0232" "0232" "0232" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024" "01" "01" "01" "01"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "021" "0232" "01" "021" "0232"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "0232" "0233" "01" "0232" "024"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "01" "0233" "021" "024" "0233"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "0232" "01" "01" "0232" "021"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "01" "024" "01" "0233" "021"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "01" "0232" "01" "0232" "01"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "021" "01" "0232" "01" "01"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "0232" "0232" "01" "0232" "0232"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "0232" "02212" "021" "01"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "021" "0232" "024" "01" "024"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "01" "021" "0233" "01" "01"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "0232" "021" "01" "0232" "01"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "01" "0232" "0232" "0232" "01"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "01" "021" "024" "0232"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "01" "0232" "01" "01" "01"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "024" "01" "01" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "0233" "0233" "02212" "0231" "01"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "0232" "021" "02212" "01" "021"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "0233" "021" "01" "0232" "021"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "01" "0232" "01" "0232" "021"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "0232" "01" "01" "021" "0232"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "021" "0232" "0233" "024" "0232"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "0233" "0233" "0232" "0233" "0232"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "01" "021" "01" "021" "0232"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "0232" "0232" "0233" "0232" "0233"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "024" "02212" "01" "0232" "0232"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "01" "024" "0232" "01" "024"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "0232" "01" "01" "0232" "021"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "0232" "0233" "01" "021" "01"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "0232" "0232" "0233" "021" "021"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "01" "0233" "0232" "0233" "021"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "0232" "01" "01" "021" "01"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "01" "01" "0233" "021" "0232"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "0232" "021" "0232" "01" "0232"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "021" "021" "02212" "0232" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "0232" "0232" "024" "021" "0232"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "021" "021" "0232" "021" "0232"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "0233" "01" "01" "021" "01"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "01" "01" "0232" "024" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "01" "01" "0233" "0232" "0232"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "024" "0233" "021" "01" "0232"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "0232" "0232" "0232" "01" "0232"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "0233" "021" "021" "024" "024"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "01" "0232" "01" "01" "0232"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "0232" "01" "0233" "0233" "0233"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "01" "021" "0232" "01" "0232"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "01" "024" "0232" "01"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "01" "01" "01" "01" "0232"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "01" "0232" "0233" "01" "0232"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "021" "0232" "0232" "0233" "01"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "0232" "01" "0233" "0232" "021"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01" "021" "02212" "02212" "0232"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "0232" "0233" "01" "0232" "0222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "0232" "021" "0232" "0232" "0232"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01" "0232" "0232" "01" "0232"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "0232" "0232" "021" "0232" "024"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "024" "021" "01" "0232" "0232"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "024" "0232" "01" "01" "0232"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "0232" "021" "0232" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "0232" "0232" "02212" "01"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "01" "01" "01" "0232" "01"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "01" "024" "0232" "01" "01"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "021" "01" "01" "01" "0233"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "0232" "0232" "021"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "01" "01" "02212" "01" "0232"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "01" "024" "0231" "021" "0232"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "021" "0232" "01" "0232" "024"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "01" "0232" "0232" "01" "0233"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "0233" "01" "01" "024" "0233"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "0232" "02212" "01" "01" "0233"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "0233" "0233" "0232" "01"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "01" "01" "0232" "0233" "0232"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "01" "021" "01" "0232" "01"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "0232" "0232" "0232" "0233" "01"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "01" "0232" "02212" "021" "0232"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "021" "01" "021" "01" "0232"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "0233" "024" "0232" "021" "021"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "024" "0232" "021" "0232" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "0232" "01" "01" "01" "0232"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "024" "0232" "01" "01" "01"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "01" "01" "021" "02212" "0233"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024" "01" "01" "0232" "024"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "0232" "01" "021" "021" "0222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "0232" "024" "01" "01" "01"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "01" "0232" "0232" "01" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "0233" "0232" "021" "021" "01"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "01" "01" "01" "024" "01"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "0233" "01" "01" "01" "0232"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "0232" "01" "01" "01" "01"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "01" "01" "02212" "024" "01"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "0232" "01" "0232" "01" "0232"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024" "01" "01" "0232" "01"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "01" "0232" "02212" "0232" "0232"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "01" "0233" "0232" "0232" "0233"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "01" "024" "01" "0232" "01"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "0232" "0232" "0232" "0232" "01"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "0232" "01" "024" "0232" "0233"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "0233" "0233" "01" "01" "0232"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "0232" "02212" "0233" "021" "01"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "0232" "024" "024" "0233" "0232"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024" "0232" "01" "0232" "01"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "021" "01" "0232" "01" "024"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "01" "01" "0231" "0233" "0232"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "021" "01" "021" "021" "0232"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "0233" "0232" "021" "01" "0232"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "0232" "01" "0232" "01"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "024" "0233" "01" "0233" "0232"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "024" "0233" "01" "0232" "0232"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "01" "0233" "01" "0232"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "0232" "01" "0232" "01" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01" "021" "0232" "0233" "0233"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "01" "0232" "0232" "0232" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "01" "01" "01" "01" "024"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "01" "0233" "0232" "01" "0233"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "01" "01" "01" "0232" "0232"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "01" "024" "021" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "0233" "0233" "01" "021" "0232"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "01" "0232" "0232" "0233" "0232"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "021" "01" "024" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "01" "0233" "01" "024" "01"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "01" "01" "0232" "01" "0232"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "01" "02212" "01" "024" "01"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "0232" "0232" "0231" "021" "021"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "0232" "01" "0232" "021"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "01" "01" "0232" "0233" "0232"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "0232" "0233" "0233" "01" "0233"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "0232" "024" "01" "021" "0232"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "021" "021" "0232" "01" "0232"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "024" "01" "0233" "0232" "0232"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "0233" "02212" "0233" "0233" "024"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "024" "01" "0232" "01" "0232"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "0232" "024" "02212" "01" "0232"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "0232" "0232" "01" "0232" "0232"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "01" "0232" "0233" "01"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "01" "021" "01" "01" "0232"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "01" "0232" "024" "024" "01"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "024" "01" "01" "02212" "0232"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "021" "01" "0232" "01" "021"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "0232" "0232" "0233" "0232" "0232"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "0232" "02212" "0232" "02212" "0232"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "0232" "01" "01" "01" "021"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "0232" "0232" "021" "021" "01"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "021" "021" "021" "021" "021"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "021" "024" "01" "01" "01"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "021" "021" "01" "0232" "02211"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "01" "021" "01" "0232"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "021" "01" "0232" "01" "021"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "021" "02234" "0232" "01" "021"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "01" "01" "0232" "021" "0232"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "0232" "01" "01" "01" "024"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "0232" "0232" "0232" "021" "01"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "0232" "0232" "0232" "02212" "021"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "01" "01" "021" "021" "021"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "01" "01" "01" "01" "01"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "01" "01" "021" "01" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "01" "02211" "0231" "021" "0231"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "02211" "02233" "021" "02211"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "02211" "01" "021" "021" "0231"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "01" "021" "02211" "0231" "01"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "0231" "0231" "01" "01" "0231"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "021" "02211" "0231" "021" "01"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "024" "01" "02211" "0232" "0232"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "024" "02211" "024" "021"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "021" "01" "024" "0231" "024"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "02211" "02232" "01" "0231"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "01" "021" "01" "01" "02211"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "01" "02211" "01" "021" "021"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "02211" "01" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "0231" "01" "0231" "02232" "01"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "01" "01" "02211" "01" "024"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "01" "01" "02211" "0231" "0231"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "021" "021" "02211" "0231" "024"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "01" "0231" "02213" "02211" "01"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "02211" "02213" "0231" "02211" "01"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "021" "021" "01" "024"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "01" "01" "0231" "01" "0231"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "0231" "0231" "01" "021" "021"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "01" "021" "02211" "021" "021"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "01" "02213" "01" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "01" "021" "021" "01" "01"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "01" "0231" "02213" "021" "01"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "021" "01" "021" "0231" "01"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "0231" "02213" "02231" "024" "01"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "0231" "024" "024" "01" "021"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "021" "02211" "02212" "0231" "0222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "0231" "02213" "02213" "02231" "01"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "02211" "021" "01" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "02211" "02211" "02233" "021" "024"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "02211" "01" "02231" "0231" "021"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "01" "01" "01" "0231" "0231"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "01" "02232" "021" "021" "0231"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "0231" "0231" "02233" "0231" "01"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "024" "01" "0231" "0231" "024"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "0231" "0231" "01" "02211"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "01" "01" "01" "01" "0231"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "01" "01" "024" "021" "0232"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "01" "02232" "01" "0231" "024"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "01" "02211" "02233" "024" "01"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "01" "021" "024" "01" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "021" "0231" "0231" "01" "02211"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "0231" "01" "01" "021" "02211"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "01" "02232" "0231" "02211"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "021" "02213" "02232" "0231" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01" "021" "02211" "02211"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "0231" "02213" "02211" "01" "01"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "0231" "0231" "01" "02211" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "0231" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "02211" "02213" "02213" "01" "01"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "02211" "024" "021" "01" "01"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "01" "01" "0231" "0231" "01"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "01" "02211" "024" "021" "01"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "01" "02233" "02211" "021"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "01" "021" "02211"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "02211" "0231" "01" "024" "01"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "021" "01" "0231" "02213" "0232"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "02211" "0231" "0231" "01"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "0231" "01" "01" "01" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "024" "01" "021" "0231" "02211"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "02211" "02211" "0232" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "0231" "01" "021" "01" "024"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "01" "01" "021" "02211" "0231"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "0231" "02212" "0231" "021"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "02211" "0231" "02234" "02231" "021"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "01" "021" "01" "024" "01"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "01" "024" "02211" "0231" "024"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "01" "02213" "0231" "02213" "01"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "01" "01" "02211" "01" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "01" "0231" "024" "024" "0231"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "01" "01" "01" "01"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "02211" "02213" "0222" "01" "01"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "01" "021" "01" "01" "01"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "01" "01" "01" "01" "021"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "024" "02232" "01" "02211" "02211"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01" "024" "02233" "01" "01"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "01" "01" "024"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "01" "01" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "01" "01" "021" "02232" "01"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "02211" "02212" "02211" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "02211" "02231" "02232" "021" "01"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "01" "01" "01" "01" "01"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "02211" "01" "01" "01"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "01" "02231" "01" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "01" "01" "01" "024" "01"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "01" "02211" "01" "01" "01"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "021" "01" "02211" "01" "02211"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "02211" "02233" "01" "01" "021"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "01" "01" "01" "01" "02211"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "02211" "01" "024" "024"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "024" "01" "01" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "01" "024" "0231" "01"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "01" "02231" "02211" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "01" "02211" "02211" "01" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "01" "02231" "02231" "021" "0231"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "01" "02231" "02231" "01" "01"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "01" "01" "01" "01"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "02211" "02211" "0231" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "01" "02211" "02213" "01"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "01" "01" "0231" "0231" "01"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "01" "02211" "0231" "02211" "01"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "01" "02232" "02211" "02211"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "01" "02211" "02211" "024" "01"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "02211" "0231" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "01" "02211" "01" "024" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "01" "024" "01" "01" "02211"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "02211" "01" "02233" "02231" "0231"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "024" "024" "01" "02211"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "01" "02213" "024" "0231" "02211"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "0231" "01" "02232" "024" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01" "02211" "01" "01"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "01" "0231" "01" "02231" "02211"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "024" "01" "01" "01"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01" "02232" "01" "01" "01"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "01" "024" "01" "0231" "024"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "01" "01" "01" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01" "01" "02211" "01" "01"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "024" "02233" "021" "021"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "01" "024" "02212" "01" "01"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "024" "02211" "01" "0231" "01"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "0231" "01" "01" "01" "024"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "021" "024" "02232" "024"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "01" "01"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "02211" "0231" "02231" "01" "01"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "01" "02211" "01"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01" "02211" "01" "01" "021"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "024" "01" "01" "024" "02211"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "0231" "0231" "024" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "01" "02231" "01"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "01" "01" "01"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "01" "01" "01" "02211" "021"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "01" "01" "024" "01" "02211"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "024" "01" "02211" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "024" "01" "0231" "024" "01"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "01" "0231" "02211" "02231" "01"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "01" "01" "021" "01"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "01" "02231" "0231" "01" "01"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "01" "02213" "01" "01" "021"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01" "024" "024"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "01" "02211" "02232" "01" "01"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "021" "021" "024"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "01" "01" "02211" "0231" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "01" "02231" "024" "02211" "01"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "0231" "02231" "01" "021" "02211"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "01" "01" "02232" "02211" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "0231" "01" "021" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "01" "024" "024" "02211" "01"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "024" "01" "01" "01"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "01" "01" "01" "01"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "01" "01" "01" "01" "01"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "024" "01" "01" "01" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "01" "0231" "01" "01" "0231"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "0231" "01" "01" "021" "024"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "01" "01" "0231" "024" "021"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "0231" "024" "01" "024" "021"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01" "01" "01" "024"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "0231" "024" "01" "01" "01"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "021" "021" "024" "021" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "024" "01" "01" "01" "01"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "024" "01" "02212" "01" "021"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "01" "0231" "021" "021" "01"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "0231" "021" "01" "0231" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "021" "01" "01" "021" "024"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "021" "01" "01" "021" "0231"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "01" "021" "024" "021" "01"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01" "021" "024" "024" "01"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "021" "024" "024" "01" "0231"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "01" "01" "01" "021" "01"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "01" "0231" "021" "01" "01"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "024" "024" "0231" "021" "01"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "024" "024" "021" "021" "01"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "01" "01" "01" "01" "021"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01" "01" "021" "024" "021"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "024" "01" "021" "01" "024"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "01" "01" "0231" "02231" "021"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "02211" "01" "021" "0231" "0231"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "021" "024" "01" "024" "01"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "021" "01" "01" "0231" "021"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "01" "02233" "01" "021" "021"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01" "01" "024" "021" "0231"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "024" "01" "01" "01" "0231"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "021" "01" "0231" "01" "021"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "024" "0231" "01" "0231" "01"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "024" "01" "02232" "01" "01"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "024" "021" "01" "01" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "021" "01" "024" "021" "021"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "021" "0231" "024" "024" "0231"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "024" "01" "021" "01" "024"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "021" "024" "024" "01" "01"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "01" "01" "02233" "024" "021"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "024" "024" "01" "021" "0231"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "01" "024" "024" "024" "01"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "024" "01" "0231" "021" "024"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "0231" "024" "01" "01" "01"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01" "01" "01" "01" "01"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "021" "01" "01" "01" "021"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "021" "024" "0231" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "021" "01" "01" "021" "01"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "01" "01" "0231" "021" "0231"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "021" "0231" "01" "01" "01"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "021" "01" "01" "01" "021"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "01" "024" "021" "01" "01"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "0231" "024" "01" "0231" "01"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "01" "024" "021" "01" "024"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "024" "01" "01" "024" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "024" "024" "021" "024" "021"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "01" "01" "01" "024" "024"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "01" "024" "021" "024" "024"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01" "021" "024" "021" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "01" "01" "01" "01" "01"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "021" "01" "01" "024" "024"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "021" "01" "02211" "01" "024"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "01" "021" "024" "01" "01"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "0231" "01" "01" "024" "01"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "0231" "0231" "01" "01" "024"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "021" "0231" "01" "021" "01"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "01" "021" "024" "021" "0231"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "024" "01" "021" "021" "01"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "01" "0231" "01" "024" "021"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "024" "0231" "024" "021" "01"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "01" "024" "021" "024" "01"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "01" "0231" "01" "01" "021"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01" "021" "01" "024" "024"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "021" "024" "024" "021" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "01" "024" "01" "01"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "01" "01" "01" "01" "01"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "01" "01" "01" "01" "01"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "01" "01" "01" "01" "01"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "024" "01" "024" "01" "01"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "01" "01" "01" "01" "01"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "01" "01" "01" "02211" "01"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01" "01" "021" "0231" "01"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "01" "01" "01" "01" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "01" "01" "01" "01" "01"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "021" "01" "01" "01" "01"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "01" "02211" "021" "021" "01"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "01" "01" "01" "01" "01"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "01" "02233" "0231" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "01" "02232" "01" "01" "01"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "024" "021" "01" "021" "024"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "01" "01" "024" "01" "01"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "01" "01" "01" "01" "01"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "021" "01" "01" "01" "01"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "01" "01" "01" "01" "01"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "01" "01" "024" "01" "01"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "01" "01" "01" "0231" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "021" "024" "01" "02232" "0231"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "01" "01" "01" "01" "01"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "0231" "01" "02211" "01" "01"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "01" "01" "01" "01" "01"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "024" "02213" "01" "01"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "01" "01" "01" "01" "0231"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "01" "01" "01" "01" "01"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "01" "01" "0231" "01" "01"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "024" "01" "02232" "021" "01"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "01" "021" "01" "01" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "01" "01" "02233" "01" "01"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "01" "02233" "01" "01" "01"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "021" "01" "01" "01" "01"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "01" "01" "021" "0231" "01"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "01" "01" "01" "01" "01"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "01" "01" "01" "0231" "01"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "01" "01" "021" "01" "0231"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "0231" "01" "0231" "01" "01"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "01" "01" "01" "01" "01"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "01" "01" "01" "01" "01"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "021" "01" "01" "01" "02211"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "01" "01" "024" "021" "01"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "01" "01" "01" "01" "01"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "01" "01" "01" "024" "024"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "024" "01" "01" "01"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "01" "01" "01" "01" "024"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "01" "01" "021" "01" "024"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "01" "01" "01" "01" "024"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "02211" "021" "02211" "01" "01"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "01" "01" "01" "01" "01"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "01" "01" "01" "01" "021"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "01" "01" "01" "01" "01"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "01" "01" "01" "024"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "01" "01" "01" "024" "021"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "01" "01" "01" "01" "0231"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "01" "01" "01" "01" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "01" "01" "01" "01" "01"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "024" "01" "02234" "0231" "01"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "01" "01" "01" "024" "01"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "01" "01" "0231" "01" "01"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "01" "02232" "01" "01" "01"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "01" "01" "01" "01"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "01" "02211" "01" "01" "01"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "024" "01" "01" "01" "02211"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "01" "01" "01" "024" "01"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "021" "01" "01" "021" "01"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "021" "01" "02232" "01" "01"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "01" "01" "01" "01" "01"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "01" "01" "01" "021" "01"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "01" "01" "01" "01" "02211"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "01" "01" "01" "02233" "021"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "01" "01" "021" "0231" "01"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "024" "01" "01" "01" "01"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "01" "01" "01" "01" "024"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "01" "01" "01" "01"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "0231" "01" "01" "01" "01"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "01" "021" "021" "01" "021"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "021" "021" "021" "021" "021"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "01" "02212" "021" "021" "021"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "021" "01" "01" "01" "01"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "01" "01" "01" "021" "01"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "01" "01" "01" "0222" "021"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "01" "021" "01" "021" "021"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "021" "01" "021" "01" "024"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "021" "021" "021" "021" "0222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "01" "01" "021" "021" "01"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "01" "021" "0222" "021" "0222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "01" "021" "01" "01" "01"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "01" "021" "01" "01" "01"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "021" "021" "021" "01" "01"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "021" "024" "021" "01" "021"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "021" "021" "021" "024" "021"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "01" "021" "021" "01" "01"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "021" "01" "021" "021" "021"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "0232" "021" "01" "01" "01"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "021" "021" "021" "0222" "01"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "01" "021" "024" "021" "021"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "021" "01" "021" "01" "01"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "021" "01" "021" "021" "021"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "021" "021" "0222" "01" "021"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "021" "021" "021" "021" "021"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "01" "021" "021" "021" "01"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "021" "021" "021" "021" "01"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "01" "01" "01" "01" "01"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "01" "01" "021" "021" "01"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "021" "01" "01" "01" "021"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "01" "01" "021" "021" "021"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "01" "021" "021" "01" "021"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "021" "01" "021" "021" "021"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "01" "02212" "021" "01" "021"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "01" "021" "021" "01" "01"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "021" "021" "01" "021" "01"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "021" "01" "01" "021" "021"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "01" "021" "0222" "021" "01"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "01" "024" "01" "021" "01"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "021" "021" "01" "024" "024"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "0222" "01" "021" "01" "01"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "01" "021" "01" "021" "024"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "01" "01" "01" "01" "01"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "01" "01" "021" "021" "021"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "021" "01" "01" "024" "01"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "024" "021" "024" "021" "021"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "021" "01" "01" "01" "01"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "01" "021" "021" "021" "01"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "021" "021" "01" "01" "021"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "021" "024" "021" "021" "01"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "0222" "01" "021" "021" "024"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "01" "024" "01" "01" "021"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "01" "01" "01" "021" "0222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "01" "021" "01" "01" "024"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "01" "021" "01" "021" "021"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "01" "021" "021" "01" "01"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "021" "01" "021" "01" "024"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "021" "021" "01" "021" "01"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "01" "01" "021" "01" "0222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "021" "01" "01" "01" "021"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "021" "0222" "01" "021" "01"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "01" "021" "021" "01" "01"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "024" "021" "021" "021" "01"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "024" "021" "021" "021" "01"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "021" "01" "021" "021" "01"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "01" "01" "021" "01" "01"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "01" "024" "021" "024" "01"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "021" "021" "021" "021" "01"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "01" "021" "0222" "021" "01"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "021" "021" "021" "01" "01"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "01" "01" "01" "021" "024"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "01" "01" "021" "01" "01"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "01" "021" "021" "021" "01"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "021" "021" "021" "01" "021"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "021" "01" "021" "01" "01"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "021" "024" "021" "021" "021"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "0222" "024" "01" "01" "024"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024" "01" "021" "021" "021"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "024" "01" "01" "0222" "0222"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "0222" "0222" "0222" "024" "024"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "024" "01" "024" "0222" "024"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "024" "0222" "024" "01" "01"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "0222" "024" "024" "024" "01"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "0222" "01" "01" "01" "0231"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024" "01" "0222" "024" "024"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "024" "021" "01" "024" "021"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "0222" "0222" "021" "01" "01"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "0222" "024" "01" "024" "0222"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "0222" "024" "0222" "0222" "024"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "024" "021" "024" "01" "021"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "01" "024" "024" "01" "024"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "01" "01" "024" "024" "0231"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "01" "024" "0222" "01" "01"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "01" "01" "0222" "01" "0222"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "024" "02213" "0222" "024" "024"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "0222" "0222" "021" "024" "01"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "024" "024" "021" "024" "0231"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "01" "024" "024" "024" "01"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "024" "01" "024" "024" "0222"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "024" "024" "024" "024" "0222"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "01" "024" "021" "024" "0222"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "01" "0222" "01" "0222" "01"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "024" "024" "0222" "024" "021"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "0222" "024" "024" "0222" "024"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "0222" "024" "021" "0222" "024"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "024" "0222" "0222" "021" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "021" "021" "021" "01" "01"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "0222" "024" "01" "024" "01"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "021" "024" "0222" "024" "024"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "021" "0222" "024" "0222" "0222"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "01" "024" "024" "024" "024"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "0222" "01" "024" "024" "01"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "0222" "0222" "024" "01" "01"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "024" "024" "01" "024" "024"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "024" "024" "021" "01" "0222"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "0222" "024" "0222" "01" "024"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "024" "0222" "0222" "01" "024"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024" "01" "0222" "0222" "01"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024" "01" "0222" "0222" "01"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "0222" "024" "021" "024" "0222"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024" "024" "024" "024" "021"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "0222" "0222" "021" "024" "01"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "021" "02213" "024" "024" "0231"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "0222" "01" "021" "0222" "0222"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "0222" "024" "024" "01" "024"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "021" "01" "021" "0222" "01"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "0222" "021" "0222" "01" "0222"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "021" "024" "024" "01" "0222"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "01" "01" "0222" "0222" "01"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "01" "01" "0222" "024"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "0222" "024" "024" "024" "0222"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "0222" "0222" "0222" "024" "0222"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "024" "0222" "024" "01" "0222"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "01" "024" "024" "024" "021"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "0222" "024" "01" "021" "0222"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "0222" "0222" "024" "01" "0222"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "024" "01" "0222" "0231" "024"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "0222" "0222" "01" "021" "024"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "024" "021" "024" "024" "024"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "024" "024" "0222" "024" "024"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "0222" "0222" "01" "01" "0222"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "0222" "01" "024" "024" "021"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024" "0222" "024" "024" "01"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024" "024" "024" "0222"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "01" "01" "024" "0222" "01"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "024" "01" "0222" "01" "024"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "0222" "0222" "0222" "01" "0222"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "01" "01" "01" "01" "01"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "024" "0222" "024" "024" "024"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "01" "021" "024" "0222" "021"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "021" "01" "0222" "0222"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024" "01" "01" "01" "024"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "01" "0222" "024" "01" "01"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "0222" "0222" "0222" "024" "024"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "024" "01" "021" "0222" "0222"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "021" "01" "01" "0231" "024"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "01" "0222" "024" "01" "0222"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "0222" "01" "0222" "024" "021"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "0222" "0222" "0222" "01" "0222"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "01" "01" "01" "01" "0231"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "024" "0231" "021" "0231" "024"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "024" "021" "0222" "01" "024"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "0222" "024" "024" "0222" "021"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "0222" "01" "0222" "024" "021"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "01" "0222" "0222" "024" "01"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "01" "024" "024" "0222" "01"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "024" "0231" "01" "021" "0222"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "024" "01" "01" "024" "0222"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "024" "01" "024" "01" "01"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "024" "01" "024" "024" "01"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "024" "01" "024" "01" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "024" "0222" "024" "021" "024"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "0222" "021" "01" "024" "0222"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "0222" "01" "0222" "0222" "01"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "0222" "0222" "021" "0222" "0222"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "024" "024" "021" "024" "021"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "01" "021" "0222" "01" "024"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "0222" "024" "01" "024" "024"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "0222" "0222" "024" "0222" "024"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "0222" "024" "02213" "021" "021"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "01" "0222" "0222" "024" "0222"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "01" "024" "0222" "0222" "01"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "0222" "01" "024" "024" "01"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "01" "02213" "0222" "021" "024"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "01" "024" "024" "01" "0222"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "0222" "024" "024" "01"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "0222" "01" "024" "01" "0222"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "0222" "01" "01" "01" "0222"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "01" "0222" "024" "02213" "0222"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "024" "01" "01" "01" "0231"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "024" "024" "0222" "024" "024"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "024" "02212" "024" "01" "0231"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "0222" "024" "01" "024" "0222"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024" "01" "024" "0222" "01"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "024" "0222" "024" "021" "0222"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "01" "024" "01" "024" "0222"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024" "01" "0222" "024" "0222"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "0222" "0231" "024" "021" "01"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "0222" "024" "024" "0222" "024"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "01" "0222" "01" "021" "0222"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "0222" "01" "024" "021" "024"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "021" "01" "02213" "01" "0222"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "021" "024" "024" "0222" "01"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "024" "0222" "01" "0222" "021"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "0222" "0222" "01" "024" "01"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "024" "024" "024" "0222" "024"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "0222" "01" "01" "01" "024"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "021" "024" "0222" "0222" "024"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "0222" "0222" "024" "024" "01"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "0222" "021" "024" "0222" "01"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024" "021" "0222" "0222" "01"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024" "0222" "0222" "0222" "01"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "024" "024" "024" "021" "0222"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "0222" "0222" "0222" "024" "024"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "0222" "0222" "024" "024" "0222"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "024" "01" "024" "021" "024"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "0222" "021" "01" "01" "0222"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "01" "01" "01" "0222" "0222"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "024" "024" "0222" "024" "024"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "0222" "024" "024" "0231" "01"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "0222" "0222" "01" "024" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "024" "021" "021" "024" "01"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "01" "024" "0222" "01" "01"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "024" "0231" "024" "0222" "01"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "024" "024" "01" "024"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024" "024" "01" "024"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 7097))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "01" "01" "01" "01" "01"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "01" "021" "021" "02212" "023"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "021" "023" "023" "023" "023"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "02232" "024" "01" "021"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "01" "01" "01" "021" "024"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "023" "023" "021" "02212" "01"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "023" "01" "01" "023" "024"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "01" "02212" "023" "023" "023"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "021" "01" "023" "021" "024"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "01" "023" "023" "02212" "01"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "023" "023" "023" "023" "024"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "023" "023" "023" "023" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024" "01" "01" "01" "01"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "021" "023" "01" "021" "023"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "023" "023" "01" "023" "024"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "01" "023" "021" "024" "023"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "023" "01" "01" "023" "021"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "01" "024" "01" "023" "021"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "01" "023" "01" "023" "01"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "021" "01" "023" "01" "01"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "023" "023" "01" "023" "023"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "023" "02212" "021" "01"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "021" "023" "024" "01" "024"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "01" "021" "023" "01" "01"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "023" "021" "01" "023" "01"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "01" "023" "023" "023" "01"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "01" "021" "024" "023"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "01" "023" "01" "01" "01"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "024" "01" "01" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "023" "023" "02212" "023" "01"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "023" "021" "02212" "01" "021"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "023" "021" "01" "023" "021"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "01" "023" "01" "023" "021"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "023" "01" "01" "021" "023"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "021" "023" "023" "024" "023"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "023" "023" "023" "023" "023"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "01" "021" "01" "021" "023"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "023" "023" "023" "023" "023"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "024" "02212" "01" "023" "023"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "01" "024" "023" "01" "024"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "023" "01" "01" "023" "021"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "023" "023" "01" "021" "01"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "023" "023" "023" "021" "021"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "01" "023" "023" "023" "021"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "023" "01" "01" "021" "01"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "01" "01" "023" "021" "023"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "023" "021" "023" "01" "023"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "021" "021" "02212" "023" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "023" "023" "024" "021" "023"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "021" "021" "023" "021" "023"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "023" "01" "01" "021" "01"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "01" "01" "023" "024" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "01" "01" "023" "023" "023"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "024" "023" "021" "01" "023"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "023" "023" "023" "01" "023"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "023" "021" "021" "024" "024"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "01" "023" "01" "01" "023"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "023" "01" "023" "023" "023"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "01" "021" "023" "01" "023"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "01" "024" "023" "01"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "01" "01" "01" "01" "023"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "01" "023" "023" "01" "023"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "021" "023" "023" "023" "01"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "023" "01" "023" "023" "021"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01" "021" "02212" "02212" "023"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "023" "023" "01" "023" "0222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "023" "021" "023" "023" "023"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01" "023" "023" "01" "023"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "023" "023" "021" "023" "024"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "024" "021" "01" "023" "023"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "024" "023" "01" "01" "023"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "023" "021" "023" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "023" "023" "02212" "01"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "01" "01" "01" "023" "01"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "01" "024" "023" "01" "01"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "021" "01" "01" "01" "023"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "023" "023" "021"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "01" "01" "02212" "01" "023"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "01" "024" "023" "021" "023"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "021" "023" "01" "023" "024"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "01" "023" "023" "01" "023"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "023" "01" "01" "024" "023"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "023" "02212" "01" "01" "023"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "023" "023" "023" "01"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "01" "01" "023" "023" "023"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "01" "021" "01" "023" "01"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "023" "023" "023" "023" "01"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "01" "023" "02212" "021" "023"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "021" "01" "021" "01" "023"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "023" "024" "023" "021" "021"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "024" "023" "021" "023" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "023" "01" "01" "01" "023"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "024" "023" "01" "01" "01"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "01" "01" "021" "02212" "023"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024" "01" "01" "023" "024"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "023" "01" "021" "021" "0222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "023" "024" "01" "01" "01"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "01" "023" "023" "01" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "023" "023" "021" "021" "01"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "01" "01" "01" "024" "01"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "023" "01" "01" "01" "023"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "023" "01" "01" "01" "01"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "01" "01" "02212" "024" "01"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "023" "01" "023" "01" "023"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024" "01" "01" "023" "01"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "01" "023" "02212" "023" "023"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "01" "023" "023" "023" "023"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "01" "024" "01" "023" "01"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "023" "023" "023" "023" "01"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "023" "01" "024" "023" "023"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "023" "023" "01" "01" "023"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "023" "02212" "023" "021" "01"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "023" "024" "024" "023" "023"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024" "023" "01" "023" "01"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "021" "01" "023" "01" "024"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "01" "01" "023" "023" "023"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "021" "01" "021" "021" "023"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "023" "023" "021" "01" "023"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "023" "01" "023" "01"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "024" "023" "01" "023" "023"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "024" "023" "01" "023" "023"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "01" "023" "01" "023"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "023" "01" "023" "01" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01" "021" "023" "023" "023"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "01" "023" "023" "023" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "01" "01" "01" "01" "024"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "01" "023" "023" "01" "023"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "01" "01" "01" "023" "023"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "01" "024" "021" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "023" "023" "01" "021" "023"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "01" "023" "023" "023" "023"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "021" "01" "024" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "01" "023" "01" "024" "01"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "01" "01" "023" "01" "023"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "01" "02212" "01" "024" "01"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "023" "023" "023" "021" "021"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "023" "01" "023" "021"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "01" "01" "023" "023" "023"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "023" "023" "023" "01" "023"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "023" "024" "01" "021" "023"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "021" "021" "023" "01" "023"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "024" "01" "023" "023" "023"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "023" "02212" "023" "023" "024"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "024" "01" "023" "01" "023"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "023" "024" "02212" "01" "023"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "023" "023" "01" "023" "023"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "01" "023" "023" "01"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "01" "021" "01" "01" "023"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "01" "023" "024" "024" "01"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "024" "01" "01" "02212" "023"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "021" "01" "023" "01" "021"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "023" "023" "023" "023" "023"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "023" "02212" "023" "02212" "023"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "023" "01" "01" "01" "021"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "023" "023" "021" "021" "01"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "021" "021" "021" "021" "021"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "021" "024" "01" "01" "01"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "021" "021" "01" "023" "02211"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "01" "021" "01" "023"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "021" "01" "023" "01" "021"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "021" "02234" "023" "01" "021"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "01" "01" "023" "021" "023"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "023" "01" "01" "01" "024"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "023" "023" "023" "021" "01"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "023" "023" "023" "02212" "021"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "01" "01" "021" "021" "021"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "01" "01" "01" "01" "01"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "01" "01" "021" "01" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "01" "02211" "023" "021" "023"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "02211" "02233" "021" "02211"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "02211" "01" "021" "021" "023"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "01" "021" "02211" "023" "01"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "023" "023" "01" "01" "023"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "021" "02211" "023" "021" "01"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "024" "01" "02211" "023" "023"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "02233" "024" "02211" "024" "021"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "021" "01" "024" "023" "024"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "02231" "02211" "02232" "01" "023"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "01" "021" "01" "01" "02211"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "01" "02211" "01" "021" "021"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "02211" "01" "02232" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "023" "01" "023" "02232" "01"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "01" "01" "02211" "01" "024"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "01" "01" "02211" "023" "023"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "021" "021" "02211" "023" "024"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "01" "023" "02213" "02211" "01"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "02211" "02213" "023" "02211" "01"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "021" "021" "01" "024"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "01" "01" "023" "01" "023"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "023" "023" "01" "021" "021"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "01" "021" "02211" "021" "021"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "01" "02213" "01" "02213" "02231"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "01" "021" "021" "01" "01"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "01" "023" "02213" "021" "01"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "021" "01" "021" "023" "01"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "023" "02213" "02231" "024" "01"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "023" "024" "024" "01" "021"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "021" "02211" "02212" "023" "0222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "023" "02213" "02213" "02231" "01"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "02211" "021" "01" "02233"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "02211" "02211" "02233" "021" "024"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "02211" "01" "02231" "023" "021"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "01" "01" "01" "023" "023"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "01" "02232" "021" "021" "023"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "023" "023" "02233" "023" "01"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "024" "01" "023" "023" "024"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "023" "023" "01" "02211"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "01" "01" "01" "01" "023"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "01" "01" "024" "021" "023"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "01" "02232" "01" "023" "024"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "01" "02211" "02233" "024" "01"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "01" "021" "024" "01" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "021" "023" "023" "01" "02211"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "023" "01" "01" "021" "02211"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "02233" "01" "02232" "023" "02211"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "021" "02213" "02232" "023" "02232"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "02231" "01" "021" "02211" "02211"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "023" "02213" "02211" "01" "01"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "023" "023" "01" "02211" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "02234" "02213" "02232" "023" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "02211" "02213" "02213" "01" "01"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "02211" "024" "021" "01" "01"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "01" "01" "023" "023" "01"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "01" "02211" "024" "021" "01"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "01" "02233" "02211" "021"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "02233" "02232" "01" "021" "02211"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "02211" "023" "01" "024" "01"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "021" "01" "023" "02213" "023"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "02211" "023" "023" "01"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "023" "01" "01" "01" "02233"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "024" "01" "021" "023" "02211"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "02211" "02211" "023" "02234" "02234"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "023" "01" "021" "01" "024"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "01" "01" "021" "02211" "023"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "02231" "023" "02212" "023" "021"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "02211" "023" "02234" "02231" "021"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "01" "021" "01" "024" "01"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "01" "024" "02211" "023" "024"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "01" "02213" "023" "02213" "01"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "01" "01" "02211" "01" "02232"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "01" "023" "024" "024" "023"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "02232" "01" "01" "01" "01"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "02211" "02213" "0222" "01" "01"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "01" "021" "01" "01" "01"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "01" "01" "01" "01" "021"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "024" "02232" "01" "02211" "02211"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01" "024" "02233" "01" "01"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "02232" "02232" "01" "01" "024"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "01" "01" "02231"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "01" "01" "021" "02232" "01"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "02211" "02212" "02211" "02231" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "02211" "02231" "02232" "021" "01"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "01" "01" "01" "01" "01"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "02233" "02211" "01" "01" "01"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "01" "02231" "01" "02231" "02232"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "01" "01" "01" "024" "01"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "01" "02211" "01" "01" "01"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "021" "01" "02211" "01" "02211"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "02211" "02233" "01" "01" "021"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "01" "01" "01" "01" "02211"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "02233" "02211" "01" "024" "024"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "02231" "024" "01" "01" "02231"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "02233" "01" "024" "023" "01"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "02231" "01" "02231" "02211" "02233"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "01" "02211" "02211" "01" "02231"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "01" "02231" "02231" "021" "023"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "01" "02231" "02231" "01" "01"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "02232" "01" "01" "01" "01"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "02233" "02211" "02211" "023" "02232"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "02232" "01" "02211" "02213" "01"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "01" "01" "023" "023" "01"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "01" "02211" "023" "02211" "01"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "02231" "01" "02232" "02211" "02211"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "01" "02211" "02211" "024" "01"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "02231" "02211" "023" "02232"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "01" "02211" "01" "024" "02231"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "01" "024" "01" "01" "02211"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "02211" "01" "02233" "02231" "023"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "02232" "024" "024" "01" "02211"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "01" "02213" "024" "023" "02211"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "023" "01" "02232" "024" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "02232" "01" "02211" "01" "01"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "01" "023" "01" "02231" "02211"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "024" "01" "01" "01"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01" "02232" "01" "01" "01"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "01" "024" "01" "023" "024"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "01" "01" "01" "02232" "02231"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01" "01" "02211" "01" "01"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "024" "02233" "021" "021"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "01" "024" "02212" "01" "01"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "024" "02211" "01" "023" "01"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "023" "01" "01" "01" "024"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "02231" "021" "024" "02232" "024"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "02231" "02233" "02233" "01" "01"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "02211" "023" "02231" "01" "01"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "02233" "02232" "01" "02211" "01"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01" "02211" "01" "01" "021"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "024" "01" "01" "024" "02211"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "023" "023" "024" "02232" "02234"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "02233" "02231" "01" "02231" "01"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "02233" "02231" "01" "01" "01"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "01" "01" "01" "02211" "021"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "01" "01" "024" "01" "02211"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "024" "01" "02211" "02213" "02232"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "024" "01" "023" "024" "01"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "01" "023" "02211" "02231" "01"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "02231" "01" "01" "021" "01"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "01" "02231" "023" "01" "01"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "01" "02213" "01" "01" "021"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "02231" "02212" "01" "024" "024"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "01" "02211" "02232" "01" "01"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "02234" "02231" "021" "021" "024"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "01" "01" "02211" "023" "02233"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "01" "02231" "024" "02211" "01"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "023" "02231" "01" "021" "02211"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "01" "01" "02232" "02211" "02231"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "023" "01" "021" "02212" "02232"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "01" "024" "024" "02211" "01"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "02232" "024" "01" "01" "01"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "02233" "01" "01" "01" "01"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "01" "01" "01" "01" "01"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "024" "01" "01" "01" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "01" "023" "01" "01" "023"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "023" "01" "01" "021" "024"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "01" "01" "023" "024" "021"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "023" "024" "01" "024" "021"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01" "01" "01" "024"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "023" "024" "01" "01" "01"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "021" "021" "024" "021" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "024" "01" "01" "01" "01"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "024" "01" "02212" "01" "021"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "01" "023" "021" "021" "01"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "023" "021" "01" "023" "02234"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "021" "01" "01" "021" "024"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "021" "01" "01" "021" "023"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "01" "021" "024" "021" "01"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01" "021" "024" "024" "01"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "021" "024" "024" "01" "023"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "01" "01" "01" "021" "01"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "01" "023" "021" "01" "01"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "024" "024" "023" "021" "01"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "024" "024" "021" "021" "01"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "01" "01" "01" "01" "021"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01" "01" "021" "024" "021"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "024" "01" "021" "01" "024"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "01" "01" "023" "02231" "021"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "02211" "01" "021" "023" "023"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "021" "024" "01" "024" "01"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "021" "01" "01" "023" "021"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "01" "02233" "01" "021" "021"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01" "01" "024" "021" "023"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "024" "01" "01" "01" "023"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "021" "01" "023" "01" "021"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "024" "023" "01" "023" "01"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "024" "01" "02232" "01" "01"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "024" "021" "01" "01" "02231"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "021" "01" "024" "021" "021"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "021" "023" "024" "024" "023"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "024" "01" "021" "01" "024"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "021" "024" "024" "01" "01"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "01" "01" "02233" "024" "021"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "024" "024" "01" "021" "023"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "01" "024" "024" "024" "01"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "024" "01" "023" "021" "024"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "023" "024" "01" "01" "01"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01" "01" "01" "01" "01"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "021" "01" "01" "01" "021"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "021" "024" "023" "02234" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "021" "01" "01" "021" "01"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "01" "01" "023" "021" "023"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "021" "023" "01" "01" "01"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "021" "01" "01" "01" "021"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "01" "024" "021" "01" "01"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "023" "024" "01" "023" "01"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "01" "024" "021" "01" "024"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "024" "01" "01" "024" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "024" "024" "021" "024" "021"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "01" "01" "01" "024" "024"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "01" "024" "021" "024" "024"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01" "021" "024" "021" "02234"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "01" "01" "01" "01" "01"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "021" "01" "01" "024" "024"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "021" "01" "02211" "01" "024"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "01" "021" "024" "01" "01"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "023" "01" "01" "024" "01"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "023" "023" "01" "01" "024"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "021" "023" "01" "021" "01"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "01" "021" "024" "021" "023"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "024" "01" "021" "021" "01"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "01" "023" "01" "024" "021"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "024" "023" "024" "021" "01"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "01" "024" "021" "024" "01"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "01" "023" "01" "01" "021"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01" "021" "01" "024" "024"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "021" "024" "024" "021" "02234"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "02234" "01" "024" "01" "01"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "01" "01" "01" "01" "01"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "01" "01" "01" "01" "01"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "01" "01" "01" "01" "01"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "024" "01" "024" "01" "01"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "01" "01" "01" "01" "01"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "01" "01" "01" "02211" "01"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01" "01" "021" "023" "01"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "01" "01" "01" "01" "02234"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "01" "01" "01" "01" "01"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "021" "01" "01" "01" "01"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "01" "02211" "021" "021" "01"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "01" "01" "01" "01" "01"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "02231" "01" "02233" "023" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "01" "02232" "01" "01" "01"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "024" "021" "01" "021" "024"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "01" "01" "024" "01" "01"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "01" "01" "01" "01" "01"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "021" "01" "01" "01" "01"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "01" "01" "01" "01" "01"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "01" "01" "024" "01" "01"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "01" "01" "01" "023" "02233"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "021" "024" "01" "02232" "023"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "01" "01" "01" "01" "01"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "023" "01" "02211" "01" "01"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "01" "01" "01" "01" "01"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "024" "02213" "01" "01"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "01" "01" "01" "01" "023"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "01" "01" "01" "01" "01"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "01" "01" "023" "01" "01"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "024" "01" "02232" "021" "01"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "01" "021" "01" "01" "02232"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "01" "01" "02233" "01" "01"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "01" "02233" "01" "01" "01"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "021" "01" "01" "01" "01"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "01" "01" "021" "023" "01"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "01" "01" "01" "01" "01"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "01" "01" "01" "023" "01"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "01" "01" "021" "01" "023"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "023" "01" "023" "01" "01"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "01" "01" "01" "01" "01"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "01" "01" "01" "01" "01"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "021" "01" "01" "01" "02211"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "01" "01" "024" "021" "01"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "01" "01" "01" "01" "01"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "01" "01" "01" "024" "024"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "02232" "024" "01" "01" "01"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "01" "01" "01" "01" "024"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "01" "01" "021" "01" "024"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "01" "01" "01" "01" "024"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "02211" "021" "02211" "01" "01"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "01" "01" "01" "01" "01"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "01" "01" "01" "01" "021"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "01" "01" "01" "01" "01"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "02233" "01" "01" "01" "024"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "01" "01" "01" "024" "021"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "01" "01" "01" "01" "023"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "01" "01" "01" "01" "02232"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "01" "01" "01" "01" "01"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "024" "01" "02234" "023" "01"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "01" "01" "01" "024" "01"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "01" "01" "023" "01" "01"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "01" "02232" "01" "01" "01"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "02233" "01" "01" "01" "01"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "01" "02211" "01" "01" "01"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "024" "01" "01" "01" "02211"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "01" "01" "01" "024" "01"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "021" "01" "01" "021" "01"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "021" "01" "02232" "01" "01"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "01" "01" "01" "01" "01"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "01" "01" "01" "021" "01"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "01" "01" "01" "01" "02211"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "01" "01" "01" "02233" "021"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "01" "01" "021" "023" "01"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "024" "01" "01" "01" "01"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "01" "01" "01" "01" "024"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "02232" "01" "01" "01" "01"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "023" "01" "01" "01" "01"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "01" "021" "021" "01" "021"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "021" "021" "021" "021" "021"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "01" "02212" "021" "021" "021"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "021" "01" "01" "01" "01"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "01" "01" "01" "021" "01"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "01" "01" "01" "0222" "021"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "01" "021" "01" "021" "021"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "021" "01" "021" "01" "024"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "021" "021" "021" "021" "0222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "01" "01" "021" "021" "01"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "01" "021" "0222" "021" "0222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "01" "021" "01" "01" "01"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "01" "021" "01" "01" "01"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "021" "021" "021" "01" "01"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "021" "024" "021" "01" "021"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "021" "021" "021" "024" "021"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "01" "021" "021" "01" "01"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "021" "01" "021" "021" "021"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "023" "021" "01" "01" "01"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "021" "021" "021" "0222" "01"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "01" "021" "024" "021" "021"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "021" "01" "021" "01" "01"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "021" "01" "021" "021" "021"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "021" "021" "0222" "01" "021"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "021" "021" "021" "021" "021"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "01" "021" "021" "021" "01"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "021" "021" "021" "021" "01"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "01" "01" "01" "01" "01"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "01" "01" "021" "021" "01"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "021" "01" "01" "01" "021"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "01" "01" "021" "021" "021"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "01" "021" "021" "01" "021"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "021" "01" "021" "021" "021"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "01" "02212" "021" "01" "021"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "01" "021" "021" "01" "01"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "021" "021" "01" "021" "01"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "021" "01" "01" "021" "021"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "01" "021" "0222" "021" "01"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "01" "024" "01" "021" "01"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "021" "021" "01" "024" "024"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "0222" "01" "021" "01" "01"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "01" "021" "01" "021" "024"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "01" "01" "01" "01" "01"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "01" "01" "021" "021" "021"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "021" "01" "01" "024" "01"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "024" "021" "024" "021" "021"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "021" "01" "01" "01" "01"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "01" "021" "021" "021" "01"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "021" "021" "01" "01" "021"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "021" "024" "021" "021" "01"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "0222" "01" "021" "021" "024"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "01" "024" "01" "01" "021"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "01" "01" "01" "021" "0222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "01" "021" "01" "01" "024"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "01" "021" "01" "021" "021"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "01" "021" "021" "01" "01"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "021" "01" "021" "01" "024"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "021" "021" "01" "021" "01"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "01" "01" "021" "01" "0222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "021" "01" "01" "01" "021"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "021" "0222" "01" "021" "01"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "01" "021" "021" "01" "01"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "024" "021" "021" "021" "01"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "024" "021" "021" "021" "01"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "021" "01" "021" "021" "01"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "01" "01" "021" "01" "01"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "01" "024" "021" "024" "01"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "021" "021" "021" "021" "01"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "01" "021" "0222" "021" "01"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "021" "021" "021" "01" "01"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "01" "01" "01" "021" "024"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "01" "01" "021" "01" "01"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "01" "021" "021" "021" "01"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "021" "021" "021" "01" "021"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "021" "01" "021" "01" "01"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "021" "024" "021" "021" "021"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "0222" "024" "01" "01" "024"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024" "01" "021" "021" "021"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "024" "01" "01" "0222" "0222"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "0222" "0222" "0222" "024" "024"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "024" "01" "024" "0222" "024"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "024" "0222" "024" "01" "01"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "0222" "024" "024" "024" "01"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "0222" "01" "01" "01" "023"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024" "01" "0222" "024" "024"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "024" "021" "01" "024" "021"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "0222" "0222" "021" "01" "01"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "0222" "024" "01" "024" "0222"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "0222" "024" "0222" "0222" "024"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "024" "021" "024" "01" "021"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "01" "024" "024" "01" "024"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "01" "01" "024" "024" "023"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "01" "024" "0222" "01" "01"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "01" "01" "0222" "01" "0222"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "024" "02213" "0222" "024" "024"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "0222" "0222" "021" "024" "01"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "024" "024" "021" "024" "023"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "01" "024" "024" "024" "01"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "024" "01" "024" "024" "0222"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "024" "024" "024" "024" "0222"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "01" "024" "021" "024" "0222"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "01" "0222" "01" "0222" "01"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "024" "024" "0222" "024" "021"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "0222" "024" "024" "0222" "024"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "0222" "024" "021" "0222" "024"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "024" "0222" "0222" "021" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "021" "021" "021" "01" "01"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "0222" "024" "01" "024" "01"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "021" "024" "0222" "024" "024"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "021" "0222" "024" "0222" "0222"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "01" "024" "024" "024" "024"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "0222" "01" "024" "024" "01"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "0222" "0222" "024" "01" "01"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "024" "024" "01" "024" "024"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "024" "024" "021" "01" "0222"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "0222" "024" "0222" "01" "024"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "024" "0222" "0222" "01" "024"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024" "01" "0222" "0222" "01"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024" "01" "0222" "0222" "01"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "0222" "024" "021" "024" "0222"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024" "024" "024" "024" "021"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "0222" "0222" "021" "024" "01"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "021" "02213" "024" "024" "023"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "0222" "01" "021" "0222" "0222"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "0222" "024" "024" "01" "024"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "021" "01" "021" "0222" "01"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "0222" "021" "0222" "01" "0222"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "021" "024" "024" "01" "0222"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "01" "01" "0222" "0222" "01"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "01" "01" "0222" "024"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "0222" "024" "024" "024" "0222"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "0222" "0222" "0222" "024" "0222"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "024" "0222" "024" "01" "0222"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "01" "024" "024" "024" "021"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "0222" "024" "01" "021" "0222"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "0222" "0222" "024" "01" "0222"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "024" "01" "0222" "023" "024"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "0222" "0222" "01" "021" "024"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "024" "021" "024" "024" "024"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "024" "024" "0222" "024" "024"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "0222" "0222" "01" "01" "0222"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "0222" "01" "024" "024" "021"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024" "0222" "024" "024" "01"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024" "024" "024" "0222"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "01" "01" "024" "0222" "01"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "024" "01" "0222" "01" "024"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "0222" "0222" "0222" "01" "0222"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "01" "01" "01" "01" "01"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "024" "0222" "024" "024" "024"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "01" "021" "024" "0222" "021"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "021" "01" "0222" "0222"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024" "01" "01" "01" "024"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "01" "0222" "024" "01" "01"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "0222" "0222" "0222" "024" "024"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "024" "01" "021" "0222" "0222"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "021" "01" "01" "023" "024"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "01" "0222" "024" "01" "0222"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "0222" "01" "0222" "024" "021"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "0222" "0222" "0222" "01" "0222"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "01" "01" "01" "01" "023"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "024" "023" "021" "023" "024"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "024" "021" "0222" "01" "024"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "0222" "024" "024" "0222" "021"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "0222" "01" "0222" "024" "021"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "01" "0222" "0222" "024" "01"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "01" "024" "024" "0222" "01"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "024" "023" "01" "021" "0222"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "024" "01" "01" "024" "0222"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "024" "01" "024" "01" "01"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "024" "01" "024" "024" "01"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "024" "01" "024" "01" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "024" "0222" "024" "021" "024"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "0222" "021" "01" "024" "0222"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "0222" "01" "0222" "0222" "01"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "0222" "0222" "021" "0222" "0222"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "024" "024" "021" "024" "021"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "01" "021" "0222" "01" "024"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "0222" "024" "01" "024" "024"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "0222" "0222" "024" "0222" "024"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "0222" "024" "02213" "021" "021"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "01" "0222" "0222" "024" "0222"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "01" "024" "0222" "0222" "01"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "0222" "01" "024" "024" "01"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "01" "02213" "0222" "021" "024"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "01" "024" "024" "01" "0222"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "0222" "024" "024" "01"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "0222" "01" "024" "01" "0222"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "0222" "01" "01" "01" "0222"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "01" "0222" "024" "02213" "0222"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "024" "01" "01" "01" "023"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "024" "024" "0222" "024" "024"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "024" "02212" "024" "01" "023"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "0222" "024" "01" "024" "0222"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024" "01" "024" "0222" "01"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "024" "0222" "024" "021" "0222"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "01" "024" "01" "024" "0222"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024" "01" "0222" "024" "0222"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "0222" "023" "024" "021" "01"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "0222" "024" "024" "0222" "024"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "01" "0222" "01" "021" "0222"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "0222" "01" "024" "021" "024"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "021" "01" "02213" "01" "0222"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "021" "024" "024" "0222" "01"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "024" "0222" "01" "0222" "021"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "0222" "0222" "01" "024" "01"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "024" "024" "024" "0222" "024"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "0222" "01" "01" "01" "024"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "021" "024" "0222" "0222" "024"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "0222" "0222" "024" "024" "01"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "0222" "021" "024" "0222" "01"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024" "021" "0222" "0222" "01"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024" "0222" "0222" "0222" "01"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "024" "024" "024" "021" "0222"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "0222" "0222" "0222" "024" "024"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "0222" "0222" "024" "024" "0222"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "024" "01" "024" "021" "024"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "0222" "021" "01" "01" "0222"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "01" "01" "01" "0222" "0222"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "024" "024" "0222" "024" "024"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "0222" "024" "024" "023" "01"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "0222" "0222" "01" "024" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "024" "021" "021" "024" "01"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "01" "024" "0222" "01" "01"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "024" "023" "024" "0222" "01"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "024" "024" "01" "024"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024" "024" "01" "024"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 7550))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "01" "01" "01" "01" "01"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "01" "021" "021" "02212" "023"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "021" "023" "023" "023" "023"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "02212" "0223" "024" "01" "021"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "01" "01" "01" "021" "024"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "023" "023" "021" "02212" "01"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "023" "01" "01" "023" "024"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "01" "02212" "023" "023" "023"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "021" "01" "023" "021" "024"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "01" "023" "023" "02212" "01"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "023" "023" "023" "023" "024"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "023" "023" "023" "023" "02212"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024" "01" "01" "01" "01"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "021" "023" "01" "021" "023"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "023" "023" "01" "023" "024"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "01" "023" "021" "024" "023"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "023" "01" "01" "023" "021"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "01" "024" "01" "023" "021"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "01" "023" "01" "023" "01"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "021" "01" "023" "01" "01"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "023" "023" "01" "023" "023"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "02212" "023" "02212" "021" "01"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "021" "023" "024" "01" "024"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "01" "021" "023" "01" "01"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "023" "021" "01" "023" "01"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "01" "023" "023" "023" "01"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "02212" "01" "021" "024" "023"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "01" "023" "01" "01" "01"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "02212" "024" "01" "01" "02212"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "023" "023" "02212" "023" "01"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "023" "021" "02212" "01" "021"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "023" "021" "01" "023" "021"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "01" "023" "01" "023" "021"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "023" "01" "01" "021" "023"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "021" "023" "023" "024" "023"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "023" "023" "023" "023" "023"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "01" "021" "01" "021" "023"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "023" "023" "023" "023" "023"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "024" "02212" "01" "023" "023"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "01" "024" "023" "01" "024"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "023" "01" "01" "023" "021"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "023" "023" "01" "021" "01"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "023" "023" "023" "021" "021"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "01" "023" "023" "023" "021"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "023" "01" "01" "021" "01"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "01" "01" "023" "021" "023"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "023" "021" "023" "01" "023"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "021" "021" "02212" "023" "02212"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "023" "023" "024" "021" "023"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "021" "021" "023" "021" "023"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "023" "01" "01" "021" "01"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "01" "01" "023" "024" "02212"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "01" "01" "023" "023" "023"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "024" "023" "021" "01" "023"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "023" "023" "023" "01" "023"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "023" "021" "021" "024" "024"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "01" "023" "01" "01" "023"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "023" "01" "023" "023" "023"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "01" "021" "023" "01" "023"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "02212" "01" "024" "023" "01"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "01" "01" "01" "01" "023"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "01" "023" "023" "01" "023"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "021" "023" "023" "023" "01"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "023" "01" "023" "023" "021"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01" "021" "02212" "02212" "023"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "023" "023" "01" "023" "0222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "023" "021" "023" "023" "023"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01" "023" "023" "01" "023"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "023" "023" "021" "023" "024"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "024" "021" "01" "023" "023"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "024" "023" "01" "01" "023"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "023" "021" "023" "02212" "02212"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "02212" "023" "023" "02212" "01"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "01" "01" "01" "023" "01"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "01" "024" "023" "01" "01"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "021" "01" "01" "01" "023"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "02212" "02212" "023" "023" "021"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "01" "01" "02212" "01" "023"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "01" "024" "023" "021" "023"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "021" "023" "01" "023" "024"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "01" "023" "023" "01" "023"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "023" "01" "01" "024" "023"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "023" "02212" "01" "01" "023"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "02212" "023" "023" "023" "01"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "01" "01" "023" "023" "023"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "01" "021" "01" "023" "01"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "023" "023" "023" "023" "01"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "01" "023" "02212" "021" "023"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "021" "01" "021" "01" "023"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "023" "024" "023" "021" "021"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "024" "023" "021" "023" "02212"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "023" "01" "01" "01" "023"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "024" "023" "01" "01" "01"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "01" "01" "021" "02212" "023"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024" "01" "01" "023" "024"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "023" "01" "021" "021" "0222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "023" "024" "01" "01" "01"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "01" "023" "023" "01" "02212"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "023" "023" "021" "021" "01"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "01" "01" "01" "024" "01"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "023" "01" "01" "01" "023"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "023" "01" "01" "01" "01"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "01" "01" "02212" "024" "01"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "023" "01" "023" "01" "023"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024" "01" "01" "023" "01"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "01" "023" "02212" "023" "023"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "01" "023" "023" "023" "023"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "01" "024" "01" "023" "01"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "023" "023" "023" "023" "01"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "023" "01" "024" "023" "023"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "023" "023" "01" "01" "023"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "023" "02212" "023" "021" "01"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "023" "024" "024" "023" "023"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024" "023" "01" "023" "01"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "021" "01" "023" "01" "024"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "01" "01" "023" "023" "023"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "021" "01" "021" "021" "023"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "023" "023" "021" "01" "023"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "02212" "023" "01" "023" "01"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "024" "023" "01" "023" "023"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "024" "023" "01" "023" "023"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "02212" "01" "023" "01" "023"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "023" "01" "023" "01" "02212"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01" "021" "023" "023" "023"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "01" "023" "023" "023" "02212"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "01" "01" "01" "01" "024"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "01" "023" "023" "01" "023"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "01" "01" "01" "023" "023"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "01" "024" "021" "02212" "02212"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "023" "023" "01" "021" "023"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "01" "023" "023" "023" "023"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "02212" "021" "01" "024" "02212"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "01" "023" "01" "024" "01"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "01" "01" "023" "01" "023"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "01" "02212" "01" "024" "01"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "023" "023" "023" "021" "021"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "02212" "023" "01" "023" "021"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "01" "01" "023" "023" "023"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "023" "023" "023" "01" "023"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "023" "024" "01" "021" "023"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "021" "021" "023" "01" "023"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "024" "01" "023" "023" "023"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "023" "02212" "023" "023" "024"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "024" "01" "023" "01" "023"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "023" "024" "02212" "01" "023"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "023" "023" "01" "023" "023"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "02212" "01" "023" "023" "01"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "01" "021" "01" "01" "023"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "01" "023" "024" "024" "01"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "024" "01" "01" "02212" "023"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "021" "01" "023" "01" "021"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "023" "023" "023" "023" "023"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "023" "02212" "023" "02212" "023"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "023" "01" "01" "01" "021"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "023" "023" "021" "021" "01"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "021" "021" "021" "021" "021"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "021" "024" "01" "01" "01"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "021" "021" "01" "023" "02211"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "02212" "01" "021" "01" "023"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "021" "01" "023" "01" "021"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "021" "0223" "023" "01" "021"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "01" "01" "023" "021" "023"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "023" "01" "01" "01" "024"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "023" "023" "023" "021" "01"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "023" "023" "023" "02212" "021"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "01" "01" "021" "021" "021"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "01" "01" "01" "01" "01"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "01" "01" "021" "01" "02213"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "01" "02211" "023" "021" "023"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "02213" "02211" "0223" "021" "02211"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "02211" "01" "021" "021" "023"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "01" "021" "02211" "023" "01"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "023" "023" "01" "01" "023"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "021" "02211" "023" "021" "01"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "024" "01" "02211" "023" "023"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "0223" "024" "02211" "024" "021"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "021" "01" "024" "023" "024"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "0223" "02211" "0223" "01" "023"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "01" "021" "01" "01" "02211"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "01" "02211" "01" "021" "021"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "02213" "02211" "01" "0223" "02212"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "023" "01" "023" "0223" "01"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "01" "01" "02211" "01" "024"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "01" "01" "02211" "023" "023"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "021" "021" "02211" "023" "024"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "01" "023" "02213" "02211" "01"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "02211" "02213" "023" "02211" "01"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "02212" "021" "021" "01" "024"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "01" "01" "023" "01" "023"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "023" "023" "01" "021" "021"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "01" "021" "02211" "021" "021"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "01" "02213" "01" "02213" "0223"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "01" "021" "021" "01" "01"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "01" "023" "02213" "021" "01"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "021" "01" "021" "023" "01"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "023" "02213" "0223" "024" "01"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "023" "024" "024" "01" "021"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "021" "02211" "02212" "023" "0222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "023" "02213" "02213" "0223" "01"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "02213" "02211" "021" "01" "0223"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "02211" "02211" "0223" "021" "024"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "02211" "01" "0223" "023" "021"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "01" "01" "01" "023" "023"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "01" "0223" "021" "021" "023"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "023" "023" "0223" "023" "01"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "024" "01" "023" "023" "024"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "02213" "023" "023" "01" "02211"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "01" "01" "01" "01" "023"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "01" "01" "024" "021" "023"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "01" "0223" "01" "023" "024"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "01" "02211" "0223" "024" "01"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "01" "021" "024" "01" "02213"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "021" "023" "023" "01" "02211"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "023" "01" "01" "021" "02211"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "0223" "01" "0223" "023" "02211"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "021" "02213" "0223" "023" "0223"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "0223" "01" "021" "02211" "02211"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "023" "02213" "02211" "01" "01"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "023" "023" "01" "02211" "02213"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "0223" "02213" "0223" "023" "02213"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "02211" "02213" "02213" "01" "01"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "02211" "024" "021" "01" "01"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "01" "01" "023" "023" "01"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "01" "02211" "024" "021" "01"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "02213" "01" "0223" "02211" "021"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "0223" "0223" "01" "021" "02211"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "02211" "023" "01" "024" "01"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "021" "01" "023" "02213" "023"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "02213" "02211" "023" "023" "01"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "023" "01" "01" "01" "0223"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "024" "01" "021" "023" "02211"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "02211" "02211" "023" "0223" "0223"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "023" "01" "021" "01" "024"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "01" "01" "021" "02211" "023"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "0223" "023" "02212" "023" "021"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "02211" "023" "0223" "0223" "021"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "01" "021" "01" "024" "01"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "01" "024" "02211" "023" "024"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "01" "02213" "023" "02213" "01"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "01" "01" "02211" "01" "0223"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "01" "023" "024" "024" "023"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "0223" "01" "01" "01" "01"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "02211" "02213" "0222" "01" "01"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "01" "021" "01" "01" "01"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "01" "01" "01" "01" "021"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "024" "0223" "01" "02211" "02211"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01" "024" "0223" "01" "01"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "0223" "0223" "01" "01" "024"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "02213" "02213" "01" "01" "0223"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "01" "01" "021" "0223" "01"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "02211" "02212" "02211" "0223" "02213"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "02211" "0223" "0223" "021" "01"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "01" "01" "01" "01" "01"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "0223" "02211" "01" "01" "01"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "01" "0223" "01" "0223" "0223"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "01" "01" "01" "024" "01"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "01" "02211" "01" "01" "01"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "021" "01" "02211" "01" "02211"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "02211" "0223" "01" "01" "021"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "01" "01" "01" "01" "02211"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "0223" "02211" "01" "024" "024"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "0223" "024" "01" "01" "0223"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "0223" "01" "024" "023" "01"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "0223" "01" "0223" "02211" "0223"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "01" "02211" "02211" "01" "0223"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "01" "0223" "0223" "021" "023"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "01" "0223" "0223" "01" "01"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "0223" "01" "01" "01" "01"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "0223" "02211" "02211" "023" "0223"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "0223" "01" "02211" "02213" "01"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "01" "01" "023" "023" "01"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "01" "02211" "023" "02211" "01"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "0223" "01" "0223" "02211" "02211"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "01" "02211" "02211" "024" "01"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "02213" "0223" "02211" "023" "0223"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "01" "02211" "01" "024" "0223"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "01" "024" "01" "01" "02211"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "02211" "01" "0223" "0223" "023"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "0223" "024" "024" "01" "02211"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "01" "02213" "024" "023" "02211"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "023" "01" "0223" "024" "02212"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "0223" "01" "02211" "01" "01"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "01" "023" "01" "0223" "02211"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "02212" "024" "01" "01" "01"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01" "0223" "01" "01" "01"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "01" "024" "01" "023" "024"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "01" "01" "01" "0223" "0223"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01" "01" "02211" "01" "01"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "02213" "024" "0223" "021" "021"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "01" "024" "02212" "01" "01"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "024" "02211" "01" "023" "01"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "023" "01" "01" "01" "024"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "0223" "021" "024" "0223" "024"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "0223" "0223" "0223" "01" "01"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "02211" "023" "0223" "01" "01"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "0223" "0223" "01" "02211" "01"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01" "02211" "01" "01" "021"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "024" "01" "01" "024" "02211"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "023" "023" "024" "0223" "0223"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "0223" "0223" "01" "0223" "01"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "0223" "0223" "01" "01" "01"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "01" "01" "01" "02211" "021"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "01" "01" "024" "01" "02211"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "024" "01" "02211" "02213" "0223"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "024" "01" "023" "024" "01"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "01" "023" "02211" "0223" "01"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "0223" "01" "01" "021" "01"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "01" "0223" "023" "01" "01"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "01" "02213" "01" "01" "021"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "0223" "02212" "01" "024" "024"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "01" "02211" "0223" "01" "01"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "0223" "0223" "021" "021" "024"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "01" "01" "02211" "023" "0223"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "01" "0223" "024" "02211" "01"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "023" "0223" "01" "021" "02211"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "01" "01" "0223" "02211" "0223"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "023" "01" "021" "02212" "0223"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "01" "024" "024" "02211" "01"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "0223" "024" "01" "01" "01"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "0223" "01" "01" "01" "01"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "01" "01" "01" "01" "01"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "024" "01" "01" "01" "02212"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "01" "023" "01" "01" "023"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "023" "01" "01" "021" "024"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "01" "01" "023" "024" "021"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "023" "024" "01" "024" "021"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "02213" "01" "01" "01" "024"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "023" "024" "01" "01" "01"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "021" "021" "024" "021" "02213"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "024" "01" "01" "01" "01"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "024" "01" "02212" "01" "021"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "01" "023" "021" "021" "01"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "023" "021" "01" "023" "0223"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "021" "01" "01" "021" "024"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "021" "01" "01" "021" "023"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "01" "021" "024" "021" "01"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01" "021" "024" "024" "01"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "021" "024" "024" "01" "023"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "01" "01" "01" "021" "01"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "01" "023" "021" "01" "01"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "024" "024" "023" "021" "01"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "024" "024" "021" "021" "01"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "01" "01" "01" "01" "021"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01" "01" "021" "024" "021"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "024" "01" "021" "01" "024"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "01" "01" "023" "0223" "021"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "02211" "01" "021" "023" "023"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "021" "024" "01" "024" "01"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "021" "01" "01" "023" "021"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "01" "0223" "01" "021" "021"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01" "01" "024" "021" "023"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "024" "01" "01" "01" "023"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "021" "01" "023" "01" "021"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "024" "023" "01" "023" "01"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "024" "01" "0223" "01" "01"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "024" "021" "01" "01" "0223"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "021" "01" "024" "021" "021"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "021" "023" "024" "024" "023"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "024" "01" "021" "01" "024"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "021" "024" "024" "01" "01"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "01" "01" "0223" "024" "021"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "024" "024" "01" "021" "023"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "01" "024" "024" "024" "01"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "024" "01" "023" "021" "024"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "023" "024" "01" "01" "01"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01" "01" "01" "01" "01"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "021" "01" "01" "01" "021"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "021" "024" "023" "0223" "02213"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "021" "01" "01" "021" "01"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "01" "01" "023" "021" "023"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "021" "023" "01" "01" "01"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "021" "01" "01" "01" "021"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "01" "024" "021" "01" "01"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "023" "024" "01" "023" "01"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "01" "024" "021" "01" "024"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "024" "01" "01" "024" "02213"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "024" "024" "021" "024" "021"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "01" "01" "01" "024" "024"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "01" "024" "021" "024" "024"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01" "021" "024" "021" "0223"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "01" "01" "01" "01" "01"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "021" "01" "01" "024" "024"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "021" "01" "02211" "01" "024"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "01" "021" "024" "01" "01"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "023" "01" "01" "024" "01"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "023" "023" "01" "01" "024"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "021" "023" "01" "021" "01"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "01" "021" "024" "021" "023"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "024" "01" "021" "021" "01"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "01" "023" "01" "024" "021"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "024" "023" "024" "021" "01"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "01" "024" "021" "024" "01"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "01" "023" "01" "01" "021"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01" "021" "01" "024" "024"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "021" "024" "024" "021" "0223"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "0223" "01" "024" "01" "01"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "01" "01" "01" "01" "01"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "01" "01" "01" "01" "01"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "01" "01" "01" "01" "01"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "024" "01" "024" "01" "01"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "01" "01" "01" "01" "01"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "01" "01" "01" "02211" "01"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01" "01" "021" "023" "01"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "01" "01" "01" "01" "0223"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "01" "01" "01" "01" "01"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "021" "01" "01" "01" "01"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "01" "02211" "021" "021" "01"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "01" "01" "01" "01" "01"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "0223" "01" "0223" "023" "02213"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "01" "0223" "01" "01" "01"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "024" "021" "01" "021" "024"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "01" "01" "024" "01" "01"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "01" "01" "01" "01" "01"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "021" "01" "01" "01" "01"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "01" "01" "01" "01" "01"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "01" "01" "024" "01" "01"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "01" "01" "01" "023" "0223"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "021" "024" "01" "0223" "023"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "01" "01" "01" "01" "01"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "023" "01" "02211" "01" "01"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "01" "01" "01" "01" "01"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "02213" "024" "02213" "01" "01"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "01" "01" "01" "01" "023"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "01" "01" "01" "01" "01"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "01" "01" "023" "01" "01"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "024" "01" "0223" "021" "01"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "01" "021" "01" "01" "0223"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "01" "01" "0223" "01" "01"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "01" "0223" "01" "01" "01"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "021" "01" "01" "01" "01"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "01" "01" "021" "023" "01"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "01" "01" "01" "01" "01"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "01" "01" "01" "023" "01"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "01" "01" "021" "01" "023"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "023" "01" "023" "01" "01"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "01" "01" "01" "01" "01"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "01" "01" "01" "01" "01"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "021" "01" "01" "01" "02211"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "01" "01" "024" "021" "01"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "01" "01" "01" "01" "01"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "01" "01" "01" "024" "024"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "0223" "024" "01" "01" "01"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "01" "01" "01" "01" "024"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "01" "01" "021" "01" "024"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "01" "01" "01" "01" "024"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "02211" "021" "02211" "01" "01"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "01" "01" "01" "01" "01"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "01" "01" "01" "01" "021"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "01" "01" "01" "01" "01"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "0223" "01" "01" "01" "024"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "01" "01" "01" "024" "021"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "01" "01" "01" "01" "023"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "01" "01" "01" "01" "0223"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "01" "01" "01" "01" "01"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "024" "01" "0223" "023" "01"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "01" "01" "01" "024" "01"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "01" "01" "023" "01" "01"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "01" "0223" "01" "01" "01"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "0223" "01" "01" "01" "01"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "01" "02211" "01" "01" "01"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "024" "01" "01" "01" "02211"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "01" "01" "01" "024" "01"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "021" "01" "01" "021" "01"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "021" "01" "0223" "01" "01"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "01" "01" "01" "01" "01"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "01" "01" "01" "021" "01"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "01" "01" "01" "01" "02211"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "01" "01" "01" "0223" "021"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "01" "01" "021" "023" "01"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "024" "01" "01" "01" "01"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "01" "01" "01" "01" "024"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "0223" "01" "01" "01" "01"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "023" "01" "01" "01" "01"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "01" "021" "021" "01" "021"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "021" "021" "021" "021" "021"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "01" "02212" "021" "021" "021"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "021" "01" "01" "01" "01"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "01" "01" "01" "021" "01"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "01" "01" "01" "0222" "021"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "01" "021" "01" "021" "021"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "021" "01" "021" "01" "024"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "021" "021" "021" "021" "0222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "01" "01" "021" "021" "01"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "01" "021" "0222" "021" "0222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "01" "021" "01" "01" "01"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "01" "021" "01" "01" "01"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "021" "021" "021" "01" "01"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "021" "024" "021" "01" "021"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "021" "021" "021" "024" "021"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "01" "021" "021" "01" "01"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "021" "01" "021" "021" "021"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "023" "021" "01" "01" "01"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "021" "021" "021" "0222" "01"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "01" "021" "024" "021" "021"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "021" "01" "021" "01" "01"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "021" "01" "021" "021" "021"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "021" "021" "0222" "01" "021"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "021" "021" "021" "021" "021"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "01" "021" "021" "021" "01"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "021" "021" "021" "021" "01"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "01" "01" "01" "01" "01"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "01" "01" "021" "021" "01"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "021" "01" "01" "01" "021"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "01" "01" "021" "021" "021"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "01" "021" "021" "01" "021"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "021" "01" "021" "021" "021"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "01" "02212" "021" "01" "021"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "01" "021" "021" "01" "01"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "021" "021" "01" "021" "01"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "021" "01" "01" "021" "021"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "01" "021" "0222" "021" "01"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "01" "024" "01" "021" "01"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "021" "021" "01" "024" "024"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "0222" "01" "021" "01" "01"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "01" "021" "01" "021" "024"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "01" "01" "01" "01" "01"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "01" "01" "021" "021" "021"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "021" "01" "01" "024" "01"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "024" "021" "024" "021" "021"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "021" "01" "01" "01" "01"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "01" "021" "021" "021" "01"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "021" "021" "01" "01" "021"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "021" "024" "021" "021" "01"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "0222" "01" "021" "021" "024"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "01" "024" "01" "01" "021"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "01" "01" "01" "021" "0222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "01" "021" "01" "01" "024"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "01" "021" "01" "021" "021"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "01" "021" "021" "01" "01"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "021" "01" "021" "01" "024"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "021" "021" "01" "021" "01"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "01" "01" "021" "01" "0222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "021" "01" "01" "01" "021"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "021" "0222" "01" "021" "01"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "01" "021" "021" "01" "01"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "024" "021" "021" "021" "01"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "024" "021" "021" "021" "01"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "021" "01" "021" "021" "01"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "01" "01" "021" "01" "01"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "01" "024" "021" "024" "01"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "021" "021" "021" "021" "01"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "01" "021" "0222" "021" "01"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "021" "021" "021" "01" "01"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "01" "01" "01" "021" "024"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "01" "01" "021" "01" "01"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "01" "021" "021" "021" "01"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "021" "021" "021" "01" "021"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "021" "01" "021" "01" "01"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "021" "024" "021" "021" "021"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "0222" "024" "01" "01" "024"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024" "01" "021" "021" "021"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "024" "01" "01" "0222" "0222"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "0222" "0222" "0222" "024" "024"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "024" "01" "024" "0222" "024"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "024" "0222" "024" "01" "01"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "0222" "024" "024" "024" "01"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "0222" "01" "01" "01" "023"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024" "01" "0222" "024" "024"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "024" "021" "01" "024" "021"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "0222" "0222" "021" "01" "01"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "0222" "024" "01" "024" "0222"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "0222" "024" "0222" "0222" "024"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "024" "021" "024" "01" "021"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "01" "024" "024" "01" "024"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "01" "01" "024" "024" "023"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "01" "024" "0222" "01" "01"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "01" "01" "0222" "01" "0222"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "024" "02213" "0222" "024" "024"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "0222" "0222" "021" "024" "01"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "024" "024" "021" "024" "023"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "01" "024" "024" "024" "01"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "024" "01" "024" "024" "0222"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "024" "024" "024" "024" "0222"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "01" "024" "021" "024" "0222"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "01" "0222" "01" "0222" "01"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "024" "024" "0222" "024" "021"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "0222" "024" "024" "0222" "024"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "0222" "024" "021" "0222" "024"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "024" "0222" "0222" "021" "02213"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "021" "021" "021" "01" "01"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "0222" "024" "01" "024" "01"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "021" "024" "0222" "024" "024"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "021" "0222" "024" "0222" "0222"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "01" "024" "024" "024" "024"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "0222" "01" "024" "024" "01"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "0222" "0222" "024" "01" "01"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "024" "024" "01" "024" "024"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "024" "024" "021" "01" "0222"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "0222" "024" "0222" "01" "024"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "024" "0222" "0222" "01" "024"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024" "01" "0222" "0222" "01"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024" "01" "0222" "0222" "01"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "0222" "024" "021" "024" "0222"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024" "024" "024" "024" "021"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "0222" "0222" "021" "024" "01"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "021" "02213" "024" "024" "023"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "0222" "01" "021" "0222" "0222"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "0222" "024" "024" "01" "024"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "021" "01" "021" "0222" "01"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "0222" "021" "0222" "01" "0222"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "021" "024" "024" "01" "0222"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "01" "01" "0222" "0222" "01"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "02213" "01" "01" "0222" "024"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "0222" "024" "024" "024" "0222"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "0222" "0222" "0222" "024" "0222"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "024" "0222" "024" "01" "0222"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "01" "024" "024" "024" "021"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "0222" "024" "01" "021" "0222"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "0222" "0222" "024" "01" "0222"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "024" "01" "0222" "023" "024"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "0222" "0222" "01" "021" "024"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "024" "021" "024" "024" "024"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "024" "024" "0222" "024" "024"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "0222" "0222" "01" "01" "0222"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "0222" "01" "024" "024" "021"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024" "0222" "024" "024" "01"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "02213" "024" "024" "024" "0222"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "01" "01" "024" "0222" "01"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "024" "01" "0222" "01" "024"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "0222" "0222" "0222" "01" "0222"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "01" "01" "01" "01" "01"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "024" "0222" "024" "024" "024"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "01" "021" "024" "0222" "021"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "02213" "021" "01" "0222" "0222"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024" "01" "01" "01" "024"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "01" "0222" "024" "01" "01"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "0222" "0222" "0222" "024" "024"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "024" "01" "021" "0222" "0222"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "021" "01" "01" "023" "024"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "01" "0222" "024" "01" "0222"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "0222" "01" "0222" "024" "021"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "0222" "0222" "0222" "01" "0222"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "01" "01" "01" "01" "023"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "024" "023" "021" "023" "024"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "024" "021" "0222" "01" "024"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "0222" "024" "024" "0222" "021"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "0222" "01" "0222" "024" "021"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "01" "0222" "0222" "024" "01"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "01" "024" "024" "0222" "01"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "024" "023" "01" "021" "0222"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "024" "01" "01" "024" "0222"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "024" "01" "024" "01" "01"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "024" "01" "024" "024" "01"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "024" "01" "024" "01" "02213"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "024" "0222" "024" "021" "024"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "0222" "021" "01" "024" "0222"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "0222" "01" "0222" "0222" "01"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "0222" "0222" "021" "0222" "0222"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "024" "024" "021" "024" "021"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "01" "021" "0222" "01" "024"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "0222" "024" "01" "024" "024"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "0222" "0222" "024" "0222" "024"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "0222" "024" "02213" "021" "021"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "01" "0222" "0222" "024" "0222"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "01" "024" "0222" "0222" "01"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "0222" "01" "024" "024" "01"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "01" "02213" "0222" "021" "024"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "01" "024" "024" "01" "0222"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "02213" "0222" "024" "024" "01"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "0222" "01" "024" "01" "0222"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "0222" "01" "01" "01" "0222"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "01" "0222" "024" "02213" "0222"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "024" "01" "01" "01" "023"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "024" "024" "0222" "024" "024"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "024" "02212" "024" "01" "023"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "0222" "024" "01" "024" "0222"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024" "01" "024" "0222" "01"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "024" "0222" "024" "021" "0222"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "01" "024" "01" "024" "0222"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024" "01" "0222" "024" "0222"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "0222" "023" "024" "021" "01"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "0222" "024" "024" "0222" "024"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "01" "0222" "01" "021" "0222"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "0222" "01" "024" "021" "024"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "021" "01" "02213" "01" "0222"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "021" "024" "024" "0222" "01"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "024" "0222" "01" "0222" "021"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "0222" "0222" "01" "024" "01"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "024" "024" "024" "0222" "024"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "0222" "01" "01" "01" "024"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "021" "024" "0222" "0222" "024"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "0222" "0222" "024" "024" "01"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "0222" "021" "024" "0222" "01"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024" "021" "0222" "0222" "01"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024" "0222" "0222" "0222" "01"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "024" "024" "024" "021" "0222"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "0222" "0222" "0222" "024" "024"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "0222" "0222" "024" "024" "0222"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "024" "01" "024" "021" "024"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "0222" "021" "01" "01" "0222"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "01" "01" "01" "0222" "0222"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "024" "024" "0222" "024" "024"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "0222" "024" "024" "023" "01"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "0222" "0222" "01" "024" "02213"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "024" "021" "021" "024" "01"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "01" "024" "0222" "01" "01"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "024" "023" "024" "0222" "01"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "02213" "024" "024" "01" "024"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024" "024" "01" "024"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 8594))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "01" "01" "01" "01" "01"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "01" "021" "021" "0221" "023"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "021" "023" "023" "023" "023"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "0221" "0223" "024" "01" "021"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "01" "01" "01" "021" "024"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "023" "023" "021" "0221" "01"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "023" "01" "01" "023" "024"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "01" "0221" "023" "023" "023"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "021" "01" "023" "021" "024"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "01" "023" "023" "0221" "01"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "023" "023" "023" "023" "024"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "023" "023" "023" "023" "0221"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024" "01" "01" "01" "01"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "021" "023" "01" "021" "023"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "023" "023" "01" "023" "024"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "01" "023" "021" "024" "023"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "023" "01" "01" "023" "021"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "01" "024" "01" "023" "021"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "01" "023" "01" "023" "01"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "021" "01" "023" "01" "01"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "023" "023" "01" "023" "023"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "0221" "023" "0221" "021" "01"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "021" "023" "024" "01" "024"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "01" "021" "023" "01" "01"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "023" "021" "01" "023" "01"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "01" "023" "023" "023" "01"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "0221" "01" "021" "024" "023"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "01" "023" "01" "01" "01"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "0221" "024" "01" "01" "0221"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "023" "023" "0221" "023" "01"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "023" "021" "0221" "01" "021"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "023" "021" "01" "023" "021"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "01" "023" "01" "023" "021"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "023" "01" "01" "021" "023"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "021" "023" "023" "024" "023"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "023" "023" "023" "023" "023"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "01" "021" "01" "021" "023"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "023" "023" "023" "023" "023"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "024" "0221" "01" "023" "023"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "01" "024" "023" "01" "024"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "023" "01" "01" "023" "021"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "023" "023" "01" "021" "01"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "023" "023" "023" "021" "021"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "01" "023" "023" "023" "021"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "023" "01" "01" "021" "01"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "01" "01" "023" "021" "023"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "023" "021" "023" "01" "023"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "021" "021" "0221" "023" "0221"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "023" "023" "024" "021" "023"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "021" "021" "023" "021" "023"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "023" "01" "01" "021" "01"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "01" "01" "023" "024" "0221"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "01" "01" "023" "023" "023"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "024" "023" "021" "01" "023"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "023" "023" "023" "01" "023"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "023" "021" "021" "024" "024"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "01" "023" "01" "01" "023"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "023" "01" "023" "023" "023"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "01" "021" "023" "01" "023"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "0221" "01" "024" "023" "01"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "01" "01" "01" "01" "023"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "01" "023" "023" "01" "023"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "021" "023" "023" "023" "01"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "023" "01" "023" "023" "021"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01" "021" "0221" "0221" "023"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "023" "023" "01" "023" "0222"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "023" "021" "023" "023" "023"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01" "023" "023" "01" "023"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "023" "023" "021" "023" "024"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "024" "021" "01" "023" "023"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "024" "023" "01" "01" "023"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "023" "021" "023" "0221" "0221"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "0221" "023" "023" "0221" "01"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "01" "01" "01" "023" "01"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "01" "024" "023" "01" "01"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "021" "01" "01" "01" "023"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "0221" "0221" "023" "023" "021"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "01" "01" "0221" "01" "023"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "01" "024" "023" "021" "023"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "021" "023" "01" "023" "024"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "01" "023" "023" "01" "023"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "023" "01" "01" "024" "023"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "023" "0221" "01" "01" "023"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "0221" "023" "023" "023" "01"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "01" "01" "023" "023" "023"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "01" "021" "01" "023" "01"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "023" "023" "023" "023" "01"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "01" "023" "0221" "021" "023"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "021" "01" "021" "01" "023"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "023" "024" "023" "021" "021"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "024" "023" "021" "023" "0221"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "023" "01" "01" "01" "023"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "024" "023" "01" "01" "01"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "01" "01" "021" "0221" "023"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024" "01" "01" "023" "024"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "023" "01" "021" "021" "0222"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "023" "024" "01" "01" "01"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "01" "023" "023" "01" "0221"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "023" "023" "021" "021" "01"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "01" "01" "01" "024" "01"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "023" "01" "01" "01" "023"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "023" "01" "01" "01" "01"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "01" "01" "0221" "024" "01"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "023" "01" "023" "01" "023"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024" "01" "01" "023" "01"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "01" "023" "0221" "023" "023"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "01" "023" "023" "023" "023"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "01" "024" "01" "023" "01"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "023" "023" "023" "023" "01"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "023" "01" "024" "023" "023"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "023" "023" "01" "01" "023"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "023" "0221" "023" "021" "01"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "023" "024" "024" "023" "023"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024" "023" "01" "023" "01"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "021" "01" "023" "01" "024"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "01" "01" "023" "023" "023"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "021" "01" "021" "021" "023"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "023" "023" "021" "01" "023"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "0221" "023" "01" "023" "01"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "024" "023" "01" "023" "023"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "024" "023" "01" "023" "023"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "0221" "01" "023" "01" "023"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "023" "01" "023" "01" "0221"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01" "021" "023" "023" "023"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "01" "023" "023" "023" "0221"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "01" "01" "01" "01" "024"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "01" "023" "023" "01" "023"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "01" "01" "01" "023" "023"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "01" "024" "021" "0221" "0221"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "023" "023" "01" "021" "023"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "01" "023" "023" "023" "023"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "0221" "021" "01" "024" "0221"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "01" "023" "01" "024" "01"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "01" "01" "023" "01" "023"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "01" "0221" "01" "024" "01"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "023" "023" "023" "021" "021"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "0221" "023" "01" "023" "021"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "01" "01" "023" "023" "023"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "023" "023" "023" "01" "023"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "023" "024" "01" "021" "023"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "021" "021" "023" "01" "023"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "024" "01" "023" "023" "023"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "023" "0221" "023" "023" "024"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "024" "01" "023" "01" "023"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "023" "024" "0221" "01" "023"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "023" "023" "01" "023" "023"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "0221" "01" "023" "023" "01"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "01" "021" "01" "01" "023"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "01" "023" "024" "024" "01"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "024" "01" "01" "0221" "023"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "021" "01" "023" "01" "021"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "023" "023" "023" "023" "023"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "023" "0221" "023" "0221" "023"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "023" "01" "01" "01" "021"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "023" "023" "021" "021" "01"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "021" "021" "021" "021" "021"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "021" "024" "01" "01" "01"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "021" "021" "01" "023" "0221"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "0221" "01" "021" "01" "023"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "021" "01" "023" "01" "021"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "021" "0223" "023" "01" "021"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "01" "01" "023" "021" "023"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "023" "01" "01" "01" "024"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "023" "023" "023" "021" "01"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "023" "023" "023" "0221" "021"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "01" "01" "021" "021" "021"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "01" "01" "01" "01" "01"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "01" "01" "021" "01" "0221"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "01" "0221" "023" "021" "023"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "0221" "0221" "0223" "021" "0221"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "0221" "01" "021" "021" "023"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "01" "021" "0221" "023" "01"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "023" "023" "01" "01" "023"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "021" "0221" "023" "021" "01"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "024" "01" "0221" "023" "023"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "0223" "024" "0221" "024" "021"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "021" "01" "024" "023" "024"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "0223" "0221" "0223" "01" "023"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "01" "021" "01" "01" "0221"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "01" "0221" "01" "021" "021"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "0221" "0221" "01" "0223" "0221"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "023" "01" "023" "0223" "01"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "01" "01" "0221" "01" "024"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "01" "01" "0221" "023" "023"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "021" "021" "0221" "023" "024"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "01" "023" "0221" "0221" "01"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "0221" "0221" "023" "0221" "01"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "0221" "021" "021" "01" "024"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "01" "01" "023" "01" "023"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "023" "023" "01" "021" "021"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "01" "021" "0221" "021" "021"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "01" "0221" "01" "0221" "0223"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "01" "021" "021" "01" "01"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "01" "023" "0221" "021" "01"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "021" "01" "021" "023" "01"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "023" "0221" "0223" "024" "01"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "023" "024" "024" "01" "021"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "021" "0221" "0221" "023" "0222"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "023" "0221" "0221" "0223" "01"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "0221" "0221" "021" "01" "0223"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "0221" "0221" "0223" "021" "024"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "0221" "01" "0223" "023" "021"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "01" "01" "01" "023" "023"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "01" "0223" "021" "021" "023"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "023" "023" "0223" "023" "01"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "024" "01" "023" "023" "024"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "0221" "023" "023" "01" "0221"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "01" "01" "01" "01" "023"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "01" "01" "024" "021" "023"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "01" "0223" "01" "023" "024"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "01" "0221" "0223" "024" "01"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "01" "021" "024" "01" "0221"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "021" "023" "023" "01" "0221"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "023" "01" "01" "021" "0221"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "0223" "01" "0223" "023" "0221"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "021" "0221" "0223" "023" "0223"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "0223" "01" "021" "0221" "0221"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "023" "0221" "0221" "01" "01"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "023" "023" "01" "0221" "0221"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "0223" "0221" "0223" "023" "0221"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "0221" "0221" "0221" "01" "01"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "0221" "024" "021" "01" "01"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "01" "01" "023" "023" "01"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "01" "0221" "024" "021" "01"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "0221" "01" "0223" "0221" "021"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "0223" "0223" "01" "021" "0221"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "0221" "023" "01" "024" "01"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "021" "01" "023" "0221" "023"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "0221" "0221" "023" "023" "01"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "023" "01" "01" "01" "0223"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "024" "01" "021" "023" "0221"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "0221" "0221" "023" "0223" "0223"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "023" "01" "021" "01" "024"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "01" "01" "021" "0221" "023"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "0223" "023" "0221" "023" "021"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "0221" "023" "0223" "0223" "021"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "01" "021" "01" "024" "01"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "01" "024" "0221" "023" "024"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "01" "0221" "023" "0221" "01"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "01" "01" "0221" "01" "0223"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "01" "023" "024" "024" "023"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "0223" "01" "01" "01" "01"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "0221" "0221" "0222" "01" "01"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "01" "021" "01" "01" "01"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "01" "01" "01" "01" "021"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "024" "0223" "01" "0221" "0221"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01" "024" "0223" "01" "01"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "0223" "0223" "01" "01" "024"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "0221" "0221" "01" "01" "0223"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "01" "01" "021" "0223" "01"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "0221" "0221" "0221" "0223" "0221"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "0221" "0223" "0223" "021" "01"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "01" "01" "01" "01" "01"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "0223" "0221" "01" "01" "01"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "01" "0223" "01" "0223" "0223"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "01" "01" "01" "024" "01"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "01" "0221" "01" "01" "01"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "021" "01" "0221" "01" "0221"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "0221" "0223" "01" "01" "021"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "01" "01" "01" "01" "0221"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "0223" "0221" "01" "024" "024"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "0223" "024" "01" "01" "0223"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "0223" "01" "024" "023" "01"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "0223" "01" "0223" "0221" "0223"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "01" "0221" "0221" "01" "0223"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "01" "0223" "0223" "021" "023"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "01" "0223" "0223" "01" "01"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "0223" "01" "01" "01" "01"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "0223" "0221" "0221" "023" "0223"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "0223" "01" "0221" "0221" "01"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "01" "01" "023" "023" "01"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "01" "0221" "023" "0221" "01"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "0223" "01" "0223" "0221" "0221"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "01" "0221" "0221" "024" "01"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "0221" "0223" "0221" "023" "0223"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "01" "0221" "01" "024" "0223"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "01" "024" "01" "01" "0221"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "0221" "01" "0223" "0223" "023"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "0223" "024" "024" "01" "0221"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "01" "0221" "024" "023" "0221"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "023" "01" "0223" "024" "0221"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "0223" "01" "0221" "01" "01"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "01" "023" "01" "0223" "0221"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "0221" "024" "01" "01" "01"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01" "0223" "01" "01" "01"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "01" "024" "01" "023" "024"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "01" "01" "01" "0223" "0223"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01" "01" "0221" "01" "01"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "0221" "024" "0223" "021" "021"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "01" "024" "0221" "01" "01"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "024" "0221" "01" "023" "01"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "023" "01" "01" "01" "024"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "0223" "021" "024" "0223" "024"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "0223" "0223" "0223" "01" "01"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "0221" "023" "0223" "01" "01"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "0223" "0223" "01" "0221" "01"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01" "0221" "01" "01" "021"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "024" "01" "01" "024" "0221"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "023" "023" "024" "0223" "0223"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "0223" "0223" "01" "0223" "01"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "0223" "0223" "01" "01" "01"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "01" "01" "01" "0221" "021"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "01" "01" "024" "01" "0221"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "024" "01" "0221" "0221" "0223"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "024" "01" "023" "024" "01"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "01" "023" "0221" "0223" "01"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "0223" "01" "01" "021" "01"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "01" "0223" "023" "01" "01"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "01" "0221" "01" "01" "021"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "0223" "0221" "01" "024" "024"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "01" "0221" "0223" "01" "01"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "0223" "0223" "021" "021" "024"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "01" "01" "0221" "023" "0223"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "01" "0223" "024" "0221" "01"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "023" "0223" "01" "021" "0221"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "01" "01" "0223" "0221" "0223"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "023" "01" "021" "0221" "0223"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "01" "024" "024" "0221" "01"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "0223" "024" "01" "01" "01"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "0223" "01" "01" "01" "01"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "01" "01" "01" "01" "01"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "024" "01" "01" "01" "0221"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "01" "023" "01" "01" "023"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "023" "01" "01" "021" "024"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "01" "01" "023" "024" "021"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "023" "024" "01" "024" "021"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "0221" "01" "01" "01" "024"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "023" "024" "01" "01" "01"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "021" "021" "024" "021" "0221"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "024" "01" "01" "01" "01"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "024" "01" "0221" "01" "021"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "01" "023" "021" "021" "01"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "023" "021" "01" "023" "0223"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "021" "01" "01" "021" "024"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "021" "01" "01" "021" "023"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "01" "021" "024" "021" "01"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01" "021" "024" "024" "01"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "021" "024" "024" "01" "023"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "01" "01" "01" "021" "01"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "01" "023" "021" "01" "01"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "024" "024" "023" "021" "01"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "024" "024" "021" "021" "01"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "01" "01" "01" "01" "021"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01" "01" "021" "024" "021"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "024" "01" "021" "01" "024"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "01" "01" "023" "0223" "021"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "0221" "01" "021" "023" "023"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "021" "024" "01" "024" "01"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "021" "01" "01" "023" "021"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "01" "0223" "01" "021" "021"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01" "01" "024" "021" "023"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "024" "01" "01" "01" "023"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "021" "01" "023" "01" "021"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "024" "023" "01" "023" "01"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "024" "01" "0223" "01" "01"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "024" "021" "01" "01" "0223"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "021" "01" "024" "021" "021"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "021" "023" "024" "024" "023"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "024" "01" "021" "01" "024"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "021" "024" "024" "01" "01"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "01" "01" "0223" "024" "021"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "024" "024" "01" "021" "023"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "01" "024" "024" "024" "01"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "024" "01" "023" "021" "024"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "023" "024" "01" "01" "01"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01" "01" "01" "01" "01"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "021" "01" "01" "01" "021"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "021" "024" "023" "0223" "0221"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "021" "01" "01" "021" "01"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "01" "01" "023" "021" "023"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "021" "023" "01" "01" "01"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "021" "01" "01" "01" "021"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "01" "024" "021" "01" "01"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "023" "024" "01" "023" "01"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "01" "024" "021" "01" "024"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "024" "01" "01" "024" "0221"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "024" "024" "021" "024" "021"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "01" "01" "01" "024" "024"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "01" "024" "021" "024" "024"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01" "021" "024" "021" "0223"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "01" "01" "01" "01" "01"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "021" "01" "01" "024" "024"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "021" "01" "0221" "01" "024"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "01" "021" "024" "01" "01"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "023" "01" "01" "024" "01"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "023" "023" "01" "01" "024"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "021" "023" "01" "021" "01"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "01" "021" "024" "021" "023"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "024" "01" "021" "021" "01"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "01" "023" "01" "024" "021"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "024" "023" "024" "021" "01"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "01" "024" "021" "024" "01"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "01" "023" "01" "01" "021"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01" "021" "01" "024" "024"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "021" "024" "024" "021" "0223"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "0223" "01" "024" "01" "01"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "01" "01" "01" "01" "01"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "01" "01" "01" "01" "01"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "01" "01" "01" "01" "01"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "024" "01" "024" "01" "01"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "01" "01" "01" "01" "01"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "01" "01" "01" "0221" "01"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01" "01" "021" "023" "01"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "01" "01" "01" "01" "0223"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "01" "01" "01" "01" "01"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "021" "01" "01" "01" "01"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "01" "0221" "021" "021" "01"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "01" "01" "01" "01" "01"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "0223" "01" "0223" "023" "0221"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "01" "0223" "01" "01" "01"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "024" "021" "01" "021" "024"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "01" "01" "024" "01" "01"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "01" "01" "01" "01" "01"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "021" "01" "01" "01" "01"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "01" "01" "01" "01" "01"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "01" "01" "024" "01" "01"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "01" "01" "01" "023" "0223"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "021" "024" "01" "0223" "023"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "01" "01" "01" "01" "01"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "023" "01" "0221" "01" "01"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "01" "01" "01" "01" "01"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "0221" "024" "0221" "01" "01"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "01" "01" "01" "01" "023"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "01" "01" "01" "01" "01"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "01" "01" "023" "01" "01"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "024" "01" "0223" "021" "01"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "01" "021" "01" "01" "0223"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "01" "01" "0223" "01" "01"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "01" "0223" "01" "01" "01"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "021" "01" "01" "01" "01"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "01" "01" "021" "023" "01"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "01" "01" "01" "01" "01"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "01" "01" "01" "023" "01"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "01" "01" "021" "01" "023"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "023" "01" "023" "01" "01"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "01" "01" "01" "01" "01"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "01" "01" "01" "01" "01"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "021" "01" "01" "01" "0221"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "01" "01" "024" "021" "01"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "01" "01" "01" "01" "01"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "01" "01" "01" "024" "024"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "0223" "024" "01" "01" "01"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "01" "01" "01" "01" "024"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "01" "01" "021" "01" "024"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "01" "01" "01" "01" "024"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "0221" "021" "0221" "01" "01"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "01" "01" "01" "01" "01"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "01" "01" "01" "01" "021"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "01" "01" "01" "01" "01"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "0223" "01" "01" "01" "024"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "01" "01" "01" "024" "021"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "01" "01" "01" "01" "023"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "01" "01" "01" "01" "0223"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "01" "01" "01" "01" "01"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "024" "01" "0223" "023" "01"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "01" "01" "01" "024" "01"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "01" "01" "023" "01" "01"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "01" "0223" "01" "01" "01"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "0223" "01" "01" "01" "01"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "01" "0221" "01" "01" "01"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "024" "01" "01" "01" "0221"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "01" "01" "01" "024" "01"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "021" "01" "01" "021" "01"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "021" "01" "0223" "01" "01"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "01" "01" "01" "01" "01"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "01" "01" "01" "021" "01"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "01" "01" "01" "01" "0221"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "01" "01" "01" "0223" "021"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "01" "01" "021" "023" "01"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "024" "01" "01" "01" "01"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "01" "01" "01" "01" "024"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "0223" "01" "01" "01" "01"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "023" "01" "01" "01" "01"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "01" "021" "021" "01" "021"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "021" "021" "021" "021" "021"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "01" "0221" "021" "021" "021"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "021" "01" "01" "01" "01"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "01" "01" "01" "021" "01"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "01" "01" "01" "0222" "021"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "01" "021" "01" "021" "021"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "021" "01" "021" "01" "024"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "021" "021" "021" "021" "0222"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "01" "01" "021" "021" "01"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "01" "021" "0222" "021" "0222"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "01" "021" "01" "01" "01"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "01" "021" "01" "01" "01"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "021" "021" "021" "01" "01"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "021" "024" "021" "01" "021"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "021" "021" "021" "024" "021"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "01" "021" "021" "01" "01"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "021" "01" "021" "021" "021"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "023" "021" "01" "01" "01"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "021" "021" "021" "0222" "01"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "01" "021" "024" "021" "021"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "021" "01" "021" "01" "01"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "021" "01" "021" "021" "021"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "021" "021" "0222" "01" "021"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "021" "021" "021" "021" "021"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "01" "021" "021" "021" "01"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "021" "021" "021" "021" "01"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "01" "01" "01" "01" "01"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "01" "01" "021" "021" "01"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "021" "01" "01" "01" "021"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "01" "01" "021" "021" "021"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "01" "021" "021" "01" "021"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "021" "01" "021" "021" "021"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "01" "0221" "021" "01" "021"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "01" "021" "021" "01" "01"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "021" "021" "01" "021" "01"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "021" "01" "01" "021" "021"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "01" "021" "0222" "021" "01"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "01" "024" "01" "021" "01"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "021" "021" "01" "024" "024"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "0222" "01" "021" "01" "01"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "01" "021" "01" "021" "024"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "01" "01" "01" "01" "01"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "01" "01" "021" "021" "021"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "021" "01" "01" "024" "01"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "024" "021" "024" "021" "021"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "021" "01" "01" "01" "01"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "01" "021" "021" "021" "01"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "021" "021" "01" "01" "021"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "021" "024" "021" "021" "01"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "0222" "01" "021" "021" "024"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "01" "024" "01" "01" "021"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "01" "01" "01" "021" "0222"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "01" "021" "01" "01" "024"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "01" "021" "01" "021" "021"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "01" "021" "021" "01" "01"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "021" "01" "021" "01" "024"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "021" "021" "01" "021" "01"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "01" "01" "021" "01" "0222"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "021" "01" "01" "01" "021"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "021" "0222" "01" "021" "01"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "01" "021" "021" "01" "01"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "024" "021" "021" "021" "01"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "024" "021" "021" "021" "01"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "021" "01" "021" "021" "01"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "01" "01" "021" "01" "01"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "01" "024" "021" "024" "01"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "021" "021" "021" "021" "01"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "01" "021" "0222" "021" "01"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "021" "021" "021" "01" "01"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "01" "01" "01" "021" "024"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "01" "01" "021" "01" "01"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "01" "021" "021" "021" "01"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "021" "021" "021" "01" "021"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "021" "01" "021" "01" "01"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "021" "024" "021" "021" "021"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "0222" "024" "01" "01" "024"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024" "01" "021" "021" "021"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "024" "01" "01" "0222" "0222"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "0222" "0222" "0222" "024" "024"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "024" "01" "024" "0222" "024"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "024" "0222" "024" "01" "01"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "0222" "024" "024" "024" "01"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "0222" "01" "01" "01" "023"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024" "01" "0222" "024" "024"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "024" "021" "01" "024" "021"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "0222" "0222" "021" "01" "01"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "0222" "024" "01" "024" "0222"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "0222" "024" "0222" "0222" "024"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "024" "021" "024" "01" "021"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "01" "024" "024" "01" "024"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "01" "01" "024" "024" "023"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "01" "024" "0222" "01" "01"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "01" "01" "0222" "01" "0222"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "024" "0221" "0222" "024" "024"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "0222" "0222" "021" "024" "01"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "024" "024" "021" "024" "023"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "01" "024" "024" "024" "01"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "024" "01" "024" "024" "0222"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "024" "024" "024" "024" "0222"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "01" "024" "021" "024" "0222"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "01" "0222" "01" "0222" "01"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "024" "024" "0222" "024" "021"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "0222" "024" "024" "0222" "024"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "0222" "024" "021" "0222" "024"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "024" "0222" "0222" "021" "0221"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "021" "021" "021" "01" "01"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "0222" "024" "01" "024" "01"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "021" "024" "0222" "024" "024"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "021" "0222" "024" "0222" "0222"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "01" "024" "024" "024" "024"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "0222" "01" "024" "024" "01"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "0222" "0222" "024" "01" "01"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "024" "024" "01" "024" "024"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "024" "024" "021" "01" "0222"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "0222" "024" "0222" "01" "024"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "024" "0222" "0222" "01" "024"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024" "01" "0222" "0222" "01"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024" "01" "0222" "0222" "01"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "0222" "024" "021" "024" "0222"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024" "024" "024" "024" "021"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "0222" "0222" "021" "024" "01"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "021" "0221" "024" "024" "023"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "0222" "01" "021" "0222" "0222"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "0222" "024" "024" "01" "024"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "021" "01" "021" "0222" "01"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "0222" "021" "0222" "01" "0222"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "021" "024" "024" "01" "0222"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "01" "01" "0222" "0222" "01"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "0221" "01" "01" "0222" "024"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "0222" "024" "024" "024" "0222"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "0222" "0222" "0222" "024" "0222"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "024" "0222" "024" "01" "0222"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "01" "024" "024" "024" "021"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "0222" "024" "01" "021" "0222"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "0222" "0222" "024" "01" "0222"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "024" "01" "0222" "023" "024"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "0222" "0222" "01" "021" "024"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "024" "021" "024" "024" "024"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "024" "024" "0222" "024" "024"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "0222" "0222" "01" "01" "0222"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "0222" "01" "024" "024" "021"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024" "0222" "024" "024" "01"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "0221" "024" "024" "024" "0222"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "01" "01" "024" "0222" "01"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "024" "01" "0222" "01" "024"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "0222" "0222" "0222" "01" "0222"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "01" "01" "01" "01" "01"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "024" "0222" "024" "024" "024"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "01" "021" "024" "0222" "021"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "0221" "021" "01" "0222" "0222"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024" "01" "01" "01" "024"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "01" "0222" "024" "01" "01"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "0222" "0222" "0222" "024" "024"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "024" "01" "021" "0222" "0222"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "021" "01" "01" "023" "024"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "01" "0222" "024" "01" "0222"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "0222" "01" "0222" "024" "021"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "0222" "0222" "0222" "01" "0222"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "01" "01" "01" "01" "023"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "024" "023" "021" "023" "024"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "024" "021" "0222" "01" "024"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "0222" "024" "024" "0222" "021"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "0222" "01" "0222" "024" "021"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "01" "0222" "0222" "024" "01"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "01" "024" "024" "0222" "01"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "024" "023" "01" "021" "0222"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "024" "01" "01" "024" "0222"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "024" "01" "024" "01" "01"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "024" "01" "024" "024" "01"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "024" "01" "024" "01" "0221"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "024" "0222" "024" "021" "024"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "0222" "021" "01" "024" "0222"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "0222" "01" "0222" "0222" "01"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "0222" "0222" "021" "0222" "0222"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "024" "024" "021" "024" "021"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "01" "021" "0222" "01" "024"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "0222" "024" "01" "024" "024"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "0222" "0222" "024" "0222" "024"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "0222" "024" "0221" "021" "021"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "01" "0222" "0222" "024" "0222"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "01" "024" "0222" "0222" "01"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "0222" "01" "024" "024" "01"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "01" "0221" "0222" "021" "024"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "01" "024" "024" "01" "0222"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "0221" "0222" "024" "024" "01"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "0222" "01" "024" "01" "0222"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "0222" "01" "01" "01" "0222"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "01" "0222" "024" "0221" "0222"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "024" "01" "01" "01" "023"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "024" "024" "0222" "024" "024"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "024" "0221" "024" "01" "023"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "0222" "024" "01" "024" "0222"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024" "01" "024" "0222" "01"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "024" "0222" "024" "021" "0222"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "01" "024" "01" "024" "0222"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024" "01" "0222" "024" "0222"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "0222" "023" "024" "021" "01"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "0222" "024" "024" "0222" "024"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "01" "0222" "01" "021" "0222"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "0222" "01" "024" "021" "024"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "021" "01" "0221" "01" "0222"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "021" "024" "024" "0222" "01"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "024" "0222" "01" "0222" "021"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "0222" "0222" "01" "024" "01"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "024" "024" "024" "0222" "024"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "0222" "01" "01" "01" "024"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "021" "024" "0222" "0222" "024"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "0222" "0222" "024" "024" "01"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "0222" "021" "024" "0222" "01"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024" "021" "0222" "0222" "01"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024" "0222" "0222" "0222" "01"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "024" "024" "024" "021" "0222"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "0222" "0222" "0222" "024" "024"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "0222" "0222" "024" "024" "0222"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "024" "01" "024" "021" "024"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "0222" "021" "01" "01" "0222"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "01" "01" "01" "0222" "0222"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "024" "024" "0222" "024" "024"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "0222" "024" "024" "023" "01"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "0222" "0222" "01" "024" "0221"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "024" "021" "021" "024" "01"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "01" "024" "0222" "01" "01"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "024" "023" "024" "0222" "01"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "0221" "024" "024" "01" "024"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024" "024" "01" "024"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 10671))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> "01" "01" "01" "01" "01"
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> "01" "021" "021" "022" "023"
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> "021" "023" "023" "023" "023"
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> "022" "022" "024" "01" "021"
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> "01" "01" "01" "021" "024"
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> "023" "023" "021" "022" "01"
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> "023" "01" "01" "023" "024"
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> "01" "022" "023" "023" "023"
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> "021" "01" "023" "021" "024"
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> "01" "023" "023" "022" "01"
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> "023" "023" "023" "023" "024"
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> "023" "023" "023" "023" "022"
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> "024" "01" "01" "01" "01"
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> "021" "023" "01" "021" "023"
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> "023" "023" "01" "023" "024"
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> "01" "023" "021" "024" "023"
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> "023" "01" "01" "023" "021"
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> "01" "024" "01" "023" "021"
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> "01" "023" "01" "023" "01"
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> "021" "01" "023" "01" "01"
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> "023" "023" "01" "023" "023"
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> "022" "023" "022" "021" "01"
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> "021" "023" "024" "01" "024"
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> "01" "021" "023" "01" "01"
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> "023" "021" "01" "023" "01"
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> "01" "023" "023" "023" "01"
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> "022" "01" "021" "024" "023"
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> "01" "023" "01" "01" "01"
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> "022" "024" "01" "01" "022"
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> "023" "023" "022" "023" "01"
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> "023" "021" "022" "01" "021"
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> "023" "021" "01" "023" "021"
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> "01" "023" "01" "023" "021"
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> "023" "01" "01" "021" "023"
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> "021" "023" "023" "024" "023"
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> "023" "023" "023" "023" "023"
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> "01" "021" "01" "021" "023"
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> "023" "023" "023" "023" "023"
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> "024" "022" "01" "023" "023"
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> "01" "024" "023" "01" "024"
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> "023" "01" "01" "023" "021"
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> "023" "023" "01" "021" "01"
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> "023" "023" "023" "021" "021"
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> "01" "023" "023" "023" "021"
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> "023" "01" "01" "021" "01"
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> "01" "01" "023" "021" "023"
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> "023" "021" "023" "01" "023"
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> "021" "021" "022" "023" "022"
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> "023" "023" "024" "021" "023"
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> "021" "021" "023" "021" "023"
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> "023" "01" "01" "021" "01"
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> "01" "01" "023" "024" "022"
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> "01" "01" "023" "023" "023"
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> "024" "023" "021" "01" "023"
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> "023" "023" "023" "01" "023"
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> "023" "021" "021" "024" "024"
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> "01" "023" "01" "01" "023"
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> "023" "01" "023" "023" "023"
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> "01" "021" "023" "01" "023"
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> "022" "01" "024" "023" "01"
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> "01" "01" "01" "01" "023"
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> "01" "023" "023" "01" "023"
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> "021" "023" "023" "023" "01"
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> "023" "01" "023" "023" "021"
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> "01" "021" "022" "022" "023"
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> "023" "023" "01" "023" "022"
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> "023" "021" "023" "023" "023"
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> "01" "023" "023" "01" "023"
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> "023" "023" "021" "023" "024"
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> "024" "021" "01" "023" "023"
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> "024" "023" "01" "01" "023"
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> "023" "021" "023" "022" "022"
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> "022" "023" "023" "022" "01"
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> "01" "01" "01" "023" "01"
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> "01" "024" "023" "01" "01"
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> "021" "01" "01" "01" "023"
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> "022" "022" "023" "023" "021"
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> "01" "01" "022" "01" "023"
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> "01" "024" "023" "021" "023"
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> "021" "023" "01" "023" "024"
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> "01" "023" "023" "01" "023"
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> "023" "01" "01" "024" "023"
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> "023" "022" "01" "01" "023"
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> "022" "023" "023" "023" "01"
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> "01" "01" "023" "023" "023"
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> "01" "021" "01" "023" "01"
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> "023" "023" "023" "023" "01"
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> "01" "023" "022" "021" "023"
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> "021" "01" "021" "01" "023"
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> "023" "024" "023" "021" "021"
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> "024" "023" "021" "023" "022"
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> "023" "01" "01" "01" "023"
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> "024" "023" "01" "01" "01"
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> "01" "01" "021" "022" "023"
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> "024" "01" "01" "023" "024"
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> "023" "01" "021" "021" "022"
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> "023" "024" "01" "01" "01"
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> "01" "023" "023" "01" "022"
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> "023" "023" "021" "021" "01"
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> "01" "01" "01" "024" "01"
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> "023" "01" "01" "01" "023"
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> "023" "01" "01" "01" "01"
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> "01" "01" "022" "024" "01"
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> "023" "01" "023" "01" "023"
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> "024" "01" "01" "023" "01"
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> "01" "023" "022" "023" "023"
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> "01" "023" "023" "023" "023"
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> "01" "024" "01" "023" "01"
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> "023" "023" "023" "023" "01"
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> "023" "01" "024" "023" "023"
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> "023" "023" "01" "01" "023"
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> "023" "022" "023" "021" "01"
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> "023" "024" "024" "023" "023"
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> "024" "023" "01" "023" "01"
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> "021" "01" "023" "01" "024"
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> "01" "01" "023" "023" "023"
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> "021" "01" "021" "021" "023"
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> "023" "023" "021" "01" "023"
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> "022" "023" "01" "023" "01"
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> "024" "023" "01" "023" "023"
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> "024" "023" "01" "023" "023"
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> "022" "01" "023" "01" "023"
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> "023" "01" "023" "01" "022"
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> "01" "021" "023" "023" "023"
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> "01" "023" "023" "023" "022"
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> "01" "01" "01" "01" "024"
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> "01" "023" "023" "01" "023"
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> "01" "01" "01" "023" "023"
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> "01" "024" "021" "022" "022"
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> "023" "023" "01" "021" "023"
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> "01" "023" "023" "023" "023"
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> "022" "021" "01" "024" "022"
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> "01" "023" "01" "024" "01"
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> "01" "01" "023" "01" "023"
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> "01" "022" "01" "024" "01"
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> "023" "023" "023" "021" "021"
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> "022" "023" "01" "023" "021"
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> "01" "01" "023" "023" "023"
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> "023" "023" "023" "01" "023"
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> "023" "024" "01" "021" "023"
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> "021" "021" "023" "01" "023"
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> "024" "01" "023" "023" "023"
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> "023" "022" "023" "023" "024"
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> "024" "01" "023" "01" "023"
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> "023" "024" "022" "01" "023"
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> "023" "023" "01" "023" "023"
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> "022" "01" "023" "023" "01"
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> "01" "021" "01" "01" "023"
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> "01" "023" "024" "024" "01"
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> "024" "01" "01" "022" "023"
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> "021" "01" "023" "01" "021"
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> "023" "023" "023" "023" "023"
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> "023" "022" "023" "022" "023"
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> "023" "01" "01" "01" "021"
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> "023" "023" "021" "021" "01"
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> "021" "021" "021" "021" "021"
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> "021" "024" "01" "01" "01"
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> "021" "021" "01" "023" "022"
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> "022" "01" "021" "01" "023"
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> "021" "01" "023" "01" "021"
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> "021" "022" "023" "01" "021"
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> "01" "01" "023" "021" "023"
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> "023" "01" "01" "01" "024"
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> "023" "023" "023" "021" "01"
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> "023" "023" "023" "022" "021"
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> "01" "01" "021" "021" "021"
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> "01" "01" "01" "01" "01"
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> "01" "01" "021" "01" "022"
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> "01" "022" "023" "021" "023"
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> "022" "022" "022" "021" "022"
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> "022" "01" "021" "021" "023"
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> "01" "021" "022" "023" "01"
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> "023" "023" "01" "01" "023"
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> "021" "022" "023" "021" "01"
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> "024" "01" "022" "023" "023"
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> "022" "024" "022" "024" "021"
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> "021" "01" "024" "023" "024"
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> "022" "022" "022" "01" "023"
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> "01" "021" "01" "01" "022"
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> "01" "022" "01" "021" "021"
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> "022" "022" "01" "022" "022"
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> "023" "01" "023" "022" "01"
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> "01" "01" "022" "01" "024"
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> "01" "01" "022" "023" "023"
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> "021" "021" "022" "023" "024"
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> "01" "023" "022" "022" "01"
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> "022" "022" "023" "022" "01"
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> "022" "021" "021" "01" "024"
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> "01" "01" "023" "01" "023"
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> "023" "023" "01" "021" "021"
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> "01" "021" "022" "021" "021"
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> "01" "022" "01" "022" "022"
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> "01" "021" "021" "01" "01"
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> "01" "023" "022" "021" "01"
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> "021" "01" "021" "023" "01"
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> "023" "022" "022" "024" "01"
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> "023" "024" "024" "01" "021"
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> "021" "022" "022" "023" "022"
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> "023" "022" "022" "022" "01"
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> "022" "022" "021" "01" "022"
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> "022" "022" "022" "021" "024"
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> "022" "01" "022" "023" "021"
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> "01" "01" "01" "023" "023"
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> "01" "022" "021" "021" "023"
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> "023" "023" "022" "023" "01"
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> "024" "01" "023" "023" "024"
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> "022" "023" "023" "01" "022"
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> "01" "01" "01" "01" "023"
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> "01" "01" "024" "021" "023"
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> "01" "022" "01" "023" "024"
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> "01" "022" "022" "024" "01"
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> "01" "021" "024" "01" "022"
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> "021" "023" "023" "01" "022"
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> "023" "01" "01" "021" "022"
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> "022" "01" "022" "023" "022"
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> "021" "022" "022" "023" "022"
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> "022" "01" "021" "022" "022"
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> "023" "022" "022" "01" "01"
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> "023" "023" "01" "022" "022"
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> "022" "022" "022" "023" "022"
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> "022" "022" "022" "01" "01"
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> "022" "024" "021" "01" "01"
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> "01" "01" "023" "023" "01"
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> "01" "022" "024" "021" "01"
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> "022" "01" "022" "022" "021"
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> "022" "022" "01" "021" "022"
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> "022" "023" "01" "024" "01"
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> "021" "01" "023" "022" "023"
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> "022" "022" "023" "023" "01"
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> "023" "01" "01" "01" "022"
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> "024" "01" "021" "023" "022"
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> "022" "022" "023" "022" "022"
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> "023" "01" "021" "01" "024"
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> "01" "01" "021" "022" "023"
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> "022" "023" "022" "023" "021"
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> "022" "023" "022" "022" "021"
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> "01" "021" "01" "024" "01"
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> "01" "024" "022" "023" "024"
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> "01" "022" "023" "022" "01"
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> "01" "01" "022" "01" "022"
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> "01" "023" "024" "024" "023"
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> "022" "01" "01" "01" "01"
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> "022" "022" "022" "01" "01"
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> "01" "021" "01" "01" "01"
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> "01" "01" "01" "01" "021"
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> "024" "022" "01" "022" "022"
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> "01" "024" "022" "01" "01"
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> "022" "022" "01" "01" "024"
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> "022" "022" "01" "01" "022"
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> "01" "01" "021" "022" "01"
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> "022" "022" "022" "022" "022"
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> "022" "022" "022" "021" "01"
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> "01" "01" "01" "01" "01"
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> "022" "022" "01" "01" "01"
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> "01" "022" "01" "022" "022"
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> "01" "01" "01" "024" "01"
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> "01" "022" "01" "01" "01"
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> "021" "01" "022" "01" "022"
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> "022" "022" "01" "01" "021"
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> "01" "01" "01" "01" "022"
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> "022" "022" "01" "024" "024"
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> "022" "024" "01" "01" "022"
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> "022" "01" "024" "023" "01"
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> "022" "01" "022" "022" "022"
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> "01" "022" "022" "01" "022"
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> "01" "022" "022" "021" "023"
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> "01" "022" "022" "01" "01"
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> "022" "01" "01" "01" "01"
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> "022" "022" "022" "023" "022"
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> "022" "01" "022" "022" "01"
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> "01" "01" "023" "023" "01"
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> "01" "022" "023" "022" "01"
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> "022" "01" "022" "022" "022"
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> "01" "022" "022" "024" "01"
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> "022" "022" "022" "023" "022"
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> "01" "022" "01" "024" "022"
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> "01" "024" "01" "01" "022"
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> "022" "01" "022" "022" "023"
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> "022" "024" "024" "01" "022"
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> "01" "022" "024" "023" "022"
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> "023" "01" "022" "024" "022"
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> "022" "01" "022" "01" "01"
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> "01" "023" "01" "022" "022"
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> "022" "024" "01" "01" "01"
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> "01" "022" "01" "01" "01"
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> "01" "024" "01" "023" "024"
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> "01" "01" "01" "022" "022"
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> "01" "01" "022" "01" "01"
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> "022" "024" "022" "021" "021"
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> "01" "024" "022" "01" "01"
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> "024" "022" "01" "023" "01"
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> "023" "01" "01" "01" "024"
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> "022" "021" "024" "022" "024"
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> "022" "022" "022" "01" "01"
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> "022" "023" "022" "01" "01"
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> "022" "022" "01" "022" "01"
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> "01" "022" "01" "01" "021"
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> "024" "01" "01" "024" "022"
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> "023" "023" "024" "022" "022"
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> "022" "022" "01" "022" "01"
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> "022" "022" "01" "01" "01"
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> "01" "01" "01" "022" "021"
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> "01" "01" "024" "01" "022"
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> "024" "01" "022" "022" "022"
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> "024" "01" "023" "024" "01"
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> "01" "023" "022" "022" "01"
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> "022" "01" "01" "021" "01"
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> "01" "022" "023" "01" "01"
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> "01" "022" "01" "01" "021"
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> "022" "022" "01" "024" "024"
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> "01" "022" "022" "01" "01"
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> "022" "022" "021" "021" "024"
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> "01" "01" "022" "023" "022"
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> "01" "022" "024" "022" "01"
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> "023" "022" "01" "021" "022"
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> "01" "01" "022" "022" "022"
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> "023" "01" "021" "022" "022"
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> "01" "024" "024" "022" "01"
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> "022" "024" "01" "01" "01"
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> "022" "01" "01" "01" "01"
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> "01" "01" "01" "01" "01"
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> "024" "01" "01" "01" "022"
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> "01" "023" "01" "01" "023"
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> "023" "01" "01" "021" "024"
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> "01" "01" "023" "024" "021"
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> "023" "024" "01" "024" "021"
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> "022" "01" "01" "01" "024"
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> "023" "024" "01" "01" "01"
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> "021" "021" "024" "021" "022"
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> "024" "01" "01" "01" "01"
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> "024" "01" "022" "01" "021"
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> "01" "023" "021" "021" "01"
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> "023" "021" "01" "023" "022"
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> "021" "01" "01" "021" "024"
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> "021" "01" "01" "021" "023"
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> "01" "021" "024" "021" "01"
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> "01" "021" "024" "024" "01"
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> "021" "024" "024" "01" "023"
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> "01" "01" "01" "021" "01"
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> "01" "023" "021" "01" "01"
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> "024" "024" "023" "021" "01"
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> "024" "024" "021" "021" "01"
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> "01" "01" "01" "01" "021"
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> "01" "01" "021" "024" "021"
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> "024" "01" "021" "01" "024"
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> "01" "01" "023" "022" "021"
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> "022" "01" "021" "023" "023"
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> "021" "024" "01" "024" "01"
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> "021" "01" "01" "023" "021"
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> "01" "022" "01" "021" "021"
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> "01" "01" "024" "021" "023"
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> "024" "01" "01" "01" "023"
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> "021" "01" "023" "01" "021"
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> "024" "023" "01" "023" "01"
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> "024" "01" "022" "01" "01"
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> "024" "021" "01" "01" "022"
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> "021" "01" "024" "021" "021"
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> "021" "023" "024" "024" "023"
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> "024" "01" "021" "01" "024"
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> "021" "024" "024" "01" "01"
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> "01" "01" "022" "024" "021"
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> "024" "024" "01" "021" "023"
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> "01" "024" "024" "024" "01"
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> "024" "01" "023" "021" "024"
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> "023" "024" "01" "01" "01"
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> "01" "01" "01" "01" "01"
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> "021" "01" "01" "01" "021"
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> "021" "024" "023" "022" "022"
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> "021" "01" "01" "021" "01"
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> "01" "01" "023" "021" "023"
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> "021" "023" "01" "01" "01"
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> "021" "01" "01" "01" "021"
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> "01" "024" "021" "01" "01"
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> "023" "024" "01" "023" "01"
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> "01" "024" "021" "01" "024"
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> "024" "01" "01" "024" "022"
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> "024" "024" "021" "024" "021"
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> "01" "01" "01" "024" "024"
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> "01" "024" "021" "024" "024"
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> "01" "021" "024" "021" "022"
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> "01" "01" "01" "01" "01"
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> "021" "01" "01" "024" "024"
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> "021" "01" "022" "01" "024"
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> "01" "021" "024" "01" "01"
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> "023" "01" "01" "024" "01"
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> "023" "023" "01" "01" "024"
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> "021" "023" "01" "021" "01"
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> "01" "021" "024" "021" "023"
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> "024" "01" "021" "021" "01"
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> "01" "023" "01" "024" "021"
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> "024" "023" "024" "021" "01"
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> "01" "024" "021" "024" "01"
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> "01" "023" "01" "01" "021"
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> "01" "021" "01" "024" "024"
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> "021" "024" "024" "021" "022"
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> "022" "01" "024" "01" "01"
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> "01" "01" "01" "01" "01"
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> "01" "01" "01" "01" "01"
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> "01" "01" "01" "01" "01"
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> "024" "01" "024" "01" "01"
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> "01" "01" "01" "01" "01"
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> "01" "01" "01" "022" "01"
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> "01" "01" "021" "023" "01"
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> "01" "01" "01" "01" "022"
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> "01" "01" "01" "01" "01"
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> "021" "01" "01" "01" "01"
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> "01" "022" "021" "021" "01"
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> "01" "01" "01" "01" "01"
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> "022" "01" "022" "023" "022"
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> "01" "022" "01" "01" "01"
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> "024" "021" "01" "021" "024"
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> "01" "01" "024" "01" "01"
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> "01" "01" "01" "01" "01"
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> "021" "01" "01" "01" "01"
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> "01" "01" "01" "01" "01"
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> "01" "01" "024" "01" "01"
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> "01" "01" "01" "023" "022"
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> "021" "024" "01" "022" "023"
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> "01" "01" "01" "01" "01"
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> "023" "01" "022" "01" "01"
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> "01" "01" "01" "01" "01"
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> "022" "024" "022" "01" "01"
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> "01" "01" "01" "01" "023"
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> "01" "01" "01" "01" "01"
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> "01" "01" "023" "01" "01"
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> "024" "01" "022" "021" "01"
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> "01" "021" "01" "01" "022"
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> "01" "01" "022" "01" "01"
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> "01" "022" "01" "01" "01"
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> "021" "01" "01" "01" "01"
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> "01" "01" "021" "023" "01"
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> "01" "01" "01" "01" "01"
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> "01" "01" "01" "023" "01"
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> "01" "01" "021" "01" "023"
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> "023" "01" "023" "01" "01"
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> "01" "01" "01" "01" "01"
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> "01" "01" "01" "01" "01"
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> "021" "01" "01" "01" "022"
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> "01" "01" "024" "021" "01"
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> "01" "01" "01" "01" "01"
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> "01" "01" "01" "024" "024"
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> "022" "024" "01" "01" "01"
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> "01" "01" "01" "01" "024"
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> "01" "01" "021" "01" "024"
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> "01" "01" "01" "01" "024"
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> "022" "021" "022" "01" "01"
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> "01" "01" "01" "01" "01"
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> "01" "01" "01" "01" "021"
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> "01" "01" "01" "01" "01"
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> "022" "01" "01" "01" "024"
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> "01" "01" "01" "024" "021"
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> "01" "01" "01" "01" "023"
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> "01" "01" "01" "01" "022"
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> "01" "01" "01" "01" "01"
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> "024" "01" "022" "023" "01"
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> "01" "01" "01" "024" "01"
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> "01" "01" "023" "01" "01"
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> "01" "022" "01" "01" "01"
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> "022" "01" "01" "01" "01"
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> "01" "022" "01" "01" "01"
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> "024" "01" "01" "01" "022"
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> "01" "01" "01" "024" "01"
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> "021" "01" "01" "021" "01"
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> "021" "01" "022" "01" "01"
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> "01" "01" "01" "01" "01"
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> "01" "01" "01" "021" "01"
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> "01" "01" "01" "01" "022"
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> "01" "01" "01" "022" "021"
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> "01" "01" "021" "023" "01"
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> "024" "01" "01" "01" "01"
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> "01" "01" "01" "01" "024"
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> "022" "01" "01" "01" "01"
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> "023" "01" "01" "01" "01"
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> "01" "021" "021" "01" "021"
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> "021" "021" "021" "021" "021"
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> "01" "022" "021" "021" "021"
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> "021" "01" "01" "01" "01"
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> "01" "01" "01" "021" "01"
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> "01" "01" "01" "022" "021"
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> "01" "021" "01" "021" "021"
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> "021" "01" "021" "01" "024"
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> "021" "021" "021" "021" "022"
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> "01" "01" "021" "021" "01"
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> "01" "021" "022" "021" "022"
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> "01" "021" "01" "01" "01"
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> "01" "021" "01" "01" "01"
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> "021" "021" "021" "01" "01"
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> "021" "024" "021" "01" "021"
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> "021" "021" "021" "024" "021"
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> "01" "021" "021" "01" "01"
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> "021" "01" "021" "021" "021"
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> "023" "021" "01" "01" "01"
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> "021" "021" "021" "022" "01"
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> "01" "021" "024" "021" "021"
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> "021" "01" "021" "01" "01"
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> "021" "01" "021" "021" "021"
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> "021" "021" "022" "01" "021"
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> "021" "021" "021" "021" "021"
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> "01" "021" "021" "021" "01"
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> "021" "021" "021" "021" "01"
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> "01" "01" "01" "01" "01"
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> "01" "01" "021" "021" "01"
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> "021" "01" "01" "01" "021"
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> "01" "01" "021" "021" "021"
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> "01" "021" "021" "01" "021"
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> "021" "01" "021" "021" "021"
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> "01" "022" "021" "01" "021"
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> "01" "021" "021" "01" "01"
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> "021" "021" "01" "021" "01"
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> "021" "01" "01" "021" "021"
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> "01" "021" "022" "021" "01"
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> "01" "024" "01" "021" "01"
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> "021" "021" "01" "024" "024"
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> "022" "01" "021" "01" "01"
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> "01" "021" "01" "021" "024"
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> "01" "01" "01" "01" "01"
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> "01" "01" "021" "021" "021"
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> "021" "01" "01" "024" "01"
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> "024" "021" "024" "021" "021"
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> "021" "01" "01" "01" "01"
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> "01" "021" "021" "021" "01"
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> "021" "021" "01" "01" "021"
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> "021" "024" "021" "021" "01"
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> "022" "01" "021" "021" "024"
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> "01" "024" "01" "01" "021"
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> "01" "01" "01" "021" "022"
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> "01" "021" "01" "01" "024"
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> "01" "021" "01" "021" "021"
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> "01" "021" "021" "01" "01"
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> "021" "01" "021" "01" "024"
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> "021" "021" "01" "021" "01"
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> "01" "01" "021" "01" "022"
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> "021" "01" "01" "01" "021"
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> "021" "022" "01" "021" "01"
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> "01" "021" "021" "01" "01"
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> "024" "021" "021" "021" "01"
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> "024" "021" "021" "021" "01"
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> "021" "01" "021" "021" "01"
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> "01" "01" "021" "01" "01"
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> "01" "024" "021" "024" "01"
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> "021" "021" "021" "021" "01"
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> "01" "021" "022" "021" "01"
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> "021" "021" "021" "01" "01"
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> "01" "01" "01" "021" "024"
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> "01" "01" "021" "01" "01"
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> "01" "021" "021" "021" "01"
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> "021" "021" "021" "01" "021"
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> "021" "01" "021" "01" "01"
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> "021" "024" "021" "021" "021"
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> "022" "024" "01" "01" "024"
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> "024" "01" "021" "021" "021"
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> "024" "01" "01" "022" "022"
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> "022" "022" "022" "024" "024"
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> "024" "01" "024" "022" "024"
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> "024" "022" "024" "01" "01"
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> "022" "024" "024" "024" "01"
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> "022" "01" "01" "01" "023"
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> "024" "01" "022" "024" "024"
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> "024" "021" "01" "024" "021"
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> "022" "022" "021" "01" "01"
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> "022" "024" "01" "024" "022"
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> "022" "024" "022" "022" "024"
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> "024" "021" "024" "01" "021"
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> "01" "024" "024" "01" "024"
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> "01" "01" "024" "024" "023"
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> "01" "024" "022" "01" "01"
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> "01" "01" "022" "01" "022"
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> "024" "022" "022" "024" "024"
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> "022" "022" "021" "024" "01"
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> "024" "024" "021" "024" "023"
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> "01" "024" "024" "024" "01"
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> "024" "01" "024" "024" "022"
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> "024" "024" "024" "024" "022"
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> "01" "024" "021" "024" "022"
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> "01" "022" "01" "022" "01"
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> "024" "024" "022" "024" "021"
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> "022" "024" "024" "022" "024"
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> "022" "024" "021" "022" "024"
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> "024" "022" "022" "021" "022"
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> "021" "021" "021" "01" "01"
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> "022" "024" "01" "024" "01"
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> "021" "024" "022" "024" "024"
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> "021" "022" "024" "022" "022"
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> "01" "024" "024" "024" "024"
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> "022" "01" "024" "024" "01"
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> "022" "022" "024" "01" "01"
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> "024" "024" "01" "024" "024"
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> "024" "024" "021" "01" "022"
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> "022" "024" "022" "01" "024"
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> "024" "024" "024" "024" "024"
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> "024" "022" "022" "01" "024"
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> "024" "01" "022" "022" "01"
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> "024" "01" "022" "022" "01"
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> "022" "024" "021" "024" "022"
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> "024" "024" "024" "024" "021"
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> "022" "022" "021" "024" "01"
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> "021" "022" "024" "024" "023"
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> "022" "01" "021" "022" "022"
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> "022" "024" "024" "01" "024"
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> "021" "01" "021" "022" "01"
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> "022" "021" "022" "01" "022"
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> "021" "024" "024" "01" "022"
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> "01" "01" "022" "022" "01"
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> "022" "01" "01" "022" "024"
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> "022" "024" "024" "024" "022"
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> "022" "022" "022" "024" "022"
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> "024" "022" "024" "01" "022"
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> "01" "024" "024" "024" "021"
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> "022" "024" "01" "021" "022"
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> "022" "022" "024" "01" "022"
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> "024" "01" "022" "023" "024"
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> "022" "022" "01" "021" "024"
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> "024" "021" "024" "024" "024"
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> "024" "024" "022" "024" "024"
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> "022" "022" "01" "01" "022"
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> "022" "01" "024" "024" "021"
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> "024" "022" "024" "024" "01"
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> "022" "024" "024" "024" "022"
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> "01" "01" "024" "022" "01"
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> "024" "01" "022" "01" "024"
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> "022" "022" "022" "01" "022"
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> "01" "01" "01" "01" "01"
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> "024" "022" "024" "024" "024"
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> "01" "021" "024" "022" "021"
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> "022" "021" "01" "022" "022"
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> "024" "01" "01" "01" "024"
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> "01" "022" "024" "01" "01"
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> "022" "022" "022" "024" "024"
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> "024" "01" "021" "022" "022"
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> "021" "01" "01" "023" "024"
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> "01" "022" "024" "01" "022"
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> "022" "01" "022" "024" "021"
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> "022" "022" "022" "01" "022"
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> "01" "01" "01" "01" "023"
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> "024" "023" "021" "023" "024"
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> "024" "021" "022" "01" "024"
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> "022" "024" "024" "022" "021"
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> "022" "01" "022" "024" "021"
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> "01" "022" "022" "024" "01"
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> "01" "024" "024" "022" "01"
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> "024" "023" "01" "021" "022"
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> "024" "01" "01" "024" "022"
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> "024" "01" "024" "01" "01"
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> "024" "01" "024" "024" "01"
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> "024" "01" "024" "01" "022"
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> "024" "022" "024" "021" "024"
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> "022" "021" "01" "024" "022"
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> "022" "01" "022" "022" "01"
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> "022" "022" "021" "022" "022"
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> "024" "024" "021" "024" "021"
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> "01" "021" "022" "01" "024"
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> "022" "024" "01" "024" "024"
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> "022" "022" "024" "022" "024"
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> "022" "024" "022" "021" "021"
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> "01" "022" "022" "024" "022"
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> "01" "024" "022" "022" "01"
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> "022" "01" "024" "024" "01"
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> "01" "022" "022" "021" "024"
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> "01" "024" "024" "01" "022"
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> "022" "022" "024" "024" "01"
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> "022" "01" "024" "01" "022"
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> "022" "01" "01" "01" "022"
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> "01" "022" "024" "022" "022"
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> "024" "01" "01" "01" "023"
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> "024" "024" "022" "024" "024"
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> "024" "022" "024" "01" "023"
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> "022" "024" "01" "024" "022"
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> "024" "01" "024" "022" "01"
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> "024" "022" "024" "021" "022"
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> "01" "024" "01" "024" "022"
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> "024" "01" "022" "024" "022"
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> "022" "023" "024" "021" "01"
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> "022" "024" "024" "022" "024"
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> "01" "022" "01" "021" "022"
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> "022" "01" "024" "021" "024"
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> "021" "01" "022" "01" "022"
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> "021" "024" "024" "022" "01"
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> "024" "022" "01" "022" "021"
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> "022" "022" "01" "024" "01"
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> "024" "024" "024" "022" "024"
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> "022" "01" "01" "01" "024"
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> "021" "024" "022" "022" "024"
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> "022" "022" "024" "024" "01"
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> "022" "021" "024" "022" "01"
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> "01" "024" "01" "024" "024"
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> "024" "021" "022" "022" "01"
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> "024" "022" "022" "022" "01"
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> "024" "024" "024" "021" "022"
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> "022" "022" "022" "024" "024"
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> "022" "022" "024" "024" "022"
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> "024" "01" "024" "021" "024"
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> "022" "021" "01" "01" "022"
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> "01" "01" "01" "022" "022"
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> "024" "024" "022" "024" "024"
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> "022" "024" "024" "023" "01"
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> "022" "022" "01" "024" "022"
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> "024" "021" "021" "024" "01"
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> "01" "024" "022" "01" "01"
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> "024" "023" "024" "022" "01"
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> "022" "024" "024" "01" "024"
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> "024" "024" "01" "024"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 10998))
#> HP1502401_N13 HP1502401_D14 HP1502401_F14 HP1502401_J13 HP1502401_B13
#> NA NA NA NA NA
#> HP1502401_H13 HP1502401_J14 HP1502401_B14 HP1502401_A14 HP1502401_C14
#> NA NA NA NA NA
#> HP1502401_G14 HP1502401_E14 HP1502401_L14 HP1502401_M14 HP1502401_K14
#> NA NA NA NA NA
#> HP1502401_I14 HP1502401_F13 HP1502401_L13 HP1502401_D13 HP1502401_H14
#> NA NA NA NA NA
#> HP1504101T2D_I3 HP1504101T2D_D16 HP1504101T2D_D22 HP1502401_F17 HP1504101T2D_B4
#> NA NA NA NA NA
#> HP1504101T2D_M6 HP1504101T2D_F15 HP1504101T2D_H7 HP1502401_H23 HP1504101T2D_F8
#> NA NA NA NA NA
#> HP1502401_L21 HP1502401_B19 HP1504101T2D_B2 HP1504101T2D_F10 HP1504101T2D_B10
#> NA NA NA NA NA
#> HP1504101T2D_L6 HP1502401_G18 HP1502401_K22 HP1502401_I22 HP1504101T2D_M18
#> NA NA NA NA NA
#> HP1502401_J22 HP1502401_F4 HP1504101T2D_O12 HP1502401_M15 HP1504101T2D_G16
#> NA NA NA NA NA
#> HP1502401_J5 HP1504101T2D_L23 HP1502401_G24 HP1502401_G23 HP1504101T2D_H11
#> NA NA NA NA NA
#> HP1504101T2D_A24 HP1504101T2D_N17 HP1502401_N8 HP1504101T2D_G1 HP1504101T2D_A15
#> NA NA NA NA NA
#> HP1504101T2D_M19 HP1502401_O16 HP1504101T2D_E16 HP1502401_A12 HP1502401_D18
#> NA NA NA NA NA
#> HP1504101T2D_K2 HP1504101T2D_G13 HP1502401_I11 HP1502401_A11 HP1502401_G16
#> NA NA NA NA NA
#> HP1502401_K19 HP1502401_D5 HP1502401_D1 HP1502401_H22 HP1504101T2D_J15
#> NA NA NA NA NA
#> HP1504101T2D_N7 HP1504101T2D_O16 HP1502401_L6 HP1502401_M5 HP1504101T2D_M4
#> NA NA NA NA NA
#> HP1504101T2D_L22 HP1504101T2D_I20 HP1502401_K17 HP1504101T2D_B22 HP1504101T2D_G4
#> NA NA NA NA NA
#> HP1502401_H15 HP1502401_K4 HP1502401_B3 HP1502401_H8 HP1502401_N17
#> NA NA NA NA NA
#> HP1504101T2D_C13 HP1504101T2D_L13 HP1504101T2D_G15 HP1504101T2D_K24 HP1504101T2D_B24
#> NA NA NA NA NA
#> HP1502401_B4 HP1504101T2D_H14 HP1502401_C11 HP1502401_A7 HP1504101T2D_P8
#> NA NA NA NA NA
#> HP1504101T2D_I1 HP1502401_N24 HP1502401_O2 HP1502401_H17 HP1504101T2D_C24
#> NA NA NA NA NA
#> HP1502401_J21 HP1504101T2D_J13 HP1504101T2D_E5 HP1502401_J8 HP1502401_N15
#> NA NA NA NA NA
#> HP1504101T2D_L14 HP1504101T2D_D2 HP1502401_N2 HP1502401_H7 HP1504101T2D_K5
#> NA NA NA NA NA
#> HP1504101T2D_O13 HP1504101T2D_L2 HP1502401_E5 HP1504101T2D_N11 HP1502401_O1
#> NA NA NA NA NA
#> HP1502401_K18 HP1502401_B7 HP1504101T2D_I24 HP1502401_N5 HP1502401_N22
#> NA NA NA NA NA
#> HP1504101T2D_J18 HP1502401_L3 HP1504101T2D_K16 HP1502401_J1 HP1504101T2D_I4
#> NA NA NA NA NA
#> HP1504101T2D_E17 HP1502401_H3 HP1504101T2D_B6 HP1502401_I15 HP1504101T2D_P6
#> NA NA NA NA NA
#> HP1504101T2D_B8 HP1504101T2D_M11 HP1502401_D17 HP1504101T2D_M15 HP1502401_I4
#> NA NA NA NA NA
#> HP1504101T2D_O21 HP1502401_J23 HP1502401_L19 HP1504101T2D_O7 HP1504101T2D_A11
#> NA NA NA NA NA
#> HP1502401_O14 HP1504101T2D_N15 HP1502401_M18 HP1502401_C19 HP1502401_L5
#> NA NA NA NA NA
#> HP1504101T2D_F7 HP1504101T2D_I5 HP1504101T2D_C1 HP1504101T2D_P14 HP1504101T2D_G5
#> NA NA NA NA NA
#> HP1504101T2D_A20 HP1502401_H11 HP1504101T2D_K19 HP1502401_O5 HP1502401_K15
#> NA NA NA NA NA
#> HP1504101T2D_C17 HP1502401_G10 HP1504101T2D_J19 HP1502401_L2 HP1504101T2D_D8
#> NA NA NA NA NA
#> HP1504101T2D_B15 HP1502401_L23 HP1502401_E4 HP1502401_F19 HP1502401_L17
#> NA NA NA NA NA
#> HP1502401_O22 HP1502401_F7 HP1504101T2D_K1 HP1504101T2D_I7 HP1504101T2D_H5
#> NA NA NA NA NA
#> HP1502401_L16 HP1504101T2D_F22 HP1504101T2D_J2 HP1504101T2D_E1 HP1502401_A18
#> NA NA NA NA NA
#> HP1504101T2D_A19 HP1504101T2D_G2 HP1504101T2D_J11 HP1504101T2D_K22 HP1502401_L12
#> NA NA NA NA NA
#> HP1502401_A21 HP1504101T2D_E19 HP1502401_D23 HP1502401_E22 HP1502401_H2
#> NA NA NA NA NA
#> HP1504101T2D_G17 HP1502401_N1 HP1504101T2D_N19 HP1504101T2D_I17 HP1502401_E7
#> NA NA NA NA NA
#> HP1504101T2D_E11 HP1502401_H21 HP1502401_A9 HP1504101T2D_E18 HP1504101T2D_D7
#> NA NA NA NA NA
#> HP1504101T2D_I13 HP1502401_B18 HP1502401_K9 HP1502401_G15 HP1502401_E16
#> NA NA NA NA NA
#> HP1504101T2D_L21 HP1504101T2D_M17 HP1502401_D21 HP1504101T2D_N12 HP1502401_M4
#> NA NA NA NA NA
#> HP1504101T2D_B16 HP1504101T2D_E23 HP1502401_G21 HP1502401_D7 HP1502401_G1
#> NA NA NA NA NA
#> HP1504101T2D_L15 HP1504101T2D_D17 HP1504101T2D_A4 HP1502401_O21 HP1502401_M10
#> NA NA NA NA NA
#> HP1504101T2D_C23 HP1504101T2D_H9 HP1504101T2D_A5 HP1504101T2D_K23 HP1502401_I7
#> NA NA NA NA NA
#> HP1502401_C18 HP1502401_N6 HP1504101T2D_O19 HP1502401_O6 HP1502401_A8
#> NA NA NA NA NA
#> HP1504101T2D_F6 HP1502401_L8 HP1502401_K24 HP1502401_J11 HP1502401_H4
#> NA NA NA NA NA
#> HP1502401_L11 HP1502401_K3 HP1502401_C8 HP1504101T2D_B19 HP1504101T2D_I18
#> NA NA NA NA NA
#> HP1502401_F22 HP1502401_I16 HP1502401_B17 HP1504101T2D_P2 HP1502401_N18
#> NA NA NA NA NA
#> HP1504101T2D_N10 HP1504101T2D_I14 HP1504101T2D_F17 HP1502401_B24 HP1502401_C6
#> NA NA NA NA NA
#> HP1504101T2D_G9 HP1502401_N12 HP1502401_M24 HP1504101T2D_E10 HP1504101T2D_P9
#> NA NA NA NA NA
#> HP1504101T2D_G24 HP1504101T2D_F5 HP1504101T2D_D10 HP1502401_N4 HP1504101T2D_C2
#> NA NA NA NA NA
#> HP1504101T2D_P16 HP1504101T2D_N14 HP1502401_E21 HP1502401_H6 HP1504101T2D_I6
#> NA NA NA NA NA
#> HP1502401_E8 HP1502401_H10 HP1502401_J6 HP1502401_M7 HP1504101T2D_M21
#> NA NA NA NA NA
#> HP1504101T2D_F11 HP1504101T2D_D19 HP1502401_O24 HP1502401_O12 HP1504101T2D_E24
#> NA NA NA NA NA
#> HP1504101T2D_K4 HP1502401_I6 HP1504101T2D_N9 HP1502401_I3 HP1502401_C16
#> NA NA NA NA NA
#> HP1504101T2D_M7 HP1502401_B20 HP1502401_K23 HP1502401_F18 HP1504101T2D_O4
#> NA NA NA NA NA
#> HP1504101T2D_C19 HP1504101T2D_E4 HP1504101T2D_M14 HP1502401_A1 HP1502401_G4
#> NA NA NA NA NA
#> HP1504101T2D_I16 HP1504101T2D_D1 HP1504101T2D_O6 HP1504101T2D_D18 HP1504101T2D_F2
#> NA NA NA NA NA
#> HP1504101T2D_G6 HP1502401_D8 HP1504101T2D_E6 HP1504101T2D_B1 HP1504101T2D_I15
#> NA NA NA NA NA
#> HP1504101T2D_P3 HP1502401_C2 HP1504101T2D_I10 HP1502401_B21 HP1502401_O19
#> NA NA NA NA NA
#> HP1502401_C15 HP1504101T2D_E13 HP1502401_G19 HP1502401_D19 HP1502401_D3
#> NA NA NA NA NA
#> HP1502401_B6 HP1502401_O18 HP1504101T2D_E14 HP1504101T2D_I9 HP1504101T2D_C18
#> NA NA NA NA NA
#> HP1502401_G6 HP1504101T2D_B11 HP1504101T2D_C4 HP1504101T2D_C15 HP1504101T2D_K13
#> NA NA NA NA NA
#> HP1502401_F12 HP1504101T2D_B20 HP1504101T2D_C22 HP1502401_C10 HP1502401_L7
#> NA NA NA NA NA
#> HP1502401_F11 HP1502401_B22 HP1502401_M8 HP1502401_I2 HP1502401_G11
#> NA NA NA NA NA
#> HP1502401_E19 HP1504101T2D_P24 HP1502401_A16 HP1502401_J10 HP1502401_L18
#> NA NA NA NA NA
#> HP1504101T2D_D13 HP1502401_I9 HP1502401_D6 HP1504101T2D_F12 HP1504101T2D_C14
#> NA NA NA NA NA
#> HP1504101T2D_J6 HP1504101T2D_H20 HP1504101T2D_E9 HP1504101T2D_N4 HP1502401_A4
#> NA NA NA NA NA
#> HP1504101T2D_G12 HP1502401_K5 HP1502401_G12 HP1504101T2D_N13 HP1502401_D12
#> NA NA NA NA NA
#> HP1502401_C4 HP1502401_K1 HP1504101T2D_P19 HP1502401_M2 HP1502401_J20
#> NA NA NA NA NA
#> HP1502401_N23 HP1504101T2D_L8 HP1504101T2D_D14 HP1504101T2D_L9 HP1504101T2D_L7
#> NA NA NA NA NA
#> HP1502401_O23 HP1502401_D22 HP1502401_B5 HP1504101T2D_H18 HP1502401_D4
#> NA NA NA NA NA
#> HP1504101T2D_F18 HP1502401_E6 HP1502401_J18 HP1504101T2D_A10 HP1502401_J3
#> NA NA NA NA NA
#> HP1504101T2D_P15 HP1502401_I5 HP1502401_E1 HP1502401_M1 HP1504101T2D_M20
#> NA NA NA NA NA
#> HP1504101T2D_L17 HP1502401_B15 HP1502401_J4 HP1504101T2D_K6 HP1504101T2D_A7
#> NA NA NA NA NA
#> HP1502401_A15 HP1504101T2D_H12 HP1504101T2D_H8 HP1502401_C23 HP1504101T2D_B17
#> NA NA NA NA NA
#> HP1502401_K10 HP1502401_D10 HP1504101T2D_N20 HP1504101T2D_M24 HP1504101T2D_B3
#> NA NA NA NA NA
#> HP1502401_D11 HP1502401_G2 HP1502401_A22 HP1504101T2D_N3 HP1502401_G20
#> NA NA NA NA NA
#> HP1504101T2D_G7 HP1504101T2D_C12 HP1504101T2D_G22 HP1504101T2D_I19 HP1504101T2D_P17
#> NA NA NA NA NA
#> HP1504101T2D_C9 HP1502401_D20 HP1504101T2D_P23 HP1502401_G7 HP1502401_H5
#> NA NA NA NA NA
#> HP1504101T2D_B9 HP1502401_D16 HP1504101T2D_G14 HP1502401_A23 HP1504101T2D_G10
#> NA NA NA NA NA
#> HP1504101T2D_M1 HP1504101T2D_J23 HP1502401_O15 HP1502401_N7 HP1504101T2D_A13
#> NA NA NA NA NA
#> HP1502401_M19 HP1504101T2D_C11 HP1502401_F3 HP1502401_G17 HP1504101T2D_K12
#> NA NA NA NA NA
#> HP1502401_J15 HP1504101T2D_D21 HP1504101T2D_G19 HP1502401_K6 HP1502401_E15
#> NA NA NA NA NA
#> HP1504101T2D_M16 HP1502401_O9 HP1502401_K2 HP1504101T2D_B18 HP1504101T2D_M2
#> NA NA NA NA NA
#> HP1502401_A19 HP1502401_O8 HP1504101T2D_L12 HP1504101T2D_M9 HP1504101T2D_J21
#> NA NA NA NA NA
#> HP1502401_K16 HP1502401_E17 HP1502401_M23 HP1504101T2D_O14 HP1502401_N11
#> NA NA NA NA NA
#> HP1502401_K8 HP1504101T2D_P22 HP1502401_J19 HP1502401_G3 HP1504101T2D_H6
#> NA NA NA NA NA
#> HP1502401_I18 HP1504101T2D_P1 HP1502401_J7 HP1504101T2D_F23 HP1502401_L10
#> NA NA NA NA NA
#> HP1504101T2D_M10 HP1502401_M12 HP1502401_I1 HP1502401_N9 HP1502401_F15
#> NA NA NA NA NA
#> HP1504101T2D_A17 HP1504101T2D_L11 HP1504101T2D_E3 HP1502401_L22 HP1502401_O10
#> NA NA NA NA NA
#> HP1502401_G8 HP1504101T2D_O15 HP1504101T2D_C5 HP1502401_M9 HP1504101T2D_O22
#> NA NA NA NA NA
#> HP1504101T2D_E7 HP1504101T2D_M5 HP1504101T2D_K9 HP1502401_O11 HP1502401_A3
#> NA NA NA NA NA
#> HP1504101T2D_O8 HP1502401_F5 HP1502401_K12 HP1504101T2D_K10 HP1504101T2D_B21
#> NA NA NA NA NA
#> HP1504101T2D_C10 HP1502401_F2 HP1504101T2D_L16 HP1502401_D24 HP1504101T2D_N21
#> NA NA NA NA NA
#> HP1502401_G22 HP1502401_I20 HP1502401_B1 HP1502401_B11 HP1502401_C12
#> NA NA NA NA NA
#> HP1504101T2D_J7 HP1504101T2D_G3 HP1504101T2D_P10 HP1502401_B12 HP1504101T2D_H10
#> NA NA NA NA NA
#> HP1504101T2D_B23 HP1504101T2D_A6 HP1504101T2D_I8 HP1504101T2D_J10 HP1504101T2D_J16
#> NA NA NA NA NA
#> HP1504101T2D_C21 HP1502401_O4 HP1502401_F24 HP1504101T2D_M8 HP1504101T2D_J12
#> NA NA NA NA NA
#> HP1502401_C9 HP1504101T2D_A1 HP1504101T2D_I21 HP1504101T2D_K8 HP1504101T2D_O18
#> NA NA NA NA NA
#> HP1504101T2D_D24 HP1502401_B2 HP1504101T2D_H16 HP1504101T2D_L20 HP1502401_L15
#> NA NA NA NA NA
#> HP1504101T2D_P21 HP1502401_L9 HP1502401_D9 HP1504101T2D_H19 HP1502401_A20
#> NA NA NA NA NA
#> HP1502401_J16 HP1504101T2D_C7 HP1502401_J17 HP1502401_M3 HP1504101T2D_A9
#> NA NA NA NA NA
#> HP1504101T2D_A12 HP1504101T2D_H13 HP1502401_E10 HP1504101T2D_A22 HP1504101T2D_O9
#> NA NA NA NA NA
#> HP1504101T2D_F14 HP1504101T2D_J4 HP1504101T2D_J17 HP1504101T2D_N1 HP1504101T2D_K7
#> NA NA NA NA NA
#> HP1504101T2D_C8 HP1504101T2D_H23 HP1502401_N10 HP1502401_G5 HP1502401_H20
#> NA NA NA NA NA
#> HP1504101T2D_A3 HP1504101T2D_I23 HP1502401_O20 HP1504101T2D_D9 HP1504101T2D_B5
#> NA NA NA NA NA
#> HP1504101T2D_G20 HP1504101T2D_L5 HP1504101T2D_M22 HP1502401_H24 HP1502401_G9
#> NA NA NA NA NA
#> HP1502401_A6 HP1504101T2D_O20 HP1504101T2D_E15 HP1502401_O7 HP1502401_C22
#> NA NA NA NA NA
#> HP1504101T2D_B7 HP1502401_E12 HP1502401_L4 HP1502401_C5 HP1504101T2D_L24
#> NA NA NA NA NA
#> HP1504101T2D_B12 HP1504101T2D_N24 HP1502401_L24 HP1504101T2D_N18 HP1504101T2D_H2
#> NA NA NA NA NA
#> HP1502401_A2 HP1502401_D2 HP1504101T2D_N22 HP1502401_O17 HP1504101T2D_O5
#> NA NA NA NA NA
#> HP1504101T2D_E22 HP1504101T2D_E8 HP1502401_M6 HP1504101T2D_L1 HP1504101T2D_C20
#> NA NA NA NA NA
#> HP1504101T2D_H17 HP1504101T2D_L4 HP1502401_F8 HP1504101T2D_P7 HP1502401_B9
#> NA NA NA NA NA
#> HP1504101T2D_J14 HP1502401_M17 HP1504101T2D_O10 HP1504101T2D_D20 HP1502401_H12
#> NA NA NA NA NA
#> HP1504101T2D_K3 HP1504101T2D_D4 HP1504101T2D_E21 HP1504101T2D_K20 HP1504101T2D_I22
#> NA NA NA NA NA
#> HP1502401_F9 HP1504101T2D_M13 HP1504101T2D_H4 HP1502401_F16 HP1502401_M20
#> NA NA NA NA NA
#> HP1504101T2D_K17 HP1504101T2D_L10 HP1504101T2D_I2 HP1504101T2D_K21 HP1504101T2D_J3
#> NA NA NA NA NA
#> HP1502401_E23 HP1502401_A24 HP1504101T2D_F9 HP1502401_M11 HP1504101T2D_I11
#> NA NA NA NA NA
#> HP1502401_I8 HP1504101T2D_H21 HP1504101T2D_A21 HP1502401_F23 HP1504101T2D_O3
#> NA NA NA NA NA
#> HP1504101T2D_N2 HP1504101T2D_J20 HP1504101T2D_C6 HP1504101T2D_L3 HP1504101T2D_P11
#> NA NA NA NA NA
#> HP1502401_E24 HP1504101T2D_J8 HP1504101T2D_G21 HP1502401_A5 HP1504101T2D_F3
#> NA NA NA NA NA
#> HP1504101T2D_J1 HP1502401_N14 HP1502401_M21 HP1504101T2D_C3 HP1504101T2D_F1
#> NA NA NA NA NA
#> HP1504101T2D_P4 HP1502401_I12 HP1504101T2D_P5 HP1502401_K21 HP1504101T2D_N8
#> NA NA NA NA NA
#> HP1502401_I19 HP1502401_C20 HP1504101T2D_G23 HP1502401_H16 HP1502401_J24
#> NA NA NA NA NA
#> HP1502401_C17 HP1504101T2D_E12 HP1504101T2D_A2 HP1504101T2D_K11 HP1504101T2D_D15
#> NA NA NA NA NA
#> HP1504101T2D_E2 HP1504101T2D_D23 HP1504101T2D_N6 HP1504101T2D_N23 HP1502401_L20
#> NA NA NA NA NA
#> HP1504101T2D_A16 HP1502401_E18 HP1504101T2D_O17 HP1502401_N20 HP1502401_E11
#> NA NA NA NA NA
#> HP1502401_C24 HP1504101T2D_H1 HP1502401_K11 HP1502401_M16 HP1502401_E2
#> NA NA NA NA NA
#> HP1504101T2D_D12 HP1504101T2D_H22 HP1504101T2D_M12 HP1502401_B10 HP1502401_F20
#> NA NA NA NA NA
#> HP1504101T2D_D3 HP1504101T2D_B13 HP1504101T2D_F19 HP1504101T2D_F13 HP1502401_B16
#> NA NA NA NA NA
#> HP1502401_C1 HP1502401_C21 HP1504101T2D_F21 HP1504101T2D_J9 HP1502401_I21
#> NA NA NA NA NA
#> HP1504101T2D_K15 HP1504101T2D_H24 HP1502401_I17 HP1502401_C7 HP1504101T2D_F24
#> NA NA NA NA NA
#> HP1504101T2D_P20 HP1504101T2D_B14 HP1502401_H19 HP1502401_F6 HP1502401_L1
#> NA NA NA NA NA
#> HP1502401_F1 HP1502401_J2 HP1502401_C3 HP1504101T2D_E20 HP1504101T2D_H3
#> NA NA NA NA NA
#> HP1502401_I24 HP1504101T2D_P12 HP1504101T2D_C16 HP1502401_N21 HP1502401_A10
#> NA NA NA NA NA
#> HP1502401_M22 HP1502401_A17 HP1504101T2D_O2 HP1504101T2D_A8 HP1502401_J12
#> NA NA NA NA NA
#> HP1504101T2D_A14 HP1504101T2D_I12 HP1504101T2D_H15 HP1504101T2D_J22 HP1502401_F21
#> NA NA NA NA NA
#> HP1502401_H1 HP1504101T2D_O11 HP1504101T2D_M23 HP1502401_K7 HP1504101T2D_J5
#> NA NA NA NA NA
#> HP1502401_I23 HP1504101T2D_G8 HP1504101T2D_K14 HP1502401_O3 HP1502401_F10
#> NA NA NA NA NA
#> HP1502401_H18 HP1502401_E3 HP1504101T2D_J24 HP1502401_J9 HP1504101T2D_D5
#> NA NA NA NA NA
#> HP1504101T2D_D11 HP1504101T2D_F4 HP1504101T2D_O23 HP1502401_N3 HP1504101T2D_L18
#> NA NA NA NA NA
#> HP1504101T2D_F20 HP1502401_N16 HP1504101T2D_K18 HP1504101T2D_P18 HP1502401_E9
#> NA NA NA NA NA
#> HP1504101T2D_M3 HP1504101T2D_G11 HP1504101T2D_L19 HP1504101T2D_G18 HP1504101T2D_N5
#> NA NA NA NA NA
#> HP1502401_N19 HP1502401_B8 HP1502401_E20 HP1504101T2D_O1 HP1504101T2D_A23
#> NA NA NA NA NA
#> HP1504101T2D_D6 HP1502401_K20 HP1502401_D15 HP1504101T2D_N16 HP1502401_B23
#> NA NA NA NA NA
#> HP1504101T2D_O24 HP1502401_H9 HP1504101T2D_A18 HP1504101T2D_F16 HP1502401_I10
#> NA NA NA NA NA
#> AZ_A1 AZ_A2 AZ_A3 AZ_B6 AZ_B9
#> NA NA NA NA NA
#> AZ_B4 AZ_A6 AZ_C11 AZ_B10 AZ_A4
#> NA NA NA NA NA
#> AZ_C10 AZ_A5 AZ_C12 AZ_B8 AZ_B1
#> NA NA NA NA NA
#> AZ_A12 AZ_B7 AZ_C1 AZ_A9 AZ_A8
#> NA NA NA NA NA
#> AZ_A11 AZ_C2 AZ_B11 AZ_B12 AZ_B2
#> NA NA NA NA NA
#> AZ_B3 AZ_A7 AZ_A10 AZ_C3 AZ_B5
#> NA NA NA NA NA
#> AZ_E12 AZ_G12 AZ_F10 AZ_H4 AZ_D3
#> NA NA NA NA NA
#> AZ_E4 AZ_G6 AZ_H5 AZ_G4 AZ_E10
#> NA NA NA NA NA
#> AZ_G10 AZ_D6 AZ_H1 AZ_G3 AZ_H11
#> NA NA NA NA NA
#> AZ_D9 AZ_D5 AZ_H8 AZ_G11 AZ_F3
#> NA NA NA NA NA
#> AZ_G5 AZ_H2 AZ_E11 AZ_E2 AZ_H10
#> NA NA NA NA NA
#> AZ_F6 AZ_G7 AZ_F5 AZ_G9 AZ_D8
#> NA NA NA NA NA
#> AZ_E3 AZ_D10 AZ_E7 AZ_E1 AZ_G2
#> NA NA NA NA NA
#> AZ_H6 AZ_F9 AZ_C8 AZ_C7 AZ_H12
#> NA NA NA NA NA
#> AZ_H7 AZ_D1 AZ_E5 AZ_D12 AZ_F4
#> NA NA NA NA NA
#> AZ_F7 AZ_G8 AZ_H3 AZ_F12 AZ_C4
#> NA NA NA NA NA
#> AZ_C5 AZ_D7 AZ_D4 AZ_F2 AZ_D11
#> NA NA NA NA NA
#> AZ_E8 AZ_F1 AZ_F8 AZ_C9 AZ_G1
#> NA NA NA NA NA
#> AZ_F11 AZ_C6 AZ_E9 AZ_H9 AZ_D2
#> NA NA NA NA NA
#> AZ_E6 HP1508501T2D_E3 HP1508501T2D_C1 HP1508501T2D_O2 HP1508501T2D_E2
#> NA NA NA NA NA
#> HP1508501T2D_M2 HP1508501T2D_C3 HP1508501T2D_M1 HP1508501T2D_A2 HP1508501T2D_K2
#> NA NA NA NA NA
#> HP1508501T2D_A1 HP1508501T2D_E1 HP1508501T2D_A3 HP1508501T2D_I2 HP1508501T2D_O1
#> NA NA NA NA NA
#> HP1508501T2D_G2 HP1508501T2D_I1 HP1508501T2D_C2 HP1508501T2D_K1 HP1508501T2D_G3
#> NA NA NA NA NA
#> HP1508501T2D_G1 HP1508501T2D_D23 HP1508501T2D_C20 HP1508501T2D_M9 HP1508501T2D_L13
#> NA NA NA NA NA
#> HP1508501T2D_K13 HP1508501T2D_O4 HP1508501T2D_N1 HP1508501T2D_P7 HP1508501T2D_N14
#> NA NA NA NA NA
#> HP1508501T2D_B15 HP1508501T2D_D2 HP1508501T2D_D20 HP1508501T2D_I5 HP1508501T2D_H11
#> NA NA NA NA NA
#> HP1508501T2D_E24 HP1508501T2D_B18 HP1508501T2D_G15 HP1508501T2D_M20 HP1508501T2D_C6
#> NA NA NA NA NA
#> HP1508501T2D_B23 HP1508501T2D_K11 HP1508501T2D_A8 HP1508501T2D_J21 HP1508501T2D_A13
#> NA NA NA NA NA
#> HP1508501T2D_O3 HP1508501T2D_F3 HP1508501T2D_M17 HP1508501T2D_I15 HP1508501T2D_E6
#> NA NA NA NA NA
#> HP1508501T2D_E14 HP1508501T2D_G16 HP1508501T2D_M19 HP1508501T2D_D17 HP1508501T2D_L18
#> NA NA NA NA NA
#> HP1508501T2D_A23 HP1508501T2D_M3 HP1508501T2D_L20 HP1508501T2D_L8 HP1508501T2D_F17
#> NA NA NA NA NA
#> HP1508501T2D_L19 HP1508501T2D_A10 HP1508501T2D_H24 HP1508501T2D_D7 HP1508501T2D_P14
#> NA NA NA NA NA
#> HP1508501T2D_O21 HP1508501T2D_I24 HP1508501T2D_L12 HP1508501T2D_H22 HP1508501T2D_I20
#> NA NA NA NA NA
#> HP1508501T2D_F4 HP1508501T2D_F12 HP1508501T2D_P10 HP1508501T2D_N9 HP1508501T2D_H5
#> NA NA NA NA NA
#> HP1508501T2D_A19 HP1508501T2D_B9 HP1508501T2D_H2 HP1508501T2D_J23 HP1508501T2D_A20
#> NA NA NA NA NA
#> HP1508501T2D_P24 HP1508501T2D_G7 HP1508501T2D_B17 HP1508501T2D_A6 HP1508501T2D_D5
#> NA NA NA NA NA
#> HP1508501T2D_H8 HP1508501T2D_K8 HP1508501T2D_I3 HP1508501T2D_I8 HP1508501T2D_L6
#> NA NA NA NA NA
#> HP1508501T2D_B5 HP1508501T2D_C14 HP1508501T2D_J11 HP1508501T2D_F16 HP1508501T2D_L7
#> NA NA NA NA NA
#> HP1508501T2D_O16 HP1508501T2D_L14 HP1508501T2D_N7 HP1508501T2D_M15 HP1508501T2D_O24
#> NA NA NA NA NA
#> HP1508501T2D_K22 HP1508501T2D_H17 HP1508501T2D_G10 HP1508501T2D_M22 HP1508501T2D_M24
#> NA NA NA NA NA
#> HP1508501T2D_N13 HP1508501T2D_F14 HP1508501T2D_D6 HP1508501T2D_G9 HP1508501T2D_E12
#> NA NA NA NA NA
#> HP1508501T2D_J10 HP1508501T2D_C7 HP1508501T2D_P3 HP1508501T2D_H20 HP1508501T2D_H4
#> NA NA NA NA NA
#> HP1508501T2D_E18 HP1508501T2D_G11 HP1508501T2D_I6 HP1508501T2D_P11 HP1508501T2D_L16
#> NA NA NA NA NA
#> HP1508501T2D_N3 HP1508501T2D_P9 HP1508501T2D_F8 HP1508501T2D_O14 HP1508501T2D_D1
#> NA NA NA NA NA
#> HP1508501T2D_A22 HP1508501T2D_L10 HP1508501T2D_F13 HP1508501T2D_N24 HP1508501T2D_O7
#> NA NA NA NA NA
#> HP1508501T2D_P17 HP1508501T2D_C9 HP1508501T2D_K21 HP1508501T2D_O15 HP1508501T2D_F22
#> NA NA NA NA NA
#> HP1508501T2D_H1 HP1508501T2D_H6 HP1508501T2D_E15 HP1508501T2D_J9 HP1508501T2D_N19
#> NA NA NA NA NA
#> HP1508501T2D_B11 HP1508501T2D_B19 HP1508501T2D_E10 HP1508501T2D_I18 HP1508501T2D_M11
#> NA NA NA NA NA
#> HP1508501T2D_B21 HP1508501T2D_N17 HP1508501T2D_G12 HP1508501T2D_C13 HP1508501T2D_L3
#> NA NA NA NA NA
#> HP1508501T2D_E22 HP1508501T2D_A24 HP1508501T2D_K16 HP1508501T2D_P5 HP1508501T2D_N20
#> NA NA NA NA NA
#> HP1508501T2D_M4 HP1508501T2D_N2 HP1508501T2D_K18 HP1508501T2D_B8 HP1508501T2D_N22
#> NA NA NA NA NA
#> HP1508501T2D_I16 HP1508501T2D_C24 HP1508501T2D_H13 HP1508501T2D_M7 HP1508501T2D_A16
#> NA NA NA NA NA
#> HP1508501T2D_L21 HP1508501T2D_G19 HP1508501T2D_F1 HP1508501T2D_P15 HP1508501T2D_E7
#> NA NA NA NA NA
#> HP1508501T2D_I11 HP1508501T2D_K7 HP1508501T2D_O9 HP1508501T2D_H12 HP1508501T2D_K4
#> NA NA NA NA NA
#> HP1508501T2D_I17 HP1508501T2D_P18 HP1508501T2D_O13 HP1508501T2D_H18 HP1508501T2D_M16
#> NA NA NA NA NA
#> HP1508501T2D_O18 HP1508501T2D_L4 HP1508501T2D_P21 HP1508501T2D_H3 HP1508501T2D_C10
#> NA NA NA NA NA
#> HP1508501T2D_F10 HP1508501T2D_L11 HP1508501T2D_B20 HP1508501T2D_B4 HP1508501T2D_J17
#> NA NA NA NA NA
#> HP1508501T2D_C23 HP1508501T2D_K17 HP1508501T2D_G14 HP1508501T2D_D3 HP1508501T2D_L22
#> NA NA NA NA NA
#> HP1508501T2D_K20 HP1508501T2D_L1 HP1508501T2D_D16 HP1508501T2D_G24 HP1508501T2D_B10
#> NA NA NA NA NA
#> HP1508501T2D_J13 HP1508501T2D_P8 HP1508501T2D_N18 HP1508501T2D_G5 HP1508501T2D_M18
#> NA NA NA NA NA
#> HP1508501T2D_B2 HP1508501T2D_P22 HP1508501T2D_A7 HP1508501T2D_C22 HP1508501T2D_I22
#> NA NA NA NA NA
#> HP1508501T2D_O10 HP1508501T2D_P23 HP1508501T2D_G20 HP1508501T2D_K12 HP1508501T2D_J20
#> NA NA NA NA NA
#> HP1508501T2D_K5 HP1508501T2D_K6 HP1508501T2D_P12 HP1508501T2D_J4 HP1508501T2D_M14
#> NA NA NA NA NA
#> HP1508501T2D_B1 HP1508501T2D_F21 HP1508501T2D_C19 HP1508501T2D_E8 HP1508501T2D_G8
#> NA NA NA NA NA
#> HP1508501T2D_F19 HP1508501T2D_I23 HP1508501T2D_M8 HP1508501T2D_A5 HP1508501T2D_E17
#> NA NA NA NA NA
#> HP1508501T2D_B22 HP1508501T2D_F7 HP1508501T2D_E19 HP1508501T2D_J7 HP1508501T2D_H16
#> NA NA NA NA NA
#> HP1508501T2D_J12 HP1508501T2D_H9 HP1508501T2D_O22 HP1508501T2D_F9 HP1508501T2D_G17
#> NA NA NA NA NA
#> HP1508501T2D_F15 HP1508501T2D_C21 HP1508501T2D_C15 HP1508501T2D_N4 HP1508501T2D_I10
#> NA NA NA NA NA
#> HP1508501T2D_I14 HP1508501T2D_N15 HP1508501T2D_L23 HP1508501T2D_J3 HP1508501T2D_B24
#> NA NA NA NA NA
#> HP1508501T2D_E4 HP1508501T2D_G21 HP1508501T2D_H23 HP1508501T2D_L2 HP1508501T2D_D9
#> NA NA NA NA NA
#> HP1508501T2D_D21 HP1508501T2D_L15 HP1508501T2D_G18 HP1508501T2D_N16 HP1508501T2D_O5
#> NA NA NA NA NA
#> HP1508501T2D_E23 HP1508501T2D_D14 HP1508501T2D_B6 HP1508501T2D_O8 HP1508501T2D_D24
#> NA NA NA NA NA
#> HP1508501T2D_C12 HP1508501T2D_K15 HP1508501T2D_J22 HP1508501T2D_F18 HP1508501T2D_N23
#> NA NA NA NA NA
#> HP1508501T2D_A17 HP1508501T2D_L24 HP1508501T2D_C11 HP1508501T2D_A9 HP1508501T2D_I9
#> NA NA NA NA NA
#> HP1508501T2D_P2 HP1508501T2D_C8 HP1508501T2D_D13 HP1508501T2D_O20 HP1508501T2D_D12
#> NA NA NA NA NA
#> HP1508501T2D_F5 HP1508501T2D_A4 HP1508501T2D_L17 HP1508501T2D_D15 HP1508501T2D_C5
#> NA NA NA NA NA
#> HP1508501T2D_B7 HP1508501T2D_B14 HP1508501T2D_F11 HP1508501T2D_C16 HP1508501T2D_F24
#> NA NA NA NA NA
#> HP1508501T2D_C18 HP1508501T2D_O17 HP1508501T2D_O12 HP1508501T2D_J14 HP1508501T2D_G6
#> NA NA NA NA NA
#> HP1508501T2D_L5 HP1508501T2D_M23 HP1508501T2D_K10 HP1508501T2D_J5 HP1508501T2D_N10
#> NA NA NA NA NA
#> HP1508501T2D_K23 HP1508501T2D_P1 HP1508501T2D_F6 HP1508501T2D_N11 HP1508501T2D_F23
#> NA NA NA NA NA
#> HP1508501T2D_K24 HP1508501T2D_D11 HP1508501T2D_M12 HP1508501T2D_I4 HP1508501T2D_K19
#> NA NA NA NA NA
#> HP1508501T2D_N6 HP1508501T2D_I19 HP1508501T2D_J6 HP1508501T2D_B12 HP1508501T2D_B13
#> NA NA NA NA NA
#> HP1508501T2D_K14 HP1508501T2D_N5 HP1508501T2D_D4 HP1508501T2D_A21 HP1508501T2D_J16
#> NA NA NA NA NA
#> HP1508501T2D_H10 HP1508501T2D_M13 HP1508501T2D_M5 HP1508501T2D_H21 HP1508501T2D_D18
#> NA NA NA NA NA
#> HP1508501T2D_G13 HP1508501T2D_N21 HP1508501T2D_F2 HP1508501T2D_E20 HP1508501T2D_J2
#> NA NA NA NA NA
#> HP1508501T2D_J8 HP1508501T2D_O19 HP1508501T2D_P6 HP1508501T2D_P19 HP1508501T2D_C4
#> NA NA NA NA NA
#> HP1508501T2D_O6 HP1508501T2D_E5 HP1508501T2D_H15 HP1508501T2D_G23 HP1508501T2D_A14
#> NA NA NA NA NA
#> HP1508501T2D_I7 HP1508501T2D_A12 HP1508501T2D_O11 HP1508501T2D_B3 HP1508501T2D_A15
#> NA NA NA NA NA
#> HP1508501T2D_I12 HP1508501T2D_J1 HP1508501T2D_M10 HP1508501T2D_A11 HP1508501T2D_H14
#> NA NA NA NA NA
#> HP1508501T2D_D19 HP1508501T2D_K9 HP1508501T2D_E21 HP1508501T2D_J24 HP1508501T2D_N12
#> NA NA NA NA NA
#> HP1508501T2D_H7 HP1508501T2D_J18 HP1508501T2D_E11 HP1508501T2D_F20 HP1508501T2D_G4
#> NA NA NA NA NA
#> HP1508501T2D_J19 HP1508501T2D_I13 HP1508501T2D_D8 HP1508501T2D_L9 HP1508501T2D_O23
#> NA NA NA NA NA
#> HP1508501T2D_M6 HP1508501T2D_A18 HP1508501T2D_E9 HP1508501T2D_C17 HP1508501T2D_D22
#> NA NA NA NA NA
#> HP1508501T2D_E16 HP1508501T2D_D10 HP1508501T2D_B16 HP1508501T2D_G22 HP1508501T2D_E13
#> NA NA NA NA NA
#> HP1508501T2D_I21 HP1508501T2D_H19 HP1508501T2D_P20 HP1508501T2D_M21 HP1508501T2D_P16
#> NA NA NA NA NA
#> HP1508501T2D_K3 HP1508501T2D_N8 HP1508501T2D_J15 HP1506401_E1 HP1506401_A3
#> NA NA NA NA NA
#> HP1506401_A2 HP1506401_I2 HP1506401_O1 HP1506401_E2 HP1506401_C2
#> NA NA NA NA NA
#> HP1506401_M2 HP1506401_G3 HP1506401_A1 HP1506401_C1 HP1506401_K1
#> NA NA NA NA NA
#> HP1506401_I1 HP1506401_G2 HP1506401_C3 HP1506401_K2 HP1506401_M1
#> NA NA NA NA NA
#> HP1506401_E3 HP1506401_G1 HP1506401_O2 HP1506401_M9 HP1506401_E10
#> NA NA NA NA NA
#> HP1506401_D14 HP1506401_A9 HP1506401_K10 HP1506401_N6 HP1506401_B22
#> NA NA NA NA NA
#> HP1506401_N10 HP1506401_D15 HP1506401_N7 HP1506401_D21 HP1506401_J9
#> NA NA NA NA NA
#> HP1506401_F7 HP1506401_E7 HP1506401_K12 HP1506401_N1 HP1506401_C18
#> NA NA NA NA NA
#> HP1506401_G14 HP1506401_O16 HP1506401_D3 HP1506401_E23 HP1506401_G21
#> NA NA NA NA NA
#> HP1506401_B17 HP1506401_N9 HP1506401_J5 HP1506401_C9 HP1506401_J19
#> NA NA NA NA NA
#> HP1506401_C14 HP1506401_L12 HP1506401_C21 HP1506401_B7 HP1506401_L19
#> NA NA NA NA NA
#> HP1506401_M16 HP1506401_H15 HP1506401_A18 HP1506401_C19 HP1506401_P8
#> NA NA NA NA NA
#> HP1506401_C12 HP1506401_H16 HP1506401_A19 HP1506401_C24 HP1506401_E6
#> NA NA NA NA NA
#> HP1506401_F6 HP1506401_N21 HP1506401_O19 HP1506401_I14 HP1506401_M15
#> NA NA NA NA NA
#> HP1506401_N18 HP1506401_J2 HP1506401_N12 HP1506401_M13 HP1506401_K13
#> NA NA NA NA NA
#> HP1506401_F13 HP1506401_I5 HP1506401_B1 HP1506401_A13 HP1506401_H4
#> NA NA NA NA NA
#> HP1506401_I15 HP1506401_O4 HP1506401_K5 HP1506401_M3 HP1506401_L7
#> NA NA NA NA NA
#> HP1506401_O5 HP1506401_J13 HP1506401_J18 HP1506401_A8 HP1506401_D24
#> NA NA NA NA NA
#> HP1506401_L21 HP1506401_J24 HP1506401_E22 HP1506401_G8 HP1506401_F12
#> NA NA NA NA NA
#> HP1506401_J6 HP1506401_H12 HP1506401_O13 HP1506401_N8 HP1506401_N5
#> NA NA NA NA NA
#> HP1506401_I24 HP1506401_E20 HP1506401_F24 HP1506401_F8 HP1506401_N2
#> NA NA NA NA NA
#> HP1506401_F16 HP1506401_F21 HP1506401_M18 HP1506401_I13 HP1506401_J8
#> NA NA NA NA NA
#> HP1506401_G7 HP1506401_K17 HP1506401_O24 HP1506401_C10 HP1506401_L18
#> NA NA NA NA NA
#> HP1506401_M22 HP1506401_H18 HP1506401_F2 HP1506401_A5 HP1506401_N20
#> NA NA NA NA NA
#> HP1506401_M20 HP1506401_M4 HP1506401_J3 HP1506401_O9 HP1506401_K18
#> NA NA NA NA NA
#> HP1506401_N16 HP1506401_M5 HP1506401_L22 HP1506401_M23 HP1506401_A10
#> NA NA NA NA NA
#> HP1506401_D8 HP1506401_H7 HP1506401_M21 HP1506401_E15 HP1506401_P11
#> NA NA NA NA NA
#> HP1506401_L10 HP1506401_I7 HP1506401_N24 HP1506401_P5 HP1506401_B12
#> NA NA NA NA NA
#> HP1506401_D6 HP1506401_O20 HP1506401_E12 HP1506401_B4 HP1506401_P24
#> NA NA NA NA NA
#> HP1506401_D10 HP1506401_L20 HP1506401_P20 HP1506401_C17 HP1506401_F1
#> NA NA NA NA NA
#> HP1506401_M19 HP1506401_D5 HP1506401_J7 HP1506401_J23 HP1506401_D2
#> NA NA NA NA NA
#> HP1506401_D16 HP1506401_D23 HP1506401_G18 HP1506401_J17 HP1506401_B2
#> NA NA NA NA NA
#> HP1506401_B5 HP1506401_K6 HP1506401_E17 HP1506401_N4 HP1506401_G19
#> NA NA NA NA NA
#> HP1506401_O17 HP1506401_O21 HP1506401_A22 HP1506401_H14 HP1506401_L9
#> NA NA NA NA NA
#> HP1506401_B21 HP1506401_K23 HP1506401_F15 HP1506401_H20 HP1506401_L4
#> NA NA NA NA NA
#> HP1506401_E18 HP1506401_K24 HP1506401_L13 HP1506401_G4 HP1506401_I17
#> NA NA NA NA NA
#> HP1506401_H6 HP1506401_O23 HP1506401_H11 HP1506401_H8 HP1506401_F10
#> NA NA NA NA NA
#> HP1506401_O15 HP1506401_I4 HP1506401_I23 HP1506401_F18 HP1506401_D17
#> NA NA NA NA NA
#> HP1506401_O10 HP1506401_J10 HP1506401_P22 HP1506401_J4 HP1506401_D12
#> NA NA NA NA NA
#> HP1506401_O8 HP1506401_C15 HP1506401_B14 HP1506401_D11 HP1506401_E5
#> NA NA NA NA NA
#> HP1506401_P17 HP1506401_C4 HP1506401_I20 HP1506401_B16 HP1506401_I21
#> NA NA NA NA NA
#> HP1506401_I6 HP1506401_F14 HP1506401_P19 HP1506401_O14 HP1506401_H21
#> NA NA NA NA NA
#> HP1506401_K22 HP1506401_F19 HP1506401_N19 HP1506401_I9 HP1506401_G9
#> NA NA NA NA NA
#> HP1506401_K15 HP1506401_O6 HP1506401_A20 HP1506401_A21 HP1506401_L14
#> NA NA NA NA NA
#> HP1506401_C20 HP1506401_P18 HP1506401_H17 HP1506401_L1 HP1506401_C13
#> NA NA NA NA NA
#> HP1506401_A15 HP1506401_P7 HP1506401_O7 HP1506401_G20 HP1506401_C11
#> NA NA NA NA NA
#> HP1506401_A4 HP1506401_D9 HP1506401_P1 HP1506401_O3 HP1506401_L17
#> NA NA NA NA NA
#> HP1506401_A16 HP1506401_H13 HP1506401_K14 HP1506401_K8 HP1506401_L15
#> NA NA NA NA NA
#> HP1506401_O11 HP1506401_J20 HP1506401_A23 HP1506401_I11 HP1506401_M17
#> NA NA NA NA NA
#> HP1506401_C5 HP1506401_L5 HP1506401_G17 HP1506401_P15 HP1506401_P12
#> NA NA NA NA NA
#> HP1506401_J14 HP1506401_N15 HP1506401_E16 HP1506401_P21 HP1506401_F11
#> NA NA NA NA NA
#> HP1506401_O18 HP1506401_H2 HP1506401_K19 HP1506401_D4 HP1506401_B10
#> NA NA NA NA NA
#> HP1506401_G15 HP1506401_F22 HP1506401_F5 HP1506401_H5 HP1506401_P6
#> NA NA NA NA NA
#> HP1506401_C16 HP1506401_K4 HP1506401_L6 HP1506401_L3 HP1506401_H10
#> NA NA NA NA NA
#> HP1506401_N11 HP1506401_F23 HP1506401_B9 HP1506401_K20 HP1506401_P3
#> NA NA NA NA NA
#> HP1506401_I8 HP1506401_C6 HP1506401_L24 HP1506401_A24 HP1506401_A7
#> NA NA NA NA NA
#> HP1506401_G5 HP1506401_K21 HP1506401_G11 HP1506401_P9 HP1506401_B15
#> NA NA NA NA NA
#> HP1506401_K16 HP1506401_M8 HP1506401_H24 HP1506401_A6 HP1506401_N13
#> NA NA NA NA NA
#> HP1506401_H23 HP1506401_I18 HP1506401_I16 HP1506401_O22 HP1506401_I3
#> NA NA NA NA NA
#> HP1506401_C22 HP1506401_N3 HP1506401_G10 HP1506401_B24 HP1506401_F3
#> NA NA NA NA NA
#> HP1506401_A11 HP1506401_K9 HP1506401_D13 HP1506401_B19 HP1506401_E24
#> NA NA NA NA NA
#> HP1506401_C8 HP1506401_J1 HP1506401_E8 HP1506401_G23 HP1506401_N17
#> NA NA NA NA NA
#> HP1506401_F9 HP1506401_D19 HP1506401_L23 HP1506401_M6 HP1506401_E9
#> NA NA NA NA NA
#> HP1506401_E4 HP1506401_F17 HP1506401_J15 HP1506401_I10 HP1506401_D18
#> NA NA NA NA NA
#> HP1506401_G16 HP1506401_I22 HP1506401_I19 HP1506401_M12 HP1506401_L16
#> NA NA NA NA NA
#> HP1506401_B13 HP1506401_P23 HP1506401_P14 HP1506401_P2 HP1506401_K7
#> NA NA NA NA NA
#> HP1506401_N14 HP1506401_M11 HP1506401_L8 HP1506401_E11 HP1506401_L2
#> NA NA NA NA NA
#> HP1506401_B6 HP1506401_N22 HP1506401_M14 HP1506401_J16 HP1506401_B3
#> NA NA NA NA NA
#> HP1506401_M7 HP1506401_C7 HP1506401_A12 HP1506401_E21 HP1506401_K11
#> NA NA NA NA NA
#> HP1506401_J22 HP1506401_C23 HP1506401_G6 HP1506401_G13 HP1506401_M24
#> NA NA NA NA NA
#> HP1506401_G22 HP1506401_E19 HP1506401_H1 HP1506401_G24 HP1506401_H9
#> NA NA NA NA NA
#> HP1506401_P16 HP1506401_N23 HP1506401_H22 HP1506401_H3 HP1506401_D22
#> NA NA NA NA NA
#> HP1506401_A17 HP1506401_L11 HP1506401_M10 HP1506401_F20 HP1506401_E14
#> NA NA NA NA NA
#> HP1506401_J12 HP1506401_E13 HP1506401_J21 HP1506401_P4 HP1506401_O12
#> NA NA NA NA NA
#> HP1506401_B8 HP1506401_B18 HP1506401_A14 HP1506401_J11 HP1506401_B23
#> NA NA NA NA NA
#> HP1506401_F4 HP1506401_I12 HP1506401_G12 HP1506401_D1 HP1506401_B20
#> NA NA NA NA NA
#> HP1506401_P10 HP1506401_B11 HP1506401_H19 HP1506401_K3 HP1506401_D20
#> NA NA NA NA NA
#> HP1506401_D7 HP1507101_I1 HP1507101_C3 HP1507101_A2 HP1507101_C1
#> NA NA NA NA NA
#> HP1507101_K1 HP1507101_M1 HP1507101_A1 HP1507101_K2 HP1507101_O2
#> NA NA NA NA NA
#> HP1507101_E2 HP1507101_E3 HP1507101_E1 HP1507101_G3 HP1507101_G2
#> NA NA NA NA NA
#> HP1507101_A3 HP1507101_C2 HP1507101_O1 HP1507101_G1 HP1507101_I2
#> NA NA NA NA NA
#> HP1507101_M2 HP1507101_C9 HP1507101_H19 HP1507101_G16 HP1507101_N9
#> NA NA NA NA NA
#> HP1507101_G5 HP1507101_E11 HP1507101_F7 HP1507101_B3 HP1507101_M12
#> NA NA NA NA NA
#> HP1507101_D14 HP1507101_D20 HP1507101_M19 HP1507101_O22 HP1507101_O23
#> NA NA NA NA NA
#> HP1507101_J15 HP1507101_L22 HP1507101_L15 HP1507101_P7 HP1507101_D6
#> NA NA NA NA NA
#> HP1507101_O16 HP1507101_N3 HP1507101_L11 HP1507101_N7 HP1507101_I9
#> NA NA NA NA NA
#> HP1507101_N12 HP1507101_P14 HP1507101_P2 HP1507101_O17 HP1507101_K16
#> NA NA NA NA NA
#> HP1507101_J9 HP1507101_M17 HP1507101_A16 HP1507101_L24 HP1507101_M16
#> NA NA NA NA NA
#> HP1507101_L13 HP1507101_G7 HP1507101_M10 HP1507101_K12 HP1507101_O20
#> NA NA NA NA NA
#> HP1507101_E13 HP1507101_N21 HP1507101_I10 HP1507101_H20 HP1507101_A14
#> NA NA NA NA NA
#> HP1507101_I17 HP1507101_K6 HP1507101_F6 HP1507101_J8 HP1507101_J12
#> NA NA NA NA NA
#> HP1507101_F19 HP1507101_F24 HP1507101_A17 HP1507101_G6 HP1507101_L7
#> NA NA NA NA NA
#> HP1507101_F14 HP1507101_H7 HP1507101_M24 HP1507101_O4 HP1507101_H1
#> NA NA NA NA NA
#> HP1507101_I15 HP1507101_O5 HP1507101_F22 HP1507101_A22 HP1507101_B17
#> NA NA NA NA NA
#> HP1507101_L5 HP1507101_A20 HP1507101_F16 HP1507101_P10 HP1507101_O6
#> NA NA NA NA NA
#> HP1507101_G4 HP1507101_B23 HP1507101_H11 HP1507101_C16 HP1507101_G12
#> NA NA NA NA NA
#> HP1507101_B22 HP1507101_K19 HP1507101_G17 HP1507101_N5 HP1507101_F17
#> NA NA NA NA NA
#> HP1507101_P9 HP1507101_G14 HP1507101_K23 HP1507101_N22 HP1507101_H24
#> NA NA NA NA NA
#> HP1507101_I8 HP1507101_L2 HP1507101_H15 HP1507101_F11 HP1507101_N11
#> NA NA NA NA NA
#> HP1507101_D2 HP1507101_H4 HP1507101_P12 HP1507101_F20 HP1507101_N24
#> NA NA NA NA NA
#> HP1507101_A21 HP1507101_N15 HP1507101_A11 HP1507101_E24 HP1507101_I16
#> NA NA NA NA NA
#> HP1507101_C24 HP1507101_P19 HP1507101_B18 HP1507101_H14 HP1507101_D22
#> NA NA NA NA NA
#> HP1507101_H9 HP1507101_C7 HP1507101_O10 HP1507101_K10 HP1507101_J24
#> NA NA NA NA NA
#> HP1507101_E4 HP1507101_N14 HP1507101_G18 HP1507101_E22 HP1507101_J14
#> NA NA NA NA NA
#> HP1507101_G10 HP1507101_H13 HP1507101_E20 HP1507101_I13 HP1507101_J11
#> NA NA NA NA NA
#> HP1507101_L8 HP1507101_P11 HP1507101_O15 HP1507101_P4 HP1507101_A24
#> NA NA NA NA NA
#> HP1507101_E6 HP1507101_G22 HP1507101_K18 HP1507101_C4 HP1507101_J18
#> NA NA NA NA NA
#> HP1507101_J16 HP1507101_H16 HP1507101_H8 HP1507101_D19 HP1507101_I23
#> NA NA NA NA NA
#> HP1507101_C18 HP1507101_K8 HP1507101_D3 HP1507101_A12 HP1507101_C10
#> NA NA NA NA NA
#> HP1507101_N19 HP1507101_M13 HP1507101_C21 HP1507101_G19 HP1507101_I11
#> NA NA NA NA NA
#> HP1507101_L18 HP1507101_D13 HP1507101_B15 HP1507101_K5 HP1507101_L3
#> NA NA NA NA NA
#> HP1507101_E8 HP1507101_J13 HP1507101_O21 HP1507101_A4 HP1507101_I14
#> NA NA NA NA NA
#> HP1507101_J23 HP1507101_B8 HP1507101_N17 HP1507101_O18 HP1507101_I7
#> NA NA NA NA NA
#> HP1507101_I12 HP1507101_K4 HP1507101_K9 HP1507101_E17 HP1507101_J7
#> NA NA NA NA NA
#> HP1507101_F3 HP1507101_L23 HP1507101_N18 HP1507101_D7 HP1507101_P18
#> NA NA NA NA NA
#> HP1507101_P17 HP1507101_P5 HP1507101_M4 HP1507101_B7 HP1507101_E10
#> NA NA NA NA NA
#> HP1507101_H23 HP1507101_K3 HP1507101_C20 HP1507101_L10 HP1507101_M14
#> NA NA NA NA NA
#> HP1507101_J19 HP1507101_I4 HP1507101_G24 HP1507101_C23 HP1507101_G23
#> NA NA NA NA NA
#> HP1507101_K7 HP1507101_I21 HP1507101_F15 HP1507101_D1 HP1507101_J1
#> NA NA NA NA NA
#> HP1507101_F10 HP1507101_H10 HP1507101_B21 HP1507101_O24 HP1507101_D8
#> NA NA NA NA NA
#> HP1507101_D4 HP1507101_I22 HP1507101_B1 HP1507101_N16 HP1507101_A6
#> NA NA NA NA NA
#> HP1507101_F2 HP1507101_J6 HP1507101_F8 HP1507101_P21 HP1507101_B14
#> NA NA NA NA NA
#> HP1507101_N4 HP1507101_N6 HP1507101_M3 HP1507101_C13 HP1507101_M6
#> NA NA NA NA NA
#> HP1507101_L19 HP1507101_B9 HP1507101_A5 HP1507101_G21 HP1507101_M15
#> NA NA NA NA NA
#> HP1507101_F18 HP1507101_M23 HP1507101_K22 HP1507101_K17 HP1507101_D21
#> NA NA NA NA NA
#> HP1507101_D16 HP1507101_M18 HP1507101_H6 HP1507101_D9 HP1507101_O12
#> NA NA NA NA NA
#> HP1507101_G20 HP1507101_K11 HP1507101_G13 HP1507101_N20 HP1507101_K14
#> NA NA NA NA NA
#> HP1507101_K21 HP1507101_A10 HP1507101_G8 HP1507101_P6 HP1507101_D18
#> NA NA NA NA NA
#> HP1507101_O3 HP1507101_N1 HP1507101_P23 HP1507101_H21 HP1507101_E21
#> NA NA NA NA NA
#> HP1507101_L16 HP1507101_P24 HP1507101_K15 HP1507101_C11 HP1507101_N13
#> NA NA NA NA NA
#> HP1507101_E19 HP1507101_D24 HP1507101_C5 HP1507101_E14 HP1507101_A13
#> NA NA NA NA NA
#> HP1507101_J2 HP1507101_B13 HP1507101_A23 HP1507101_H12 HP1507101_C17
#> NA NA NA NA NA
#> HP1507101_I19 HP1507101_H22 HP1507101_B4 HP1507101_H18 HP1507101_F13
#> NA NA NA NA NA
#> HP1507101_J20 HP1507101_A9 HP1507101_H2 HP1507101_O9 HP1507101_N8
#> NA NA NA NA NA
#> HP1507101_B19 HP1507101_D12 HP1507101_M8 HP1507101_L4 HP1507101_D5
#> NA NA NA NA NA
#> HP1507101_C19 HP1507101_P22 HP1507101_I3 HP1507101_A18 HP1507101_B24
#> NA NA NA NA NA
#> HP1507101_J21 HP1507101_I18 HP1507101_G11 HP1507101_B6 HP1507101_D15
#> NA NA NA NA NA
#> HP1507101_M22 HP1507101_B12 HP1507101_H17 HP1507101_C12 HP1507101_D10
#> NA NA NA NA NA
#> HP1507101_A15 HP1507101_E15 HP1507101_L17 HP1507101_C22 HP1507101_B10
#> NA NA NA NA NA
#> HP1507101_N2 HP1507101_F5 HP1507101_M5 HP1507101_E12 HP1507101_H3
#> NA NA NA NA NA
#> HP1507101_O7 HP1507101_P16 HP1507101_P1 HP1507101_O14 HP1507101_L14
#> NA NA NA NA NA
#> HP1507101_J10 HP1507101_D23 HP1507101_L6 HP1507101_C6 HP1507101_M9
#> NA NA NA NA NA
#> HP1507101_I6 HP1507101_M21 HP1507101_E5 HP1507101_N23 HP1507101_K13
#> NA NA NA NA NA
#> HP1507101_J17 HP1507101_F1 HP1507101_M11 HP1507101_E9 HP1507101_C14
#> NA NA NA NA NA
#> HP1507101_D11 HP1507101_J3 HP1507101_C15 HP1507101_P15 HP1507101_A7
#> NA NA NA NA NA
#> HP1507101_A8 HP1507101_M20 HP1507101_D17 HP1507101_B16 HP1507101_J5
#> NA NA NA NA NA
#> HP1507101_I24 HP1507101_L9 HP1507101_O13 HP1507101_E7 HP1507101_F23
#> NA NA NA NA NA
#> HP1507101_L12 HP1507101_I20 HP1507101_B2 HP1507101_I5 HP1507101_B11
#> NA NA NA NA NA
#> HP1507101_O19 HP1507101_H5 HP1507101_B5 HP1507101_G9 HP1507101_P20
#> NA NA NA NA NA
#> HP1507101_M7 HP1507101_J4 HP1507101_K24 HP1507101_F4 HP1507101_L20
#> NA NA NA NA NA
#> HP1507101_N10 HP1507101_P3 HP1507101_A19 HP1507101_E16 HP1507101_B20
#> NA NA NA NA NA
#> HP1507101_F21 HP1507101_E18 HP1507101_G15 HP1507101_O11 HP1507101_C8
#> NA NA NA NA NA
#> HP1507101_L21 HP1507101_F12 HP1507101_F9 HP1507101_J22 HP1507101_K20
#> NA NA NA NA NA
#> HP1507101_L1 HP1507101_E23 HP1507101_O8 HP1507101_P8 HP1509101_E2
#> NA NA NA NA NA
#> HP1509101_A1 HP1509101_I1 HP1509101_G1 HP1509101_M2 HP1509101_C2
#> NA NA NA NA NA
#> HP1509101_M1 HP1509101_O2 HP1509101_A2 HP1509101_E1 HP1509101_I2
#> NA NA NA NA NA
#> HP1509101_K1 HP1509101_G3 HP1509101_G2 HP1509101_E3 HP1509101_K2
#> NA NA NA NA NA
#> HP1509101_A3 HP1509101_O1 HP1509101_C1 HP1509101_C3 HP1509101_F9
#> NA NA NA NA NA
#> HP1509101_D2 HP1509101_P21 HP1509101_J13 HP1509101_I19 HP1509101_D5
#> NA NA NA NA NA
#> HP1509101_E17 HP1509101_A18 HP1509101_J22 HP1509101_I17 HP1509101_K19
#> NA NA NA NA NA
#> HP1509101_J16 HP1509101_L15 HP1509101_G19 HP1509101_D18 HP1509101_P4
#> NA NA NA NA NA
#> HP1509101_C13 HP1509101_B8 HP1509101_E20 HP1509101_M14 HP1509101_D10
#> NA NA NA NA NA
#> HP1509101_E21 HP1509101_L20 HP1509101_A21 HP1509101_J10 HP1509101_B14
#> NA NA NA NA NA
#> HP1509101_J12 HP1509101_F3 HP1509101_K15 HP1509101_E11 HP1509101_F8
#> NA NA NA NA NA
#> HP1509101_N13 HP1509101_A24 HP1509101_A7 HP1509101_H1 HP1509101_L17
#> NA NA NA NA NA
#> HP1509101_A13 HP1509101_B1 HP1509101_L6 HP1509101_B9 HP1509101_H3
#> NA NA NA NA NA
#> HP1509101_B16 HP1509101_O15 HP1509101_P17 HP1509101_G23 HP1509101_P9
#> NA NA NA NA NA
#> HP1509101_H19 HP1509101_L13 HP1509101_F12 HP1509101_E23 HP1509101_N4
#> NA NA NA NA NA
#> HP1509101_I14 HP1509101_B12 HP1509101_P11 HP1509101_E4 HP1509101_H21
#> NA NA NA NA NA
#> HP1509101_M18 HP1509101_K6 HP1509101_L8 HP1509101_M15 HP1509101_M9
#> NA NA NA NA NA
#> HP1509101_J11 HP1509101_A9 HP1509101_H10 HP1509101_P16 HP1509101_M7
#> NA NA NA NA NA
#> HP1509101_G14 HP1509101_C18 HP1509101_I5 HP1509101_G7 HP1509101_K22
#> NA NA NA NA NA
#> HP1509101_H18 HP1509101_H17 HP1509101_F13 HP1509101_F16 HP1509101_B2
#> NA NA NA NA NA
#> HP1509101_B22 HP1509101_H8 HP1509101_G24 HP1509101_G5 HP1509101_D15
#> NA NA NA NA NA
#> HP1509101_O21 HP1509101_F10 HP1509101_H7 HP1509101_O9 HP1509101_D17
#> NA NA NA NA NA
#> HP1509101_K9 HP1509101_N12 HP1509101_O7 HP1509101_N7 HP1509101_D8
#> NA NA NA NA NA
#> HP1509101_K12 HP1509101_F18 HP1509101_A4 HP1509101_E6 HP1509101_D7
#> NA NA NA NA NA
#> HP1509101_H22 HP1509101_J2 HP1509101_F24 HP1509101_N2 HP1509101_C10
#> NA NA NA NA NA
#> HP1509101_M3 HP1509101_P14 HP1509101_F1 HP1509101_E14 HP1509101_C11
#> NA NA NA NA NA
#> HP1509101_F2 HP1509101_L11 HP1509101_B24 HP1509101_C20 HP1509101_E15
#> NA NA NA NA NA
#> HP1509101_G6 HP1509101_N15 HP1509101_G22 HP1509101_A22 HP1509101_H24
#> NA NA NA NA NA
#> HP1509101_F14 HP1509101_D22 HP1509101_I11 HP1509101_M23 HP1509101_F20
#> NA NA NA NA NA
#> HP1509101_E5 HP1509101_A12 HP1509101_H23 HP1509101_M16 HP1509101_I10
#> NA NA NA NA NA
#> HP1509101_C12 HP1509101_B4 HP1509101_P6 HP1509101_P23 HP1509101_G18
#> NA NA NA NA NA
#> HP1509101_O3 HP1509101_M12 HP1509101_L3 HP1509101_D13 HP1509101_J9
#> NA NA NA NA NA
#> HP1509101_I22 HP1509101_F17 HP1509101_B19 HP1509101_C9 HP1509101_A19
#> NA NA NA NA NA
#> HP1509101_J17 HP1509101_D23 HP1509101_N16 HP1509101_G4 HP1509101_O22
#> NA NA NA NA NA
#> HP1509101_P20 HP1509101_P22 HP1509101_N14 HP1509101_I15 HP1509101_D12
#> NA NA NA NA NA
#> HP1509101_H6 HP1509101_L12 HP1509101_L19 HP1509101_F21 HP1509101_C23
#> NA NA NA NA NA
#> HP1509101_L22 HP1509101_P2 HP1509101_N3 HP1509101_D16 HP1509101_M4
#> NA NA NA NA NA
#> HP1509101_P19 HP1509101_L9 HP1509101_E16 HP1509101_P18 HP1509101_I20
#> NA NA NA NA NA
#> HP1509101_K13 HP1509101_G15 HP1509101_N9 HP1509101_L10 HP1509101_B20
#> NA NA NA NA NA
#> HP1509101_N18 HP1509101_E12 HP1509101_N17 HP1509101_B21 HP1509101_E7
#> NA NA NA NA NA
#> HP1509101_F15 HP1509101_J14 HP1509101_G9 HP1509101_C22 HP1509101_D24
#> NA NA NA NA NA
#> HP1509101_M19 HP1509101_A16 HP1509101_E19 HP1509101_O23 HP1509101_A11
#> NA NA NA NA NA
#> HP1509101_J8 HP1509101_M13 HP1509101_C5 HP1509101_N8 HP1509101_B17
#> NA NA NA NA NA
#> HP1509101_E24 HP1509101_B11 HP1509101_D19 HP1509101_O8 HP1509101_K21
#> NA NA NA NA NA
#> HP1509101_P3 HP1509101_F11 HP1509101_I3 HP1509101_G20 HP1509101_J3
#> NA NA NA NA NA
#> HP1509101_M11 HP1509101_B6 HP1509101_J18 HP1509101_J4 HP1509101_H11
#> NA NA NA NA NA
#> HP1509101_G10 HP1509101_I21 HP1509101_L4 HP1509101_C4 HP1509101_N1
#> NA NA NA NA NA
#> HP1509101_H16 HP1509101_H14 HP1509101_M5 HP1509101_L2 HP1509101_P12
#> NA NA NA NA NA
#> HP1509101_M21 HP1509101_B7 HP1509101_O13 HP1509101_E8 HP1509101_J15
#> NA NA NA NA NA
#> HP1509101_I9 HP1509101_D9 HP1509101_K11 HP1509101_J23 HP1509101_P1
#> NA NA NA NA NA
#> HP1509101_I12 HP1509101_H9 HP1509101_O14 HP1509101_O20 HP1509101_P10
#> NA NA NA NA NA
#> HP1509101_N11 HP1509101_L16 HP1509101_N21 HP1509101_K5 HP1509101_M6
#> NA NA NA NA NA
#> HP1509101_I4 HP1509101_D3 HP1509101_I8 HP1509101_O10 HP1509101_F4
#> NA NA NA NA NA
#> HP1509101_J7 HP1509101_L5 HP1509101_K7 HP1509101_K16 HP1509101_N24
#> NA NA NA NA NA
#> HP1509101_K10 HP1509101_N5 HP1509101_K24 HP1509101_O5 HP1509101_J20
#> NA NA NA NA NA
#> HP1509101_A15 HP1509101_B13 HP1509101_A14 HP1509101_P7 HP1509101_O6
#> NA NA NA NA NA
#> HP1509101_G8 HP1509101_O18 HP1509101_M17 HP1509101_E13 HP1509101_F19
#> NA NA NA NA NA
#> HP1509101_A10 HP1509101_J5 HP1509101_N23 HP1509101_K20 HP1509101_B23
#> NA NA NA NA NA
#> HP1509101_I16 HP1509101_A8 HP1509101_F6 HP1509101_D20 HP1509101_B5
#> NA NA NA NA NA
#> HP1509101_E22 HP1509101_C8 HP1509101_L18 HP1509101_I23 HP1509101_C21
#> NA NA NA NA NA
#> HP1509101_J21 HP1509101_K17 HP1509101_M22 HP1509101_J19 HP1509101_M20
#> NA NA NA NA NA
#> HP1509101_H12 HP1509101_O19 HP1509101_L24 HP1509101_P5 HP1509101_N6
#> NA NA NA NA NA
#> HP1509101_N19 HP1509101_N10 HP1509101_L21 HP1509101_O24 HP1509101_N22
#> NA NA NA NA NA
#> HP1509101_O17 HP1509101_G11 HP1509101_D11 HP1509101_A5 HP1509101_C7
#> NA NA NA NA NA
#> HP1509101_P24 HP1509101_P8 HP1509101_L14 HP1509101_C6 HP1509101_D4
#> NA NA NA NA NA
#> HP1509101_O16 HP1509101_D6 HP1509101_E18 HP1509101_O11 HP1509101_F22
#> NA NA NA NA NA
#> HP1509101_H15 HP1509101_D1 HP1509101_I18 HP1509101_N20 HP1509101_A23
#> NA NA NA NA NA
#> HP1509101_H13 HP1509101_A20 HP1509101_M24 HP1509101_I24 HP1509101_F5
#> NA NA NA NA NA
#> HP1509101_G16 HP1509101_B18 HP1509101_F7 HP1509101_H5 HP1509101_M8
#> NA NA NA NA NA
#> HP1509101_K3 HP1509101_H2 HP1509101_I13 HP1509101_J6 HP1509101_C14
#> NA NA NA NA NA
#> HP1509101_D14 HP1509101_B15 HP1509101_K8 HP1509101_G12 HP1509101_H4
#> NA NA NA NA NA
#> HP1509101_E10 HP1509101_A6 HP1509101_C17 HP1509101_E9 HP1509101_F23
#> NA NA NA NA NA
#> HP1509101_K14 HP1509101_C19 HP1509101_A17 HP1509101_H20 HP1509101_O4
#> NA NA NA NA NA
#> HP1509101_B3 HP1509101_I7 HP1509101_G21 HP1509101_M10 HP1509101_C16
#> NA NA NA NA NA
#> HP1509101_B10 HP1509101_P15 HP1509101_C15 HP1509101_L7 HP1509101_G13
#> NA NA NA NA NA
#> HP1509101_C24 HP1509101_G17 HP1509101_D21 HP1509101_K23 HP1509101_J24
#> NA NA NA NA NA
#> HP1509101_I6 HP1509101_K4 HP1509101_J1 HP1509101_L23 HP1509101_K18
#> NA NA NA NA NA
#> HP1509101_O12 HP1509101_L1 HP1504901_E22 HP1504901_C21 HP1504901_I20
#> NA NA NA NA NA
#> HP1504901_M20 HP1504901_D15 HP1504901_O20 HP1504901_E19 HP1504901_K20
#> NA NA NA NA NA
#> HP1504901_L12 HP1504901_E16 HP1504901_N9 HP1504901_F14 HP1504901_I19
#> NA NA NA NA NA
#> HP1504901_I7 HP1504901_J10 HP1504901_B15 HP1504901_L8 HP1504901_B3
#> NA NA NA NA NA
#> HP1504901_A21 HP1504901_P2 HP1504901_L10 HP1504901_O15 HP1504901_J1
#> NA NA NA NA NA
#> HP1504901_L2 HP1504901_L11 HP1504901_H23 HP1504901_F15 HP1504901_G23
#> NA NA NA NA NA
#> HP1504901_C20 HP1504901_A8 HP1504901_J11 HP1504901_O11 HP1504901_N2
#> NA NA NA NA NA
#> HP1504901_C8 HP1504901_G20 HP1504901_B12 HP1504901_H12 HP1504901_J12
#> NA NA NA NA NA
#> HP1504901_D12 HP1504901_H15 HP1504901_F2 HP1504901_N11 HP1504901_I23
#> NA NA NA NA NA
#> HP1504901_G8 HP1504901_B22 HP1504901_F12 HP1504901_H10 HP1504901_P11
#> NA NA NA NA NA
#> HP1504901_K16 HP1504901_N3 HP1504901_O7 HP1504901_P14 HP1504901_J2
#> NA NA NA NA NA
#> HP1504901_K9 HP1504901_H19 HP1504901_F8 HP1504901_P21 HP1504901_N18
#> NA NA NA NA NA
#> HP1504901_P5 HP1504901_G24 HP1504901_K21 HP1504901_E4 HP1504901_K3
#> NA NA NA NA NA
#> HP1504901_M14 HP1504901_B8 HP1504901_H3 HP1504901_M8 HP1504901_E8
#> NA NA NA NA NA
#> HP1504901_N13 HP1504901_L20 HP1504901_K12 HP1504901_B19 HP1504901_J16
#> NA NA NA NA NA
#> HP1504901_H22 HP1504901_J8 HP1504901_C11 HP1504901_K2 HP1504901_O1
#> NA NA NA NA NA
#> HP1504901_B16 HP1504901_L17 HP1504901_O18 HP1504901_F18 HP1504901_C17
#> NA NA NA NA NA
#> HP1504901_K10 HP1504901_B11 HP1504901_F17 HP1504901_M2 HP1504901_D19
#> NA NA NA NA NA
#> HP1504901_D6 HP1504901_C12 HP1504901_D18 HP1504901_K19 HP1504901_F6
#> NA NA NA NA NA
#> HP1504901_P10 HP1504901_D16 HP1504901_B5 HP1504901_M5 HP1504901_C4
#> NA NA NA NA NA
#> HP1504901_H14 HP1504901_M3 HP1504901_F1 HP1504901_I10 HP1504901_E5
#> NA NA NA NA NA
#> HP1504901_F7 HP1504901_O8 HP1504901_D23 HP1504901_I17 HP1504901_B13
#> NA NA NA NA NA
#> HP1504901_C2 HP1504901_K24 HP1504901_B20 HP1504901_P8 HP1504901_O12
#> NA NA NA NA NA
#> HP1504901_O14 HP1504901_F13 HP1504901_M12 HP1504901_H17 HP1504901_H4
#> NA NA NA NA NA
#> HP1504901_B24 HP1504901_H5 HP1504901_P7 HP1504901_E17 HP1504901_B1
#> NA NA NA NA NA
#> HP1504901_F11 HP1504901_F23 HP1504901_G9 HP1504901_O21 HP1504901_E24
#> NA NA NA NA NA
#> HP1504901_K11 HP1504901_G12 HP1504901_A16 HP1504901_A14 HP1504901_G7
#> NA NA NA NA NA
#> HP1504901_P9 HP1504901_O9 HP1504901_P3 HP1504901_G3 HP1504901_O19
#> NA NA NA NA NA
#> HP1504901_C19 HP1504901_M16 HP1504901_C5 HP1504901_C24 HP1504901_O23
#> NA NA NA NA NA
#> HP1504901_G5 HP1504901_K15 HP1504901_F5 HP1504901_M19 HP1504901_I1
#> NA NA NA NA NA
#> HP1504901_A23 HP1504901_A11 HP1504901_K1 HP1504901_N14 HP1504901_P18
#> NA NA NA NA NA
#> HP1504901_C15 HP1504901_L4 HP1504901_P16 HP1504901_E9 HP1504901_C16
#> NA NA NA NA NA
#> HP1504901_P19 HP1504901_G21 HP1504901_A5 HP1504901_A15 HP1504901_J24
#> NA NA NA NA NA
#> HP1504901_A3 HP1504901_E7 HP1504901_L18 HP1504901_H11 HP1504901_I24
#> NA NA NA NA NA
#> HP1504901_L7 HP1504901_D13 HP1504901_E18 HP1504901_H13 HP1504901_H6
#> NA NA NA NA NA
#> HP1504901_J13 HP1504901_J17 HP1504901_N1 HP1504901_A13 HP1504901_L6
#> NA NA NA NA NA
#> HP1504901_B4 HP1504901_J7 HP1504901_E11 HP1504901_B7 HP1504901_P4
#> NA NA NA NA NA
#> HP1504901_J18 HP1504901_K13 HP1504901_M6 HP1504901_A22 HP1504901_D22
#> NA NA NA NA NA
#> HP1504901_A7 HP1504901_G4 HP1504901_E6 HP1504901_D9 HP1504901_A4
#> NA NA NA NA NA
#> HP1504901_G1 HP1504901_N22 HP1504901_A6 HP1504901_J15 HP1504901_A17
#> NA NA NA NA NA
#> HP1504901_K14 HP1504901_N15 HP1504901_C18 HP1504901_J20 HP1504901_J23
#> NA NA NA NA NA
#> HP1504901_L16 HP1504901_E1 HP1504901_C13 HP1504901_A12 HP1504901_H20
#> NA NA NA NA NA
#> HP1504901_M7 HP1504901_B23 HP1504901_E3 HP1504901_F19 HP1504901_J4
#> NA NA NA NA NA
#> HP1504901_H24 HP1504901_H7 HP1504901_O2 HP1504901_O22 HP1504901_C9
#> NA NA NA NA NA
#> HP1504901_I15 HP1504901_L15 HP1504901_K22 HP1504901_O5 HP1504901_J9
#> NA NA NA NA NA
#> HP1504901_M4 HP1504901_E20 HP1504901_M10 HP1504901_G2 HP1504901_K4
#> NA NA NA NA NA
#> HP1504901_N16 HP1504901_G10 HP1504901_F24 HP1504901_O17 HP1504901_A19
#> NA NA NA NA NA
#> HP1504901_D5 HP1504901_P23 HP1504901_F22 HP1504901_L24 HP1504901_I9
#> NA NA NA NA NA
#> HP1504901_L23 HP1504901_D1 HP1504901_F16 HP1504901_B6 HP1504901_E12
#> NA NA NA NA NA
#> HP1504901_E23 HP1504901_N8 HP1504901_I16 HP1504901_K17 HP1504901_N12
#> NA NA NA NA NA
#> HP1504901_H8 HP1504901_M24 HP1504901_L1 HP1504901_B9 HP1504901_K7
#> NA NA NA NA NA
#> HP1504901_O4 HP1504901_B17 HP1504901_O10 HP1504901_M11 HP1504901_B18
#> NA NA NA NA NA
#> HP1504901_O13 HP1504901_F9 HP1504901_A18 HP1504901_H9 HP1504901_F20
#> NA NA NA NA NA
#> HP1504901_G14 HP1504901_C7 HP1504901_A24 HP1504901_O6 HP1504901_B14
#> NA NA NA NA NA
#> HP1504901_I4 HP1504901_D4 HP1504901_M22 HP1504901_J19 HP1504901_E10
#> NA NA NA NA NA
#> HP1504901_D10 HP1504901_L13 HP1504901_A1 HP1504901_L22 HP1504901_O24
#> NA NA NA NA NA
#> HP1504901_L19 HP1504901_G13 HP1504901_J22 HP1504901_I5 HP1504901_N20
#> NA NA NA NA NA
#> HP1504901_L14 HP1504901_I11 HP1504901_A2 HP1504901_M17 HP1504901_N17
#> NA NA NA NA NA
#> HP1504901_L3 HP1504901_I3 HP1504901_J21 HP1504901_A9 HP1504901_P1
#> NA NA NA NA NA
#> HP1504901_J14 HP1504901_K8 HP1504901_I21 HP1504901_H21 HP1504901_K23
#> NA NA NA NA NA
#> HP1504901_G6 HP1504901_I6 HP1504901_E15 HP1504901_O3 HP1504901_O16
#> NA NA NA NA NA
#> HP1504901_E14 HP1504901_G11 HP1504901_F21 HP1504901_N24 HP1504901_P24
#> NA NA NA NA NA
#> HP1504901_C3 HP1504901_D17 HP1504901_K6 HP1504901_I14 HP1504901_M15
#> NA NA NA NA NA
#> HP1504901_D2 HP1504901_I18 HP1504901_E21 HP1504901_H18 HP1504901_D20
#> NA NA NA NA NA
#> HP1504901_D24 HP1504901_J6 HP1504901_I2 HP1504901_D14 HP1504901_C1
#> NA NA NA NA NA
#> HP1504901_G16 HP1504901_I12 HP1504901_P20 HP1504901_M18 HP1504901_P15
#> NA NA NA NA NA
#> HP1504901_G22 HP1504901_P22 HP1504901_J3 HP1504901_N10 HP1504901_P12
#> NA NA NA NA NA
#> HP1504901_M9 HP1504901_F4 HP1504901_D7 HP1504901_M21 HP1504901_E13
#> NA NA NA NA NA
#> HP1504901_B10 HP1504901_H1 HP1504901_J5 HP1504901_K5 HP1504901_M13
#> NA NA NA NA NA
#> HP1504901_N6 HP1504901_F10 HP1504901_H16 HP1504901_G15 HP1504901_M23
#> NA NA NA NA NA
#> HP1504901_H2 HP1504901_G18 HP1504901_N19 HP1504901_P17 HP1504901_L21
#> NA NA NA NA NA
#> HP1504901_D11 HP1504901_P6 HP1504901_C6 HP1504901_C10 HP1504901_I8
#> NA NA NA NA NA
#> HP1504901_D3 HP1504901_L5 HP1504901_I22 HP1504901_K18 HP1504901_D8
#> NA NA NA NA NA
#> HP1504901_G17 HP1504901_B21 HP1504901_N7 HP1504901_C14 HP1504901_M1
#> NA NA NA NA NA
#> HP1504901_A10 HP1504901_I13 HP1504901_C23 HP1504901_N4 HP1504901_E2
#> NA NA NA NA NA
#> HP1504901_D21 HP1504901_A20 HP1504901_G19 HP1504901_N5 HP1504901_C22
#> NA NA NA NA NA
#> HP1504901_N21 HP1504901_B2 HP1504901_L9 HP1504901_N23 HP1504901_F3
#> NA NA NA NA NA
#> HP1525301T2D_P14 HP1525301T2D_K15 HP1526901T2D_K9 HP1526901T2D_A18 HP1525301T2D_D19
#> NA NA NA NA NA
#> HP1526901T2D_K12 HP1525301T2D_G16 HP1525301T2D_G11 HP1525301T2D_A6 HP1508501T2D_P4
#> NA NA NA NA NA
#> HP1525301T2D_K23 HP1525301T2D_P12 HP1525301T2D_N22 HP1525301T2D_P16 HP1525301T2D_O14
#> NA NA NA NA NA
#> HP1525301T2D_H14 HP1525301T2D_F24 HP1525301T2D_P1 HP1526901T2D_A20 HP1526901T2D_A10
#> NA NA NA NA NA
#> HP1525301T2D_I21 HP1525301T2D_M23 HP1526901T2D_A3 HP1526901T2D_O5 HP1525301T2D_I12
#> NA NA NA NA NA
#> HP1525301T2D_P22 HP1525301T2D_H9 HP1526901T2D_P20 HP1525301T2D_B9 HP1525301T2D_A10
#> NA NA NA NA NA
#> HP1525301T2D_K16 HP1526901T2D_B6 HP1526901T2D_P9 HP1526901T2D_E11 HP1525301T2D_F22
#> NA NA NA NA NA
#> HP1525301T2D_C3 HP1526901T2D_M5 HP1525301T2D_F11 HP1526901T2D_C21 HP1526901T2D_M21
#> NA NA NA NA NA
#> HP1526901T2D_H18 HP1525301T2D_J22 HP1525301T2D_D1 HP1526901T2D_D5 HP1525301T2D_J14
#> NA NA NA NA NA
#> HP1525301T2D_P6 HP1525301T2D_F15 HP1525301T2D_K9 HP1526901T2D_K6 HP1525301T2D_C16
#> NA NA NA NA NA
#> HP1525301T2D_I18 HP1525301T2D_M11 HP1526901T2D_J6 HP1525301T2D_C20 HP1525301T2D_D18
#> NA NA NA NA NA
#> HP1525301T2D_I23 HP1526901T2D_L16 HP1526901T2D_J16 HP1526901T2D_F2 HP1525301T2D_K14
#> NA NA NA NA NA
#> HP1525301T2D_J7 HP1525301T2D_B1 HP1525301T2D_C4 HP1525301T2D_J21 HP1525301T2D_E19
#> NA NA NA NA NA
#> HP1526901T2D_C13 HP1525301T2D_B4 HP1525301T2D_F19 HP1526901T2D_D15 HP1525301T2D_B5
#> NA NA NA NA NA
#> HP1526901T2D_G6 HP1526901T2D_C19 HP1526901T2D_E18 HP1525301T2D_I13 HP1525301T2D_N3
#> NA NA NA NA NA
#> HP1525301T2D_P7 HP1525301T2D_D7 HP1525301T2D_I6 HP1525301T2D_N23 HP1526901T2D_H23
#> NA NA NA NA NA
#> HP1526901T2D_G5 HP1525301T2D_G22 HP1525301T2D_J5 HP1525301T2D_D16 HP1525301T2D_C12
#> NA NA NA NA NA
#> HP1525301T2D_K4 HP1525301T2D_F6 HP1525301T2D_D10 HP1525301T2D_H5 HP1526901T2D_F15
#> NA NA NA NA NA
#> HP1526901T2D_O22 HP1526901T2D_M8 HP1525301T2D_C6 HP1526901T2D_G21 HP1525301T2D_D11
#> NA NA NA NA NA
#> HP1526901T2D_I6 HP1526901T2D_H24 HP1525301T2D_E1 HP1526901T2D_J22 HP1526901T2D_N15
#> NA NA NA NA NA
#> HP1525301T2D_G3 HP1525301T2D_E11 HP1525301T2D_C2 HP1526901T2D_A1 HP1525301T2D_D17
#> NA NA NA NA NA
#> HP1526901T2D_F3 HP1526901T2D_P21 HP1525301T2D_B11 HP1526901T2D_J24 HP1526901T2D_M15
#> NA NA NA NA NA
#> HP1526901T2D_F14 HP1526901T2D_K11 HP1526901T2D_G17 HP1526901T2D_L1 HP1526901T2D_P3
#> NA NA NA NA NA
#> HP1526901T2D_L2 HP1525301T2D_M24 HP1526901T2D_M19 HP1526901T2D_A16 HP1525301T2D_N4
#> NA NA NA NA NA
#> HP1526901T2D_B4 HP1526901T2D_F21 HP1525301T2D_M16 HP1526901T2D_K3 HP1525301T2D_B24
#> NA NA NA NA NA
#> HP1526901T2D_B21 HP1526901T2D_O15 HP1526901T2D_O12 HP1526901T2D_J21 HP1525301T2D_O1
#> NA NA NA NA NA
#> HP1525301T2D_E21 HP1525301T2D_O20 HP1525301T2D_E14 HP1525301T2D_O9 HP1525301T2D_B22
#> NA NA NA NA NA
#> HP1526901T2D_G7 HP1526901T2D_J5 HP1525301T2D_G13 HP1525301T2D_F23 HP1526901T2D_F4
#> NA NA NA NA NA
#> HP1526901T2D_I1 HP1526901T2D_L4 HP1526901T2D_L14 HP1525301T2D_L23 HP1525301T2D_H23
#> NA NA NA NA NA
#> HP1525301T2D_I1 HP1526901T2D_F10 HP1525301T2D_B23 HP1526901T2D_J18 HP1526901T2D_I10
#> NA NA NA NA NA
#> HP1525301T2D_I4 HP1526901T2D_B24 HP1525301T2D_C24 HP1525301T2D_P8 HP1526901T2D_G24
#> NA NA NA NA NA
#> HP1526901T2D_J8 HP1525301T2D_M22 HP1525301T2D_C1 HP1526901T2D_P5 HP1525301T2D_K13
#> NA NA NA NA NA
#> HP1526901T2D_P13 HP1526901T2D_G23 HP1525301T2D_A22 HP1526901T2D_P22 HP1525301T2D_A18
#> NA NA NA NA NA
#> HP1525301T2D_J2 HP1526901T2D_H20 HP1525301T2D_G14 HP1526901T2D_L7 HP1526901T2D_N12
#> NA NA NA NA NA
#> HP1525301T2D_N7 HP1525301T2D_L1 HP1526901T2D_F5 HP1525301T2D_I10 HP1525301T2D_G20
#> NA NA NA NA NA
#> HP1526901T2D_E24 HP1526901T2D_K24 HP1525301T2D_M7 HP1526901T2D_E8 HP1526901T2D_P14
#> NA NA NA NA NA
#> HP1526901T2D_N4 HP1525301T2D_N2 HP1526901T2D_O24 HP1526901T2D_O14 HP1526901T2D_G12
#> NA NA NA NA NA
#> HP1525301T2D_H24 HP1525301T2D_P13 HP1526901T2D_E20 HP1526901T2D_L20 HP1525301T2D_O15
#> NA NA NA NA NA
#> HP1525301T2D_H6 HP1525301T2D_C10 HP1526901T2D_B8 HP1526901T2D_C3 HP1526901T2D_N13
#> NA NA NA NA NA
#> HP1526901T2D_L19 HP1525301T2D_H7 HP1525301T2D_G15 HP1526901T2D_J23 HP1526901T2D_E23
#> NA NA NA NA NA
#> HP1525301T2D_D2 HP1526901T2D_D19 HP1525301T2D_I3 HP1526901T2D_B15 HP1525301T2D_E23
#> NA NA NA NA NA
#> HP1526901T2D_N9 HP1525301T2D_I7 HP1526901T2D_B18 HP1526901T2D_O21 HP1526901T2D_G14
#> NA NA NA NA NA
#> HP1525301T2D_E7 HP1525301T2D_F10 HP1525301T2D_K21 HP1525301T2D_M21 HP1525301T2D_E3
#> NA NA NA NA NA
#> HP1526901T2D_A4 HP1526901T2D_M12 HP1525301T2D_H3 HP1526901T2D_D4 HP1525301T2D_J12
#> NA NA NA NA NA
#> HP1526901T2D_G1 HP1526901T2D_M17 HP1525301T2D_N5 HP1525301T2D_A17 HP1526901T2D_C5
#> NA NA NA NA NA
#> HP1525301T2D_E12 HP1526901T2D_L5 HP1525301T2D_O18 HP1526901T2D_A23 HP1525301T2D_C13
#> NA NA NA NA NA
#> HP1526901T2D_K22 HP1526901T2D_F17 HP1526901T2D_N3 HP1526901T2D_K23 HP1525301T2D_O2
#> NA NA NA NA NA
#> HP1526901T2D_K4 HP1525301T2D_I19 HP1526901T2D_P17 HP1526901T2D_O1 HP1525301T2D_L10
#> NA NA NA NA NA
#> HP1525301T2D_F2 HP1526901T2D_M20 HP1526901T2D_O17 HP1525301T2D_H19 HP1526901T2D_M4
#> NA NA NA NA NA
#> HP1526901T2D_D22 HP1525301T2D_A21 HP1525301T2D_I11 HP1525301T2D_J15 HP1526901T2D_J11
#> NA NA NA NA NA
#> HP1525301T2D_P21 HP1525301T2D_M13 HP1526901T2D_A9 HP1526901T2D_E13 HP1525301T2D_P24
#> NA NA NA NA NA
#> HP1525301T2D_I5 HP1526901T2D_H7 HP1525301T2D_L15 HP1525301T2D_J23 HP1526901T2D_P15
#> NA NA NA NA NA
#> HP1525301T2D_P5 HP1526901T2D_G11 HP1525301T2D_F21 HP1526901T2D_J9 HP1525301T2D_A19
#> NA NA NA NA NA
#> HP1526901T2D_P2 HP1526901T2D_A12 HP1526901T2D_K20 HP1526901T2D_B19 HP1525301T2D_J16
#> NA NA NA NA NA
#> HP1525301T2D_A8 HP1526901T2D_N22 HP1525301T2D_F7 HP1526901T2D_E9 HP1526901T2D_D20
#> NA NA NA NA NA
#> HP1526901T2D_F24 HP1526901T2D_B16 HP1526901T2D_I2 HP1525301T2D_O7 HP1526901T2D_A2
#> NA NA NA NA NA
#> HP1525301T2D_A12 HP1526901T2D_L11 HP1526901T2D_B12 HP1526901T2D_H22 HP1526901T2D_J3
#> NA NA NA NA NA
#> HP1525301T2D_B6 HP1525301T2D_E5 HP1525301T2D_K11 HP1526901T2D_A17 HP1526901T2D_N7
#> NA NA NA NA NA
#> HP1526901T2D_P12 HP1525301T2D_L8 HP1526901T2D_J2 HP1526901T2D_H13 HP1525301T2D_O23
#> NA NA NA NA NA
#> HP1525301T2D_D24 HP1526901T2D_D18 HP1526901T2D_B17 HP1526901T2D_G2 HP1525301T2D_A9
#> NA NA NA NA NA
#> HP1526901T2D_A11 HP1526901T2D_I20 HP1525301T2D_A20 HP1526901T2D_F1 HP1525301T2D_F5
#> NA NA NA NA NA
#> HP1525301T2D_A15 HP1526901T2D_F16 HP1526901T2D_B20 HP1525301T2D_B20 HP1525301T2D_L2
#> NA NA NA NA NA
#> HP1526901T2D_H12 HP1525301T2D_G6 HP1525301T2D_B10 HP1526901T2D_G13 HP1526901T2D_N18
#> NA NA NA NA NA
#> HP1525301T2D_E2 HP1525301T2D_E24 HP1525301T2D_L12 HP1525301T2D_P17 HP1526901T2D_O9
#> NA NA NA NA NA
#> HP1526901T2D_N6 HP1525301T2D_B15 HP1525301T2D_L22 HP1526901T2D_I21 HP1526901T2D_H16
#> NA NA NA NA NA
#> HP1525301T2D_I2 HP1525301T2D_H12 HP1525301T2D_K18 HP1526901T2D_K21 HP1525301T2D_L24
#> NA NA NA NA NA
#> HP1525301T2D_C17 HP1525301T2D_D3 HP1525301T2D_L7 HP1526901T2D_F13 HP1525301T2D_D22
#> NA NA NA NA NA
#> HP1525301T2D_F16 HP1525301T2D_M4 HP1526901T2D_P23 HP1525301T2D_L14 HP1525301T2D_N8
#> NA NA NA NA NA
#> HP1526901T2D_N20 HP1526901T2D_D7 HP1526901T2D_F9 HP1526901T2D_B9 HP1525301T2D_F13
#> NA NA NA NA NA
#> HP1526901T2D_E15 HP1526901T2D_L24 HP1526901T2D_H4 HP1526901T2D_H17 HP1525301T2D_N11
#> NA NA NA NA NA
#> HP1525301T2D_L11 HP1525301T2D_A24 HP1526901T2D_I24 HP1526901T2D_A24 HP1525301T2D_A2
#> NA NA NA NA NA
#> HP1525301T2D_G23 HP1525301T2D_E9 HP1526901T2D_E22 HP1526901T2D_L10 HP1526901T2D_A22
#> NA NA NA NA NA
#> HP1525301T2D_C14 HP1526901T2D_C14 HP1525301T2D_K6 HP1525301T2D_F1 HP1525301T2D_L4
#> NA NA NA NA NA
#> HP1526901T2D_G3 HP1525301T2D_O12 HP1525301T2D_H21 HP1526901T2D_M6 HP1525301T2D_H22
#> NA NA NA NA NA
#> HP1526901T2D_M24 HP1525301T2D_G9 HP1526901T2D_O23 HP1526901T2D_L3 HP1525301T2D_M8
#> NA NA NA NA NA
#> HP1526901T2D_O18 HP1525301T2D_J18 HP1526901T2D_A15 HP1525301T2D_L20 HP1525301T2D_F4
#> NA NA NA NA NA
#> HP1526901T2D_E1 HP1526901T2D_P7 HP1525301T2D_D13 HP1526901T2D_K17 HP1526901T2D_F22
#> NA NA NA NA NA
#> HP1526901T2D_D10 HP1526901T2D_P24 HP1525301T2D_I9 HP1525301T2D_M1 HP1526901T2D_J20
#> NA NA NA NA NA
#> HP1525301T2D_E20 HP1525301T2D_I22 HP1525301T2D_J4 HP1525301T2D_K24 HP1525301T2D_B16
#> NA NA NA NA NA
#> HP1525301T2D_K10 HP1525301T2D_F8 HP1525301T2D_A13 HP1525301T2D_G4 HP1525301T2D_J13
#> NA NA NA NA NA
#> HP1525301T2D_G19 HP1526901T2D_K8 HP1526901T2D_L17 HP1525301T2D_A1 HP1526901T2D_O2
#> NA NA NA NA NA
#> HP1526901T2D_O13 HP1526901T2D_K16 HP1525301T2D_G2 HP1526901T2D_A7 HP1525301T2D_N13
#> NA NA NA NA NA
#> HP1525301T2D_M3 HP1526901T2D_D3 HP1526901T2D_K18 HP1526901T2D_H11 HP1525301T2D_D6
#> NA NA NA NA NA
#> HP1525301T2D_O3 HP1526901T2D_D13 HP1525301T2D_N14 HP1526901T2D_J1 HP1525301T2D_J8
#> NA NA NA NA NA
#> HP1525301T2D_J9 HP1525301T2D_P2 HP1525301T2D_K12 HP1525301T2D_L21 HP1526901T2D_H9
#> NA NA NA NA NA
#> HP1526901T2D_D24 HP1525301T2D_N17 HP1526901T2D_P6 HP1525301T2D_O21 HP1526901T2D_N23
#> NA NA NA NA NA
#> HP1526901T2D_B1 HP1526901T2D_K10 HP1526901T2D_M14 HP1526901T2D_N1 HP1526901T2D_I7
#> NA NA NA NA NA
#> HP1526901T2D_A19 HP1525301T2D_N18 HP1525301T2D_O17 HP1526901T2D_E12 HP1526901T2D_C15
#> NA NA NA NA NA
#> HP1526901T2D_B23 HP1526901T2D_I19 HP1526901T2D_J19 HP1525301T2D_G17 HP1525301T2D_C5
#> NA NA NA NA NA
#> HP1526901T2D_C22 HP1525301T2D_L3 HP1526901T2D_D2 HP1526901T2D_O3 HP1526901T2D_P8
#> NA NA NA NA NA
#> HP1525301T2D_D5 HP1526901T2D_L15 HP1525301T2D_C23 HP1526901T2D_G16 HP1525301T2D_H4
#> NA NA NA NA NA
#> HP1525301T2D_F14 HP1526901T2D_D8 HP1526901T2D_I14 HP1525301T2D_I15 HP1526901T2D_E4
#> NA NA NA NA NA
#> HP1525301T2D_E13 HP1526901T2D_M1 HP1525301T2D_D23 HP1525301T2D_B8 HP1526901T2D_A6
#> NA NA NA NA NA
#> HP1525301T2D_H10 HP1526901T2D_C9 HP1526901T2D_K13 HP1526901T2D_J4 HP1525301T2D_E15
#> NA NA NA NA NA
#> HP1525301T2D_H13 HP1525301T2D_L9 HP1526901T2D_N24 HP1526901T2D_G10 HP1525301T2D_A11
#> NA NA NA NA NA
#> HP1526901T2D_K2 HP1526901T2D_J10 HP1526901T2D_B7 HP1526901T2D_B2 HP1526901T2D_H1
#> NA NA NA NA NA
#> HP1526901T2D_I13 HP1526901T2D_M9 HP1526901T2D_O7 HP1526901T2D_I3 HP1526901T2D_J7
#> NA NA NA NA NA
#> HP1526901T2D_M2 HP1526901T2D_M10 HP1526901T2D_N10 HP1525301T2D_J24 HP1526901T2D_K1
#> NA NA NA NA NA
#> HP1526901T2D_I8 HP1526901T2D_C23 HP1526901T2D_H14 HP1525301T2D_P11 HP1526901T2D_L13
#> NA NA NA NA NA
#> HP1525301T2D_H11 HP1525301T2D_P18 HP1526901T2D_E17 HP1526901T2D_E21 HP1525301T2D_L6
#> NA NA NA NA NA
#> HP1525301T2D_F12 HP1525301T2D_P10 HP1525301T2D_P19 HP1526901T2D_C20 HP1525301T2D_F18
#> NA NA NA NA NA
#> HP1525301T2D_A14 HP1525301T2D_C9 HP1525301T2D_O6 HP1525301T2D_M2 HP1525301T2D_L5
#> NA NA NA NA NA
#> HP1526901T2D_E2 HP1526901T2D_I5 HP1525301T2D_C8 HP1526901T2D_B11 HP1525301T2D_A16
#> NA NA NA NA NA
#> HP1525301T2D_G12 HP1526901T2D_P11 HP1525301T2D_C7 HP1526901T2D_O16 HP1526901T2D_O6
#> NA NA NA NA NA
#> HP1525301T2D_J20 HP1526901T2D_M13 HP1526901T2D_L18 HP1526901T2D_E3 HP1526901T2D_G18
#> NA NA NA NA NA
#> HP1525301T2D_N16 HP1525301T2D_C15 HP1525301T2D_B13 HP1525301T2D_M5 HP1526901T2D_F12
#> NA NA NA NA NA
#> HP1525301T2D_D14 HP1526901T2D_J13 HP1526901T2D_I12 HP1526901T2D_P10 HP1525301T2D_P15
#> NA NA NA NA NA
#> HP1526901T2D_G15 HP1525301T2D_N20 HP1525301T2D_P20 HP1526901T2D_C16 HP1525301T2D_L16
#> NA NA NA NA NA
#> HP1526901T2D_K5 HP1526901T2D_J14 HP1525301T2D_G5 HP1525301T2D_P4 HP1526901T2D_N5
#> NA NA NA NA NA
#> HP1525301T2D_I17 HP1525301T2D_F17 HP1526901T2D_C4 HP1526901T2D_H6 HP1525301T2D_M19
#> NA NA NA NA NA
#> HP1525301T2D_B19 HP1526901T2D_N21 HP1525301T2D_M6 HP1525301T2D_L17 HP1526901T2D_C17
#> NA NA NA NA NA
#> HP1526901T2D_C12 HP1525301T2D_P9 HP1526901T2D_F19 HP1525301T2D_O8 HP1525301T2D_N10
#> NA NA NA NA NA
#> HP1526901T2D_K19 HP1525301T2D_J17 HP1526901T2D_D9 HP1525301T2D_D12 HP1525301T2D_L19
#> NA NA NA NA NA
#> HP1526901T2D_F8 HP1526901T2D_L8 HP1526901T2D_P19 HP1526901T2D_M11 HP1525301T2D_N1
#> NA NA NA NA NA
#> HP1525301T2D_B21 HP1525301T2D_J11 HP1525301T2D_D20 HP1526901T2D_O20 HP1525301T2D_H16
#> NA NA NA NA NA
#> HP1526901T2D_J15 HP1526901T2D_E14 HP1526901T2D_C11 HP1526901T2D_H21 HP1525301T2D_M15
#> NA NA NA NA NA
#> HP1525301T2D_A5 HP1526901T2D_D23 HP1526901T2D_C7 HP1525301T2D_C18 HP1526901T2D_L23
#> NA NA NA NA NA
#> HP1525301T2D_M10 HP1526901T2D_N2 HP1525301T2D_C19 HP1526901T2D_O10 HP1526901T2D_H19
#> NA NA NA NA NA
#> HP1526901T2D_C6 HP1526901T2D_I9 HP1526901T2D_E19 HP1526901T2D_B22 HP1526901T2D_L21
#> NA NA NA NA NA
#> HP1525301T2D_K8 HP1526901T2D_I11 HP1525301T2D_M18 HP1526901T2D_E10 HP1525301T2D_H8
#> NA NA NA NA NA
#> HP1526901T2D_L12 HP1526901T2D_D11 HP1525301T2D_B7 HP1525301T2D_K2 HP1525301T2D_O4
#> NA NA NA NA NA
#> HP1526901T2D_H10 HP1525301T2D_M9 HP1526901T2D_D1 HP1525301T2D_K7 HP1525301T2D_D21
#> NA NA NA NA NA
#> HP1526901T2D_L22 HP1526901T2D_P1 HP1525301T2D_F20 HP1526901T2D_E6 HP1525301T2D_K5
#> NA NA NA NA NA
#> HP1526901T2D_M22 HP1525301T2D_N15 HP1525301T2D_B14 HP1525301T2D_B18 HP1526901T2D_J12
#> NA NA NA NA NA
#> HP1525301T2D_D4 HP1526901T2D_M23 HP1525301T2D_K19 HP1525301T2D_G1 HP1525301T2D_K20
#> NA NA NA NA NA
#> HP1525301T2D_F3 HP1526901T2D_F20 HP1526901T2D_N14 HP1525301T2D_G10 HP1525301T2D_M17
#> NA NA NA NA NA
#> HP1525301T2D_G24 HP1525301T2D_H2 HP1525301T2D_H15 HP1525301T2D_A7 HP1526901T2D_A21
#> NA NA NA NA NA
#> HP1525301T2D_H1 HP1525301T2D_J3 HP1526901T2D_F23 HP1525301T2D_J19 HP1526901T2D_G19
#> NA NA NA NA NA
#> HP1525301T2D_G18 HP1526901T2D_L9 HP1526901T2D_G22 HP1526901T2D_P16 HP1525301T2D_H18
#> NA NA NA NA NA
#> HP1526901T2D_C24 HP1526901T2D_L6 HP1526901T2D_I4 HP1525301T2D_O16 HP1526901T2D_G20
#> NA NA NA NA NA
#> HP1525301T2D_E16 HP1526901T2D_B5 HP1526901T2D_E7 HP1526901T2D_O4 HP1526901T2D_P18
#> NA NA NA NA NA
#> HP1525301T2D_I24 HP1525301T2D_O24 HP1525301T2D_F9 HP1526901T2D_D21 HP1525301T2D_E6
#> NA NA NA NA NA
#> HP1526901T2D_C10 HP1526901T2D_D14 HP1526901T2D_C1 HP1526901T2D_D12 HP1526901T2D_E5
#> NA NA NA NA NA
#> HP1525301T2D_M20 HP1525301T2D_P3 HP1525301T2D_I20 HP1526901T2D_F11 HP1526901T2D_G4
#> NA NA NA NA NA
#> HP1526901T2D_P4 HP1526901T2D_B14 HP1525301T2D_H17 HP1525301T2D_C21 HP1526901T2D_C2
#> NA NA NA NA NA
#> HP1525301T2D_L13 HP1525301T2D_K17 HP1526901T2D_K14 HP1526901T2D_G9 HP1525301T2D_B17
#> NA NA NA NA NA
#> HP1526901T2D_I17 HP1525301T2D_A3 HP1525301T2D_N21 HP1525301T2D_D8 HP1526901T2D_D6
#> NA NA NA NA NA
#> HP1525301T2D_N19 HP1526901T2D_I22 HP1526901T2D_F6 HP1526901T2D_O8 HP1526901T2D_B13
#> NA NA NA NA NA
#> HP1526901T2D_H3 HP1525301T2D_O5 HP1526901T2D_M18 HP1525301T2D_M12 HP1525301T2D_A23
#> NA NA NA NA NA
#> HP1526901T2D_J17 HP1526901T2D_E16 HP1525301T2D_N12 HP1525301T2D_C11 HP1525301T2D_B2
#> NA NA NA NA NA
#> HP1526901T2D_D16 HP1526901T2D_M16 HP1525301T2D_D9 HP1525301T2D_G8 HP1525301T2D_I8
#> NA NA NA NA NA
#> HP1525301T2D_O22 HP1525301T2D_K1 HP1525301T2D_E17 HP1525301T2D_E22 HP1525301T2D_K22
#> NA NA NA NA NA
#> HP1525301T2D_D15 HP1526901T2D_H5 HP1525301T2D_H20 HP1525301T2D_N9 HP1525301T2D_G21
#> NA NA NA NA NA
#> HP1525301T2D_M14 HP1526901T2D_N17 HP1526901T2D_A5 HP1525301T2D_O13 HP1526901T2D_F18
#> NA NA NA NA NA
#> HP1526901T2D_O19 HP1526901T2D_D17 HP1525301T2D_I14 HP1525301T2D_E4 HP1525301T2D_C22
#> NA NA NA NA NA
#> HP1525301T2D_J6 HP1525301T2D_E10 HP1525301T2D_A4 HP1525301T2D_B12 HP1525301T2D_B3
#> NA NA NA NA NA
#> HP1526901T2D_K15 HP1525301T2D_J1 HP1525301T2D_N6 HP1526901T2D_A14 HP1526901T2D_A13
#> NA NA NA NA NA
#> HP1526901T2D_N11 HP1526901T2D_I15 HP1526901T2D_B10 HP1526901T2D_K7 HP1525301T2D_G7
#> NA NA NA NA NA
#> HP1526901T2D_H8 HP1525301T2D_I16 HP1525301T2D_E18 HP1526901T2D_N19 HP1526901T2D_B3
#> NA NA NA NA NA
#> HP1526901T2D_G8 HP1525301T2D_O11 HP1525301T2D_E8 HP1526901T2D_M3 HP1525301T2D_O19
#> NA NA NA NA NA
#> HP1526901T2D_H15 HP1526901T2D_I18 HP1525301T2D_P23 HP1526901T2D_C18 HP1525301T2D_L18
#> NA NA NA NA NA
#> HP1525301T2D_N24 HP1526901T2D_M7 HP1526901T2D_N16 HP1526901T2D_C8 HP1525301T2D_O10
#> NA NA NA NA NA
#> HP1526901T2D_H2 HP1526901T2D_I16 HP1526901T2D_F7 HP1526901T2D_I23 HP1525301T2D_K3
#> NA NA NA NA NA
#> HP1525301T2D_J10 HP1526901T2D_N8 HP1526901T2D_O11 HP1526901T2D_A8
#> NA NA NA NA
Heatmaps of the top rows:
top_rows_heatmap(res_rh)
Top rows on each node:
top_rows_overlap(res_rh, method = "upset")
UMAP plot which shows how samples are separated.
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 543),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 543),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 581),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 581),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 608),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 608),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 623),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 623),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 672),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 672),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 755),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 755),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 899),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 899),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1037),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1037),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1150),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1150),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1332),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1332),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1513),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1513),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1619),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1619),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1732),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1732),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1854),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1854),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1857),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1857),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 2643),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 2643),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 2828),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 2828),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 3093),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 3093),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 3208),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 3208),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 3292),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 3292),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 3402),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 3402),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 3750),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 3750),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 4137),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 4137),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 4952),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 4952),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 6027),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 6027),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 7097),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 7097),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 7550),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 7550),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 8594),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 8594),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 10671),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 10671),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 10998),
method = "UMAP", top_value_method = "SD", top_n = 1400, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 10998),
method = "UMAP", top_value_method = "ATC", top_n = 1400, scale_rows = TRUE)
Signatures on the heatmap are the union of all signatures found on every node on the hierarchy. The number of k-means on rows are automatically selected by the function.
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 543))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 581))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 608))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 623))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 672))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 755))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 899))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 1037))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 1150))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 1332))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 1513))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 1619))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 1732))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 1854))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 1857))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 2643))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 2828))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 3093))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 3208))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 3292))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 3402))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 3750))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 4137))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 4952))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 6027))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 7097))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 7550))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 8594))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 10671))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 10998))
#> Error in names(x) <- value: 'names' attribute [1] must be the same length as the vector [0]
Compare signatures from different nodes:
compare_signatures(res_rh, verbose = FALSE)
If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs. Note it only works on every node and the final signatures
are the union of all signatures of all nodes.
# code only for demonstration
# e.g. to show the top 500 most significant rows on each node.
tb = get_signature(res_rh, top_signatures = 500)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 543))
#> cell.type disease age
#> class 0 1.63e-254 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 581))
#> cell.type disease age
#> class 0 5.15e-254 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 608))
#> cell.type disease age
#> class 0 1.12e-248 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 623))
#> cell.type disease age
#> class 0 2.34e-249 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 672))
#> cell.type disease age
#> class 0 4.32e-246 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 755))
#> cell.type disease age
#> class 0 6.02e-248 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 899))
#> cell.type disease age
#> class 0 4.04e-235 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 1037))
#> cell.type disease age
#> class 0 8.38e-221 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 1150))
#> cell.type disease age
#> class 0 1.56e-220 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 1332))
#> cell.type disease age
#> class 0 1.56e-220 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 1513))
#> cell.type disease age
#> class 0 2.04e-216 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 1619))
#> cell.type disease age
#> class 0 3.02e-215 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 1732))
#> cell.type disease age
#> class 0 1.85e-212 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 1854))
#> cell.type disease age
#> class 0 1.85e-212 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 1857))
#> cell.type disease age
#> class 0 1.85e-212 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 2643))
#> cell.type disease age
#> class 0 5.58e-214 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 2828))
#> cell.type disease age
#> class 0 3.79e-158 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 3093))
#> cell.type disease age
#> class 0 1.41e-141 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 3208))
#> cell.type disease age
#> class 0 1.41e-141 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 3292))
#> cell.type disease age
#> class 0 4.22e-140 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 3402))
#> cell.type disease age
#> class 0 4.22e-140 NaN
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 3750))
#> cell.type disease age
#> class 0 1.68e-132 2.01e-197
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 4137))
#> cell.type disease age
#> class 0 8.27e-115 1.4e-169
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 4952))
#> cell.type disease age
#> class 0 2.08e-114 5.84e-169
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 6027))
#> cell.type disease age
#> class 0 9.22e-115 4.04e-94
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 7097))
#> cell.type disease age
#> class 0 5.24e-105 9.55e-76
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 7550))
#> cell.type disease age
#> class 0 1.92e-107 7.03e-106
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 8594))
#> cell.type disease age
#> class 0 6.05e-104 1.84e-130
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 10671))
#> cell.type disease age
#> class 0 2.76e-64 9.17e-92
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 10998))
#> cell.type disease age
#> class NA NA NA
Child nodes: Node01 , Node02 .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["0"]
A summary of res and all the functions that can be applied to it:
res
#> A 'DownSamplingConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 12668 rows and 500 columns, randomly sampled from 3514 columns.
#> Top rows (1115) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 4.
#>
#> Following methods can be applied to this 'DownSamplingConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.999 1.000 0.4831 0.517 0.517
#> 3 3 0.924 0.978 0.979 0.1545 0.919 0.843
#> 4 4 1.000 0.992 0.997 0.0737 0.964 0.917
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 4
#> attr(,"optional")
#> [1] 2 3
There is also optional best \(k\) = 2 3 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
get_classes(res, k = 2)
#> class p
#> HP1502401_N13 1 0.000
#> HP1502401_D14 1 0.000
#> HP1502401_F14 1 0.000
#> HP1502401_J13 1 0.000
#> HP1502401_B13 1 0.249
#> HP1502401_H13 1 0.751
#> HP1502401_J14 2 0.000
#> HP1502401_B14 2 0.000
#> HP1502401_A14 2 0.000
#> HP1502401_C14 2 1.000
#> HP1502401_G14 2 1.000
#> HP1502401_E14 2 0.000
#> HP1502401_L14 2 0.000
#> HP1502401_M14 2 0.502
#> HP1502401_K14 2 0.000
#> HP1502401_I14 2 0.751
#> HP1502401_F13 2 0.502
#> HP1502401_L13 2 0.751
#> HP1502401_D13 1 1.000
#> HP1502401_H14 2 0.502
#> HP1504101T2D_I3 1 0.000
#> HP1504101T2D_D16 1 0.249
#> HP1504101T2D_D22 1 0.000
#> HP1502401_F17 2 0.000
#> HP1504101T2D_B4 2 0.000
#> HP1504101T2D_M6 2 0.000
#> HP1504101T2D_F15 2 0.751
#> HP1504101T2D_H7 2 0.249
#> HP1502401_H23 2 0.000
#> HP1504101T2D_F8 1 0.000
#> HP1502401_L21 2 0.000
#> HP1502401_B19 1 0.000
#> HP1504101T2D_B2 1 0.000
#> HP1504101T2D_F10 2 1.000
#> HP1504101T2D_B10 2 0.000
#> HP1504101T2D_L6 1 0.000
#> HP1502401_G18 2 0.502
#> HP1502401_K22 2 0.000
#> HP1502401_I22 2 0.000
#> HP1504101T2D_M18 2 0.747
#> HP1502401_J22 2 0.000
#> HP1502401_F4 1 1.000
#> HP1504101T2D_O12 2 1.000
#> HP1502401_M15 2 0.000
#> HP1504101T2D_G16 2 0.000
#> HP1502401_J5 1 0.000
#> HP1504101T2D_L23 2 0.000
#> HP1502401_G24 2 0.000
#> HP1502401_G23 2 0.000
#> HP1504101T2D_H11 1 0.000
#> HP1504101T2D_A24 2 0.249
#> HP1504101T2D_N17 2 0.000
#> HP1502401_N8 2 0.000
#> HP1504101T2D_G1 2 0.747
#> HP1504101T2D_A15 2 0.498
#> HP1504101T2D_M19 2 0.249
#> HP1502401_O16 2 0.000
#> HP1504101T2D_E16 2 0.751
#> HP1502401_A12 2 0.000
#> HP1502401_D18 2 0.000
#> HP1504101T2D_K2 2 0.249
#> HP1504101T2D_G13 1 0.253
#> HP1502401_I11 1 0.253
#> HP1502401_A11 1 0.000
#> HP1502401_G16 1 0.000
#> HP1502401_K19 2 0.000
#> HP1502401_D5 2 0.751
#> HP1502401_D1 1 0.000
#> HP1502401_H22 2 0.000
#> HP1504101T2D_J15 2 0.000
#> HP1504101T2D_N7 2 0.751
#> HP1504101T2D_O16 2 1.000
#> HP1502401_L6 1 0.000
#> HP1502401_M5 2 0.249
#> HP1504101T2D_M4 2 0.502
#> HP1504101T2D_L22 1 0.000
#> HP1504101T2D_I20 2 1.000
#> HP1502401_K17 2 0.000
#> HP1504101T2D_B22 2 0.747
#> HP1504101T2D_G4 2 0.000
#> HP1502401_H15 2 0.000
#> HP1502401_K4 1 0.000
#> HP1502401_B3 1 0.000
#> HP1502401_H8 2 0.249
#> HP1502401_N17 2 0.000
#> HP1504101T2D_C13 1 0.000
#> HP1504101T2D_L13 2 0.000
#> HP1504101T2D_G15 1 0.000
#> HP1504101T2D_K24 2 1.000
#> HP1504101T2D_B24 2 0.249
#> HP1502401_B4 1 0.000
#> HP1504101T2D_H14 2 1.000
#> HP1502401_C11 1 0.000
#> HP1502401_A7 2 0.000
#> HP1504101T2D_P8 1 0.000
#> HP1504101T2D_I1 2 0.000
#> HP1502401_N24 1 0.000
#> HP1502401_O2 2 0.751
#> HP1502401_H17 1 0.000
#> HP1504101T2D_C24 1 0.000
#> HP1502401_J21 2 0.000
#> HP1504101T2D_J13 2 0.498
#> HP1504101T2D_E5 1 0.000
#> HP1502401_J8 2 0.000
#> HP1502401_N15 2 0.000
#> HP1504101T2D_L14 2 1.000
#> HP1504101T2D_D2 2 0.498
#> HP1502401_N2 2 0.502
#> HP1502401_H7 2 0.498
#> HP1504101T2D_K5 1 0.000
#> HP1504101T2D_O13 2 0.502
#> HP1504101T2D_L2 2 0.751
#> HP1502401_E5 2 0.000
#> HP1504101T2D_N11 1 0.751
#> HP1502401_O1 2 0.000
#> HP1502401_K18 1 0.000
#> HP1502401_B7 2 0.000
#> HP1504101T2D_I24 2 1.000
#> HP1502401_N5 1 0.000
#> HP1502401_N22 1 1.000
#> HP1504101T2D_J18 2 1.000
#> HP1502401_L3 2 0.000
#> HP1504101T2D_K16 1 0.000
#> HP1502401_J1 2 0.498
#> HP1504101T2D_I4 1 0.498
#> HP1504101T2D_E17 1 0.000
#> HP1502401_H3 2 0.000
#> HP1504101T2D_B6 2 0.747
#> HP1502401_I15 2 0.000
#> HP1504101T2D_P6 1 0.000
#> HP1504101T2D_B8 2 0.000
#> HP1504101T2D_M11 1 0.000
#> HP1502401_D17 2 0.000
#> HP1504101T2D_M15 2 0.498
#> HP1502401_I4 2 0.000
#> HP1504101T2D_O21 1 0.000
#> HP1502401_J23 2 0.000
#> HP1502401_L19 1 0.000
#> HP1504101T2D_O7 1 0.000
#> HP1504101T2D_A11 1 0.000
#> HP1502401_O14 2 0.000
#> HP1504101T2D_N15 2 0.498
#> HP1502401_M18 1 0.249
#> HP1502401_C19 1 0.000
#> HP1502401_L5 2 0.000
#> HP1504101T2D_F7 2 0.249
#> HP1504101T2D_I5 2 1.000
#> HP1504101T2D_C1 2 0.000
#> HP1504101T2D_P14 2 1.000
#> HP1504101T2D_G5 1 0.000
#> HP1504101T2D_A20 2 0.000
#> HP1502401_H11 2 0.000
#> HP1504101T2D_K19 2 0.253
#> HP1502401_O5 1 0.000
#> HP1502401_K15 2 0.000
#> HP1504101T2D_C17 2 1.000
#> HP1502401_G10 2 0.000
#> HP1504101T2D_J19 1 0.000
#> HP1502401_L2 2 0.000
#> HP1504101T2D_D8 2 0.000
#> HP1504101T2D_B15 1 0.000
#> HP1502401_L23 2 0.253
#> HP1502401_E4 1 0.000
#> HP1502401_F19 2 0.498
#> HP1502401_L17 2 0.000
#> HP1502401_O22 2 0.498
#> HP1502401_F7 1 0.000
#> HP1504101T2D_K1 1 0.000
#> HP1504101T2D_I7 2 0.498
#> HP1504101T2D_H5 2 0.000
#> HP1502401_L16 2 0.000
#> HP1504101T2D_F22 2 0.502
#> HP1504101T2D_J2 2 1.000
#> HP1504101T2D_E1 2 1.000
#> HP1502401_A18 2 0.249
#> HP1504101T2D_A19 2 1.000
#> HP1504101T2D_G2 2 0.498
#> HP1504101T2D_J11 2 1.000
#> HP1504101T2D_K22 2 0.249
#> HP1502401_L12 2 0.000
#> HP1502401_A21 1 0.000
#> HP1504101T2D_E19 2 0.000
#> HP1502401_D23 1 0.000
#> HP1502401_E22 2 0.000
#> HP1502401_H2 2 0.249
#> HP1504101T2D_G17 2 0.249
#> HP1502401_N1 2 0.000
#> HP1504101T2D_N19 2 0.751
#> HP1504101T2D_I17 2 0.751
#> HP1502401_E7 2 0.502
#> HP1504101T2D_E11 2 0.000
#> HP1502401_H21 2 0.000
#> HP1502401_A9 1 0.000
#> HP1504101T2D_E18 2 0.000
#> HP1504101T2D_D7 2 0.751
#> HP1504101T2D_I13 1 0.000
#> HP1502401_B18 2 0.000
#> HP1502401_K9 2 0.751
#> HP1502401_G15 1 0.000
#> HP1502401_E16 2 0.000
#> HP1504101T2D_L21 2 0.751
#> HP1504101T2D_M17 1 1.000
#> HP1502401_D21 1 0.000
#> HP1504101T2D_N12 2 0.498
#> HP1502401_M4 2 0.000
#> HP1504101T2D_B16 2 0.000
#> HP1504101T2D_E23 2 0.751
#> HP1502401_G21 1 0.000
#> HP1502401_D7 2 0.000
#> HP1502401_G1 1 1.000
#> HP1504101T2D_L15 2 0.000
#> HP1504101T2D_D17 2 0.000
#> HP1504101T2D_A4 2 0.751
#> HP1502401_O21 2 0.000
#> HP1502401_M10 2 0.249
#> HP1504101T2D_C23 1 0.000
#> HP1504101T2D_H9 2 0.000
#> HP1504101T2D_A5 2 1.000
#> HP1504101T2D_K23 2 0.502
#> HP1502401_I7 2 0.000
#> HP1502401_C18 2 0.498
#> HP1502401_N6 1 0.000
#> HP1504101T2D_O19 1 0.000
#> HP1502401_O6 2 0.000
#> HP1502401_A8 1 0.000
#> HP1504101T2D_F6 1 0.000
#> HP1502401_L8 1 0.000
#> HP1502401_K24 2 0.000
#> HP1502401_J11 2 0.000
#> HP1502401_H4 2 0.751
#> HP1502401_L11 2 0.253
#> HP1502401_K3 2 0.000
#> HP1502401_C8 2 0.000
#> HP1504101T2D_B19 1 0.000
#> HP1504101T2D_I18 2 0.747
#> HP1502401_F22 2 0.000
#> HP1502401_I16 2 0.000
#> HP1502401_B17 2 0.751
#> HP1504101T2D_P2 2 1.000
#> HP1502401_N18 2 0.000
#> HP1504101T2D_N10 2 0.000
#> HP1504101T2D_I14 2 0.502
#> HP1504101T2D_F17 2 0.000
#> HP1502401_B24 2 0.000
#> HP1502401_C6 2 0.747
#> HP1504101T2D_G9 2 0.000
#> HP1502401_N12 2 0.000
#> HP1502401_M24 2 0.249
#> HP1504101T2D_E10 2 0.000
#> HP1504101T2D_P9 2 0.000
#> HP1504101T2D_G24 2 0.751
#> HP1504101T2D_F5 1 0.249
#> HP1504101T2D_D10 1 0.000
#> HP1502401_N4 2 0.000
#> HP1504101T2D_C2 1 0.000
#> HP1504101T2D_P16 1 0.000
#> HP1504101T2D_N14 1 0.000
#> HP1502401_E21 2 0.000
#> HP1502401_H6 2 0.000
#> HP1504101T2D_I6 2 0.249
#> HP1502401_E8 1 0.000
#> HP1502401_H10 1 0.000
#> HP1502401_J6 2 1.000
#> HP1502401_M7 2 0.000
#> HP1504101T2D_M21 2 1.000
#> HP1504101T2D_F11 2 0.249
#> HP1504101T2D_D19 2 0.751
#> HP1502401_O24 2 0.253
#> HP1502401_O12 1 0.498
#> HP1504101T2D_E24 2 1.000
#> HP1504101T2D_K4 2 0.498
#> HP1502401_I6 2 0.000
#> HP1504101T2D_N9 2 0.502
#> HP1502401_I3 1 0.000
#> HP1502401_C16 2 0.751
#> HP1504101T2D_M7 2 0.249
#> HP1502401_B20 2 0.000
#> HP1502401_K23 2 0.000
#> HP1502401_F18 2 0.000
#> HP1504101T2D_O4 2 0.000
#> HP1504101T2D_C19 1 0.000
#> HP1504101T2D_E4 2 0.000
#> HP1504101T2D_M14 1 0.000
#> HP1502401_A1 1 0.000
#> HP1502401_G4 2 0.751
#> HP1504101T2D_I16 2 0.253
#> HP1504101T2D_D1 1 0.502
#> HP1504101T2D_O6 2 0.751
#> HP1504101T2D_D18 2 0.751
#> HP1504101T2D_F2 2 0.249
#> HP1504101T2D_G6 1 0.249
#> HP1502401_D8 2 0.249
#> HP1504101T2D_E6 2 0.000
#> HP1504101T2D_B1 1 0.000
#> HP1504101T2D_I15 2 0.000
#> HP1504101T2D_P3 2 0.000
#> HP1502401_C2 1 0.000
#> HP1504101T2D_I10 2 0.751
#> HP1502401_B21 2 1.000
#> HP1502401_O19 1 0.000
#> HP1502401_C15 1 0.000
#> HP1504101T2D_E13 1 1.000
#> HP1502401_G19 1 0.000
#> HP1502401_D19 1 0.000
#> HP1502401_D3 2 0.000
#> HP1502401_B6 1 0.000
#> HP1502401_O18 2 0.000
#> HP1504101T2D_E14 2 0.000
#> HP1504101T2D_I9 1 0.000
#> HP1504101T2D_C18 2 0.751
#> HP1502401_G6 2 0.000
#> HP1504101T2D_B11 2 0.249
#> HP1504101T2D_C4 2 0.000
#> HP1504101T2D_C15 2 0.751
#> HP1504101T2D_K13 1 0.000
#> HP1502401_F12 2 0.000
#> HP1504101T2D_B20 1 1.000
#> HP1504101T2D_C22 2 0.498
#> HP1502401_C10 2 0.000
#> HP1502401_L7 2 0.000
#> HP1502401_F11 1 1.000
#> HP1502401_B22 2 0.000
#> HP1502401_M8 2 0.000
#> HP1502401_I2 2 0.000
#> HP1502401_G11 2 0.000
#> HP1502401_E19 2 0.000
#> HP1504101T2D_P24 2 1.000
#> HP1502401_A16 1 0.000
#> HP1502401_J10 2 0.249
#> HP1502401_L18 2 0.000
#> HP1504101T2D_D13 2 0.000
#> HP1502401_I9 2 0.000
#> HP1502401_D6 2 0.000
#> HP1504101T2D_F12 2 0.249
#> HP1504101T2D_C14 2 0.000
#> HP1504101T2D_J6 1 0.000
#> HP1504101T2D_H20 2 0.498
#> HP1504101T2D_E9 2 0.000
#> HP1504101T2D_N4 1 0.000
#> HP1502401_A4 2 1.000
#> HP1504101T2D_G12 2 0.502
#> HP1502401_K5 2 0.000
#> HP1502401_G12 2 0.249
#> HP1504101T2D_N13 2 0.249
#> HP1502401_D12 2 0.000
#> HP1502401_C4 2 0.249
#> HP1502401_K1 2 0.000
#> HP1504101T2D_P19 1 0.000
#> HP1502401_M2 2 0.000
#> HP1502401_J20 2 0.000
#> HP1502401_N23 2 0.000
#> HP1504101T2D_L8 2 0.498
#> HP1504101T2D_D14 1 0.000
#> HP1504101T2D_L9 1 0.000
#> HP1504101T2D_L7 2 0.000
#> HP1502401_O23 2 0.249
#> HP1502401_D22 2 0.000
#> HP1502401_B5 2 0.747
#> HP1504101T2D_H18 2 0.502
#> HP1502401_D4 2 0.498
#> HP1504101T2D_F18 2 0.751
#> HP1502401_E6 2 0.498
#> HP1502401_J18 2 0.253
#> HP1504101T2D_A10 2 0.000
#> HP1502401_J3 1 0.000
#> HP1504101T2D_P15 1 0.000
#> HP1502401_I5 1 0.000
#> HP1502401_E1 1 0.000
#> HP1502401_M1 2 0.000
#> HP1504101T2D_M20 1 0.000
#> HP1504101T2D_L17 1 0.249
#> HP1502401_B15 2 0.000
#> HP1502401_J4 2 0.000
#> HP1504101T2D_K6 1 0.000
#> HP1504101T2D_A7 1 0.000
#> HP1502401_A15 2 0.000
#> HP1504101T2D_H12 1 0.502
#> HP1504101T2D_H8 1 0.000
#> HP1502401_C23 1 0.000
#> HP1504101T2D_B17 2 0.498
#> HP1502401_K10 2 0.249
#> HP1502401_D10 2 0.253
#> HP1504101T2D_N20 2 0.000
#> HP1504101T2D_M24 2 0.000
#> HP1504101T2D_B3 2 0.000
#> HP1502401_D11 1 1.000
#> HP1502401_G2 1 0.000
#> HP1502401_A22 2 0.253
#> HP1504101T2D_N3 1 0.000
#> HP1502401_G20 2 0.751
#> HP1504101T2D_G7 1 0.000
#> HP1504101T2D_C12 2 0.000
#> HP1504101T2D_G22 2 0.751
#> HP1504101T2D_I19 2 0.000
#> HP1504101T2D_P17 2 0.249
#> HP1504101T2D_C9 2 0.000
#> HP1502401_D20 2 0.253
#> HP1504101T2D_P23 1 0.249
#> HP1502401_G7 2 0.502
#> HP1502401_H5 2 0.000
#> HP1504101T2D_B9 1 0.000
#> HP1502401_D16 2 0.000
#> HP1504101T2D_G14 2 0.502
#> HP1502401_A23 1 0.000
#> HP1504101T2D_G10 2 1.000
#> HP1504101T2D_M1 2 0.000
#> HP1504101T2D_J23 1 0.000
#> HP1502401_O15 1 0.000
#> HP1502401_N7 2 0.000
#> HP1504101T2D_A13 2 0.000
#> HP1502401_M19 2 0.498
#> HP1504101T2D_C11 2 0.498
#> HP1502401_F3 1 0.000
#> HP1502401_G17 1 0.000
#> HP1504101T2D_K12 2 0.249
#> HP1502401_J15 2 0.498
#> HP1504101T2D_D21 2 0.000
#> HP1504101T2D_G19 2 0.253
#> HP1502401_K6 2 0.253
#> HP1502401_E15 1 0.000
#> HP1504101T2D_M16 1 0.253
#> HP1502401_O9 1 1.000
#> HP1502401_K2 2 0.000
#> HP1504101T2D_B18 2 0.000
#> HP1504101T2D_M2 2 0.502
#> HP1502401_A19 1 0.000
#> HP1502401_O8 2 0.498
#> HP1504101T2D_L12 1 0.000
#> HP1504101T2D_M9 2 0.249
#> HP1504101T2D_J21 1 0.000
#> HP1502401_K16 2 0.000
#> HP1502401_E17 2 0.249
#> HP1502401_M23 2 0.000
#> HP1504101T2D_O14 2 0.000
#> HP1502401_N11 1 0.751
#> HP1502401_K8 1 0.249
#> HP1504101T2D_P22 2 0.498
#> HP1502401_J19 2 0.249
#> HP1502401_G3 2 0.000
#> HP1504101T2D_H6 2 0.249
#> HP1502401_I18 2 0.000
#> HP1504101T2D_P1 1 0.000
#> HP1502401_J7 2 0.000
#> HP1504101T2D_F23 1 0.000
#> HP1502401_L10 2 0.253
#> HP1504101T2D_M10 2 0.502
#> HP1502401_M12 2 0.000
#> HP1502401_I1 2 0.249
#> HP1502401_N9 2 0.000
#> HP1502401_F15 2 0.000
#> HP1504101T2D_A17 2 0.249
#> HP1504101T2D_L11 2 0.000
#> HP1504101T2D_E3 2 0.000
#> HP1502401_L22 2 0.000
#> HP1502401_O10 2 0.000
#> HP1502401_G8 2 0.000
#> HP1504101T2D_O15 1 0.000
#> HP1504101T2D_C5 1 0.000
#> HP1502401_M9 1 0.751
#> HP1504101T2D_O22 2 1.000
#> HP1504101T2D_E7 2 0.000
#> HP1504101T2D_M5 2 0.502
#> HP1504101T2D_K9 1 0.000
#> HP1502401_O11 1 0.000
#> HP1502401_A3 1 0.751
#> HP1504101T2D_O8 1 0.000
#> HP1502401_F5 1 0.000
#> HP1502401_K12 2 0.249
#> HP1504101T2D_K10 2 0.253
#> HP1504101T2D_B21 2 0.502
#> HP1504101T2D_C10 2 0.249
#> HP1502401_F2 1 0.000
#> HP1504101T2D_L16 1 0.000
#> HP1502401_D24 2 0.000
#> HP1504101T2D_N21 2 0.000
#> HP1502401_G22 2 0.000
#> HP1502401_I20 1 0.000
#> HP1502401_B1 2 0.000
#> HP1502401_B11 2 0.000
#> HP1502401_C12 2 0.000
#> HP1504101T2D_J7 2 0.498
#> HP1504101T2D_G3 2 0.000
#> HP1504101T2D_P10 1 0.000
#> HP1502401_B12 1 0.000
#> HP1504101T2D_H10 1 0.000
#> HP1504101T2D_B23 1 0.249
#> HP1504101T2D_A6 2 0.249
#> HP1504101T2D_I8 2 0.502
#> HP1504101T2D_J10 1 0.000
#> HP1504101T2D_J16 2 0.249
#> HP1504101T2D_C21 2 1.000
#> HP1502401_O4 2 0.498
#> HP1502401_F24 2 0.000
#> HP1504101T2D_M8 2 0.000
#> HP1504101T2D_J12 1 0.249
#> HP1502401_C9 1 0.000
#> HP1504101T2D_A1 1 0.000
#> HP1504101T2D_I21 1 0.000
#> HP1504101T2D_K8 2 0.000
#> HP1504101T2D_O18 1 0.000
#> HP1504101T2D_D24 2 0.751
#> HP1502401_B2 1 0.000
#> HP1504101T2D_H16 1 0.000
#> HP1504101T2D_L20 1 0.000
#> HP1502401_L15 2 0.249
#> HP1504101T2D_P21 2 0.000
#> HP1502401_L9 1 0.000
#> HP1502401_D9 1 0.000
#> HP1504101T2D_H19 1 0.000
#> HP1502401_A20 1 0.000
#> HP1502401_J16 1 1.000
#> HP1504101T2D_C7 1 0.000
#> HP1502401_J17 2 0.000
#> HP1502401_M3 2 0.751
#> HP1504101T2D_A9 1 0.000
#> HP1504101T2D_A12 2 1.000
#> HP1504101T2D_H13 1 1.000
#> HP1502401_E10 2 0.000
#> HP1504101T2D_A22 1 0.751
#> HP1504101T2D_O9 2 1.000
#> HP1504101T2D_F14 2 0.502
#> HP1504101T2D_J4 1 0.000
#> HP1504101T2D_J17 1 0.000
#> HP1504101T2D_N1 2 1.000
#> HP1504101T2D_K7 1 0.000
#> HP1504101T2D_C8 1 0.000
#> HP1504101T2D_H23 2 0.249
#> HP1502401_N10 2 0.000
#> HP1502401_G5 2 0.000
#> HP1502401_H20 2 0.000
#> HP1504101T2D_A3 1 0.000
#> HP1504101T2D_I23 2 0.502
#> HP1502401_O20 2 0.000
#> HP1504101T2D_D9 2 0.751
#> HP1504101T2D_B5 2 0.249
#> HP1504101T2D_G20 1 0.000
#> HP1504101T2D_L5 2 0.249
#> HP1504101T2D_M22 1 0.000
#> HP1502401_H24 2 0.249
#> HP1502401_G9 1 0.000
#> HP1502401_A6 2 0.000
#> HP1504101T2D_O20 2 0.000
#> HP1504101T2D_E15 2 1.000
#> HP1502401_O7 2 0.747
#> HP1502401_C22 1 0.000
#> HP1504101T2D_B7 2 0.253
#> HP1502401_E12 1 0.000
#> HP1502401_L4 2 0.000
#> HP1502401_C5 2 0.000
#> HP1504101T2D_L24 2 0.498
#> HP1504101T2D_B12 2 1.000
#> HP1504101T2D_N24 2 0.751
#> HP1502401_L24 1 0.000
#> HP1504101T2D_N18 1 0.000
#> HP1504101T2D_H2 2 0.249
#> HP1502401_A2 2 0.000
#> HP1502401_D2 2 1.000
#> HP1504101T2D_N22 2 0.249
#> HP1502401_O17 2 0.253
#> HP1504101T2D_O5 1 0.000
#> HP1504101T2D_E22 2 0.498
#> HP1504101T2D_E8 2 0.000
#> HP1502401_M6 2 0.000
#> HP1504101T2D_L1 2 0.502
#> HP1504101T2D_C20 2 1.000
#> HP1504101T2D_H17 2 0.502
#> HP1504101T2D_L4 2 0.498
#> HP1502401_F8 1 0.000
#> HP1504101T2D_P7 2 0.000
#> HP1502401_B9 1 0.000
#> HP1504101T2D_J14 2 0.498
#> HP1502401_M17 1 0.747
#> HP1504101T2D_O10 2 0.502
#> HP1504101T2D_D20 1 0.000
#> HP1502401_H12 2 0.000
#> HP1504101T2D_K3 1 0.000
#> HP1504101T2D_D4 1 0.000
#> HP1504101T2D_E21 2 1.000
#> HP1504101T2D_K20 2 1.000
#> HP1504101T2D_I22 2 0.000
#> HP1502401_F9 2 0.253
#> HP1504101T2D_M13 1 0.000
#> HP1504101T2D_H4 2 0.000
#> HP1502401_F16 2 0.000
#> HP1502401_M20 2 1.000
#> HP1504101T2D_K17 2 1.000
#> HP1504101T2D_L10 2 0.498
#> HP1504101T2D_I2 2 0.000
#> HP1504101T2D_K21 1 0.000
#> HP1504101T2D_J3 2 0.253
#> HP1502401_E23 2 0.000
#> HP1502401_A24 2 0.000
#> HP1504101T2D_F9 1 0.000
#> HP1502401_M11 2 0.249
#> HP1504101T2D_I11 1 0.249
#> HP1502401_I8 2 0.000
#> HP1504101T2D_H21 2 1.000
#> HP1504101T2D_A21 1 0.000
#> HP1502401_F23 2 1.000
#> HP1504101T2D_O3 2 0.253
#> HP1504101T2D_N2 2 0.000
#> HP1504101T2D_J20 2 1.000
#> HP1504101T2D_C6 1 0.751
#> HP1504101T2D_L3 2 0.747
#> HP1504101T2D_P11 2 0.000
#> HP1502401_E24 2 0.249
#> HP1504101T2D_J8 1 0.000
#> HP1504101T2D_G21 2 1.000
#> HP1502401_A5 1 0.000
#> HP1504101T2D_F3 2 0.000
#> HP1504101T2D_J1 2 0.249
#> HP1502401_N14 1 0.000
#> HP1502401_M21 2 0.249
#> HP1504101T2D_C3 1 0.000
#> HP1504101T2D_F1 2 0.751
#> HP1504101T2D_P4 1 0.000
#> HP1502401_I12 2 0.249
#> HP1504101T2D_P5 2 0.249
#> HP1502401_K21 2 0.498
#> HP1504101T2D_N8 2 1.000
#> HP1502401_I19 1 1.000
#> HP1502401_C20 2 0.000
#> HP1504101T2D_G23 2 0.000
#> HP1502401_H16 2 0.000
#> HP1502401_J24 2 0.000
#> HP1502401_C17 1 0.000
#> HP1504101T2D_E12 1 0.249
#> HP1504101T2D_A2 1 0.000
#> HP1504101T2D_K11 1 0.000
#> HP1504101T2D_D15 2 0.000
#> HP1504101T2D_E2 1 0.000
#> HP1504101T2D_D23 2 0.000
#> HP1504101T2D_N6 2 0.249
#> HP1504101T2D_N23 1 0.000
#> HP1502401_L20 2 1.000
#> HP1504101T2D_A16 1 0.000
#> HP1502401_E18 1 0.000
#> HP1504101T2D_O17 1 0.249
#> HP1502401_N20 2 0.502
#> HP1502401_E11 2 0.249
#> HP1502401_C24 1 0.000
#> HP1504101T2D_H1 2 0.000
#> HP1502401_K11 2 0.000
#> HP1502401_M16 2 0.000
#> HP1502401_E2 2 0.502
#> HP1504101T2D_D12 2 1.000
#> HP1504101T2D_H22 2 0.751
#> HP1504101T2D_M12 1 0.000
#> HP1502401_B10 2 0.253
#> HP1502401_F20 2 0.253
#> HP1504101T2D_D3 1 0.000
#> HP1504101T2D_B13 2 0.000
#> HP1504101T2D_F19 2 1.000
#> HP1504101T2D_F13 2 0.000
#> HP1502401_B16 2 0.000
#> HP1502401_C1 2 0.000
#> HP1502401_C21 2 0.000
#> HP1504101T2D_F21 1 0.000
#> HP1504101T2D_J9 2 0.000
#> HP1502401_I21 2 0.502
#> HP1504101T2D_K15 1 0.000
#> HP1504101T2D_H24 2 0.253
#> HP1502401_I17 1 0.000
#> HP1502401_C7 2 0.000
#> HP1504101T2D_F24 1 0.498
#> HP1504101T2D_P20 1 0.249
#> HP1504101T2D_B14 1 0.000
#> HP1502401_H19 2 0.000
#> HP1502401_F6 1 0.000
#> HP1502401_L1 2 0.498
#> HP1502401_F1 1 0.000
#> HP1502401_J2 2 0.249
#> HP1502401_C3 1 0.000
#> HP1504101T2D_E20 2 0.000
#> HP1504101T2D_H3 1 0.000
#> HP1502401_I24 2 1.000
#> HP1504101T2D_P12 2 0.502
#> HP1504101T2D_C16 2 0.498
#> HP1502401_N21 2 0.000
#> HP1502401_A10 2 0.000
#> HP1502401_M22 2 0.000
#> HP1502401_A17 2 0.000
#> HP1504101T2D_O2 1 0.000
#> HP1504101T2D_A8 2 0.751
#> HP1502401_J12 2 0.000
#> HP1504101T2D_A14 1 0.253
#> HP1504101T2D_I12 1 0.751
#> HP1504101T2D_H15 2 0.502
#> HP1504101T2D_J22 2 1.000
#> HP1502401_F21 2 0.000
#> HP1502401_H1 2 0.000
#> HP1504101T2D_O11 2 0.000
#> HP1504101T2D_M23 2 0.751
#> HP1502401_K7 1 0.000
#> HP1504101T2D_J5 2 0.249
#> HP1502401_I23 2 0.000
#> HP1504101T2D_G8 2 0.498
#> HP1504101T2D_K14 1 0.498
#> HP1502401_O3 2 0.751
#> HP1502401_F10 2 0.000
#> HP1502401_H18 2 0.000
#> HP1502401_E3 2 0.000
#> HP1504101T2D_J24 2 0.751
#> HP1502401_J9 1 0.000
#> HP1504101T2D_D5 2 0.000
#> HP1504101T2D_D11 2 0.000
#> HP1504101T2D_F4 1 0.000
#> HP1504101T2D_O23 2 0.498
#> HP1502401_N3 2 0.000
#> HP1504101T2D_L18 2 0.498
#> HP1504101T2D_F20 2 0.249
#> HP1502401_N16 2 0.253
#> HP1504101T2D_K18 2 0.498
#> HP1504101T2D_P18 2 0.751
#> HP1502401_E9 2 0.000
#> HP1504101T2D_M3 2 0.000
#> HP1504101T2D_G11 1 0.000
#> HP1504101T2D_L19 2 0.502
#> HP1504101T2D_G18 1 0.000
#> HP1504101T2D_N5 2 0.000
#> HP1502401_N19 2 0.000
#> HP1502401_B8 2 0.249
#> HP1502401_E20 2 1.000
#> HP1504101T2D_O1 1 0.000
#> HP1504101T2D_A23 2 0.751
#> HP1504101T2D_D6 2 0.249
#> HP1502401_K20 2 0.502
#> HP1502401_D15 1 0.000
#> HP1504101T2D_N16 2 0.253
#> HP1502401_B23 2 0.000
#> HP1504101T2D_O24 2 1.000
#> HP1502401_H9 1 0.000
#> HP1504101T2D_A18 2 0.000
#> HP1504101T2D_F16 2 0.498
#> HP1502401_I10 1 0.502
#> AZ_A1 1 0.000
#> AZ_A2 2 0.000
#> AZ_A3 1 0.498
#> AZ_B6 1 0.000
#> AZ_B9 2 0.000
#> AZ_B4 1 1.000
#> AZ_A6 2 0.000
#> AZ_C11 2 0.000
#> AZ_B10 2 0.000
#> AZ_A4 1 0.000
#> AZ_C10 2 0.000
#> AZ_A5 1 1.000
#> AZ_C12 1 0.000
#> AZ_B8 2 0.751
#> AZ_B1 2 0.000
#> AZ_A12 2 0.000
#> AZ_B7 1 0.751
#> AZ_C1 2 0.000
#> AZ_A9 1 1.000
#> AZ_A8 2 0.000
#> AZ_A11 2 0.751
#> AZ_C2 2 1.000
#> AZ_B11 2 1.000
#> AZ_B12 2 0.000
#> AZ_B2 2 0.000
#> AZ_B3 2 1.000
#> AZ_A7 2 0.000
#> AZ_A10 2 0.000
#> AZ_C3 2 0.000
#> AZ_B5 2 0.751
#> AZ_E12 2 0.000
#> AZ_G12 1 0.000
#> AZ_F10 1 0.000
#> AZ_H4 1 1.000
#> AZ_D3 2 0.498
#> AZ_E4 2 0.000
#> AZ_G6 2 0.249
#> AZ_H5 2 0.000
#> AZ_G4 2 0.000
#> AZ_E10 1 0.000
#> AZ_G10 2 0.000
#> AZ_D6 2 0.498
#> AZ_H1 2 0.000
#> AZ_G3 2 0.000
#> AZ_H11 2 0.000
#> AZ_D9 2 0.000
#> AZ_D5 2 0.000
#> AZ_H8 1 0.000
#> AZ_G11 1 0.000
#> AZ_F3 1 0.751
#> AZ_G5 2 0.000
#> AZ_H2 2 0.253
#> AZ_E11 1 0.000
#> AZ_E2 2 0.249
#> AZ_H10 2 0.253
#> AZ_F6 2 1.000
#> AZ_G7 1 0.000
#> AZ_F5 2 0.502
#> AZ_G9 1 0.000
#> AZ_D8 2 0.498
#> AZ_E3 2 0.000
#> AZ_D10 1 0.502
#> AZ_E7 2 0.502
#> AZ_E1 1 0.000
#> AZ_G2 2 0.000
#> AZ_H6 2 0.000
#> AZ_F9 2 0.249
#> AZ_C8 2 0.000
#> AZ_C7 1 0.253
#> AZ_H12 2 0.000
#> AZ_H7 1 0.000
#> AZ_D1 1 0.000
#> AZ_E5 2 0.000
#> AZ_D12 2 0.000
#> AZ_F4 2 0.000
#> AZ_F7 2 0.502
#> AZ_G8 1 0.000
#> AZ_H3 1 0.498
#> AZ_F12 1 0.000
#> AZ_C4 2 0.000
#> AZ_C5 2 0.253
#> AZ_D7 2 0.000
#> AZ_D4 2 0.751
#> AZ_F2 2 0.000
#> AZ_D11 1 0.000
#> AZ_E8 2 0.502
#> AZ_F1 2 0.751
#> AZ_F8 2 0.249
#> AZ_C9 2 1.000
#> AZ_G1 2 0.000
#> AZ_F11 1 1.000
#> AZ_C6 1 0.000
#> AZ_E9 2 0.498
#> AZ_H9 2 0.000
#> AZ_D2 2 0.000
#> AZ_E6 1 0.000
#> HP1508501T2D_E3 1 0.502
#> HP1508501T2D_C1 1 0.000
#> HP1508501T2D_O2 1 0.000
#> HP1508501T2D_E2 1 0.253
#> HP1508501T2D_M2 1 0.000
#> HP1508501T2D_C3 1 0.000
#> HP1508501T2D_M1 2 0.502
#> HP1508501T2D_A2 1 0.000
#> HP1508501T2D_K2 2 0.249
#> HP1508501T2D_A1 1 0.000
#> HP1508501T2D_E1 2 1.000
#> HP1508501T2D_A3 2 1.000
#> HP1508501T2D_I2 2 1.000
#> HP1508501T2D_O1 2 1.000
#> HP1508501T2D_G2 2 0.751
#> HP1508501T2D_I1 2 0.751
#> HP1508501T2D_C2 2 1.000
#> HP1508501T2D_K1 2 0.253
#> HP1508501T2D_G3 2 1.000
#> HP1508501T2D_G1 2 0.498
#> HP1508501T2D_D23 1 0.000
#> HP1508501T2D_C20 2 1.000
#> HP1508501T2D_M9 2 0.747
#> HP1508501T2D_L13 2 1.000
#> HP1508501T2D_K13 1 0.000
#> HP1508501T2D_O4 2 0.249
#> HP1508501T2D_N1 2 1.000
#> HP1508501T2D_P7 2 1.000
#> HP1508501T2D_N14 1 0.000
#> HP1508501T2D_B15 2 1.000
#> HP1508501T2D_D2 2 0.000
#> HP1508501T2D_D20 1 0.502
#> HP1508501T2D_I5 1 0.751
#> HP1508501T2D_H11 2 0.747
#> HP1508501T2D_E24 2 0.747
#> HP1508501T2D_B18 2 1.000
#> HP1508501T2D_G15 2 1.000
#> HP1508501T2D_M20 2 0.498
#> HP1508501T2D_C6 1 0.249
#> HP1508501T2D_B23 2 1.000
#> HP1508501T2D_K11 1 0.000
#> HP1508501T2D_A8 2 0.751
#> HP1508501T2D_J21 2 1.000
#> HP1508501T2D_A13 2 0.751
#> HP1508501T2D_O3 2 0.502
#> HP1508501T2D_F3 2 1.000
#> HP1508501T2D_M17 2 1.000
#> HP1508501T2D_I15 2 1.000
#> HP1508501T2D_E6 2 0.498
#> HP1508501T2D_E14 2 0.747
#> HP1508501T2D_G16 1 0.000
#> HP1508501T2D_M19 2 0.000
#> HP1508501T2D_D17 2 1.000
#> HP1508501T2D_L18 2 0.751
#> HP1508501T2D_A23 2 0.249
#> HP1508501T2D_M3 2 1.000
#> HP1508501T2D_L20 2 0.000
#> HP1508501T2D_L8 1 0.249
#> HP1508501T2D_F17 2 0.747
#> HP1508501T2D_L19 1 0.000
#> HP1508501T2D_A10 2 1.000
#> HP1508501T2D_H24 1 0.000
#> HP1508501T2D_D7 1 0.000
#> HP1508501T2D_P14 2 1.000
#> HP1508501T2D_O21 1 0.000
#> HP1508501T2D_I24 2 1.000
#> HP1508501T2D_L12 1 0.000
#> HP1508501T2D_H22 2 0.751
#> HP1508501T2D_I20 2 1.000
#> HP1508501T2D_F4 2 1.000
#> HP1508501T2D_F12 2 1.000
#> HP1508501T2D_P10 1 0.000
#> HP1508501T2D_N9 2 0.000
#> HP1508501T2D_H5 2 1.000
#> HP1508501T2D_A19 2 1.000
#> HP1508501T2D_B9 1 0.000
#> HP1508501T2D_H2 2 0.751
#> HP1508501T2D_J23 2 0.751
#> HP1508501T2D_A20 1 0.000
#> HP1508501T2D_P24 1 0.000
#> HP1508501T2D_G7 1 0.000
#> HP1508501T2D_B17 2 1.000
#> HP1508501T2D_A6 1 0.000
#> HP1508501T2D_D5 2 1.000
#> HP1508501T2D_H8 1 0.000
#> HP1508501T2D_K8 1 0.000
#> HP1508501T2D_I3 2 1.000
#> HP1508501T2D_I8 2 1.000
#> HP1508501T2D_L6 2 0.498
#> HP1508501T2D_B5 2 0.000
#> HP1508501T2D_C14 2 0.498
#> HP1508501T2D_J11 2 1.000
#> HP1508501T2D_F16 2 1.000
#> HP1508501T2D_L7 2 0.747
#> HP1508501T2D_O16 1 0.000
#> HP1508501T2D_L14 2 1.000
#> HP1508501T2D_N7 2 1.000
#> HP1508501T2D_M15 2 0.751
#> HP1508501T2D_O24 1 0.000
#> HP1508501T2D_K22 2 1.000
#> HP1508501T2D_H17 2 1.000
#> HP1508501T2D_G10 2 1.000
#> HP1508501T2D_M22 2 1.000
#> HP1508501T2D_M24 1 0.000
#> HP1508501T2D_N13 2 1.000
#> HP1508501T2D_F14 2 0.000
#> HP1508501T2D_D6 2 0.000
#> HP1508501T2D_G9 1 0.502
#> HP1508501T2D_E12 2 1.000
#> HP1508501T2D_J10 1 0.000
#> HP1508501T2D_C7 1 0.498
#> HP1508501T2D_P3 2 1.000
#> HP1508501T2D_H20 1 0.000
#> HP1508501T2D_H4 2 1.000
#> HP1508501T2D_E18 2 1.000
#> HP1508501T2D_G11 2 1.000
#> HP1508501T2D_I6 1 0.249
#> HP1508501T2D_P11 2 1.000
#> HP1508501T2D_L16 2 0.751
#> HP1508501T2D_N3 1 0.000
#> HP1508501T2D_P9 2 1.000
#> HP1508501T2D_F8 2 1.000
#> HP1508501T2D_O14 2 0.249
#> HP1508501T2D_D1 2 0.000
#> HP1508501T2D_A22 1 0.000
#> HP1508501T2D_L10 2 1.000
#> HP1508501T2D_F13 1 0.000
#> HP1508501T2D_N24 2 1.000
#> HP1508501T2D_O7 2 0.502
#> HP1508501T2D_P17 1 0.000
#> HP1508501T2D_C9 2 0.751
#> HP1508501T2D_K21 2 1.000
#> HP1508501T2D_O15 1 0.000
#> HP1508501T2D_F22 1 0.751
#> HP1508501T2D_H1 1 0.000
#> HP1508501T2D_H6 2 1.000
#> HP1508501T2D_E15 2 0.502
#> HP1508501T2D_J9 2 1.000
#> HP1508501T2D_N19 1 0.747
#> HP1508501T2D_B11 2 0.498
#> HP1508501T2D_B19 1 1.000
#> HP1508501T2D_E10 2 1.000
#> HP1508501T2D_I18 2 1.000
#> HP1508501T2D_M11 1 0.249
#> HP1508501T2D_B21 2 1.000
#> HP1508501T2D_N17 2 0.751
#> HP1508501T2D_G12 2 0.751
#> HP1508501T2D_C13 2 0.249
#> HP1508501T2D_L3 1 0.000
#> HP1508501T2D_E22 2 1.000
#> HP1508501T2D_A24 2 1.000
#> HP1508501T2D_K16 2 0.751
#> HP1508501T2D_P5 1 0.253
#> HP1508501T2D_N20 2 0.000
#> HP1508501T2D_M4 2 1.000
#> HP1508501T2D_N2 2 1.000
#> HP1508501T2D_K18 2 0.249
#> HP1508501T2D_B8 2 0.751
#> HP1508501T2D_N22 2 0.498
#> HP1508501T2D_I16 2 1.000
#> HP1508501T2D_C24 2 1.000
#> HP1508501T2D_H13 2 1.000
#> HP1508501T2D_M7 2 0.751
#> HP1508501T2D_A16 1 0.000
#> HP1508501T2D_L21 2 0.498
#> HP1508501T2D_G19 2 1.000
#> HP1508501T2D_F1 2 0.000
#> HP1508501T2D_P15 1 0.000
#> HP1508501T2D_E7 2 0.253
#> HP1508501T2D_I11 2 1.000
#> HP1508501T2D_K7 2 1.000
#> HP1508501T2D_O9 2 1.000
#> HP1508501T2D_H12 2 0.249
#> HP1508501T2D_K4 2 1.000
#> HP1508501T2D_I17 2 1.000
#> HP1508501T2D_P18 1 0.000
#> HP1508501T2D_O13 2 0.751
#> HP1508501T2D_H18 2 1.000
#> HP1508501T2D_M16 2 0.000
#> HP1508501T2D_O18 1 0.000
#> HP1508501T2D_L4 1 0.000
#> HP1508501T2D_P21 1 0.000
#> HP1508501T2D_H3 2 1.000
#> HP1508501T2D_C10 2 1.000
#> HP1508501T2D_F10 1 0.000
#> HP1508501T2D_L11 2 0.249
#> HP1508501T2D_B20 2 0.000
#> HP1508501T2D_B4 2 0.502
#> HP1508501T2D_J17 2 1.000
#> HP1508501T2D_C23 2 1.000
#> HP1508501T2D_K17 2 0.751
#> HP1508501T2D_G14 2 0.751
#> HP1508501T2D_D3 2 1.000
#> HP1508501T2D_L22 1 0.000
#> HP1508501T2D_K20 2 0.502
#> HP1508501T2D_L1 1 0.000
#> HP1508501T2D_D16 2 0.498
#> HP1508501T2D_G24 2 1.000
#> HP1508501T2D_B10 2 1.000
#> HP1508501T2D_J13 2 1.000
#> HP1508501T2D_P8 2 1.000
#> HP1508501T2D_N18 2 1.000
#> HP1508501T2D_G5 1 0.000
#> HP1508501T2D_M18 2 1.000
#> HP1508501T2D_B2 1 0.000
#> HP1508501T2D_P22 1 0.000
#> HP1508501T2D_A7 1 0.751
#> HP1508501T2D_C22 1 0.000
#> HP1508501T2D_I22 2 0.000
#> HP1508501T2D_O10 1 0.498
#> HP1508501T2D_P23 1 0.000
#> HP1508501T2D_G20 2 0.502
#> HP1508501T2D_K12 2 1.000
#> HP1508501T2D_J20 2 1.000
#> HP1508501T2D_K5 1 0.000
#> HP1508501T2D_K6 2 0.751
#> HP1508501T2D_P12 1 0.253
#> HP1508501T2D_J4 2 1.000
#> HP1508501T2D_M14 2 1.000
#> HP1508501T2D_B1 1 0.000
#> HP1508501T2D_F21 2 0.751
#> HP1508501T2D_C19 2 0.000
#> HP1508501T2D_E8 2 1.000
#> HP1508501T2D_G8 1 0.000
#> HP1508501T2D_F19 1 0.253
#> HP1508501T2D_I23 2 0.751
#> HP1508501T2D_M8 2 1.000
#> HP1508501T2D_A5 1 0.000
#> HP1508501T2D_E17 2 0.502
#> HP1508501T2D_B22 2 0.498
#> HP1508501T2D_F7 2 1.000
#> HP1508501T2D_E19 2 1.000
#> HP1508501T2D_J7 1 0.000
#> HP1508501T2D_H16 2 1.000
#> HP1508501T2D_J12 2 1.000
#> HP1508501T2D_H9 1 0.249
#> HP1508501T2D_O22 1 0.000
#> HP1508501T2D_F9 2 0.000
#> HP1508501T2D_G17 2 1.000
#> HP1508501T2D_F15 2 0.502
#> HP1508501T2D_C21 1 0.498
#> HP1508501T2D_C15 2 1.000
#> HP1508501T2D_N4 2 1.000
#> HP1508501T2D_I10 2 1.000
#> HP1508501T2D_I14 2 0.747
#> HP1508501T2D_N15 2 0.502
#> HP1508501T2D_L23 2 0.000
#> HP1508501T2D_J3 2 0.747
#> HP1508501T2D_B24 2 0.000
#> HP1508501T2D_E4 2 0.751
#> HP1508501T2D_G21 1 0.751
#> HP1508501T2D_H23 2 1.000
#> HP1508501T2D_L2 2 0.751
#> HP1508501T2D_D9 2 1.000
#> HP1508501T2D_D21 2 1.000
#> HP1508501T2D_L15 2 1.000
#> HP1508501T2D_G18 2 1.000
#> HP1508501T2D_N16 1 0.000
#> HP1508501T2D_O5 1 0.000
#> HP1508501T2D_E23 2 1.000
#> HP1508501T2D_D14 2 1.000
#> HP1508501T2D_B6 1 0.000
#> HP1508501T2D_O8 2 0.751
#> HP1508501T2D_D24 2 1.000
#> HP1508501T2D_C12 2 0.751
#> HP1508501T2D_K15 2 0.751
#> HP1508501T2D_J22 2 0.253
#> HP1508501T2D_F18 2 0.751
#> HP1508501T2D_N23 2 0.498
#> HP1508501T2D_A17 2 1.000
#> HP1508501T2D_L24 2 1.000
#> HP1508501T2D_C11 2 1.000
#> HP1508501T2D_A9 1 0.000
#> HP1508501T2D_I9 1 0.000
#> HP1508501T2D_P2 2 1.000
#> HP1508501T2D_C8 2 1.000
#> HP1508501T2D_D13 2 1.000
#> HP1508501T2D_O20 1 0.000
#> HP1508501T2D_D12 1 0.000
#> HP1508501T2D_F5 1 1.000
#> HP1508501T2D_A4 1 0.000
#> HP1508501T2D_L17 2 1.000
#> HP1508501T2D_D15 2 1.000
#> HP1508501T2D_C5 1 0.000
#> HP1508501T2D_B7 1 0.000
#> HP1508501T2D_B14 2 1.000
#> HP1508501T2D_F11 2 1.000
#> HP1508501T2D_C16 2 0.249
#> HP1508501T2D_F24 1 0.000
#> HP1508501T2D_C18 2 1.000
#> HP1508501T2D_O17 1 0.000
#> HP1508501T2D_O12 2 0.502
#> HP1508501T2D_J14 2 1.000
#> HP1508501T2D_G6 2 0.498
#> HP1508501T2D_L5 2 1.000
#> HP1508501T2D_M23 2 0.000
#> HP1508501T2D_K10 1 0.000
#> HP1508501T2D_J5 2 1.000
#> HP1508501T2D_N10 2 1.000
#> HP1508501T2D_K23 2 0.751
#> HP1508501T2D_P1 2 1.000
#> HP1508501T2D_F6 1 0.000
#> HP1508501T2D_N11 2 0.751
#> HP1508501T2D_F23 1 0.751
#> HP1508501T2D_K24 2 0.000
#> HP1508501T2D_D11 1 0.498
#> HP1508501T2D_M12 2 1.000
#> HP1508501T2D_I4 2 0.751
#> HP1508501T2D_K19 2 1.000
#> HP1508501T2D_N6 2 1.000
#> HP1508501T2D_I19 2 1.000
#> HP1508501T2D_J6 2 1.000
#> HP1508501T2D_B12 2 1.000
#> HP1508501T2D_B13 1 0.000
#> HP1508501T2D_K14 2 1.000
#> HP1508501T2D_N5 1 1.000
#> HP1508501T2D_D4 1 0.000
#> HP1508501T2D_A21 1 0.000
#> HP1508501T2D_J16 2 1.000
#> HP1508501T2D_H10 2 0.000
#> HP1508501T2D_M13 1 0.000
#> HP1508501T2D_M5 2 0.502
#> HP1508501T2D_H21 2 1.000
#> HP1508501T2D_D18 2 0.751
#> HP1508501T2D_G13 2 1.000
#> HP1508501T2D_N21 2 1.000
#> HP1508501T2D_F2 2 0.747
#> HP1508501T2D_E20 2 1.000
#> HP1508501T2D_J2 2 1.000
#> HP1508501T2D_J8 2 1.000
#> HP1508501T2D_O19 1 0.000
#> HP1508501T2D_P6 2 0.747
#> HP1508501T2D_P19 1 0.000
#> HP1508501T2D_C4 2 1.000
#> HP1508501T2D_O6 1 0.249
#> HP1508501T2D_E5 1 0.000
#> HP1508501T2D_H15 2 0.249
#> HP1508501T2D_G23 2 0.751
#> HP1508501T2D_A14 2 1.000
#> HP1508501T2D_I7 2 0.751
#> HP1508501T2D_A12 2 1.000
#> HP1508501T2D_O11 2 0.751
#> HP1508501T2D_B3 2 1.000
#> HP1508501T2D_A15 2 0.498
#> HP1508501T2D_I12 2 0.751
#> HP1508501T2D_J1 2 1.000
#> HP1508501T2D_M10 2 1.000
#> HP1508501T2D_A11 2 0.751
#> HP1508501T2D_H14 2 0.000
#> HP1508501T2D_D19 1 0.000
#> HP1508501T2D_K9 2 0.249
#> HP1508501T2D_E21 1 0.000
#> HP1508501T2D_J24 2 0.502
#> HP1508501T2D_N12 1 0.000
#> HP1508501T2D_H7 1 0.000
#> HP1508501T2D_J18 2 0.498
#> HP1508501T2D_E11 2 1.000
#> HP1508501T2D_F20 2 1.000
#> HP1508501T2D_G4 2 1.000
#> HP1508501T2D_J19 1 1.000
#> HP1508501T2D_I13 2 0.751
#> HP1508501T2D_D8 2 1.000
#> HP1508501T2D_L9 2 0.502
#> HP1508501T2D_O23 1 0.000
#> HP1508501T2D_M6 1 0.747
#> HP1508501T2D_A18 1 0.000
#> HP1508501T2D_E9 2 1.000
#> HP1508501T2D_C17 1 1.000
#> HP1508501T2D_D22 2 0.249
#> HP1508501T2D_E16 1 0.249
#> HP1508501T2D_D10 2 1.000
#> HP1508501T2D_B16 2 0.747
#> HP1508501T2D_G22 2 1.000
#> HP1508501T2D_E13 2 1.000
#> HP1508501T2D_I21 2 0.502
#> HP1508501T2D_H19 1 0.502
#> HP1508501T2D_P20 1 0.000
#> HP1508501T2D_M21 1 0.000
#> HP1508501T2D_P16 1 0.000
#> HP1508501T2D_K3 2 1.000
#> HP1508501T2D_N8 2 0.751
#> HP1508501T2D_J15 2 0.253
#> HP1506401_E1 1 0.000
#> HP1506401_A3 1 0.000
#> HP1506401_A2 1 0.000
#> HP1506401_I2 2 0.498
#> HP1506401_O1 1 0.000
#> HP1506401_E2 1 0.000
#> HP1506401_C2 1 0.000
#> HP1506401_M2 1 0.000
#> HP1506401_G3 1 0.751
#> HP1506401_A1 1 0.000
#> HP1506401_C1 1 0.000
#> HP1506401_K1 2 0.751
#> HP1506401_I1 2 1.000
#> HP1506401_G2 2 0.249
#> HP1506401_C3 1 0.000
#> HP1506401_K2 2 1.000
#> HP1506401_M1 2 1.000
#> HP1506401_E3 1 0.000
#> HP1506401_G1 2 1.000
#> HP1506401_O2 2 0.249
#> HP1506401_M9 1 0.000
#> HP1506401_E10 1 0.000
#> HP1506401_D14 2 0.751
#> HP1506401_A9 2 0.502
#> HP1506401_K10 1 0.000
#> HP1506401_N6 1 0.000
#> HP1506401_B22 2 1.000
#> HP1506401_N10 2 1.000
#> HP1506401_D15 2 1.000
#> HP1506401_N7 1 0.253
#> HP1506401_D21 1 0.502
#> HP1506401_J9 2 1.000
#> HP1506401_F7 1 0.502
#> HP1506401_E7 1 0.000
#> HP1506401_K12 2 1.000
#> HP1506401_N1 2 0.502
#> HP1506401_C18 1 0.253
#> HP1506401_G14 2 1.000
#> HP1506401_O16 2 1.000
#> HP1506401_D3 2 1.000
#> HP1506401_E23 2 1.000
#> HP1506401_G21 2 0.502
#> HP1506401_B17 2 1.000
#> HP1506401_N9 2 1.000
#> HP1506401_J5 2 0.253
#> HP1506401_C9 2 0.502
#> HP1506401_J19 1 0.000
#> HP1506401_C14 1 0.000
#> HP1506401_L12 1 0.000
#> HP1506401_C21 1 0.253
#> HP1506401_B7 1 0.000
#> HP1506401_L19 1 0.249
#> HP1506401_M16 2 0.249
#> HP1506401_H15 2 1.000
#> HP1506401_A18 1 0.000
#> HP1506401_C19 1 0.000
#> HP1506401_P8 1 0.000
#> HP1506401_C12 1 0.498
#> HP1506401_H16 2 1.000
#> HP1506401_A19 1 0.000
#> HP1506401_C24 2 1.000
#> HP1506401_E6 2 0.751
#> HP1506401_F6 1 0.000
#> HP1506401_N21 1 0.253
#> HP1506401_O19 1 0.000
#> HP1506401_I14 2 0.747
#> HP1506401_M15 1 0.000
#> HP1506401_N18 1 0.249
#> HP1506401_J2 2 1.000
#> HP1506401_N12 1 0.000
#> HP1506401_M13 1 0.000
#> HP1506401_K13 1 0.000
#> HP1506401_F13 2 1.000
#> HP1506401_I5 1 0.000
#> HP1506401_B1 2 1.000
#> HP1506401_A13 1 1.000
#> HP1506401_H4 2 1.000
#> HP1506401_I15 2 1.000
#> HP1506401_O4 2 0.751
#> HP1506401_K5 1 0.000
#> HP1506401_M3 1 0.000
#> HP1506401_L7 2 0.751
#> HP1506401_O5 1 0.249
#> HP1506401_J13 1 0.000
#> HP1506401_J18 1 0.000
#> HP1506401_A8 1 0.000
#> HP1506401_D24 2 1.000
#> HP1506401_L21 2 0.751
#> HP1506401_J24 2 1.000
#> HP1506401_E22 1 0.000
#> HP1506401_G8 2 1.000
#> HP1506401_F12 2 1.000
#> HP1506401_J6 2 1.000
#> HP1506401_H12 2 1.000
#> HP1506401_O13 1 0.000
#> HP1506401_N8 1 0.000
#> HP1506401_N5 2 1.000
#> HP1506401_I24 2 0.000
#> HP1506401_E20 1 0.502
#> HP1506401_F24 2 1.000
#> HP1506401_F8 2 1.000
#> HP1506401_N2 1 0.000
#> HP1506401_F16 2 1.000
#> HP1506401_F21 1 0.249
#> HP1506401_M18 2 1.000
#> HP1506401_I13 2 1.000
#> HP1506401_J8 2 0.498
#> HP1506401_G7 1 0.000
#> HP1506401_K17 2 1.000
#> HP1506401_O24 2 1.000
#> HP1506401_C10 1 0.000
#> HP1506401_L18 2 0.751
#> HP1506401_M22 1 0.000
#> HP1506401_H18 2 1.000
#> HP1506401_F2 2 0.751
#> HP1506401_A5 2 0.747
#> HP1506401_N20 2 1.000
#> HP1506401_M20 1 0.000
#> HP1506401_M4 2 1.000
#> HP1506401_J3 2 1.000
#> HP1506401_O9 1 0.000
#> HP1506401_K18 1 0.502
#> HP1506401_N16 2 0.249
#> HP1506401_M5 1 0.000
#> HP1506401_L22 1 0.249
#> HP1506401_M23 1 0.000
#> HP1506401_A10 1 0.000
#> HP1506401_D8 2 0.751
#> HP1506401_H7 2 1.000
#> HP1506401_M21 2 1.000
#> HP1506401_E15 2 1.000
#> HP1506401_P11 2 0.000
#> HP1506401_L10 2 0.502
#> HP1506401_I7 1 0.000
#> HP1506401_N24 2 1.000
#> HP1506401_P5 2 0.751
#> HP1506401_B12 1 0.000
#> HP1506401_D6 1 0.000
#> HP1506401_O20 1 0.000
#> HP1506401_E12 2 1.000
#> HP1506401_B4 2 1.000
#> HP1506401_P24 1 0.000
#> HP1506401_D10 1 0.751
#> HP1506401_L20 2 1.000
#> HP1506401_P20 2 1.000
#> HP1506401_C17 2 1.000
#> HP1506401_F1 1 0.000
#> HP1506401_M19 2 1.000
#> HP1506401_D5 1 0.000
#> HP1506401_J7 2 1.000
#> HP1506401_J23 2 1.000
#> HP1506401_D2 2 1.000
#> HP1506401_D16 1 0.000
#> HP1506401_D23 2 0.751
#> HP1506401_G18 2 1.000
#> HP1506401_J17 2 1.000
#> HP1506401_B2 1 0.000
#> HP1506401_B5 2 1.000
#> HP1506401_K6 2 1.000
#> HP1506401_E17 2 1.000
#> HP1506401_N4 2 1.000
#> HP1506401_G19 2 0.751
#> HP1506401_O17 1 0.000
#> HP1506401_O21 2 1.000
#> HP1506401_A22 1 0.000
#> HP1506401_H14 2 0.751
#> HP1506401_L9 2 0.751
#> HP1506401_B21 1 0.000
#> HP1506401_K23 2 0.747
#> HP1506401_F15 1 0.000
#> HP1506401_H20 1 0.000
#> HP1506401_L4 2 1.000
#> HP1506401_E18 2 1.000
#> HP1506401_K24 1 0.000
#> HP1506401_L13 2 1.000
#> HP1506401_G4 2 1.000
#> HP1506401_I17 2 1.000
#> HP1506401_H6 2 0.502
#> HP1506401_O23 2 1.000
#> HP1506401_H11 2 0.747
#> HP1506401_H8 1 0.000
#> HP1506401_F10 2 0.751
#> HP1506401_O15 1 0.000
#> HP1506401_I4 2 1.000
#> HP1506401_I23 2 1.000
#> HP1506401_F18 2 1.000
#> HP1506401_D17 2 1.000
#> HP1506401_O10 2 1.000
#> HP1506401_J10 1 0.000
#> HP1506401_P22 2 0.249
#> HP1506401_J4 2 1.000
#> HP1506401_D12 2 1.000
#> HP1506401_O8 2 0.000
#> HP1506401_C15 1 0.000
#> HP1506401_B14 2 1.000
#> HP1506401_D11 1 0.000
#> HP1506401_E5 1 0.000
#> HP1506401_P17 1 0.249
#> HP1506401_C4 2 1.000
#> HP1506401_I20 1 0.000
#> HP1506401_B16 2 1.000
#> HP1506401_I21 2 1.000
#> HP1506401_I6 2 1.000
#> HP1506401_F14 2 0.747
#> HP1506401_P19 1 0.253
#> HP1506401_O14 1 0.502
#> HP1506401_H21 1 0.000
#> HP1506401_K22 1 0.000
#> HP1506401_F19 2 0.747
#> HP1506401_N19 1 0.249
#> HP1506401_I9 1 0.000
#> HP1506401_G9 1 0.249
#> HP1506401_K15 1 0.000
#> HP1506401_O6 2 0.747
#> HP1506401_A20 1 0.502
#> HP1506401_A21 2 1.000
#> HP1506401_L14 2 1.000
#> HP1506401_C20 1 0.000
#> HP1506401_P18 1 0.000
#> HP1506401_H17 1 0.249
#> HP1506401_L1 2 0.000
#> HP1506401_C13 2 1.000
#> HP1506401_A15 1 0.000
#> HP1506401_P7 1 0.000
#> HP1506401_O7 2 1.000
#> HP1506401_G20 1 0.000
#> HP1506401_C11 1 0.000
#> HP1506401_A4 2 0.498
#> HP1506401_D9 2 1.000
#> HP1506401_P1 2 0.498
#> HP1506401_O3 2 1.000
#> HP1506401_L17 2 1.000
#> HP1506401_A16 1 0.000
#> HP1506401_H13 2 1.000
#> HP1506401_K14 2 1.000
#> HP1506401_K8 1 0.000
#> HP1506401_L15 1 0.000
#> HP1506401_O11 2 1.000
#> HP1506401_J20 2 1.000
#> HP1506401_A23 1 0.000
#> HP1506401_I11 2 1.000
#> HP1506401_M17 1 0.000
#> HP1506401_C5 2 0.751
#> HP1506401_L5 1 0.498
#> HP1506401_G17 1 0.000
#> HP1506401_P15 1 0.000
#> HP1506401_P12 2 1.000
#> HP1506401_J14 2 0.751
#> HP1506401_N15 2 0.751
#> HP1506401_E16 2 1.000
#> HP1506401_P21 2 0.502
#> HP1506401_F11 2 0.498
#> HP1506401_O18 2 1.000
#> HP1506401_H2 2 0.000
#> HP1506401_K19 2 0.751
#> HP1506401_D4 1 0.000
#> HP1506401_B10 1 0.000
#> HP1506401_G15 2 1.000
#> HP1506401_F22 2 1.000
#> HP1506401_F5 2 1.000
#> HP1506401_H5 1 0.000
#> HP1506401_P6 1 0.000
#> HP1506401_C16 2 0.502
#> HP1506401_K4 2 0.000
#> HP1506401_L6 1 0.000
#> HP1506401_L3 2 1.000
#> HP1506401_H10 1 0.000
#> HP1506401_N11 1 0.502
#> HP1506401_F23 2 1.000
#> HP1506401_B9 1 0.000
#> HP1506401_K20 1 0.000
#> HP1506401_P3 2 0.747
#> HP1506401_I8 2 1.000
#> HP1506401_C6 1 0.000
#> HP1506401_L24 1 0.000
#> HP1506401_A24 2 1.000
#> HP1506401_A7 2 1.000
#> HP1506401_G5 2 1.000
#> HP1506401_K21 2 1.000
#> HP1506401_G11 2 1.000
#> HP1506401_P9 2 0.000
#> HP1506401_B15 2 0.498
#> HP1506401_K16 2 0.502
#> HP1506401_M8 2 0.498
#> HP1506401_H24 1 0.000
#> HP1506401_A6 2 1.000
#> HP1506401_N13 1 0.000
#> HP1506401_H23 2 1.000
#> HP1506401_I18 2 0.751
#> HP1506401_I16 1 0.000
#> HP1506401_O22 1 0.000
#> HP1506401_I3 1 0.498
#> HP1506401_C22 1 0.000
#> HP1506401_N3 1 0.000
#> HP1506401_G10 1 0.000
#> HP1506401_B24 2 1.000
#> HP1506401_F3 2 0.000
#> HP1506401_A11 1 0.000
#> HP1506401_K9 1 0.000
#> HP1506401_D13 2 0.751
#> HP1506401_B19 1 0.000
#> HP1506401_E24 2 1.000
#> HP1506401_C8 2 0.747
#> HP1506401_J1 1 0.000
#> HP1506401_E8 2 1.000
#> HP1506401_G23 2 0.751
#> HP1506401_N17 2 0.498
#> HP1506401_F9 2 1.000
#> HP1506401_D19 1 0.000
#> HP1506401_L23 2 1.000
#> HP1506401_M6 2 0.751
#> HP1506401_E9 1 1.000
#> HP1506401_E4 1 1.000
#> HP1506401_F17 2 1.000
#> HP1506401_J15 2 1.000
#> HP1506401_I10 2 1.000
#> HP1506401_D18 1 0.249
#> HP1506401_G16 2 0.751
#> HP1506401_I22 1 0.000
#> HP1506401_I19 1 0.000
#> HP1506401_M12 2 1.000
#> HP1506401_L16 1 0.000
#> HP1506401_B13 1 0.000
#> HP1506401_P23 2 1.000
#> HP1506401_P14 2 1.000
#> HP1506401_P2 1 0.000
#> HP1506401_K7 1 0.000
#> HP1506401_N14 1 0.000
#> HP1506401_M11 2 0.751
#> HP1506401_L8 1 0.000
#> HP1506401_E11 1 0.253
#> HP1506401_L2 2 0.747
#> HP1506401_B6 2 0.751
#> HP1506401_N22 2 1.000
#> HP1506401_M14 1 0.000
#> HP1506401_J16 2 1.000
#> HP1506401_B3 2 1.000
#> HP1506401_M7 1 0.000
#> HP1506401_C7 2 1.000
#> HP1506401_A12 2 0.249
#> HP1506401_E21 1 0.000
#> HP1506401_K11 1 0.000
#> HP1506401_J22 2 0.751
#> HP1506401_C23 2 0.751
#> HP1506401_G6 2 0.747
#> HP1506401_G13 2 1.000
#> HP1506401_M24 2 0.502
#> HP1506401_G22 1 0.000
#> HP1506401_E19 1 0.000
#> HP1506401_H1 2 1.000
#> HP1506401_G24 2 1.000
#> HP1506401_H9 2 0.751
#> HP1506401_P16 1 0.000
#> HP1506401_N23 2 1.000
#> HP1506401_H22 2 1.000
#> HP1506401_H3 2 1.000
#> HP1506401_D22 1 0.000
#> HP1506401_A17 2 1.000
#> HP1506401_L11 2 1.000
#> HP1506401_M10 1 0.498
#> HP1506401_F20 2 1.000
#> HP1506401_E14 2 1.000
#> HP1506401_J12 1 0.000
#> HP1506401_E13 1 0.000
#> HP1506401_J21 2 0.498
#> HP1506401_P4 2 1.000
#> HP1506401_O12 2 1.000
#> HP1506401_B8 2 1.000
#> HP1506401_B18 1 1.000
#> HP1506401_A14 2 0.249
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#> HP1506401_I12 2 1.000
#> HP1506401_G12 2 0.747
#> HP1506401_D1 2 1.000
#> HP1506401_B20 1 0.249
#> HP1506401_P10 2 0.502
#> HP1506401_B11 2 1.000
#> HP1506401_H19 1 0.000
#> HP1506401_K3 1 0.000
#> HP1506401_D20 1 0.000
#> HP1506401_D7 2 0.751
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#> HP1507101_G3 1 0.253
#> HP1507101_G2 2 0.751
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#> HP1507101_G16 2 1.000
#> HP1507101_N9 2 0.751
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#> HP1507101_F7 2 1.000
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#> HP1507101_D14 2 1.000
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#> HP1507101_O23 2 0.498
#> HP1507101_J15 2 1.000
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#> HP1507101_N12 2 0.249
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#> HP1507101_K16 2 0.751
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#> HP1507101_M17 1 0.000
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#> HP1507101_L13 2 0.249
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#> HP1507101_H20 2 0.747
#> HP1507101_A14 1 0.253
#> HP1507101_I17 2 1.000
#> HP1507101_K6 2 1.000
#> HP1507101_F6 1 0.000
#> HP1507101_J8 2 1.000
#> HP1507101_J12 2 0.751
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#> HP1507101_F14 2 0.000
#> HP1507101_H7 1 0.000
#> HP1507101_M24 1 0.253
#> HP1507101_O4 2 1.000
#> HP1507101_H1 2 1.000
#> HP1507101_I15 1 0.000
#> HP1507101_O5 2 1.000
#> HP1507101_F22 2 1.000
#> HP1507101_A22 2 0.502
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#> HP1507101_H11 2 0.751
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#> HP1507101_H15 2 1.000
#> HP1507101_F11 2 0.253
#> HP1507101_N11 1 0.000
#> HP1507101_D2 2 0.751
#> HP1507101_H4 2 0.751
#> HP1507101_P12 2 1.000
#> HP1507101_F20 2 1.000
#> HP1507101_N24 1 0.249
#> HP1507101_A21 1 0.000
#> HP1507101_N15 1 0.502
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#> HP1507101_I16 2 1.000
#> HP1507101_C24 1 0.253
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#> HP1507101_H14 2 1.000
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#> HP1507101_H9 2 1.000
#> HP1507101_C7 1 0.751
#> HP1507101_O10 2 0.498
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#> HP1507101_G10 2 0.751
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#> HP1507101_I13 2 1.000
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#> HP1507101_C18 1 0.000
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#> HP1507101_A12 2 0.747
#> HP1507101_C10 2 1.000
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#> HP1507101_M13 1 0.000
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#> HP1507101_D13 1 0.000
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#> HP1507101_L3 2 1.000
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#> HP1507101_O21 1 0.000
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#> HP1507101_I12 2 1.000
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#> HP1507101_K9 1 0.000
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#> HP1507101_J7 2 0.502
#> HP1507101_F3 2 1.000
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#> HP1507101_P18 2 0.498
#> HP1507101_P17 2 1.000
#> HP1507101_P5 2 1.000
#> HP1507101_M4 2 1.000
#> HP1507101_B7 2 0.751
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#> HP1507101_K3 1 0.000
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#> HP1507101_M14 2 0.249
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#> HP1507101_C23 1 0.000
#> HP1507101_G23 1 0.253
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#> HP1507101_F15 2 0.249
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#> HP1507101_J6 1 0.000
#> HP1507101_F8 2 1.000
#> HP1507101_P21 2 1.000
#> HP1507101_B14 2 1.000
#> HP1507101_N4 2 1.000
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#> HP1507101_A5 1 0.751
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#> HP1507101_D16 2 1.000
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#> HP1507101_H6 2 1.000
#> HP1507101_D9 2 0.751
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#> HP1507101_K11 1 0.000
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#> HP1507101_O3 2 1.000
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#> HP1507101_E21 1 0.249
#> HP1507101_L16 2 0.751
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#> HP1507101_N13 2 0.751
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#> HP1507101_D24 2 1.000
#> HP1507101_C5 2 0.498
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#> HP1507101_C17 1 0.000
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#> HP1507101_H22 2 1.000
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#> HP1507101_D5 2 0.751
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#> HP1507101_B6 2 1.000
#> HP1507101_D15 2 1.000
#> HP1507101_M22 1 0.000
#> HP1507101_B12 2 0.747
#> HP1507101_H17 2 1.000
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#> HP1507101_D10 2 0.498
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#> HP1507101_F5 1 0.502
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#> HP1507101_H3 2 1.000
#> HP1507101_O7 2 0.498
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#> HP1507101_P1 2 1.000
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#> HP1507101_D23 2 0.751
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#> HP1507101_C6 1 0.000
#> HP1507101_M9 1 0.000
#> HP1507101_I6 2 1.000
#> HP1507101_M21 1 0.000
#> HP1507101_E5 1 0.000
#> HP1507101_N23 2 0.751
#> HP1507101_K13 1 0.502
#> HP1507101_J17 2 1.000
#> HP1507101_F1 2 1.000
#> HP1507101_M11 1 0.000
#> HP1507101_E9 1 0.249
#> HP1507101_C14 2 1.000
#> HP1507101_D11 2 1.000
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#> HP1507101_C15 1 0.000
#> HP1507101_P15 2 0.751
#> HP1507101_A7 1 0.000
#> HP1507101_A8 1 0.498
#> HP1507101_M20 2 1.000
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#> HP1507101_I24 2 0.000
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#> HP1507101_O13 2 1.000
#> HP1507101_E7 2 0.751
#> HP1507101_F23 1 0.249
#> HP1507101_L12 1 0.000
#> HP1507101_I20 2 1.000
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#> HP1507101_B11 2 0.498
#> HP1507101_O19 2 0.751
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#> HP1507101_G9 2 1.000
#> HP1507101_P20 1 0.249
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#> HP1507101_F21 1 0.000
#> HP1507101_E18 2 0.751
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#> HP1507101_O11 2 1.000
#> HP1507101_C8 2 0.747
#> HP1507101_L21 2 0.747
#> HP1507101_F12 2 1.000
#> HP1507101_F9 2 0.249
#> HP1507101_J22 2 1.000
#> HP1507101_K20 2 0.751
#> HP1507101_L1 2 1.000
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#> HP1509101_E3 1 0.498
#> HP1509101_K2 1 0.253
#> HP1509101_A3 2 1.000
#> HP1509101_O1 1 0.502
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#> HP1509101_I19 1 0.751
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#> HP1509101_L15 1 0.000
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#> HP1509101_H22 2 1.000
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#> HP1509101_M23 1 0.000
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#> HP1509101_A12 1 0.000
#> HP1509101_H23 2 1.000
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#> HP1504901_G11 2 0.000
#> HP1504901_F21 1 0.000
#> HP1504901_N24 2 0.000
#> HP1504901_P24 1 0.000
#> HP1504901_C3 1 0.000
#> HP1504901_D17 2 0.000
#> HP1504901_K6 2 0.000
#> HP1504901_I14 1 0.000
#> HP1504901_M15 1 0.000
#> HP1504901_D2 2 0.000
#> HP1504901_I18 2 0.000
#> HP1504901_E21 2 0.000
#> HP1504901_H18 2 0.000
#> HP1504901_D20 1 0.000
#> HP1504901_D24 2 0.000
#> HP1504901_J6 2 0.000
#> HP1504901_I2 2 0.000
#> HP1504901_D14 2 0.000
#> HP1504901_C1 1 0.000
#> HP1504901_G16 2 0.000
#> HP1504901_I12 1 1.000
#> HP1504901_P20 2 0.000
#> HP1504901_M18 2 0.000
#> HP1504901_P15 1 0.000
#> HP1504901_G22 1 0.000
#> HP1504901_P22 1 0.000
#> HP1504901_J3 2 0.000
#> HP1504901_N10 1 0.000
#> HP1504901_P12 1 0.000
#> HP1504901_M9 1 0.000
#> HP1504901_F4 2 0.000
#> HP1504901_D7 2 0.000
#> HP1504901_M21 2 0.000
#> HP1504901_E13 1 0.000
#> HP1504901_B10 2 0.000
#> HP1504901_H1 2 0.000
#> HP1504901_J5 2 0.000
#> HP1504901_K5 2 0.000
#> HP1504901_M13 1 0.000
#> HP1504901_N6 1 0.000
#> HP1504901_F10 2 0.000
#> HP1504901_H16 2 0.000
#> HP1504901_G15 2 0.000
#> HP1504901_M23 1 0.000
#> HP1504901_H2 2 0.249
#> HP1504901_G18 2 0.000
#> HP1504901_N19 2 0.249
#> HP1504901_P17 1 0.000
#> HP1504901_L21 1 1.000
#> HP1504901_D11 1 0.000
#> HP1504901_P6 1 0.000
#> HP1504901_C6 1 0.000
#> HP1504901_C10 2 0.000
#> HP1504901_I8 2 0.000
#> HP1504901_D3 1 0.000
#> HP1504901_L5 1 0.000
#> HP1504901_I22 2 0.000
#> HP1504901_K18 1 0.000
#> HP1504901_D8 1 0.000
#> HP1504901_G17 1 0.000
#> HP1504901_B21 2 0.000
#> HP1504901_N7 2 0.000
#> HP1504901_C14 2 0.000
#> HP1504901_M1 1 0.000
#> HP1504901_A10 2 0.000
#> HP1504901_I13 2 0.000
#> HP1504901_C23 2 0.000
#> HP1504901_N4 1 0.000
#> HP1504901_E2 2 0.000
#> HP1504901_D21 2 0.000
#> HP1504901_A20 1 0.000
#> HP1504901_G19 2 0.000
#> HP1504901_N5 1 0.000
#> HP1504901_C22 1 0.000
#> HP1504901_N21 2 0.000
#> HP1504901_B2 2 0.000
#> HP1504901_L9 2 0.000
#> HP1504901_N23 2 0.000
#> HP1504901_F3 2 0.000
#> HP1525301T2D_P14 2 0.000
#> HP1525301T2D_K15 2 0.000
#> HP1526901T2D_K9 1 0.000
#> HP1526901T2D_A18 1 0.751
#> HP1525301T2D_D19 2 0.000
#> HP1526901T2D_K12 2 0.751
#> HP1525301T2D_G16 1 0.000
#> HP1525301T2D_G11 2 0.502
#> HP1525301T2D_A6 2 0.000
#> HP1508501T2D_P4 2 1.000
#> HP1525301T2D_K23 2 0.000
#> HP1525301T2D_P12 1 0.000
#> HP1525301T2D_N22 1 0.000
#> HP1525301T2D_P16 2 0.000
#> HP1525301T2D_O14 2 0.000
#> HP1525301T2D_H14 2 0.000
#> HP1525301T2D_F24 2 0.000
#> HP1525301T2D_P1 2 0.000
#> HP1526901T2D_A20 2 0.000
#> HP1526901T2D_A10 2 0.000
#> HP1525301T2D_I21 2 0.000
#> HP1525301T2D_M23 1 0.747
#> HP1526901T2D_A3 2 0.000
#> HP1526901T2D_O5 2 0.000
#> HP1525301T2D_I12 2 0.249
#> HP1525301T2D_P22 2 0.000
#> HP1525301T2D_H9 2 0.000
#> HP1526901T2D_P20 2 0.000
#> HP1525301T2D_B9 1 0.000
#> HP1525301T2D_A10 1 0.000
#> HP1525301T2D_K16 2 0.000
#> HP1526901T2D_B6 2 0.000
#> HP1526901T2D_P9 2 0.000
#> HP1526901T2D_E11 2 0.502
#> HP1525301T2D_F22 1 0.000
#> HP1525301T2D_C3 2 0.000
#> HP1526901T2D_M5 1 0.000
#> HP1525301T2D_F11 1 0.000
#> HP1526901T2D_C21 1 0.000
#> HP1526901T2D_M21 2 0.000
#> HP1526901T2D_H18 2 0.498
#> HP1525301T2D_J22 1 0.000
#> HP1525301T2D_D1 2 0.249
#> HP1526901T2D_D5 2 0.000
#> HP1525301T2D_J14 2 0.249
#> HP1525301T2D_P6 2 0.000
#> HP1525301T2D_F15 2 0.000
#> HP1525301T2D_K9 1 0.000
#> HP1526901T2D_K6 2 0.000
#> HP1525301T2D_C16 2 0.000
#> HP1525301T2D_I18 2 0.000
#> HP1525301T2D_M11 2 0.000
#> HP1526901T2D_J6 2 0.000
#> HP1525301T2D_C20 1 0.000
#> HP1525301T2D_D18 1 0.249
#> HP1525301T2D_I23 2 0.000
#> HP1526901T2D_L16 2 0.000
#> HP1526901T2D_J16 1 0.747
#> HP1526901T2D_F2 2 0.000
#> HP1525301T2D_K14 2 0.253
#> HP1525301T2D_J7 2 0.000
#> HP1525301T2D_B1 2 0.000
#> HP1525301T2D_C4 2 0.000
#> HP1525301T2D_J21 2 0.000
#> HP1525301T2D_E19 2 0.000
#> HP1526901T2D_C13 2 0.000
#> HP1525301T2D_B4 2 0.000
#> HP1525301T2D_F19 2 0.498
#> HP1526901T2D_D15 1 0.000
#> HP1525301T2D_B5 2 0.000
#> HP1526901T2D_G6 1 0.000
#> HP1526901T2D_C19 2 0.000
#> HP1526901T2D_E18 2 0.000
#> HP1525301T2D_I13 1 0.000
#> HP1525301T2D_N3 2 0.000
#> HP1525301T2D_P7 1 0.000
#> HP1525301T2D_D7 1 1.000
#> HP1525301T2D_I6 2 0.000
#> HP1525301T2D_N23 2 0.000
#> HP1526901T2D_H23 2 0.502
#> HP1526901T2D_G5 1 0.000
#> HP1525301T2D_G22 2 0.000
#> HP1525301T2D_J5 2 0.000
#> HP1525301T2D_D16 1 0.000
#> HP1525301T2D_C12 1 0.000
#> HP1525301T2D_K4 1 0.000
#> HP1525301T2D_F6 1 0.000
#> HP1525301T2D_D10 2 0.000
#> HP1525301T2D_H5 1 0.000
#> HP1526901T2D_F15 2 0.502
#> HP1526901T2D_O22 2 0.000
#> HP1526901T2D_M8 2 0.000
#> HP1525301T2D_C6 2 0.000
#> HP1526901T2D_G21 2 0.502
#> HP1525301T2D_D11 2 0.000
#> HP1526901T2D_I6 2 0.000
#> HP1526901T2D_H24 2 0.000
#> HP1525301T2D_E1 2 0.249
#> HP1526901T2D_J22 2 0.000
#> HP1526901T2D_N15 2 0.249
#> HP1525301T2D_G3 2 0.000
#> HP1525301T2D_E11 2 0.000
#> HP1525301T2D_C2 2 0.000
#> HP1526901T2D_A1 2 0.000
#> HP1525301T2D_D17 1 0.751
#> HP1526901T2D_F3 2 0.249
#> HP1526901T2D_P21 2 0.000
#> HP1525301T2D_B11 2 0.000
#> HP1526901T2D_J24 2 0.000
#> HP1526901T2D_M15 2 0.000
#> HP1526901T2D_F14 1 0.000
#> HP1526901T2D_K11 2 0.000
#> HP1526901T2D_G17 2 0.000
#> HP1526901T2D_L1 2 0.000
#> HP1526901T2D_P3 1 0.000
#> HP1526901T2D_L2 2 0.000
#> HP1525301T2D_M24 1 0.000
#> HP1526901T2D_M19 2 0.000
#> HP1526901T2D_A16 2 0.000
#> HP1525301T2D_N4 2 0.000
#> HP1526901T2D_B4 2 0.000
#> HP1526901T2D_F21 2 0.747
#> HP1525301T2D_M16 2 0.000
#> HP1526901T2D_K3 2 0.000
#> HP1525301T2D_B24 2 0.000
#> HP1526901T2D_B21 1 0.751
#> HP1526901T2D_O15 2 0.000
#> HP1526901T2D_O12 2 0.000
#> HP1526901T2D_J21 2 0.000
#> HP1525301T2D_O1 2 0.249
#> HP1525301T2D_E21 1 1.000
#> HP1525301T2D_O20 2 0.000
#> HP1525301T2D_E14 1 0.000
#> HP1525301T2D_O9 2 0.000
#> HP1525301T2D_B22 1 0.000
#> HP1526901T2D_G7 2 0.498
#> HP1526901T2D_J5 2 0.000
#> HP1525301T2D_G13 2 0.000
#> HP1525301T2D_F23 2 0.000
#> HP1526901T2D_F4 2 0.000
#> HP1526901T2D_I1 2 0.000
#> HP1526901T2D_L4 2 0.000
#> HP1526901T2D_L14 2 0.249
#> HP1525301T2D_L23 2 0.000
#> HP1525301T2D_H23 2 0.249
#> HP1525301T2D_I1 2 0.000
#> HP1526901T2D_F10 2 0.000
#> HP1525301T2D_B23 2 0.000
#> HP1526901T2D_J18 2 0.000
#> HP1526901T2D_I10 2 0.249
#> HP1525301T2D_I4 2 0.249
#> HP1526901T2D_B24 2 0.000
#> HP1525301T2D_C24 2 0.000
#> HP1525301T2D_P8 2 0.000
#> HP1526901T2D_G24 2 0.000
#> HP1526901T2D_J8 2 0.498
#> HP1525301T2D_M22 2 0.000
#> HP1525301T2D_C1 2 0.000
#> HP1526901T2D_P5 1 0.000
#> HP1525301T2D_K13 1 0.000
#> HP1526901T2D_P13 2 0.000
#> HP1526901T2D_G23 2 0.249
#> HP1525301T2D_A22 1 0.000
#> HP1526901T2D_P22 2 0.000
#> HP1525301T2D_A18 1 0.000
#> HP1525301T2D_J2 2 0.000
#> HP1526901T2D_H20 2 0.751
#> HP1525301T2D_G14 2 0.000
#> HP1526901T2D_L7 2 0.498
#> HP1526901T2D_N12 2 0.000
#> HP1525301T2D_N7 2 0.253
#> HP1525301T2D_L1 2 0.000
#> HP1526901T2D_F5 2 0.000
#> HP1525301T2D_I10 2 0.000
#> HP1525301T2D_G20 2 0.000
#> HP1526901T2D_E24 1 0.000
#> HP1526901T2D_K24 2 0.000
#> HP1525301T2D_M7 2 0.751
#> HP1526901T2D_E8 2 0.000
#> HP1526901T2D_P14 2 0.000
#> HP1526901T2D_N4 2 0.000
#> HP1525301T2D_N2 1 0.000
#> HP1526901T2D_O24 2 0.000
#> HP1526901T2D_O14 2 0.000
#> HP1526901T2D_G12 1 0.000
#> HP1525301T2D_H24 2 0.000
#> HP1525301T2D_P13 2 0.000
#> HP1526901T2D_E20 2 0.000
#> HP1526901T2D_L20 1 0.000
#> HP1525301T2D_O15 1 0.502
#> HP1525301T2D_H6 2 0.000
#> HP1525301T2D_C10 2 0.000
#> HP1526901T2D_B8 1 0.000
#> HP1526901T2D_C3 2 0.498
#> HP1526901T2D_N13 2 0.000
#> HP1526901T2D_L19 2 0.000
#> HP1525301T2D_H7 2 0.249
#> HP1525301T2D_G15 2 0.000
#> HP1526901T2D_J23 1 0.000
#> HP1526901T2D_E23 2 0.000
#> HP1525301T2D_D2 2 0.000
#> HP1526901T2D_D19 2 0.000
#> HP1525301T2D_I3 2 0.000
#> HP1526901T2D_B15 1 0.000
#> HP1525301T2D_E23 2 0.000
#> HP1526901T2D_N9 2 0.249
#> HP1525301T2D_I7 2 0.000
#> HP1526901T2D_B18 2 0.000
#> HP1526901T2D_O21 2 0.249
#> HP1526901T2D_G14 2 0.000
#> HP1525301T2D_E7 2 0.000
#> HP1525301T2D_F10 2 0.000
#> HP1525301T2D_K21 2 0.000
#> HP1525301T2D_M21 1 0.000
#> HP1525301T2D_E3 2 0.000
#> HP1526901T2D_A4 2 0.502
#> HP1526901T2D_M12 1 1.000
#> HP1525301T2D_H3 2 0.253
#> HP1526901T2D_D4 2 0.000
#> HP1525301T2D_J12 1 0.000
#> HP1526901T2D_G1 2 0.000
#> HP1526901T2D_M17 1 0.249
#> HP1525301T2D_N5 2 0.000
#> HP1525301T2D_A17 2 0.000
#> HP1526901T2D_C5 1 0.000
#> HP1525301T2D_E12 2 0.253
#> HP1526901T2D_L5 2 0.000
#> HP1525301T2D_O18 2 0.000
#> HP1526901T2D_A23 2 0.000
#> HP1525301T2D_C13 2 0.000
#> HP1526901T2D_K22 2 0.000
#> HP1526901T2D_F17 2 0.000
#> HP1526901T2D_N3 2 0.000
#> HP1526901T2D_K23 2 0.000
#> HP1525301T2D_O2 2 0.000
#> HP1526901T2D_K4 2 0.000
#> HP1525301T2D_I19 2 0.000
#> HP1526901T2D_P17 2 0.000
#> HP1526901T2D_O1 2 0.000
#> HP1525301T2D_L10 1 0.000
#> HP1525301T2D_F2 2 0.000
#> HP1526901T2D_M20 2 0.000
#> HP1526901T2D_O17 2 0.000
#> HP1525301T2D_H19 2 0.000
#> HP1526901T2D_M4 2 0.000
#> HP1526901T2D_D22 2 0.000
#> HP1525301T2D_A21 1 0.000
#> HP1525301T2D_I11 2 0.000
#> HP1525301T2D_J15 2 0.000
#> HP1526901T2D_J11 2 0.253
#> HP1525301T2D_P21 2 0.000
#> HP1525301T2D_M13 2 0.249
#> HP1526901T2D_A9 2 0.000
#> HP1526901T2D_E13 1 0.000
#> HP1525301T2D_P24 2 0.000
#> HP1525301T2D_I5 2 0.000
#> HP1526901T2D_H7 1 0.000
#> HP1525301T2D_L15 2 0.000
#> HP1525301T2D_J23 2 0.000
#> HP1526901T2D_P15 1 0.000
#> HP1525301T2D_P5 2 0.000
#> HP1526901T2D_G11 2 0.000
#> HP1525301T2D_F21 2 0.000
#> HP1526901T2D_J9 1 0.000
#> HP1525301T2D_A19 2 0.000
#> HP1526901T2D_P2 2 0.498
#> HP1526901T2D_A12 2 0.751
#> HP1526901T2D_K20 2 0.000
#> HP1526901T2D_B19 1 0.000
#> HP1525301T2D_J16 2 0.253
#> HP1525301T2D_A8 1 0.000
#> HP1526901T2D_N22 1 0.000
#> HP1525301T2D_F7 2 0.000
#> HP1526901T2D_E9 2 0.000
#> HP1526901T2D_D20 1 0.000
#> HP1526901T2D_F24 2 0.000
#> HP1526901T2D_B16 1 0.000
#> HP1526901T2D_I2 1 0.000
#> HP1525301T2D_O7 2 0.000
#> HP1526901T2D_A2 2 0.000
#> HP1525301T2D_A12 2 0.000
#> HP1526901T2D_L11 2 0.000
#> HP1526901T2D_B12 2 0.249
#> HP1526901T2D_H22 2 0.502
#> HP1526901T2D_J3 2 0.000
#> HP1525301T2D_B6 2 0.000
#> HP1525301T2D_E5 2 0.253
#> HP1525301T2D_K11 2 0.000
#> HP1526901T2D_A17 2 0.249
#> HP1526901T2D_N7 2 0.000
#> HP1526901T2D_P12 2 0.000
#> HP1525301T2D_L8 2 0.253
#> HP1526901T2D_J2 2 0.000
#> HP1526901T2D_H13 1 0.000
#> HP1525301T2D_O23 2 0.253
#> HP1525301T2D_D24 1 0.000
#> HP1526901T2D_D18 2 0.000
#> HP1526901T2D_B17 2 0.000
#> HP1526901T2D_G2 2 0.000
#> HP1525301T2D_A9 2 0.000
#> HP1526901T2D_A11 2 0.000
#> HP1526901T2D_I20 2 0.000
#> HP1525301T2D_A20 1 0.000
#> HP1526901T2D_F1 2 0.000
#> HP1525301T2D_F5 2 0.253
#> HP1525301T2D_A15 2 0.000
#> HP1526901T2D_F16 2 0.000
#> HP1526901T2D_B20 2 0.000
#> HP1525301T2D_B20 1 0.000
#> HP1525301T2D_L2 2 0.000
#> HP1526901T2D_H12 2 0.498
#> HP1525301T2D_G6 1 0.000
#> HP1525301T2D_B10 2 0.000
#> HP1526901T2D_G13 2 0.502
#> HP1526901T2D_N18 2 0.000
#> HP1525301T2D_E2 2 0.000
#> HP1525301T2D_E24 2 0.249
#> HP1525301T2D_L12 1 0.000
#> HP1525301T2D_P17 2 0.000
#> HP1526901T2D_O9 2 0.000
#> HP1526901T2D_N6 2 0.249
#> HP1525301T2D_B15 2 0.000
#> HP1525301T2D_L22 2 0.000
#> HP1526901T2D_I21 2 0.751
#> HP1526901T2D_H16 2 0.498
#> HP1525301T2D_I2 2 0.000
#> HP1525301T2D_H12 2 0.751
#> HP1525301T2D_K18 2 0.000
#> HP1526901T2D_K21 2 0.000
#> HP1525301T2D_L24 2 0.249
#> HP1525301T2D_C17 2 0.000
#> HP1525301T2D_D3 2 0.000
#> HP1525301T2D_L7 1 0.000
#> HP1526901T2D_F13 1 0.000
#> HP1525301T2D_D22 2 0.000
#> HP1525301T2D_F16 2 0.000
#> HP1525301T2D_M4 1 0.253
#> HP1526901T2D_P23 2 0.000
#> HP1525301T2D_L14 2 0.000
#> HP1525301T2D_N8 2 0.249
#> HP1526901T2D_N20 2 0.000
#> HP1526901T2D_D7 2 0.000
#> HP1526901T2D_F9 2 0.000
#> HP1526901T2D_B9 2 0.000
#> HP1525301T2D_F13 1 1.000
#> HP1526901T2D_E15 2 0.249
#> HP1526901T2D_L24 2 0.000
#> HP1526901T2D_H4 2 0.000
#> HP1526901T2D_H17 2 0.249
#> HP1525301T2D_N11 2 0.000
#> HP1525301T2D_L11 1 0.000
#> HP1525301T2D_A24 1 0.000
#> HP1526901T2D_I24 2 0.000
#> HP1526901T2D_A24 2 0.000
#> HP1525301T2D_A2 1 0.000
#> HP1525301T2D_G23 2 0.249
#> HP1525301T2D_E9 1 0.000
#> HP1526901T2D_E22 2 0.000
#> HP1526901T2D_L10 1 0.000
#> HP1526901T2D_A22 2 0.000
#> HP1525301T2D_C14 2 0.000
#> HP1526901T2D_C14 2 0.000
#> HP1525301T2D_K6 2 0.000
#> HP1525301T2D_F1 1 0.000
#> HP1525301T2D_L4 2 0.000
#> HP1526901T2D_G3 1 0.000
#> HP1525301T2D_O12 1 0.000
#> HP1525301T2D_H21 1 0.249
#> HP1526901T2D_M6 1 0.000
#> HP1525301T2D_H22 1 0.000
#> HP1526901T2D_M24 2 0.498
#> HP1525301T2D_G9 2 0.000
#> HP1526901T2D_O23 2 0.000
#> HP1526901T2D_L3 2 0.502
#> HP1525301T2D_M8 2 0.000
#> HP1526901T2D_O18 1 0.000
#> HP1525301T2D_J18 2 0.000
#> HP1526901T2D_A15 2 0.498
#> HP1525301T2D_L20 2 0.000
#> HP1525301T2D_F4 2 0.000
#> HP1526901T2D_E1 2 0.000
#> HP1526901T2D_P7 2 0.000
#> HP1525301T2D_D13 1 0.000
#> HP1526901T2D_K17 2 0.249
#> HP1526901T2D_F22 2 0.000
#> HP1526901T2D_D10 2 0.000
#> HP1526901T2D_P24 1 0.000
#> HP1525301T2D_I9 1 0.000
#> HP1525301T2D_M1 1 0.000
#> HP1526901T2D_J20 2 0.000
#> HP1525301T2D_E20 1 0.000
#> HP1525301T2D_I22 2 0.000
#> HP1525301T2D_J4 2 0.000
#> HP1525301T2D_K24 1 0.000
#> HP1525301T2D_B16 1 0.502
#> HP1525301T2D_K10 2 0.253
#> HP1525301T2D_F8 2 0.000
#> HP1525301T2D_A13 2 0.000
#> HP1525301T2D_G4 2 0.249
#> HP1525301T2D_J13 2 0.000
#> HP1525301T2D_G19 2 0.000
#> HP1526901T2D_K8 1 0.000
#> HP1526901T2D_L17 2 0.000
#> HP1525301T2D_A1 2 0.000
#> HP1526901T2D_O2 2 0.502
#> HP1526901T2D_O13 2 0.000
#> HP1526901T2D_K16 1 0.000
#> HP1525301T2D_G2 1 0.000
#> HP1526901T2D_A7 2 0.253
#> HP1525301T2D_N13 2 0.000
#> HP1525301T2D_M3 1 0.000
#> HP1526901T2D_D3 2 0.000
#> HP1526901T2D_K18 2 0.000
#> HP1526901T2D_H11 1 0.000
#> HP1525301T2D_D6 2 0.000
#> HP1525301T2D_O3 2 0.000
#> HP1526901T2D_D13 1 0.000
#> HP1525301T2D_N14 2 0.000
#> HP1526901T2D_J1 2 0.000
#> HP1525301T2D_J8 2 0.000
#> HP1525301T2D_J9 2 0.000
#> HP1525301T2D_P2 2 0.000
#> HP1525301T2D_K12 2 0.000
#> HP1525301T2D_L21 1 0.000
#> HP1526901T2D_H9 2 0.000
#> HP1526901T2D_D24 1 1.000
#> HP1525301T2D_N17 1 0.000
#> HP1526901T2D_P6 1 0.000
#> HP1525301T2D_O21 1 0.000
#> HP1526901T2D_N23 2 0.751
#> HP1526901T2D_B1 2 0.000
#> HP1526901T2D_K10 2 0.000
#> HP1526901T2D_M14 2 0.000
#> HP1526901T2D_N1 2 0.502
#> HP1526901T2D_I7 2 0.498
#> HP1526901T2D_A19 2 0.747
#> HP1525301T2D_N18 2 0.000
#> HP1525301T2D_O17 2 0.000
#> HP1526901T2D_E12 1 0.000
#> HP1526901T2D_C15 2 0.000
#> HP1526901T2D_B23 2 0.000
#> HP1526901T2D_I19 2 0.000
#> HP1526901T2D_J19 2 0.249
#> HP1525301T2D_G17 2 0.000
#> HP1525301T2D_C5 2 0.249
#> HP1526901T2D_C22 2 0.000
#> HP1525301T2D_L3 1 0.249
#> HP1526901T2D_D2 2 0.000
#> HP1526901T2D_O3 2 0.000
#> HP1526901T2D_P8 2 0.000
#> HP1525301T2D_D5 1 1.000
#> HP1526901T2D_L15 2 0.000
#> HP1525301T2D_C23 2 0.000
#> HP1526901T2D_G16 2 0.249
#> HP1525301T2D_H4 1 0.000
#> HP1525301T2D_F14 1 0.000
#> HP1526901T2D_D8 2 0.000
#> HP1526901T2D_I14 2 0.000
#> HP1525301T2D_I15 2 0.000
#> HP1526901T2D_E4 1 1.000
#> HP1525301T2D_E13 2 0.000
#> HP1526901T2D_M1 2 0.498
#> HP1525301T2D_D23 1 1.000
#> HP1525301T2D_B8 2 0.000
#> HP1526901T2D_A6 2 0.249
#> HP1525301T2D_H10 2 0.000
#> HP1526901T2D_C9 1 0.000
#> HP1526901T2D_K13 1 0.253
#> HP1526901T2D_J4 2 0.000
#> HP1525301T2D_E15 2 0.502
#> HP1525301T2D_H13 1 0.000
#> HP1525301T2D_L9 2 0.000
#> HP1526901T2D_N24 1 0.000
#> HP1526901T2D_G10 2 0.249
#> HP1525301T2D_A11 2 0.000
#> HP1526901T2D_K2 2 0.000
#> HP1526901T2D_J10 1 0.000
#> HP1526901T2D_B7 2 0.000
#> HP1526901T2D_B2 1 0.000
#> HP1526901T2D_H1 1 0.000
#> HP1526901T2D_I13 2 0.000
#> HP1526901T2D_M9 1 0.000
#> HP1526901T2D_O7 2 0.000
#> HP1526901T2D_I3 2 0.000
#> HP1526901T2D_J7 1 0.000
#> HP1526901T2D_M2 2 0.000
#> HP1526901T2D_M10 1 0.000
#> HP1526901T2D_N10 2 0.249
#> HP1525301T2D_J24 1 0.000
#> HP1526901T2D_K1 2 0.000
#> HP1526901T2D_I8 2 0.747
#> HP1526901T2D_C23 2 0.000
#> HP1526901T2D_H14 2 0.249
#> HP1525301T2D_P11 2 0.000
#> HP1526901T2D_L13 2 0.000
#> HP1525301T2D_H11 2 0.000
#> HP1525301T2D_P18 2 0.000
#> HP1526901T2D_E17 1 1.000
#> HP1526901T2D_E21 2 0.000
#> HP1525301T2D_L6 2 0.000
#> HP1525301T2D_F12 2 0.000
#> HP1525301T2D_P10 1 0.000
#> HP1525301T2D_P19 2 0.000
#> HP1526901T2D_C20 2 0.000
#> HP1525301T2D_F18 1 0.000
#> HP1525301T2D_A14 2 0.000
#> HP1525301T2D_C9 2 0.000
#> HP1525301T2D_O6 2 0.000
#> HP1525301T2D_M2 2 0.502
#> HP1525301T2D_L5 2 0.000
#> HP1526901T2D_E2 2 0.253
#> HP1526901T2D_I5 2 0.000
#> HP1525301T2D_C8 2 0.000
#> HP1526901T2D_B11 2 0.498
#> HP1525301T2D_A16 2 0.000
#> HP1525301T2D_G12 1 0.000
#> HP1526901T2D_P11 2 0.000
#> HP1525301T2D_C7 2 0.000
#> HP1526901T2D_O16 1 0.000
#> HP1526901T2D_O6 2 0.498
#> HP1525301T2D_J20 2 0.000
#> HP1526901T2D_M13 2 1.000
#> HP1526901T2D_L18 1 0.000
#> HP1526901T2D_E3 2 0.000
#> HP1526901T2D_G18 2 0.249
#> HP1525301T2D_N16 2 0.000
#> HP1525301T2D_C15 2 0.000
#> HP1525301T2D_B13 2 0.000
#> HP1525301T2D_M5 2 0.000
#> HP1526901T2D_F12 2 0.249
#> HP1525301T2D_D14 2 0.000
#> HP1526901T2D_J13 2 0.747
#> HP1526901T2D_I12 2 0.000
#> HP1526901T2D_P10 2 0.000
#> HP1525301T2D_P15 2 0.000
#> HP1526901T2D_G15 1 0.000
#> HP1525301T2D_N20 2 0.000
#> HP1525301T2D_P20 2 0.000
#> HP1526901T2D_C16 2 0.000
#> HP1525301T2D_L16 2 0.000
#> HP1526901T2D_K5 1 0.000
#> HP1526901T2D_J14 2 0.498
#> HP1525301T2D_G5 2 0.000
#> HP1525301T2D_P4 2 0.000
#> HP1526901T2D_N5 1 0.000
#> HP1525301T2D_I17 2 0.000
#> HP1525301T2D_F17 1 0.000
#> HP1526901T2D_C4 2 0.000
#> HP1526901T2D_H6 2 0.249
#> HP1525301T2D_M19 1 1.000
#> HP1525301T2D_B19 1 0.000
#> HP1526901T2D_N21 2 0.000
#> HP1525301T2D_M6 2 0.000
#> HP1525301T2D_L17 2 0.249
#> HP1526901T2D_C17 2 0.000
#> HP1526901T2D_C12 1 0.751
#> HP1525301T2D_P9 2 0.000
#> HP1526901T2D_F19 2 0.249
#> HP1525301T2D_O8 1 0.751
#> HP1525301T2D_N10 2 0.000
#> HP1526901T2D_K19 2 0.000
#> HP1525301T2D_J17 2 0.000
#> HP1526901T2D_D9 2 0.249
#> HP1525301T2D_D12 2 0.000
#> HP1525301T2D_L19 1 0.000
#> HP1526901T2D_F8 2 0.000
#> HP1526901T2D_L8 1 0.000
#> HP1526901T2D_P19 2 0.000
#> HP1526901T2D_M11 1 0.000
#> HP1525301T2D_N1 2 0.253
#> HP1525301T2D_B21 2 0.000
#> HP1525301T2D_J11 1 0.000
#> HP1525301T2D_D20 1 0.249
#> HP1526901T2D_O20 1 0.000
#> HP1525301T2D_H16 2 0.000
#> HP1526901T2D_J15 1 0.000
#> HP1526901T2D_E14 2 0.000
#> HP1526901T2D_C11 2 0.000
#> HP1526901T2D_H21 2 0.253
#> HP1525301T2D_M15 2 0.000
#> HP1525301T2D_A5 2 0.000
#> HP1526901T2D_D23 1 0.000
#> HP1526901T2D_C7 1 1.000
#> HP1525301T2D_C18 1 0.000
#> HP1526901T2D_L23 2 1.000
#> HP1525301T2D_M10 2 0.249
#> HP1526901T2D_N2 2 0.000
#> HP1525301T2D_C19 2 0.000
#> HP1526901T2D_O10 2 0.498
#> HP1526901T2D_H19 2 0.498
#> HP1526901T2D_C6 2 0.000
#> HP1526901T2D_I9 2 0.253
#> HP1526901T2D_E19 2 0.000
#> HP1526901T2D_B22 1 0.000
#> HP1526901T2D_L21 2 0.751
#> HP1525301T2D_K8 2 0.000
#> HP1526901T2D_I11 2 0.000
#> HP1525301T2D_M18 1 0.000
#> HP1526901T2D_E10 2 0.249
#> HP1525301T2D_H8 2 0.249
#> HP1526901T2D_L12 2 0.498
#> HP1526901T2D_D11 1 0.000
#> HP1525301T2D_B7 2 0.000
#> HP1525301T2D_K2 2 0.000
#> HP1525301T2D_O4 1 0.249
#> HP1526901T2D_H10 2 0.751
#> HP1525301T2D_M9 2 0.000
#> HP1526901T2D_D1 2 0.249
#> HP1525301T2D_K7 2 0.253
#> HP1525301T2D_D21 2 0.253
#> HP1526901T2D_L22 1 0.000
#> HP1526901T2D_P1 2 0.498
#> HP1525301T2D_F20 1 1.000
#> HP1526901T2D_E6 2 0.000
#> HP1525301T2D_K5 2 0.000
#> HP1526901T2D_M22 2 0.000
#> HP1525301T2D_N15 1 0.249
#> HP1525301T2D_B14 2 0.000
#> HP1525301T2D_B18 2 0.253
#> HP1526901T2D_J12 2 0.000
#> HP1525301T2D_D4 2 0.000
#> HP1526901T2D_M23 2 0.000
#> HP1525301T2D_K19 2 0.000
#> HP1525301T2D_G1 2 0.000
#> HP1525301T2D_K20 1 0.000
#> HP1525301T2D_F3 2 0.000
#> HP1526901T2D_F20 2 0.000
#> HP1526901T2D_N14 2 0.000
#> HP1525301T2D_G10 2 0.000
#> HP1525301T2D_M17 2 0.000
#> HP1525301T2D_G24 1 0.249
#> HP1525301T2D_H2 2 0.000
#> HP1525301T2D_H15 1 0.000
#> HP1525301T2D_A7 2 0.000
#> HP1526901T2D_A21 2 0.000
#> HP1525301T2D_H1 2 0.000
#> HP1525301T2D_J3 1 0.000
#> HP1526901T2D_F23 2 0.000
#> HP1525301T2D_J19 2 0.000
#> HP1526901T2D_G19 2 0.000
#> HP1525301T2D_G18 2 0.000
#> HP1526901T2D_L9 1 0.000
#> HP1526901T2D_G22 2 0.502
#> HP1526901T2D_P16 1 0.000
#> HP1525301T2D_H18 2 0.000
#> HP1526901T2D_C24 2 0.000
#> HP1526901T2D_L6 2 0.000
#> HP1526901T2D_I4 2 0.000
#> HP1525301T2D_O16 2 0.000
#> HP1526901T2D_G20 1 0.000
#> HP1525301T2D_E16 2 0.747
#> HP1526901T2D_B5 2 0.000
#> HP1526901T2D_E7 1 0.000
#> HP1526901T2D_O4 2 0.000
#> HP1526901T2D_P18 2 0.000
#> HP1525301T2D_I24 2 0.000
#> HP1525301T2D_O24 2 0.000
#> HP1525301T2D_F9 1 0.000
#> HP1526901T2D_D21 2 0.000
#> HP1525301T2D_E6 1 0.000
#> HP1526901T2D_C10 2 0.000
#> HP1526901T2D_D14 2 0.502
#> HP1526901T2D_C1 2 0.000
#> HP1526901T2D_D12 2 0.000
#> HP1526901T2D_E5 2 0.000
#> HP1525301T2D_M20 2 0.249
#> HP1525301T2D_P3 1 0.000
#> HP1525301T2D_I20 1 0.000
#> HP1526901T2D_F11 1 0.000
#> HP1526901T2D_G4 2 0.000
#> HP1526901T2D_P4 2 0.000
#> HP1526901T2D_B14 2 0.498
#> HP1525301T2D_H17 2 0.000
#> HP1525301T2D_C21 2 0.000
#> HP1526901T2D_C2 2 0.000
#> HP1525301T2D_L13 2 0.000
#> HP1525301T2D_K17 2 0.000
#> HP1526901T2D_K14 2 0.751
#> HP1526901T2D_G9 2 0.249
#> HP1525301T2D_B17 1 1.000
#> HP1526901T2D_I17 2 0.000
#> HP1525301T2D_A3 2 1.000
#> HP1525301T2D_N21 2 0.000
#> HP1525301T2D_D8 2 0.000
#> HP1526901T2D_D6 1 0.000
#> HP1525301T2D_N19 1 0.000
#> HP1526901T2D_I22 2 0.000
#> HP1526901T2D_F6 1 0.000
#> HP1526901T2D_O8 2 0.249
#> HP1526901T2D_B13 2 1.000
#> HP1526901T2D_H3 2 1.000
#> HP1525301T2D_O5 2 0.000
#> HP1526901T2D_M18 2 0.502
#> HP1525301T2D_M12 2 0.000
#> HP1525301T2D_A23 1 0.000
#> HP1526901T2D_J17 2 0.000
#> HP1526901T2D_E16 2 0.000
#> HP1525301T2D_N12 2 0.000
#> HP1525301T2D_C11 2 0.249
#> HP1525301T2D_B2 1 0.000
#> HP1526901T2D_D16 2 0.000
#> HP1526901T2D_M16 2 0.000
#> HP1525301T2D_D9 2 0.000
#> HP1525301T2D_G8 2 0.000
#> HP1525301T2D_I8 2 0.000
#> HP1525301T2D_O22 2 0.000
#> HP1525301T2D_K1 2 0.000
#> HP1525301T2D_E17 2 0.000
#> HP1525301T2D_E22 2 0.000
#> HP1525301T2D_K22 2 0.000
#> HP1525301T2D_D15 2 0.000
#> HP1526901T2D_H5 2 0.000
#> HP1525301T2D_H20 2 0.249
#> HP1525301T2D_N9 2 0.000
#> HP1525301T2D_G21 2 0.000
#> HP1525301T2D_M14 2 0.000
#> HP1526901T2D_N17 1 0.000
#> HP1526901T2D_A5 2 0.000
#> HP1525301T2D_O13 2 0.000
#> HP1526901T2D_F18 2 0.000
#> HP1526901T2D_O19 2 0.000
#> HP1526901T2D_D17 2 0.000
#> HP1525301T2D_I14 1 0.000
#> HP1525301T2D_E4 1 1.000
#> HP1525301T2D_C22 2 0.000
#> HP1525301T2D_J6 1 0.000
#> HP1525301T2D_E10 1 0.000
#> HP1525301T2D_A4 1 1.000
#> HP1525301T2D_B12 2 0.000
#> HP1525301T2D_B3 2 0.000
#> HP1526901T2D_K15 2 0.498
#> HP1525301T2D_J1 2 0.000
#> HP1525301T2D_N6 2 0.000
#> HP1526901T2D_A14 2 0.000
#> HP1526901T2D_A13 2 0.000
#> HP1526901T2D_N11 2 0.000
#> HP1526901T2D_I15 2 0.000
#> HP1526901T2D_B10 2 0.249
#> HP1526901T2D_K7 2 0.751
#> HP1525301T2D_G7 1 0.000
#> HP1526901T2D_H8 2 0.000
#> HP1525301T2D_I16 2 0.249
#> HP1525301T2D_E18 1 0.000
#> HP1526901T2D_N19 2 0.249
#> HP1526901T2D_B3 2 0.000
#> HP1526901T2D_G8 2 0.249
#> HP1525301T2D_O11 2 0.000
#> HP1525301T2D_E8 2 0.000
#> HP1526901T2D_M3 2 0.000
#> HP1525301T2D_O19 1 0.000
#> HP1526901T2D_H15 1 0.000
#> HP1526901T2D_I18 2 0.000
#> HP1525301T2D_P23 2 0.000
#> HP1526901T2D_C18 1 0.000
#> HP1525301T2D_L18 1 0.000
#> HP1525301T2D_N24 2 0.000
#> HP1526901T2D_M7 2 0.747
#> HP1526901T2D_N16 2 0.000
#> HP1526901T2D_C8 2 0.000
#> HP1525301T2D_O10 1 0.747
#> HP1526901T2D_H2 2 0.249
#> HP1526901T2D_I16 2 0.502
#> HP1526901T2D_F7 2 0.000
#> HP1526901T2D_I23 1 0.000
#> HP1525301T2D_K3 2 0.249
#> HP1525301T2D_J10 2 0.000
#> HP1526901T2D_N8 2 0.000
#> HP1526901T2D_O11 1 0.000
#> HP1526901T2D_A8 2 0.000
get_classes(res, k = 3)
#> class p
#> HP1502401_N13 1 0.000
#> HP1502401_D14 1 0.000
#> HP1502401_F14 1 0.000
#> HP1502401_J13 1 0.000
#> HP1502401_B13 1 0.249
#> HP1502401_H13 1 0.249
#> HP1502401_J14 3 1.000
#> HP1502401_B14 3 1.000
#> HP1502401_A14 2 1.000
#> HP1502401_C14 2 0.747
#> HP1502401_G14 2 1.000
#> HP1502401_E14 2 1.000
#> HP1502401_L14 2 1.000
#> HP1502401_M14 2 1.000
#> HP1502401_K14 2 1.000
#> HP1502401_I14 2 0.498
#> HP1502401_F13 3 0.751
#> HP1502401_L13 2 1.000
#> HP1502401_D13 3 0.000
#> HP1502401_H14 3 1.000
#> HP1504101T2D_I3 1 0.000
#> HP1504101T2D_D16 1 0.498
#> HP1504101T2D_D22 1 0.000
#> HP1502401_F17 3 0.000
#> HP1504101T2D_B4 2 1.000
#> HP1504101T2D_M6 2 1.000
#> HP1504101T2D_F15 2 1.000
#> HP1504101T2D_H7 2 1.000
#> HP1502401_H23 2 1.000
#> HP1504101T2D_F8 1 0.253
#> HP1502401_L21 2 1.000
#> HP1502401_B19 1 0.000
#> HP1504101T2D_B2 1 0.000
#> HP1504101T2D_F10 2 1.000
#> HP1504101T2D_B10 2 1.000
#> HP1504101T2D_L6 1 0.000
#> HP1502401_G18 2 0.751
#> HP1502401_K22 2 1.000
#> HP1502401_I22 3 0.249
#> HP1504101T2D_M18 2 1.000
#> HP1502401_J22 2 1.000
#> HP1502401_F4 1 1.000
#> HP1504101T2D_O12 2 1.000
#> HP1502401_M15 2 1.000
#> HP1504101T2D_G16 2 0.502
#> HP1502401_J5 1 0.000
#> HP1504101T2D_L23 2 1.000
#> HP1502401_G24 2 1.000
#> HP1502401_G23 2 1.000
#> HP1504101T2D_H11 1 0.249
#> HP1504101T2D_A24 2 1.000
#> HP1504101T2D_N17 2 1.000
#> HP1502401_N8 2 1.000
#> HP1504101T2D_G1 2 0.747
#> HP1504101T2D_A15 2 1.000
#> HP1504101T2D_M19 2 0.751
#> HP1502401_O16 2 1.000
#> HP1504101T2D_E16 2 1.000
#> HP1502401_A12 2 1.000
#> HP1502401_D18 2 1.000
#> HP1504101T2D_K2 2 1.000
#> HP1504101T2D_G13 1 0.249
#> HP1502401_I11 1 0.000
#> HP1502401_A11 1 0.000
#> HP1502401_G16 1 0.000
#> HP1502401_K19 3 0.000
#> HP1502401_D5 2 1.000
#> HP1502401_D1 1 0.000
#> HP1502401_H22 2 1.000
#> HP1504101T2D_J15 2 1.000
#> HP1504101T2D_N7 2 1.000
#> HP1504101T2D_O16 2 1.000
#> HP1502401_L6 1 0.000
#> HP1502401_M5 2 1.000
#> HP1504101T2D_M4 2 0.751
#> HP1504101T2D_L22 1 0.000
#> HP1504101T2D_I20 2 1.000
#> HP1502401_K17 3 0.000
#> HP1504101T2D_B22 2 0.249
#> HP1504101T2D_G4 2 0.502
#> HP1502401_H15 2 1.000
#> HP1502401_K4 1 0.498
#> HP1502401_B3 1 0.000
#> HP1502401_H8 2 0.751
#> HP1502401_N17 2 1.000
#> HP1504101T2D_C13 1 0.000
#> HP1504101T2D_L13 3 0.000
#> HP1504101T2D_G15 1 0.000
#> HP1504101T2D_K24 2 1.000
#> HP1504101T2D_B24 3 1.000
#> HP1502401_B4 1 0.000
#> HP1504101T2D_H14 2 1.000
#> HP1502401_C11 1 0.000
#> HP1502401_A7 2 1.000
#> HP1504101T2D_P8 1 0.751
#> HP1504101T2D_I1 2 1.000
#> HP1502401_N24 1 0.000
#> HP1502401_O2 2 1.000
#> HP1502401_H17 1 0.000
#> HP1504101T2D_C24 1 0.000
#> HP1502401_J21 2 1.000
#> HP1504101T2D_J13 2 1.000
#> HP1504101T2D_E5 1 0.000
#> HP1502401_J8 2 1.000
#> HP1502401_N15 2 1.000
#> HP1504101T2D_L14 2 0.000
#> HP1504101T2D_D2 2 1.000
#> HP1502401_N2 2 1.000
#> HP1502401_H7 3 0.000
#> HP1504101T2D_K5 1 0.000
#> HP1504101T2D_O13 2 1.000
#> HP1504101T2D_L2 2 1.000
#> HP1502401_E5 2 0.249
#> HP1504101T2D_N11 1 1.000
#> HP1502401_O1 2 1.000
#> HP1502401_K18 1 0.747
#> HP1502401_B7 2 1.000
#> HP1504101T2D_I24 2 1.000
#> HP1502401_N5 1 0.000
#> HP1502401_N22 1 1.000
#> HP1504101T2D_J18 2 0.000
#> HP1502401_L3 2 1.000
#> HP1504101T2D_K16 1 0.000
#> HP1502401_J1 2 1.000
#> HP1504101T2D_I4 1 0.000
#> HP1504101T2D_E17 1 0.000
#> HP1502401_H3 2 1.000
#> HP1504101T2D_B6 2 1.000
#> HP1502401_I15 2 1.000
#> HP1504101T2D_P6 1 0.000
#> HP1504101T2D_B8 2 0.747
#> HP1504101T2D_M11 1 0.000
#> HP1502401_D17 3 0.000
#> HP1504101T2D_M15 2 0.249
#> HP1502401_I4 2 1.000
#> HP1504101T2D_O21 1 0.000
#> HP1502401_J23 2 1.000
#> HP1502401_L19 1 0.751
#> HP1504101T2D_O7 1 0.000
#> HP1504101T2D_A11 1 0.000
#> HP1502401_O14 2 0.502
#> HP1504101T2D_N15 2 0.751
#> HP1502401_M18 1 0.000
#> HP1502401_C19 1 0.000
#> HP1502401_L5 2 1.000
#> HP1504101T2D_F7 2 1.000
#> HP1504101T2D_I5 2 0.249
#> HP1504101T2D_C1 2 0.751
#> HP1504101T2D_P14 2 1.000
#> HP1504101T2D_G5 1 0.000
#> HP1504101T2D_A20 2 0.747
#> HP1502401_H11 2 1.000
#> HP1504101T2D_K19 2 0.498
#> HP1502401_O5 1 0.000
#> HP1502401_K15 3 0.000
#> HP1504101T2D_C17 2 0.751
#> HP1502401_G10 3 0.502
#> HP1504101T2D_J19 1 0.000
#> HP1502401_L2 2 1.000
#> HP1504101T2D_D8 2 1.000
#> HP1504101T2D_B15 1 0.502
#> HP1502401_L23 2 1.000
#> HP1502401_E4 1 0.000
#> HP1502401_F19 2 1.000
#> HP1502401_L17 3 0.000
#> HP1502401_O22 2 1.000
#> HP1502401_F7 1 0.000
#> HP1504101T2D_K1 1 0.000
#> HP1504101T2D_I7 3 0.498
#> HP1504101T2D_H5 2 1.000
#> HP1502401_L16 2 1.000
#> HP1504101T2D_F22 2 1.000
#> HP1504101T2D_J2 2 1.000
#> HP1504101T2D_E1 2 0.000
#> HP1502401_A18 2 1.000
#> HP1504101T2D_A19 2 0.751
#> HP1504101T2D_G2 2 0.249
#> HP1504101T2D_J11 2 0.249
#> HP1504101T2D_K22 2 0.498
#> HP1502401_L12 2 1.000
#> HP1502401_A21 1 0.747
#> HP1504101T2D_E19 3 1.000
#> HP1502401_D23 1 0.000
#> HP1502401_E22 3 0.000
#> HP1502401_H2 2 1.000
#> HP1504101T2D_G17 2 0.502
#> HP1502401_N1 2 1.000
#> HP1504101T2D_N19 2 0.253
#> HP1504101T2D_I17 2 1.000
#> HP1502401_E7 2 0.000
#> HP1504101T2D_E11 2 0.751
#> HP1502401_H21 2 1.000
#> HP1502401_A9 1 0.000
#> HP1504101T2D_E18 2 1.000
#> HP1504101T2D_D7 2 1.000
#> HP1504101T2D_I13 1 0.000
#> HP1502401_B18 2 0.253
#> HP1502401_K9 2 1.000
#> HP1502401_G15 1 0.000
#> HP1502401_E16 2 1.000
#> HP1504101T2D_L21 2 1.000
#> HP1504101T2D_M17 1 1.000
#> HP1502401_D21 1 0.000
#> HP1504101T2D_N12 2 1.000
#> HP1502401_M4 2 1.000
#> HP1504101T2D_B16 2 1.000
#> HP1504101T2D_E23 2 1.000
#> HP1502401_G21 1 0.249
#> HP1502401_D7 3 0.000
#> HP1502401_G1 1 1.000
#> HP1504101T2D_L15 2 1.000
#> HP1504101T2D_D17 2 1.000
#> HP1504101T2D_A4 2 1.000
#> HP1502401_O21 2 1.000
#> HP1502401_M10 3 0.751
#> HP1504101T2D_C23 1 0.249
#> HP1504101T2D_H9 2 0.502
#> HP1504101T2D_A5 2 1.000
#> HP1504101T2D_K23 2 1.000
#> HP1502401_I7 3 0.000
#> HP1502401_C18 2 1.000
#> HP1502401_N6 1 0.000
#> HP1504101T2D_O19 1 0.249
#> HP1502401_O6 3 0.000
#> HP1502401_A8 1 0.000
#> HP1504101T2D_F6 1 0.000
#> HP1502401_L8 1 0.000
#> HP1502401_K24 2 0.751
#> HP1502401_J11 3 0.000
#> HP1502401_H4 2 1.000
#> HP1502401_L11 2 1.000
#> HP1502401_K3 3 0.000
#> HP1502401_C8 2 0.751
#> HP1504101T2D_B19 1 0.000
#> HP1504101T2D_I18 2 1.000
#> HP1502401_F22 3 1.000
#> HP1502401_I16 3 0.000
#> HP1502401_B17 2 1.000
#> HP1504101T2D_P2 2 0.502
#> HP1502401_N18 2 1.000
#> HP1504101T2D_N10 2 1.000
#> HP1504101T2D_I14 2 0.000
#> HP1504101T2D_F17 2 1.000
#> HP1502401_B24 3 1.000
#> HP1502401_C6 2 1.000
#> HP1504101T2D_G9 2 0.502
#> HP1502401_N12 2 1.000
#> HP1502401_M24 2 1.000
#> HP1504101T2D_E10 3 0.253
#> HP1504101T2D_P9 2 1.000
#> HP1504101T2D_G24 2 1.000
#> HP1504101T2D_F5 1 1.000
#> HP1504101T2D_D10 1 0.000
#> HP1502401_N4 2 1.000
#> HP1504101T2D_C2 1 0.000
#> HP1504101T2D_P16 1 0.000
#> HP1504101T2D_N14 1 0.000
#> HP1502401_E21 2 1.000
#> HP1502401_H6 2 1.000
#> HP1504101T2D_I6 2 0.751
#> HP1502401_E8 1 0.000
#> HP1502401_H10 1 0.249
#> HP1502401_J6 2 1.000
#> HP1502401_M7 2 1.000
#> HP1504101T2D_M21 2 1.000
#> HP1504101T2D_F11 2 1.000
#> HP1504101T2D_D19 2 0.751
#> HP1502401_O24 3 1.000
#> HP1502401_O12 1 0.751
#> HP1504101T2D_E24 2 1.000
#> HP1504101T2D_K4 2 1.000
#> HP1502401_I6 2 1.000
#> HP1504101T2D_N9 2 1.000
#> HP1502401_I3 1 0.000
#> HP1502401_C16 2 1.000
#> HP1504101T2D_M7 2 1.000
#> HP1502401_B20 3 0.498
#> HP1502401_K23 3 0.000
#> HP1502401_F18 2 1.000
#> HP1504101T2D_O4 2 1.000
#> HP1504101T2D_C19 1 0.498
#> HP1504101T2D_E4 2 1.000
#> HP1504101T2D_M14 1 0.000
#> HP1502401_A1 1 0.000
#> HP1502401_G4 2 1.000
#> HP1504101T2D_I16 2 1.000
#> HP1504101T2D_D1 1 0.747
#> HP1504101T2D_O6 2 1.000
#> HP1504101T2D_D18 2 1.000
#> HP1504101T2D_F2 2 1.000
#> HP1504101T2D_G6 1 0.249
#> HP1502401_D8 2 1.000
#> HP1504101T2D_E6 2 1.000
#> HP1504101T2D_B1 1 0.000
#> HP1504101T2D_I15 2 1.000
#> HP1504101T2D_P3 2 0.747
#> HP1502401_C2 1 0.000
#> HP1504101T2D_I10 2 0.000
#> HP1502401_B21 2 1.000
#> HP1502401_O19 1 0.249
#> HP1502401_C15 1 0.000
#> HP1504101T2D_E13 1 0.253
#> HP1502401_G19 1 0.000
#> HP1502401_D19 1 0.253
#> HP1502401_D3 2 1.000
#> HP1502401_B6 1 0.000
#> HP1502401_O18 2 1.000
#> HP1504101T2D_E14 2 0.751
#> HP1504101T2D_I9 1 0.000
#> HP1504101T2D_C18 2 1.000
#> HP1502401_G6 3 0.000
#> HP1504101T2D_B11 2 0.502
#> HP1504101T2D_C4 2 1.000
#> HP1504101T2D_C15 2 0.751
#> HP1504101T2D_K13 1 0.000
#> HP1502401_F12 2 1.000
#> HP1504101T2D_B20 1 1.000
#> HP1504101T2D_C22 2 1.000
#> HP1502401_C10 2 1.000
#> HP1502401_L7 2 1.000
#> HP1502401_F11 1 1.000
#> HP1502401_B22 3 0.000
#> HP1502401_M8 2 1.000
#> HP1502401_I2 2 1.000
#> HP1502401_G11 2 1.000
#> HP1502401_E19 2 1.000
#> HP1504101T2D_P24 2 1.000
#> HP1502401_A16 1 0.000
#> HP1502401_J10 2 1.000
#> HP1502401_L18 3 0.000
#> HP1504101T2D_D13 2 1.000
#> HP1502401_I9 3 1.000
#> HP1502401_D6 2 1.000
#> HP1504101T2D_F12 2 0.751
#> HP1504101T2D_C14 2 1.000
#> HP1504101T2D_J6 1 0.000
#> HP1504101T2D_H20 2 1.000
#> HP1504101T2D_E9 2 0.751
#> HP1504101T2D_N4 1 0.000
#> HP1502401_A4 2 1.000
#> HP1504101T2D_G12 2 1.000
#> HP1502401_K5 2 0.751
#> HP1502401_G12 3 0.000
#> HP1504101T2D_N13 2 0.747
#> HP1502401_D12 2 1.000
#> HP1502401_C4 2 0.249
#> HP1502401_K1 3 0.000
#> HP1504101T2D_P19 1 0.751
#> HP1502401_M2 2 1.000
#> HP1502401_J20 2 1.000
#> HP1502401_N23 2 1.000
#> HP1504101T2D_L8 2 1.000
#> HP1504101T2D_D14 1 0.000
#> HP1504101T2D_L9 1 0.000
#> HP1504101T2D_L7 2 1.000
#> HP1502401_O23 2 1.000
#> HP1502401_D22 2 1.000
#> HP1502401_B5 2 0.751
#> HP1504101T2D_H18 2 1.000
#> HP1502401_D4 2 0.249
#> HP1504101T2D_F18 2 0.249
#> HP1502401_E6 2 1.000
#> HP1502401_J18 2 1.000
#> HP1504101T2D_A10 2 0.747
#> HP1502401_J3 1 0.502
#> HP1504101T2D_P15 1 0.000
#> HP1502401_I5 1 0.502
#> HP1502401_E1 1 0.000
#> HP1502401_M1 2 1.000
#> HP1504101T2D_M20 1 0.000
#> HP1504101T2D_L17 1 0.751
#> HP1502401_B15 2 1.000
#> HP1502401_J4 2 1.000
#> HP1504101T2D_K6 1 0.000
#> HP1504101T2D_A7 1 0.000
#> HP1502401_A15 3 1.000
#> HP1504101T2D_H12 1 0.502
#> HP1504101T2D_H8 1 0.000
#> HP1502401_C23 1 0.000
#> HP1504101T2D_B17 2 1.000
#> HP1502401_K10 2 1.000
#> HP1502401_D10 2 1.000
#> HP1504101T2D_N20 2 1.000
#> HP1504101T2D_M24 2 1.000
#> HP1504101T2D_B3 3 0.000
#> HP1502401_D11 1 1.000
#> HP1502401_G2 1 0.498
#> HP1502401_A22 2 1.000
#> HP1504101T2D_N3 1 0.000
#> HP1502401_G20 2 1.000
#> HP1504101T2D_G7 1 0.000
#> HP1504101T2D_C12 2 0.498
#> HP1504101T2D_G22 2 1.000
#> HP1504101T2D_I19 3 0.000
#> HP1504101T2D_P17 2 0.249
#> HP1504101T2D_C9 2 1.000
#> HP1502401_D20 2 1.000
#> HP1504101T2D_P23 1 0.502
#> HP1502401_G7 2 1.000
#> HP1502401_H5 3 1.000
#> HP1504101T2D_B9 1 0.249
#> HP1502401_D16 2 1.000
#> HP1504101T2D_G14 2 1.000
#> HP1502401_A23 1 0.000
#> HP1504101T2D_G10 2 1.000
#> HP1504101T2D_M1 2 1.000
#> HP1504101T2D_J23 1 0.000
#> HP1502401_O15 1 0.000
#> HP1502401_N7 3 1.000
#> HP1504101T2D_A13 2 0.751
#> HP1502401_M19 2 1.000
#> HP1504101T2D_C11 2 0.747
#> HP1502401_F3 1 0.000
#> HP1502401_G17 1 0.000
#> HP1504101T2D_K12 2 1.000
#> HP1502401_J15 2 1.000
#> HP1504101T2D_D21 2 1.000
#> HP1504101T2D_G19 2 0.751
#> HP1502401_K6 2 1.000
#> HP1502401_E15 1 0.000
#> HP1504101T2D_M16 1 0.000
#> HP1502401_O9 1 0.751
#> HP1502401_K2 2 1.000
#> HP1504101T2D_B18 2 1.000
#> HP1504101T2D_M2 2 1.000
#> HP1502401_A19 1 0.000
#> HP1502401_O8 3 0.000
#> HP1504101T2D_L12 1 0.000
#> HP1504101T2D_M9 2 1.000
#> HP1504101T2D_J21 1 0.000
#> HP1502401_K16 2 0.751
#> HP1502401_E17 2 1.000
#> HP1502401_M23 2 1.000
#> HP1504101T2D_O14 2 0.751
#> HP1502401_N11 1 0.253
#> HP1502401_K8 1 0.498
#> HP1504101T2D_P22 2 1.000
#> HP1502401_J19 2 1.000
#> HP1502401_G3 3 0.000
#> HP1504101T2D_H6 2 1.000
#> HP1502401_I18 3 0.502
#> HP1504101T2D_P1 1 0.000
#> HP1502401_J7 3 0.000
#> HP1504101T2D_F23 1 0.000
#> HP1502401_L10 2 1.000
#> HP1504101T2D_M10 2 0.498
#> HP1502401_M12 3 1.000
#> HP1502401_I1 2 1.000
#> HP1502401_N9 3 0.249
#> HP1502401_F15 2 1.000
#> HP1504101T2D_A17 3 0.498
#> HP1504101T2D_L11 2 1.000
#> HP1504101T2D_E3 3 0.000
#> HP1502401_L22 2 0.751
#> HP1502401_O10 2 1.000
#> HP1502401_G8 2 1.000
#> HP1504101T2D_O15 1 0.000
#> HP1504101T2D_C5 1 0.000
#> HP1502401_M9 1 1.000
#> HP1504101T2D_O22 2 1.000
#> HP1504101T2D_E7 2 1.000
#> HP1504101T2D_M5 2 1.000
#> HP1504101T2D_K9 1 0.000
#> HP1502401_O11 1 0.000
#> HP1502401_A3 1 0.253
#> HP1504101T2D_O8 1 0.000
#> HP1502401_F5 1 0.000
#> HP1502401_K12 3 0.000
#> HP1504101T2D_K10 2 1.000
#> HP1504101T2D_B21 2 0.747
#> HP1504101T2D_C10 2 1.000
#> HP1502401_F2 1 0.000
#> HP1504101T2D_L16 1 0.000
#> HP1502401_D24 2 1.000
#> HP1504101T2D_N21 2 1.000
#> HP1502401_G22 2 1.000
#> HP1502401_I20 1 0.000
#> HP1502401_B1 3 1.000
#> HP1502401_B11 3 0.000
#> HP1502401_C12 2 0.747
#> HP1504101T2D_J7 2 0.747
#> HP1504101T2D_G3 2 0.000
#> HP1504101T2D_P10 1 0.000
#> HP1502401_B12 1 0.000
#> HP1504101T2D_H10 1 0.000
#> HP1504101T2D_B23 1 0.000
#> HP1504101T2D_A6 2 1.000
#> HP1504101T2D_I8 2 1.000
#> HP1504101T2D_J10 1 0.000
#> HP1504101T2D_J16 2 0.000
#> HP1504101T2D_C21 2 0.747
#> HP1502401_O4 2 1.000
#> HP1502401_F24 3 1.000
#> HP1504101T2D_M8 2 1.000
#> HP1504101T2D_J12 1 0.000
#> HP1502401_C9 1 0.000
#> HP1504101T2D_A1 1 0.000
#> HP1504101T2D_I21 1 0.000
#> HP1504101T2D_K8 2 0.000
#> HP1504101T2D_O18 1 0.000
#> HP1504101T2D_D24 2 1.000
#> HP1502401_B2 1 0.000
#> HP1504101T2D_H16 1 0.000
#> HP1504101T2D_L20 1 0.000
#> HP1502401_L15 2 1.000
#> HP1504101T2D_P21 2 1.000
#> HP1502401_L9 1 0.000
#> HP1502401_D9 1 0.000
#> HP1504101T2D_H19 1 0.000
#> HP1502401_A20 1 0.751
#> HP1502401_J16 3 0.751
#> HP1504101T2D_C7 1 0.000
#> HP1502401_J17 2 1.000
#> HP1502401_M3 2 1.000
#> HP1504101T2D_A9 1 0.000
#> HP1504101T2D_A12 2 1.000
#> HP1504101T2D_H13 1 0.498
#> HP1502401_E10 2 1.000
#> HP1504101T2D_A22 1 1.000
#> HP1504101T2D_O9 2 0.498
#> HP1504101T2D_F14 2 1.000
#> HP1504101T2D_J4 1 0.000
#> HP1504101T2D_J17 1 0.000
#> HP1504101T2D_N1 2 1.000
#> HP1504101T2D_K7 1 0.000
#> HP1504101T2D_C8 1 0.000
#> HP1504101T2D_H23 2 1.000
#> HP1502401_N10 2 0.498
#> HP1502401_G5 2 1.000
#> HP1502401_H20 2 1.000
#> HP1504101T2D_A3 1 0.000
#> HP1504101T2D_I23 2 0.751
#> HP1502401_O20 2 1.000
#> HP1504101T2D_D9 2 1.000
#> HP1504101T2D_B5 2 1.000
#> HP1504101T2D_G20 1 0.502
#> HP1504101T2D_L5 3 1.000
#> HP1504101T2D_M22 1 0.751
#> HP1502401_H24 2 0.751
#> HP1502401_G9 1 0.000
#> HP1502401_A6 2 1.000
#> HP1504101T2D_O20 2 1.000
#> HP1504101T2D_E15 2 1.000
#> HP1502401_O7 2 1.000
#> HP1502401_C22 1 0.000
#> HP1504101T2D_B7 2 0.000
#> HP1502401_E12 1 0.498
#> HP1502401_L4 3 0.249
#> HP1502401_C5 2 1.000
#> HP1504101T2D_L24 2 1.000
#> HP1504101T2D_B12 2 0.751
#> HP1504101T2D_N24 2 0.502
#> HP1502401_L24 1 0.000
#> HP1504101T2D_N18 1 0.000
#> HP1504101T2D_H2 2 1.000
#> HP1502401_A2 2 1.000
#> HP1502401_D2 2 1.000
#> HP1504101T2D_N22 2 1.000
#> HP1502401_O17 3 0.000
#> HP1504101T2D_O5 1 0.751
#> HP1504101T2D_E22 2 1.000
#> HP1504101T2D_E8 2 1.000
#> HP1502401_M6 3 1.000
#> HP1504101T2D_L1 2 1.000
#> HP1504101T2D_C20 2 1.000
#> HP1504101T2D_H17 2 1.000
#> HP1504101T2D_L4 2 0.751
#> HP1502401_F8 1 0.000
#> HP1504101T2D_P7 2 1.000
#> HP1502401_B9 1 0.000
#> HP1504101T2D_J14 3 0.000
#> HP1502401_M17 3 0.000
#> HP1504101T2D_O10 2 1.000
#> HP1504101T2D_D20 1 0.498
#> HP1502401_H12 2 1.000
#> HP1504101T2D_K3 1 0.000
#> HP1504101T2D_D4 1 0.000
#> HP1504101T2D_E21 2 0.253
#> HP1504101T2D_K20 2 0.249
#> HP1504101T2D_I22 2 1.000
#> HP1502401_F9 3 1.000
#> HP1504101T2D_M13 1 0.000
#> HP1504101T2D_H4 2 1.000
#> HP1502401_F16 3 0.000
#> HP1502401_M20 2 1.000
#> HP1504101T2D_K17 2 0.249
#> HP1504101T2D_L10 2 1.000
#> HP1504101T2D_I2 3 0.249
#> HP1504101T2D_K21 1 0.000
#> HP1504101T2D_J3 2 0.249
#> HP1502401_E23 2 1.000
#> HP1502401_A24 2 1.000
#> HP1504101T2D_F9 1 0.000
#> HP1502401_M11 2 1.000
#> HP1504101T2D_I11 1 0.000
#> HP1502401_I8 2 0.498
#> HP1504101T2D_H21 2 1.000
#> HP1504101T2D_A21 1 0.000
#> HP1502401_F23 2 1.000
#> HP1504101T2D_O3 2 1.000
#> HP1504101T2D_N2 2 0.253
#> HP1504101T2D_J20 2 0.751
#> HP1504101T2D_C6 1 0.249
#> HP1504101T2D_L3 2 1.000
#> HP1504101T2D_P11 2 1.000
#> HP1502401_E24 2 1.000
#> HP1504101T2D_J8 1 0.000
#> HP1504101T2D_G21 2 1.000
#> HP1502401_A5 1 0.498
#> HP1504101T2D_F3 2 0.249
#> HP1504101T2D_J1 2 0.751
#> HP1502401_N14 1 0.000
#> HP1502401_M21 2 1.000
#> HP1504101T2D_C3 1 0.000
#> HP1504101T2D_F1 2 0.747
#> HP1504101T2D_P4 1 0.000
#> HP1502401_I12 2 1.000
#> HP1504101T2D_P5 2 1.000
#> HP1502401_K21 2 1.000
#> HP1504101T2D_N8 2 0.751
#> HP1502401_I19 1 1.000
#> HP1502401_C20 2 1.000
#> HP1504101T2D_G23 2 1.000
#> HP1502401_H16 2 1.000
#> HP1502401_J24 2 1.000
#> HP1502401_C17 1 0.000
#> HP1504101T2D_E12 1 0.000
#> HP1504101T2D_A2 1 0.000
#> HP1504101T2D_K11 1 0.000
#> HP1504101T2D_D15 2 1.000
#> HP1504101T2D_E2 1 0.000
#> HP1504101T2D_D23 2 1.000
#> HP1504101T2D_N6 2 1.000
#> HP1504101T2D_N23 1 0.000
#> HP1502401_L20 2 1.000
#> HP1504101T2D_A16 1 0.000
#> HP1502401_E18 1 0.000
#> HP1504101T2D_O17 1 0.249
#> HP1502401_N20 2 1.000
#> HP1502401_E11 2 1.000
#> HP1502401_C24 1 0.000
#> HP1504101T2D_H1 2 1.000
#> HP1502401_K11 3 0.000
#> HP1502401_M16 2 1.000
#> HP1502401_E2 2 1.000
#> HP1504101T2D_D12 2 1.000
#> HP1504101T2D_H22 2 0.747
#> HP1504101T2D_M12 1 0.000
#> HP1502401_B10 3 1.000
#> HP1502401_F20 2 1.000
#> HP1504101T2D_D3 1 0.000
#> HP1504101T2D_B13 2 0.751
#> HP1504101T2D_F19 2 1.000
#> HP1504101T2D_F13 2 1.000
#> HP1502401_B16 2 1.000
#> HP1502401_C1 2 0.000
#> HP1502401_C21 2 1.000
#> HP1504101T2D_F21 1 0.000
#> HP1504101T2D_J9 2 0.747
#> HP1502401_I21 2 0.000
#> HP1504101T2D_K15 1 0.000
#> HP1504101T2D_H24 2 1.000
#> HP1502401_I17 1 0.000
#> HP1502401_C7 2 1.000
#> HP1504101T2D_F24 1 0.253
#> HP1504101T2D_P20 1 0.502
#> HP1504101T2D_B14 1 1.000
#> HP1502401_H19 2 1.000
#> HP1502401_F6 1 0.000
#> HP1502401_L1 2 1.000
#> HP1502401_F1 1 0.000
#> HP1502401_J2 2 0.249
#> HP1502401_C3 1 0.000
#> HP1504101T2D_E20 2 1.000
#> HP1504101T2D_H3 1 0.000
#> HP1502401_I24 2 1.000
#> HP1504101T2D_P12 2 1.000
#> HP1504101T2D_C16 2 1.000
#> HP1502401_N21 3 1.000
#> HP1502401_A10 2 1.000
#> HP1502401_M22 2 0.498
#> HP1502401_A17 2 1.000
#> HP1504101T2D_O2 1 0.000
#> HP1504101T2D_A8 2 1.000
#> HP1502401_J12 3 1.000
#> HP1504101T2D_A14 1 0.249
#> HP1504101T2D_I12 1 1.000
#> HP1504101T2D_H15 2 0.249
#> HP1504101T2D_J22 2 1.000
#> HP1502401_F21 2 1.000
#> HP1502401_H1 2 1.000
#> HP1504101T2D_O11 2 1.000
#> HP1504101T2D_M23 2 1.000
#> HP1502401_K7 1 0.498
#> HP1504101T2D_J5 2 0.000
#> HP1502401_I23 2 1.000
#> HP1504101T2D_G8 2 1.000
#> HP1504101T2D_K14 1 0.000
#> HP1502401_O3 3 0.498
#> HP1502401_F10 2 1.000
#> HP1502401_H18 2 1.000
#> HP1502401_E3 2 1.000
#> HP1504101T2D_J24 2 1.000
#> HP1502401_J9 1 0.498
#> HP1504101T2D_D5 2 0.751
#> HP1504101T2D_D11 2 0.000
#> HP1504101T2D_F4 1 0.000
#> HP1504101T2D_O23 2 0.498
#> HP1502401_N3 2 1.000
#> HP1504101T2D_L18 2 1.000
#> HP1504101T2D_F20 2 1.000
#> HP1502401_N16 2 0.751
#> HP1504101T2D_K18 2 0.747
#> HP1504101T2D_P18 2 1.000
#> HP1502401_E9 2 1.000
#> HP1504101T2D_M3 3 1.000
#> HP1504101T2D_G11 1 0.249
#> HP1504101T2D_L19 2 1.000
#> HP1504101T2D_G18 1 0.000
#> HP1504101T2D_N5 2 1.000
#> HP1502401_N19 2 1.000
#> HP1502401_B8 2 1.000
#> HP1502401_E20 2 1.000
#> HP1504101T2D_O1 1 0.000
#> HP1504101T2D_A23 2 0.747
#> HP1504101T2D_D6 2 1.000
#> HP1502401_K20 2 1.000
#> HP1502401_D15 1 0.000
#> HP1504101T2D_N16 2 1.000
#> HP1502401_B23 2 1.000
#> HP1504101T2D_O24 2 1.000
#> HP1502401_H9 1 0.000
#> HP1504101T2D_A18 2 1.000
#> HP1504101T2D_F16 2 1.000
#> HP1502401_I10 1 1.000
#> AZ_A1 1 0.000
#> AZ_A2 3 0.751
#> AZ_A3 1 0.249
#> AZ_B6 1 0.249
#> AZ_B9 2 1.000
#> AZ_B4 1 1.000
#> AZ_A6 2 1.000
#> AZ_C11 2 1.000
#> AZ_B10 3 1.000
#> AZ_A4 1 0.498
#> AZ_C10 2 1.000
#> AZ_A5 1 1.000
#> AZ_C12 1 0.000
#> AZ_B8 2 1.000
#> AZ_B1 2 1.000
#> AZ_A12 3 0.000
#> AZ_B7 1 0.751
#> AZ_C1 2 1.000
#> AZ_A9 1 1.000
#> AZ_A8 3 1.000
#> AZ_A11 2 1.000
#> AZ_C2 2 1.000
#> AZ_B11 2 1.000
#> AZ_B12 2 1.000
#> AZ_B2 2 1.000
#> AZ_B3 2 1.000
#> AZ_A7 2 1.000
#> AZ_A10 2 1.000
#> AZ_C3 2 1.000
#> AZ_B5 2 1.000
#> AZ_E12 2 1.000
#> AZ_G12 1 0.751
#> AZ_F10 1 0.000
#> AZ_H4 1 1.000
#> AZ_D3 2 1.000
#> AZ_E4 2 1.000
#> AZ_G6 2 1.000
#> AZ_H5 3 0.000
#> AZ_G4 3 0.000
#> AZ_E10 1 0.000
#> AZ_G10 3 0.000
#> AZ_D6 2 1.000
#> AZ_H1 3 0.000
#> AZ_G3 3 0.000
#> AZ_H11 3 1.000
#> AZ_D9 3 0.000
#> AZ_D5 3 0.000
#> AZ_H8 1 0.000
#> AZ_G11 1 0.000
#> AZ_F3 1 1.000
#> AZ_G5 2 1.000
#> AZ_H2 3 0.000
#> AZ_E11 1 0.000
#> AZ_E2 2 1.000
#> AZ_H10 2 1.000
#> AZ_F6 2 0.751
#> AZ_G7 1 0.000
#> AZ_F5 2 0.751
#> AZ_G9 1 0.000
#> AZ_D8 2 1.000
#> AZ_E3 3 1.000
#> AZ_D10 1 0.502
#> AZ_E7 2 1.000
#> AZ_E1 1 0.000
#> AZ_G2 3 0.000
#> AZ_H6 3 0.000
#> AZ_F9 3 0.747
#> AZ_C8 2 1.000
#> AZ_C7 1 0.747
#> AZ_H12 3 0.000
#> AZ_H7 1 1.000
#> AZ_D1 1 0.000
#> AZ_E5 2 1.000
#> AZ_D12 3 0.751
#> AZ_F4 2 1.000
#> AZ_F7 2 1.000
#> AZ_G8 1 0.000
#> AZ_H3 1 0.747
#> AZ_F12 1 0.000
#> AZ_C4 2 1.000
#> AZ_C5 2 1.000
#> AZ_D7 2 1.000
#> AZ_D4 2 1.000
#> AZ_F2 2 1.000
#> AZ_D11 1 1.000
#> AZ_E8 2 1.000
#> AZ_F1 2 1.000
#> AZ_F8 2 1.000
#> AZ_C9 2 1.000
#> AZ_G1 2 1.000
#> AZ_F11 1 1.000
#> AZ_C6 1 0.000
#> AZ_E9 2 1.000
#> AZ_H9 3 0.000
#> AZ_D2 3 0.000
#> AZ_E6 1 0.000
#> HP1508501T2D_E3 1 0.000
#> HP1508501T2D_C1 1 0.000
#> HP1508501T2D_O2 1 0.000
#> HP1508501T2D_E2 1 0.249
#> HP1508501T2D_M2 1 0.000
#> HP1508501T2D_C3 1 0.000
#> HP1508501T2D_M1 3 1.000
#> HP1508501T2D_A2 1 0.000
#> HP1508501T2D_K2 2 0.000
#> HP1508501T2D_A1 1 0.000
#> HP1508501T2D_E1 2 0.000
#> HP1508501T2D_A3 2 0.000
#> HP1508501T2D_I2 3 1.000
#> HP1508501T2D_O1 2 0.000
#> HP1508501T2D_G2 2 0.000
#> HP1508501T2D_I1 2 0.000
#> HP1508501T2D_C2 2 0.000
#> HP1508501T2D_K1 3 1.000
#> HP1508501T2D_G3 2 0.000
#> HP1508501T2D_G1 2 0.000
#> HP1508501T2D_D23 1 0.000
#> HP1508501T2D_C20 3 1.000
#> HP1508501T2D_M9 3 1.000
#> HP1508501T2D_L13 2 0.000
#> HP1508501T2D_K13 1 0.000
#> HP1508501T2D_O4 3 1.000
#> HP1508501T2D_N1 2 0.000
#> HP1508501T2D_P7 2 0.000
#> HP1508501T2D_N14 1 0.000
#> HP1508501T2D_B15 2 0.000
#> HP1508501T2D_D2 2 0.000
#> HP1508501T2D_D20 1 0.000
#> HP1508501T2D_I5 1 0.000
#> HP1508501T2D_H11 2 0.502
#> HP1508501T2D_E24 3 1.000
#> HP1508501T2D_B18 2 0.000
#> HP1508501T2D_G15 2 0.000
#> HP1508501T2D_M20 2 0.000
#> HP1508501T2D_C6 1 0.000
#> HP1508501T2D_B23 2 0.000
#> HP1508501T2D_K11 1 0.000
#> HP1508501T2D_A8 2 0.000
#> HP1508501T2D_J21 2 0.000
#> HP1508501T2D_A13 2 0.000
#> HP1508501T2D_O3 2 0.000
#> HP1508501T2D_F3 2 0.000
#> HP1508501T2D_M17 2 0.000
#> HP1508501T2D_I15 2 0.000
#> HP1508501T2D_E6 3 1.000
#> HP1508501T2D_E14 3 1.000
#> HP1508501T2D_G16 1 0.000
#> HP1508501T2D_M19 2 0.000
#> HP1508501T2D_D17 2 0.000
#> HP1508501T2D_L18 2 0.000
#> HP1508501T2D_A23 3 1.000
#> HP1508501T2D_M3 2 0.000
#> HP1508501T2D_L20 3 0.253
#> HP1508501T2D_L8 1 0.000
#> HP1508501T2D_F17 2 0.000
#> HP1508501T2D_L19 1 0.000
#> HP1508501T2D_A10 3 1.000
#> HP1508501T2D_H24 1 0.000
#> HP1508501T2D_D7 1 0.000
#> HP1508501T2D_P14 2 0.000
#> HP1508501T2D_O21 1 0.000
#> HP1508501T2D_I24 2 0.000
#> HP1508501T2D_L12 1 0.000
#> HP1508501T2D_H22 3 0.502
#> HP1508501T2D_I20 3 1.000
#> HP1508501T2D_F4 2 0.000
#> HP1508501T2D_F12 2 0.498
#> HP1508501T2D_P10 1 0.000
#> HP1508501T2D_N9 3 1.000
#> HP1508501T2D_H5 2 0.000
#> HP1508501T2D_A19 2 0.000
#> HP1508501T2D_B9 1 0.000
#> HP1508501T2D_H2 2 0.498
#> HP1508501T2D_J23 3 1.000
#> HP1508501T2D_A20 1 0.000
#> HP1508501T2D_P24 1 0.000
#> HP1508501T2D_G7 1 0.000
#> HP1508501T2D_B17 2 0.000
#> HP1508501T2D_A6 1 0.249
#> HP1508501T2D_D5 2 0.000
#> HP1508501T2D_H8 1 0.000
#> HP1508501T2D_K8 1 0.000
#> HP1508501T2D_I3 2 0.000
#> HP1508501T2D_I8 2 0.000
#> HP1508501T2D_L6 2 0.000
#> HP1508501T2D_B5 3 0.502
#> HP1508501T2D_C14 3 1.000
#> HP1508501T2D_J11 2 0.000
#> HP1508501T2D_F16 2 0.000
#> HP1508501T2D_L7 2 1.000
#> HP1508501T2D_O16 1 0.000
#> HP1508501T2D_L14 2 0.000
#> HP1508501T2D_N7 2 0.000
#> HP1508501T2D_M15 2 0.000
#> HP1508501T2D_O24 1 0.000
#> HP1508501T2D_K22 2 0.000
#> HP1508501T2D_H17 2 0.000
#> HP1508501T2D_G10 2 0.000
#> HP1508501T2D_M22 2 0.000
#> HP1508501T2D_M24 1 0.000
#> HP1508501T2D_N13 2 0.000
#> HP1508501T2D_F14 2 0.000
#> HP1508501T2D_D6 3 0.751
#> HP1508501T2D_G9 1 0.000
#> HP1508501T2D_E12 2 0.000
#> HP1508501T2D_J10 1 0.000
#> HP1508501T2D_C7 1 0.000
#> HP1508501T2D_P3 2 0.000
#> HP1508501T2D_H20 1 0.000
#> HP1508501T2D_H4 2 0.000
#> HP1508501T2D_E18 2 0.000
#> HP1508501T2D_G11 2 0.000
#> HP1508501T2D_I6 1 0.000
#> HP1508501T2D_P11 3 1.000
#> HP1508501T2D_L16 2 0.000
#> HP1508501T2D_N3 1 0.000
#> HP1508501T2D_P9 3 1.000
#> HP1508501T2D_F8 2 0.000
#> HP1508501T2D_O14 3 0.751
#> HP1508501T2D_D1 2 1.000
#> HP1508501T2D_A22 1 0.000
#> HP1508501T2D_L10 2 0.000
#> HP1508501T2D_F13 1 0.000
#> HP1508501T2D_N24 2 0.000
#> HP1508501T2D_O7 2 0.000
#> HP1508501T2D_P17 1 0.000
#> HP1508501T2D_C9 2 0.000
#> HP1508501T2D_K21 3 1.000
#> HP1508501T2D_O15 1 0.000
#> HP1508501T2D_F22 1 1.000
#> HP1508501T2D_H1 1 0.000
#> HP1508501T2D_H6 2 0.249
#> HP1508501T2D_E15 2 0.000
#> HP1508501T2D_J9 3 1.000
#> HP1508501T2D_N19 1 0.000
#> HP1508501T2D_B11 3 1.000
#> HP1508501T2D_B19 1 0.000
#> HP1508501T2D_E10 2 1.000
#> HP1508501T2D_I18 2 0.249
#> HP1508501T2D_M11 1 0.000
#> HP1508501T2D_B21 2 0.249
#> HP1508501T2D_N17 2 0.000
#> HP1508501T2D_G12 2 0.000
#> HP1508501T2D_C13 2 0.000
#> HP1508501T2D_L3 1 0.000
#> HP1508501T2D_E22 2 0.253
#> HP1508501T2D_A24 2 0.000
#> HP1508501T2D_K16 3 1.000
#> HP1508501T2D_P5 1 0.000
#> HP1508501T2D_N20 3 0.751
#> HP1508501T2D_M4 3 1.000
#> HP1508501T2D_N2 2 0.000
#> HP1508501T2D_K18 2 0.751
#> HP1508501T2D_B8 2 0.000
#> HP1508501T2D_N22 2 1.000
#> HP1508501T2D_I16 2 0.000
#> HP1508501T2D_C24 2 0.000
#> HP1508501T2D_H13 2 0.000
#> HP1508501T2D_M7 2 0.000
#> HP1508501T2D_A16 3 1.000
#> HP1508501T2D_L21 2 0.000
#> HP1508501T2D_G19 2 0.000
#> HP1508501T2D_F1 3 0.000
#> HP1508501T2D_P15 1 0.000
#> HP1508501T2D_E7 2 0.000
#> HP1508501T2D_I11 2 0.000
#> HP1508501T2D_K7 2 0.000
#> HP1508501T2D_O9 2 0.000
#> HP1508501T2D_H12 2 0.249
#> HP1508501T2D_K4 2 0.000
#> HP1508501T2D_I17 2 0.000
#> HP1508501T2D_P18 1 0.000
#> HP1508501T2D_O13 2 0.000
#> HP1508501T2D_H18 2 0.000
#> HP1508501T2D_M16 3 0.502
#> HP1508501T2D_O18 1 0.000
#> HP1508501T2D_L4 1 0.000
#> HP1508501T2D_P21 1 0.000
#> HP1508501T2D_H3 2 0.000
#> HP1508501T2D_C10 2 0.000
#> HP1508501T2D_F10 1 0.000
#> HP1508501T2D_L11 3 1.000
#> HP1508501T2D_B20 3 1.000
#> HP1508501T2D_B4 3 1.000
#> HP1508501T2D_J17 2 0.000
#> HP1508501T2D_C23 2 0.000
#> HP1508501T2D_K17 2 0.000
#> HP1508501T2D_G14 2 0.000
#> HP1508501T2D_D3 2 0.000
#> HP1508501T2D_L22 1 0.000
#> HP1508501T2D_K20 3 0.751
#> HP1508501T2D_L1 1 0.000
#> HP1508501T2D_D16 2 0.000
#> HP1508501T2D_G24 2 0.000
#> HP1508501T2D_B10 3 1.000
#> HP1508501T2D_J13 2 0.000
#> HP1508501T2D_P8 2 0.000
#> HP1508501T2D_N18 2 0.498
#> HP1508501T2D_G5 1 0.000
#> HP1508501T2D_M18 2 0.000
#> HP1508501T2D_B2 1 0.000
#> HP1508501T2D_P22 1 0.000
#> HP1508501T2D_A7 1 0.000
#> HP1508501T2D_C22 1 0.000
#> HP1508501T2D_I22 2 1.000
#> HP1508501T2D_O10 1 0.000
#> HP1508501T2D_P23 1 0.000
#> HP1508501T2D_G20 2 0.000
#> HP1508501T2D_K12 3 1.000
#> HP1508501T2D_J20 2 0.000
#> HP1508501T2D_K5 1 0.000
#> HP1508501T2D_K6 3 1.000
#> HP1508501T2D_P12 1 0.000
#> HP1508501T2D_J4 2 0.000
#> HP1508501T2D_M14 3 1.000
#> HP1508501T2D_B1 1 0.000
#> HP1508501T2D_F21 2 0.000
#> HP1508501T2D_C19 2 0.000
#> HP1508501T2D_E8 2 0.000
#> HP1508501T2D_G8 1 0.000
#> HP1508501T2D_F19 1 0.000
#> HP1508501T2D_I23 3 0.747
#> HP1508501T2D_M8 3 1.000
#> HP1508501T2D_A5 1 0.000
#> HP1508501T2D_E17 2 0.000
#> HP1508501T2D_B22 3 0.751
#> HP1508501T2D_F7 2 0.000
#> HP1508501T2D_E19 2 0.000
#> HP1508501T2D_J7 1 0.000
#> HP1508501T2D_H16 2 0.000
#> HP1508501T2D_J12 2 0.000
#> HP1508501T2D_H9 1 0.000
#> HP1508501T2D_O22 1 0.000
#> HP1508501T2D_F9 3 1.000
#> HP1508501T2D_G17 2 0.000
#> HP1508501T2D_F15 2 0.751
#> HP1508501T2D_C21 1 0.000
#> HP1508501T2D_C15 3 1.000
#> HP1508501T2D_N4 2 0.000
#> HP1508501T2D_I10 2 0.000
#> HP1508501T2D_I14 3 1.000
#> HP1508501T2D_N15 2 0.000
#> HP1508501T2D_L23 3 1.000
#> HP1508501T2D_J3 2 0.000
#> HP1508501T2D_B24 2 0.502
#> HP1508501T2D_E4 2 0.000
#> HP1508501T2D_G21 3 1.000
#> HP1508501T2D_H23 3 1.000
#> HP1508501T2D_L2 2 0.000
#> HP1508501T2D_D9 2 0.000
#> HP1508501T2D_D21 2 0.498
#> HP1508501T2D_L15 2 0.000
#> HP1508501T2D_G18 2 0.000
#> HP1508501T2D_N16 1 0.000
#> HP1508501T2D_O5 1 0.000
#> HP1508501T2D_E23 2 0.249
#> HP1508501T2D_D14 2 0.000
#> HP1508501T2D_B6 1 0.000
#> HP1508501T2D_O8 2 0.000
#> HP1508501T2D_D24 2 0.000
#> HP1508501T2D_C12 2 0.000
#> HP1508501T2D_K15 2 0.000
#> HP1508501T2D_J22 2 0.249
#> HP1508501T2D_F18 2 0.000
#> HP1508501T2D_N23 2 0.000
#> HP1508501T2D_A17 2 0.000
#> HP1508501T2D_L24 2 0.000
#> HP1508501T2D_C11 2 0.000
#> HP1508501T2D_A9 1 0.000
#> HP1508501T2D_I9 1 0.000
#> HP1508501T2D_P2 2 0.000
#> HP1508501T2D_C8 2 0.000
#> HP1508501T2D_D13 3 1.000
#> HP1508501T2D_O20 1 0.000
#> HP1508501T2D_D12 1 0.000
#> HP1508501T2D_F5 1 0.249
#> HP1508501T2D_A4 1 0.000
#> HP1508501T2D_L17 2 0.000
#> HP1508501T2D_D15 2 0.000
#> HP1508501T2D_C5 1 0.000
#> HP1508501T2D_B7 1 0.000
#> HP1508501T2D_B14 2 0.000
#> HP1508501T2D_F11 2 0.249
#> HP1508501T2D_C16 3 1.000
#> HP1508501T2D_F24 1 0.000
#> HP1508501T2D_C18 2 0.000
#> HP1508501T2D_O17 1 0.000
#> HP1508501T2D_O12 2 0.000
#> HP1508501T2D_J14 2 0.000
#> HP1508501T2D_G6 3 1.000
#> HP1508501T2D_L5 2 0.000
#> HP1508501T2D_M23 2 1.000
#> HP1508501T2D_K10 1 0.000
#> HP1508501T2D_J5 3 1.000
#> HP1508501T2D_N10 2 0.000
#> HP1508501T2D_K23 2 0.000
#> HP1508501T2D_P1 2 0.000
#> HP1508501T2D_F6 1 0.000
#> HP1508501T2D_N11 2 0.000
#> HP1508501T2D_F23 1 0.000
#> HP1508501T2D_K24 3 0.747
#> HP1508501T2D_D11 3 0.751
#> HP1508501T2D_M12 2 0.000
#> HP1508501T2D_I4 2 0.000
#> HP1508501T2D_K19 2 0.000
#> HP1508501T2D_N6 2 0.000
#> HP1508501T2D_I19 2 0.000
#> HP1508501T2D_J6 2 0.000
#> HP1508501T2D_B12 2 0.000
#> HP1508501T2D_B13 1 0.000
#> HP1508501T2D_K14 2 0.000
#> HP1508501T2D_N5 1 0.751
#> HP1508501T2D_D4 1 0.000
#> HP1508501T2D_A21 1 0.000
#> HP1508501T2D_J16 2 0.000
#> HP1508501T2D_H10 2 0.000
#> HP1508501T2D_M13 1 0.000
#> HP1508501T2D_M5 3 0.000
#> HP1508501T2D_H21 2 0.498
#> HP1508501T2D_D18 2 0.000
#> HP1508501T2D_G13 2 0.000
#> HP1508501T2D_N21 2 0.000
#> HP1508501T2D_F2 2 0.000
#> HP1508501T2D_E20 2 0.000
#> HP1508501T2D_J2 3 1.000
#> HP1508501T2D_J8 2 0.000
#> HP1508501T2D_O19 1 0.000
#> HP1508501T2D_P6 3 1.000
#> HP1508501T2D_P19 1 0.000
#> HP1508501T2D_C4 2 0.502
#> HP1508501T2D_O6 1 0.000
#> HP1508501T2D_E5 1 0.000
#> HP1508501T2D_H15 3 0.498
#> HP1508501T2D_G23 2 0.000
#> HP1508501T2D_A14 2 0.000
#> HP1508501T2D_I7 2 1.000
#> HP1508501T2D_A12 2 0.000
#> HP1508501T2D_O11 2 0.000
#> HP1508501T2D_B3 2 0.000
#> HP1508501T2D_A15 2 0.000
#> HP1508501T2D_I12 2 0.000
#> HP1508501T2D_J1 2 0.249
#> HP1508501T2D_M10 2 0.000
#> HP1508501T2D_A11 2 0.000
#> HP1508501T2D_H14 3 1.000
#> HP1508501T2D_D19 1 0.000
#> HP1508501T2D_K9 3 1.000
#> HP1508501T2D_E21 1 0.000
#> HP1508501T2D_J24 2 0.498
#> HP1508501T2D_N12 1 0.000
#> HP1508501T2D_H7 1 0.000
#> HP1508501T2D_J18 2 0.000
#> HP1508501T2D_E11 2 0.000
#> HP1508501T2D_F20 2 0.000
#> HP1508501T2D_G4 2 0.000
#> HP1508501T2D_J19 1 0.747
#> HP1508501T2D_I13 2 0.000
#> HP1508501T2D_D8 2 0.000
#> HP1508501T2D_L9 2 0.000
#> HP1508501T2D_O23 1 0.000
#> HP1508501T2D_M6 1 0.000
#> HP1508501T2D_A18 1 0.000
#> HP1508501T2D_E9 2 0.000
#> HP1508501T2D_C17 3 1.000
#> HP1508501T2D_D22 3 0.253
#> HP1508501T2D_E16 1 1.000
#> HP1508501T2D_D10 2 0.000
#> HP1508501T2D_B16 2 0.000
#> HP1508501T2D_G22 2 0.000
#> HP1508501T2D_E13 2 0.000
#> HP1508501T2D_I21 3 1.000
#> HP1508501T2D_H19 1 0.000
#> HP1508501T2D_P20 1 0.000
#> HP1508501T2D_M21 1 0.000
#> HP1508501T2D_P16 1 0.000
#> HP1508501T2D_K3 2 0.000
#> HP1508501T2D_N8 2 0.000
#> HP1508501T2D_J15 2 0.000
#> HP1506401_E1 1 0.000
#> HP1506401_A3 1 0.000
#> HP1506401_A2 1 0.000
#> HP1506401_I2 3 1.000
#> HP1506401_O1 1 0.000
#> HP1506401_E2 1 0.000
#> HP1506401_C2 1 0.000
#> HP1506401_M2 1 0.000
#> HP1506401_G3 3 1.000
#> HP1506401_A1 1 0.000
#> HP1506401_C1 1 0.000
#> HP1506401_K1 3 1.000
#> HP1506401_I1 3 1.000
#> HP1506401_G2 2 0.498
#> HP1506401_C3 1 0.000
#> HP1506401_K2 2 0.000
#> HP1506401_M1 2 0.000
#> HP1506401_E3 1 0.498
#> HP1506401_G1 2 0.000
#> HP1506401_O2 2 0.000
#> HP1506401_M9 1 0.000
#> HP1506401_E10 1 0.000
#> HP1506401_D14 3 1.000
#> HP1506401_A9 3 1.000
#> HP1506401_K10 1 0.000
#> HP1506401_N6 1 0.000
#> HP1506401_B22 3 1.000
#> HP1506401_N10 2 0.000
#> HP1506401_D15 2 0.000
#> HP1506401_N7 1 0.000
#> HP1506401_D21 1 0.000
#> HP1506401_J9 2 0.000
#> HP1506401_F7 1 0.000
#> HP1506401_E7 1 0.000
#> HP1506401_K12 3 1.000
#> HP1506401_N1 3 1.000
#> HP1506401_C18 1 0.000
#> HP1506401_G14 2 0.000
#> HP1506401_O16 2 0.000
#> HP1506401_D3 2 0.000
#> HP1506401_E23 2 0.000
#> HP1506401_G21 2 0.000
#> HP1506401_B17 2 0.000
#> HP1506401_N9 2 0.000
#> HP1506401_J5 3 1.000
#> HP1506401_C9 3 1.000
#> HP1506401_J19 1 0.000
#> HP1506401_C14 1 0.000
#> HP1506401_L12 1 0.000
#> HP1506401_C21 1 0.000
#> HP1506401_B7 1 0.000
#> HP1506401_L19 1 0.000
#> HP1506401_M16 2 0.000
#> HP1506401_H15 2 0.000
#> HP1506401_A18 1 0.000
#> HP1506401_C19 1 0.000
#> HP1506401_P8 1 0.000
#> HP1506401_C12 1 0.000
#> HP1506401_H16 2 0.000
#> HP1506401_A19 1 0.000
#> HP1506401_C24 2 1.000
#> HP1506401_E6 3 1.000
#> HP1506401_F6 1 0.000
#> HP1506401_N21 1 0.000
#> HP1506401_O19 1 0.000
#> HP1506401_I14 2 0.000
#> HP1506401_M15 1 0.000
#> HP1506401_N18 1 0.502
#> HP1506401_J2 2 0.000
#> HP1506401_N12 1 0.000
#> HP1506401_M13 1 0.000
#> HP1506401_K13 1 0.000
#> HP1506401_F13 3 1.000
#> HP1506401_I5 1 0.000
#> HP1506401_B1 2 0.000
#> HP1506401_A13 1 0.000
#> HP1506401_H4 2 0.000
#> HP1506401_I15 2 0.000
#> HP1506401_O4 2 0.000
#> HP1506401_K5 1 0.000
#> HP1506401_M3 1 0.000
#> HP1506401_L7 3 1.000
#> HP1506401_O5 1 0.000
#> HP1506401_J13 1 0.000
#> HP1506401_J18 1 0.000
#> HP1506401_A8 1 0.000
#> HP1506401_D24 2 0.000
#> HP1506401_L21 2 0.000
#> HP1506401_J24 2 0.000
#> HP1506401_E22 1 0.000
#> HP1506401_G8 2 0.000
#> HP1506401_F12 2 0.000
#> HP1506401_J6 2 0.498
#> HP1506401_H12 2 0.498
#> HP1506401_O13 1 0.000
#> HP1506401_N8 1 0.000
#> HP1506401_N5 2 0.000
#> HP1506401_I24 2 0.000
#> HP1506401_E20 1 0.000
#> HP1506401_F24 2 0.000
#> HP1506401_F8 2 0.000
#> HP1506401_N2 1 0.000
#> HP1506401_F16 2 0.000
#> HP1506401_F21 3 1.000
#> HP1506401_M18 2 0.249
#> HP1506401_I13 2 0.000
#> HP1506401_J8 2 0.000
#> HP1506401_G7 1 0.000
#> HP1506401_K17 2 0.000
#> HP1506401_O24 2 0.000
#> HP1506401_C10 1 0.000
#> HP1506401_L18 2 0.000
#> HP1506401_M22 1 0.000
#> HP1506401_H18 2 0.747
#> HP1506401_F2 2 0.000
#> HP1506401_A5 3 1.000
#> HP1506401_N20 2 0.000
#> HP1506401_M20 1 0.000
#> HP1506401_M4 2 0.000
#> HP1506401_J3 2 1.000
#> HP1506401_O9 1 0.000
#> HP1506401_K18 1 0.000
#> HP1506401_N16 3 1.000
#> HP1506401_M5 1 0.000
#> HP1506401_L22 1 0.000
#> HP1506401_M23 1 0.000
#> HP1506401_A10 1 0.000
#> HP1506401_D8 2 0.000
#> HP1506401_H7 2 0.000
#> HP1506401_M21 2 0.000
#> HP1506401_E15 2 0.000
#> HP1506401_P11 3 1.000
#> HP1506401_L10 2 1.000
#> HP1506401_I7 1 0.000
#> HP1506401_N24 2 0.000
#> HP1506401_P5 2 0.000
#> HP1506401_B12 1 0.000
#> HP1506401_D6 1 0.000
#> HP1506401_O20 1 0.000
#> HP1506401_E12 2 0.000
#> HP1506401_B4 2 0.000
#> HP1506401_P24 1 0.000
#> HP1506401_D10 1 0.000
#> HP1506401_L20 2 0.000
#> HP1506401_P20 2 0.000
#> HP1506401_C17 2 0.000
#> HP1506401_F1 1 0.000
#> HP1506401_M19 2 0.000
#> HP1506401_D5 1 0.000
#> HP1506401_J7 3 1.000
#> HP1506401_J23 2 0.000
#> HP1506401_D2 2 0.000
#> HP1506401_D16 1 0.000
#> HP1506401_D23 2 0.000
#> HP1506401_G18 2 0.000
#> HP1506401_J17 2 0.000
#> HP1506401_B2 1 0.000
#> HP1506401_B5 2 0.000
#> HP1506401_K6 2 0.000
#> HP1506401_E17 2 0.000
#> HP1506401_N4 2 0.000
#> HP1506401_G19 3 1.000
#> HP1506401_O17 1 0.000
#> HP1506401_O21 2 0.000
#> HP1506401_A22 1 0.000
#> HP1506401_H14 2 0.000
#> HP1506401_L9 2 0.249
#> HP1506401_B21 1 0.000
#> HP1506401_K23 2 0.000
#> HP1506401_F15 1 0.000
#> HP1506401_H20 1 0.000
#> HP1506401_L4 2 0.000
#> HP1506401_E18 2 0.000
#> HP1506401_K24 1 0.000
#> HP1506401_L13 2 0.000
#> HP1506401_G4 2 0.000
#> HP1506401_I17 2 0.000
#> HP1506401_H6 3 1.000
#> HP1506401_O23 2 0.000
#> HP1506401_H11 3 1.000
#> HP1506401_H8 1 0.000
#> HP1506401_F10 2 0.000
#> HP1506401_O15 1 0.000
#> HP1506401_I4 2 0.000
#> HP1506401_I23 2 0.000
#> HP1506401_F18 2 0.000
#> HP1506401_D17 2 0.000
#> HP1506401_O10 2 0.000
#> HP1506401_J10 1 0.000
#> HP1506401_P22 3 1.000
#> HP1506401_J4 3 1.000
#> HP1506401_D12 2 0.000
#> HP1506401_O8 2 1.000
#> HP1506401_C15 1 0.000
#> HP1506401_B14 2 0.000
#> HP1506401_D11 1 0.000
#> HP1506401_E5 1 0.000
#> HP1506401_P17 1 0.000
#> HP1506401_C4 2 0.000
#> HP1506401_I20 1 0.000
#> HP1506401_B16 2 0.000
#> HP1506401_I21 2 0.000
#> HP1506401_I6 2 0.000
#> HP1506401_F14 3 1.000
#> HP1506401_P19 3 1.000
#> HP1506401_O14 1 0.000
#> HP1506401_H21 1 0.000
#> HP1506401_K22 1 0.751
#> HP1506401_F19 3 1.000
#> HP1506401_N19 1 0.000
#> HP1506401_I9 1 0.000
#> HP1506401_G9 3 1.000
#> HP1506401_K15 1 0.000
#> HP1506401_O6 2 0.000
#> HP1506401_A20 1 0.000
#> HP1506401_A21 2 0.000
#> HP1506401_L14 3 1.000
#> HP1506401_C20 1 0.000
#> HP1506401_P18 1 0.000
#> HP1506401_H17 1 0.000
#> HP1506401_L1 3 1.000
#> HP1506401_C13 2 0.000
#> HP1506401_A15 1 0.498
#> HP1506401_P7 1 0.000
#> HP1506401_O7 2 0.000
#> HP1506401_G20 1 0.000
#> HP1506401_C11 1 0.000
#> HP1506401_A4 2 0.000
#> HP1506401_D9 2 0.000
#> HP1506401_P1 2 1.000
#> HP1506401_O3 3 1.000
#> HP1506401_L17 3 1.000
#> HP1506401_A16 1 0.000
#> HP1506401_H13 2 0.000
#> HP1506401_K14 2 0.000
#> HP1506401_K8 1 0.000
#> HP1506401_L15 1 0.000
#> HP1506401_O11 2 0.000
#> HP1506401_J20 2 0.000
#> HP1506401_A23 1 0.000
#> HP1506401_I11 2 0.000
#> HP1506401_M17 1 0.000
#> HP1506401_C5 2 0.000
#> HP1506401_L5 3 1.000
#> HP1506401_G17 1 0.000
#> HP1506401_P15 1 0.000
#> HP1506401_P12 2 0.000
#> HP1506401_J14 2 0.000
#> HP1506401_N15 3 1.000
#> HP1506401_E16 2 0.000
#> HP1506401_P21 3 1.000
#> HP1506401_F11 2 0.000
#> HP1506401_O18 2 0.000
#> HP1506401_H2 2 0.000
#> HP1506401_K19 2 0.000
#> HP1506401_D4 1 0.000
#> HP1506401_B10 1 0.000
#> HP1506401_G15 2 0.000
#> HP1506401_F22 2 0.000
#> HP1506401_F5 2 0.000
#> HP1506401_H5 1 0.000
#> HP1506401_P6 1 0.000
#> HP1506401_C16 2 0.000
#> HP1506401_K4 3 1.000
#> HP1506401_L6 1 0.000
#> HP1506401_L3 2 0.000
#> HP1506401_H10 1 0.000
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#> HP1506401_B9 1 0.000
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#> HP1506401_I8 2 0.000
#> HP1506401_C6 1 0.000
#> HP1506401_L24 1 0.000
#> HP1506401_A24 2 0.000
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#> HP1506401_G5 2 0.000
#> HP1506401_K21 2 0.000
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#> HP1506401_P9 3 1.000
#> HP1506401_B15 2 1.000
#> HP1506401_K16 2 0.000
#> HP1506401_M8 2 0.000
#> HP1506401_H24 1 0.000
#> HP1506401_A6 2 0.000
#> HP1506401_N13 1 0.000
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#> HP1506401_I18 3 1.000
#> HP1506401_I16 1 0.000
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#> HP1506401_F3 3 1.000
#> HP1506401_A11 1 0.000
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#> HP1506401_D13 2 0.000
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#> HP1506401_D19 1 0.000
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#> HP1506401_M6 2 1.000
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#> HP1506401_E4 1 0.000
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#> HP1506401_D18 1 0.000
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#> HP1506401_M12 3 1.000
#> HP1506401_L16 1 0.000
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#> HP1506401_P23 2 1.000
#> HP1506401_P14 2 0.000
#> HP1506401_P2 1 0.000
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#> HP1506401_L8 1 0.000
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#> HP1506401_L2 3 0.747
#> HP1506401_B6 2 0.000
#> HP1506401_N22 2 0.000
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#> HP1506401_B3 2 0.000
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#> HP1506401_E21 1 0.000
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#> HP1506401_G6 3 1.000
#> HP1506401_G13 3 1.000
#> HP1506401_M24 2 0.000
#> HP1506401_G22 1 0.000
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#> HP1506401_H9 2 0.000
#> HP1506401_P16 1 0.000
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#> HP1506401_H3 2 0.000
#> HP1506401_D22 1 0.000
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#> HP1506401_M10 1 0.000
#> HP1506401_F20 3 1.000
#> HP1506401_E14 2 0.000
#> HP1506401_J12 1 0.000
#> HP1506401_E13 1 0.000
#> HP1506401_J21 3 1.000
#> HP1506401_P4 2 0.000
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#> HP1504901_O3 1 0.000
#> HP1504901_O16 3 1.000
#> HP1504901_E14 3 0.751
#> HP1504901_G11 2 1.000
#> HP1504901_F21 1 0.498
#> HP1504901_N24 3 0.000
#> HP1504901_P24 1 0.000
#> HP1504901_C3 1 0.751
#> HP1504901_D17 3 0.000
#> HP1504901_K6 3 0.000
#> HP1504901_I14 1 0.000
#> HP1504901_M15 1 0.000
#> HP1504901_D2 3 1.000
#> HP1504901_I18 3 0.000
#> HP1504901_E21 3 0.000
#> HP1504901_H18 3 0.000
#> HP1504901_D20 1 0.249
#> HP1504901_D24 3 0.000
#> HP1504901_J6 3 0.253
#> HP1504901_I2 3 0.000
#> HP1504901_D14 3 0.000
#> HP1504901_C1 1 0.000
#> HP1504901_G16 3 1.000
#> HP1504901_I12 3 0.000
#> HP1504901_P20 3 0.000
#> HP1504901_M18 2 1.000
#> HP1504901_P15 1 1.000
#> HP1504901_G22 1 0.498
#> HP1504901_P22 1 0.000
#> HP1504901_J3 3 1.000
#> HP1504901_N10 1 0.498
#> HP1504901_P12 1 0.000
#> HP1504901_M9 1 0.249
#> HP1504901_F4 2 1.000
#> HP1504901_D7 3 0.000
#> HP1504901_M21 3 1.000
#> HP1504901_E13 1 0.249
#> HP1504901_B10 3 0.000
#> HP1504901_H1 3 0.000
#> HP1504901_J5 3 0.000
#> HP1504901_K5 3 1.000
#> HP1504901_M13 1 0.498
#> HP1504901_N6 1 0.000
#> HP1504901_F10 3 1.000
#> HP1504901_H16 2 1.000
#> HP1504901_G15 3 0.000
#> HP1504901_M23 1 0.747
#> HP1504901_H2 3 0.000
#> HP1504901_G18 3 0.000
#> HP1504901_N19 2 1.000
#> HP1504901_P17 1 0.000
#> HP1504901_L21 1 0.751
#> HP1504901_D11 1 0.000
#> HP1504901_P6 1 0.000
#> HP1504901_C6 1 0.000
#> HP1504901_C10 3 0.000
#> HP1504901_I8 2 1.000
#> HP1504901_D3 1 0.498
#> HP1504901_L5 1 0.000
#> HP1504901_I22 3 0.000
#> HP1504901_K18 1 0.747
#> HP1504901_D8 1 0.498
#> HP1504901_G17 1 0.498
#> HP1504901_B21 3 0.249
#> HP1504901_N7 3 0.000
#> HP1504901_C14 3 0.000
#> HP1504901_M1 1 0.000
#> HP1504901_A10 3 0.000
#> HP1504901_I13 3 0.000
#> HP1504901_C23 3 0.000
#> HP1504901_N4 1 0.253
#> HP1504901_E2 3 0.000
#> HP1504901_D21 3 0.000
#> HP1504901_A20 1 0.000
#> HP1504901_G19 3 0.000
#> HP1504901_N5 1 0.000
#> HP1504901_C22 1 0.000
#> HP1504901_N21 3 0.000
#> HP1504901_B2 3 1.000
#> HP1504901_L9 3 0.000
#> HP1504901_N23 3 0.000
#> HP1504901_F3 3 0.000
#> HP1525301T2D_P14 2 0.000
#> HP1525301T2D_K15 2 0.000
#> HP1526901T2D_K9 1 0.000
#> HP1526901T2D_A18 1 0.253
#> HP1525301T2D_D19 3 0.498
#> HP1526901T2D_K12 2 0.000
#> HP1525301T2D_G16 1 0.000
#> HP1525301T2D_G11 3 1.000
#> HP1525301T2D_A6 3 1.000
#> HP1508501T2D_P4 3 1.000
#> HP1525301T2D_K23 2 0.000
#> HP1525301T2D_P12 1 0.000
#> HP1525301T2D_N22 1 0.000
#> HP1525301T2D_P16 2 0.000
#> HP1525301T2D_O14 2 0.000
#> HP1525301T2D_H14 2 1.000
#> HP1525301T2D_F24 2 0.000
#> HP1525301T2D_P1 2 0.000
#> HP1526901T2D_A20 2 0.000
#> HP1526901T2D_A10 2 0.502
#> HP1525301T2D_I21 2 0.253
#> HP1525301T2D_M23 1 0.502
#> HP1526901T2D_A3 2 0.253
#> HP1526901T2D_O5 2 0.000
#> HP1525301T2D_I12 2 0.000
#> HP1525301T2D_P22 2 0.000
#> HP1525301T2D_H9 2 0.000
#> HP1526901T2D_P20 3 1.000
#> HP1525301T2D_B9 1 0.000
#> HP1525301T2D_A10 1 0.000
#> HP1525301T2D_K16 2 0.000
#> HP1526901T2D_B6 2 0.751
#> HP1526901T2D_P9 3 0.249
#> HP1526901T2D_E11 2 0.000
#> HP1525301T2D_F22 1 0.000
#> HP1525301T2D_C3 3 1.000
#> HP1526901T2D_M5 1 0.000
#> HP1525301T2D_F11 1 0.000
#> HP1526901T2D_C21 1 0.000
#> HP1526901T2D_M21 2 0.000
#> HP1526901T2D_H18 2 0.000
#> HP1525301T2D_J22 1 0.000
#> HP1525301T2D_D1 2 0.000
#> HP1526901T2D_D5 2 0.000
#> HP1525301T2D_J14 2 0.000
#> HP1525301T2D_P6 3 0.000
#> HP1525301T2D_F15 2 0.000
#> HP1525301T2D_K9 1 0.000
#> HP1526901T2D_K6 2 0.000
#> HP1525301T2D_C16 3 0.502
#> HP1525301T2D_I18 2 0.000
#> HP1525301T2D_M11 2 0.000
#> HP1526901T2D_J6 3 0.000
#> HP1525301T2D_C20 1 0.000
#> HP1525301T2D_D18 1 0.000
#> HP1525301T2D_I23 2 0.747
#> HP1526901T2D_L16 2 0.000
#> HP1526901T2D_J16 1 0.751
#> HP1526901T2D_F2 2 0.000
#> HP1525301T2D_K14 2 0.000
#> HP1525301T2D_J7 2 0.000
#> HP1525301T2D_B1 2 0.000
#> HP1525301T2D_C4 3 1.000
#> HP1525301T2D_J21 2 0.000
#> HP1525301T2D_E19 3 1.000
#> HP1526901T2D_C13 2 1.000
#> HP1525301T2D_B4 3 0.253
#> HP1525301T2D_F19 3 1.000
#> HP1526901T2D_D15 1 0.000
#> HP1525301T2D_B5 3 1.000
#> HP1526901T2D_G6 1 0.000
#> HP1526901T2D_C19 2 0.000
#> HP1526901T2D_E18 2 0.000
#> HP1525301T2D_I13 1 0.000
#> HP1525301T2D_N3 2 0.751
#> HP1525301T2D_P7 1 0.000
#> HP1525301T2D_D7 1 1.000
#> HP1525301T2D_I6 3 0.000
#> HP1525301T2D_N23 2 0.000
#> HP1526901T2D_H23 2 0.000
#> HP1526901T2D_G5 1 0.000
#> HP1525301T2D_G22 2 0.000
#> HP1525301T2D_J5 2 0.000
#> HP1525301T2D_D16 1 0.000
#> HP1525301T2D_C12 1 0.000
#> HP1525301T2D_K4 1 0.000
#> HP1525301T2D_F6 1 0.000
#> HP1525301T2D_D10 2 0.000
#> HP1525301T2D_H5 1 0.000
#> HP1526901T2D_F15 2 0.000
#> HP1526901T2D_O22 2 0.000
#> HP1526901T2D_M8 2 0.000
#> HP1525301T2D_C6 2 0.000
#> HP1526901T2D_G21 2 0.000
#> HP1525301T2D_D11 3 1.000
#> HP1526901T2D_I6 2 0.000
#> HP1526901T2D_H24 2 1.000
#> HP1525301T2D_E1 3 1.000
#> HP1526901T2D_J22 2 0.000
#> HP1526901T2D_N15 2 0.000
#> HP1525301T2D_G3 2 0.000
#> HP1525301T2D_E11 2 0.498
#> HP1525301T2D_C2 3 1.000
#> HP1526901T2D_A1 2 0.751
#> HP1525301T2D_D17 1 0.249
#> HP1526901T2D_F3 2 0.000
#> HP1526901T2D_P21 2 0.498
#> HP1525301T2D_B11 2 0.000
#> HP1526901T2D_J24 2 0.751
#> HP1526901T2D_M15 2 0.000
#> HP1526901T2D_F14 1 0.000
#> HP1526901T2D_K11 2 0.253
#> HP1526901T2D_G17 2 0.502
#> HP1526901T2D_L1 2 0.000
#> HP1526901T2D_P3 1 0.000
#> HP1526901T2D_L2 2 0.000
#> HP1525301T2D_M24 1 0.000
#> HP1526901T2D_M19 2 0.000
#> HP1526901T2D_A16 2 1.000
#> HP1525301T2D_N4 3 1.000
#> HP1526901T2D_B4 2 0.249
#> HP1526901T2D_F21 2 1.000
#> HP1525301T2D_M16 2 0.747
#> HP1526901T2D_K3 2 0.253
#> HP1525301T2D_B24 2 0.249
#> HP1526901T2D_B21 1 0.751
#> HP1526901T2D_O15 2 0.502
#> HP1526901T2D_O12 2 0.249
#> HP1526901T2D_J21 2 0.498
#> HP1525301T2D_O1 3 1.000
#> HP1525301T2D_E21 1 0.249
#> HP1525301T2D_O20 2 0.000
#> HP1525301T2D_E14 1 0.000
#> HP1525301T2D_O9 2 0.249
#> HP1525301T2D_B22 1 0.000
#> HP1526901T2D_G7 2 0.000
#> HP1526901T2D_J5 2 1.000
#> HP1525301T2D_G13 2 0.000
#> HP1525301T2D_F23 2 0.249
#> HP1526901T2D_F4 3 1.000
#> HP1526901T2D_I1 2 0.000
#> HP1526901T2D_L4 2 1.000
#> HP1526901T2D_L14 2 0.000
#> HP1525301T2D_L23 2 0.000
#> HP1525301T2D_H23 2 0.000
#> HP1525301T2D_I1 2 0.249
#> HP1526901T2D_F10 2 0.000
#> HP1525301T2D_B23 3 0.498
#> HP1526901T2D_J18 2 0.000
#> HP1526901T2D_I10 2 0.249
#> HP1525301T2D_I4 3 1.000
#> HP1526901T2D_B24 2 0.000
#> HP1525301T2D_C24 2 0.000
#> HP1525301T2D_P8 3 0.498
#> HP1526901T2D_G24 2 0.000
#> HP1526901T2D_J8 2 0.000
#> HP1525301T2D_M22 3 0.000
#> HP1525301T2D_C1 3 0.751
#> HP1526901T2D_P5 1 0.000
#> HP1525301T2D_K13 1 0.000
#> HP1526901T2D_P13 2 0.000
#> HP1526901T2D_G23 2 0.000
#> HP1525301T2D_A22 1 0.000
#> HP1526901T2D_P22 2 0.502
#> HP1525301T2D_A18 1 0.000
#> HP1525301T2D_J2 3 1.000
#> HP1526901T2D_H20 2 0.000
#> HP1525301T2D_G14 3 1.000
#> HP1526901T2D_L7 2 0.000
#> HP1526901T2D_N12 2 1.000
#> HP1525301T2D_N7 2 0.000
#> HP1525301T2D_L1 2 0.000
#> HP1526901T2D_F5 2 1.000
#> HP1525301T2D_I10 2 0.000
#> HP1525301T2D_G20 3 1.000
#> HP1526901T2D_E24 1 0.000
#> HP1526901T2D_K24 2 0.000
#> HP1525301T2D_M7 2 0.249
#> HP1526901T2D_E8 2 0.000
#> HP1526901T2D_P14 3 0.249
#> HP1526901T2D_N4 3 1.000
#> HP1525301T2D_N2 1 0.000
#> HP1526901T2D_O24 2 1.000
#> HP1526901T2D_O14 2 0.000
#> HP1526901T2D_G12 1 0.000
#> HP1525301T2D_H24 2 0.000
#> HP1525301T2D_P13 2 0.249
#> HP1526901T2D_E20 2 1.000
#> HP1526901T2D_L20 1 0.000
#> HP1525301T2D_O15 1 0.000
#> HP1525301T2D_H6 2 0.000
#> HP1525301T2D_C10 2 0.000
#> HP1526901T2D_B8 1 0.000
#> HP1526901T2D_C3 2 0.000
#> HP1526901T2D_N13 2 1.000
#> HP1526901T2D_L19 2 0.502
#> HP1525301T2D_H7 2 0.000
#> HP1525301T2D_G15 3 1.000
#> HP1526901T2D_J23 1 0.000
#> HP1526901T2D_E23 2 0.000
#> HP1525301T2D_D2 3 0.502
#> HP1526901T2D_D19 2 0.000
#> HP1525301T2D_I3 2 0.000
#> HP1526901T2D_B15 1 0.000
#> HP1525301T2D_E23 2 1.000
#> HP1526901T2D_N9 2 0.000
#> HP1525301T2D_I7 2 0.000
#> HP1526901T2D_B18 2 0.751
#> HP1526901T2D_O21 2 0.000
#> HP1526901T2D_G14 2 0.751
#> HP1525301T2D_E7 2 1.000
#> HP1525301T2D_F10 2 0.000
#> HP1525301T2D_K21 2 0.000
#> HP1525301T2D_M21 1 0.000
#> HP1525301T2D_E3 3 1.000
#> HP1526901T2D_A4 2 0.249
#> HP1526901T2D_M12 1 0.498
#> HP1525301T2D_H3 2 0.000
#> HP1526901T2D_D4 2 0.000
#> HP1525301T2D_J12 1 0.000
#> HP1526901T2D_G1 2 0.000
#> HP1526901T2D_M17 1 0.249
#> HP1525301T2D_N5 2 0.000
#> HP1525301T2D_A17 3 1.000
#> HP1526901T2D_C5 1 0.000
#> HP1525301T2D_E12 2 0.000
#> HP1526901T2D_L5 2 0.249
#> HP1525301T2D_O18 3 0.751
#> HP1526901T2D_A23 2 0.502
#> HP1525301T2D_C13 2 0.253
#> HP1526901T2D_K22 2 0.000
#> HP1526901T2D_F17 3 1.000
#> HP1526901T2D_N3 2 0.747
#> HP1526901T2D_K23 2 0.249
#> HP1525301T2D_O2 3 0.000
#> HP1526901T2D_K4 2 0.000
#> HP1525301T2D_I19 2 0.000
#> HP1526901T2D_P17 3 0.502
#> HP1526901T2D_O1 2 0.000
#> HP1525301T2D_L10 1 0.000
#> HP1525301T2D_F2 3 0.751
#> HP1526901T2D_M20 2 0.000
#> HP1526901T2D_O17 2 1.000
#> HP1525301T2D_H19 2 0.000
#> HP1526901T2D_M4 2 0.000
#> HP1526901T2D_D22 2 0.000
#> HP1525301T2D_A21 1 0.000
#> HP1525301T2D_I11 3 0.502
#> HP1525301T2D_J15 3 1.000
#> HP1526901T2D_J11 2 0.000
#> HP1525301T2D_P21 2 0.000
#> HP1525301T2D_M13 2 0.253
#> HP1526901T2D_A9 3 1.000
#> HP1526901T2D_E13 1 0.000
#> HP1525301T2D_P24 2 0.000
#> HP1525301T2D_I5 3 1.000
#> HP1526901T2D_H7 1 0.000
#> HP1525301T2D_L15 3 0.498
#> HP1525301T2D_J23 3 0.498
#> HP1526901T2D_P15 1 0.000
#> HP1525301T2D_P5 2 0.000
#> HP1526901T2D_G11 2 0.498
#> HP1525301T2D_F21 2 0.747
#> HP1526901T2D_J9 1 0.000
#> HP1525301T2D_A19 2 0.000
#> HP1526901T2D_P2 3 0.747
#> HP1526901T2D_A12 2 0.000
#> HP1526901T2D_K20 2 0.249
#> HP1526901T2D_B19 1 0.000
#> HP1525301T2D_J16 2 0.751
#> HP1525301T2D_A8 1 0.000
#> HP1526901T2D_N22 1 0.000
#> HP1525301T2D_F7 2 0.000
#> HP1526901T2D_E9 2 0.000
#> HP1526901T2D_D20 1 0.000
#> HP1526901T2D_F24 2 0.249
#> HP1526901T2D_B16 1 0.000
#> HP1526901T2D_I2 1 0.000
#> HP1525301T2D_O7 3 0.751
#> HP1526901T2D_A2 2 1.000
#> HP1525301T2D_A12 2 0.502
#> HP1526901T2D_L11 2 1.000
#> HP1526901T2D_B12 2 0.000
#> HP1526901T2D_H22 2 0.000
#> HP1526901T2D_J3 2 0.502
#> HP1525301T2D_B6 2 0.498
#> HP1525301T2D_E5 2 0.000
#> HP1525301T2D_K11 2 0.000
#> HP1526901T2D_A17 2 0.000
#> HP1526901T2D_N7 2 0.000
#> HP1526901T2D_P12 2 0.000
#> HP1525301T2D_L8 2 0.000
#> HP1526901T2D_J2 2 0.000
#> HP1526901T2D_H13 1 0.000
#> HP1525301T2D_O23 2 0.000
#> HP1525301T2D_D24 1 0.000
#> HP1526901T2D_D18 3 0.502
#> HP1526901T2D_B17 2 0.249
#> HP1526901T2D_G2 2 0.751
#> HP1525301T2D_A9 3 1.000
#> HP1526901T2D_A11 2 0.000
#> HP1526901T2D_I20 2 0.502
#> HP1525301T2D_A20 1 0.000
#> HP1526901T2D_F1 3 0.502
#> HP1525301T2D_F5 2 0.000
#> HP1525301T2D_A15 2 0.000
#> HP1526901T2D_F16 2 0.000
#> HP1526901T2D_B20 2 0.253
#> HP1525301T2D_B20 1 0.000
#> HP1525301T2D_L2 3 1.000
#> HP1526901T2D_H12 2 0.000
#> HP1525301T2D_G6 1 0.000
#> HP1525301T2D_B10 2 0.249
#> HP1526901T2D_G13 2 0.000
#> HP1526901T2D_N18 2 0.249
#> HP1525301T2D_E2 3 1.000
#> HP1525301T2D_E24 2 0.000
#> HP1525301T2D_L12 1 0.000
#> HP1525301T2D_P17 2 0.000
#> HP1526901T2D_O9 2 0.751
#> HP1526901T2D_N6 2 0.000
#> HP1525301T2D_B15 3 0.498
#> HP1525301T2D_L22 3 1.000
#> HP1526901T2D_I21 2 0.000
#> HP1526901T2D_H16 2 0.000
#> HP1525301T2D_I2 2 1.000
#> HP1525301T2D_H12 2 0.000
#> HP1525301T2D_K18 2 1.000
#> HP1526901T2D_K21 2 0.000
#> HP1525301T2D_L24 2 0.000
#> HP1525301T2D_C17 2 0.253
#> HP1525301T2D_D3 2 0.249
#> HP1525301T2D_L7 1 0.000
#> HP1526901T2D_F13 1 0.000
#> HP1525301T2D_D22 2 0.000
#> HP1525301T2D_F16 3 1.000
#> HP1525301T2D_M4 1 0.000
#> HP1526901T2D_P23 2 0.751
#> HP1525301T2D_L14 2 0.000
#> HP1525301T2D_N8 3 0.000
#> HP1526901T2D_N20 2 0.000
#> HP1526901T2D_D7 2 0.000
#> HP1526901T2D_F9 2 0.000
#> HP1526901T2D_B9 2 0.751
#> HP1525301T2D_F13 1 0.000
#> HP1526901T2D_E15 2 0.000
#> HP1526901T2D_L24 2 0.502
#> HP1526901T2D_H4 2 0.000
#> HP1526901T2D_H17 2 0.000
#> HP1525301T2D_N11 2 0.000
#> HP1525301T2D_L11 1 0.000
#> HP1525301T2D_A24 1 0.000
#> HP1526901T2D_I24 3 1.000
#> HP1526901T2D_A24 2 0.000
#> HP1525301T2D_A2 1 0.000
#> HP1525301T2D_G23 2 0.000
#> HP1525301T2D_E9 1 0.000
#> HP1526901T2D_E22 2 0.249
#> HP1526901T2D_L10 1 0.000
#> HP1526901T2D_A22 2 0.000
#> HP1525301T2D_C14 3 1.000
#> HP1526901T2D_C14 2 0.000
#> HP1525301T2D_K6 3 1.000
#> HP1525301T2D_F1 1 0.000
#> HP1525301T2D_L4 2 0.000
#> HP1526901T2D_G3 1 0.000
#> HP1525301T2D_O12 1 0.000
#> HP1525301T2D_H21 1 0.249
#> HP1526901T2D_M6 1 0.000
#> HP1525301T2D_H22 1 0.000
#> HP1526901T2D_M24 2 0.249
#> HP1525301T2D_G9 2 0.000
#> HP1526901T2D_O23 2 0.502
#> HP1526901T2D_L3 2 0.253
#> HP1525301T2D_M8 3 0.751
#> HP1526901T2D_O18 1 0.000
#> HP1525301T2D_J18 3 1.000
#> HP1526901T2D_A15 2 0.000
#> HP1525301T2D_L20 2 0.249
#> HP1525301T2D_F4 3 0.498
#> HP1526901T2D_E1 2 0.000
#> HP1526901T2D_P7 2 1.000
#> HP1525301T2D_D13 1 0.000
#> HP1526901T2D_K17 2 0.000
#> HP1526901T2D_F22 2 0.000
#> HP1526901T2D_D10 2 0.249
#> HP1526901T2D_P24 1 0.000
#> HP1525301T2D_I9 1 0.000
#> HP1525301T2D_M1 1 0.000
#> HP1526901T2D_J20 2 0.502
#> HP1525301T2D_E20 1 0.000
#> HP1525301T2D_I22 2 0.000
#> HP1525301T2D_J4 3 0.751
#> HP1525301T2D_K24 1 0.000
#> HP1525301T2D_B16 1 0.747
#> HP1525301T2D_K10 2 0.000
#> HP1525301T2D_F8 3 0.000
#> HP1525301T2D_A13 2 1.000
#> HP1525301T2D_G4 2 0.498
#> HP1525301T2D_J13 2 0.000
#> HP1525301T2D_G19 3 0.747
#> HP1526901T2D_K8 1 0.000
#> HP1526901T2D_L17 2 0.253
#> HP1525301T2D_A1 2 1.000
#> HP1526901T2D_O2 2 0.000
#> HP1526901T2D_O13 3 0.249
#> HP1526901T2D_K16 1 0.253
#> HP1525301T2D_G2 1 0.000
#> HP1526901T2D_A7 2 0.000
#> HP1525301T2D_N13 2 0.000
#> HP1525301T2D_M3 1 0.000
#> HP1526901T2D_D3 2 0.000
#> HP1526901T2D_K18 2 0.000
#> HP1526901T2D_H11 1 0.000
#> HP1525301T2D_D6 2 0.000
#> HP1525301T2D_O3 3 1.000
#> HP1526901T2D_D13 1 0.000
#> HP1525301T2D_N14 2 0.000
#> HP1526901T2D_J1 2 0.249
#> HP1525301T2D_J8 3 0.502
#> HP1525301T2D_J9 2 0.000
#> HP1525301T2D_P2 2 0.000
#> HP1525301T2D_K12 2 0.000
#> HP1525301T2D_L21 1 0.000
#> HP1526901T2D_H9 2 0.000
#> HP1526901T2D_D24 1 0.751
#> HP1525301T2D_N17 1 0.000
#> HP1526901T2D_P6 1 0.000
#> HP1525301T2D_O21 1 0.000
#> HP1526901T2D_N23 2 0.249
#> HP1526901T2D_B1 2 0.000
#> HP1526901T2D_K10 2 0.000
#> HP1526901T2D_M14 3 0.249
#> HP1526901T2D_N1 2 1.000
#> HP1526901T2D_I7 2 0.000
#> HP1526901T2D_A19 2 0.249
#> HP1525301T2D_N18 3 0.249
#> HP1525301T2D_O17 3 0.249
#> HP1526901T2D_E12 1 0.000
#> HP1526901T2D_C15 2 0.751
#> HP1526901T2D_B23 2 0.000
#> HP1526901T2D_I19 2 0.502
#> HP1526901T2D_J19 2 0.000
#> HP1525301T2D_G17 2 0.000
#> HP1525301T2D_C5 3 1.000
#> HP1526901T2D_C22 2 0.000
#> HP1525301T2D_L3 1 0.000
#> HP1526901T2D_D2 2 0.000
#> HP1526901T2D_O3 2 1.000
#> HP1526901T2D_P8 3 0.747
#> HP1525301T2D_D5 1 1.000
#> HP1526901T2D_L15 2 1.000
#> HP1525301T2D_C23 3 1.000
#> HP1526901T2D_G16 2 0.000
#> HP1525301T2D_H4 1 0.000
#> HP1525301T2D_F14 1 0.000
#> HP1526901T2D_D8 3 0.751
#> HP1526901T2D_I14 2 0.000
#> HP1525301T2D_I15 2 0.502
#> HP1526901T2D_E4 3 0.249
#> HP1525301T2D_E13 3 1.000
#> HP1526901T2D_M1 2 0.000
#> HP1525301T2D_D23 1 1.000
#> HP1525301T2D_B8 3 0.498
#> HP1526901T2D_A6 2 0.000
#> HP1525301T2D_H10 2 0.751
#> HP1526901T2D_C9 1 0.000
#> HP1526901T2D_K13 1 0.249
#> HP1526901T2D_J4 2 0.000
#> HP1525301T2D_E15 2 0.000
#> HP1525301T2D_H13 1 0.000
#> HP1525301T2D_L9 2 0.000
#> HP1526901T2D_N24 1 0.000
#> HP1526901T2D_G10 2 0.000
#> HP1525301T2D_A11 2 0.249
#> HP1526901T2D_K2 2 0.249
#> HP1526901T2D_J10 1 0.000
#> HP1526901T2D_B7 2 0.502
#> HP1526901T2D_B2 1 0.000
#> HP1526901T2D_H1 1 0.000
#> HP1526901T2D_I13 2 0.751
#> HP1526901T2D_M9 1 0.000
#> HP1526901T2D_O7 2 0.502
#> HP1526901T2D_I3 2 0.000
#> HP1526901T2D_J7 1 0.000
#> HP1526901T2D_M2 2 0.502
#> HP1526901T2D_M10 1 0.000
#> HP1526901T2D_N10 2 0.000
#> HP1525301T2D_J24 1 0.000
#> HP1526901T2D_K1 2 0.000
#> HP1526901T2D_I8 2 0.000
#> HP1526901T2D_C23 2 0.000
#> HP1526901T2D_H14 2 0.000
#> HP1525301T2D_P11 2 0.000
#> HP1526901T2D_L13 2 0.249
#> HP1525301T2D_H11 2 0.000
#> HP1525301T2D_P18 3 0.249
#> HP1526901T2D_E17 3 0.249
#> HP1526901T2D_E21 3 0.249
#> HP1525301T2D_L6 2 0.000
#> HP1525301T2D_F12 2 0.000
#> HP1525301T2D_P10 1 0.000
#> HP1525301T2D_P19 2 0.249
#> HP1526901T2D_C20 2 0.000
#> HP1525301T2D_F18 1 0.000
#> HP1525301T2D_A14 2 0.253
#> HP1525301T2D_C9 2 0.000
#> HP1525301T2D_O6 3 1.000
#> HP1525301T2D_M2 2 0.000
#> HP1525301T2D_L5 3 1.000
#> HP1526901T2D_E2 2 0.000
#> HP1526901T2D_I5 2 0.751
#> HP1525301T2D_C8 3 1.000
#> HP1526901T2D_B11 2 0.000
#> HP1525301T2D_A16 3 0.747
#> HP1525301T2D_G12 1 0.000
#> HP1526901T2D_P11 3 0.000
#> HP1525301T2D_C7 2 0.000
#> HP1526901T2D_O16 1 0.000
#> HP1526901T2D_O6 2 0.000
#> HP1525301T2D_J20 2 0.000
#> HP1526901T2D_M13 2 0.000
#> HP1526901T2D_L18 1 0.000
#> HP1526901T2D_E3 2 0.000
#> HP1526901T2D_G18 2 0.000
#> HP1525301T2D_N16 2 0.000
#> HP1525301T2D_C15 2 1.000
#> HP1525301T2D_B13 3 1.000
#> HP1525301T2D_M5 2 0.000
#> HP1526901T2D_F12 2 0.000
#> HP1525301T2D_D14 2 0.000
#> HP1526901T2D_J13 2 0.000
#> HP1526901T2D_I12 2 0.000
#> HP1526901T2D_P10 3 0.000
#> HP1525301T2D_P15 3 0.000
#> HP1526901T2D_G15 1 0.000
#> HP1525301T2D_N20 2 0.000
#> HP1525301T2D_P20 2 0.000
#> HP1526901T2D_C16 2 0.000
#> HP1525301T2D_L16 2 1.000
#> HP1526901T2D_K5 1 0.000
#> HP1526901T2D_J14 2 0.000
#> HP1525301T2D_G5 3 1.000
#> HP1525301T2D_P4 2 0.249
#> HP1526901T2D_N5 1 0.000
#> HP1525301T2D_I17 3 1.000
#> HP1525301T2D_F17 1 0.000
#> HP1526901T2D_C4 2 0.498
#> HP1526901T2D_H6 2 0.000
#> HP1525301T2D_M19 1 0.747
#> HP1525301T2D_B19 1 0.000
#> HP1526901T2D_N21 2 0.000
#> HP1525301T2D_M6 2 0.000
#> HP1525301T2D_L17 3 0.751
#> HP1526901T2D_C17 2 1.000
#> HP1526901T2D_C12 1 0.747
#> HP1525301T2D_P9 2 0.249
#> HP1526901T2D_F19 2 0.000
#> HP1525301T2D_O8 1 1.000
#> HP1525301T2D_N10 2 0.000
#> HP1526901T2D_K19 2 0.000
#> HP1525301T2D_J17 2 0.000
#> HP1526901T2D_D9 2 0.000
#> HP1525301T2D_D12 3 1.000
#> HP1525301T2D_L19 1 0.000
#> HP1526901T2D_F8 3 1.000
#> HP1526901T2D_L8 1 0.000
#> HP1526901T2D_P19 2 0.249
#> HP1526901T2D_M11 1 0.000
#> HP1525301T2D_N1 2 0.000
#> HP1525301T2D_B21 2 0.000
#> HP1525301T2D_J11 1 0.000
#> HP1525301T2D_D20 1 0.751
#> HP1526901T2D_O20 1 0.000
#> HP1525301T2D_H16 2 0.000
#> HP1526901T2D_J15 1 0.000
#> HP1526901T2D_E14 2 0.249
#> HP1526901T2D_C11 2 1.000
#> HP1526901T2D_H21 2 0.000
#> HP1525301T2D_M15 2 0.000
#> HP1525301T2D_A5 3 0.253
#> HP1526901T2D_D23 1 0.000
#> HP1526901T2D_C7 1 0.751
#> HP1525301T2D_C18 1 0.000
#> HP1526901T2D_L23 2 0.000
#> HP1525301T2D_M10 2 0.000
#> HP1526901T2D_N2 2 0.249
#> HP1525301T2D_C19 2 0.000
#> HP1526901T2D_O10 2 0.751
#> HP1526901T2D_H19 2 0.000
#> HP1526901T2D_C6 2 0.000
#> HP1526901T2D_I9 2 0.000
#> HP1526901T2D_E19 2 0.000
#> HP1526901T2D_B22 1 0.000
#> HP1526901T2D_L21 2 0.000
#> HP1525301T2D_K8 3 1.000
#> HP1526901T2D_I11 2 0.000
#> HP1525301T2D_M18 1 0.000
#> HP1526901T2D_E10 2 0.000
#> HP1525301T2D_H8 3 0.249
#> HP1526901T2D_L12 2 0.000
#> HP1526901T2D_D11 1 0.000
#> HP1525301T2D_B7 3 0.751
#> HP1525301T2D_K2 2 0.000
#> HP1525301T2D_O4 1 0.000
#> HP1526901T2D_H10 2 0.000
#> HP1525301T2D_M9 2 0.000
#> HP1526901T2D_D1 2 0.000
#> HP1525301T2D_K7 3 1.000
#> HP1525301T2D_D21 2 0.000
#> HP1526901T2D_L22 1 0.000
#> HP1526901T2D_P1 2 0.249
#> HP1525301T2D_F20 1 0.502
#> HP1526901T2D_E6 2 0.000
#> HP1525301T2D_K5 2 1.000
#> HP1526901T2D_M22 2 0.000
#> HP1525301T2D_N15 1 0.000
#> HP1525301T2D_B14 3 0.751
#> HP1525301T2D_B18 2 1.000
#> HP1526901T2D_J12 2 0.249
#> HP1525301T2D_D4 3 0.502
#> HP1526901T2D_M23 2 0.000
#> HP1525301T2D_K19 2 0.000
#> HP1525301T2D_G1 3 0.249
#> HP1525301T2D_K20 1 0.000
#> HP1525301T2D_F3 2 0.000
#> HP1526901T2D_F20 2 0.747
#> HP1526901T2D_N14 2 0.000
#> HP1525301T2D_G10 2 0.000
#> HP1525301T2D_M17 3 0.751
#> HP1525301T2D_G24 1 0.498
#> HP1525301T2D_H2 2 0.000
#> HP1525301T2D_H15 1 0.000
#> HP1525301T2D_A7 3 0.249
#> HP1526901T2D_A21 2 0.000
#> HP1525301T2D_H1 2 0.000
#> HP1525301T2D_J3 1 0.000
#> HP1526901T2D_F23 2 0.000
#> HP1525301T2D_J19 3 1.000
#> HP1526901T2D_G19 2 0.000
#> HP1525301T2D_G18 3 1.000
#> HP1526901T2D_L9 1 0.000
#> HP1526901T2D_G22 2 0.000
#> HP1526901T2D_P16 1 0.000
#> HP1525301T2D_H18 2 0.000
#> HP1526901T2D_C24 3 0.249
#> HP1526901T2D_L6 2 1.000
#> HP1526901T2D_I4 2 0.000
#> HP1525301T2D_O16 2 0.000
#> HP1526901T2D_G20 1 0.000
#> HP1525301T2D_E16 2 0.000
#> HP1526901T2D_B5 2 0.000
#> HP1526901T2D_E7 1 0.000
#> HP1526901T2D_O4 2 0.249
#> HP1526901T2D_P18 3 0.000
#> HP1525301T2D_I24 2 0.000
#> HP1525301T2D_O24 2 0.498
#> HP1525301T2D_F9 1 0.000
#> HP1526901T2D_D21 3 0.249
#> HP1525301T2D_E6 1 0.000
#> HP1526901T2D_C10 2 0.000
#> HP1526901T2D_D14 3 1.000
#> HP1526901T2D_C1 2 1.000
#> HP1526901T2D_D12 2 0.000
#> HP1526901T2D_E5 2 0.000
#> HP1525301T2D_M20 2 0.000
#> HP1525301T2D_P3 1 0.249
#> HP1525301T2D_I20 1 0.000
#> HP1526901T2D_F11 1 0.000
#> HP1526901T2D_G4 2 0.751
#> HP1526901T2D_P4 3 0.000
#> HP1526901T2D_B14 2 0.000
#> HP1525301T2D_H17 2 0.000
#> HP1525301T2D_C21 2 0.751
#> HP1526901T2D_C2 2 0.000
#> HP1525301T2D_L13 3 1.000
#> HP1525301T2D_K17 2 0.000
#> HP1526901T2D_K14 2 0.000
#> HP1526901T2D_G9 2 0.000
#> HP1525301T2D_B17 1 0.000
#> HP1526901T2D_I17 2 0.000
#> HP1525301T2D_A3 2 0.000
#> HP1525301T2D_N21 2 0.502
#> HP1525301T2D_D8 3 0.502
#> HP1526901T2D_D6 1 0.000
#> HP1525301T2D_N19 1 0.000
#> HP1526901T2D_I22 2 0.000
#> HP1526901T2D_F6 1 0.000
#> HP1526901T2D_O8 2 0.751
#> HP1526901T2D_B13 2 0.000
#> HP1526901T2D_H3 2 0.000
#> HP1525301T2D_O5 3 1.000
#> HP1526901T2D_M18 2 0.000
#> HP1525301T2D_M12 2 0.000
#> HP1525301T2D_A23 1 0.000
#> HP1526901T2D_J17 2 0.000
#> HP1526901T2D_E16 2 0.000
#> HP1525301T2D_N12 2 0.000
#> HP1525301T2D_C11 2 0.000
#> HP1525301T2D_B2 1 0.000
#> HP1526901T2D_D16 2 0.751
#> HP1526901T2D_M16 2 0.000
#> HP1525301T2D_D9 2 1.000
#> HP1525301T2D_G8 3 0.000
#> HP1525301T2D_I8 3 0.751
#> HP1525301T2D_O22 2 0.000
#> HP1525301T2D_K1 2 0.249
#> HP1525301T2D_E17 2 0.000
#> HP1525301T2D_E22 2 0.000
#> HP1525301T2D_K22 2 0.000
#> HP1525301T2D_D15 3 0.751
#> HP1526901T2D_H5 2 0.000
#> HP1525301T2D_H20 2 0.000
#> HP1525301T2D_N9 2 0.253
#> HP1525301T2D_G21 2 0.000
#> HP1525301T2D_M14 3 0.747
#> HP1526901T2D_N17 1 0.000
#> HP1526901T2D_A5 2 0.751
#> HP1525301T2D_O13 3 0.751
#> HP1526901T2D_F18 3 1.000
#> HP1526901T2D_O19 2 0.000
#> HP1526901T2D_D17 2 0.751
#> HP1525301T2D_I14 1 0.000
#> HP1525301T2D_E4 1 1.000
#> HP1525301T2D_C22 2 0.000
#> HP1525301T2D_J6 1 0.000
#> HP1525301T2D_E10 1 0.000
#> HP1525301T2D_A4 1 1.000
#> HP1525301T2D_B12 2 0.000
#> HP1525301T2D_B3 2 0.000
#> HP1526901T2D_K15 2 0.000
#> HP1525301T2D_J1 2 0.000
#> HP1525301T2D_N6 2 0.000
#> HP1526901T2D_A14 2 0.502
#> HP1526901T2D_A13 2 0.751
#> HP1526901T2D_N11 2 0.000
#> HP1526901T2D_I15 2 0.000
#> HP1526901T2D_B10 2 1.000
#> HP1526901T2D_K7 2 0.000
#> HP1525301T2D_G7 1 0.000
#> HP1526901T2D_H8 2 0.000
#> HP1525301T2D_I16 2 1.000
#> HP1525301T2D_E18 1 0.000
#> HP1526901T2D_N19 2 0.000
#> HP1526901T2D_B3 2 0.000
#> HP1526901T2D_G8 2 0.000
#> HP1525301T2D_O11 3 1.000
#> HP1525301T2D_E8 3 0.000
#> HP1526901T2D_M3 2 0.000
#> HP1525301T2D_O19 1 0.000
#> HP1526901T2D_H15 1 0.000
#> HP1526901T2D_I18 2 0.000
#> HP1525301T2D_P23 2 0.000
#> HP1526901T2D_C18 1 0.000
#> HP1525301T2D_L18 1 0.000
#> HP1525301T2D_N24 2 0.249
#> HP1526901T2D_M7 2 0.000
#> HP1526901T2D_N16 2 0.751
#> HP1526901T2D_C8 2 0.000
#> HP1525301T2D_O10 1 0.000
#> HP1526901T2D_H2 2 0.000
#> HP1526901T2D_I16 2 0.000
#> HP1526901T2D_F7 2 0.253
#> HP1526901T2D_I23 1 0.000
#> HP1525301T2D_K3 2 0.000
#> HP1525301T2D_J10 2 0.249
#> HP1526901T2D_N8 2 0.000
#> HP1526901T2D_O11 1 0.000
#> HP1526901T2D_A8 3 1.000
get_classes(res, k = 4)
#> class p
#> HP1502401_N13 1 0.000
#> HP1502401_D14 1 0.000
#> HP1502401_F14 1 0.000
#> HP1502401_J13 1 0.249
#> HP1502401_B13 1 1.000
#> HP1502401_H13 1 1.000
#> HP1502401_J14 3 1.000
#> HP1502401_B14 3 0.000
#> HP1502401_A14 2 0.747
#> HP1502401_C14 2 1.000
#> HP1502401_G14 2 1.000
#> HP1502401_E14 2 1.000
#> HP1502401_L14 2 1.000
#> HP1502401_M14 2 1.000
#> HP1502401_K14 2 1.000
#> HP1502401_I14 2 0.502
#> HP1502401_F13 4 0.000
#> HP1502401_L13 2 1.000
#> HP1502401_D13 4 0.000
#> HP1502401_H14 3 0.000
#> HP1504101T2D_I3 1 0.000
#> HP1504101T2D_D16 1 0.000
#> HP1504101T2D_D22 1 0.000
#> HP1502401_F17 4 1.000
#> HP1504101T2D_B4 2 1.000
#> HP1504101T2D_M6 2 1.000
#> HP1504101T2D_F15 2 1.000
#> HP1504101T2D_H7 2 1.000
#> HP1502401_H23 2 1.000
#> HP1504101T2D_F8 1 0.000
#> HP1502401_L21 2 1.000
#> HP1502401_B19 1 0.000
#> HP1504101T2D_B2 1 0.000
#> HP1504101T2D_F10 2 1.000
#> HP1504101T2D_B10 2 1.000
#> HP1504101T2D_L6 1 0.000
#> HP1502401_G18 2 0.498
#> HP1502401_K22 2 1.000
#> HP1502401_I22 3 0.000
#> HP1504101T2D_M18 2 0.751
#> HP1502401_J22 2 1.000
#> HP1502401_F4 4 0.000
#> HP1504101T2D_O12 2 1.000
#> HP1502401_M15 2 1.000
#> HP1504101T2D_G16 2 1.000
#> HP1502401_J5 1 0.000
#> HP1504101T2D_L23 2 1.000
#> HP1502401_G24 2 1.000
#> HP1502401_G23 2 1.000
#> HP1504101T2D_H11 1 0.000
#> HP1504101T2D_A24 2 1.000
#> HP1504101T2D_N17 2 1.000
#> HP1502401_N8 2 1.000
#> HP1504101T2D_G1 2 1.000
#> HP1504101T2D_A15 2 1.000
#> HP1504101T2D_M19 2 1.000
#> HP1502401_O16 2 1.000
#> HP1504101T2D_E16 2 1.000
#> HP1502401_A12 2 1.000
#> HP1502401_D18 2 1.000
#> HP1504101T2D_K2 2 1.000
#> HP1504101T2D_G13 1 0.000
#> HP1502401_I11 1 1.000
#> HP1502401_A11 1 0.000
#> HP1502401_G16 1 0.000
#> HP1502401_K19 3 0.000
#> HP1502401_D5 2 1.000
#> HP1502401_D1 1 0.000
#> HP1502401_H22 2 1.000
#> HP1504101T2D_J15 2 0.751
#> HP1504101T2D_N7 2 1.000
#> HP1504101T2D_O16 2 1.000
#> HP1502401_L6 1 0.000
#> HP1502401_M5 2 1.000
#> HP1504101T2D_M4 2 1.000
#> HP1504101T2D_L22 1 0.000
#> HP1504101T2D_I20 2 1.000
#> HP1502401_K17 3 1.000
#> HP1504101T2D_B22 2 0.000
#> HP1504101T2D_G4 2 1.000
#> HP1502401_H15 2 1.000
#> HP1502401_K4 1 0.000
#> HP1502401_B3 1 0.000
#> HP1502401_H8 2 1.000
#> HP1502401_N17 2 1.000
#> HP1504101T2D_C13 1 0.000
#> HP1504101T2D_L13 3 0.000
#> HP1504101T2D_G15 1 0.000
#> HP1504101T2D_K24 2 1.000
#> HP1504101T2D_B24 4 0.000
#> HP1502401_B4 1 0.000
#> HP1504101T2D_H14 2 1.000
#> HP1502401_C11 1 0.000
#> HP1502401_A7 2 1.000
#> HP1504101T2D_P8 1 0.249
#> HP1504101T2D_I1 2 1.000
#> HP1502401_N24 1 0.000
#> HP1502401_O2 2 1.000
#> HP1502401_H17 1 0.000
#> HP1504101T2D_C24 1 0.000
#> HP1502401_J21 2 1.000
#> HP1504101T2D_J13 2 1.000
#> HP1504101T2D_E5 1 0.000
#> HP1502401_J8 2 1.000
#> HP1502401_N15 2 1.000
#> HP1504101T2D_L14 2 0.000
#> HP1504101T2D_D2 2 1.000
#> HP1502401_N2 2 1.000
#> HP1502401_H7 3 0.751
#> HP1504101T2D_K5 1 0.000
#> HP1504101T2D_O13 2 1.000
#> HP1504101T2D_L2 2 1.000
#> HP1502401_E5 2 0.000
#> HP1504101T2D_N11 1 0.000
#> HP1502401_O1 2 1.000
#> HP1502401_K18 1 0.000
#> HP1502401_B7 2 1.000
#> HP1504101T2D_I24 2 1.000
#> HP1502401_N5 1 0.000
#> HP1502401_N22 1 0.253
#> HP1504101T2D_J18 2 0.751
#> HP1502401_L3 2 1.000
#> HP1504101T2D_K16 1 0.000
#> HP1502401_J1 2 1.000
#> HP1504101T2D_I4 1 0.000
#> HP1504101T2D_E17 1 0.000
#> HP1502401_H3 2 1.000
#> HP1504101T2D_B6 2 1.000
#> HP1502401_I15 2 1.000
#> HP1504101T2D_P6 1 0.000
#> HP1504101T2D_B8 2 1.000
#> HP1504101T2D_M11 1 0.000
#> HP1502401_D17 3 0.000
#> HP1504101T2D_M15 2 0.249
#> HP1502401_I4 2 1.000
#> HP1504101T2D_O21 1 0.000
#> HP1502401_J23 2 1.000
#> HP1502401_L19 1 1.000
#> HP1504101T2D_O7 1 0.000
#> HP1504101T2D_A11 1 0.000
#> HP1502401_O14 2 0.249
#> HP1504101T2D_N15 2 0.751
#> HP1502401_M18 1 0.498
#> HP1502401_C19 1 0.000
#> HP1502401_L5 2 1.000
#> HP1504101T2D_F7 2 1.000
#> HP1504101T2D_I5 2 0.502
#> HP1504101T2D_C1 2 0.502
#> HP1504101T2D_P14 2 1.000
#> HP1504101T2D_G5 1 0.000
#> HP1504101T2D_A20 2 1.000
#> HP1502401_H11 2 1.000
#> HP1504101T2D_K19 2 0.498
#> HP1502401_O5 1 0.000
#> HP1502401_K15 3 0.000
#> HP1504101T2D_C17 2 0.751
#> HP1502401_G10 3 0.751
#> HP1504101T2D_J19 1 0.000
#> HP1502401_L2 2 1.000
#> HP1504101T2D_D8 2 1.000
#> HP1504101T2D_B15 1 0.000
#> HP1502401_L23 2 1.000
#> HP1502401_E4 1 0.000
#> HP1502401_F19 2 1.000
#> HP1502401_L17 3 0.000
#> HP1502401_O22 2 1.000
#> HP1502401_F7 1 0.000
#> HP1504101T2D_K1 1 0.000
#> HP1504101T2D_I7 4 0.498
#> HP1504101T2D_H5 2 1.000
#> HP1502401_L16 2 1.000
#> HP1504101T2D_F22 2 1.000
#> HP1504101T2D_J2 2 1.000
#> HP1504101T2D_E1 2 1.000
#> HP1502401_A18 2 1.000
#> HP1504101T2D_A19 2 0.502
#> HP1504101T2D_G2 2 0.502
#> HP1504101T2D_J11 2 0.751
#> HP1504101T2D_K22 2 0.747
#> HP1502401_L12 2 1.000
#> HP1502401_A21 1 0.000
#> HP1504101T2D_E19 2 1.000
#> HP1502401_D23 1 0.000
#> HP1502401_E22 3 0.000
#> HP1502401_H2 2 0.498
#> HP1504101T2D_G17 2 1.000
#> HP1502401_N1 2 1.000
#> HP1504101T2D_N19 2 0.000
#> HP1504101T2D_I17 2 1.000
#> HP1502401_E7 2 0.249
#> HP1504101T2D_E11 2 0.498
#> HP1502401_H21 2 1.000
#> HP1502401_A9 1 0.000
#> HP1504101T2D_E18 2 0.751
#> HP1504101T2D_D7 2 1.000
#> HP1504101T2D_I13 1 0.000
#> HP1502401_B18 2 0.502
#> HP1502401_K9 2 1.000
#> HP1502401_G15 1 0.000
#> HP1502401_E16 2 1.000
#> HP1504101T2D_L21 2 1.000
#> HP1504101T2D_M17 4 0.253
#> HP1502401_D21 1 0.000
#> HP1504101T2D_N12 2 1.000
#> HP1502401_M4 2 1.000
#> HP1504101T2D_B16 2 1.000
#> HP1504101T2D_E23 2 1.000
#> HP1502401_G21 1 0.000
#> HP1502401_D7 3 0.498
#> HP1502401_G1 1 1.000
#> HP1504101T2D_L15 2 1.000
#> HP1504101T2D_D17 2 1.000
#> HP1504101T2D_A4 2 1.000
#> HP1502401_O21 2 1.000
#> HP1502401_M10 4 0.000
#> HP1504101T2D_C23 1 0.000
#> HP1504101T2D_H9 2 0.751
#> HP1504101T2D_A5 2 1.000
#> HP1504101T2D_K23 2 1.000
#> HP1502401_I7 4 1.000
#> HP1502401_C18 2 1.000
#> HP1502401_N6 1 0.000
#> HP1504101T2D_O19 1 0.000
#> HP1502401_O6 4 1.000
#> HP1502401_A8 1 0.000
#> HP1504101T2D_F6 1 0.000
#> HP1502401_L8 1 0.000
#> HP1502401_K24 2 0.498
#> HP1502401_J11 3 0.000
#> HP1502401_H4 2 1.000
#> HP1502401_L11 2 1.000
#> HP1502401_K3 3 0.000
#> HP1502401_C8 2 1.000
#> HP1504101T2D_B19 1 0.000
#> HP1504101T2D_I18 2 1.000
#> HP1502401_F22 3 1.000
#> HP1502401_I16 3 0.000
#> HP1502401_B17 2 1.000
#> HP1504101T2D_P2 2 0.751
#> HP1502401_N18 2 1.000
#> HP1504101T2D_N10 2 1.000
#> HP1504101T2D_I14 2 1.000
#> HP1504101T2D_F17 2 1.000
#> HP1502401_B24 3 1.000
#> HP1502401_C6 2 1.000
#> HP1504101T2D_G9 2 0.498
#> HP1502401_N12 2 1.000
#> HP1502401_M24 2 1.000
#> HP1504101T2D_E10 3 0.000
#> HP1504101T2D_P9 2 1.000
#> HP1504101T2D_G24 2 1.000
#> HP1504101T2D_F5 1 0.000
#> HP1504101T2D_D10 1 0.000
#> HP1502401_N4 2 1.000
#> HP1504101T2D_C2 1 0.000
#> HP1504101T2D_P16 1 0.000
#> HP1504101T2D_N14 1 0.000
#> HP1502401_E21 2 1.000
#> HP1502401_H6 3 1.000
#> HP1504101T2D_I6 2 1.000
#> HP1502401_E8 1 0.249
#> HP1502401_H10 1 0.747
#> HP1502401_J6 2 1.000
#> HP1502401_M7 2 1.000
#> HP1504101T2D_M21 2 1.000
#> HP1504101T2D_F11 3 1.000
#> HP1504101T2D_D19 2 1.000
#> HP1502401_O24 3 0.502
#> HP1502401_O12 1 1.000
#> HP1504101T2D_E24 2 1.000
#> HP1504101T2D_K4 2 1.000
#> HP1502401_I6 2 1.000
#> HP1504101T2D_N9 2 1.000
#> HP1502401_I3 1 0.000
#> HP1502401_C16 2 1.000
#> HP1504101T2D_M7 2 1.000
#> HP1502401_B20 4 0.000
#> HP1502401_K23 3 0.000
#> HP1502401_F18 2 1.000
#> HP1504101T2D_O4 2 1.000
#> HP1504101T2D_C19 1 0.000
#> HP1504101T2D_E4 2 1.000
#> HP1504101T2D_M14 1 0.000
#> HP1502401_A1 1 0.000
#> HP1502401_G4 2 1.000
#> HP1504101T2D_I16 2 1.000
#> HP1504101T2D_D1 4 0.000
#> HP1504101T2D_O6 2 1.000
#> HP1504101T2D_D18 2 1.000
#> HP1504101T2D_F2 2 0.751
#> HP1504101T2D_G6 1 0.000
#> HP1502401_D8 2 1.000
#> HP1504101T2D_E6 2 0.751
#> HP1504101T2D_B1 1 0.000
#> HP1504101T2D_I15 2 1.000
#> HP1504101T2D_P3 2 1.000
#> HP1502401_C2 1 0.000
#> HP1504101T2D_I10 2 0.000
#> HP1502401_B21 2 1.000
#> HP1502401_O19 1 0.000
#> HP1502401_C15 1 0.000
#> HP1504101T2D_E13 4 0.000
#> HP1502401_G19 1 0.000
#> HP1502401_D19 1 0.000
#> HP1502401_D3 2 1.000
#> HP1502401_B6 1 0.000
#> HP1502401_O18 2 1.000
#> HP1504101T2D_E14 2 1.000
#> HP1504101T2D_I9 1 0.000
#> HP1504101T2D_C18 2 1.000
#> HP1502401_G6 3 0.000
#> HP1504101T2D_B11 2 1.000
#> HP1504101T2D_C4 2 1.000
#> HP1504101T2D_C15 2 0.751
#> HP1504101T2D_K13 1 0.000
#> HP1502401_F12 2 1.000
#> HP1504101T2D_B20 1 0.502
#> HP1504101T2D_C22 2 1.000
#> HP1502401_C10 2 1.000
#> HP1502401_L7 2 1.000
#> HP1502401_F11 4 0.000
#> HP1502401_B22 4 0.751
#> HP1502401_M8 2 1.000
#> HP1502401_I2 2 1.000
#> HP1502401_G11 2 1.000
#> HP1502401_E19 2 1.000
#> HP1504101T2D_P24 2 1.000
#> HP1502401_A16 1 0.000
#> HP1502401_J10 2 1.000
#> HP1502401_L18 3 0.000
#> HP1504101T2D_D13 2 1.000
#> HP1502401_I9 3 1.000
#> HP1502401_D6 2 1.000
#> HP1504101T2D_F12 2 0.751
#> HP1504101T2D_C14 2 0.747
#> HP1504101T2D_J6 1 0.498
#> HP1504101T2D_H20 2 1.000
#> HP1504101T2D_E9 2 0.498
#> HP1504101T2D_N4 1 0.000
#> HP1502401_A4 2 1.000
#> HP1504101T2D_G12 2 1.000
#> HP1502401_K5 2 0.751
#> HP1502401_G12 4 0.000
#> HP1504101T2D_N13 2 0.747
#> HP1502401_D12 2 1.000
#> HP1502401_C4 2 0.000
#> HP1502401_K1 4 0.747
#> HP1504101T2D_P19 1 0.000
#> HP1502401_M2 2 1.000
#> HP1502401_J20 2 1.000
#> HP1502401_N23 2 1.000
#> HP1504101T2D_L8 2 1.000
#> HP1504101T2D_D14 1 0.000
#> HP1504101T2D_L9 1 0.000
#> HP1504101T2D_L7 2 1.000
#> HP1502401_O23 2 1.000
#> HP1502401_D22 2 1.000
#> HP1502401_B5 2 0.751
#> HP1504101T2D_H18 2 1.000
#> HP1502401_D4 2 1.000
#> HP1504101T2D_F18 2 0.000
#> HP1502401_E6 2 1.000
#> HP1502401_J18 2 1.000
#> HP1504101T2D_A10 2 0.249
#> HP1502401_J3 1 0.000
#> HP1504101T2D_P15 1 0.000
#> HP1502401_I5 1 0.000
#> HP1502401_E1 1 0.000
#> HP1502401_M1 2 0.747
#> HP1504101T2D_M20 1 0.249
#> HP1504101T2D_L17 1 1.000
#> HP1502401_B15 3 0.498
#> HP1502401_J4 2 1.000
#> HP1504101T2D_K6 1 0.000
#> HP1504101T2D_A7 1 0.000
#> HP1502401_A15 3 0.000
#> HP1504101T2D_H12 1 0.249
#> HP1504101T2D_H8 1 0.000
#> HP1502401_C23 1 0.000
#> HP1504101T2D_B17 2 1.000
#> HP1502401_K10 2 1.000
#> HP1502401_D10 2 1.000
#> HP1504101T2D_N20 2 1.000
#> HP1504101T2D_M24 2 1.000
#> HP1504101T2D_B3 4 0.498
#> HP1502401_D11 4 0.000
#> HP1502401_G2 1 0.000
#> HP1502401_A22 2 1.000
#> HP1504101T2D_N3 1 0.000
#> HP1502401_G20 2 0.498
#> HP1504101T2D_G7 1 0.000
#> HP1504101T2D_C12 2 0.751
#> HP1504101T2D_G22 2 1.000
#> HP1504101T2D_I19 4 0.000
#> HP1504101T2D_P17 2 0.751
#> HP1504101T2D_C9 2 1.000
#> HP1502401_D20 2 1.000
#> HP1504101T2D_P23 1 0.000
#> HP1502401_G7 2 1.000
#> HP1502401_H5 4 0.000
#> HP1504101T2D_B9 1 0.000
#> HP1502401_D16 2 1.000
#> HP1504101T2D_G14 2 0.751
#> HP1502401_A23 1 0.498
#> HP1504101T2D_G10 2 1.000
#> HP1504101T2D_M1 2 1.000
#> HP1504101T2D_J23 1 0.000
#> HP1502401_O15 1 0.000
#> HP1502401_N7 3 1.000
#> HP1504101T2D_A13 2 1.000
#> HP1502401_M19 2 1.000
#> HP1504101T2D_C11 2 0.249
#> HP1502401_F3 1 0.000
#> HP1502401_G17 1 0.000
#> HP1504101T2D_K12 2 1.000
#> HP1502401_J15 2 1.000
#> HP1504101T2D_D21 2 1.000
#> HP1504101T2D_G19 2 0.751
#> HP1502401_K6 2 1.000
#> HP1502401_E15 1 0.000
#> HP1504101T2D_M16 1 0.000
#> HP1502401_O9 4 0.000
#> HP1502401_K2 2 1.000
#> HP1504101T2D_B18 2 1.000
#> HP1504101T2D_M2 2 1.000
#> HP1502401_A19 1 0.000
#> HP1502401_O8 4 0.253
#> HP1504101T2D_L12 1 0.000
#> HP1504101T2D_M9 2 1.000
#> HP1504101T2D_J21 1 0.000
#> HP1502401_K16 2 1.000
#> HP1502401_E17 2 1.000
#> HP1502401_M23 2 1.000
#> HP1504101T2D_O14 2 1.000
#> HP1502401_N11 4 0.000
#> HP1502401_K8 1 1.000
#> HP1504101T2D_P22 2 1.000
#> HP1502401_J19 2 1.000
#> HP1502401_G3 4 0.498
#> HP1504101T2D_H6 2 1.000
#> HP1502401_I18 4 1.000
#> HP1504101T2D_P1 1 0.502
#> HP1502401_J7 4 0.751
#> HP1504101T2D_F23 1 0.000
#> HP1502401_L10 2 1.000
#> HP1504101T2D_M10 2 0.000
#> HP1502401_M12 2 1.000
#> HP1502401_I1 2 1.000
#> HP1502401_N9 4 0.000
#> HP1502401_F15 2 1.000
#> HP1504101T2D_A17 3 0.000
#> HP1504101T2D_L11 2 1.000
#> HP1504101T2D_E3 4 0.498
#> HP1502401_L22 2 1.000
#> HP1502401_O10 2 1.000
#> HP1502401_G8 2 1.000
#> HP1504101T2D_O15 1 0.000
#> HP1504101T2D_C5 1 0.000
#> HP1502401_M9 1 1.000
#> HP1504101T2D_O22 2 1.000
#> HP1504101T2D_E7 2 0.751
#> HP1504101T2D_M5 2 1.000
#> HP1504101T2D_K9 1 0.000
#> HP1502401_O11 1 0.000
#> HP1502401_A3 1 1.000
#> HP1504101T2D_O8 1 0.000
#> HP1502401_F5 1 0.000
#> HP1502401_K12 4 0.000
#> HP1504101T2D_K10 2 0.498
#> HP1504101T2D_B21 2 0.751
#> HP1504101T2D_C10 2 1.000
#> HP1502401_F2 1 0.000
#> HP1504101T2D_L16 1 0.000
#> HP1502401_D24 2 1.000
#> HP1504101T2D_N21 2 1.000
#> HP1502401_G22 2 1.000
#> HP1502401_I20 1 0.000
#> HP1502401_B1 3 1.000
#> HP1502401_B11 3 0.000
#> HP1502401_C12 2 1.000
#> HP1504101T2D_J7 2 0.751
#> HP1504101T2D_G3 2 0.000
#> HP1504101T2D_P10 1 0.000
#> HP1502401_B12 1 0.000
#> HP1504101T2D_H10 1 0.000
#> HP1504101T2D_B23 1 0.000
#> HP1504101T2D_A6 2 1.000
#> HP1504101T2D_I8 2 0.498
#> HP1504101T2D_J10 1 0.000
#> HP1504101T2D_J16 2 0.000
#> HP1504101T2D_C21 2 0.249
#> HP1502401_O4 2 1.000
#> HP1502401_F24 3 1.000
#> HP1504101T2D_M8 2 1.000
#> HP1504101T2D_J12 1 0.249
#> HP1502401_C9 1 0.000
#> HP1504101T2D_A1 1 0.000
#> HP1504101T2D_I21 1 0.000
#> HP1504101T2D_K8 2 0.249
#> HP1504101T2D_O18 1 0.000
#> HP1504101T2D_D24 2 1.000
#> HP1502401_B2 1 0.000
#> HP1504101T2D_H16 1 0.000
#> HP1504101T2D_L20 1 0.000
#> HP1502401_L15 2 1.000
#> HP1504101T2D_P21 2 0.502
#> HP1502401_L9 4 0.000
#> HP1502401_D9 1 0.000
#> HP1504101T2D_H19 1 0.000
#> HP1502401_A20 1 0.000
#> HP1502401_J16 4 0.000
#> HP1504101T2D_C7 1 0.000
#> HP1502401_J17 2 1.000
#> HP1502401_M3 2 1.000
#> HP1504101T2D_A9 1 0.000
#> HP1504101T2D_A12 2 1.000
#> HP1504101T2D_H13 1 0.000
#> HP1502401_E10 2 1.000
#> HP1504101T2D_A22 1 0.000
#> HP1504101T2D_O9 2 0.751
#> HP1504101T2D_F14 2 1.000
#> HP1504101T2D_J4 1 0.000
#> HP1504101T2D_J17 1 0.000
#> HP1504101T2D_N1 2 0.751
#> HP1504101T2D_K7 1 0.000
#> HP1504101T2D_C8 1 0.000
#> HP1504101T2D_H23 2 1.000
#> HP1502401_N10 2 0.751
#> HP1502401_G5 2 1.000
#> HP1502401_H20 2 1.000
#> HP1504101T2D_A3 1 0.000
#> HP1504101T2D_I23 2 1.000
#> HP1502401_O20 2 1.000
#> HP1504101T2D_D9 2 1.000
#> HP1504101T2D_B5 2 1.000
#> HP1504101T2D_G20 1 0.000
#> HP1504101T2D_L5 3 0.502
#> HP1504101T2D_M22 1 0.000
#> HP1502401_H24 2 1.000
#> HP1502401_G9 1 0.000
#> HP1502401_A6 2 1.000
#> HP1504101T2D_O20 2 1.000
#> HP1504101T2D_E15 2 1.000
#> HP1502401_O7 2 1.000
#> HP1502401_C22 1 0.000
#> HP1504101T2D_B7 2 0.253
#> HP1502401_E12 1 0.000
#> HP1502401_L4 4 0.249
#> HP1502401_C5 2 1.000
#> HP1504101T2D_L24 2 1.000
#> HP1504101T2D_B12 2 1.000
#> HP1504101T2D_N24 2 0.751
#> HP1502401_L24 1 0.000
#> HP1504101T2D_N18 1 0.000
#> HP1504101T2D_H2 2 1.000
#> HP1502401_A2 2 1.000
#> HP1502401_D2 2 0.751
#> HP1504101T2D_N22 2 1.000
#> HP1502401_O17 3 0.000
#> HP1504101T2D_O5 1 0.000
#> HP1504101T2D_E22 2 1.000
#> HP1504101T2D_E8 3 0.253
#> HP1502401_M6 3 1.000
#> HP1504101T2D_L1 2 1.000
#> HP1504101T2D_C20 2 1.000
#> HP1504101T2D_H17 2 1.000
#> HP1504101T2D_L4 2 0.751
#> HP1502401_F8 1 0.000
#> HP1504101T2D_P7 2 1.000
#> HP1502401_B9 1 0.000
#> HP1504101T2D_J14 4 0.253
#> HP1502401_M17 4 0.502
#> HP1504101T2D_O10 2 1.000
#> HP1504101T2D_D20 1 0.000
#> HP1502401_H12 2 1.000
#> HP1504101T2D_K3 1 0.000
#> HP1504101T2D_D4 1 0.000
#> HP1504101T2D_E21 2 0.747
#> HP1504101T2D_K20 2 0.498
#> HP1504101T2D_I22 2 1.000
#> HP1502401_F9 3 0.751
#> HP1504101T2D_M13 1 0.000
#> HP1504101T2D_H4 2 1.000
#> HP1502401_F16 3 0.000
#> HP1502401_M20 2 1.000
#> HP1504101T2D_K17 2 0.751
#> HP1504101T2D_L10 2 1.000
#> HP1504101T2D_I2 4 0.000
#> HP1504101T2D_K21 1 0.000
#> HP1504101T2D_J3 2 0.253
#> HP1502401_E23 2 1.000
#> HP1502401_A24 2 1.000
#> HP1504101T2D_F9 1 0.000
#> HP1502401_M11 2 1.000
#> HP1504101T2D_I11 4 0.498
#> HP1502401_I8 2 0.498
#> HP1504101T2D_H21 2 1.000
#> HP1504101T2D_A21 1 0.000
#> HP1502401_F23 2 1.000
#> HP1504101T2D_O3 2 1.000
#> HP1504101T2D_N2 2 0.502
#> HP1504101T2D_J20 2 0.751
#> HP1504101T2D_C6 1 1.000
#> HP1504101T2D_L3 2 1.000
#> HP1504101T2D_P11 2 1.000
#> HP1502401_E24 2 0.502
#> HP1504101T2D_J8 1 0.000
#> HP1504101T2D_G21 2 0.751
#> HP1502401_A5 1 0.000
#> HP1504101T2D_F3 2 0.249
#> HP1504101T2D_J1 2 0.747
#> HP1502401_N14 1 0.000
#> HP1502401_M21 2 1.000
#> HP1504101T2D_C3 1 0.000
#> HP1504101T2D_F1 2 0.502
#> HP1504101T2D_P4 1 0.000
#> HP1502401_I12 2 1.000
#> HP1504101T2D_P5 2 1.000
#> HP1502401_K21 2 1.000
#> HP1504101T2D_N8 2 1.000
#> HP1502401_I19 4 0.000
#> HP1502401_C20 2 1.000
#> HP1504101T2D_G23 2 1.000
#> HP1502401_H16 2 1.000
#> HP1502401_J24 2 1.000
#> HP1502401_C17 1 0.000
#> HP1504101T2D_E12 1 0.000
#> HP1504101T2D_A2 1 0.000
#> HP1504101T2D_K11 1 0.000
#> HP1504101T2D_D15 2 1.000
#> HP1504101T2D_E2 1 0.000
#> HP1504101T2D_D23 2 1.000
#> HP1504101T2D_N6 2 1.000
#> HP1504101T2D_N23 1 0.000
#> HP1502401_L20 2 1.000
#> HP1504101T2D_A16 1 0.000
#> HP1502401_E18 1 0.000
#> HP1504101T2D_O17 1 0.249
#> HP1502401_N20 2 1.000
#> HP1502401_E11 2 1.000
#> HP1502401_C24 1 0.000
#> HP1504101T2D_H1 2 1.000
#> HP1502401_K11 4 0.249
#> HP1502401_M16 2 1.000
#> HP1502401_E2 2 1.000
#> HP1504101T2D_D12 2 0.747
#> HP1504101T2D_H22 2 1.000
#> HP1504101T2D_M12 1 0.000
#> HP1502401_B10 4 0.249
#> HP1502401_F20 2 1.000
#> HP1504101T2D_D3 1 0.000
#> HP1504101T2D_B13 2 1.000
#> HP1504101T2D_F19 2 1.000
#> HP1504101T2D_F13 2 1.000
#> HP1502401_B16 2 1.000
#> HP1502401_C1 2 0.000
#> HP1502401_C21 2 1.000
#> HP1504101T2D_F21 1 0.000
#> HP1504101T2D_J9 2 1.000
#> HP1502401_I21 2 0.000
#> HP1504101T2D_K15 1 0.000
#> HP1504101T2D_H24 2 1.000
#> HP1502401_I17 1 0.000
#> HP1502401_C7 2 1.000
#> HP1504101T2D_F24 1 0.000
#> HP1504101T2D_P20 1 0.000
#> HP1504101T2D_B14 1 0.249
#> HP1502401_H19 2 1.000
#> HP1502401_F6 1 0.000
#> HP1502401_L1 2 1.000
#> HP1502401_F1 1 0.000
#> HP1502401_J2 2 0.502
#> HP1502401_C3 1 0.000
#> HP1504101T2D_E20 2 1.000
#> HP1504101T2D_H3 1 0.000
#> HP1502401_I24 2 1.000
#> HP1504101T2D_P12 2 1.000
#> HP1504101T2D_C16 2 1.000
#> HP1502401_N21 3 1.000
#> HP1502401_A10 2 1.000
#> HP1502401_M22 2 0.747
#> HP1502401_A17 2 0.747
#> HP1504101T2D_O2 1 0.000
#> HP1504101T2D_A8 2 1.000
#> HP1502401_J12 3 1.000
#> HP1504101T2D_A14 1 1.000
#> HP1504101T2D_I12 1 1.000
#> HP1504101T2D_H15 2 0.751
#> HP1504101T2D_J22 2 1.000
#> HP1502401_F21 2 1.000
#> HP1502401_H1 2 1.000
#> HP1504101T2D_O11 2 1.000
#> HP1504101T2D_M23 2 1.000
#> HP1502401_K7 1 0.000
#> HP1504101T2D_J5 2 0.000
#> HP1502401_I23 2 1.000
#> HP1504101T2D_G8 2 0.249
#> HP1504101T2D_K14 1 0.000
#> HP1502401_O3 4 0.000
#> HP1502401_F10 2 1.000
#> HP1502401_H18 2 1.000
#> HP1502401_E3 2 1.000
#> HP1504101T2D_J24 2 1.000
#> HP1502401_J9 1 0.502
#> HP1504101T2D_D5 2 1.000
#> HP1504101T2D_D11 2 0.249
#> HP1504101T2D_F4 1 0.000
#> HP1504101T2D_O23 2 1.000
#> HP1502401_N3 2 1.000
#> HP1504101T2D_L18 2 1.000
#> HP1504101T2D_F20 2 1.000
#> HP1502401_N16 2 0.253
#> HP1504101T2D_K18 2 1.000
#> HP1504101T2D_P18 2 1.000
#> HP1502401_E9 2 1.000
#> HP1504101T2D_M3 3 0.249
#> HP1504101T2D_G11 1 0.000
#> HP1504101T2D_L19 2 1.000
#> HP1504101T2D_G18 1 0.000
#> HP1504101T2D_N5 2 1.000
#> HP1502401_N19 2 1.000
#> HP1502401_B8 2 1.000
#> HP1502401_E20 2 1.000
#> HP1504101T2D_O1 1 0.000
#> HP1504101T2D_A23 2 1.000
#> HP1504101T2D_D6 2 1.000
#> HP1502401_K20 2 1.000
#> HP1502401_D15 1 0.000
#> HP1504101T2D_N16 2 1.000
#> HP1502401_B23 2 1.000
#> HP1504101T2D_O24 2 0.751
#> HP1502401_H9 1 0.000
#> HP1504101T2D_A18 2 1.000
#> HP1504101T2D_F16 2 0.498
#> HP1502401_I10 4 0.000
#> AZ_A1 1 0.000
#> AZ_A2 3 0.502
#> AZ_A3 1 0.000
#> AZ_B6 1 0.000
#> AZ_B9 2 1.000
#> AZ_B4 1 0.498
#> AZ_A6 2 1.000
#> AZ_C11 2 1.000
#> AZ_B10 3 1.000
#> AZ_A4 1 0.000
#> AZ_C10 2 1.000
#> AZ_A5 1 0.502
#> AZ_C12 1 0.000
#> AZ_B8 2 1.000
#> AZ_B1 2 1.000
#> AZ_A12 3 0.000
#> AZ_B7 1 0.000
#> AZ_C1 2 1.000
#> AZ_A9 1 0.249
#> AZ_A8 3 1.000
#> AZ_A11 2 1.000
#> AZ_C2 2 1.000
#> AZ_B11 2 1.000
#> AZ_B12 2 1.000
#> AZ_B2 2 1.000
#> AZ_B3 2 1.000
#> AZ_A7 2 1.000
#> AZ_A10 2 1.000
#> AZ_C3 2 1.000
#> AZ_B5 2 1.000
#> AZ_E12 2 1.000
#> AZ_G12 1 0.000
#> AZ_F10 1 0.000
#> AZ_H4 4 0.751
#> AZ_D3 2 1.000
#> AZ_E4 2 1.000
#> AZ_G6 2 1.000
#> AZ_H5 3 0.000
#> AZ_G4 3 0.000
#> AZ_E10 1 0.000
#> AZ_G10 3 0.000
#> AZ_D6 2 1.000
#> AZ_H1 4 1.000
#> AZ_G3 3 0.000
#> AZ_H11 3 1.000
#> AZ_D9 3 0.000
#> AZ_D5 3 0.000
#> AZ_H8 1 0.000
#> AZ_G11 1 0.000
#> AZ_F3 4 0.000
#> AZ_G5 2 1.000
#> AZ_H2 4 1.000
#> AZ_E11 1 0.498
#> AZ_E2 2 1.000
#> AZ_H10 2 1.000
#> AZ_F6 2 1.000
#> AZ_G7 1 0.000
#> AZ_F5 2 0.498
#> AZ_G9 1 0.000
#> AZ_D8 2 1.000
#> AZ_E3 3 1.000
#> AZ_D10 1 1.000
#> AZ_E7 2 1.000
#> AZ_E1 1 1.000
#> AZ_G2 3 1.000
#> AZ_H6 4 1.000
#> AZ_F9 3 0.751
#> AZ_C8 2 1.000
#> AZ_C7 1 0.751
#> AZ_H12 4 1.000
#> AZ_H7 1 0.000
#> AZ_D1 1 0.000
#> AZ_E5 2 1.000
#> AZ_D12 3 0.502
#> AZ_F4 2 1.000
#> AZ_F7 2 1.000
#> AZ_G8 1 0.000
#> AZ_H3 1 1.000
#> AZ_F12 1 0.000
#> AZ_C4 2 1.000
#> AZ_C5 2 1.000
#> AZ_D7 2 1.000
#> AZ_D4 2 1.000
#> AZ_F2 2 1.000
#> AZ_D11 1 0.249
#> AZ_E8 2 1.000
#> AZ_F1 2 1.000
#> AZ_F8 2 1.000
#> AZ_C9 2 1.000
#> AZ_G1 2 1.000
#> AZ_F11 4 1.000
#> AZ_C6 1 0.000
#> AZ_E9 2 1.000
#> AZ_H9 3 0.000
#> AZ_D2 3 0.000
#> AZ_E6 1 0.000
#> HP1508501T2D_E3 1 1.000
#> HP1508501T2D_C1 1 0.000
#> HP1508501T2D_O2 1 0.000
#> HP1508501T2D_E2 4 0.000
#> HP1508501T2D_M2 1 0.000
#> HP1508501T2D_C3 1 0.000
#> HP1508501T2D_M1 4 0.000
#> HP1508501T2D_A2 1 0.000
#> HP1508501T2D_K2 2 0.000
#> HP1508501T2D_A1 1 0.000
#> HP1508501T2D_E1 2 0.000
#> HP1508501T2D_A3 2 0.000
#> HP1508501T2D_I2 4 0.000
#> HP1508501T2D_O1 2 0.000
#> HP1508501T2D_G2 2 0.000
#> HP1508501T2D_I1 2 0.000
#> HP1508501T2D_C2 2 0.000
#> HP1508501T2D_K1 4 0.000
#> HP1508501T2D_G3 2 0.000
#> HP1508501T2D_G1 2 0.000
#> HP1508501T2D_D23 1 0.000
#> HP1508501T2D_C20 4 0.000
#> HP1508501T2D_M9 4 0.000
#> HP1508501T2D_L13 2 0.253
#> HP1508501T2D_K13 1 0.000
#> HP1508501T2D_O4 4 0.000
#> HP1508501T2D_N1 2 0.000
#> HP1508501T2D_P7 2 0.000
#> HP1508501T2D_N14 1 0.000
#> HP1508501T2D_B15 2 0.000
#> HP1508501T2D_D2 2 0.000
#> HP1508501T2D_D20 4 0.000
#> HP1508501T2D_I5 1 1.000
#> HP1508501T2D_H11 2 0.253
#> HP1508501T2D_E24 4 0.000
#> HP1508501T2D_B18 2 0.000
#> HP1508501T2D_G15 2 0.000
#> HP1508501T2D_M20 2 0.502
#> HP1508501T2D_C6 1 1.000
#> HP1508501T2D_B23 2 1.000
#> HP1508501T2D_K11 1 0.000
#> HP1508501T2D_A8 2 0.000
#> HP1508501T2D_J21 2 0.000
#> HP1508501T2D_A13 2 0.000
#> HP1508501T2D_O3 2 0.000
#> HP1508501T2D_F3 2 0.000
#> HP1508501T2D_M17 2 0.000
#> HP1508501T2D_I15 2 0.000
#> HP1508501T2D_E6 4 0.000
#> HP1508501T2D_E14 4 0.000
#> HP1508501T2D_G16 1 1.000
#> HP1508501T2D_M19 2 0.498
#> HP1508501T2D_D17 2 0.000
#> HP1508501T2D_L18 2 0.498
#> HP1508501T2D_A23 3 0.751
#> HP1508501T2D_M3 2 0.000
#> HP1508501T2D_L20 4 0.751
#> HP1508501T2D_L8 1 0.000
#> HP1508501T2D_F17 2 0.000
#> HP1508501T2D_L19 1 0.000
#> HP1508501T2D_A10 4 0.000
#> HP1508501T2D_H24 4 0.000
#> HP1508501T2D_D7 1 1.000
#> HP1508501T2D_P14 2 0.000
#> HP1508501T2D_O21 1 0.000
#> HP1508501T2D_I24 2 0.000
#> HP1508501T2D_L12 1 0.000
#> HP1508501T2D_H22 4 0.498
#> HP1508501T2D_I20 4 0.000
#> HP1508501T2D_F4 2 0.000
#> HP1508501T2D_F12 2 1.000
#> HP1508501T2D_P10 1 0.249
#> HP1508501T2D_N9 4 0.000
#> HP1508501T2D_H5 2 0.000
#> HP1508501T2D_A19 2 0.000
#> HP1508501T2D_B9 4 0.000
#> HP1508501T2D_H2 2 0.000
#> HP1508501T2D_J23 4 0.000
#> HP1508501T2D_A20 1 0.000
#> HP1508501T2D_P24 1 0.000
#> HP1508501T2D_G7 1 0.000
#> HP1508501T2D_B17 2 0.000
#> HP1508501T2D_A6 1 1.000
#> HP1508501T2D_D5 2 0.000
#> HP1508501T2D_H8 1 0.000
#> HP1508501T2D_K8 1 0.000
#> HP1508501T2D_I3 2 0.000
#> HP1508501T2D_I8 2 0.000
#> HP1508501T2D_L6 2 0.000
#> HP1508501T2D_B5 4 0.000
#> HP1508501T2D_C14 4 0.000
#> HP1508501T2D_J11 2 0.000
#> HP1508501T2D_F16 2 0.000
#> HP1508501T2D_L7 4 0.498
#> HP1508501T2D_O16 1 0.000
#> HP1508501T2D_L14 2 0.000
#> HP1508501T2D_N7 2 0.000
#> HP1508501T2D_M15 2 0.000
#> HP1508501T2D_O24 1 0.000
#> HP1508501T2D_K22 2 0.000
#> HP1508501T2D_H17 2 0.000
#> HP1508501T2D_G10 2 0.000
#> HP1508501T2D_M22 2 0.000
#> HP1508501T2D_M24 1 0.000
#> HP1508501T2D_N13 2 0.000
#> HP1508501T2D_F14 2 0.000
#> HP1508501T2D_D6 4 0.498
#> HP1508501T2D_G9 1 1.000
#> HP1508501T2D_E12 2 0.000
#> HP1508501T2D_J10 1 0.000
#> HP1508501T2D_C7 1 1.000
#> HP1508501T2D_P3 2 0.000
#> HP1508501T2D_H20 1 0.751
#> HP1508501T2D_H4 2 0.000
#> HP1508501T2D_E18 2 0.000
#> HP1508501T2D_G11 2 0.000
#> HP1508501T2D_I6 1 0.000
#> HP1508501T2D_P11 4 0.000
#> HP1508501T2D_L16 2 1.000
#> HP1508501T2D_N3 1 0.000
#> HP1508501T2D_P9 4 0.000
#> HP1508501T2D_F8 2 0.000
#> HP1508501T2D_O14 4 0.000
#> HP1508501T2D_D1 4 1.000
#> HP1508501T2D_A22 1 0.253
#> HP1508501T2D_L10 2 0.000
#> HP1508501T2D_F13 1 0.000
#> HP1508501T2D_N24 2 0.000
#> HP1508501T2D_O7 4 1.000
#> HP1508501T2D_P17 1 0.000
#> HP1508501T2D_C9 2 0.000
#> HP1508501T2D_K21 4 0.000
#> HP1508501T2D_O15 1 0.000
#> HP1508501T2D_F22 1 0.000
#> HP1508501T2D_H1 1 0.000
#> HP1508501T2D_H6 2 0.000
#> HP1508501T2D_E15 2 0.000
#> HP1508501T2D_J9 4 0.000
#> HP1508501T2D_N19 4 0.000
#> HP1508501T2D_B11 4 0.000
#> HP1508501T2D_B19 4 0.249
#> HP1508501T2D_E10 3 1.000
#> HP1508501T2D_I18 2 0.249
#> HP1508501T2D_M11 4 0.000
#> HP1508501T2D_B21 2 0.000
#> HP1508501T2D_N17 2 0.000
#> HP1508501T2D_G12 2 0.000
#> HP1508501T2D_C13 2 0.000
#> HP1508501T2D_L3 1 0.000
#> HP1508501T2D_E22 2 0.498
#> HP1508501T2D_A24 2 0.000
#> HP1508501T2D_K16 4 0.000
#> HP1508501T2D_P5 4 0.000
#> HP1508501T2D_N20 4 0.000
#> HP1508501T2D_M4 4 0.000
#> HP1508501T2D_N2 2 0.000
#> HP1508501T2D_K18 2 1.000
#> HP1508501T2D_B8 2 0.253
#> HP1508501T2D_N22 2 1.000
#> HP1508501T2D_I16 2 0.000
#> HP1508501T2D_C24 2 0.000
#> HP1508501T2D_H13 2 0.000
#> HP1508501T2D_M7 2 0.000
#> HP1508501T2D_A16 4 0.000
#> HP1508501T2D_L21 2 0.000
#> HP1508501T2D_G19 2 0.000
#> HP1508501T2D_F1 3 0.498
#> HP1508501T2D_P15 1 0.000
#> HP1508501T2D_E7 2 0.000
#> HP1508501T2D_I11 2 0.000
#> HP1508501T2D_K7 2 0.000
#> HP1508501T2D_O9 2 0.000
#> HP1508501T2D_H12 2 0.253
#> HP1508501T2D_K4 2 0.000
#> HP1508501T2D_I17 2 0.000
#> HP1508501T2D_P18 1 0.000
#> HP1508501T2D_O13 2 0.000
#> HP1508501T2D_H18 2 0.000
#> HP1508501T2D_M16 4 0.000
#> HP1508501T2D_O18 1 0.000
#> HP1508501T2D_L4 1 0.000
#> HP1508501T2D_P21 1 0.000
#> HP1508501T2D_H3 2 0.000
#> HP1508501T2D_C10 2 0.000
#> HP1508501T2D_F10 1 0.000
#> HP1508501T2D_L11 4 0.000
#> HP1508501T2D_B20 4 0.000
#> HP1508501T2D_B4 4 0.000
#> HP1508501T2D_J17 2 0.000
#> HP1508501T2D_C23 2 0.000
#> HP1508501T2D_K17 2 0.000
#> HP1508501T2D_G14 2 0.249
#> HP1508501T2D_D3 2 0.000
#> HP1508501T2D_L22 1 0.000
#> HP1508501T2D_K20 4 0.000
#> HP1508501T2D_L1 1 0.000
#> HP1508501T2D_D16 2 0.000
#> HP1508501T2D_G24 2 0.000
#> HP1508501T2D_B10 4 0.000
#> HP1508501T2D_J13 2 0.000
#> HP1508501T2D_P8 2 0.000
#> HP1508501T2D_N18 2 0.000
#> HP1508501T2D_G5 4 0.000
#> HP1508501T2D_M18 2 0.000
#> HP1508501T2D_B2 1 0.000
#> HP1508501T2D_P22 1 0.000
#> HP1508501T2D_A7 4 0.000
#> HP1508501T2D_C22 1 0.000
#> HP1508501T2D_I22 2 1.000
#> HP1508501T2D_O10 1 1.000
#> HP1508501T2D_P23 1 0.000
#> HP1508501T2D_G20 2 1.000
#> HP1508501T2D_K12 4 0.000
#> HP1508501T2D_J20 2 0.000
#> HP1508501T2D_K5 1 1.000
#> HP1508501T2D_K6 4 0.000
#> HP1508501T2D_P12 1 1.000
#> HP1508501T2D_J4 2 0.000
#> HP1508501T2D_M14 4 0.000
#> HP1508501T2D_B1 1 0.000
#> HP1508501T2D_F21 2 0.000
#> HP1508501T2D_C19 2 0.000
#> HP1508501T2D_E8 2 0.000
#> HP1508501T2D_G8 1 1.000
#> HP1508501T2D_F19 1 0.000
#> HP1508501T2D_I23 4 0.000
#> HP1508501T2D_M8 4 0.000
#> HP1508501T2D_A5 1 0.000
#> HP1508501T2D_E17 2 0.000
#> HP1508501T2D_B22 4 0.751
#> HP1508501T2D_F7 2 0.000
#> HP1508501T2D_E19 2 0.000
#> HP1508501T2D_J7 1 0.000
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#> HP1508501T2D_H9 4 1.000
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#> HP1508501T2D_F15 4 0.498
#> HP1508501T2D_C21 1 0.000
#> HP1508501T2D_C15 4 0.000
#> HP1508501T2D_N4 2 0.000
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#> HP1508501T2D_I14 4 0.000
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#> HP1508501T2D_L23 4 0.000
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#> HP1508501T2D_B24 3 1.000
#> HP1508501T2D_E4 2 0.000
#> HP1508501T2D_G21 4 0.000
#> HP1508501T2D_H23 4 0.000
#> HP1508501T2D_L2 2 0.000
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#> HP1508501T2D_D21 2 0.502
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#> HP1508501T2D_N16 1 0.000
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#> HP1508501T2D_B6 1 0.000
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#> HP1508501T2D_C12 4 0.751
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#> HP1508501T2D_C5 1 0.000
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#> HP1508501T2D_K10 1 1.000
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#> HP1508501T2D_F23 4 0.000
#> HP1508501T2D_K24 4 0.751
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#> HP1508501T2D_K19 2 0.000
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#> HP1508501T2D_J6 2 0.249
#> HP1508501T2D_B12 2 0.000
#> HP1508501T2D_B13 1 1.000
#> HP1508501T2D_K14 2 0.000
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#> HP1508501T2D_D4 1 0.000
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#> HP1508501T2D_H10 2 0.000
#> HP1508501T2D_M13 1 0.000
#> HP1508501T2D_M5 4 0.502
#> HP1508501T2D_H21 2 0.751
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#> HP1508501T2D_G13 2 0.000
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#> HP1508501T2D_J2 4 0.000
#> HP1508501T2D_J8 2 0.253
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#> HP1508501T2D_P19 1 0.000
#> HP1508501T2D_C4 3 1.000
#> HP1508501T2D_O6 1 1.000
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#> HP1508501T2D_G23 2 0.000
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#> HP1508501T2D_I7 4 0.000
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#> HP1508501T2D_I12 2 0.000
#> HP1508501T2D_J1 2 0.253
#> HP1508501T2D_M10 4 1.000
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#> HP1508501T2D_H14 4 0.000
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#> HP1508501T2D_K9 4 0.000
#> HP1508501T2D_E21 4 0.000
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#> HP1508501T2D_N12 1 1.000
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#> HP1508501T2D_J19 1 0.751
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#> HP1508501T2D_D8 2 0.253
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#> HP1508501T2D_M6 1 1.000
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#> HP1508501T2D_C17 4 0.249
#> HP1508501T2D_D22 4 1.000
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#> HP1508501T2D_D10 2 0.000
#> HP1508501T2D_B16 2 0.000
#> HP1508501T2D_G22 2 0.249
#> HP1508501T2D_E13 2 0.000
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#> HP1508501T2D_H19 1 0.253
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#> HP1508501T2D_M21 1 1.000
#> HP1508501T2D_P16 1 0.000
#> HP1508501T2D_K3 2 0.000
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#> HP1506401_E22 1 1.000
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#> HP1506401_J6 4 0.000
#> HP1506401_H12 4 0.000
#> HP1506401_O13 1 1.000
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#> HP1506401_E20 4 0.000
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#> HP1506401_H6 4 0.000
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#> HP1504901_E15 1 0.000
#> HP1504901_O3 1 0.000
#> HP1504901_O16 2 1.000
#> HP1504901_E14 3 0.747
#> HP1504901_G11 2 1.000
#> HP1504901_F21 1 0.000
#> HP1504901_N24 3 0.000
#> HP1504901_P24 1 0.000
#> HP1504901_C3 1 0.000
#> HP1504901_D17 3 0.000
#> HP1504901_K6 3 0.000
#> HP1504901_I14 1 0.000
#> HP1504901_M15 1 0.000
#> HP1504901_D2 3 1.000
#> HP1504901_I18 3 0.000
#> HP1504901_E21 3 0.000
#> HP1504901_H18 3 0.000
#> HP1504901_D20 1 0.000
#> HP1504901_D24 3 0.000
#> HP1504901_J6 3 0.249
#> HP1504901_I2 3 0.000
#> HP1504901_D14 3 0.000
#> HP1504901_C1 1 0.000
#> HP1504901_G16 3 1.000
#> HP1504901_I12 4 1.000
#> HP1504901_P20 3 0.000
#> HP1504901_M18 2 1.000
#> HP1504901_P15 1 0.000
#> HP1504901_G22 1 0.000
#> HP1504901_P22 1 0.000
#> HP1504901_J3 3 1.000
#> HP1504901_N10 1 0.000
#> HP1504901_P12 1 0.000
#> HP1504901_M9 1 0.000
#> HP1504901_F4 2 1.000
#> HP1504901_D7 3 0.000
#> HP1504901_M21 3 1.000
#> HP1504901_E13 1 0.000
#> HP1504901_B10 3 0.000
#> HP1504901_H1 4 1.000
#> HP1504901_J5 3 0.000
#> HP1504901_K5 3 1.000
#> HP1504901_M13 1 0.000
#> HP1504901_N6 1 0.000
#> HP1504901_F10 3 1.000
#> HP1504901_H16 2 1.000
#> HP1504901_G15 3 0.000
#> HP1504901_M23 1 0.000
#> HP1504901_H2 4 1.000
#> HP1504901_G18 3 0.000
#> HP1504901_N19 2 1.000
#> HP1504901_P17 1 0.000
#> HP1504901_L21 1 0.000
#> HP1504901_D11 1 0.000
#> HP1504901_P6 1 0.000
#> HP1504901_C6 1 0.000
#> HP1504901_C10 3 0.000
#> HP1504901_I8 2 1.000
#> HP1504901_D3 1 0.000
#> HP1504901_L5 1 0.000
#> HP1504901_I22 3 0.249
#> HP1504901_K18 1 0.000
#> HP1504901_D8 1 0.000
#> HP1504901_G17 1 0.000
#> HP1504901_B21 3 0.249
#> HP1504901_N7 4 1.000
#> HP1504901_C14 4 1.000
#> HP1504901_M1 1 0.000
#> HP1504901_A10 3 0.000
#> HP1504901_I13 3 0.000
#> HP1504901_C23 3 0.498
#> HP1504901_N4 1 0.000
#> HP1504901_E2 3 0.000
#> HP1504901_D21 3 0.000
#> HP1504901_A20 1 0.000
#> HP1504901_G19 3 0.000
#> HP1504901_N5 1 0.000
#> HP1504901_C22 1 0.000
#> HP1504901_N21 3 0.000
#> HP1504901_B2 3 0.253
#> HP1504901_L9 3 0.000
#> HP1504901_N23 3 0.000
#> HP1504901_F3 3 0.000
#> HP1525301T2D_P14 2 0.498
#> HP1525301T2D_K15 2 0.502
#> HP1526901T2D_K9 1 0.000
#> HP1526901T2D_A18 4 0.000
#> HP1525301T2D_D19 3 0.249
#> HP1526901T2D_K12 2 0.000
#> HP1525301T2D_G16 1 0.000
#> HP1525301T2D_G11 3 0.249
#> HP1525301T2D_A6 3 1.000
#> HP1508501T2D_P4 4 0.000
#> HP1525301T2D_K23 2 0.000
#> HP1525301T2D_P12 1 0.000
#> HP1525301T2D_N22 1 0.000
#> HP1525301T2D_P16 2 0.000
#> HP1525301T2D_O14 2 0.249
#> HP1525301T2D_H14 3 0.249
#> HP1525301T2D_F24 2 0.000
#> HP1525301T2D_P1 2 0.000
#> HP1526901T2D_A20 2 0.000
#> HP1526901T2D_A10 2 0.000
#> HP1525301T2D_I21 3 1.000
#> HP1525301T2D_M23 1 0.000
#> HP1526901T2D_A3 2 0.000
#> HP1526901T2D_O5 2 0.000
#> HP1525301T2D_I12 2 0.000
#> HP1525301T2D_P22 2 0.000
#> HP1525301T2D_H9 2 0.000
#> HP1526901T2D_P20 3 1.000
#> HP1525301T2D_B9 1 0.000
#> HP1525301T2D_A10 1 0.000
#> HP1525301T2D_K16 2 0.000
#> HP1526901T2D_B6 2 0.747
#> HP1526901T2D_P9 3 0.000
#> HP1526901T2D_E11 2 0.249
#> HP1525301T2D_F22 1 0.000
#> HP1525301T2D_C3 3 0.747
#> HP1526901T2D_M5 1 0.000
#> HP1525301T2D_F11 1 0.000
#> HP1526901T2D_C21 1 0.000
#> HP1526901T2D_M21 2 0.000
#> HP1526901T2D_H18 2 0.249
#> HP1525301T2D_J22 1 0.000
#> HP1525301T2D_D1 2 0.000
#> HP1526901T2D_D5 2 0.249
#> HP1525301T2D_J14 2 0.502
#> HP1525301T2D_P6 3 0.000
#> HP1525301T2D_F15 2 0.751
#> HP1525301T2D_K9 1 0.000
#> HP1526901T2D_K6 3 1.000
#> HP1525301T2D_C16 3 0.000
#> HP1525301T2D_I18 2 0.000
#> HP1525301T2D_M11 2 0.000
#> HP1526901T2D_J6 3 0.000
#> HP1525301T2D_C20 1 0.000
#> HP1525301T2D_D18 1 0.000
#> HP1525301T2D_I23 2 0.000
#> HP1526901T2D_L16 2 0.000
#> HP1526901T2D_J16 1 0.751
#> HP1526901T2D_F2 2 0.000
#> HP1525301T2D_K14 2 0.000
#> HP1525301T2D_J7 2 0.000
#> HP1525301T2D_B1 2 0.253
#> HP1525301T2D_C4 4 1.000
#> HP1525301T2D_J21 2 0.000
#> HP1525301T2D_E19 4 0.498
#> HP1526901T2D_C13 3 1.000
#> HP1525301T2D_B4 3 1.000
#> HP1525301T2D_F19 4 0.000
#> HP1526901T2D_D15 1 0.000
#> HP1525301T2D_B5 4 0.000
#> HP1526901T2D_G6 1 0.000
#> HP1526901T2D_C19 2 0.000
#> HP1526901T2D_E18 2 0.000
#> HP1525301T2D_I13 1 0.000
#> HP1525301T2D_N3 2 0.751
#> HP1525301T2D_P7 1 0.000
#> HP1525301T2D_D7 1 0.000
#> HP1525301T2D_I6 3 0.000
#> HP1525301T2D_N23 2 0.000
#> HP1526901T2D_H23 2 0.000
#> HP1526901T2D_G5 1 0.000
#> HP1525301T2D_G22 3 0.751
#> HP1525301T2D_J5 2 0.000
#> HP1525301T2D_D16 1 0.000
#> HP1525301T2D_C12 1 0.000
#> HP1525301T2D_K4 1 0.000
#> HP1525301T2D_F6 1 0.000
#> HP1525301T2D_D10 2 0.000
#> HP1525301T2D_H5 1 0.000
#> HP1526901T2D_F15 2 0.000
#> HP1526901T2D_O22 2 0.000
#> HP1526901T2D_M8 2 0.000
#> HP1525301T2D_C6 2 1.000
#> HP1526901T2D_G21 2 0.000
#> HP1525301T2D_D11 3 0.253
#> HP1526901T2D_I6 2 0.000
#> HP1526901T2D_H24 2 0.751
#> HP1525301T2D_E1 3 0.000
#> HP1526901T2D_J22 2 0.000
#> HP1526901T2D_N15 2 0.000
#> HP1525301T2D_G3 2 0.000
#> HP1525301T2D_E11 2 0.498
#> HP1525301T2D_C2 4 1.000
#> HP1526901T2D_A1 2 0.502
#> HP1525301T2D_D17 1 1.000
#> HP1526901T2D_F3 2 0.000
#> HP1526901T2D_P21 2 1.000
#> HP1525301T2D_B11 2 1.000
#> HP1526901T2D_J24 2 0.502
#> HP1526901T2D_M15 2 0.000
#> HP1526901T2D_F14 1 0.000
#> HP1526901T2D_K11 2 0.249
#> HP1526901T2D_G17 2 0.751
#> HP1526901T2D_L1 2 0.000
#> HP1526901T2D_P3 1 0.000
#> HP1526901T2D_L2 2 0.000
#> HP1525301T2D_M24 1 0.000
#> HP1526901T2D_M19 2 0.000
#> HP1526901T2D_A16 2 0.747
#> HP1525301T2D_N4 4 0.249
#> HP1526901T2D_B4 2 1.000
#> HP1526901T2D_F21 4 0.000
#> HP1525301T2D_M16 3 1.000
#> HP1526901T2D_K3 2 0.498
#> HP1525301T2D_B24 2 0.253
#> HP1526901T2D_B21 1 0.498
#> HP1526901T2D_O15 2 0.000
#> HP1526901T2D_O12 2 0.000
#> HP1526901T2D_J21 2 0.000
#> HP1525301T2D_O1 3 0.502
#> HP1525301T2D_E21 1 0.751
#> HP1525301T2D_O20 2 0.000
#> HP1525301T2D_E14 1 0.000
#> HP1525301T2D_O9 2 0.000
#> HP1525301T2D_B22 1 0.000
#> HP1526901T2D_G7 2 0.000
#> HP1526901T2D_J5 2 1.000
#> HP1525301T2D_G13 2 0.000
#> HP1525301T2D_F23 2 0.249
#> HP1526901T2D_F4 4 0.000
#> HP1526901T2D_I1 2 0.000
#> HP1526901T2D_L4 2 1.000
#> HP1526901T2D_L14 2 0.249
#> HP1525301T2D_L23 2 0.000
#> HP1525301T2D_H23 2 0.000
#> HP1525301T2D_I1 2 0.000
#> HP1526901T2D_F10 2 0.000
#> HP1525301T2D_B23 4 0.000
#> HP1526901T2D_J18 2 0.000
#> HP1526901T2D_I10 2 0.000
#> HP1525301T2D_I4 3 0.253
#> HP1526901T2D_B24 2 0.000
#> HP1525301T2D_C24 2 0.249
#> HP1525301T2D_P8 3 0.000
#> HP1526901T2D_G24 2 0.000
#> HP1526901T2D_J8 2 0.000
#> HP1525301T2D_M22 3 1.000
#> HP1525301T2D_C1 4 1.000
#> HP1526901T2D_P5 1 0.000
#> HP1525301T2D_K13 1 0.000
#> HP1526901T2D_P13 2 0.000
#> HP1526901T2D_G23 2 0.000
#> HP1525301T2D_A22 1 0.000
#> HP1526901T2D_P22 2 0.747
#> HP1525301T2D_A18 1 0.000
#> HP1525301T2D_J2 4 1.000
#> HP1526901T2D_H20 2 0.000
#> HP1525301T2D_G14 4 1.000
#> HP1526901T2D_L7 2 0.000
#> HP1526901T2D_N12 2 1.000
#> HP1525301T2D_N7 2 0.249
#> HP1525301T2D_L1 2 0.000
#> HP1526901T2D_F5 2 1.000
#> HP1525301T2D_I10 2 0.498
#> HP1525301T2D_G20 4 1.000
#> HP1526901T2D_E24 1 0.000
#> HP1526901T2D_K24 2 0.502
#> HP1525301T2D_M7 2 0.249
#> HP1526901T2D_E8 2 0.000
#> HP1526901T2D_P14 3 0.249
#> HP1526901T2D_N4 4 1.000
#> HP1525301T2D_N2 1 0.000
#> HP1526901T2D_O24 2 1.000
#> HP1526901T2D_O14 2 0.000
#> HP1526901T2D_G12 1 0.000
#> HP1525301T2D_H24 2 0.000
#> HP1525301T2D_P13 2 0.502
#> HP1526901T2D_E20 2 0.747
#> HP1526901T2D_L20 1 0.000
#> HP1525301T2D_O15 1 1.000
#> HP1525301T2D_H6 2 0.000
#> HP1525301T2D_C10 2 0.502
#> HP1526901T2D_B8 1 0.000
#> HP1526901T2D_C3 2 0.249
#> HP1526901T2D_N13 2 0.498
#> HP1526901T2D_L19 2 0.253
#> HP1525301T2D_H7 2 0.000
#> HP1525301T2D_G15 4 1.000
#> HP1526901T2D_J23 1 0.000
#> HP1526901T2D_E23 2 0.000
#> HP1525301T2D_D2 4 1.000
#> HP1526901T2D_D19 2 0.000
#> HP1525301T2D_I3 2 0.000
#> HP1526901T2D_B15 1 0.000
#> HP1525301T2D_E23 2 1.000
#> HP1526901T2D_N9 2 0.000
#> HP1525301T2D_I7 2 1.000
#> HP1526901T2D_B18 2 1.000
#> HP1526901T2D_O21 2 0.000
#> HP1526901T2D_G14 2 0.502
#> HP1525301T2D_E7 3 1.000
#> HP1525301T2D_F10 2 0.000
#> HP1525301T2D_K21 2 0.000
#> HP1525301T2D_M21 1 0.000
#> HP1525301T2D_E3 4 0.000
#> HP1526901T2D_A4 2 0.000
#> HP1526901T2D_M12 1 0.000
#> HP1525301T2D_H3 2 0.000
#> HP1526901T2D_D4 2 0.000
#> HP1525301T2D_J12 1 0.000
#> HP1526901T2D_G1 2 0.000
#> HP1526901T2D_M17 1 1.000
#> HP1525301T2D_N5 2 0.502
#> HP1525301T2D_A17 3 0.751
#> HP1526901T2D_C5 1 0.000
#> HP1525301T2D_E12 2 0.000
#> HP1526901T2D_L5 2 0.000
#> HP1525301T2D_O18 4 1.000
#> HP1526901T2D_A23 2 0.747
#> HP1525301T2D_C13 3 0.751
#> HP1526901T2D_K22 2 0.000
#> HP1526901T2D_F17 3 0.253
#> HP1526901T2D_N3 2 0.498
#> HP1526901T2D_K23 2 0.747
#> HP1525301T2D_O2 4 1.000
#> HP1526901T2D_K4 2 0.000
#> HP1525301T2D_I19 2 0.000
#> HP1526901T2D_P17 3 0.249
#> HP1526901T2D_O1 2 0.000
#> HP1525301T2D_L10 1 0.000
#> HP1525301T2D_F2 4 1.000
#> HP1526901T2D_M20 2 0.000
#> HP1526901T2D_O17 2 1.000
#> HP1525301T2D_H19 2 0.747
#> HP1526901T2D_M4 2 0.000
#> HP1526901T2D_D22 2 0.000
#> HP1525301T2D_A21 1 0.000
#> HP1525301T2D_I11 3 0.498
#> HP1525301T2D_J15 3 0.502
#> HP1526901T2D_J11 2 0.000
#> HP1525301T2D_P21 2 0.000
#> HP1525301T2D_M13 2 0.502
#> HP1526901T2D_A9 4 0.249
#> HP1526901T2D_E13 1 0.000
#> HP1525301T2D_P24 3 0.498
#> HP1525301T2D_I5 4 0.498
#> HP1526901T2D_H7 1 0.000
#> HP1525301T2D_L15 4 1.000
#> HP1525301T2D_J23 4 1.000
#> HP1526901T2D_P15 1 0.000
#> HP1525301T2D_P5 2 0.000
#> HP1526901T2D_G11 2 0.000
#> HP1525301T2D_F21 2 0.249
#> HP1526901T2D_J9 1 0.000
#> HP1525301T2D_A19 2 0.000
#> HP1526901T2D_P2 4 0.498
#> HP1526901T2D_A12 2 0.000
#> HP1526901T2D_K20 2 0.000
#> HP1526901T2D_B19 1 0.000
#> HP1525301T2D_J16 2 1.000
#> HP1525301T2D_A8 1 0.000
#> HP1526901T2D_N22 1 0.000
#> HP1525301T2D_F7 2 0.000
#> HP1526901T2D_E9 2 0.000
#> HP1526901T2D_D20 1 0.000
#> HP1526901T2D_F24 2 0.000
#> HP1526901T2D_B16 1 0.000
#> HP1526901T2D_I2 1 0.000
#> HP1525301T2D_O7 4 1.000
#> HP1526901T2D_A2 2 0.498
#> HP1525301T2D_A12 3 1.000
#> HP1526901T2D_L11 2 1.000
#> HP1526901T2D_B12 2 0.000
#> HP1526901T2D_H22 2 0.249
#> HP1526901T2D_J3 2 0.249
#> HP1525301T2D_B6 2 0.000
#> HP1525301T2D_E5 2 0.000
#> HP1525301T2D_K11 2 0.000
#> HP1526901T2D_A17 2 0.000
#> HP1526901T2D_N7 2 0.000
#> HP1526901T2D_P12 2 0.000
#> HP1525301T2D_L8 2 0.000
#> HP1526901T2D_J2 2 0.000
#> HP1526901T2D_H13 1 0.249
#> HP1525301T2D_O23 2 0.000
#> HP1525301T2D_D24 1 0.000
#> HP1526901T2D_D18 3 0.000
#> HP1526901T2D_B17 2 0.498
#> HP1526901T2D_G2 2 0.498
#> HP1525301T2D_A9 4 1.000
#> HP1526901T2D_A11 2 0.000
#> HP1526901T2D_I20 2 0.249
#> HP1525301T2D_A20 1 0.000
#> HP1526901T2D_F1 3 1.000
#> HP1525301T2D_F5 2 0.000
#> HP1525301T2D_A15 2 0.502
#> HP1526901T2D_F16 2 0.000
#> HP1526901T2D_B20 2 0.253
#> HP1525301T2D_B20 1 0.000
#> HP1525301T2D_L2 4 0.498
#> HP1526901T2D_H12 2 0.000
#> HP1525301T2D_G6 1 0.498
#> HP1525301T2D_B10 2 0.000
#> HP1526901T2D_G13 2 0.000
#> HP1526901T2D_N18 2 0.000
#> HP1525301T2D_E2 4 0.747
#> HP1525301T2D_E24 2 0.000
#> HP1525301T2D_L12 1 0.000
#> HP1525301T2D_P17 2 0.751
#> HP1526901T2D_O9 2 1.000
#> HP1526901T2D_N6 2 0.000
#> HP1525301T2D_B15 4 1.000
#> HP1525301T2D_L22 3 0.747
#> HP1526901T2D_I21 2 0.000
#> HP1526901T2D_H16 2 0.000
#> HP1525301T2D_I2 3 1.000
#> HP1525301T2D_H12 2 0.000
#> HP1525301T2D_K18 3 1.000
#> HP1526901T2D_K21 2 0.000
#> HP1525301T2D_L24 2 0.000
#> HP1525301T2D_C17 3 1.000
#> HP1525301T2D_D3 2 0.000
#> HP1525301T2D_L7 1 0.000
#> HP1526901T2D_F13 1 0.000
#> HP1525301T2D_D22 2 0.000
#> HP1525301T2D_F16 4 0.249
#> HP1525301T2D_M4 1 1.000
#> HP1526901T2D_P23 3 1.000
#> HP1525301T2D_L14 2 0.000
#> HP1525301T2D_N8 3 0.249
#> HP1526901T2D_N20 2 0.249
#> HP1526901T2D_D7 2 0.000
#> HP1526901T2D_F9 2 0.000
#> HP1526901T2D_B9 2 0.502
#> HP1525301T2D_F13 1 1.000
#> HP1526901T2D_E15 2 0.000
#> HP1526901T2D_L24 2 0.249
#> HP1526901T2D_H4 2 0.249
#> HP1526901T2D_H17 2 0.000
#> HP1525301T2D_N11 2 0.000
#> HP1525301T2D_L11 1 0.000
#> HP1525301T2D_A24 1 0.000
#> HP1526901T2D_I24 4 0.751
#> HP1526901T2D_A24 2 0.000
#> HP1525301T2D_A2 1 0.000
#> HP1525301T2D_G23 2 0.000
#> HP1525301T2D_E9 1 0.000
#> HP1526901T2D_E22 2 0.000
#> HP1526901T2D_L10 1 0.000
#> HP1526901T2D_A22 2 0.000
#> HP1525301T2D_C14 4 0.747
#> HP1526901T2D_C14 2 0.000
#> HP1525301T2D_K6 4 1.000
#> HP1525301T2D_F1 1 0.000
#> HP1525301T2D_L4 2 0.000
#> HP1526901T2D_G3 1 0.000
#> HP1525301T2D_O12 1 0.000
#> HP1525301T2D_H21 1 0.000
#> HP1526901T2D_M6 1 0.000
#> HP1525301T2D_H22 1 0.000
#> HP1526901T2D_M24 2 0.000
#> HP1525301T2D_G9 2 0.000
#> HP1526901T2D_O23 2 0.249
#> HP1526901T2D_L3 2 0.498
#> HP1525301T2D_M8 3 0.000
#> HP1526901T2D_O18 1 0.000
#> HP1525301T2D_J18 4 1.000
#> HP1526901T2D_A15 2 0.000
#> HP1525301T2D_L20 2 1.000
#> HP1525301T2D_F4 4 1.000
#> HP1526901T2D_E1 2 0.000
#> HP1526901T2D_P7 3 1.000
#> HP1525301T2D_D13 1 0.000
#> HP1526901T2D_K17 2 0.000
#> HP1526901T2D_F22 2 0.000
#> HP1526901T2D_D10 2 0.751
#> HP1526901T2D_P24 1 0.000
#> HP1525301T2D_I9 1 0.000
#> HP1525301T2D_M1 1 0.000
#> HP1526901T2D_J20 2 0.249
#> HP1525301T2D_E20 1 0.000
#> HP1525301T2D_I22 2 0.000
#> HP1525301T2D_J4 3 0.000
#> HP1525301T2D_K24 1 0.000
#> HP1525301T2D_B16 1 0.000
#> HP1525301T2D_K10 2 0.000
#> HP1525301T2D_F8 4 1.000
#> HP1525301T2D_A13 3 1.000
#> HP1525301T2D_G4 3 1.000
#> HP1525301T2D_J13 3 0.747
#> HP1525301T2D_G19 3 1.000
#> HP1526901T2D_K8 1 0.000
#> HP1526901T2D_L17 3 1.000
#> HP1525301T2D_A1 3 1.000
#> HP1526901T2D_O2 2 0.000
#> HP1526901T2D_O13 4 1.000
#> HP1526901T2D_K16 1 0.000
#> HP1525301T2D_G2 1 0.000
#> HP1526901T2D_A7 2 0.502
#> HP1525301T2D_N13 2 0.000
#> HP1525301T2D_M3 1 0.000
#> HP1526901T2D_D3 2 0.249
#> HP1526901T2D_K18 2 0.000
#> HP1526901T2D_H11 1 0.000
#> HP1525301T2D_D6 2 1.000
#> HP1525301T2D_O3 4 1.000
#> HP1526901T2D_D13 1 0.000
#> HP1525301T2D_N14 2 0.000
#> HP1526901T2D_J1 2 0.502
#> HP1525301T2D_J8 4 1.000
#> HP1525301T2D_J9 2 0.000
#> HP1525301T2D_P2 2 0.249
#> HP1525301T2D_K12 2 0.000
#> HP1525301T2D_L21 1 0.000
#> HP1526901T2D_H9 2 0.000
#> HP1526901T2D_D24 1 0.000
#> HP1525301T2D_N17 1 0.000
#> HP1526901T2D_P6 1 0.000
#> HP1525301T2D_O21 1 0.000
#> HP1526901T2D_N23 2 0.249
#> HP1526901T2D_B1 2 0.498
#> HP1526901T2D_K10 2 0.000
#> HP1526901T2D_M14 3 0.502
#> HP1526901T2D_N1 2 1.000
#> HP1526901T2D_I7 2 0.000
#> HP1526901T2D_A19 2 0.249
#> HP1525301T2D_N18 3 0.502
#> HP1525301T2D_O17 3 0.751
#> HP1526901T2D_E12 1 0.000
#> HP1526901T2D_C15 2 0.249
#> HP1526901T2D_B23 2 0.000
#> HP1526901T2D_I19 3 1.000
#> HP1526901T2D_J19 2 0.000
#> HP1525301T2D_G17 2 1.000
#> HP1525301T2D_C5 4 1.000
#> HP1526901T2D_C22 2 0.000
#> HP1525301T2D_L3 1 0.000
#> HP1526901T2D_D2 2 0.000
#> HP1526901T2D_O3 3 0.751
#> HP1526901T2D_P8 4 0.502
#> HP1525301T2D_D5 1 0.000
#> HP1526901T2D_L15 3 1.000
#> HP1525301T2D_C23 4 0.747
#> HP1526901T2D_G16 2 0.000
#> HP1525301T2D_H4 1 0.000
#> HP1525301T2D_F14 1 0.000
#> HP1526901T2D_D8 4 1.000
#> HP1526901T2D_I14 2 0.000
#> HP1525301T2D_I15 3 1.000
#> HP1526901T2D_E4 4 1.000
#> HP1525301T2D_E13 3 1.000
#> HP1526901T2D_M1 2 0.000
#> HP1525301T2D_D23 4 1.000
#> HP1525301T2D_B8 4 1.000
#> HP1526901T2D_A6 2 0.000
#> HP1525301T2D_H10 3 1.000
#> HP1526901T2D_C9 1 0.000
#> HP1526901T2D_K13 1 0.747
#> HP1526901T2D_J4 2 0.000
#> HP1525301T2D_E15 2 0.000
#> HP1525301T2D_H13 1 0.000
#> HP1525301T2D_L9 2 0.249
#> HP1526901T2D_N24 1 0.000
#> HP1526901T2D_G10 2 0.000
#> HP1525301T2D_A11 3 1.000
#> HP1526901T2D_K2 2 0.000
#> HP1526901T2D_J10 1 0.000
#> HP1526901T2D_B7 3 1.000
#> HP1526901T2D_B2 1 0.000
#> HP1526901T2D_H1 1 0.000
#> HP1526901T2D_I13 2 1.000
#> HP1526901T2D_M9 1 0.000
#> HP1526901T2D_O7 2 0.502
#> HP1526901T2D_I3 2 0.249
#> HP1526901T2D_J7 1 0.000
#> HP1526901T2D_M2 2 0.000
#> HP1526901T2D_M10 1 0.000
#> HP1526901T2D_N10 2 0.000
#> HP1525301T2D_J24 1 0.000
#> HP1526901T2D_K1 2 0.000
#> HP1526901T2D_I8 2 0.000
#> HP1526901T2D_C23 2 0.000
#> HP1526901T2D_H14 2 0.249
#> HP1525301T2D_P11 2 0.249
#> HP1526901T2D_L13 2 0.000
#> HP1525301T2D_H11 2 0.000
#> HP1525301T2D_P18 3 1.000
#> HP1526901T2D_E17 4 0.498
#> HP1526901T2D_E21 3 0.498
#> HP1525301T2D_L6 2 0.502
#> HP1525301T2D_F12 2 0.747
#> HP1525301T2D_P10 1 0.000
#> HP1525301T2D_P19 2 0.751
#> HP1526901T2D_C20 2 0.000
#> HP1525301T2D_F18 1 0.000
#> HP1525301T2D_A14 2 1.000
#> HP1525301T2D_C9 2 0.000
#> HP1525301T2D_O6 4 0.747
#> HP1525301T2D_M2 2 0.000
#> HP1525301T2D_L5 3 1.000
#> HP1526901T2D_E2 2 0.000
#> HP1526901T2D_I5 2 0.000
#> HP1525301T2D_C8 3 0.000
#> HP1526901T2D_B11 2 0.000
#> HP1525301T2D_A16 3 0.502
#> HP1525301T2D_G12 1 0.000
#> HP1526901T2D_P11 3 0.000
#> HP1525301T2D_C7 2 0.000
#> HP1526901T2D_O16 1 0.000
#> HP1526901T2D_O6 2 0.000
#> HP1525301T2D_J20 2 0.000
#> HP1526901T2D_M13 2 0.000
#> HP1526901T2D_L18 1 0.000
#> HP1526901T2D_E3 2 0.000
#> HP1526901T2D_G18 2 0.000
#> HP1525301T2D_N16 2 1.000
#> HP1525301T2D_C15 3 1.000
#> HP1525301T2D_B13 4 1.000
#> HP1525301T2D_M5 2 0.000
#> HP1526901T2D_F12 2 0.000
#> HP1525301T2D_D14 2 0.000
#> HP1526901T2D_J13 2 0.000
#> HP1526901T2D_I12 2 0.000
#> HP1526901T2D_P10 3 0.249
#> HP1525301T2D_P15 3 0.249
#> HP1526901T2D_G15 1 0.000
#> HP1525301T2D_N20 2 0.000
#> HP1525301T2D_P20 2 0.000
#> HP1526901T2D_C16 2 0.000
#> HP1525301T2D_L16 3 1.000
#> HP1526901T2D_K5 1 0.000
#> HP1526901T2D_J14 2 0.000
#> HP1525301T2D_G5 4 1.000
#> HP1525301T2D_P4 2 0.000
#> HP1526901T2D_N5 4 0.000
#> HP1525301T2D_I17 4 1.000
#> HP1525301T2D_F17 1 0.000
#> HP1526901T2D_C4 2 0.502
#> HP1526901T2D_H6 2 0.000
#> HP1525301T2D_M19 1 1.000
#> HP1525301T2D_B19 1 0.000
#> HP1526901T2D_N21 2 0.000
#> HP1525301T2D_M6 2 0.751
#> HP1525301T2D_L17 4 1.000
#> HP1526901T2D_C17 2 0.498
#> HP1526901T2D_C12 1 0.249
#> HP1525301T2D_P9 2 0.751
#> HP1526901T2D_F19 2 0.000
#> HP1525301T2D_O8 1 0.000
#> HP1525301T2D_N10 2 0.000
#> HP1526901T2D_K19 2 0.000
#> HP1525301T2D_J17 2 0.000
#> HP1526901T2D_D9 2 0.498
#> HP1525301T2D_D12 3 0.747
#> HP1525301T2D_L19 1 0.000
#> HP1526901T2D_F8 3 0.253
#> HP1526901T2D_L8 1 0.000
#> HP1526901T2D_P19 2 0.249
#> HP1526901T2D_M11 1 0.000
#> HP1525301T2D_N1 2 0.000
#> HP1525301T2D_B21 2 0.000
#> HP1525301T2D_J11 1 0.000
#> HP1525301T2D_D20 1 0.249
#> HP1526901T2D_O20 1 0.000
#> HP1525301T2D_H16 2 0.000
#> HP1526901T2D_J15 1 0.000
#> HP1526901T2D_E14 2 0.253
#> HP1526901T2D_C11 2 1.000
#> HP1526901T2D_H21 2 0.000
#> HP1525301T2D_M15 2 0.000
#> HP1525301T2D_A5 3 0.000
#> HP1526901T2D_D23 1 0.000
#> HP1526901T2D_C7 4 0.000
#> HP1525301T2D_C18 1 0.000
#> HP1526901T2D_L23 2 0.000
#> HP1525301T2D_M10 2 0.249
#> HP1526901T2D_N2 2 0.498
#> HP1525301T2D_C19 2 0.000
#> HP1526901T2D_O10 2 0.249
#> HP1526901T2D_H19 2 0.000
#> HP1526901T2D_C6 2 0.000
#> HP1526901T2D_I9 2 0.000
#> HP1526901T2D_E19 2 0.000
#> HP1526901T2D_B22 1 0.000
#> HP1526901T2D_L21 2 0.000
#> HP1525301T2D_K8 4 0.747
#> HP1526901T2D_I11 2 0.000
#> HP1525301T2D_M18 1 0.000
#> HP1526901T2D_E10 2 0.000
#> HP1525301T2D_H8 3 0.502
#> HP1526901T2D_L12 2 0.000
#> HP1526901T2D_D11 1 0.000
#> HP1525301T2D_B7 3 1.000
#> HP1525301T2D_K2 2 0.000
#> HP1525301T2D_O4 1 0.000
#> HP1526901T2D_H10 2 0.000
#> HP1525301T2D_M9 2 0.000
#> HP1526901T2D_D1 2 0.000
#> HP1525301T2D_K7 4 0.498
#> HP1525301T2D_D21 2 1.000
#> HP1526901T2D_L22 1 0.000
#> HP1526901T2D_P1 2 0.000
#> HP1525301T2D_F20 4 0.000
#> HP1526901T2D_E6 2 0.000
#> HP1525301T2D_K5 3 1.000
#> HP1526901T2D_M22 2 0.000
#> HP1525301T2D_N15 1 0.000
#> HP1525301T2D_B14 4 1.000
#> HP1525301T2D_B18 3 1.000
#> HP1526901T2D_J12 2 0.000
#> HP1525301T2D_D4 3 0.751
#> HP1526901T2D_M23 2 0.000
#> HP1525301T2D_K19 2 0.502
#> HP1525301T2D_G1 3 0.249
#> HP1525301T2D_K20 1 0.000
#> HP1525301T2D_F3 2 0.000
#> HP1526901T2D_F20 2 0.249
#> HP1526901T2D_N14 2 0.000
#> HP1525301T2D_G10 2 0.000
#> HP1525301T2D_M17 3 0.502
#> HP1525301T2D_G24 1 0.000
#> HP1525301T2D_H2 2 0.000
#> HP1525301T2D_H15 1 0.000
#> HP1525301T2D_A7 3 0.000
#> HP1526901T2D_A21 2 0.000
#> HP1525301T2D_H1 2 0.000
#> HP1525301T2D_J3 1 0.000
#> HP1526901T2D_F23 2 0.000
#> HP1525301T2D_J19 4 1.000
#> HP1526901T2D_G19 2 0.000
#> HP1525301T2D_G18 4 1.000
#> HP1526901T2D_L9 1 0.000
#> HP1526901T2D_G22 2 0.000
#> HP1526901T2D_P16 1 0.000
#> HP1525301T2D_H18 2 0.000
#> HP1526901T2D_C24 3 0.000
#> HP1526901T2D_L6 2 0.498
#> HP1526901T2D_I4 2 0.000
#> HP1525301T2D_O16 2 0.000
#> HP1526901T2D_G20 1 0.000
#> HP1525301T2D_E16 2 1.000
#> HP1526901T2D_B5 2 0.000
#> HP1526901T2D_E7 1 0.000
#> HP1526901T2D_O4 2 0.249
#> HP1526901T2D_P18 3 0.000
#> HP1525301T2D_I24 2 0.502
#> HP1525301T2D_O24 2 0.253
#> HP1525301T2D_F9 1 0.000
#> HP1526901T2D_D21 3 0.249
#> HP1525301T2D_E6 1 0.000
#> HP1526901T2D_C10 2 0.000
#> HP1526901T2D_D14 3 0.502
#> HP1526901T2D_C1 2 1.000
#> HP1526901T2D_D12 2 0.000
#> HP1526901T2D_E5 2 0.000
#> HP1525301T2D_M20 2 0.000
#> HP1525301T2D_P3 1 0.000
#> HP1525301T2D_I20 1 0.000
#> HP1526901T2D_F11 1 0.000
#> HP1526901T2D_G4 2 0.249
#> HP1526901T2D_P4 3 0.000
#> HP1526901T2D_B14 2 0.253
#> HP1525301T2D_H17 2 0.000
#> HP1525301T2D_C21 3 1.000
#> HP1526901T2D_C2 2 0.000
#> HP1525301T2D_L13 3 0.502
#> HP1525301T2D_K17 2 0.000
#> HP1526901T2D_K14 2 0.000
#> HP1526901T2D_G9 2 0.000
#> HP1525301T2D_B17 1 1.000
#> HP1526901T2D_I17 2 0.000
#> HP1525301T2D_A3 2 0.000
#> HP1525301T2D_N21 2 1.000
#> HP1525301T2D_D8 3 0.000
#> HP1526901T2D_D6 1 0.000
#> HP1525301T2D_N19 1 0.253
#> HP1526901T2D_I22 2 0.000
#> HP1526901T2D_F6 1 0.000
#> HP1526901T2D_O8 2 0.747
#> HP1526901T2D_B13 2 0.000
#> HP1526901T2D_H3 2 0.000
#> HP1525301T2D_O5 4 1.000
#> HP1526901T2D_M18 2 0.000
#> HP1525301T2D_M12 2 0.000
#> HP1525301T2D_A23 1 0.000
#> HP1526901T2D_J17 2 0.000
#> HP1526901T2D_E16 2 0.000
#> HP1525301T2D_N12 2 0.000
#> HP1525301T2D_C11 2 0.000
#> HP1525301T2D_B2 1 0.000
#> HP1526901T2D_D16 2 1.000
#> HP1526901T2D_M16 2 0.000
#> HP1525301T2D_D9 3 1.000
#> HP1525301T2D_G8 3 0.000
#> HP1525301T2D_I8 3 0.502
#> HP1525301T2D_O22 2 0.000
#> HP1525301T2D_K1 2 1.000
#> HP1525301T2D_E17 2 0.000
#> HP1525301T2D_E22 2 0.000
#> HP1525301T2D_K22 2 0.000
#> HP1525301T2D_D15 4 1.000
#> HP1526901T2D_H5 2 0.000
#> HP1525301T2D_H20 2 0.000
#> HP1525301T2D_N9 2 1.000
#> HP1525301T2D_G21 2 0.253
#> HP1525301T2D_M14 3 0.751
#> HP1526901T2D_N17 1 0.000
#> HP1526901T2D_A5 2 0.498
#> HP1525301T2D_O13 4 1.000
#> HP1526901T2D_F18 3 0.253
#> HP1526901T2D_O19 2 0.000
#> HP1526901T2D_D17 3 0.751
#> HP1525301T2D_I14 1 0.000
#> HP1525301T2D_E4 1 0.000
#> HP1525301T2D_C22 2 0.502
#> HP1525301T2D_J6 1 0.000
#> HP1525301T2D_E10 1 0.000
#> HP1525301T2D_A4 1 0.000
#> HP1525301T2D_B12 2 0.000
#> HP1525301T2D_B3 2 0.000
#> HP1526901T2D_K15 2 0.000
#> HP1525301T2D_J1 3 0.751
#> HP1525301T2D_N6 2 0.000
#> HP1526901T2D_A14 2 0.249
#> HP1526901T2D_A13 2 0.498
#> HP1526901T2D_N11 2 0.000
#> HP1526901T2D_I15 2 0.000
#> HP1526901T2D_B10 2 0.747
#> HP1526901T2D_K7 2 0.000
#> HP1525301T2D_G7 1 0.000
#> HP1526901T2D_H8 2 0.000
#> HP1525301T2D_I16 2 0.498
#> HP1525301T2D_E18 1 0.000
#> HP1526901T2D_N19 2 0.000
#> HP1526901T2D_B3 2 0.000
#> HP1526901T2D_G8 2 0.000
#> HP1525301T2D_O11 4 1.000
#> HP1525301T2D_E8 4 0.249
#> HP1526901T2D_M3 2 0.000
#> HP1525301T2D_O19 1 0.000
#> HP1526901T2D_H15 1 0.000
#> HP1526901T2D_I18 2 0.000
#> HP1525301T2D_P23 2 0.000
#> HP1526901T2D_C18 1 0.000
#> HP1525301T2D_L18 1 0.000
#> HP1525301T2D_N24 2 1.000
#> HP1526901T2D_M7 2 0.000
#> HP1526901T2D_N16 2 0.751
#> HP1526901T2D_C8 2 0.000
#> HP1525301T2D_O10 1 0.000
#> HP1526901T2D_H2 2 0.000
#> HP1526901T2D_I16 2 0.000
#> HP1526901T2D_F7 2 0.000
#> HP1526901T2D_I23 1 0.000
#> HP1525301T2D_K3 2 0.000
#> HP1525301T2D_J10 2 0.000
#> HP1526901T2D_N8 2 0.502
#> HP1526901T2D_O11 1 0.000
#> HP1526901T2D_A8 3 0.751
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 2061 5.61e-46 8.57e-28 1.17e-17 2
#> ATC:skmeans 2127 3.39e-58 8.26e-51 1.61e-63 3
#> ATC:skmeans 2256 3.23e-177 2.47e-49 6.71e-57 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node0. Child nodes: Node011-leaf , Node012 , Node013 , Node021 , Node022 , Node023 , Node024 .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["01"]
A summary of res and all the functions that can be applied to it:
res
#> A 'DownSamplingConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 12668 rows and 500 columns, randomly sampled from 1355 columns.
#> Top rows (1203) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 4.
#>
#> Following methods can be applied to this 'DownSamplingConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.995 0.998 0.4279 0.571 0.571
#> 3 3 0.938 0.955 0.978 0.1320 0.942 0.898
#> 4 4 0.987 0.948 0.983 0.0814 0.957 0.918
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 4
#> attr(,"optional")
#> [1] 2 3
There is also optional best \(k\) = 2 3 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
get_classes(res, k = 2)
#> class p
#> HP1502401_N13 1 0.000
#> HP1502401_D14 1 0.000
#> HP1502401_F14 1 0.751
#> HP1502401_J13 1 1.000
#> HP1502401_B13 2 0.000
#> HP1502401_H13 2 0.000
#> HP1502401_D13 2 0.000
#> HP1504101T2D_I3 1 0.000
#> HP1504101T2D_D16 1 0.751
#> HP1504101T2D_D22 1 0.253
#> HP1504101T2D_F8 1 0.751
#> HP1502401_B19 1 0.000
#> HP1504101T2D_B2 1 0.000
#> HP1504101T2D_L6 1 0.000
#> HP1502401_F4 2 0.000
#> HP1502401_J5 1 0.249
#> HP1504101T2D_H11 1 0.249
#> HP1504101T2D_G13 1 0.747
#> HP1502401_I11 2 0.000
#> HP1502401_A11 1 0.000
#> HP1502401_G16 1 0.498
#> HP1502401_D1 1 0.498
#> HP1502401_L6 1 0.000
#> HP1504101T2D_L22 1 0.000
#> HP1502401_K4 1 0.751
#> HP1502401_B3 1 0.249
#> HP1504101T2D_C13 1 0.000
#> HP1504101T2D_G15 1 0.000
#> HP1502401_B4 1 0.498
#> HP1502401_C11 1 0.502
#> HP1504101T2D_P8 1 1.000
#> HP1502401_N24 1 0.498
#> HP1502401_H17 1 0.253
#> HP1504101T2D_C24 1 0.502
#> HP1504101T2D_E5 1 0.000
#> HP1504101T2D_K5 1 0.000
#> HP1504101T2D_N11 1 1.000
#> HP1502401_K18 1 0.751
#> HP1502401_N5 1 0.249
#> HP1502401_N22 1 1.000
#> HP1504101T2D_K16 1 0.249
#> HP1504101T2D_I4 1 0.000
#> HP1504101T2D_E17 1 0.000
#> HP1504101T2D_P6 1 0.000
#> HP1504101T2D_M11 1 0.249
#> HP1504101T2D_O21 1 0.249
#> HP1502401_L19 2 0.000
#> HP1504101T2D_O7 1 0.000
#> HP1504101T2D_A11 1 0.000
#> HP1502401_M18 2 0.498
#> HP1502401_C19 1 0.000
#> HP1504101T2D_G5 1 0.000
#> HP1502401_O5 1 0.000
#> HP1504101T2D_J19 1 0.000
#> HP1504101T2D_B15 1 0.000
#> HP1502401_E4 1 0.000
#> HP1502401_F7 1 0.000
#> HP1504101T2D_K1 1 0.000
#> HP1502401_A21 1 0.502
#> HP1502401_D23 1 1.000
#> HP1502401_A9 1 0.000
#> HP1504101T2D_I13 1 0.000
#> HP1502401_G15 1 0.000
#> HP1504101T2D_M17 2 0.000
#> HP1502401_D21 1 0.502
#> HP1502401_G21 1 1.000
#> HP1502401_G1 1 1.000
#> HP1504101T2D_C23 1 0.000
#> HP1502401_N6 1 0.249
#> HP1504101T2D_O19 1 0.000
#> HP1502401_A8 1 0.000
#> HP1504101T2D_F6 1 0.000
#> HP1502401_L8 1 0.502
#> HP1504101T2D_B19 1 0.751
#> HP1504101T2D_F5 2 1.000
#> HP1504101T2D_D10 1 0.249
#> HP1504101T2D_C2 1 0.000
#> HP1504101T2D_P16 1 0.000
#> HP1504101T2D_N14 1 0.000
#> HP1502401_E8 1 0.751
#> HP1502401_H10 2 0.000
#> HP1502401_O12 2 0.000
#> HP1502401_I3 1 0.751
#> HP1504101T2D_C19 1 0.000
#> HP1504101T2D_M14 1 0.498
#> HP1502401_A1 1 0.249
#> HP1504101T2D_D1 2 0.502
#> HP1504101T2D_G6 1 0.747
#> HP1504101T2D_B1 1 0.000
#> HP1502401_C2 1 0.498
#> HP1502401_O19 1 0.253
#> HP1502401_C15 1 0.502
#> HP1504101T2D_E13 2 0.000
#> HP1502401_G19 1 0.000
#> HP1502401_D19 1 1.000
#> HP1502401_B6 1 0.000
#> HP1504101T2D_I9 1 0.000
#> HP1504101T2D_K13 1 0.000
#> HP1504101T2D_B20 1 0.751
#> HP1502401_F11 2 0.498
#> HP1502401_A16 1 0.498
#> HP1504101T2D_J6 2 0.249
#> HP1504101T2D_N4 1 0.000
#> HP1504101T2D_P19 2 0.498
#> HP1504101T2D_D14 1 0.000
#> HP1504101T2D_L9 1 0.000
#> HP1502401_J3 1 1.000
#> HP1504101T2D_P15 1 0.000
#> HP1502401_I5 1 0.747
#> HP1502401_E1 1 0.502
#> HP1504101T2D_M20 1 0.498
#> HP1504101T2D_L17 1 1.000
#> HP1504101T2D_K6 1 0.249
#> HP1504101T2D_A7 1 0.000
#> HP1504101T2D_H12 1 1.000
#> HP1504101T2D_H8 1 0.000
#> HP1502401_C23 1 0.253
#> HP1502401_D11 2 0.000
#> HP1502401_G2 1 0.751
#> HP1504101T2D_N3 1 0.000
#> HP1504101T2D_G7 1 0.000
#> HP1504101T2D_P23 1 0.000
#> HP1504101T2D_B9 1 0.249
#> HP1502401_A23 1 1.000
#> HP1504101T2D_J23 1 0.000
#> HP1502401_O15 1 0.000
#> HP1502401_F3 1 0.000
#> HP1502401_G17 1 0.253
#> HP1502401_E15 1 0.498
#> HP1504101T2D_M16 1 0.249
#> HP1502401_O9 2 0.000
#> HP1502401_A19 1 0.253
#> HP1504101T2D_L12 1 0.000
#> HP1504101T2D_J21 1 0.000
#> HP1502401_N11 2 0.253
#> HP1502401_K8 1 1.000
#> HP1504101T2D_P1 1 1.000
#> HP1504101T2D_F23 1 0.000
#> HP1504101T2D_O15 1 0.253
#> HP1504101T2D_C5 1 0.000
#> HP1502401_M9 2 0.000
#> HP1504101T2D_K9 1 0.000
#> HP1502401_O11 1 0.000
#> HP1502401_A3 2 0.000
#> HP1504101T2D_O8 1 1.000
#> HP1502401_F5 1 0.000
#> HP1502401_F2 1 0.249
#> HP1504101T2D_L16 1 0.249
#> HP1502401_I20 1 0.502
#> HP1504101T2D_P10 1 0.000
#> HP1502401_B12 1 0.000
#> HP1504101T2D_H10 1 0.000
#> HP1504101T2D_B23 1 0.498
#> HP1504101T2D_J10 1 0.000
#> HP1504101T2D_J12 1 1.000
#> HP1502401_C9 1 0.000
#> HP1504101T2D_A1 1 0.000
#> HP1504101T2D_I21 2 1.000
#> HP1504101T2D_O18 1 0.000
#> HP1502401_B2 1 1.000
#> HP1504101T2D_H16 1 0.000
#> HP1504101T2D_L20 1 0.249
#> HP1502401_L9 2 0.000
#> HP1502401_D9 1 0.000
#> HP1504101T2D_H19 1 0.000
#> HP1502401_A20 1 0.751
#> HP1502401_J16 2 0.000
#> HP1504101T2D_C7 1 0.000
#> HP1504101T2D_A9 1 0.000
#> HP1504101T2D_H13 1 0.253
#> HP1504101T2D_A22 1 0.747
#> HP1504101T2D_J4 1 0.000
#> HP1504101T2D_J17 1 0.249
#> HP1504101T2D_K7 1 0.000
#> HP1504101T2D_C8 1 0.000
#> HP1504101T2D_A3 1 0.498
#> HP1504101T2D_G20 1 0.498
#> HP1504101T2D_M22 1 1.000
#> HP1502401_G9 1 0.000
#> HP1502401_C22 1 1.000
#> HP1502401_E12 1 1.000
#> HP1502401_L24 1 0.000
#> HP1504101T2D_N18 1 0.000
#> HP1504101T2D_O5 1 0.249
#> HP1502401_F8 1 0.000
#> HP1502401_B9 1 0.000
#> HP1502401_M17 2 0.000
#> HP1504101T2D_D20 1 0.249
#> HP1504101T2D_K3 1 0.000
#> HP1504101T2D_D4 1 0.000
#> HP1504101T2D_M13 1 0.000
#> HP1504101T2D_K21 1 0.502
#> HP1504101T2D_F9 1 0.000
#> HP1504101T2D_I11 2 0.000
#> HP1504101T2D_A21 1 0.502
#> HP1504101T2D_C6 1 1.000
#> HP1504101T2D_J8 1 0.000
#> HP1502401_A5 1 0.502
#> HP1502401_N14 1 0.751
#> HP1504101T2D_C3 1 0.000
#> HP1504101T2D_P4 2 0.751
#> HP1502401_I19 2 0.249
#> HP1502401_C17 1 0.000
#> HP1504101T2D_E12 1 1.000
#> HP1504101T2D_A2 1 0.000
#> HP1504101T2D_K11 1 0.000
#> HP1504101T2D_E2 1 0.249
#> HP1504101T2D_N23 1 0.249
#> HP1504101T2D_A16 1 0.253
#> HP1502401_E18 1 0.000
#> HP1504101T2D_O17 1 1.000
#> HP1502401_C24 1 0.000
#> HP1504101T2D_M12 1 0.000
#> HP1504101T2D_D3 1 0.000
#> HP1504101T2D_F21 1 0.502
#> HP1504101T2D_K15 1 0.000
#> HP1502401_I17 1 0.751
#> HP1504101T2D_F24 1 0.000
#> HP1504101T2D_P20 1 0.000
#> HP1504101T2D_B14 1 0.249
#> HP1502401_F6 1 0.000
#> HP1502401_F1 1 0.000
#> HP1502401_C3 1 0.249
#> HP1504101T2D_H3 1 0.000
#> HP1504101T2D_O2 1 0.502
#> HP1504101T2D_A14 2 0.000
#> HP1504101T2D_I12 2 0.000
#> HP1502401_K7 1 1.000
#> HP1504101T2D_K14 2 0.000
#> HP1502401_J9 1 1.000
#> HP1504101T2D_F4 1 0.000
#> HP1504101T2D_G11 1 0.000
#> HP1504101T2D_G18 1 1.000
#> HP1504101T2D_O1 1 0.000
#> HP1502401_D15 1 0.000
#> HP1502401_H9 1 0.253
#> HP1502401_I10 2 0.000
#> AZ_A1 1 0.000
#> AZ_A3 2 0.751
#> AZ_B6 1 0.249
#> AZ_B4 1 1.000
#> AZ_A4 1 0.000
#> AZ_A5 2 0.502
#> AZ_C12 1 1.000
#> AZ_B7 1 1.000
#> AZ_A9 2 0.498
#> AZ_G12 1 0.249
#> AZ_F10 1 0.000
#> AZ_H4 2 0.000
#> AZ_E10 1 0.000
#> AZ_H8 1 1.000
#> AZ_G11 1 0.000
#> AZ_F3 2 0.000
#> AZ_E11 1 1.000
#> AZ_G7 1 1.000
#> AZ_G9 1 0.000
#> AZ_D10 1 1.000
#> AZ_E1 2 0.000
#> AZ_C7 1 1.000
#> AZ_H7 1 0.000
#> AZ_D1 1 0.000
#> AZ_G8 1 0.000
#> AZ_H3 2 0.000
#> AZ_F12 1 0.000
#> AZ_D11 1 1.000
#> AZ_F11 2 0.000
#> AZ_C6 1 0.751
#> AZ_E6 1 0.000
#> HP1508501T2D_E3 2 0.000
#> HP1508501T2D_C1 1 0.751
#> HP1508501T2D_O2 1 0.000
#> HP1508501T2D_E2 2 1.000
#> HP1508501T2D_M2 1 0.000
#> HP1508501T2D_C3 1 0.502
#> HP1508501T2D_A2 1 0.751
#> HP1508501T2D_A1 1 0.000
#> HP1508501T2D_D23 1 0.000
#> HP1508501T2D_K13 1 0.000
#> HP1508501T2D_N14 1 0.000
#> HP1508501T2D_D20 2 0.000
#> HP1508501T2D_I5 2 0.000
#> HP1508501T2D_C6 2 0.000
#> HP1508501T2D_K11 1 0.000
#> HP1508501T2D_G16 2 0.000
#> HP1508501T2D_L8 1 0.253
#> HP1508501T2D_L19 1 0.747
#> HP1508501T2D_H24 2 1.000
#> HP1508501T2D_D7 2 0.498
#> HP1508501T2D_O21 1 0.000
#> HP1508501T2D_L12 1 0.751
#> HP1508501T2D_P10 1 0.751
#> HP1508501T2D_B9 2 0.000
#> HP1508501T2D_A20 1 0.000
#> HP1508501T2D_P24 1 0.000
#> HP1508501T2D_G7 1 0.000
#> HP1508501T2D_A6 2 0.502
#> HP1508501T2D_H8 1 0.751
#> HP1508501T2D_K8 1 0.000
#> HP1508501T2D_O16 1 0.000
#> HP1508501T2D_O24 1 0.000
#> HP1508501T2D_M24 1 0.000
#> HP1508501T2D_G9 2 0.000
#> HP1508501T2D_J10 1 0.000
#> HP1508501T2D_C7 2 0.000
#> HP1508501T2D_H20 2 0.253
#> HP1508501T2D_I6 1 0.502
#> HP1508501T2D_N3 1 0.000
#> HP1508501T2D_A22 1 1.000
#> HP1508501T2D_F13 1 0.000
#> HP1508501T2D_P17 1 0.000
#> HP1508501T2D_O15 1 0.000
#> HP1508501T2D_F22 2 0.747
#> HP1508501T2D_H1 1 0.000
#> HP1508501T2D_N19 2 1.000
#> HP1508501T2D_B19 2 1.000
#> HP1508501T2D_M11 2 1.000
#> HP1508501T2D_L3 1 0.000
#> HP1508501T2D_P5 2 0.747
#> HP1508501T2D_A16 2 0.498
#> HP1508501T2D_P15 1 0.000
#> HP1508501T2D_P18 1 0.000
#> HP1508501T2D_O18 1 0.751
#> HP1508501T2D_L4 1 0.000
#> HP1508501T2D_P21 1 0.751
#> HP1508501T2D_F10 1 0.000
#> HP1508501T2D_L22 1 0.000
#> HP1508501T2D_L1 1 0.000
#> HP1508501T2D_G5 2 1.000
#> HP1508501T2D_B2 1 0.249
#> HP1508501T2D_P22 1 0.000
#> HP1508501T2D_A7 2 0.747
#> HP1508501T2D_C22 1 1.000
#> HP1508501T2D_O10 2 0.249
#> HP1508501T2D_P23 1 0.000
#> HP1508501T2D_K5 2 0.000
#> HP1508501T2D_P12 2 1.000
#> HP1508501T2D_B1 1 0.502
#> HP1508501T2D_G8 2 0.000
#> HP1508501T2D_F19 1 0.000
#> HP1508501T2D_A5 1 0.751
#> HP1508501T2D_J7 1 0.000
#> HP1508501T2D_H9 2 1.000
#> HP1508501T2D_O22 1 0.000
#> HP1508501T2D_C21 2 1.000
#> HP1508501T2D_G21 2 1.000
#> HP1508501T2D_N16 1 0.249
#> HP1508501T2D_O5 1 0.249
#> HP1508501T2D_B6 1 0.498
#> HP1508501T2D_A9 1 0.253
#> HP1508501T2D_I9 1 0.253
#> HP1508501T2D_O20 1 0.000
#> HP1508501T2D_D12 2 1.000
#> HP1508501T2D_F5 2 0.000
#> HP1508501T2D_A4 2 0.249
#> HP1508501T2D_C5 1 0.498
#> HP1508501T2D_B7 1 0.253
#> HP1508501T2D_F24 1 0.000
#> HP1508501T2D_O17 1 0.751
#> HP1508501T2D_K10 1 1.000
#> HP1508501T2D_F6 1 0.000
#> HP1508501T2D_F23 2 0.000
#> HP1508501T2D_D11 2 1.000
#> HP1508501T2D_B13 2 0.000
#> HP1508501T2D_N5 2 0.000
#> HP1508501T2D_D4 1 0.000
#> HP1508501T2D_A21 1 0.000
#> HP1508501T2D_M13 1 0.000
#> HP1508501T2D_O19 1 0.000
#> HP1508501T2D_P19 1 0.000
#> HP1508501T2D_O6 2 0.000
#> HP1508501T2D_E5 1 0.000
#> HP1508501T2D_D19 2 0.498
#> HP1508501T2D_E21 2 0.498
#> HP1508501T2D_N12 2 0.000
#> HP1508501T2D_H7 1 1.000
#> HP1508501T2D_J19 2 0.751
#> HP1508501T2D_O23 1 0.000
#> HP1508501T2D_M6 2 0.000
#> HP1508501T2D_A18 1 0.000
#> HP1508501T2D_C17 2 0.502
#> HP1508501T2D_E16 2 1.000
#> HP1508501T2D_H19 1 0.502
#> HP1508501T2D_P20 1 0.000
#> HP1508501T2D_M21 2 0.249
#> HP1508501T2D_P16 1 0.000
#> HP1506401_E1 1 0.000
#> HP1506401_A3 1 0.000
#> HP1506401_A2 1 0.000
#> HP1506401_O1 1 0.000
#> HP1506401_E2 1 0.751
#> HP1506401_C2 1 0.502
#> HP1506401_M2 1 0.000
#> HP1506401_G3 2 1.000
#> HP1506401_A1 1 0.000
#> HP1506401_C1 1 0.000
#> HP1506401_C3 1 0.000
#> HP1506401_E3 2 0.751
#> HP1506401_M9 1 0.000
#> HP1506401_E10 1 0.000
#> HP1506401_K10 1 0.751
#> HP1506401_N6 1 1.000
#> HP1506401_N7 2 0.000
#> HP1506401_D21 2 0.000
#> HP1506401_F7 2 0.000
#> HP1506401_E7 1 0.000
#> HP1506401_C18 2 0.000
#> HP1506401_J19 2 1.000
#> HP1506401_C14 1 0.249
#> HP1506401_L12 1 0.502
#> HP1506401_C21 1 1.000
#> HP1506401_B7 1 0.000
#> HP1506401_L19 2 0.000
#> HP1506401_A18 2 0.498
#> HP1506401_C19 1 0.000
#> HP1506401_P8 1 1.000
#> HP1506401_C12 2 1.000
#> HP1506401_A19 1 0.747
#> HP1506401_F6 1 0.000
#> HP1506401_N21 2 0.000
#> HP1506401_O19 1 0.000
#> HP1506401_M15 1 0.000
#> HP1506401_N18 1 0.502
#> HP1506401_N12 1 0.000
#> HP1506401_M13 1 0.000
#> HP1506401_K13 1 0.000
#> HP1506401_I5 1 0.000
#> HP1506401_A13 2 0.751
#> HP1506401_K5 1 0.000
#> HP1506401_M3 2 0.498
#> HP1506401_O5 1 0.747
#> HP1506401_J13 1 0.751
#> HP1506401_J18 2 0.249
#> HP1506401_A8 1 0.751
#> HP1506401_E22 1 1.000
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#> HP1509101_B15 1 1.000
#> HP1509101_K8 2 0.000
#> HP1509101_H4 1 0.000
#> HP1509101_E10 2 0.000
#> HP1509101_A6 1 0.249
#> HP1509101_C17 1 0.000
#> HP1509101_E9 2 0.249
#> HP1509101_K14 1 0.000
#> HP1509101_C19 1 1.000
#> HP1509101_A17 2 0.000
#> HP1509101_B3 1 0.000
#> HP1509101_I7 1 0.000
#> HP1509101_C16 1 1.000
#> HP1509101_P15 2 0.000
#> HP1509101_C15 1 0.000
#> HP1509101_L7 1 0.000
#> HP1509101_G13 1 0.000
#> HP1509101_C24 1 1.000
#> HP1509101_G17 2 0.000
#> HP1509101_D21 2 0.249
#> HP1509101_K23 2 0.000
#> HP1509101_K4 1 0.751
#> HP1509101_J1 1 1.000
#> HP1509101_L23 2 0.000
#> HP1509101_K18 1 1.000
#> HP1509101_L1 1 0.000
#> HP1504901_E22 1 0.000
#> HP1504901_C21 1 0.000
#> HP1504901_I20 2 0.253
#> HP1504901_M20 1 0.502
#> HP1504901_E19 1 0.000
#> HP1504901_I7 2 0.249
#> HP1504901_P2 1 0.000
#> HP1504901_L10 1 0.249
#> HP1504901_O15 1 0.000
#> HP1504901_J1 1 0.000
#> HP1504901_L2 1 0.249
#> HP1504901_L11 1 0.000
#> HP1504901_H23 1 0.000
#> HP1504901_G23 1 0.000
#> HP1504901_C20 1 0.000
#> HP1504901_A8 1 0.000
#> HP1504901_J11 1 0.000
#> HP1504901_C8 1 0.000
#> HP1504901_B12 1 0.000
#> HP1504901_H15 1 0.000
#> HP1504901_N11 1 0.000
#> HP1504901_K16 1 0.000
#> HP1504901_N3 1 0.000
#> HP1504901_J2 1 0.000
#> HP1504901_K9 1 0.000
#> HP1504901_P5 1 0.000
#> HP1504901_K21 1 0.000
#> HP1504901_E4 1 0.000
#> HP1504901_K3 1 0.000
#> HP1504901_M14 1 0.000
#> HP1504901_H3 1 0.000
#> HP1504901_M8 1 0.000
#> HP1504901_E8 1 0.000
#> HP1504901_B19 1 0.000
#> HP1504901_J16 1 0.000
#> HP1504901_K2 1 0.498
#> HP1504901_K10 1 0.249
#> HP1504901_M2 1 0.249
#> HP1504901_D19 1 0.000
#> HP1504901_C12 1 0.000
#> HP1504901_B5 1 0.498
#> HP1504901_M5 1 0.000
#> HP1504901_C4 1 0.249
#> HP1504901_E5 1 0.000
#> HP1504901_F7 1 0.000
#> HP1504901_K24 1 0.000
#> HP1504901_P8 1 0.000
#> HP1504901_O12 1 0.000
#> HP1504901_F13 2 0.000
#> HP1504901_E17 1 0.000
#> HP1504901_K11 1 0.000
#> HP1504901_G7 1 0.000
#> HP1504901_O19 1 0.000
#> HP1504901_C19 1 0.000
#> HP1504901_M16 1 0.249
#> HP1504901_C5 1 0.000
#> HP1504901_C24 1 0.000
#> HP1504901_O23 1 0.000
#> HP1504901_G5 1 0.000
#> HP1504901_K15 1 0.000
#> HP1504901_I1 1 0.000
#> HP1504901_A11 1 0.000
#> HP1504901_K1 2 0.000
#> HP1504901_N14 1 0.249
#> HP1504901_C15 1 0.000
#> HP1504901_L4 1 0.000
#> HP1504901_P19 1 0.000
#> HP1504901_A15 1 0.000
#> HP1504901_E7 1 0.000
#> HP1504901_L7 1 0.000
#> HP1504901_H13 1 0.000
#> HP1504901_J13 2 0.751
#> HP1504901_A13 1 0.000
#> HP1504901_L6 1 0.000
#> HP1504901_E11 1 0.000
#> HP1504901_P4 1 0.000
#> HP1504901_K13 1 0.000
#> HP1504901_M6 1 0.000
#> HP1504901_A7 1 0.000
#> HP1504901_A4 1 0.000
#> HP1504901_G1 1 0.000
#> HP1504901_A6 1 0.000
#> HP1504901_A17 1 0.000
#> HP1504901_C18 1 0.000
#> HP1504901_E1 1 0.000
#> HP1504901_A12 1 0.000
#> HP1504901_H20 1 0.000
#> HP1504901_M7 1 0.498
#> HP1504901_E3 1 0.000
#> HP1504901_H24 1 0.000
#> HP1504901_H7 1 0.000
#> HP1504901_O2 1 0.000
#> HP1504901_O22 1 0.249
#> HP1504901_C9 1 1.000
#> HP1504901_I15 1 0.000
#> HP1504901_L15 1 0.000
#> HP1504901_E20 2 0.000
#> HP1504901_M10 1 0.000
#> HP1504901_K4 1 0.000
#> HP1504901_P23 1 0.000
#> HP1504901_F22 1 0.249
#> HP1504901_L24 1 0.000
#> HP1504901_I9 1 0.000
#> HP1504901_L23 1 0.498
#> HP1504901_E12 2 0.000
#> HP1504901_I16 1 0.253
#> HP1504901_K17 1 0.000
#> HP1504901_K7 1 0.000
#> HP1504901_B17 1 0.000
#> HP1504901_O13 1 0.000
#> HP1504901_A18 1 0.000
#> HP1504901_H9 1 0.000
#> HP1504901_G14 1 0.249
#> HP1504901_C7 1 0.000
#> HP1504901_A24 1 0.000
#> HP1504901_I4 1 0.000
#> HP1504901_M22 1 0.000
#> HP1504901_J19 2 0.249
#> HP1504901_D10 1 0.000
#> HP1504901_A1 1 0.000
#> HP1504901_L19 1 0.502
#> HP1504901_I5 1 0.000
#> HP1504901_N20 1 0.000
#> HP1504901_I11 1 0.000
#> HP1504901_M17 1 0.000
#> HP1504901_J21 1 0.000
#> HP1504901_P1 1 0.000
#> HP1504901_J14 1 0.000
#> HP1504901_K8 1 0.000
#> HP1504901_H21 1 0.000
#> HP1504901_I6 1 0.000
#> HP1504901_E15 1 0.000
#> HP1504901_O3 1 0.000
#> HP1504901_F21 1 0.000
#> HP1504901_P24 1 0.000
#> HP1504901_C3 1 0.000
#> HP1504901_I14 1 0.000
#> HP1504901_M15 1 0.000
#> HP1504901_D20 1 0.000
#> HP1504901_C1 1 0.000
#> HP1504901_I12 2 0.249
#> HP1504901_P15 1 0.502
#> HP1504901_G22 1 0.000
#> HP1504901_P22 1 0.000
#> HP1504901_N10 1 0.000
#> HP1504901_P12 1 0.000
#> HP1504901_M9 1 0.000
#> HP1504901_E13 1 0.000
#> HP1504901_M13 1 0.000
#> HP1504901_N6 1 0.000
#> HP1504901_M23 1 0.249
#> HP1504901_P17 1 0.000
#> HP1504901_L21 2 0.000
#> HP1504901_D11 1 0.000
#> HP1504901_P6 1 0.000
#> HP1504901_C6 1 0.000
#> HP1504901_D3 1 0.000
#> HP1504901_L5 1 0.000
#> HP1504901_K18 1 0.000
#> HP1504901_D8 1 0.000
#> HP1504901_G17 1 0.000
#> HP1504901_M1 1 0.000
#> HP1504901_N4 1 0.000
#> HP1504901_A20 1 0.000
#> HP1504901_N5 1 0.000
#> HP1504901_C22 1 0.000
#> HP1526901T2D_K9 1 0.000
#> HP1526901T2D_A18 2 0.000
#> HP1525301T2D_G16 1 0.000
#> HP1525301T2D_P12 1 0.000
#> HP1525301T2D_N22 1 0.000
#> HP1525301T2D_M23 1 0.253
#> HP1525301T2D_B9 1 0.000
#> HP1525301T2D_A10 1 0.000
#> HP1525301T2D_F22 1 0.000
#> HP1526901T2D_M5 1 0.000
#> HP1525301T2D_F11 1 1.000
#> HP1526901T2D_C21 1 0.000
#> HP1525301T2D_J22 1 0.249
#> HP1525301T2D_K9 1 0.000
#> HP1525301T2D_C20 1 0.000
#> HP1525301T2D_D18 1 0.249
#> HP1526901T2D_J16 1 0.751
#> HP1526901T2D_D15 1 0.000
#> HP1526901T2D_G6 1 0.000
#> HP1525301T2D_I13 1 0.000
#> HP1525301T2D_P7 1 0.000
#> HP1525301T2D_D7 1 0.751
#> HP1526901T2D_G5 1 0.000
#> HP1525301T2D_D16 1 0.000
#> HP1525301T2D_C12 1 0.000
#> HP1525301T2D_K4 1 0.000
#> HP1525301T2D_F6 1 0.000
#> HP1525301T2D_H5 1 0.000
#> HP1525301T2D_D17 2 0.000
#> HP1526901T2D_F14 1 0.751
#> HP1526901T2D_P3 1 0.000
#> HP1525301T2D_M24 1 0.000
#> HP1526901T2D_B21 1 0.000
#> HP1525301T2D_E21 1 1.000
#> HP1525301T2D_E14 1 0.000
#> HP1525301T2D_B22 1 0.000
#> HP1526901T2D_P5 1 0.000
#> HP1525301T2D_K13 1 0.000
#> HP1525301T2D_A22 1 0.000
#> HP1525301T2D_A18 1 0.000
#> HP1526901T2D_E24 1 0.751
#> HP1525301T2D_N2 1 0.000
#> HP1526901T2D_G12 1 0.000
#> HP1526901T2D_L20 1 0.000
#> HP1525301T2D_O15 2 0.000
#> HP1526901T2D_B8 1 0.000
#> HP1526901T2D_J23 1 0.000
#> HP1526901T2D_B15 1 0.000
#> HP1525301T2D_M21 1 0.000
#> HP1526901T2D_M12 2 0.000
#> HP1525301T2D_J12 1 0.000
#> HP1526901T2D_M17 2 0.000
#> HP1526901T2D_C5 1 0.000
#> HP1525301T2D_L10 1 0.000
#> HP1525301T2D_A21 1 0.000
#> HP1526901T2D_E13 1 0.000
#> HP1526901T2D_H7 1 0.000
#> HP1526901T2D_P15 1 0.000
#> HP1526901T2D_J9 1 0.249
#> HP1526901T2D_B19 1 0.000
#> HP1525301T2D_A8 1 0.000
#> HP1526901T2D_N22 1 0.000
#> HP1526901T2D_D20 1 0.000
#> HP1526901T2D_B16 1 0.000
#> HP1526901T2D_I2 1 0.000
#> HP1526901T2D_H13 1 0.249
#> HP1525301T2D_D24 1 0.000
#> HP1525301T2D_A20 1 0.000
#> HP1525301T2D_B20 1 0.000
#> HP1525301T2D_G6 1 1.000
#> HP1525301T2D_L12 1 0.000
#> HP1525301T2D_L7 1 0.000
#> HP1526901T2D_F13 1 0.249
#> HP1525301T2D_M4 2 0.000
#> HP1525301T2D_F13 2 0.000
#> HP1525301T2D_L11 1 0.000
#> HP1525301T2D_A24 1 0.000
#> HP1525301T2D_A2 1 0.502
#> HP1525301T2D_E9 1 0.000
#> HP1526901T2D_L10 1 0.000
#> HP1525301T2D_F1 1 0.502
#> HP1526901T2D_G3 1 0.000
#> HP1525301T2D_O12 1 0.000
#> HP1525301T2D_H21 1 0.498
#> HP1526901T2D_M6 1 0.000
#> HP1525301T2D_H22 1 0.000
#> HP1526901T2D_O18 1 0.498
#> HP1525301T2D_D13 1 0.000
#> HP1526901T2D_P24 1 0.000
#> HP1525301T2D_I9 1 0.000
#> HP1525301T2D_M1 1 0.751
#> HP1525301T2D_E20 2 1.000
#> HP1525301T2D_K24 1 0.000
#> HP1525301T2D_B16 1 0.249
#> HP1526901T2D_K8 1 0.000
#> HP1526901T2D_K16 1 0.249
#> HP1525301T2D_G2 1 0.000
#> HP1525301T2D_M3 1 0.000
#> HP1526901T2D_H11 1 0.502
#> HP1526901T2D_D13 1 0.000
#> HP1525301T2D_L21 1 0.000
#> HP1526901T2D_D24 1 0.747
#> HP1525301T2D_N17 1 1.000
#> HP1526901T2D_P6 1 0.000
#> HP1525301T2D_O21 1 0.000
#> HP1526901T2D_E12 1 0.000
#> HP1525301T2D_L3 1 0.000
#> HP1525301T2D_D5 2 0.498
#> HP1525301T2D_H4 1 0.000
#> HP1525301T2D_F14 1 0.000
#> HP1526901T2D_E4 2 0.751
#> HP1525301T2D_D23 2 1.000
#> HP1526901T2D_C9 1 0.000
#> HP1526901T2D_K13 1 0.747
#> HP1525301T2D_H13 1 0.000
#> HP1526901T2D_N24 1 1.000
#> HP1526901T2D_J10 1 0.000
#> HP1526901T2D_B2 1 0.000
#> HP1526901T2D_H1 1 0.000
#> HP1526901T2D_M9 1 0.000
#> HP1526901T2D_J7 1 0.000
#> HP1526901T2D_M10 1 0.000
#> HP1525301T2D_J24 1 0.249
#> HP1526901T2D_E17 2 0.000
#> HP1525301T2D_P10 1 0.000
#> HP1525301T2D_F18 1 0.000
#> HP1525301T2D_G12 1 0.000
#> HP1526901T2D_O16 1 0.253
#> HP1526901T2D_L18 1 0.000
#> HP1526901T2D_G15 1 0.000
#> HP1526901T2D_K5 1 0.000
#> HP1526901T2D_N5 2 0.249
#> HP1525301T2D_F17 1 1.000
#> HP1525301T2D_M19 2 0.249
#> HP1525301T2D_B19 1 0.000
#> HP1526901T2D_C12 1 0.751
#> HP1525301T2D_O8 2 1.000
#> HP1525301T2D_L19 1 0.000
#> HP1526901T2D_L8 1 0.000
#> HP1526901T2D_M11 1 0.000
#> HP1525301T2D_J11 1 0.000
#> HP1525301T2D_D20 1 0.751
#> HP1526901T2D_O20 1 0.249
#> HP1526901T2D_J15 1 0.000
#> HP1526901T2D_D23 1 0.000
#> HP1526901T2D_C7 2 0.502
#> HP1525301T2D_C18 1 0.000
#> HP1526901T2D_B22 1 0.000
#> HP1525301T2D_M18 1 0.000
#> HP1526901T2D_D11 1 0.000
#> HP1525301T2D_O4 1 0.000
#> HP1526901T2D_L22 1 0.249
#> HP1525301T2D_F20 2 0.249
#> HP1525301T2D_N15 1 0.000
#> HP1525301T2D_K20 1 0.000
#> HP1525301T2D_G24 1 0.000
#> HP1525301T2D_H15 1 0.000
#> HP1525301T2D_J3 1 0.000
#> HP1526901T2D_L9 1 0.000
#> HP1526901T2D_P16 1 0.000
#> HP1526901T2D_G20 1 0.000
#> HP1526901T2D_E7 1 0.000
#> HP1525301T2D_F9 1 0.000
#> HP1525301T2D_E6 1 1.000
#> HP1525301T2D_P3 1 0.000
#> HP1525301T2D_I20 1 0.000
#> HP1526901T2D_F11 1 0.000
#> HP1525301T2D_B17 2 0.000
#> HP1526901T2D_D6 1 0.498
#> HP1525301T2D_N19 2 1.000
#> HP1526901T2D_F6 1 0.000
#> HP1525301T2D_A23 1 0.000
#> HP1525301T2D_B2 1 0.000
#> HP1526901T2D_N17 1 0.000
#> HP1525301T2D_I14 1 0.000
#> HP1525301T2D_E4 2 1.000
#> HP1525301T2D_J6 1 0.000
#> HP1525301T2D_E10 1 0.000
#> HP1525301T2D_A4 1 0.751
#> HP1525301T2D_G7 1 0.000
#> HP1525301T2D_E18 1 0.000
#> HP1525301T2D_O19 1 0.000
#> HP1526901T2D_H15 1 0.000
#> HP1526901T2D_C18 1 0.000
#> HP1525301T2D_L18 1 0.000
#> HP1525301T2D_O10 2 1.000
#> HP1526901T2D_I23 1 0.000
#> HP1526901T2D_O11 1 0.000
get_classes(res, k = 3)
#> class p
#> HP1502401_N13 1 0.000
#> HP1502401_D14 1 0.249
#> HP1502401_F14 1 0.502
#> HP1502401_J13 1 1.000
#> HP1502401_B13 3 1.000
#> HP1502401_H13 2 0.000
#> HP1502401_D13 2 0.253
#> HP1504101T2D_I3 1 0.502
#> HP1504101T2D_D16 1 1.000
#> HP1504101T2D_D22 1 0.000
#> HP1504101T2D_F8 1 0.498
#> HP1502401_B19 1 0.000
#> HP1504101T2D_B2 1 0.000
#> HP1504101T2D_L6 1 0.000
#> HP1502401_F4 2 0.000
#> HP1502401_J5 1 0.000
#> HP1504101T2D_H11 1 0.747
#> HP1504101T2D_G13 3 1.000
#> HP1502401_I11 3 1.000
#> HP1502401_A11 1 0.000
#> HP1502401_G16 1 0.000
#> HP1502401_D1 3 0.502
#> HP1502401_L6 1 0.000
#> HP1504101T2D_L22 3 1.000
#> HP1502401_K4 1 0.249
#> HP1502401_B3 1 0.000
#> HP1504101T2D_C13 1 0.000
#> HP1504101T2D_G15 1 0.747
#> HP1502401_B4 1 0.498
#> HP1502401_C11 1 0.502
#> HP1504101T2D_P8 3 0.000
#> HP1502401_N24 1 0.000
#> HP1502401_H17 1 0.249
#> HP1504101T2D_C24 3 0.253
#> HP1504101T2D_E5 1 0.000
#> HP1504101T2D_K5 1 0.000
#> HP1504101T2D_N11 1 0.502
#> HP1502401_K18 1 1.000
#> HP1502401_N5 1 0.253
#> HP1502401_N22 1 0.747
#> HP1504101T2D_K16 1 1.000
#> HP1504101T2D_I4 1 0.498
#> HP1504101T2D_E17 1 0.000
#> HP1504101T2D_P6 1 0.000
#> HP1504101T2D_M11 1 0.000
#> HP1504101T2D_O21 1 1.000
#> HP1502401_L19 3 0.000
#> HP1504101T2D_O7 1 0.000
#> HP1504101T2D_A11 1 0.000
#> HP1502401_M18 2 0.249
#> HP1502401_C19 1 0.000
#> HP1504101T2D_G5 1 1.000
#> HP1502401_O5 1 0.000
#> HP1504101T2D_J19 1 0.000
#> HP1504101T2D_B15 3 0.751
#> HP1502401_E4 1 0.000
#> HP1502401_F7 1 0.000
#> HP1504101T2D_K1 1 0.000
#> HP1502401_A21 1 0.249
#> HP1502401_D23 1 1.000
#> HP1502401_A9 1 0.000
#> HP1504101T2D_I13 3 0.000
#> HP1502401_G15 1 0.249
#> HP1504101T2D_M17 2 1.000
#> HP1502401_D21 1 0.249
#> HP1502401_G21 1 0.751
#> HP1502401_G1 3 0.000
#> HP1504101T2D_C23 1 0.000
#> HP1502401_N6 1 0.000
#> HP1504101T2D_O19 3 0.000
#> HP1502401_A8 1 0.000
#> HP1504101T2D_F6 1 0.000
#> HP1502401_L8 1 0.000
#> HP1504101T2D_B19 3 0.249
#> HP1504101T2D_F5 2 0.000
#> HP1504101T2D_D10 1 0.747
#> HP1504101T2D_C2 1 0.000
#> HP1504101T2D_P16 1 0.000
#> HP1504101T2D_N14 1 0.000
#> HP1502401_E8 1 0.751
#> HP1502401_H10 2 0.751
#> HP1502401_O12 3 0.000
#> HP1502401_I3 1 0.253
#> HP1504101T2D_C19 1 1.000
#> HP1504101T2D_M14 1 0.000
#> HP1502401_A1 1 0.000
#> HP1504101T2D_D1 2 0.000
#> HP1504101T2D_G6 1 1.000
#> HP1504101T2D_B1 1 0.000
#> HP1502401_C2 1 0.249
#> HP1502401_O19 1 1.000
#> HP1502401_C15 1 0.249
#> HP1504101T2D_E13 2 1.000
#> HP1502401_G19 1 0.000
#> HP1502401_D19 1 0.747
#> HP1502401_B6 1 0.000
#> HP1504101T2D_I9 1 0.000
#> HP1504101T2D_K13 1 0.000
#> HP1504101T2D_B20 3 0.000
#> HP1502401_F11 2 0.751
#> HP1502401_A16 1 0.502
#> HP1504101T2D_J6 2 0.249
#> HP1504101T2D_N4 1 0.249
#> HP1504101T2D_P19 3 1.000
#> HP1504101T2D_D14 1 0.000
#> HP1504101T2D_L9 1 0.000
#> HP1502401_J3 3 0.751
#> HP1504101T2D_P15 1 0.000
#> HP1502401_I5 3 0.000
#> HP1502401_E1 1 0.000
#> HP1504101T2D_M20 3 0.000
#> HP1504101T2D_L17 3 0.000
#> HP1504101T2D_K6 1 0.747
#> HP1504101T2D_A7 1 0.000
#> HP1504101T2D_H12 3 0.000
#> HP1504101T2D_H8 1 0.000
#> HP1502401_C23 1 0.249
#> HP1502401_D11 2 0.000
#> HP1502401_G2 1 0.502
#> HP1504101T2D_N3 1 0.000
#> HP1504101T2D_G7 1 0.000
#> HP1504101T2D_P23 1 0.000
#> HP1504101T2D_B9 1 0.751
#> HP1502401_A23 1 1.000
#> HP1504101T2D_J23 1 0.000
#> HP1502401_O15 1 0.000
#> HP1502401_F3 1 0.000
#> HP1502401_G17 1 0.249
#> HP1502401_E15 1 0.000
#> HP1504101T2D_M16 1 1.000
#> HP1502401_O9 2 1.000
#> HP1502401_A19 1 0.000
#> HP1504101T2D_L12 1 0.000
#> HP1504101T2D_J21 1 0.000
#> HP1502401_N11 2 0.000
#> HP1502401_K8 3 0.000
#> HP1504101T2D_P1 3 0.000
#> HP1504101T2D_F23 1 0.000
#> HP1504101T2D_O15 1 0.000
#> HP1504101T2D_C5 1 0.000
#> HP1502401_M9 2 0.000
#> HP1504101T2D_K9 1 0.000
#> HP1502401_O11 1 0.000
#> HP1502401_A3 3 1.000
#> HP1504101T2D_O8 1 0.751
#> HP1502401_F5 1 0.000
#> HP1502401_F2 1 0.249
#> HP1504101T2D_L16 1 0.000
#> HP1502401_I20 1 0.249
#> HP1504101T2D_P10 1 0.498
#> HP1502401_B12 1 0.000
#> HP1504101T2D_H10 1 0.000
#> HP1504101T2D_B23 1 1.000
#> HP1504101T2D_J10 1 0.000
#> HP1504101T2D_J12 1 1.000
#> HP1502401_C9 1 0.000
#> HP1504101T2D_A1 1 0.000
#> HP1504101T2D_I21 2 0.249
#> HP1504101T2D_O18 3 0.751
#> HP1502401_B2 1 0.751
#> HP1504101T2D_H16 1 0.000
#> HP1504101T2D_L20 1 0.000
#> HP1502401_L9 2 0.000
#> HP1502401_D9 1 0.000
#> HP1504101T2D_H19 1 0.000
#> HP1502401_A20 1 0.502
#> HP1502401_J16 2 1.000
#> HP1504101T2D_C7 1 0.000
#> HP1504101T2D_A9 1 1.000
#> HP1504101T2D_H13 3 0.751
#> HP1504101T2D_A22 1 0.751
#> HP1504101T2D_J4 1 1.000
#> HP1504101T2D_J17 1 0.000
#> HP1504101T2D_K7 1 0.000
#> HP1504101T2D_C8 1 0.249
#> HP1504101T2D_A3 1 1.000
#> HP1504101T2D_G20 1 0.000
#> HP1504101T2D_M22 1 1.000
#> HP1502401_G9 1 0.000
#> HP1502401_C22 3 0.000
#> HP1502401_E12 1 0.249
#> HP1502401_L24 1 0.000
#> HP1504101T2D_N18 1 0.000
#> HP1504101T2D_O5 3 0.498
#> HP1502401_F8 1 0.000
#> HP1502401_B9 1 0.000
#> HP1502401_M17 2 1.000
#> HP1504101T2D_D20 1 0.253
#> HP1504101T2D_K3 1 0.000
#> HP1504101T2D_D4 1 0.000
#> HP1504101T2D_M13 1 0.000
#> HP1504101T2D_K21 3 0.000
#> HP1504101T2D_F9 3 1.000
#> HP1504101T2D_I11 2 1.000
#> HP1504101T2D_A21 1 0.000
#> HP1504101T2D_C6 3 0.000
#> HP1504101T2D_J8 1 0.000
#> HP1502401_A5 1 0.000
#> HP1502401_N14 1 0.000
#> HP1504101T2D_C3 1 0.000
#> HP1504101T2D_P4 2 0.498
#> HP1502401_I19 2 1.000
#> HP1502401_C17 1 0.000
#> HP1504101T2D_E12 1 1.000
#> HP1504101T2D_A2 1 0.000
#> HP1504101T2D_K11 1 0.000
#> HP1504101T2D_E2 1 0.000
#> HP1504101T2D_N23 1 0.000
#> HP1504101T2D_A16 1 0.253
#> HP1502401_E18 1 0.747
#> HP1504101T2D_O17 3 0.751
#> HP1502401_C24 1 0.000
#> HP1504101T2D_M12 1 0.249
#> HP1504101T2D_D3 1 1.000
#> HP1504101T2D_F21 1 0.747
#> HP1504101T2D_K15 1 0.000
#> HP1502401_I17 1 1.000
#> HP1504101T2D_F24 3 0.751
#> HP1504101T2D_P20 1 0.249
#> HP1504101T2D_B14 3 0.751
#> HP1502401_F6 1 0.000
#> HP1502401_F1 1 0.000
#> HP1502401_C3 1 0.498
#> HP1504101T2D_H3 1 0.751
#> HP1504101T2D_O2 1 0.000
#> HP1504101T2D_A14 3 0.000
#> HP1504101T2D_I12 3 0.000
#> HP1502401_K7 1 1.000
#> HP1504101T2D_K14 2 1.000
#> HP1502401_J9 3 0.249
#> HP1504101T2D_F4 1 0.000
#> HP1504101T2D_G11 1 0.751
#> HP1504101T2D_G18 1 0.000
#> HP1504101T2D_O1 3 1.000
#> HP1502401_D15 1 0.249
#> HP1502401_H9 1 0.000
#> HP1502401_I10 2 1.000
#> AZ_A1 1 0.000
#> AZ_A3 3 0.751
#> AZ_B6 1 0.000
#> AZ_B4 3 0.000
#> AZ_A4 1 1.000
#> AZ_A5 2 1.000
#> AZ_C12 1 1.000
#> AZ_B7 3 0.747
#> AZ_A9 2 0.000
#> AZ_G12 1 0.249
#> AZ_F10 1 1.000
#> AZ_H4 2 1.000
#> AZ_E10 1 0.000
#> AZ_H8 1 1.000
#> AZ_G11 1 0.000
#> AZ_F3 2 1.000
#> AZ_E11 3 1.000
#> AZ_G7 1 0.751
#> AZ_G9 1 0.000
#> AZ_D10 3 0.000
#> AZ_E1 2 1.000
#> AZ_C7 3 0.000
#> AZ_H7 1 0.502
#> AZ_D1 1 0.000
#> AZ_G8 1 0.000
#> AZ_H3 2 1.000
#> AZ_F12 1 0.000
#> AZ_D11 1 1.000
#> AZ_F11 2 1.000
#> AZ_C6 1 0.751
#> AZ_E6 1 0.249
#> HP1508501T2D_E3 3 0.502
#> HP1508501T2D_C1 1 0.249
#> HP1508501T2D_O2 1 0.000
#> HP1508501T2D_E2 2 0.000
#> HP1508501T2D_M2 1 0.000
#> HP1508501T2D_C3 1 0.000
#> HP1508501T2D_A2 3 0.000
#> HP1508501T2D_A1 1 0.000
#> HP1508501T2D_D23 1 0.000
#> HP1508501T2D_K13 3 1.000
#> HP1508501T2D_N14 1 0.000
#> HP1508501T2D_D20 2 0.000
#> HP1508501T2D_I5 3 0.000
#> HP1508501T2D_C6 2 0.000
#> HP1508501T2D_K11 1 0.000
#> HP1508501T2D_G16 3 0.000
#> HP1508501T2D_L8 3 1.000
#> HP1508501T2D_L19 1 0.000
#> HP1508501T2D_H24 2 0.000
#> HP1508501T2D_D7 3 1.000
#> HP1508501T2D_O21 1 0.000
#> HP1508501T2D_L12 1 0.000
#> HP1508501T2D_P10 1 1.000
#> HP1508501T2D_B9 2 0.000
#> HP1508501T2D_A20 1 0.000
#> HP1508501T2D_P24 1 0.000
#> HP1508501T2D_G7 1 0.000
#> HP1508501T2D_A6 2 0.000
#> HP1508501T2D_H8 1 0.249
#> HP1508501T2D_K8 1 0.000
#> HP1508501T2D_O16 1 0.000
#> HP1508501T2D_O24 1 0.000
#> HP1508501T2D_M24 1 0.000
#> HP1508501T2D_G9 2 1.000
#> HP1508501T2D_J10 1 0.000
#> HP1508501T2D_C7 2 0.000
#> HP1508501T2D_H20 3 0.000
#> HP1508501T2D_I6 3 0.747
#> HP1508501T2D_N3 1 0.000
#> HP1508501T2D_A22 1 1.000
#> HP1508501T2D_F13 1 0.000
#> HP1508501T2D_P17 1 0.000
#> HP1508501T2D_O15 1 0.000
#> HP1508501T2D_F22 3 0.249
#> HP1508501T2D_H1 1 0.000
#> HP1508501T2D_N19 2 0.000
#> HP1508501T2D_B19 2 0.000
#> HP1508501T2D_M11 2 0.502
#> HP1508501T2D_L3 1 1.000
#> HP1508501T2D_P5 2 0.000
#> HP1508501T2D_A16 2 0.000
#> HP1508501T2D_P15 1 0.000
#> HP1508501T2D_P18 1 0.000
#> HP1508501T2D_O18 1 0.498
#> HP1508501T2D_L4 1 0.000
#> HP1508501T2D_P21 1 0.249
#> HP1508501T2D_F10 1 0.000
#> HP1508501T2D_L22 1 0.000
#> HP1508501T2D_L1 1 0.000
#> HP1508501T2D_G5 2 0.000
#> HP1508501T2D_B2 1 0.000
#> HP1508501T2D_P22 1 0.000
#> HP1508501T2D_A7 2 0.000
#> HP1508501T2D_C22 1 0.000
#> HP1508501T2D_O10 2 0.000
#> HP1508501T2D_P23 1 0.000
#> HP1508501T2D_K5 3 1.000
#> HP1508501T2D_P12 2 0.000
#> HP1508501T2D_B1 1 0.249
#> HP1508501T2D_G8 2 1.000
#> HP1508501T2D_F19 3 1.000
#> HP1508501T2D_A5 1 0.000
#> HP1508501T2D_J7 1 0.000
#> HP1508501T2D_H9 2 0.498
#> HP1508501T2D_O22 1 0.000
#> HP1508501T2D_C21 2 0.000
#> HP1508501T2D_G21 2 0.000
#> HP1508501T2D_N16 1 0.000
#> HP1508501T2D_O5 1 0.000
#> HP1508501T2D_B6 1 0.253
#> HP1508501T2D_A9 1 1.000
#> HP1508501T2D_I9 1 0.000
#> HP1508501T2D_O20 1 0.000
#> HP1508501T2D_D12 2 0.000
#> HP1508501T2D_F5 2 1.000
#> HP1508501T2D_A4 2 0.000
#> HP1508501T2D_C5 1 0.747
#> HP1508501T2D_B7 1 0.000
#> HP1508501T2D_F24 1 0.000
#> HP1508501T2D_O17 1 0.000
#> HP1508501T2D_K10 1 1.000
#> HP1508501T2D_F6 1 0.000
#> HP1508501T2D_F23 2 0.000
#> HP1508501T2D_D11 2 0.000
#> HP1508501T2D_B13 3 0.000
#> HP1508501T2D_N5 2 1.000
#> HP1508501T2D_D4 1 0.000
#> HP1508501T2D_A21 1 0.000
#> HP1508501T2D_M13 1 0.000
#> HP1508501T2D_O19 1 0.000
#> HP1508501T2D_P19 1 0.000
#> HP1508501T2D_O6 2 0.000
#> HP1508501T2D_E5 1 0.000
#> HP1508501T2D_D19 3 1.000
#> HP1508501T2D_E21 2 0.000
#> HP1508501T2D_N12 3 0.000
#> HP1508501T2D_H7 3 0.000
#> HP1508501T2D_J19 2 0.000
#> HP1508501T2D_O23 1 0.000
#> HP1508501T2D_M6 3 0.000
#> HP1508501T2D_A18 1 0.000
#> HP1508501T2D_C17 2 1.000
#> HP1508501T2D_E16 2 0.000
#> HP1508501T2D_H19 3 1.000
#> HP1508501T2D_P20 1 0.000
#> HP1508501T2D_M21 3 1.000
#> HP1508501T2D_P16 1 0.000
#> HP1506401_E1 1 0.000
#> HP1506401_A3 1 0.000
#> HP1506401_A2 1 0.000
#> HP1506401_O1 1 0.000
#> HP1506401_E2 1 0.000
#> HP1506401_C2 1 1.000
#> HP1506401_M2 1 0.000
#> HP1506401_G3 2 0.000
#> HP1506401_A1 1 0.000
#> HP1506401_C1 1 0.000
#> HP1506401_C3 1 0.000
#> HP1506401_E3 2 1.000
#> HP1506401_M9 1 0.000
#> HP1506401_E10 1 0.000
#> HP1506401_K10 1 0.000
#> HP1506401_N6 1 0.751
#> HP1506401_N7 2 0.253
#> HP1506401_D21 2 0.000
#> HP1506401_F7 2 0.000
#> HP1506401_E7 1 0.249
#> HP1506401_C18 2 1.000
#> HP1506401_J19 2 0.000
#> HP1506401_C14 1 0.751
#> HP1506401_L12 1 0.000
#> HP1506401_C21 3 0.502
#> HP1506401_B7 1 0.000
#> HP1506401_L19 2 1.000
#> HP1506401_A18 2 0.000
#> HP1506401_C19 1 0.000
#> HP1506401_P8 1 0.000
#> HP1506401_C12 2 0.000
#> HP1506401_A19 1 0.249
#> HP1506401_F6 1 0.747
#> HP1506401_N21 2 1.000
#> HP1506401_O19 1 0.000
#> HP1506401_M15 1 0.000
#> HP1506401_N18 1 0.253
#> HP1506401_N12 1 0.249
#> HP1506401_M13 1 0.000
#> HP1506401_K13 1 0.000
#> HP1506401_I5 1 0.000
#> HP1506401_A13 2 0.000
#> HP1506401_K5 1 0.000
#> HP1506401_M3 3 0.249
#> HP1506401_O5 1 0.751
#> HP1506401_J13 1 0.000
#> HP1506401_J18 2 0.000
#> HP1506401_A8 1 0.000
#> HP1506401_E22 3 0.000
#> HP1506401_O13 3 0.000
#> HP1506401_N8 1 0.000
#> HP1506401_E20 2 1.000
#> HP1506401_N2 1 1.000
#> HP1506401_F21 2 0.000
#> HP1506401_G7 1 0.249
#> HP1506401_C10 1 0.000
#> HP1506401_M22 1 0.000
#> HP1506401_M20 1 0.000
#> HP1506401_O9 1 0.000
#> HP1506401_K18 2 1.000
#> HP1506401_M5 3 0.751
#> HP1506401_L22 2 1.000
#> HP1506401_M23 1 0.502
#> HP1506401_A10 1 0.000
#> HP1506401_I7 1 0.000
#> HP1506401_B12 1 1.000
#> HP1506401_D6 1 1.000
#> HP1506401_O20 1 0.000
#> HP1506401_P24 1 1.000
#> HP1506401_D10 2 0.000
#> HP1506401_F1 1 0.000
#> HP1506401_D5 1 0.747
#> HP1506401_D16 1 0.000
#> HP1506401_B2 1 0.747
#> HP1506401_O17 3 0.502
#> HP1506401_A22 1 0.000
#> HP1506401_B21 1 1.000
#> HP1506401_F15 1 0.000
#> HP1506401_H20 1 0.747
#> HP1506401_K24 1 0.751
#> HP1506401_H8 1 0.000
#> HP1506401_O15 1 0.000
#> HP1506401_J10 1 0.000
#> HP1506401_C15 2 0.000
#> HP1506401_D11 1 0.000
#> HP1506401_E5 1 0.000
#> HP1506401_P17 2 1.000
#> HP1506401_I20 1 0.000
#> HP1506401_P19 2 0.000
#> HP1506401_O14 3 0.000
#> HP1506401_H21 1 0.000
#> HP1506401_K22 2 0.000
#> HP1506401_N19 2 0.000
#> HP1506401_I9 1 0.000
#> HP1506401_G9 2 0.000
#> HP1506401_K15 2 1.000
#> HP1506401_A20 2 0.000
#> HP1506401_C20 1 0.000
#> HP1506401_P18 3 1.000
#> HP1506401_H17 3 0.249
#> HP1506401_A15 2 0.000
#> HP1506401_P7 3 0.000
#> HP1506401_G20 2 0.000
#> HP1506401_C11 1 0.000
#> HP1506401_A16 1 0.000
#> HP1506401_K8 1 0.502
#> HP1506401_L15 1 0.249
#> HP1506401_A23 1 0.502
#> HP1506401_M17 2 1.000
#> HP1506401_L5 2 0.000
#> HP1506401_G17 1 0.000
#> HP1506401_P15 2 1.000
#> HP1506401_D4 1 0.000
#> HP1506401_B10 1 0.498
#> HP1506401_H5 3 0.000
#> HP1506401_P6 1 0.502
#> HP1506401_L6 1 0.249
#> HP1506401_H10 1 0.000
#> HP1506401_N11 2 0.000
#> HP1506401_B9 3 0.249
#> HP1506401_K20 1 0.000
#> HP1506401_C6 1 0.249
#> HP1506401_L24 1 1.000
#> HP1506401_H24 1 0.253
#> HP1506401_N13 1 0.249
#> HP1506401_I16 2 0.000
#> HP1506401_O22 1 0.000
#> HP1506401_I3 2 0.000
#> HP1506401_C22 1 0.000
#> HP1506401_N3 1 0.000
#> HP1506401_G10 1 0.000
#> HP1506401_A11 1 0.000
#> HP1506401_K9 1 0.000
#> HP1506401_B19 1 0.000
#> HP1506401_J1 1 1.000
#> HP1506401_D19 3 1.000
#> HP1506401_E9 2 0.000
#> HP1506401_E4 2 1.000
#> HP1506401_D18 2 0.000
#> HP1506401_I22 3 1.000
#> HP1506401_I19 1 0.000
#> HP1506401_L16 1 0.498
#> HP1506401_B13 1 0.751
#> HP1506401_P2 1 0.253
#> HP1506401_K7 1 0.000
#> HP1506401_N14 1 1.000
#> HP1506401_L8 1 0.249
#> HP1506401_E11 2 0.000
#> HP1506401_M14 2 1.000
#> HP1506401_M7 3 0.000
#> HP1506401_E21 2 0.000
#> HP1506401_K11 1 0.000
#> HP1506401_G22 1 0.000
#> HP1506401_E19 2 0.000
#> HP1506401_P16 1 0.751
#> HP1506401_D22 3 0.498
#> HP1506401_M10 2 1.000
#> HP1506401_J12 1 0.751
#> HP1506401_E13 1 0.249
#> HP1506401_B18 2 0.000
#> HP1506401_F4 1 0.249
#> HP1506401_B20 2 1.000
#> HP1506401_H19 2 0.253
#> HP1506401_K3 1 0.000
#> HP1506401_D20 1 0.249
#> HP1507101_I1 1 0.000
#> HP1507101_C3 1 0.000
#> HP1507101_A2 1 0.000
#> HP1507101_C1 1 0.000
#> HP1507101_K1 3 1.000
#> HP1507101_M1 1 0.000
#> HP1507101_A1 1 0.000
#> HP1507101_K2 1 1.000
#> HP1507101_O2 2 0.253
#> HP1507101_E3 2 0.502
#> HP1507101_E1 1 0.000
#> HP1507101_G3 2 0.000
#> HP1507101_A3 3 0.253
#> HP1507101_O1 2 0.000
#> HP1507101_G1 1 0.000
#> HP1507101_C9 3 0.000
#> HP1507101_H19 3 0.000
#> HP1507101_G5 1 0.000
#> HP1507101_E11 1 0.747
#> HP1507101_M19 1 0.000
#> HP1507101_L22 2 1.000
#> HP1507101_L15 2 0.502
#> HP1507101_P7 1 0.000
#> HP1507101_L11 2 0.000
#> HP1507101_N7 1 0.000
#> HP1507101_I9 1 0.000
#> HP1507101_M17 1 0.000
#> HP1507101_A16 2 0.000
#> HP1507101_L24 2 1.000
#> HP1507101_M16 2 1.000
#> HP1507101_G7 1 0.000
#> HP1507101_K12 3 1.000
#> HP1507101_E13 3 0.000
#> HP1507101_A14 2 0.000
#> HP1507101_F6 1 0.000
#> HP1507101_F24 1 0.000
#> HP1507101_A17 3 0.000
#> HP1507101_H7 2 0.000
#> HP1507101_M24 3 0.000
#> HP1507101_I15 2 1.000
#> HP1507101_B17 1 1.000
#> HP1507101_L5 2 0.000
#> HP1507101_O6 2 0.502
#> HP1507101_C16 1 0.000
#> HP1507101_B22 1 0.000
#> HP1507101_K19 3 0.000
#> HP1507101_G17 3 1.000
#> HP1507101_F17 3 0.751
#> HP1507101_P9 1 0.000
#> HP1507101_N22 2 0.000
#> HP1507101_H24 2 1.000
#> HP1507101_N11 1 0.000
#> HP1507101_N24 2 0.000
#> HP1507101_A21 1 0.000
#> HP1507101_N15 3 0.000
#> HP1507101_A11 3 1.000
#> HP1507101_E24 2 0.000
#> HP1507101_C24 2 0.000
#> HP1507101_P19 1 0.000
#> HP1507101_C7 2 1.000
#> HP1507101_K10 3 0.000
#> HP1507101_E4 1 0.000
#> HP1507101_N14 1 0.000
#> HP1507101_H13 1 0.000
#> HP1507101_O15 1 0.000
#> HP1507101_A24 1 0.000
#> HP1507101_G22 2 0.000
#> HP1507101_K18 1 0.000
#> HP1507101_J16 1 0.000
#> HP1507101_H8 1 0.000
#> HP1507101_C18 2 0.000
#> HP1507101_K8 2 0.751
#> HP1507101_M13 1 0.000
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#> HP1504901_N5 1 0.000
#> HP1504901_C22 1 0.000
#> HP1526901T2D_K9 1 0.000
#> HP1526901T2D_A18 2 1.000
#> HP1525301T2D_G16 1 0.000
#> HP1525301T2D_P12 1 0.000
#> HP1525301T2D_N22 1 0.498
#> HP1525301T2D_M23 1 0.249
#> HP1525301T2D_B9 1 0.000
#> HP1525301T2D_A10 1 0.249
#> HP1525301T2D_F22 1 0.751
#> HP1526901T2D_M5 1 0.249
#> HP1525301T2D_F11 1 1.000
#> HP1526901T2D_C21 1 0.000
#> HP1525301T2D_J22 1 0.502
#> HP1525301T2D_K9 1 0.000
#> HP1525301T2D_C20 1 0.000
#> HP1525301T2D_D18 3 0.253
#> HP1526901T2D_J16 1 1.000
#> HP1526901T2D_D15 1 0.000
#> HP1526901T2D_G6 1 0.000
#> HP1525301T2D_I13 1 0.000
#> HP1525301T2D_P7 1 0.000
#> HP1525301T2D_D7 3 0.000
#> HP1526901T2D_G5 1 0.000
#> HP1525301T2D_D16 1 0.000
#> HP1525301T2D_C12 1 0.000
#> HP1525301T2D_K4 1 0.000
#> HP1525301T2D_F6 1 0.000
#> HP1525301T2D_H5 1 0.000
#> HP1525301T2D_D17 3 0.000
#> HP1526901T2D_F14 1 0.253
#> HP1526901T2D_P3 1 0.000
#> HP1525301T2D_M24 1 0.249
#> HP1526901T2D_B21 3 1.000
#> HP1525301T2D_E21 3 0.000
#> HP1525301T2D_E14 1 0.000
#> HP1525301T2D_B22 1 0.000
#> HP1526901T2D_P5 1 0.000
#> HP1525301T2D_K13 1 0.000
#> HP1525301T2D_A22 1 0.000
#> HP1525301T2D_A18 1 0.000
#> HP1526901T2D_E24 1 1.000
#> HP1525301T2D_N2 1 0.000
#> HP1526901T2D_G12 1 0.000
#> HP1526901T2D_L20 1 0.000
#> HP1525301T2D_O15 3 0.000
#> HP1526901T2D_B8 1 0.000
#> HP1526901T2D_J23 1 0.000
#> HP1526901T2D_B15 1 0.000
#> HP1525301T2D_M21 1 0.000
#> HP1526901T2D_M12 2 1.000
#> HP1525301T2D_J12 1 0.000
#> HP1526901T2D_M17 3 0.000
#> HP1526901T2D_C5 1 0.249
#> HP1525301T2D_L10 1 0.000
#> HP1525301T2D_A21 1 0.000
#> HP1526901T2D_E13 1 0.000
#> HP1526901T2D_H7 1 0.000
#> HP1526901T2D_P15 1 0.000
#> HP1526901T2D_J9 1 0.253
#> HP1526901T2D_B19 1 0.000
#> HP1525301T2D_A8 1 0.000
#> HP1526901T2D_N22 1 0.000
#> HP1526901T2D_D20 1 0.000
#> HP1526901T2D_B16 1 0.000
#> HP1526901T2D_I2 1 0.000
#> HP1526901T2D_H13 1 0.249
#> HP1525301T2D_D24 1 0.000
#> HP1525301T2D_A20 1 0.000
#> HP1525301T2D_B20 1 0.000
#> HP1525301T2D_G6 3 0.000
#> HP1525301T2D_L12 1 0.000
#> HP1525301T2D_L7 1 0.000
#> HP1526901T2D_F13 1 0.751
#> HP1525301T2D_M4 3 0.000
#> HP1525301T2D_F13 3 0.000
#> HP1525301T2D_L11 1 0.000
#> HP1525301T2D_A24 1 0.000
#> HP1525301T2D_A2 1 0.249
#> HP1525301T2D_E9 1 0.000
#> HP1526901T2D_L10 1 0.498
#> HP1525301T2D_F1 1 0.000
#> HP1526901T2D_G3 1 0.000
#> HP1525301T2D_O12 1 0.000
#> HP1525301T2D_H21 1 0.249
#> HP1526901T2D_M6 1 0.000
#> HP1525301T2D_H22 1 0.000
#> HP1526901T2D_O18 1 1.000
#> HP1525301T2D_D13 1 0.751
#> HP1526901T2D_P24 1 0.000
#> HP1525301T2D_I9 1 0.000
#> HP1525301T2D_M1 1 0.751
#> HP1525301T2D_E20 3 1.000
#> HP1525301T2D_K24 1 1.000
#> HP1525301T2D_B16 1 0.498
#> HP1526901T2D_K8 1 0.000
#> HP1526901T2D_K16 1 0.249
#> HP1525301T2D_G2 1 0.000
#> HP1525301T2D_M3 1 0.000
#> HP1526901T2D_H11 1 1.000
#> HP1526901T2D_D13 1 0.000
#> HP1525301T2D_L21 1 0.000
#> HP1526901T2D_D24 3 0.000
#> HP1525301T2D_N17 1 0.751
#> HP1526901T2D_P6 1 0.000
#> HP1525301T2D_O21 1 0.000
#> HP1526901T2D_E12 1 0.000
#> HP1525301T2D_L3 3 1.000
#> HP1525301T2D_D5 2 0.502
#> HP1525301T2D_H4 1 0.000
#> HP1525301T2D_F14 1 0.000
#> HP1526901T2D_E4 2 1.000
#> HP1525301T2D_D23 2 1.000
#> HP1526901T2D_C9 1 0.000
#> HP1526901T2D_K13 3 0.000
#> HP1525301T2D_H13 1 0.000
#> HP1526901T2D_N24 1 0.751
#> HP1526901T2D_J10 1 0.000
#> HP1526901T2D_B2 1 0.000
#> HP1526901T2D_H1 1 0.000
#> HP1526901T2D_M9 1 0.000
#> HP1526901T2D_J7 1 0.000
#> HP1526901T2D_M10 1 0.000
#> HP1525301T2D_J24 1 0.747
#> HP1526901T2D_E17 2 1.000
#> HP1525301T2D_P10 1 0.000
#> HP1525301T2D_F18 1 0.000
#> HP1525301T2D_G12 1 1.000
#> HP1526901T2D_O16 1 0.000
#> HP1526901T2D_L18 1 0.000
#> HP1526901T2D_G15 1 0.000
#> HP1526901T2D_K5 1 0.000
#> HP1526901T2D_N5 2 1.000
#> HP1525301T2D_F17 1 1.000
#> HP1525301T2D_M19 3 0.000
#> HP1525301T2D_B19 1 0.249
#> HP1526901T2D_C12 3 0.000
#> HP1525301T2D_O8 3 0.751
#> HP1525301T2D_L19 1 0.000
#> HP1526901T2D_L8 1 0.000
#> HP1526901T2D_M11 1 0.000
#> HP1525301T2D_J11 1 0.000
#> HP1525301T2D_D20 1 1.000
#> HP1526901T2D_O20 1 0.751
#> HP1526901T2D_J15 1 0.000
#> HP1526901T2D_D23 1 0.000
#> HP1526901T2D_C7 2 1.000
#> HP1525301T2D_C18 1 0.000
#> HP1526901T2D_B22 1 0.000
#> HP1525301T2D_M18 1 0.000
#> HP1526901T2D_D11 1 0.000
#> HP1525301T2D_O4 1 0.000
#> HP1526901T2D_L22 1 0.249
#> HP1525301T2D_F20 2 0.751
#> HP1525301T2D_N15 3 1.000
#> HP1525301T2D_K20 1 0.000
#> HP1525301T2D_G24 1 1.000
#> HP1525301T2D_H15 1 0.000
#> HP1525301T2D_J3 1 0.000
#> HP1526901T2D_L9 1 0.000
#> HP1526901T2D_P16 1 0.000
#> HP1526901T2D_G20 1 0.000
#> HP1526901T2D_E7 1 0.000
#> HP1525301T2D_F9 1 0.000
#> HP1525301T2D_E6 1 0.498
#> HP1525301T2D_P3 1 0.000
#> HP1525301T2D_I20 1 0.000
#> HP1526901T2D_F11 1 0.000
#> HP1525301T2D_B17 2 1.000
#> HP1526901T2D_D6 1 0.751
#> HP1525301T2D_N19 2 0.000
#> HP1526901T2D_F6 1 0.000
#> HP1525301T2D_A23 1 0.000
#> HP1525301T2D_B2 1 0.000
#> HP1526901T2D_N17 1 0.000
#> HP1525301T2D_I14 1 0.000
#> HP1525301T2D_E4 2 0.000
#> HP1525301T2D_J6 1 0.000
#> HP1525301T2D_E10 1 0.000
#> HP1525301T2D_A4 3 0.000
#> HP1525301T2D_G7 1 0.000
#> HP1525301T2D_E18 1 0.000
#> HP1525301T2D_O19 1 0.000
#> HP1526901T2D_H15 1 0.000
#> HP1526901T2D_C18 1 0.000
#> HP1525301T2D_L18 1 0.000
#> HP1525301T2D_O10 3 1.000
#> HP1526901T2D_I23 1 0.249
#> HP1526901T2D_O11 1 0.502
get_classes(res, k = 4)
#> class p
#> HP1502401_N13 1 0.000
#> HP1502401_D14 1 1.000
#> HP1502401_F14 1 1.000
#> HP1502401_J13 1 0.498
#> HP1502401_B13 3 0.000
#> HP1502401_H13 2 0.000
#> HP1502401_D13 2 0.249
#> HP1504101T2D_I3 1 1.000
#> HP1504101T2D_D16 4 0.000
#> HP1504101T2D_D22 1 0.498
#> HP1504101T2D_F8 1 1.000
#> HP1502401_B19 1 0.249
#> HP1504101T2D_B2 1 0.502
#> HP1504101T2D_L6 1 0.502
#> HP1502401_F4 2 0.000
#> HP1502401_J5 1 0.751
#> HP1504101T2D_H11 4 0.000
#> HP1504101T2D_G13 4 0.249
#> HP1502401_I11 3 0.000
#> HP1502401_A11 1 0.249
#> HP1502401_G16 1 0.751
#> HP1502401_D1 4 0.000
#> HP1502401_L6 1 0.000
#> HP1504101T2D_L22 4 0.000
#> HP1502401_K4 1 0.751
#> HP1502401_B3 1 0.747
#> HP1504101T2D_C13 1 1.000
#> HP1504101T2D_G15 4 1.000
#> HP1502401_B4 1 0.249
#> HP1502401_C11 1 0.249
#> HP1504101T2D_P8 3 0.000
#> HP1502401_N24 1 1.000
#> HP1502401_H17 1 0.498
#> HP1504101T2D_C24 4 0.000
#> HP1504101T2D_E5 1 0.751
#> HP1504101T2D_K5 1 0.249
#> HP1504101T2D_N11 1 0.751
#> HP1502401_K18 1 0.747
#> HP1502401_N5 1 0.502
#> HP1502401_N22 1 0.249
#> HP1504101T2D_K16 1 1.000
#> HP1504101T2D_I4 4 1.000
#> HP1504101T2D_E17 1 0.502
#> HP1504101T2D_P6 1 0.000
#> HP1504101T2D_M11 1 0.253
#> HP1504101T2D_O21 4 0.000
#> HP1502401_L19 3 0.000
#> HP1504101T2D_O7 1 1.000
#> HP1504101T2D_A11 1 0.000
#> HP1502401_M18 2 0.249
#> HP1502401_C19 1 0.000
#> HP1504101T2D_G5 4 1.000
#> HP1502401_O5 1 0.000
#> HP1504101T2D_J19 1 0.751
#> HP1504101T2D_B15 4 0.000
#> HP1502401_E4 1 0.502
#> HP1502401_F7 1 0.000
#> HP1504101T2D_K1 1 0.000
#> HP1502401_A21 1 0.751
#> HP1502401_D23 1 0.747
#> HP1502401_A9 1 0.502
#> HP1504101T2D_I13 4 0.000
#> HP1502401_G15 1 0.502
#> HP1504101T2D_M17 2 1.000
#> HP1502401_D21 1 0.249
#> HP1502401_G21 1 0.249
#> HP1502401_G1 3 0.000
#> HP1504101T2D_C23 1 1.000
#> HP1502401_N6 1 0.249
#> HP1504101T2D_O19 4 0.000
#> HP1502401_A8 1 1.000
#> HP1504101T2D_F6 1 1.000
#> HP1502401_L8 1 0.498
#> HP1504101T2D_B19 4 0.000
#> HP1504101T2D_F5 4 1.000
#> HP1504101T2D_D10 1 1.000
#> HP1504101T2D_C2 1 0.249
#> HP1504101T2D_P16 1 0.000
#> HP1504101T2D_N14 1 0.253
#> HP1502401_E8 1 0.751
#> HP1502401_H10 2 1.000
#> HP1502401_O12 3 0.502
#> HP1502401_I3 1 0.751
#> HP1504101T2D_C19 1 1.000
#> HP1504101T2D_M14 1 0.502
#> HP1502401_A1 1 0.502
#> HP1504101T2D_D1 2 0.000
#> HP1504101T2D_G6 4 0.249
#> HP1504101T2D_B1 1 0.253
#> HP1502401_C2 1 0.249
#> HP1502401_O19 4 1.000
#> HP1502401_C15 4 0.000
#> HP1504101T2D_E13 2 1.000
#> HP1502401_G19 1 0.751
#> HP1502401_D19 1 1.000
#> HP1502401_B6 1 0.249
#> HP1504101T2D_I9 1 0.498
#> HP1504101T2D_K13 1 0.249
#> HP1504101T2D_B20 3 0.000
#> HP1502401_F11 2 0.249
#> HP1502401_A16 1 1.000
#> HP1504101T2D_J6 2 1.000
#> HP1504101T2D_N4 1 1.000
#> HP1504101T2D_P19 4 0.000
#> HP1504101T2D_D14 1 1.000
#> HP1504101T2D_L9 1 1.000
#> HP1502401_J3 4 0.000
#> HP1504101T2D_P15 1 0.000
#> HP1502401_I5 3 0.249
#> HP1502401_E1 1 0.498
#> HP1504101T2D_M20 4 0.000
#> HP1504101T2D_L17 3 0.000
#> HP1504101T2D_K6 1 1.000
#> HP1504101T2D_A7 1 1.000
#> HP1504101T2D_H12 3 0.000
#> HP1504101T2D_H8 1 0.751
#> HP1502401_C23 1 0.249
#> HP1502401_D11 2 0.000
#> HP1502401_G2 1 0.751
#> HP1504101T2D_N3 1 0.000
#> HP1504101T2D_G7 1 0.747
#> HP1504101T2D_P23 4 0.000
#> HP1504101T2D_B9 1 1.000
#> HP1502401_A23 1 0.249
#> HP1504101T2D_J23 1 1.000
#> HP1502401_O15 1 1.000
#> HP1502401_F3 1 0.000
#> HP1502401_G17 1 1.000
#> HP1502401_E15 1 0.000
#> HP1504101T2D_M16 1 1.000
#> HP1502401_O9 2 1.000
#> HP1502401_A19 1 1.000
#> HP1504101T2D_L12 1 0.249
#> HP1504101T2D_J21 1 0.249
#> HP1502401_N11 2 0.000
#> HP1502401_K8 3 0.000
#> HP1504101T2D_P1 4 1.000
#> HP1504101T2D_F23 1 0.751
#> HP1504101T2D_O15 1 0.000
#> HP1504101T2D_C5 1 0.000
#> HP1502401_M9 2 0.000
#> HP1504101T2D_K9 1 0.000
#> HP1502401_O11 1 0.502
#> HP1502401_A3 3 0.000
#> HP1504101T2D_O8 4 1.000
#> HP1502401_F5 1 0.253
#> HP1502401_F2 1 0.498
#> HP1504101T2D_L16 1 1.000
#> HP1502401_I20 1 0.751
#> HP1504101T2D_P10 4 1.000
#> HP1502401_B12 1 0.249
#> HP1504101T2D_H10 1 1.000
#> HP1504101T2D_B23 1 1.000
#> HP1504101T2D_J10 1 0.498
#> HP1504101T2D_J12 1 0.498
#> HP1502401_C9 1 0.000
#> HP1504101T2D_A1 1 0.000
#> HP1504101T2D_I21 4 0.000
#> HP1504101T2D_O18 4 0.000
#> HP1502401_B2 1 0.751
#> HP1504101T2D_H16 1 0.249
#> HP1504101T2D_L20 1 0.249
#> HP1502401_L9 2 0.000
#> HP1502401_D9 1 0.253
#> HP1504101T2D_H19 1 0.751
#> HP1502401_A20 1 0.502
#> HP1502401_J16 2 1.000
#> HP1504101T2D_C7 1 0.249
#> HP1504101T2D_A9 1 1.000
#> HP1504101T2D_H13 4 0.000
#> HP1504101T2D_A22 4 0.000
#> HP1504101T2D_J4 4 0.000
#> HP1504101T2D_J17 1 1.000
#> HP1504101T2D_K7 1 0.000
#> HP1504101T2D_C8 4 0.000
#> HP1504101T2D_A3 1 1.000
#> HP1504101T2D_G20 1 0.751
#> HP1504101T2D_M22 1 0.253
#> HP1502401_G9 1 0.000
#> HP1502401_C22 4 0.000
#> HP1502401_E12 1 0.751
#> HP1502401_L24 1 0.502
#> HP1504101T2D_N18 1 0.000
#> HP1504101T2D_O5 4 0.000
#> HP1502401_F8 1 0.000
#> HP1502401_B9 1 0.000
#> HP1502401_M17 2 1.000
#> HP1504101T2D_D20 1 0.498
#> HP1504101T2D_K3 1 0.000
#> HP1504101T2D_D4 1 0.000
#> HP1504101T2D_M13 1 0.249
#> HP1504101T2D_K21 4 0.000
#> HP1504101T2D_F9 4 0.000
#> HP1504101T2D_I11 2 1.000
#> HP1504101T2D_A21 1 0.498
#> HP1504101T2D_C6 3 0.000
#> HP1504101T2D_J8 1 1.000
#> HP1502401_A5 1 0.751
#> HP1502401_N14 1 0.249
#> HP1504101T2D_C3 1 1.000
#> HP1504101T2D_P4 2 1.000
#> HP1502401_I19 2 1.000
#> HP1502401_C17 1 0.000
#> HP1504101T2D_E12 4 0.249
#> HP1504101T2D_A2 1 1.000
#> HP1504101T2D_K11 1 0.000
#> HP1504101T2D_E2 1 0.747
#> HP1504101T2D_N23 4 0.000
#> HP1504101T2D_A16 1 1.000
#> HP1502401_E18 1 1.000
#> HP1504101T2D_O17 4 0.249
#> HP1502401_C24 1 0.000
#> HP1504101T2D_M12 4 0.000
#> HP1504101T2D_D3 4 0.000
#> HP1504101T2D_F21 4 0.000
#> HP1504101T2D_K15 1 0.498
#> HP1502401_I17 1 0.000
#> HP1504101T2D_F24 4 0.000
#> HP1504101T2D_P20 4 0.000
#> HP1504101T2D_B14 4 0.000
#> HP1502401_F6 1 0.000
#> HP1502401_F1 1 0.253
#> HP1502401_C3 1 0.000
#> HP1504101T2D_H3 1 1.000
#> HP1504101T2D_O2 4 1.000
#> HP1504101T2D_A14 3 0.000
#> HP1504101T2D_I12 3 1.000
#> HP1502401_K7 1 0.249
#> HP1504101T2D_K14 2 1.000
#> HP1502401_J9 4 1.000
#> HP1504101T2D_F4 1 1.000
#> HP1504101T2D_G11 4 0.747
#> HP1504101T2D_G18 1 0.751
#> HP1504101T2D_O1 4 0.000
#> HP1502401_D15 1 0.249
#> HP1502401_H9 1 0.000
#> HP1502401_I10 2 1.000
#> AZ_A1 1 0.000
#> AZ_A3 4 0.000
#> AZ_B6 1 0.498
#> AZ_B4 3 0.000
#> AZ_A4 1 0.000
#> AZ_A5 2 1.000
#> AZ_C12 1 0.498
#> AZ_B7 4 0.000
#> AZ_A9 2 0.000
#> AZ_G12 1 1.000
#> AZ_F10 1 0.000
#> AZ_H4 2 1.000
#> AZ_E10 1 0.000
#> AZ_H8 1 0.502
#> AZ_G11 1 1.000
#> AZ_F3 2 1.000
#> AZ_E11 1 0.000
#> AZ_G7 1 0.751
#> AZ_G9 1 0.000
#> AZ_D10 4 1.000
#> AZ_E1 3 1.000
#> AZ_C7 4 0.000
#> AZ_H7 1 0.751
#> AZ_D1 1 0.249
#> AZ_G8 1 0.502
#> AZ_H3 2 1.000
#> AZ_F12 1 0.000
#> AZ_D11 1 0.000
#> AZ_F11 2 1.000
#> AZ_C6 1 1.000
#> AZ_E6 4 0.000
#> HP1508501T2D_E3 3 0.000
#> HP1508501T2D_C1 1 0.502
#> HP1508501T2D_O2 1 0.000
#> HP1508501T2D_E2 2 0.000
#> HP1508501T2D_M2 1 0.000
#> HP1508501T2D_C3 1 0.249
#> HP1508501T2D_A2 4 0.000
#> HP1508501T2D_A1 1 0.751
#> HP1508501T2D_D23 1 0.000
#> HP1508501T2D_K13 4 0.000
#> HP1508501T2D_N14 1 0.502
#> HP1508501T2D_D20 2 0.000
#> HP1508501T2D_I5 3 0.000
#> HP1508501T2D_C6 2 0.000
#> HP1508501T2D_K11 1 0.000
#> HP1508501T2D_G16 3 0.000
#> HP1508501T2D_L8 4 0.000
#> HP1508501T2D_L19 1 0.000
#> HP1508501T2D_H24 2 0.000
#> HP1508501T2D_D7 3 1.000
#> HP1508501T2D_O21 1 0.000
#> HP1508501T2D_L12 1 0.502
#> HP1508501T2D_P10 4 1.000
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#> HP1509101_G22 2 0.000
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#> HP1509101_D22 2 0.000
#> HP1509101_I11 2 1.000
#> HP1509101_M23 1 0.000
#> HP1509101_F20 1 0.000
#> HP1509101_E5 1 0.000
#> HP1509101_A12 1 0.253
#> HP1509101_M16 2 0.000
#> HP1509101_I10 2 0.000
#> HP1509101_B4 1 0.000
#> HP1509101_G18 2 0.000
#> HP1509101_O3 1 0.000
#> HP1509101_L3 2 0.000
#> HP1509101_D13 1 0.000
#> HP1509101_I22 2 0.000
#> HP1509101_F17 1 0.000
#> HP1509101_C9 1 0.000
#> HP1509101_A19 1 0.000
#> HP1509101_J17 1 0.000
#> HP1509101_N16 2 0.000
#> HP1509101_G4 2 0.249
#> HP1509101_O22 1 0.000
#> HP1509101_P22 2 0.000
#> HP1509101_N14 1 0.000
#> HP1509101_I15 1 0.000
#> HP1509101_D12 1 0.253
#> HP1509101_H6 1 0.000
#> HP1509101_L12 1 0.000
#> HP1509101_C23 2 0.000
#> HP1509101_L22 1 0.000
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#> HP1509101_P19 1 1.000
#> HP1509101_L9 4 0.751
#> HP1509101_E16 1 0.000
#> HP1509101_I20 1 0.000
#> HP1509101_K13 4 0.751
#> HP1509101_G15 2 1.000
#> HP1509101_L10 3 0.000
#> HP1509101_E12 1 0.000
#> HP1509101_B21 1 0.000
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#> HP1509101_J14 2 1.000
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#> HP1509101_C22 2 0.000
#> HP1509101_D24 1 0.000
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#> HP1509101_A11 3 0.000
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#> HP1509101_C5 1 0.000
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#> HP1509101_B11 2 0.000
#> HP1509101_K21 2 0.000
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#> HP1509101_I3 3 1.000
#> HP1509101_G20 2 0.751
#> HP1509101_J3 1 0.000
#> HP1509101_M11 1 0.000
#> HP1509101_B6 1 0.000
#> HP1509101_J18 2 0.249
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#> HP1509101_N1 2 0.502
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#> HP1509101_H14 2 0.000
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#> HP1509101_D9 3 0.751
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#> HP1509101_N11 3 0.000
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#> HP1509101_N21 2 0.747
#> HP1509101_K5 3 1.000
#> HP1509101_M6 1 0.000
#> HP1509101_I4 3 0.000
#> HP1509101_D3 1 0.000
#> HP1509101_I8 2 0.751
#> HP1509101_O10 3 0.000
#> HP1509101_J7 1 0.000
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#> HP1509101_N24 1 0.000
#> HP1509101_N5 2 0.000
#> HP1509101_K24 3 0.751
#> HP1509101_O5 1 0.000
#> HP1509101_A15 1 0.000
#> HP1509101_B13 2 0.249
#> HP1509101_A14 4 0.751
#> HP1509101_G8 2 0.249
#> HP1509101_O18 2 0.249
#> HP1509101_M17 1 0.000
#> HP1509101_E13 1 0.249
#> HP1509101_A10 4 1.000
#> HP1509101_J5 3 0.000
#> HP1509101_N23 2 0.000
#> HP1509101_K20 3 0.498
#> HP1509101_I16 2 0.000
#> HP1509101_A8 2 0.000
#> HP1509101_F6 1 0.000
#> HP1509101_D20 1 0.000
#> HP1509101_B5 1 0.000
#> HP1509101_C8 1 0.249
#> HP1509101_C21 2 0.000
#> HP1509101_J21 1 0.502
#> HP1509101_K17 3 0.751
#> HP1509101_M22 1 0.000
#> HP1509101_M20 1 0.000
#> HP1509101_H12 1 0.000
#> HP1509101_O19 2 0.502
#> HP1509101_P5 2 0.000
#> HP1509101_N6 2 0.000
#> HP1509101_N19 3 0.502
#> HP1509101_L21 4 1.000
#> HP1509101_O24 2 0.249
#> HP1509101_N22 3 0.253
#> HP1509101_G11 1 0.000
#> HP1509101_D11 1 0.000
#> HP1509101_A5 3 0.249
#> HP1509101_C7 1 0.751
#> HP1509101_P24 1 0.000
#> HP1509101_L14 2 0.000
#> HP1509101_C6 3 0.000
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#> HP1509101_D6 1 0.000
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#> HP1509101_O11 3 0.502
#> HP1509101_H15 4 1.000
#> HP1509101_D1 1 0.000
#> HP1509101_I18 2 0.000
#> HP1509101_A23 1 0.502
#> HP1509101_A20 2 0.000
#> HP1509101_M24 3 1.000
#> HP1509101_F5 1 0.000
#> HP1509101_B18 1 0.000
#> HP1509101_H5 3 0.249
#> HP1509101_M8 2 0.502
#> HP1509101_K3 1 0.249
#> HP1509101_H2 1 0.000
#> HP1509101_I13 3 0.000
#> HP1509101_J6 2 0.000
#> HP1509101_C14 1 0.000
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#> HP1509101_B15 1 0.000
#> HP1509101_K8 2 1.000
#> HP1509101_H4 1 0.000
#> HP1509101_E10 2 0.000
#> HP1509101_A6 1 0.000
#> HP1509101_C17 1 0.000
#> HP1509101_E9 2 0.253
#> HP1509101_K14 1 0.000
#> HP1509101_C19 3 1.000
#> HP1509101_A17 2 0.000
#> HP1509101_B3 1 0.000
#> HP1509101_I7 1 0.000
#> HP1509101_C16 1 0.249
#> HP1509101_P15 2 0.000
#> HP1509101_C15 1 0.000
#> HP1509101_L7 1 0.000
#> HP1509101_G13 1 0.000
#> HP1509101_C24 4 0.249
#> HP1509101_G17 2 0.000
#> HP1509101_D21 2 0.253
#> HP1509101_K23 3 0.502
#> HP1509101_K4 1 0.000
#> HP1509101_J1 1 0.498
#> HP1509101_L23 2 0.000
#> HP1509101_K18 3 0.751
#> HP1509101_L1 1 0.000
#> HP1504901_E22 1 0.253
#> HP1504901_C21 1 0.000
#> HP1504901_I20 3 0.000
#> HP1504901_M20 4 0.000
#> HP1504901_E19 1 1.000
#> HP1504901_I7 2 1.000
#> HP1504901_P2 1 0.751
#> HP1504901_L10 1 1.000
#> HP1504901_O15 1 0.000
#> HP1504901_J1 1 0.000
#> HP1504901_L2 4 1.000
#> HP1504901_L11 1 0.751
#> HP1504901_H23 1 0.751
#> HP1504901_G23 1 0.249
#> HP1504901_C20 1 0.249
#> HP1504901_A8 1 0.249
#> HP1504901_J11 1 1.000
#> HP1504901_C8 1 1.000
#> HP1504901_B12 1 0.751
#> HP1504901_H15 1 0.502
#> HP1504901_N11 1 0.751
#> HP1504901_K16 1 1.000
#> HP1504901_N3 1 0.502
#> HP1504901_J2 1 0.253
#> HP1504901_K9 1 0.249
#> HP1504901_P5 1 0.000
#> HP1504901_K21 1 1.000
#> HP1504901_E4 1 1.000
#> HP1504901_K3 1 0.000
#> HP1504901_M14 1 1.000
#> HP1504901_H3 1 0.253
#> HP1504901_M8 1 0.249
#> HP1504901_E8 1 1.000
#> HP1504901_B19 1 0.253
#> HP1504901_J16 1 0.000
#> HP1504901_K2 1 1.000
#> HP1504901_K10 1 0.249
#> HP1504901_M2 1 0.000
#> HP1504901_D19 1 1.000
#> HP1504901_C12 1 0.502
#> HP1504901_B5 1 1.000
#> HP1504901_M5 1 0.253
#> HP1504901_C4 1 0.000
#> HP1504901_E5 1 0.000
#> HP1504901_F7 1 0.253
#> HP1504901_K24 1 0.000
#> HP1504901_P8 1 0.000
#> HP1504901_O12 1 0.253
#> HP1504901_F13 2 1.000
#> HP1504901_E17 1 0.751
#> HP1504901_K11 1 0.000
#> HP1504901_G7 1 0.000
#> HP1504901_O19 1 1.000
#> HP1504901_C19 1 0.000
#> HP1504901_M16 4 0.747
#> HP1504901_C5 4 1.000
#> HP1504901_C24 1 1.000
#> HP1504901_O23 1 0.249
#> HP1504901_G5 1 0.253
#> HP1504901_K15 1 0.000
#> HP1504901_I1 1 0.000
#> HP1504901_A11 1 0.502
#> HP1504901_K1 2 1.000
#> HP1504901_N14 1 0.249
#> HP1504901_C15 1 0.751
#> HP1504901_L4 1 0.751
#> HP1504901_P19 1 0.000
#> HP1504901_A15 1 0.000
#> HP1504901_E7 1 0.249
#> HP1504901_L7 1 0.000
#> HP1504901_H13 1 1.000
#> HP1504901_J13 4 0.253
#> HP1504901_A13 1 1.000
#> HP1504901_L6 1 0.253
#> HP1504901_E11 1 0.747
#> HP1504901_P4 1 1.000
#> HP1504901_K13 1 1.000
#> HP1504901_M6 4 0.000
#> HP1504901_A7 1 1.000
#> HP1504901_A4 1 0.253
#> HP1504901_G1 1 1.000
#> HP1504901_A6 1 1.000
#> HP1504901_A17 1 0.498
#> HP1504901_C18 1 0.751
#> HP1504901_E1 1 0.000
#> HP1504901_A12 1 0.751
#> HP1504901_H20 1 1.000
#> HP1504901_M7 1 1.000
#> HP1504901_E3 1 0.249
#> HP1504901_H24 1 0.253
#> HP1504901_H7 1 0.000
#> HP1504901_O2 1 0.502
#> HP1504901_O22 1 0.502
#> HP1504901_C9 3 0.000
#> HP1504901_I15 1 0.253
#> HP1504901_L15 1 1.000
#> HP1504901_E20 3 0.000
#> HP1504901_M10 1 0.249
#> HP1504901_K4 1 0.249
#> HP1504901_P23 1 1.000
#> HP1504901_F22 1 0.000
#> HP1504901_L24 1 1.000
#> HP1504901_I9 1 0.000
#> HP1504901_L23 1 1.000
#> HP1504901_E12 2 0.751
#> HP1504901_I16 1 0.751
#> HP1504901_K17 1 0.502
#> HP1504901_K7 1 0.000
#> HP1504901_B17 1 0.000
#> HP1504901_O13 1 1.000
#> HP1504901_A18 1 0.751
#> HP1504901_H9 1 0.502
#> HP1504901_G14 1 0.000
#> HP1504901_C7 1 0.249
#> HP1504901_A24 1 0.000
#> HP1504901_I4 1 0.000
#> HP1504901_M22 1 0.502
#> HP1504901_J19 2 0.502
#> HP1504901_D10 1 0.751
#> HP1504901_A1 1 0.000
#> HP1504901_L19 4 0.000
#> HP1504901_I5 1 1.000
#> HP1504901_N20 1 0.253
#> HP1504901_I11 1 0.000
#> HP1504901_M17 1 0.000
#> HP1504901_J21 1 0.000
#> HP1504901_P1 1 0.000
#> HP1504901_J14 1 0.751
#> HP1504901_K8 1 0.249
#> HP1504901_H21 1 0.751
#> HP1504901_I6 1 0.253
#> HP1504901_E15 1 0.000
#> HP1504901_O3 1 0.000
#> HP1504901_F21 1 0.751
#> HP1504901_P24 1 0.000
#> HP1504901_C3 1 0.000
#> HP1504901_I14 1 0.249
#> HP1504901_M15 1 0.253
#> HP1504901_D20 1 0.249
#> HP1504901_C1 1 1.000
#> HP1504901_I12 2 1.000
#> HP1504901_P15 4 0.000
#> HP1504901_G22 4 0.000
#> HP1504901_P22 1 0.000
#> HP1504901_N10 1 0.249
#> HP1504901_P12 1 0.000
#> HP1504901_M9 1 0.249
#> HP1504901_E13 1 0.253
#> HP1504901_M13 1 1.000
#> HP1504901_N6 1 0.747
#> HP1504901_M23 1 1.000
#> HP1504901_P17 1 0.253
#> HP1504901_L21 4 0.751
#> HP1504901_D11 1 1.000
#> HP1504901_P6 1 0.000
#> HP1504901_C6 1 0.253
#> HP1504901_D3 1 0.751
#> HP1504901_L5 1 0.751
#> HP1504901_K18 1 1.000
#> HP1504901_D8 1 0.502
#> HP1504901_G17 1 0.502
#> HP1504901_M1 1 0.249
#> HP1504901_N4 1 0.751
#> HP1504901_A20 1 1.000
#> HP1504901_N5 1 0.000
#> HP1504901_C22 4 0.000
#> HP1526901T2D_K9 1 0.000
#> HP1526901T2D_A18 2 1.000
#> HP1525301T2D_G16 1 0.000
#> HP1525301T2D_P12 1 0.000
#> HP1525301T2D_N22 1 1.000
#> HP1525301T2D_M23 4 0.502
#> HP1525301T2D_B9 1 0.000
#> HP1525301T2D_A10 1 0.502
#> HP1525301T2D_F22 1 0.249
#> HP1526901T2D_M5 1 1.000
#> HP1525301T2D_F11 1 0.502
#> HP1526901T2D_C21 1 0.000
#> HP1525301T2D_J22 4 0.000
#> HP1525301T2D_K9 1 0.249
#> HP1525301T2D_C20 1 0.000
#> HP1525301T2D_D18 4 0.000
#> HP1526901T2D_J16 1 0.502
#> HP1526901T2D_D15 1 1.000
#> HP1526901T2D_G6 1 0.000
#> HP1525301T2D_I13 1 0.000
#> HP1525301T2D_P7 1 1.000
#> HP1525301T2D_D7 3 0.249
#> HP1526901T2D_G5 1 0.000
#> HP1525301T2D_D16 1 0.000
#> HP1525301T2D_C12 1 1.000
#> HP1525301T2D_K4 1 0.000
#> HP1525301T2D_F6 1 1.000
#> HP1525301T2D_H5 1 0.502
#> HP1525301T2D_D17 3 0.000
#> HP1526901T2D_F14 1 0.751
#> HP1526901T2D_P3 1 0.000
#> HP1525301T2D_M24 1 0.000
#> HP1526901T2D_B21 1 0.747
#> HP1525301T2D_E21 3 0.249
#> HP1525301T2D_E14 1 0.000
#> HP1525301T2D_B22 1 0.249
#> HP1526901T2D_P5 1 0.000
#> HP1525301T2D_K13 1 0.000
#> HP1525301T2D_A22 1 0.000
#> HP1525301T2D_A18 1 0.000
#> HP1526901T2D_E24 1 0.249
#> HP1525301T2D_N2 1 0.502
#> HP1526901T2D_G12 1 0.000
#> HP1526901T2D_L20 1 0.000
#> HP1525301T2D_O15 3 0.000
#> HP1526901T2D_B8 1 0.000
#> HP1526901T2D_J23 1 0.502
#> HP1526901T2D_B15 1 0.000
#> HP1525301T2D_M21 1 1.000
#> HP1526901T2D_M12 3 1.000
#> HP1525301T2D_J12 1 0.000
#> HP1526901T2D_M17 3 0.000
#> HP1526901T2D_C5 1 1.000
#> HP1525301T2D_L10 1 1.000
#> HP1525301T2D_A21 1 0.000
#> HP1526901T2D_E13 1 0.000
#> HP1526901T2D_H7 1 0.000
#> HP1526901T2D_P15 1 0.000
#> HP1526901T2D_J9 1 1.000
#> HP1526901T2D_B19 1 0.000
#> HP1525301T2D_A8 1 0.000
#> HP1526901T2D_N22 1 0.000
#> HP1526901T2D_D20 1 0.000
#> HP1526901T2D_B16 1 0.000
#> HP1526901T2D_I2 1 0.249
#> HP1526901T2D_H13 1 0.000
#> HP1525301T2D_D24 1 1.000
#> HP1525301T2D_A20 1 0.000
#> HP1525301T2D_B20 1 0.000
#> HP1525301T2D_G6 3 0.000
#> HP1525301T2D_L12 1 1.000
#> HP1525301T2D_L7 1 0.000
#> HP1526901T2D_F13 1 0.249
#> HP1525301T2D_M4 3 0.000
#> HP1525301T2D_F13 3 0.000
#> HP1525301T2D_L11 1 0.000
#> HP1525301T2D_A24 1 1.000
#> HP1525301T2D_A2 1 1.000
#> HP1525301T2D_E9 1 0.000
#> HP1526901T2D_L10 1 0.000
#> HP1525301T2D_F1 1 0.000
#> HP1526901T2D_G3 1 0.249
#> HP1525301T2D_O12 1 0.249
#> HP1525301T2D_H21 4 1.000
#> HP1526901T2D_M6 1 0.000
#> HP1525301T2D_H22 1 1.000
#> HP1526901T2D_O18 1 0.000
#> HP1525301T2D_D13 1 0.249
#> HP1526901T2D_P24 1 0.751
#> HP1525301T2D_I9 1 0.502
#> HP1525301T2D_M1 4 0.000
#> HP1525301T2D_E20 4 0.000
#> HP1525301T2D_K24 1 1.000
#> HP1525301T2D_B16 1 0.000
#> HP1526901T2D_K8 1 0.249
#> HP1526901T2D_K16 1 0.502
#> HP1525301T2D_G2 1 1.000
#> HP1525301T2D_M3 1 0.498
#> HP1526901T2D_H11 1 0.000
#> HP1526901T2D_D13 1 0.000
#> HP1525301T2D_L21 1 0.000
#> HP1526901T2D_D24 3 0.000
#> HP1525301T2D_N17 1 1.000
#> HP1526901T2D_P6 1 0.000
#> HP1525301T2D_O21 1 1.000
#> HP1526901T2D_E12 1 0.502
#> HP1525301T2D_L3 4 0.000
#> HP1525301T2D_D5 2 1.000
#> HP1525301T2D_H4 4 0.000
#> HP1525301T2D_F14 1 0.249
#> HP1526901T2D_E4 2 1.000
#> HP1525301T2D_D23 2 1.000
#> HP1526901T2D_C9 1 1.000
#> HP1526901T2D_K13 3 0.000
#> HP1525301T2D_H13 1 1.000
#> HP1526901T2D_N24 1 1.000
#> HP1526901T2D_J10 1 0.000
#> HP1526901T2D_B2 1 0.000
#> HP1526901T2D_H1 1 0.000
#> HP1526901T2D_M9 1 0.000
#> HP1526901T2D_J7 1 0.253
#> HP1526901T2D_M10 1 0.000
#> HP1525301T2D_J24 1 1.000
#> HP1526901T2D_E17 2 1.000
#> HP1525301T2D_P10 1 1.000
#> HP1525301T2D_F18 1 0.249
#> HP1525301T2D_G12 4 1.000
#> HP1526901T2D_O16 1 0.000
#> HP1526901T2D_L18 1 0.000
#> HP1526901T2D_G15 1 0.000
#> HP1526901T2D_K5 1 0.000
#> HP1526901T2D_N5 2 1.000
#> HP1525301T2D_F17 1 0.000
#> HP1525301T2D_M19 3 0.000
#> HP1525301T2D_B19 1 1.000
#> HP1526901T2D_C12 1 0.751
#> HP1525301T2D_O8 4 1.000
#> HP1525301T2D_L19 1 1.000
#> HP1526901T2D_L8 1 0.000
#> HP1526901T2D_M11 1 0.000
#> HP1525301T2D_J11 1 0.000
#> HP1525301T2D_D20 1 0.249
#> HP1526901T2D_O20 1 1.000
#> HP1526901T2D_J15 1 0.000
#> HP1526901T2D_D23 1 0.000
#> HP1526901T2D_C7 2 1.000
#> HP1525301T2D_C18 1 0.000
#> HP1526901T2D_B22 1 0.000
#> HP1525301T2D_M18 1 0.000
#> HP1526901T2D_D11 1 0.000
#> HP1525301T2D_O4 1 0.253
#> HP1526901T2D_L22 1 0.000
#> HP1525301T2D_F20 2 0.751
#> HP1525301T2D_N15 4 0.000
#> HP1525301T2D_K20 1 0.249
#> HP1525301T2D_G24 1 0.502
#> HP1525301T2D_H15 1 0.000
#> HP1525301T2D_J3 1 0.000
#> HP1526901T2D_L9 1 0.000
#> HP1526901T2D_P16 1 0.000
#> HP1526901T2D_G20 1 0.000
#> HP1526901T2D_E7 1 0.000
#> HP1525301T2D_F9 1 0.000
#> HP1525301T2D_E6 4 1.000
#> HP1525301T2D_P3 1 0.249
#> HP1525301T2D_I20 1 0.000
#> HP1526901T2D_F11 1 0.000
#> HP1525301T2D_B17 2 1.000
#> HP1526901T2D_D6 1 0.000
#> HP1525301T2D_N19 2 0.249
#> HP1526901T2D_F6 1 1.000
#> HP1525301T2D_A23 1 1.000
#> HP1525301T2D_B2 1 0.000
#> HP1526901T2D_N17 1 0.253
#> HP1525301T2D_I14 1 0.000
#> HP1525301T2D_E4 2 0.000
#> HP1525301T2D_J6 1 1.000
#> HP1525301T2D_E10 1 1.000
#> HP1525301T2D_A4 4 0.502
#> HP1525301T2D_G7 1 0.000
#> HP1525301T2D_E18 1 0.000
#> HP1525301T2D_O19 1 0.000
#> HP1526901T2D_H15 1 0.000
#> HP1526901T2D_C18 1 0.000
#> HP1525301T2D_L18 1 0.751
#> HP1525301T2D_O10 4 0.000
#> HP1526901T2D_I23 1 0.000
#> HP1526901T2D_O11 1 0.249
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 877 2.76e-02 9.29e-09 3.13e-09 2
#> ATC:skmeans 897 3.18e-10 4.51e-05 9.12e-06 3
#> ATC:skmeans 780 4.10e-11 2.13e-09 9.56e-12 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node01. Child nodes: Node0121-leaf , Node0122 , Node0123-leaf , Node0131-leaf , Node0132-leaf , Node0211 , Node0212 , Node0213-leaf , Node0221 , Node0222 , Node0223 , Node0231 , Node0232 , Node0233 , Node0241 , Node0242 , Node0243 .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["012"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11971 rows and 275 columns.
#> Top rows (1197) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 3.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.988 0.995 0.502 0.499 0.499
#> 3 3 1.000 0.986 0.994 0.288 0.799 0.618
#> 4 4 0.812 0.882 0.907 0.111 0.898 0.726
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 3
#> attr(,"optional")
#> [1] 2
There is also optional best \(k\) = 2 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1502401_H13 1 0.000 0.9937 1.00 0.00
#> HP1502401_D13 2 0.000 0.9961 0.00 1.00
#> HP1502401_F4 2 0.000 0.9961 0.00 1.00
#> HP1502401_M18 2 0.000 0.9961 0.00 1.00
#> HP1504101T2D_M17 1 0.000 0.9937 1.00 0.00
#> HP1504101T2D_F5 2 0.000 0.9961 0.00 1.00
#> HP1502401_H10 2 0.000 0.9961 0.00 1.00
#> HP1504101T2D_D1 2 0.000 0.9961 0.00 1.00
#> HP1504101T2D_E13 1 0.000 0.9937 1.00 0.00
#> HP1502401_F11 2 0.402 0.9133 0.08 0.92
#> HP1504101T2D_J6 2 0.000 0.9961 0.00 1.00
#> HP1502401_D11 1 0.000 0.9937 1.00 0.00
#> HP1502401_O9 1 0.000 0.9937 1.00 0.00
#> HP1502401_N11 2 0.000 0.9961 0.00 1.00
#> HP1502401_M9 1 0.000 0.9937 1.00 0.00
#> HP1504101T2D_I21 2 0.000 0.9961 0.00 1.00
#> HP1502401_L9 2 0.000 0.9961 0.00 1.00
#> HP1502401_J16 1 0.000 0.9937 1.00 0.00
#> HP1502401_M17 1 0.000 0.9937 1.00 0.00
#> HP1504101T2D_I11 2 0.000 0.9961 0.00 1.00
#> HP1504101T2D_P4 2 0.000 0.9961 0.00 1.00
#> HP1502401_I19 1 0.000 0.9937 1.00 0.00
#> HP1504101T2D_K14 2 0.000 0.9961 0.00 1.00
#> HP1502401_I10 1 0.000 0.9937 1.00 0.00
#> AZ_A5 1 0.000 0.9937 1.00 0.00
#> AZ_A9 1 0.000 0.9937 1.00 0.00
#> AZ_H4 1 0.000 0.9937 1.00 0.00
#> AZ_F3 1 0.000 0.9937 1.00 0.00
#> AZ_E1 1 0.000 0.9937 1.00 0.00
#> AZ_H3 1 0.000 0.9937 1.00 0.00
#> AZ_F11 1 0.000 0.9937 1.00 0.00
#> HP1508501T2D_E2 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_D20 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_C6 1 0.000 0.9937 1.00 0.00
#> HP1508501T2D_H24 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_B9 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_A6 1 0.000 0.9937 1.00 0.00
#> HP1508501T2D_G9 1 0.000 0.9937 1.00 0.00
#> HP1508501T2D_C7 1 0.000 0.9937 1.00 0.00
#> HP1508501T2D_N19 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_B19 1 0.000 0.9937 1.00 0.00
#> HP1508501T2D_M11 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_P5 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_A16 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_G5 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_A7 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_O10 1 0.141 0.9744 0.98 0.02
#> HP1508501T2D_P12 1 0.000 0.9937 1.00 0.00
#> HP1508501T2D_G8 1 0.000 0.9937 1.00 0.00
#> HP1508501T2D_H9 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_C21 1 0.000 0.9937 1.00 0.00
#> HP1508501T2D_G21 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_D12 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_F5 1 0.000 0.9937 1.00 0.00
#> HP1508501T2D_A4 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_F23 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_D11 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_N5 1 0.000 0.9937 1.00 0.00
#> HP1508501T2D_O6 1 0.000 0.9937 1.00 0.00
#> HP1508501T2D_E21 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_J19 1 0.000 0.9937 1.00 0.00
#> HP1508501T2D_C17 2 0.000 0.9961 0.00 1.00
#> HP1508501T2D_E16 2 0.000 0.9961 0.00 1.00
#> HP1506401_G3 2 0.000 0.9961 0.00 1.00
#> HP1506401_E3 2 0.000 0.9961 0.00 1.00
#> HP1506401_N7 1 0.000 0.9937 1.00 0.00
#> HP1506401_D21 1 0.000 0.9937 1.00 0.00
#> HP1506401_F7 1 0.000 0.9937 1.00 0.00
#> HP1506401_C18 1 0.000 0.9937 1.00 0.00
#> HP1506401_J19 2 0.000 0.9961 0.00 1.00
#> HP1506401_L19 1 0.000 0.9937 1.00 0.00
#> HP1506401_A18 1 0.000 0.9937 1.00 0.00
#> HP1506401_C12 2 0.000 0.9961 0.00 1.00
#> HP1506401_N21 1 0.000 0.9937 1.00 0.00
#> HP1506401_A13 1 0.000 0.9937 1.00 0.00
#> HP1506401_J18 2 0.000 0.9961 0.00 1.00
#> HP1506401_E20 1 0.000 0.9937 1.00 0.00
#> HP1506401_F21 2 0.000 0.9961 0.00 1.00
#> HP1506401_K18 1 0.000 0.9937 1.00 0.00
#> HP1506401_L22 1 0.000 0.9937 1.00 0.00
#> HP1506401_D10 1 0.000 0.9937 1.00 0.00
#> HP1506401_C15 2 0.000 0.9961 0.00 1.00
#> HP1506401_P17 2 0.000 0.9961 0.00 1.00
#> HP1506401_P19 2 0.000 0.9961 0.00 1.00
#> HP1506401_K22 2 0.000 0.9961 0.00 1.00
#> HP1506401_N19 2 0.000 0.9961 0.00 1.00
#> HP1506401_G9 2 0.000 0.9961 0.00 1.00
#> HP1506401_K15 1 0.141 0.9744 0.98 0.02
#> HP1506401_A20 2 0.000 0.9961 0.00 1.00
#> HP1506401_A15 2 0.000 0.9961 0.00 1.00
#> HP1506401_G20 2 0.000 0.9961 0.00 1.00
#> HP1506401_M17 2 0.000 0.9961 0.00 1.00
#> HP1506401_L5 2 0.000 0.9961 0.00 1.00
#> HP1506401_P15 1 0.000 0.9937 1.00 0.00
#> HP1506401_N11 2 0.000 0.9961 0.00 1.00
#> HP1506401_I16 2 0.000 0.9961 0.00 1.00
#> HP1506401_I3 1 0.000 0.9937 1.00 0.00
#> HP1506401_E9 2 0.000 0.9961 0.00 1.00
#> HP1506401_E4 1 0.000 0.9937 1.00 0.00
#> HP1506401_D18 2 0.000 0.9961 0.00 1.00
#> HP1506401_E11 2 0.000 0.9961 0.00 1.00
#> HP1506401_M14 2 0.000 0.9961 0.00 1.00
#> HP1506401_E21 2 0.000 0.9961 0.00 1.00
#> HP1506401_E19 1 0.000 0.9937 1.00 0.00
#> HP1506401_M10 1 0.000 0.9937 1.00 0.00
#> HP1506401_B18 2 0.000 0.9961 0.00 1.00
#> HP1506401_B20 1 0.000 0.9937 1.00 0.00
#> HP1506401_H19 2 0.000 0.9961 0.00 1.00
#> HP1507101_O2 2 0.000 0.9961 0.00 1.00
#> HP1507101_E3 2 0.000 0.9961 0.00 1.00
#> HP1507101_G3 2 0.000 0.9961 0.00 1.00
#> HP1507101_O1 2 0.000 0.9961 0.00 1.00
#> HP1507101_L22 2 0.000 0.9961 0.00 1.00
#> HP1507101_L15 1 0.000 0.9937 1.00 0.00
#> HP1507101_L11 2 0.000 0.9961 0.00 1.00
#> HP1507101_A16 2 0.000 0.9961 0.00 1.00
#> HP1507101_L24 2 0.000 0.9961 0.00 1.00
#> HP1507101_M16 1 0.000 0.9937 1.00 0.00
#> HP1507101_A14 2 0.000 0.9961 0.00 1.00
#> HP1507101_H7 2 0.000 0.9961 0.00 1.00
#> HP1507101_I15 1 0.000 0.9937 1.00 0.00
#> HP1507101_L5 2 0.000 0.9961 0.00 1.00
#> HP1507101_O6 2 0.000 0.9961 0.00 1.00
#> HP1507101_N22 1 0.000 0.9937 1.00 0.00
#> HP1507101_H24 1 0.000 0.9937 1.00 0.00
#> HP1507101_N24 1 0.000 0.9937 1.00 0.00
#> HP1507101_E24 2 0.000 0.9961 0.00 1.00
#> HP1507101_C24 2 0.000 0.9961 0.00 1.00
#> HP1507101_C7 2 0.000 0.9961 0.00 1.00
#> HP1507101_G22 1 0.000 0.9937 1.00 0.00
#> HP1507101_C18 2 0.000 0.9961 0.00 1.00
#> HP1507101_K8 1 0.000 0.9937 1.00 0.00
#> HP1507101_G19 1 0.000 0.9937 1.00 0.00
#> HP1507101_K5 2 0.000 0.9961 0.00 1.00
#> HP1507101_O18 1 0.000 0.9937 1.00 0.00
#> HP1507101_L23 2 0.000 0.9961 0.00 1.00
#> HP1507101_K3 2 0.000 0.9961 0.00 1.00
#> HP1507101_L10 2 0.000 0.9961 0.00 1.00
#> HP1507101_G23 1 0.141 0.9744 0.98 0.02
#> HP1507101_A6 2 0.000 0.9961 0.00 1.00
#> HP1507101_M6 1 0.000 0.9937 1.00 0.00
#> HP1507101_L19 2 0.000 0.9961 0.00 1.00
#> HP1507101_A5 2 0.000 0.9961 0.00 1.00
#> HP1507101_K22 1 0.000 0.9937 1.00 0.00
#> HP1507101_K17 2 0.327 0.9358 0.06 0.94
#> HP1507101_G13 1 0.000 0.9937 1.00 0.00
#> HP1507101_P23 1 0.999 0.0743 0.52 0.48
#> HP1507101_H21 2 0.000 0.9961 0.00 1.00
#> HP1507101_E21 1 0.000 0.9937 1.00 0.00
#> HP1507101_K15 1 0.327 0.9323 0.94 0.06
#> HP1507101_C11 1 0.000 0.9937 1.00 0.00
#> HP1507101_E14 2 0.000 0.9961 0.00 1.00
#> HP1507101_A13 1 0.000 0.9937 1.00 0.00
#> HP1507101_I19 1 0.000 0.9937 1.00 0.00
#> HP1507101_J21 1 0.000 0.9937 1.00 0.00
#> HP1507101_M22 2 0.000 0.9961 0.00 1.00
#> HP1507101_L17 1 0.855 0.6108 0.72 0.28
#> HP1507101_B10 2 0.000 0.9961 0.00 1.00
#> HP1507101_F5 2 0.000 0.9961 0.00 1.00
#> HP1507101_O14 1 0.000 0.9937 1.00 0.00
#> HP1507101_C6 1 0.000 0.9937 1.00 0.00
#> HP1507101_K13 2 0.000 0.9961 0.00 1.00
#> HP1507101_E9 2 0.000 0.9961 0.00 1.00
#> HP1507101_F23 2 0.000 0.9961 0.00 1.00
#> HP1507101_P20 1 0.000 0.9937 1.00 0.00
#> HP1507101_E16 2 0.000 0.9961 0.00 1.00
#> HP1507101_F21 2 0.000 0.9961 0.00 1.00
#> HP1507101_G15 2 0.000 0.9961 0.00 1.00
#> HP1507101_E23 1 0.000 0.9937 1.00 0.00
#> HP1507101_P8 1 0.000 0.9937 1.00 0.00
#> HP1509101_E3 1 0.000 0.9937 1.00 0.00
#> HP1509101_O1 1 0.000 0.9937 1.00 0.00
#> HP1509101_D5 2 0.760 0.7184 0.22 0.78
#> HP1509101_J22 2 0.000 0.9961 0.00 1.00
#> HP1509101_K19 2 0.000 0.9961 0.00 1.00
#> HP1509101_J16 2 0.327 0.9360 0.06 0.94
#> HP1509101_P4 2 0.000 0.9961 0.00 1.00
#> HP1509101_B8 1 0.000 0.9937 1.00 0.00
#> HP1509101_M14 1 0.000 0.9937 1.00 0.00
#> HP1509101_K15 2 0.000 0.9961 0.00 1.00
#> HP1509101_F8 1 0.000 0.9937 1.00 0.00
#> HP1509101_L17 2 0.000 0.9961 0.00 1.00
#> HP1509101_L6 1 0.000 0.9937 1.00 0.00
#> HP1509101_H19 1 0.000 0.9937 1.00 0.00
#> HP1509101_J11 1 0.000 0.9937 1.00 0.00
#> HP1509101_I5 2 0.000 0.9961 0.00 1.00
#> HP1509101_K22 2 0.000 0.9961 0.00 1.00
#> HP1509101_H17 1 0.000 0.9937 1.00 0.00
#> HP1509101_F13 2 0.000 0.9961 0.00 1.00
#> HP1509101_D15 1 0.000 0.9937 1.00 0.00
#> HP1509101_H7 2 0.000 0.9961 0.00 1.00
#> HP1509101_O7 1 0.000 0.9937 1.00 0.00
#> HP1509101_F18 2 0.000 0.9961 0.00 1.00
#> HP1509101_P14 2 0.000 0.9961 0.00 1.00
#> HP1509101_F1 2 0.000 0.9961 0.00 1.00
#> HP1509101_N15 1 0.000 0.9937 1.00 0.00
#> HP1509101_G22 2 0.000 0.9961 0.00 1.00
#> HP1509101_D22 2 0.000 0.9961 0.00 1.00
#> HP1509101_I11 1 0.000 0.9937 1.00 0.00
#> HP1509101_M16 1 0.000 0.9937 1.00 0.00
#> HP1509101_I10 2 0.000 0.9961 0.00 1.00
#> HP1509101_G18 2 0.000 0.9961 0.00 1.00
#> HP1509101_L3 1 0.000 0.9937 1.00 0.00
#> HP1509101_I22 1 0.000 0.9937 1.00 0.00
#> HP1509101_N16 1 0.000 0.9937 1.00 0.00
#> HP1509101_G4 1 0.000 0.9937 1.00 0.00
#> HP1509101_P22 1 0.000 0.9937 1.00 0.00
#> HP1509101_C23 2 0.000 0.9961 0.00 1.00
#> HP1509101_G15 1 0.000 0.9937 1.00 0.00
#> HP1509101_J14 1 0.000 0.9937 1.00 0.00
#> HP1509101_G9 2 0.000 0.9961 0.00 1.00
#> HP1509101_C22 2 0.000 0.9961 0.00 1.00
#> HP1509101_E19 2 0.000 0.9961 0.00 1.00
#> HP1509101_O23 1 0.000 0.9937 1.00 0.00
#> HP1509101_E24 2 0.327 0.9361 0.06 0.94
#> HP1509101_B11 1 0.000 0.9937 1.00 0.00
#> HP1509101_K21 1 0.000 0.9937 1.00 0.00
#> HP1509101_G20 1 0.000 0.9937 1.00 0.00
#> HP1509101_J18 1 0.000 0.9937 1.00 0.00
#> HP1509101_N1 1 0.000 0.9937 1.00 0.00
#> HP1509101_H14 1 0.000 0.9937 1.00 0.00
#> HP1509101_J23 2 0.000 0.9961 0.00 1.00
#> HP1509101_O20 1 0.000 0.9937 1.00 0.00
#> HP1509101_P10 1 0.000 0.9937 1.00 0.00
#> HP1509101_L16 2 0.000 0.9961 0.00 1.00
#> HP1509101_N21 1 0.000 0.9937 1.00 0.00
#> HP1509101_K5 1 0.000 0.9937 1.00 0.00
#> HP1509101_I8 2 0.000 0.9961 0.00 1.00
#> HP1509101_K7 1 0.000 0.9937 1.00 0.00
#> HP1509101_N5 1 0.000 0.9937 1.00 0.00
#> HP1509101_B13 1 0.000 0.9937 1.00 0.00
#> HP1509101_G8 1 0.000 0.9937 1.00 0.00
#> HP1509101_O18 1 0.000 0.9937 1.00 0.00
#> HP1509101_N23 2 0.000 0.9961 0.00 1.00
#> HP1509101_I16 1 0.000 0.9937 1.00 0.00
#> HP1509101_A8 1 0.000 0.9937 1.00 0.00
#> HP1509101_C21 2 0.000 0.9961 0.00 1.00
#> HP1509101_O19 2 0.000 0.9961 0.00 1.00
#> HP1509101_P5 1 0.000 0.9937 1.00 0.00
#> HP1509101_N6 1 0.000 0.9937 1.00 0.00
#> HP1509101_O24 2 0.000 0.9961 0.00 1.00
#> HP1509101_L14 1 0.000 0.9937 1.00 0.00
#> HP1509101_C6 1 0.000 0.9937 1.00 0.00
#> HP1509101_I18 1 0.000 0.9937 1.00 0.00
#> HP1509101_A20 1 0.000 0.9937 1.00 0.00
#> HP1509101_M24 1 0.000 0.9937 1.00 0.00
#> HP1509101_M8 1 0.000 0.9937 1.00 0.00
#> HP1509101_J6 1 0.000 0.9937 1.00 0.00
#> HP1509101_K8 1 0.000 0.9937 1.00 0.00
#> HP1509101_E10 1 0.000 0.9937 1.00 0.00
#> HP1509101_E9 2 0.000 0.9961 0.00 1.00
#> HP1509101_A17 1 0.000 0.9937 1.00 0.00
#> HP1509101_P15 1 0.000 0.9937 1.00 0.00
#> HP1509101_G17 2 0.000 0.9961 0.00 1.00
#> HP1509101_D21 2 0.000 0.9961 0.00 1.00
#> HP1509101_L23 2 0.000 0.9961 0.00 1.00
#> HP1504901_I7 1 0.000 0.9937 1.00 0.00
#> HP1504901_F13 1 0.000 0.9937 1.00 0.00
#> HP1504901_K1 2 0.000 0.9961 0.00 1.00
#> HP1504901_E12 1 0.000 0.9937 1.00 0.00
#> HP1504901_J19 1 0.000 0.9937 1.00 0.00
#> HP1504901_I12 1 0.000 0.9937 1.00 0.00
#> HP1504901_L21 1 0.000 0.9937 1.00 0.00
#> HP1526901T2D_A18 1 0.000 0.9937 1.00 0.00
#> HP1526901T2D_M12 2 0.242 0.9574 0.04 0.96
#> HP1525301T2D_D5 1 0.000 0.9937 1.00 0.00
#> HP1526901T2D_E4 2 0.000 0.9961 0.00 1.00
#> HP1525301T2D_D23 2 0.000 0.9961 0.00 1.00
#> HP1526901T2D_E17 1 0.000 0.9937 1.00 0.00
#> HP1526901T2D_N5 2 0.000 0.9961 0.00 1.00
#> HP1526901T2D_C7 1 0.000 0.9937 1.00 0.00
#> HP1525301T2D_F20 1 0.000 0.9937 1.00 0.00
#> HP1525301T2D_B17 1 0.000 0.9937 1.00 0.00
#> HP1525301T2D_N19 2 0.000 0.9961 0.00 1.00
#> HP1525301T2D_E4 1 0.000 0.9937 1.00 0.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1502401_H13 1 0.0000 0.994 1.00 0.00 0.00
#> HP1502401_D13 2 0.0000 0.995 0.00 1.00 0.00
#> HP1502401_F4 2 0.0000 0.995 0.00 1.00 0.00
#> HP1502401_M18 2 0.0000 0.995 0.00 1.00 0.00
#> HP1504101T2D_M17 1 0.0000 0.994 1.00 0.00 0.00
#> HP1504101T2D_F5 2 0.0000 0.995 0.00 1.00 0.00
#> HP1502401_H10 2 0.0000 0.995 0.00 1.00 0.00
#> HP1504101T2D_D1 2 0.0000 0.995 0.00 1.00 0.00
#> HP1504101T2D_E13 1 0.0000 0.994 1.00 0.00 0.00
#> HP1502401_F11 2 0.0000 0.995 0.00 1.00 0.00
#> HP1504101T2D_J6 2 0.0000 0.995 0.00 1.00 0.00
#> HP1502401_D11 3 0.0000 0.992 0.00 0.00 1.00
#> HP1502401_O9 1 0.0000 0.994 1.00 0.00 0.00
#> HP1502401_N11 2 0.0000 0.995 0.00 1.00 0.00
#> HP1502401_M9 1 0.0000 0.994 1.00 0.00 0.00
#> HP1504101T2D_I21 2 0.0000 0.995 0.00 1.00 0.00
#> HP1502401_L9 2 0.0000 0.995 0.00 1.00 0.00
#> HP1502401_J16 1 0.0000 0.994 1.00 0.00 0.00
#> HP1502401_M17 1 0.0000 0.994 1.00 0.00 0.00
#> HP1504101T2D_I11 2 0.0000 0.995 0.00 1.00 0.00
#> HP1504101T2D_P4 2 0.0000 0.995 0.00 1.00 0.00
#> HP1502401_I19 1 0.0000 0.994 1.00 0.00 0.00
#> HP1504101T2D_K14 2 0.0000 0.995 0.00 1.00 0.00
#> HP1502401_I10 1 0.0000 0.994 1.00 0.00 0.00
#> AZ_A5 3 0.0000 0.992 0.00 0.00 1.00
#> AZ_A9 1 0.0000 0.994 1.00 0.00 0.00
#> AZ_H4 1 0.0000 0.994 1.00 0.00 0.00
#> AZ_F3 1 0.0000 0.994 1.00 0.00 0.00
#> AZ_E1 1 0.0000 0.994 1.00 0.00 0.00
#> AZ_H3 1 0.0000 0.994 1.00 0.00 0.00
#> AZ_F11 1 0.0000 0.994 1.00 0.00 0.00
#> HP1508501T2D_E2 2 0.0000 0.995 0.00 1.00 0.00
#> HP1508501T2D_D20 2 0.0000 0.995 0.00 1.00 0.00
#> HP1508501T2D_C6 3 0.0000 0.992 0.00 0.00 1.00
#> HP1508501T2D_H24 2 0.0000 0.995 0.00 1.00 0.00
#> HP1508501T2D_B9 2 0.0000 0.995 0.00 1.00 0.00
#> HP1508501T2D_A6 1 0.0000 0.994 1.00 0.00 0.00
#> HP1508501T2D_G9 1 0.0000 0.994 1.00 0.00 0.00
#> HP1508501T2D_C7 1 0.0000 0.994 1.00 0.00 0.00
#> HP1508501T2D_N19 3 0.0000 0.992 0.00 0.00 1.00
#> HP1508501T2D_B19 3 0.0000 0.992 0.00 0.00 1.00
#> HP1508501T2D_M11 3 0.0000 0.992 0.00 0.00 1.00
#> HP1508501T2D_P5 2 0.0000 0.995 0.00 1.00 0.00
#> HP1508501T2D_A16 2 0.0000 0.995 0.00 1.00 0.00
#> HP1508501T2D_G5 2 0.0000 0.995 0.00 1.00 0.00
#> HP1508501T2D_A7 3 0.0000 0.992 0.00 0.00 1.00
#> HP1508501T2D_O10 1 0.0892 0.972 0.98 0.02 0.00
#> HP1508501T2D_P12 3 0.0000 0.992 0.00 0.00 1.00
#> HP1508501T2D_G8 1 0.0000 0.994 1.00 0.00 0.00
#> HP1508501T2D_H9 3 0.0000 0.992 0.00 0.00 1.00
#> HP1508501T2D_C21 3 0.0000 0.992 0.00 0.00 1.00
#> HP1508501T2D_G21 2 0.0000 0.995 0.00 1.00 0.00
#> HP1508501T2D_D12 2 0.0000 0.995 0.00 1.00 0.00
#> HP1508501T2D_F5 1 0.0000 0.994 1.00 0.00 0.00
#> HP1508501T2D_A4 2 0.0000 0.995 0.00 1.00 0.00
#> HP1508501T2D_F23 2 0.0000 0.995 0.00 1.00 0.00
#> HP1508501T2D_D11 2 0.0000 0.995 0.00 1.00 0.00
#> HP1508501T2D_N5 1 0.0000 0.994 1.00 0.00 0.00
#> HP1508501T2D_O6 1 0.0000 0.994 1.00 0.00 0.00
#> HP1508501T2D_E21 2 0.0000 0.995 0.00 1.00 0.00
#> HP1508501T2D_J19 3 0.0000 0.992 0.00 0.00 1.00
#> HP1508501T2D_C17 2 0.0000 0.995 0.00 1.00 0.00
#> HP1508501T2D_E16 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_G3 2 0.0000 0.995 0.00 1.00 0.00
#> HP1506401_E3 2 0.0000 0.995 0.00 1.00 0.00
#> HP1506401_N7 1 0.0000 0.994 1.00 0.00 0.00
#> HP1506401_D21 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_F7 1 0.4555 0.746 0.80 0.00 0.20
#> HP1506401_C18 1 0.0000 0.994 1.00 0.00 0.00
#> HP1506401_J19 2 0.0000 0.995 0.00 1.00 0.00
#> HP1506401_L19 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_A18 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_C12 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_N21 3 0.5948 0.437 0.36 0.00 0.64
#> HP1506401_A13 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_J18 2 0.0000 0.995 0.00 1.00 0.00
#> HP1506401_E20 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_F21 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_K18 1 0.0000 0.994 1.00 0.00 0.00
#> HP1506401_L22 1 0.0000 0.994 1.00 0.00 0.00
#> HP1506401_D10 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_C15 2 0.0000 0.995 0.00 1.00 0.00
#> HP1506401_P17 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_P19 2 0.0000 0.995 0.00 1.00 0.00
#> HP1506401_K22 2 0.0000 0.995 0.00 1.00 0.00
#> HP1506401_N19 2 0.0000 0.995 0.00 1.00 0.00
#> HP1506401_G9 2 0.0000 0.995 0.00 1.00 0.00
#> HP1506401_K15 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_A20 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_A15 2 0.0000 0.995 0.00 1.00 0.00
#> HP1506401_G20 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_M17 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_L5 2 0.0000 0.995 0.00 1.00 0.00
#> HP1506401_P15 1 0.0000 0.994 1.00 0.00 0.00
#> HP1506401_N11 2 0.0000 0.995 0.00 1.00 0.00
#> HP1506401_I16 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_I3 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_E9 2 0.0000 0.995 0.00 1.00 0.00
#> HP1506401_E4 1 0.0000 0.994 1.00 0.00 0.00
#> HP1506401_D18 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_E11 2 0.0000 0.995 0.00 1.00 0.00
#> HP1506401_M14 2 0.0000 0.995 0.00 1.00 0.00
#> HP1506401_E21 2 0.0000 0.995 0.00 1.00 0.00
#> HP1506401_E19 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_M10 1 0.0000 0.994 1.00 0.00 0.00
#> HP1506401_B18 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_B20 3 0.0000 0.992 0.00 0.00 1.00
#> HP1506401_H19 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_O2 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_E3 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_G3 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_O1 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_L22 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_L15 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_L11 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_A16 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_L24 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_M16 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_A14 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_H7 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_I15 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_L5 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_O6 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_N22 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_H24 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_N24 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_E24 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_C24 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_C7 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_G22 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_C18 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_K8 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_G19 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_K5 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_O18 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_L23 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_K3 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_L10 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_G23 1 0.5835 0.483 0.66 0.34 0.00
#> HP1507101_A6 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_M6 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_L19 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_A5 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_K22 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_K17 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_G13 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_P23 2 0.1529 0.949 0.04 0.96 0.00
#> HP1507101_H21 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_E21 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_K15 2 0.6192 0.270 0.42 0.58 0.00
#> HP1507101_C11 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_E14 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_A13 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_I19 1 0.1529 0.949 0.96 0.04 0.00
#> HP1507101_J21 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_M22 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_L17 3 0.0000 0.992 0.00 0.00 1.00
#> HP1507101_B10 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_F5 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_O14 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_C6 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_K13 3 0.0000 0.992 0.00 0.00 1.00
#> HP1507101_E9 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_F23 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_P20 1 0.0000 0.994 1.00 0.00 0.00
#> HP1507101_E16 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_F21 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_G15 2 0.0000 0.995 0.00 1.00 0.00
#> HP1507101_E23 3 0.2959 0.885 0.10 0.00 0.90
#> HP1507101_P8 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_E3 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_O1 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_D5 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_J22 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_K19 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_J16 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_P4 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_B8 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_M14 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_K15 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_F8 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_L17 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_L6 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_H19 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_J11 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_I5 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_K22 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_H17 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_F13 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_D15 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_H7 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_O7 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_F18 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_P14 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_F1 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_N15 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_G22 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_D22 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_I11 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_M16 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_I10 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_G18 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_L3 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_I22 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_N16 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_G4 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_P22 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_C23 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_G15 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_J14 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_G9 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_C22 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_E19 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_O23 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_E24 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_B11 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_K21 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_G20 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_J18 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_N1 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_H14 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_J23 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_O20 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_P10 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_L16 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_N21 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_K5 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_I8 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_K7 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_N5 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_B13 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_G8 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_O18 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_N23 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_I16 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_A8 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_C21 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_O19 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_P5 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_N6 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_O24 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_L14 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_C6 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_I18 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_A20 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_M24 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_M8 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_J6 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_K8 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_E10 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_E9 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_A17 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_P15 1 0.0000 0.994 1.00 0.00 0.00
#> HP1509101_G17 2 0.0000 0.995 0.00 1.00 0.00
#> HP1509101_D21 3 0.0000 0.992 0.00 0.00 1.00
#> HP1509101_L23 2 0.0000 0.995 0.00 1.00 0.00
#> HP1504901_I7 1 0.0000 0.994 1.00 0.00 0.00
#> HP1504901_F13 1 0.0000 0.994 1.00 0.00 0.00
#> HP1504901_K1 2 0.0000 0.995 0.00 1.00 0.00
#> HP1504901_E12 1 0.0000 0.994 1.00 0.00 0.00
#> HP1504901_J19 1 0.0892 0.972 0.98 0.02 0.00
#> HP1504901_I12 1 0.0000 0.994 1.00 0.00 0.00
#> HP1504901_L21 1 0.0000 0.994 1.00 0.00 0.00
#> HP1526901T2D_A18 1 0.0000 0.994 1.00 0.00 0.00
#> HP1526901T2D_M12 3 0.0000 0.992 0.00 0.00 1.00
#> HP1525301T2D_D5 3 0.0000 0.992 0.00 0.00 1.00
#> HP1526901T2D_E4 2 0.0000 0.995 0.00 1.00 0.00
#> HP1525301T2D_D23 2 0.0000 0.995 0.00 1.00 0.00
#> HP1526901T2D_E17 3 0.0000 0.992 0.00 0.00 1.00
#> HP1526901T2D_N5 3 0.0000 0.992 0.00 0.00 1.00
#> HP1526901T2D_C7 1 0.0000 0.994 1.00 0.00 0.00
#> HP1525301T2D_F20 1 0.0000 0.994 1.00 0.00 0.00
#> HP1525301T2D_B17 1 0.0000 0.994 1.00 0.00 0.00
#> HP1525301T2D_N19 2 0.0000 0.995 0.00 1.00 0.00
#> HP1525301T2D_E4 3 0.0000 0.992 0.00 0.00 1.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1502401_H13 1 0.3975 0.930 0.76 0.00 0.00 0.24
#> HP1502401_D13 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1502401_F4 2 0.4134 0.819 0.26 0.74 0.00 0.00
#> HP1502401_M18 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1504101T2D_M17 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1504101T2D_F5 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1502401_H10 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1504101T2D_D1 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1504101T2D_E13 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1502401_F11 2 0.4522 0.761 0.32 0.68 0.00 0.00
#> HP1504101T2D_J6 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1502401_D11 4 0.4277 0.632 0.00 0.00 0.28 0.72
#> HP1502401_O9 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1502401_N11 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1502401_M9 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1504101T2D_I21 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1502401_L9 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1502401_J16 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1502401_M17 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1504101T2D_I11 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1504101T2D_P4 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1502401_I19 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1504101T2D_K14 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1502401_I10 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> AZ_A5 3 0.0707 0.976 0.00 0.00 0.98 0.02
#> AZ_A9 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> AZ_H4 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> AZ_F3 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> AZ_E1 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> AZ_H3 1 0.3975 0.930 0.76 0.00 0.00 0.24
#> AZ_F11 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1508501T2D_E2 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1508501T2D_D20 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1508501T2D_C6 4 0.4277 0.632 0.00 0.00 0.28 0.72
#> HP1508501T2D_H24 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1508501T2D_B9 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1508501T2D_A6 4 0.4948 -0.367 0.44 0.00 0.00 0.56
#> HP1508501T2D_G9 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1508501T2D_C7 1 0.3975 0.930 0.76 0.00 0.00 0.24
#> HP1508501T2D_N19 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1508501T2D_B19 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1508501T2D_M11 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1508501T2D_P5 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1508501T2D_A16 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1508501T2D_G5 2 0.3610 0.851 0.20 0.80 0.00 0.00
#> HP1508501T2D_A7 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1508501T2D_O10 1 0.0000 0.691 1.00 0.00 0.00 0.00
#> HP1508501T2D_P12 3 0.0707 0.976 0.00 0.00 0.98 0.02
#> HP1508501T2D_G8 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1508501T2D_H9 3 0.0707 0.979 0.00 0.00 0.98 0.02
#> HP1508501T2D_C21 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1508501T2D_G21 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1508501T2D_D12 2 0.4134 0.819 0.26 0.74 0.00 0.00
#> HP1508501T2D_F5 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1508501T2D_A4 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1508501T2D_F23 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1508501T2D_D11 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1508501T2D_N5 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1508501T2D_O6 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1508501T2D_E21 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1508501T2D_J19 4 0.4277 0.632 0.00 0.00 0.28 0.72
#> HP1508501T2D_C17 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1508501T2D_E16 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1506401_G3 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1506401_E3 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1506401_N7 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1506401_D21 4 0.4277 0.632 0.00 0.00 0.28 0.72
#> HP1506401_F7 4 0.1211 0.828 0.00 0.00 0.04 0.96
#> HP1506401_C18 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1506401_J19 2 0.3172 0.866 0.16 0.84 0.00 0.00
#> HP1506401_L19 4 0.4277 0.632 0.00 0.00 0.28 0.72
#> HP1506401_A18 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1506401_C12 3 0.0707 0.979 0.00 0.00 0.98 0.02
#> HP1506401_N21 4 0.1637 0.819 0.00 0.00 0.06 0.94
#> HP1506401_A13 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1506401_J18 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1506401_E20 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1506401_F21 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1506401_K18 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1506401_L22 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1506401_D10 4 0.4277 0.632 0.00 0.00 0.28 0.72
#> HP1506401_C15 2 0.1211 0.906 0.04 0.96 0.00 0.00
#> HP1506401_P17 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1506401_P19 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1506401_K22 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1506401_N19 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1506401_G9 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1506401_K15 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1506401_A20 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1506401_A15 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1506401_G20 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1506401_M17 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1506401_L5 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1506401_P15 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1506401_N11 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1506401_I16 3 0.0707 0.979 0.00 0.00 0.98 0.02
#> HP1506401_I3 4 0.4277 0.632 0.00 0.00 0.28 0.72
#> HP1506401_E9 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1506401_E4 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1506401_D18 3 0.0707 0.979 0.00 0.00 0.98 0.02
#> HP1506401_E11 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1506401_M14 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1506401_E21 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1506401_E19 4 0.4277 0.632 0.00 0.00 0.28 0.72
#> HP1506401_M10 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1506401_B18 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1506401_B20 4 0.4277 0.632 0.00 0.00 0.28 0.72
#> HP1506401_H19 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1507101_O2 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1507101_E3 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1507101_G3 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1507101_O1 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1507101_L22 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1507101_L15 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1507101_L11 2 0.2647 0.881 0.12 0.88 0.00 0.00
#> HP1507101_A16 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1507101_L24 2 0.3801 0.842 0.22 0.78 0.00 0.00
#> HP1507101_M16 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1507101_A14 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1507101_H7 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1507101_I15 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1507101_L5 2 0.0707 0.911 0.02 0.98 0.00 0.00
#> HP1507101_O6 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1507101_N22 1 0.3975 0.930 0.76 0.00 0.00 0.24
#> HP1507101_H24 1 0.3975 0.930 0.76 0.00 0.00 0.24
#> HP1507101_N24 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1507101_E24 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1507101_C24 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1507101_C7 2 0.1211 0.906 0.04 0.96 0.00 0.00
#> HP1507101_G22 1 0.3975 0.930 0.76 0.00 0.00 0.24
#> HP1507101_C18 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1507101_K8 1 0.3975 0.930 0.76 0.00 0.00 0.24
#> HP1507101_G19 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1507101_K5 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1507101_O18 1 0.3172 0.858 0.84 0.00 0.00 0.16
#> HP1507101_L23 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1507101_K3 2 0.2011 0.894 0.08 0.92 0.00 0.00
#> HP1507101_L10 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1507101_G23 1 0.0707 0.666 0.98 0.02 0.00 0.00
#> HP1507101_A6 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1507101_M6 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1507101_L19 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1507101_A5 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1507101_K22 1 0.3975 0.930 0.76 0.00 0.00 0.24
#> HP1507101_K17 2 0.4472 0.660 0.22 0.76 0.00 0.02
#> HP1507101_G13 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1507101_P23 1 0.0707 0.666 0.98 0.02 0.00 0.00
#> HP1507101_H21 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1507101_E21 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1507101_K15 1 0.0707 0.666 0.98 0.02 0.00 0.00
#> HP1507101_C11 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1507101_E14 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1507101_A13 1 0.0000 0.691 1.00 0.00 0.00 0.00
#> HP1507101_I19 1 0.0000 0.691 1.00 0.00 0.00 0.00
#> HP1507101_J21 1 0.3975 0.930 0.76 0.00 0.00 0.24
#> HP1507101_M22 2 0.4134 0.819 0.26 0.74 0.00 0.00
#> HP1507101_L17 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1507101_B10 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1507101_F5 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1507101_O14 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1507101_C6 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1507101_K13 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1507101_E9 2 0.4277 0.802 0.28 0.72 0.00 0.00
#> HP1507101_F23 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1507101_P20 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1507101_E16 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1507101_F21 2 0.0707 0.911 0.02 0.98 0.00 0.00
#> HP1507101_G15 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1507101_E23 4 0.3975 0.674 0.00 0.00 0.24 0.76
#> HP1507101_P8 1 0.3975 0.930 0.76 0.00 0.00 0.24
#> HP1509101_E3 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1509101_O1 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_D5 1 0.0707 0.666 0.98 0.02 0.00 0.00
#> HP1509101_J22 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1509101_K19 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1509101_J16 2 0.4713 0.710 0.36 0.64 0.00 0.00
#> HP1509101_P4 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1509101_B8 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_M14 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1509101_K15 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1509101_F8 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1509101_L17 2 0.4134 0.819 0.26 0.74 0.00 0.00
#> HP1509101_L6 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_H19 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_J11 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1509101_I5 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1509101_K22 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1509101_H17 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1509101_F13 2 0.3801 0.842 0.22 0.78 0.00 0.00
#> HP1509101_D15 1 0.3975 0.930 0.76 0.00 0.00 0.24
#> HP1509101_H7 2 0.4134 0.819 0.26 0.74 0.00 0.00
#> HP1509101_O7 1 0.0707 0.712 0.98 0.00 0.00 0.02
#> HP1509101_F18 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1509101_P14 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1509101_F1 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1509101_N15 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_G22 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1509101_D22 2 0.4134 0.819 0.26 0.74 0.00 0.00
#> HP1509101_I11 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_M16 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1509101_I10 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1509101_G18 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1509101_L3 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1509101_I22 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_N16 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_G4 4 0.4277 0.632 0.00 0.00 0.28 0.72
#> HP1509101_P22 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1509101_C23 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1509101_G15 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_J14 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1509101_G9 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1509101_C22 2 0.2647 0.881 0.12 0.88 0.00 0.00
#> HP1509101_E19 2 0.4134 0.819 0.26 0.74 0.00 0.00
#> HP1509101_O23 1 0.3975 0.930 0.76 0.00 0.00 0.24
#> HP1509101_E24 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1509101_B11 1 0.2647 0.817 0.88 0.00 0.00 0.12
#> HP1509101_K21 1 0.0000 0.691 1.00 0.00 0.00 0.00
#> HP1509101_G20 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_J18 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_N1 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_H14 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_J23 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1509101_O20 1 0.3975 0.930 0.76 0.00 0.00 0.24
#> HP1509101_P10 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_L16 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1509101_N21 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_K5 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1509101_I8 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1509101_K7 1 0.3975 0.930 0.76 0.00 0.00 0.24
#> HP1509101_N5 1 0.3975 0.930 0.76 0.00 0.00 0.24
#> HP1509101_B13 1 0.0000 0.691 1.00 0.00 0.00 0.00
#> HP1509101_G8 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_O18 1 0.0000 0.691 1.00 0.00 0.00 0.00
#> HP1509101_N23 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1509101_I16 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1509101_A8 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1509101_C21 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1509101_O19 2 0.3975 0.832 0.24 0.76 0.00 0.00
#> HP1509101_P5 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1509101_N6 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1509101_O24 2 0.4134 0.819 0.26 0.74 0.00 0.00
#> HP1509101_L14 1 0.0000 0.691 1.00 0.00 0.00 0.00
#> HP1509101_C6 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1509101_I18 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_A20 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_M24 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_M8 1 0.3975 0.930 0.76 0.00 0.00 0.24
#> HP1509101_J6 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_K8 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_E10 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1509101_E9 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1509101_A17 4 0.4277 0.632 0.00 0.00 0.28 0.72
#> HP1509101_P15 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1509101_G17 2 0.0000 0.914 0.00 1.00 0.00 0.00
#> HP1509101_D21 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1509101_L23 2 0.4134 0.819 0.26 0.74 0.00 0.00
#> HP1504901_I7 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1504901_F13 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1504901_K1 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1504901_E12 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1504901_J19 1 0.4797 0.903 0.72 0.02 0.00 0.26
#> HP1504901_I12 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1504901_L21 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1526901T2D_A18 1 0.4134 0.938 0.74 0.00 0.00 0.26
#> HP1526901T2D_M12 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1525301T2D_D5 3 0.0000 0.996 0.00 0.00 1.00 0.00
#> HP1526901T2D_E4 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1525301T2D_D23 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1526901T2D_E17 4 0.4277 0.632 0.00 0.00 0.28 0.72
#> HP1526901T2D_N5 3 0.0707 0.979 0.00 0.00 0.98 0.02
#> HP1526901T2D_C7 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1525301T2D_F20 1 0.3400 0.877 0.82 0.00 0.00 0.18
#> HP1525301T2D_B17 4 0.0707 0.838 0.02 0.00 0.00 0.98
#> HP1525301T2D_N19 2 0.0707 0.909 0.00 0.98 0.00 0.02
#> HP1525301T2D_E4 4 0.4277 0.632 0.00 0.00 0.28 0.72
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 274 1.93e-04 0.1611 2.62e-01 2
#> ATC:skmeans 272 6.59e-25 0.0737 5.44e-05 3
#> ATC:skmeans 274 1.53e-33 0.1047 2.11e-05 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node012. Child nodes: Node01221-leaf , Node01222-leaf , Node02111 , Node02112 , Node02121 , Node02122 , Node02211 , Node02212-leaf , Node02213-leaf , Node02221 , Node02222 , Node02223-leaf , Node02231-leaf , Node02232-leaf , Node02233-leaf , Node02234-leaf , Node02311-leaf , Node02312 , Node02313-leaf , Node02321-leaf , Node02322-leaf , Node02323-leaf , Node02324-leaf , Node02331-leaf , Node02332-leaf , Node02411-leaf , Node02412-leaf , Node02421-leaf , Node02422 , Node02423-leaf , Node02431-leaf , Node02432-leaf , Node02433-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["0122"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11545 rows and 108 columns.
#> Top rows (1154) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 2.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.968 0.987 0.360 0.651 0.651
#> 3 3 0.790 0.881 0.946 0.793 0.691 0.529
#> 4 4 0.867 0.852 0.933 0.165 0.827 0.554
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 2
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1502401_D13 1 0.000 0.985 1.00 0.00
#> HP1502401_F4 1 0.000 0.985 1.00 0.00
#> HP1502401_M18 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_F5 2 0.000 0.992 0.00 1.00
#> HP1502401_H10 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_D1 1 0.000 0.985 1.00 0.00
#> HP1502401_F11 1 0.000 0.985 1.00 0.00
#> HP1504101T2D_J6 2 0.000 0.992 0.00 1.00
#> HP1502401_N11 1 0.990 0.222 0.56 0.44
#> HP1504101T2D_I21 2 0.000 0.992 0.00 1.00
#> HP1502401_L9 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_I11 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_P4 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_K14 2 0.000 0.992 0.00 1.00
#> HP1508501T2D_E2 2 0.680 0.775 0.18 0.82
#> HP1508501T2D_D20 1 0.795 0.685 0.76 0.24
#> HP1508501T2D_H24 1 0.000 0.985 1.00 0.00
#> HP1508501T2D_B9 1 0.000 0.985 1.00 0.00
#> HP1508501T2D_P5 1 0.000 0.985 1.00 0.00
#> HP1508501T2D_A16 1 0.000 0.985 1.00 0.00
#> HP1508501T2D_G5 1 0.000 0.985 1.00 0.00
#> HP1508501T2D_G21 1 0.000 0.985 1.00 0.00
#> HP1508501T2D_D12 1 0.000 0.985 1.00 0.00
#> HP1508501T2D_A4 1 0.000 0.985 1.00 0.00
#> HP1508501T2D_F23 1 0.634 0.806 0.84 0.16
#> HP1508501T2D_D11 1 0.000 0.985 1.00 0.00
#> HP1508501T2D_E21 1 0.000 0.985 1.00 0.00
#> HP1508501T2D_C17 1 0.958 0.395 0.62 0.38
#> HP1506401_G3 1 0.000 0.985 1.00 0.00
#> HP1506401_E3 2 0.000 0.992 0.00 1.00
#> HP1506401_J19 1 0.000 0.985 1.00 0.00
#> HP1506401_J18 2 0.000 0.992 0.00 1.00
#> HP1506401_C15 1 0.000 0.985 1.00 0.00
#> HP1506401_P19 1 0.000 0.985 1.00 0.00
#> HP1506401_K22 1 0.000 0.985 1.00 0.00
#> HP1506401_N19 1 0.000 0.985 1.00 0.00
#> HP1506401_G9 1 0.000 0.985 1.00 0.00
#> HP1506401_A15 1 0.000 0.985 1.00 0.00
#> HP1506401_L5 1 0.000 0.985 1.00 0.00
#> HP1506401_N11 1 0.000 0.985 1.00 0.00
#> HP1506401_E9 2 0.000 0.992 0.00 1.00
#> HP1506401_E11 1 0.000 0.985 1.00 0.00
#> HP1506401_M14 2 0.000 0.992 0.00 1.00
#> HP1506401_E21 2 0.000 0.992 0.00 1.00
#> HP1506401_H19 2 0.000 0.992 0.00 1.00
#> HP1507101_O2 2 0.000 0.992 0.00 1.00
#> HP1507101_E3 1 0.000 0.985 1.00 0.00
#> HP1507101_G3 1 0.000 0.985 1.00 0.00
#> HP1507101_O1 1 0.000 0.985 1.00 0.00
#> HP1507101_L22 1 0.000 0.985 1.00 0.00
#> HP1507101_L11 1 0.000 0.985 1.00 0.00
#> HP1507101_A16 1 0.000 0.985 1.00 0.00
#> HP1507101_L24 1 0.000 0.985 1.00 0.00
#> HP1507101_A14 1 0.000 0.985 1.00 0.00
#> HP1507101_H7 1 0.000 0.985 1.00 0.00
#> HP1507101_L5 1 0.000 0.985 1.00 0.00
#> HP1507101_O6 2 0.000 0.992 0.00 1.00
#> HP1507101_E24 1 0.000 0.985 1.00 0.00
#> HP1507101_C24 1 0.000 0.985 1.00 0.00
#> HP1507101_C7 1 0.000 0.985 1.00 0.00
#> HP1507101_C18 1 0.000 0.985 1.00 0.00
#> HP1507101_K5 1 0.000 0.985 1.00 0.00
#> HP1507101_L23 1 0.000 0.985 1.00 0.00
#> HP1507101_K3 1 0.000 0.985 1.00 0.00
#> HP1507101_L10 1 0.000 0.985 1.00 0.00
#> HP1507101_A6 1 0.000 0.985 1.00 0.00
#> HP1507101_L19 1 0.000 0.985 1.00 0.00
#> HP1507101_A5 1 0.000 0.985 1.00 0.00
#> HP1507101_K17 2 0.000 0.992 0.00 1.00
#> HP1507101_P23 1 0.000 0.985 1.00 0.00
#> HP1507101_H21 2 0.000 0.992 0.00 1.00
#> HP1507101_K15 1 0.000 0.985 1.00 0.00
#> HP1507101_E14 1 0.000 0.985 1.00 0.00
#> HP1507101_M22 1 0.000 0.985 1.00 0.00
#> HP1507101_B10 1 0.000 0.985 1.00 0.00
#> HP1507101_F5 1 0.000 0.985 1.00 0.00
#> HP1507101_E9 1 0.000 0.985 1.00 0.00
#> HP1507101_F23 1 0.000 0.985 1.00 0.00
#> HP1507101_E16 1 0.000 0.985 1.00 0.00
#> HP1507101_F21 1 0.000 0.985 1.00 0.00
#> HP1507101_G15 1 0.000 0.985 1.00 0.00
#> HP1509101_D5 1 0.000 0.985 1.00 0.00
#> HP1509101_J16 1 0.000 0.985 1.00 0.00
#> HP1509101_P4 1 0.000 0.985 1.00 0.00
#> HP1509101_L17 1 0.000 0.985 1.00 0.00
#> HP1509101_I5 1 0.000 0.985 1.00 0.00
#> HP1509101_K22 1 0.000 0.985 1.00 0.00
#> HP1509101_F13 1 0.000 0.985 1.00 0.00
#> HP1509101_H7 1 0.000 0.985 1.00 0.00
#> HP1509101_F1 1 0.000 0.985 1.00 0.00
#> HP1509101_G22 1 0.000 0.985 1.00 0.00
#> HP1509101_D22 1 0.000 0.985 1.00 0.00
#> HP1509101_I10 1 0.000 0.985 1.00 0.00
#> HP1509101_G18 1 0.000 0.985 1.00 0.00
#> HP1509101_C23 1 0.000 0.985 1.00 0.00
#> HP1509101_G9 1 0.000 0.985 1.00 0.00
#> HP1509101_C22 1 0.000 0.985 1.00 0.00
#> HP1509101_E19 1 0.000 0.985 1.00 0.00
#> HP1509101_I8 1 0.000 0.985 1.00 0.00
#> HP1509101_N23 1 0.000 0.985 1.00 0.00
#> HP1509101_O19 1 0.000 0.985 1.00 0.00
#> HP1509101_O24 1 0.000 0.985 1.00 0.00
#> HP1509101_G17 1 0.000 0.985 1.00 0.00
#> HP1509101_L23 1 0.000 0.985 1.00 0.00
#> HP1504901_K1 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_E4 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_D23 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_N19 2 0.000 0.992 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1502401_D13 1 0.0000 0.900 1.00 0.00 0.00
#> HP1502401_F4 1 0.5016 0.740 0.76 0.00 0.24
#> HP1502401_M18 2 0.0000 0.991 0.00 1.00 0.00
#> HP1504101T2D_F5 2 0.0000 0.991 0.00 1.00 0.00
#> HP1502401_H10 2 0.0000 0.991 0.00 1.00 0.00
#> HP1504101T2D_D1 3 0.0000 0.955 0.00 0.00 1.00
#> HP1502401_F11 1 0.0000 0.900 1.00 0.00 0.00
#> HP1504101T2D_J6 2 0.0000 0.991 0.00 1.00 0.00
#> HP1502401_N11 1 0.5817 0.752 0.80 0.10 0.10
#> HP1504101T2D_I21 2 0.0000 0.991 0.00 1.00 0.00
#> HP1502401_L9 2 0.0000 0.991 0.00 1.00 0.00
#> HP1504101T2D_I11 2 0.0000 0.991 0.00 1.00 0.00
#> HP1504101T2D_P4 2 0.0000 0.991 0.00 1.00 0.00
#> HP1504101T2D_K14 2 0.0000 0.991 0.00 1.00 0.00
#> HP1508501T2D_E2 3 0.0000 0.955 0.00 0.00 1.00
#> HP1508501T2D_D20 1 0.5858 0.729 0.74 0.02 0.24
#> HP1508501T2D_H24 3 0.0892 0.936 0.02 0.00 0.98
#> HP1508501T2D_B9 1 0.6244 0.354 0.56 0.00 0.44
#> HP1508501T2D_P5 1 0.5560 0.653 0.70 0.00 0.30
#> HP1508501T2D_A16 3 0.0000 0.955 0.00 0.00 1.00
#> HP1508501T2D_G5 1 0.0000 0.900 1.00 0.00 0.00
#> HP1508501T2D_G21 3 0.0000 0.955 0.00 0.00 1.00
#> HP1508501T2D_D12 1 0.0000 0.900 1.00 0.00 0.00
#> HP1508501T2D_A4 1 0.0000 0.900 1.00 0.00 0.00
#> HP1508501T2D_F23 3 0.0000 0.955 0.00 0.00 1.00
#> HP1508501T2D_D11 3 0.0000 0.955 0.00 0.00 1.00
#> HP1508501T2D_E21 3 0.0000 0.955 0.00 0.00 1.00
#> HP1508501T2D_C17 1 0.0000 0.900 1.00 0.00 0.00
#> HP1506401_G3 3 0.0000 0.955 0.00 0.00 1.00
#> HP1506401_E3 2 0.0000 0.991 0.00 1.00 0.00
#> HP1506401_J19 1 0.0000 0.900 1.00 0.00 0.00
#> HP1506401_J18 2 0.0000 0.991 0.00 1.00 0.00
#> HP1506401_C15 1 0.0000 0.900 1.00 0.00 0.00
#> HP1506401_P19 3 0.0000 0.955 0.00 0.00 1.00
#> HP1506401_K22 3 0.0000 0.955 0.00 0.00 1.00
#> HP1506401_N19 1 0.2066 0.867 0.94 0.00 0.06
#> HP1506401_G9 1 0.0000 0.900 1.00 0.00 0.00
#> HP1506401_A15 1 0.4291 0.749 0.82 0.00 0.18
#> HP1506401_L5 1 0.0000 0.900 1.00 0.00 0.00
#> HP1506401_N11 1 0.0000 0.900 1.00 0.00 0.00
#> HP1506401_E9 2 0.1529 0.953 0.00 0.96 0.04
#> HP1506401_E11 1 0.4291 0.802 0.82 0.00 0.18
#> HP1506401_M14 2 0.0000 0.991 0.00 1.00 0.00
#> HP1506401_E21 2 0.0000 0.991 0.00 1.00 0.00
#> HP1506401_H19 2 0.0000 0.991 0.00 1.00 0.00
#> HP1507101_O2 2 0.0000 0.991 0.00 1.00 0.00
#> HP1507101_E3 3 0.0000 0.955 0.00 0.00 1.00
#> HP1507101_G3 3 0.0000 0.955 0.00 0.00 1.00
#> HP1507101_O1 3 0.0000 0.955 0.00 0.00 1.00
#> HP1507101_L22 1 0.0000 0.900 1.00 0.00 0.00
#> HP1507101_L11 3 0.0000 0.955 0.00 0.00 1.00
#> HP1507101_A16 3 0.0000 0.955 0.00 0.00 1.00
#> HP1507101_L24 1 0.0000 0.900 1.00 0.00 0.00
#> HP1507101_A14 1 0.4796 0.767 0.78 0.00 0.22
#> HP1507101_H7 3 0.0000 0.955 0.00 0.00 1.00
#> HP1507101_L5 3 0.0000 0.955 0.00 0.00 1.00
#> HP1507101_O6 2 0.0000 0.991 0.00 1.00 0.00
#> HP1507101_E24 3 0.0000 0.955 0.00 0.00 1.00
#> HP1507101_C24 3 0.6302 -0.116 0.48 0.00 0.52
#> HP1507101_C7 1 0.0000 0.900 1.00 0.00 0.00
#> HP1507101_C18 3 0.0000 0.955 0.00 0.00 1.00
#> HP1507101_K5 3 0.0000 0.955 0.00 0.00 1.00
#> HP1507101_L23 3 0.4291 0.745 0.18 0.00 0.82
#> HP1507101_K3 3 0.0000 0.955 0.00 0.00 1.00
#> HP1507101_L10 3 0.0000 0.955 0.00 0.00 1.00
#> HP1507101_A6 1 0.0000 0.900 1.00 0.00 0.00
#> HP1507101_L19 3 0.0000 0.955 0.00 0.00 1.00
#> HP1507101_A5 1 0.0000 0.900 1.00 0.00 0.00
#> HP1507101_K17 2 0.0000 0.991 0.00 1.00 0.00
#> HP1507101_P23 1 0.4002 0.817 0.84 0.00 0.16
#> HP1507101_H21 2 0.0000 0.991 0.00 1.00 0.00
#> HP1507101_K15 1 0.0000 0.900 1.00 0.00 0.00
#> HP1507101_E14 1 0.0000 0.900 1.00 0.00 0.00
#> HP1507101_M22 1 0.0000 0.900 1.00 0.00 0.00
#> HP1507101_B10 3 0.0000 0.955 0.00 0.00 1.00
#> HP1507101_F5 3 0.0000 0.955 0.00 0.00 1.00
#> HP1507101_E9 1 0.4002 0.817 0.84 0.00 0.16
#> HP1507101_F23 1 0.0000 0.900 1.00 0.00 0.00
#> HP1507101_E16 3 0.6126 0.339 0.40 0.00 0.60
#> HP1507101_F21 3 0.0000 0.955 0.00 0.00 1.00
#> HP1507101_G15 1 0.4291 0.802 0.82 0.00 0.18
#> HP1509101_D5 1 0.4291 0.802 0.82 0.00 0.18
#> HP1509101_J16 1 0.0000 0.900 1.00 0.00 0.00
#> HP1509101_P4 3 0.0000 0.955 0.00 0.00 1.00
#> HP1509101_L17 1 0.0000 0.900 1.00 0.00 0.00
#> HP1509101_I5 1 0.6280 0.288 0.54 0.00 0.46
#> HP1509101_K22 1 0.4796 0.763 0.78 0.00 0.22
#> HP1509101_F13 1 0.4291 0.802 0.82 0.00 0.18
#> HP1509101_H7 1 0.0000 0.900 1.00 0.00 0.00
#> HP1509101_F1 3 0.0000 0.955 0.00 0.00 1.00
#> HP1509101_G22 3 0.5706 0.446 0.32 0.00 0.68
#> HP1509101_D22 1 0.0000 0.900 1.00 0.00 0.00
#> HP1509101_I10 3 0.0000 0.955 0.00 0.00 1.00
#> HP1509101_G18 3 0.0000 0.955 0.00 0.00 1.00
#> HP1509101_C23 1 0.0000 0.900 1.00 0.00 0.00
#> HP1509101_G9 1 0.0000 0.900 1.00 0.00 0.00
#> HP1509101_C22 3 0.0000 0.955 0.00 0.00 1.00
#> HP1509101_E19 1 0.4555 0.784 0.80 0.00 0.20
#> HP1509101_I8 1 0.1529 0.885 0.96 0.00 0.04
#> HP1509101_N23 1 0.0000 0.900 1.00 0.00 0.00
#> HP1509101_O19 1 0.6192 0.405 0.58 0.00 0.42
#> HP1509101_O24 1 0.0000 0.900 1.00 0.00 0.00
#> HP1509101_G17 3 0.0000 0.955 0.00 0.00 1.00
#> HP1509101_L23 1 0.0000 0.900 1.00 0.00 0.00
#> HP1504901_K1 2 0.0000 0.991 0.00 1.00 0.00
#> HP1526901T2D_E4 2 0.0000 0.991 0.00 1.00 0.00
#> HP1525301T2D_D23 2 0.4002 0.820 0.16 0.84 0.00
#> HP1525301T2D_N19 2 0.0000 0.991 0.00 1.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1502401_D13 1 0.0000 0.9186 1.00 0.00 0.00 0.00
#> HP1502401_F4 4 0.0707 0.8755 0.02 0.00 0.00 0.98
#> HP1502401_M18 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1504101T2D_F5 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1502401_H10 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1504101T2D_D1 3 0.3975 0.6496 0.00 0.00 0.76 0.24
#> HP1502401_F11 1 0.2921 0.8250 0.86 0.00 0.00 0.14
#> HP1504101T2D_J6 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1502401_N11 4 0.7217 0.4305 0.28 0.06 0.06 0.60
#> HP1504101T2D_I21 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1502401_L9 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1504101T2D_I11 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1504101T2D_P4 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1504101T2D_K14 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1508501T2D_E2 3 0.0707 0.9264 0.00 0.00 0.98 0.02
#> HP1508501T2D_D20 4 0.0000 0.8687 0.00 0.00 0.00 1.00
#> HP1508501T2D_H24 4 0.4790 0.3941 0.00 0.00 0.38 0.62
#> HP1508501T2D_B9 4 0.0000 0.8687 0.00 0.00 0.00 1.00
#> HP1508501T2D_P5 4 0.2335 0.8322 0.06 0.00 0.02 0.92
#> HP1508501T2D_A16 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1508501T2D_G5 1 0.0000 0.9186 1.00 0.00 0.00 0.00
#> HP1508501T2D_G21 3 0.2011 0.8775 0.00 0.00 0.92 0.08
#> HP1508501T2D_D12 4 0.0000 0.8687 0.00 0.00 0.00 1.00
#> HP1508501T2D_A4 4 0.1211 0.8645 0.04 0.00 0.00 0.96
#> HP1508501T2D_F23 4 0.4790 0.3734 0.00 0.00 0.38 0.62
#> HP1508501T2D_D11 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1508501T2D_E21 3 0.0707 0.9259 0.00 0.00 0.98 0.02
#> HP1508501T2D_C17 1 0.0000 0.9186 1.00 0.00 0.00 0.00
#> HP1506401_G3 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1506401_E3 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1506401_J19 1 0.0000 0.9186 1.00 0.00 0.00 0.00
#> HP1506401_J18 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1506401_C15 1 0.0000 0.9186 1.00 0.00 0.00 0.00
#> HP1506401_P19 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1506401_K22 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1506401_N19 1 0.0707 0.9098 0.98 0.00 0.00 0.02
#> HP1506401_G9 1 0.0707 0.9098 0.98 0.00 0.00 0.02
#> HP1506401_A15 1 0.0707 0.9098 0.98 0.00 0.00 0.02
#> HP1506401_L5 1 0.0707 0.9098 0.98 0.00 0.00 0.02
#> HP1506401_N11 1 0.1211 0.9062 0.96 0.00 0.00 0.04
#> HP1506401_E9 2 0.4971 0.8037 0.10 0.80 0.08 0.02
#> HP1506401_E11 4 0.0707 0.8755 0.02 0.00 0.00 0.98
#> HP1506401_M14 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1506401_E21 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1506401_H19 2 0.1637 0.9304 0.00 0.94 0.00 0.06
#> HP1507101_O2 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1507101_E3 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1507101_G3 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1507101_O1 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1507101_L22 1 0.0000 0.9186 1.00 0.00 0.00 0.00
#> HP1507101_L11 4 0.4948 0.2472 0.00 0.00 0.44 0.56
#> HP1507101_A16 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1507101_L24 1 0.0000 0.9186 1.00 0.00 0.00 0.00
#> HP1507101_A14 4 0.1411 0.8699 0.02 0.00 0.02 0.96
#> HP1507101_H7 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1507101_L5 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1507101_O6 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1507101_E24 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1507101_C24 4 0.5392 0.5961 0.04 0.00 0.28 0.68
#> HP1507101_C7 1 0.0000 0.9186 1.00 0.00 0.00 0.00
#> HP1507101_C18 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1507101_K5 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1507101_L23 1 0.4522 0.5291 0.68 0.00 0.32 0.00
#> HP1507101_K3 3 0.4977 0.0683 0.00 0.00 0.54 0.46
#> HP1507101_L10 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1507101_A6 1 0.0000 0.9186 1.00 0.00 0.00 0.00
#> HP1507101_L19 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1507101_A5 1 0.0000 0.9186 1.00 0.00 0.00 0.00
#> HP1507101_K17 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1507101_P23 4 0.0707 0.8755 0.02 0.00 0.00 0.98
#> HP1507101_H21 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1507101_K15 1 0.2921 0.8213 0.86 0.00 0.00 0.14
#> HP1507101_E14 1 0.0000 0.9186 1.00 0.00 0.00 0.00
#> HP1507101_M22 1 0.4713 0.4765 0.64 0.00 0.00 0.36
#> HP1507101_B10 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1507101_F5 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1507101_E9 4 0.0707 0.8755 0.02 0.00 0.00 0.98
#> HP1507101_F23 1 0.0000 0.9186 1.00 0.00 0.00 0.00
#> HP1507101_E16 1 0.1637 0.8774 0.94 0.00 0.06 0.00
#> HP1507101_F21 3 0.4977 0.0729 0.00 0.00 0.54 0.46
#> HP1507101_G15 4 0.0707 0.8755 0.02 0.00 0.00 0.98
#> HP1509101_D5 4 0.0707 0.8755 0.02 0.00 0.00 0.98
#> HP1509101_J16 4 0.3975 0.6345 0.24 0.00 0.00 0.76
#> HP1509101_P4 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1509101_L17 4 0.0707 0.8755 0.02 0.00 0.00 0.98
#> HP1509101_I5 4 0.1913 0.8603 0.02 0.00 0.04 0.94
#> HP1509101_K22 4 0.0707 0.8755 0.02 0.00 0.00 0.98
#> HP1509101_F13 4 0.0707 0.8755 0.02 0.00 0.00 0.98
#> HP1509101_H7 1 0.3400 0.7748 0.82 0.00 0.00 0.18
#> HP1509101_F1 3 0.3610 0.7142 0.00 0.00 0.80 0.20
#> HP1509101_G22 4 0.7021 0.2466 0.12 0.00 0.40 0.48
#> HP1509101_D22 1 0.4522 0.5550 0.68 0.00 0.00 0.32
#> HP1509101_I10 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1509101_G18 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1509101_C23 1 0.0000 0.9186 1.00 0.00 0.00 0.00
#> HP1509101_G9 1 0.0000 0.9186 1.00 0.00 0.00 0.00
#> HP1509101_C22 3 0.1211 0.9086 0.00 0.00 0.96 0.04
#> HP1509101_E19 4 0.0707 0.8755 0.02 0.00 0.00 0.98
#> HP1509101_I8 4 0.0707 0.8755 0.02 0.00 0.00 0.98
#> HP1509101_N23 1 0.0000 0.9186 1.00 0.00 0.00 0.00
#> HP1509101_O19 4 0.2335 0.8499 0.02 0.00 0.06 0.92
#> HP1509101_O24 1 0.1637 0.8830 0.94 0.00 0.00 0.06
#> HP1509101_G17 3 0.0000 0.9410 0.00 0.00 1.00 0.00
#> HP1509101_L23 1 0.2345 0.8564 0.90 0.00 0.00 0.10
#> HP1504901_K1 2 0.1211 0.9562 0.00 0.96 0.00 0.04
#> HP1526901T2D_E4 2 0.0000 0.9868 0.00 1.00 0.00 0.00
#> HP1525301T2D_D23 1 0.4790 0.3846 0.62 0.38 0.00 0.00
#> HP1525301T2D_N19 2 0.0000 0.9868 0.00 1.00 0.00 0.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 106 4.37e-02 0.0157 0.000383 2
#> ATC:skmeans 102 6.07e-05 0.0543 0.001606 3
#> ATC:skmeans 99 3.24e-12 0.0927 0.007126 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node01. Child nodes: Node0121-leaf , Node0122 , Node0123-leaf , Node0131-leaf , Node0132-leaf , Node0211 , Node0212 , Node0213-leaf , Node0221 , Node0222 , Node0223 , Node0231 , Node0232 , Node0233 , Node0241 , Node0242 , Node0243 .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["013"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11354 rows and 182 columns.
#> Top rows (1046) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 2.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.992 0.997 0.394 0.609 0.609
#> 3 3 0.788 0.919 0.932 0.365 0.835 0.729
#> 4 4 0.826 0.810 0.900 0.104 0.963 0.917
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 2
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1502401_B13 1 0.000 0.996 1.00 0.00
#> HP1504101T2D_G13 1 0.000 0.996 1.00 0.00
#> HP1502401_I11 1 0.000 0.996 1.00 0.00
#> HP1502401_D1 2 0.000 1.000 0.00 1.00
#> HP1504101T2D_L22 2 0.000 1.000 0.00 1.00
#> HP1504101T2D_P8 1 0.000 0.996 1.00 0.00
#> HP1504101T2D_C24 2 0.000 1.000 0.00 1.00
#> HP1502401_L19 1 0.000 0.996 1.00 0.00
#> HP1504101T2D_B15 2 0.000 1.000 0.00 1.00
#> HP1504101T2D_I13 2 0.000 1.000 0.00 1.00
#> HP1502401_G1 1 0.000 0.996 1.00 0.00
#> HP1504101T2D_O19 2 0.000 1.000 0.00 1.00
#> HP1504101T2D_B19 2 0.000 1.000 0.00 1.00
#> HP1502401_O12 1 0.000 0.996 1.00 0.00
#> HP1504101T2D_B20 1 0.000 0.996 1.00 0.00
#> HP1504101T2D_P19 2 0.000 1.000 0.00 1.00
#> HP1502401_J3 1 0.000 0.996 1.00 0.00
#> HP1502401_I5 1 0.000 0.996 1.00 0.00
#> HP1504101T2D_M20 2 0.000 1.000 0.00 1.00
#> HP1504101T2D_L17 1 0.680 0.781 0.82 0.18
#> HP1504101T2D_H12 1 0.000 0.996 1.00 0.00
#> HP1502401_K8 1 0.000 0.996 1.00 0.00
#> HP1504101T2D_P1 1 0.242 0.955 0.96 0.04
#> HP1502401_A3 1 0.000 0.996 1.00 0.00
#> HP1504101T2D_O18 2 0.000 1.000 0.00 1.00
#> HP1504101T2D_H13 2 0.000 1.000 0.00 1.00
#> HP1502401_C22 1 0.943 0.441 0.64 0.36
#> HP1504101T2D_O5 2 0.000 1.000 0.00 1.00
#> HP1504101T2D_K21 2 0.000 1.000 0.00 1.00
#> HP1504101T2D_F9 2 0.000 1.000 0.00 1.00
#> HP1504101T2D_C6 1 0.000 0.996 1.00 0.00
#> HP1504101T2D_O17 2 0.000 1.000 0.00 1.00
#> HP1504101T2D_F24 2 0.000 1.000 0.00 1.00
#> HP1504101T2D_B14 2 0.000 1.000 0.00 1.00
#> HP1504101T2D_A14 1 0.000 0.996 1.00 0.00
#> HP1504101T2D_I12 1 0.000 0.996 1.00 0.00
#> HP1502401_J9 1 0.000 0.996 1.00 0.00
#> HP1504101T2D_O1 2 0.000 1.000 0.00 1.00
#> AZ_A3 2 0.000 1.000 0.00 1.00
#> AZ_B4 1 0.000 0.996 1.00 0.00
#> AZ_B7 2 0.000 1.000 0.00 1.00
#> AZ_E11 1 0.000 0.996 1.00 0.00
#> AZ_D10 1 0.000 0.996 1.00 0.00
#> AZ_C7 1 0.000 0.996 1.00 0.00
#> HP1508501T2D_E3 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_A2 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_K13 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_I5 1 0.000 0.996 1.00 0.00
#> HP1508501T2D_G16 1 0.000 0.996 1.00 0.00
#> HP1508501T2D_L8 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_D7 1 0.000 0.996 1.00 0.00
#> HP1508501T2D_H20 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_I6 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_F22 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_K5 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_F19 1 0.000 0.996 1.00 0.00
#> HP1508501T2D_B13 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_D19 1 0.000 0.996 1.00 0.00
#> HP1508501T2D_N12 1 0.000 0.996 1.00 0.00
#> HP1508501T2D_H7 1 0.000 0.996 1.00 0.00
#> HP1508501T2D_M6 1 0.000 0.996 1.00 0.00
#> HP1508501T2D_H19 1 0.000 0.996 1.00 0.00
#> HP1508501T2D_M21 1 0.000 0.996 1.00 0.00
#> HP1506401_C21 1 0.000 0.996 1.00 0.00
#> HP1506401_M3 2 0.000 1.000 0.00 1.00
#> HP1506401_E22 1 0.000 0.996 1.00 0.00
#> HP1506401_O13 1 0.000 0.996 1.00 0.00
#> HP1506401_M5 2 0.000 1.000 0.00 1.00
#> HP1506401_O17 1 0.000 0.996 1.00 0.00
#> HP1506401_O14 1 0.000 0.996 1.00 0.00
#> HP1506401_P18 2 0.000 1.000 0.00 1.00
#> HP1506401_H17 1 0.000 0.996 1.00 0.00
#> HP1506401_P7 1 0.000 0.996 1.00 0.00
#> HP1506401_H5 1 0.000 0.996 1.00 0.00
#> HP1506401_B9 2 0.000 1.000 0.00 1.00
#> HP1506401_D19 1 0.000 0.996 1.00 0.00
#> HP1506401_I22 1 0.000 0.996 1.00 0.00
#> HP1506401_M7 1 0.000 0.996 1.00 0.00
#> HP1506401_D22 2 0.000 1.000 0.00 1.00
#> HP1507101_K1 1 0.000 0.996 1.00 0.00
#> HP1507101_A3 2 0.000 1.000 0.00 1.00
#> HP1507101_C9 1 0.000 0.996 1.00 0.00
#> HP1507101_H19 1 0.000 0.996 1.00 0.00
#> HP1507101_K12 1 0.000 0.996 1.00 0.00
#> HP1507101_E13 1 0.000 0.996 1.00 0.00
#> HP1507101_A17 1 0.000 0.996 1.00 0.00
#> HP1507101_M24 1 0.000 0.996 1.00 0.00
#> HP1507101_K19 1 0.000 0.996 1.00 0.00
#> HP1507101_G17 1 0.000 0.996 1.00 0.00
#> HP1507101_F17 2 0.000 1.000 0.00 1.00
#> HP1507101_N15 1 0.000 0.996 1.00 0.00
#> HP1507101_A11 1 0.000 0.996 1.00 0.00
#> HP1507101_K10 1 0.000 0.996 1.00 0.00
#> HP1507101_D13 1 0.000 0.996 1.00 0.00
#> HP1507101_B8 1 0.000 0.996 1.00 0.00
#> HP1507101_C13 1 0.000 0.996 1.00 0.00
#> HP1507101_G21 1 0.000 0.996 1.00 0.00
#> HP1507101_K21 1 0.000 0.996 1.00 0.00
#> HP1507101_A10 1 0.000 0.996 1.00 0.00
#> HP1507101_E19 1 0.000 0.996 1.00 0.00
#> HP1507101_C17 1 0.000 0.996 1.00 0.00
#> HP1507101_H2 2 0.000 1.000 0.00 1.00
#> HP1507101_C19 1 0.000 0.996 1.00 0.00
#> HP1507101_E15 1 0.000 0.996 1.00 0.00
#> HP1507101_C15 1 0.000 0.996 1.00 0.00
#> HP1507101_A7 1 0.000 0.996 1.00 0.00
#> HP1507101_A8 1 0.000 0.996 1.00 0.00
#> HP1507101_N10 1 0.000 0.996 1.00 0.00
#> HP1507101_A19 1 0.000 0.996 1.00 0.00
#> HP1509101_G3 1 0.000 0.996 1.00 0.00
#> HP1509101_G2 1 0.000 0.996 1.00 0.00
#> HP1509101_I19 1 0.000 0.996 1.00 0.00
#> HP1509101_L20 1 0.000 0.996 1.00 0.00
#> HP1509101_A13 1 0.000 0.996 1.00 0.00
#> HP1509101_B9 1 0.000 0.996 1.00 0.00
#> HP1509101_E23 1 0.000 0.996 1.00 0.00
#> HP1509101_P11 1 0.000 0.996 1.00 0.00
#> HP1509101_M18 1 0.000 0.996 1.00 0.00
#> HP1509101_K6 1 0.000 0.996 1.00 0.00
#> HP1509101_A9 1 0.000 0.996 1.00 0.00
#> HP1509101_K12 1 0.000 0.996 1.00 0.00
#> HP1509101_A4 1 0.000 0.996 1.00 0.00
#> HP1509101_D7 1 0.000 0.996 1.00 0.00
#> HP1509101_E14 1 0.000 0.996 1.00 0.00
#> HP1509101_C11 1 0.000 0.996 1.00 0.00
#> HP1509101_P19 1 0.000 0.996 1.00 0.00
#> HP1509101_L9 1 0.000 0.996 1.00 0.00
#> HP1509101_K13 1 0.000 0.996 1.00 0.00
#> HP1509101_L10 1 0.000 0.996 1.00 0.00
#> HP1509101_A11 1 0.000 0.996 1.00 0.00
#> HP1509101_I3 1 0.000 0.996 1.00 0.00
#> HP1509101_D9 1 0.000 0.996 1.00 0.00
#> HP1509101_N11 1 0.000 0.996 1.00 0.00
#> HP1509101_I4 1 0.000 0.996 1.00 0.00
#> HP1509101_O10 1 0.000 0.996 1.00 0.00
#> HP1509101_K16 1 0.000 0.996 1.00 0.00
#> HP1509101_K24 1 0.000 0.996 1.00 0.00
#> HP1509101_A14 1 0.000 0.996 1.00 0.00
#> HP1509101_A10 1 0.000 0.996 1.00 0.00
#> HP1509101_J5 1 0.000 0.996 1.00 0.00
#> HP1509101_K20 1 0.000 0.996 1.00 0.00
#> HP1509101_K17 1 0.000 0.996 1.00 0.00
#> HP1509101_N19 1 0.000 0.996 1.00 0.00
#> HP1509101_L21 1 0.000 0.996 1.00 0.00
#> HP1509101_N22 1 0.000 0.996 1.00 0.00
#> HP1509101_G11 1 0.000 0.996 1.00 0.00
#> HP1509101_A5 1 0.000 0.996 1.00 0.00
#> HP1509101_O11 1 0.000 0.996 1.00 0.00
#> HP1509101_H15 1 0.000 0.996 1.00 0.00
#> HP1509101_H5 1 0.000 0.996 1.00 0.00
#> HP1509101_I13 1 0.000 0.996 1.00 0.00
#> HP1509101_C19 1 0.000 0.996 1.00 0.00
#> HP1509101_C24 1 0.000 0.996 1.00 0.00
#> HP1509101_K23 1 0.000 0.996 1.00 0.00
#> HP1509101_K18 1 0.000 0.996 1.00 0.00
#> HP1504901_I20 1 0.000 0.996 1.00 0.00
#> HP1504901_M20 2 0.000 1.000 0.00 1.00
#> HP1504901_J13 2 0.000 1.000 0.00 1.00
#> HP1504901_C9 1 0.000 0.996 1.00 0.00
#> HP1504901_E20 1 0.000 0.996 1.00 0.00
#> HP1504901_L19 2 0.000 1.000 0.00 1.00
#> HP1504901_P15 2 0.000 1.000 0.00 1.00
#> HP1525301T2D_D18 2 0.000 1.000 0.00 1.00
#> HP1525301T2D_D7 1 0.000 0.996 1.00 0.00
#> HP1525301T2D_D17 1 0.000 0.996 1.00 0.00
#> HP1526901T2D_B21 1 0.000 0.996 1.00 0.00
#> HP1525301T2D_E21 2 0.000 1.000 0.00 1.00
#> HP1525301T2D_O15 1 0.000 0.996 1.00 0.00
#> HP1526901T2D_M17 1 0.000 0.996 1.00 0.00
#> HP1525301T2D_G6 1 0.000 0.996 1.00 0.00
#> HP1525301T2D_M4 1 0.000 0.996 1.00 0.00
#> HP1525301T2D_F13 1 0.000 0.996 1.00 0.00
#> HP1525301T2D_E20 2 0.000 1.000 0.00 1.00
#> HP1526901T2D_D24 1 0.000 0.996 1.00 0.00
#> HP1525301T2D_L3 2 0.000 1.000 0.00 1.00
#> HP1526901T2D_K13 1 0.000 0.996 1.00 0.00
#> HP1525301T2D_M19 1 0.000 0.996 1.00 0.00
#> HP1526901T2D_C12 1 0.000 0.996 1.00 0.00
#> HP1525301T2D_O8 2 0.000 1.000 0.00 1.00
#> HP1525301T2D_N15 2 0.000 1.000 0.00 1.00
#> HP1525301T2D_A4 1 0.000 0.996 1.00 0.00
#> HP1525301T2D_O10 2 0.000 1.000 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1502401_B13 3 0.4796 0.9275 0.22 0.00 0.78
#> HP1504101T2D_G13 1 0.0892 0.9511 0.98 0.00 0.02
#> HP1502401_I11 3 0.5560 0.8539 0.30 0.00 0.70
#> HP1502401_D1 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1504101T2D_L22 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1504101T2D_P8 1 0.0892 0.9511 0.98 0.00 0.02
#> HP1504101T2D_C24 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1502401_L19 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1504101T2D_B15 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1504101T2D_I13 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1502401_G1 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1504101T2D_O19 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1504101T2D_B19 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1502401_O12 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1504101T2D_B20 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1504101T2D_P19 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1502401_J3 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1502401_I5 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1504101T2D_M20 2 0.0892 0.9127 0.00 0.98 0.02
#> HP1504101T2D_L17 1 0.6232 0.5630 0.74 0.22 0.04
#> HP1504101T2D_H12 1 0.0892 0.9511 0.98 0.00 0.02
#> HP1502401_K8 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1504101T2D_P1 3 0.7310 0.5180 0.36 0.04 0.60
#> HP1502401_A3 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1504101T2D_O18 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1504101T2D_H13 2 0.4555 0.8885 0.00 0.80 0.20
#> HP1502401_C22 1 0.6758 0.3048 0.62 0.36 0.02
#> HP1504101T2D_O5 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1504101T2D_K21 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1504101T2D_F9 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1504101T2D_C6 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1504101T2D_O17 2 0.4291 0.8931 0.00 0.82 0.18
#> HP1504101T2D_F24 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1504101T2D_B14 2 0.0892 0.9127 0.00 0.98 0.02
#> HP1504101T2D_A14 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1504101T2D_I12 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1502401_J9 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1504101T2D_O1 2 0.0000 0.9205 0.00 1.00 0.00
#> AZ_A3 2 0.0000 0.9205 0.00 1.00 0.00
#> AZ_B4 1 0.0000 0.9743 1.00 0.00 0.00
#> AZ_B7 2 0.4002 0.8985 0.00 0.84 0.16
#> AZ_E11 1 0.0000 0.9743 1.00 0.00 0.00
#> AZ_D10 1 0.4796 0.6053 0.78 0.00 0.22
#> AZ_C7 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1508501T2D_E3 2 0.1529 0.9168 0.00 0.96 0.04
#> HP1508501T2D_A2 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1508501T2D_K13 2 0.4555 0.8885 0.00 0.80 0.20
#> HP1508501T2D_I5 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1508501T2D_G16 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1508501T2D_L8 2 0.4555 0.8885 0.00 0.80 0.20
#> HP1508501T2D_D7 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1508501T2D_H20 2 0.4555 0.8885 0.00 0.80 0.20
#> HP1508501T2D_I6 2 0.4796 0.8764 0.00 0.78 0.22
#> HP1508501T2D_F22 2 0.6280 0.5824 0.00 0.54 0.46
#> HP1508501T2D_K5 2 0.4555 0.8885 0.00 0.80 0.20
#> HP1508501T2D_F19 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1508501T2D_B13 2 0.2959 0.9088 0.00 0.90 0.10
#> HP1508501T2D_D19 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1508501T2D_N12 3 0.4002 0.8477 0.16 0.00 0.84
#> HP1508501T2D_H7 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1508501T2D_M6 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1508501T2D_H19 3 0.0892 0.6239 0.02 0.00 0.98
#> HP1508501T2D_M21 3 0.5016 0.9130 0.24 0.00 0.76
#> HP1506401_C21 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1506401_M3 2 0.4555 0.8885 0.00 0.80 0.20
#> HP1506401_E22 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1506401_O13 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1506401_M5 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1506401_O17 3 0.2959 0.7686 0.10 0.00 0.90
#> HP1506401_O14 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1506401_P18 2 0.4555 0.8885 0.00 0.80 0.20
#> HP1506401_H17 3 0.5835 0.8001 0.34 0.00 0.66
#> HP1506401_P7 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1506401_H5 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1506401_B9 2 0.0892 0.9127 0.00 0.98 0.02
#> HP1506401_D19 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1506401_I22 3 0.4796 0.9275 0.22 0.00 0.78
#> HP1506401_M7 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1506401_D22 2 0.4555 0.8885 0.00 0.80 0.20
#> HP1507101_K1 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_A3 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1507101_C9 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_H19 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_K12 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_E13 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_A17 1 0.4796 0.6020 0.78 0.00 0.22
#> HP1507101_M24 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_K19 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_G17 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_F17 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1507101_N15 1 0.1781 0.9256 0.96 0.02 0.02
#> HP1507101_A11 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_K10 1 0.3686 0.7709 0.86 0.00 0.14
#> HP1507101_D13 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_B8 3 0.4796 0.9275 0.22 0.00 0.78
#> HP1507101_C13 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_G21 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_K21 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_A10 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_E19 3 0.4796 0.9275 0.22 0.00 0.78
#> HP1507101_C17 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_H2 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1507101_C19 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_E15 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_C15 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_A7 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_A8 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_N10 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1507101_A19 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_G3 3 0.4796 0.9275 0.22 0.00 0.78
#> HP1509101_G2 3 0.4796 0.9275 0.22 0.00 0.78
#> HP1509101_I19 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_L20 1 0.6126 -0.0538 0.60 0.00 0.40
#> HP1509101_A13 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_B9 3 0.4796 0.9275 0.22 0.00 0.78
#> HP1509101_E23 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_P11 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_M18 3 0.4796 0.9275 0.22 0.00 0.78
#> HP1509101_K6 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_A9 1 0.4796 0.6016 0.78 0.00 0.22
#> HP1509101_K12 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_A4 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_D7 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_E14 3 0.4796 0.9275 0.22 0.00 0.78
#> HP1509101_C11 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_P19 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_L9 3 0.4796 0.9275 0.22 0.00 0.78
#> HP1509101_K13 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_L10 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_A11 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_I3 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_D9 3 0.4796 0.9275 0.22 0.00 0.78
#> HP1509101_N11 3 0.4796 0.9275 0.22 0.00 0.78
#> HP1509101_I4 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_O10 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_K16 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_K24 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_A14 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_A10 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_J5 3 0.4796 0.9275 0.22 0.00 0.78
#> HP1509101_K20 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_K17 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_N19 3 0.4555 0.9070 0.20 0.00 0.80
#> HP1509101_L21 3 0.4796 0.9275 0.22 0.00 0.78
#> HP1509101_N22 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_G11 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_A5 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_O11 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_H15 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_H5 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_I13 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_C19 3 0.4796 0.9275 0.22 0.00 0.78
#> HP1509101_C24 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_K23 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1509101_K18 3 0.5948 0.7673 0.36 0.00 0.64
#> HP1504901_I20 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1504901_M20 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1504901_J13 2 0.4555 0.8885 0.00 0.80 0.20
#> HP1504901_C9 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1504901_E20 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1504901_L19 2 0.0892 0.9127 0.00 0.98 0.02
#> HP1504901_P15 2 0.0000 0.9205 0.00 1.00 0.00
#> HP1525301T2D_D18 2 0.4555 0.8885 0.00 0.80 0.20
#> HP1525301T2D_D7 3 0.6045 0.7275 0.38 0.00 0.62
#> HP1525301T2D_D17 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1526901T2D_B21 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1525301T2D_E21 2 0.4555 0.8885 0.00 0.80 0.20
#> HP1525301T2D_O15 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1526901T2D_M17 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1525301T2D_G6 1 0.0892 0.9511 0.98 0.00 0.02
#> HP1525301T2D_M4 1 0.2959 0.8389 0.90 0.00 0.10
#> HP1525301T2D_F13 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1525301T2D_E20 2 0.4555 0.8885 0.00 0.80 0.20
#> HP1526901T2D_D24 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1525301T2D_L3 2 0.4555 0.8885 0.00 0.80 0.20
#> HP1526901T2D_K13 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1525301T2D_M19 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1526901T2D_C12 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1525301T2D_O8 2 0.4555 0.8885 0.00 0.80 0.20
#> HP1525301T2D_N15 2 0.4555 0.8885 0.00 0.80 0.20
#> HP1525301T2D_A4 1 0.0000 0.9743 1.00 0.00 0.00
#> HP1525301T2D_O10 2 0.4555 0.8885 0.00 0.80 0.20
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1502401_B13 3 0.1637 0.7807 0.06 0.00 0.94 0.00
#> HP1504101T2D_G13 4 0.4624 0.2182 0.34 0.00 0.00 0.66
#> HP1502401_I11 3 0.6497 0.4531 0.20 0.00 0.64 0.16
#> HP1502401_D1 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1504101T2D_L22 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1504101T2D_P8 1 0.3975 0.6954 0.76 0.00 0.00 0.24
#> HP1504101T2D_C24 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1502401_L19 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1504101T2D_B15 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1504101T2D_I13 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1502401_G1 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1504101T2D_O19 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1504101T2D_B19 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1502401_O12 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1504101T2D_B20 1 0.1637 0.9209 0.94 0.00 0.00 0.06
#> HP1504101T2D_P19 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1502401_J3 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1502401_I5 1 0.0707 0.9533 0.98 0.00 0.00 0.02
#> HP1504101T2D_M20 4 0.1211 0.5672 0.00 0.04 0.00 0.96
#> HP1504101T2D_L17 4 0.2706 0.6018 0.02 0.00 0.08 0.90
#> HP1504101T2D_H12 1 0.5570 0.1690 0.54 0.00 0.02 0.44
#> HP1502401_K8 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1504101T2D_P1 4 0.7120 0.4658 0.08 0.18 0.08 0.66
#> HP1502401_A3 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1504101T2D_O18 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1504101T2D_H13 2 0.0707 0.6995 0.00 0.98 0.02 0.00
#> HP1502401_C22 4 0.1411 0.6019 0.02 0.00 0.02 0.96
#> HP1504101T2D_O5 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1504101T2D_K21 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1504101T2D_F9 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1504101T2D_C6 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1504101T2D_O17 2 0.1211 0.6950 0.00 0.96 0.00 0.04
#> HP1504101T2D_F24 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1504101T2D_B14 4 0.2647 0.4976 0.00 0.12 0.00 0.88
#> HP1504101T2D_A14 1 0.1211 0.9383 0.96 0.00 0.00 0.04
#> HP1504101T2D_I12 1 0.1211 0.9383 0.96 0.00 0.00 0.04
#> HP1502401_J9 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1504101T2D_O1 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> AZ_A3 2 0.4134 0.7233 0.00 0.74 0.00 0.26
#> AZ_B4 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> AZ_B7 4 0.6336 0.2651 0.00 0.46 0.06 0.48
#> AZ_E11 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> AZ_D10 1 0.5327 0.5907 0.72 0.00 0.22 0.06
#> AZ_C7 1 0.0707 0.9533 0.98 0.00 0.00 0.02
#> HP1508501T2D_E3 2 0.4522 0.6401 0.00 0.68 0.00 0.32
#> HP1508501T2D_A2 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1508501T2D_K13 2 0.0707 0.6995 0.00 0.98 0.02 0.00
#> HP1508501T2D_I5 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1508501T2D_G16 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1508501T2D_L8 2 0.0707 0.6995 0.00 0.98 0.02 0.00
#> HP1508501T2D_D7 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1508501T2D_H20 2 0.0707 0.6995 0.00 0.98 0.02 0.00
#> HP1508501T2D_I6 2 0.1411 0.6824 0.00 0.96 0.02 0.02
#> HP1508501T2D_F22 2 0.6497 0.0916 0.00 0.64 0.20 0.16
#> HP1508501T2D_K5 2 0.2830 0.6176 0.00 0.90 0.04 0.06
#> HP1508501T2D_F19 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1508501T2D_B13 2 0.4406 0.4561 0.00 0.70 0.00 0.30
#> HP1508501T2D_D19 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1508501T2D_N12 4 0.7824 -0.0383 0.10 0.04 0.42 0.44
#> HP1508501T2D_H7 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1508501T2D_M6 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1508501T2D_H19 3 0.0000 0.7238 0.00 0.00 1.00 0.00
#> HP1508501T2D_M21 3 0.3975 0.6111 0.24 0.00 0.76 0.00
#> HP1506401_C21 1 0.1913 0.9225 0.94 0.00 0.02 0.04
#> HP1506401_M3 2 0.0707 0.6995 0.00 0.98 0.02 0.00
#> HP1506401_E22 1 0.0707 0.9509 0.98 0.00 0.02 0.00
#> HP1506401_O13 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1506401_M5 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1506401_O17 3 0.0707 0.7194 0.00 0.02 0.98 0.00
#> HP1506401_O14 1 0.1637 0.9209 0.94 0.00 0.00 0.06
#> HP1506401_P18 2 0.0707 0.6995 0.00 0.98 0.02 0.00
#> HP1506401_H17 3 0.5487 0.3738 0.40 0.00 0.58 0.02
#> HP1506401_P7 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1506401_H5 1 0.0707 0.9533 0.98 0.00 0.00 0.02
#> HP1506401_B9 4 0.3975 0.3211 0.00 0.24 0.00 0.76
#> HP1506401_D19 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1506401_I22 3 0.3400 0.6993 0.18 0.00 0.82 0.00
#> HP1506401_M7 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1506401_D22 2 0.0707 0.6995 0.00 0.98 0.02 0.00
#> HP1507101_K1 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_A3 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1507101_C9 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_H19 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_K12 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_E13 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_A17 1 0.3610 0.7149 0.80 0.00 0.20 0.00
#> HP1507101_M24 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_K19 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_G17 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_F17 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1507101_N15 1 0.4134 0.6488 0.74 0.00 0.00 0.26
#> HP1507101_A11 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_K10 1 0.2921 0.8108 0.86 0.00 0.14 0.00
#> HP1507101_D13 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_B8 3 0.1211 0.7851 0.04 0.00 0.96 0.00
#> HP1507101_C13 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_G21 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_K21 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_A10 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_E19 3 0.1211 0.7851 0.04 0.00 0.96 0.00
#> HP1507101_C17 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_H2 2 0.4624 0.7270 0.00 0.66 0.00 0.34
#> HP1507101_C19 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_E15 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_C15 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_A7 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_A8 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_N10 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1507101_A19 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_G3 3 0.1637 0.7805 0.06 0.00 0.94 0.00
#> HP1509101_G2 3 0.3172 0.7208 0.16 0.00 0.84 0.00
#> HP1509101_I19 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_L20 1 0.4907 0.1191 0.58 0.00 0.42 0.00
#> HP1509101_A13 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_B9 3 0.1211 0.7851 0.04 0.00 0.96 0.00
#> HP1509101_E23 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_P11 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_M18 3 0.1211 0.7851 0.04 0.00 0.96 0.00
#> HP1509101_K6 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_A9 1 0.3801 0.6748 0.78 0.00 0.22 0.00
#> HP1509101_K12 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_A4 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_D7 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_E14 3 0.1211 0.7851 0.04 0.00 0.96 0.00
#> HP1509101_C11 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_P19 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_L9 3 0.3172 0.7208 0.16 0.00 0.84 0.00
#> HP1509101_K13 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_L10 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_A11 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_I3 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_D9 3 0.1211 0.7851 0.04 0.00 0.96 0.00
#> HP1509101_N11 3 0.0707 0.7608 0.02 0.00 0.98 0.00
#> HP1509101_I4 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_O10 1 0.2345 0.8735 0.90 0.00 0.00 0.10
#> HP1509101_K16 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_K24 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_A14 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_A10 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_J5 3 0.0707 0.7608 0.02 0.00 0.98 0.00
#> HP1509101_K20 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_K17 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_N19 3 0.0707 0.7608 0.02 0.00 0.98 0.00
#> HP1509101_L21 3 0.3172 0.7208 0.16 0.00 0.84 0.00
#> HP1509101_N22 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_G11 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_A5 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_O11 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_H15 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_H5 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_I13 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_C19 3 0.1211 0.7851 0.04 0.00 0.96 0.00
#> HP1509101_C24 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_K23 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1509101_K18 3 0.4713 0.4555 0.36 0.00 0.64 0.00
#> HP1504901_I20 1 0.1211 0.9377 0.96 0.00 0.00 0.04
#> HP1504901_M20 2 0.4713 0.7050 0.00 0.64 0.00 0.36
#> HP1504901_J13 2 0.0707 0.6995 0.00 0.98 0.02 0.00
#> HP1504901_C9 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1504901_E20 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1504901_L19 4 0.4624 -0.0545 0.00 0.34 0.00 0.66
#> HP1504901_P15 2 0.4713 0.7050 0.00 0.64 0.00 0.36
#> HP1525301T2D_D18 2 0.0707 0.6995 0.00 0.98 0.02 0.00
#> HP1525301T2D_D7 3 0.4948 0.3431 0.44 0.00 0.56 0.00
#> HP1525301T2D_D17 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1526901T2D_B21 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1525301T2D_E21 2 0.0707 0.6995 0.00 0.98 0.02 0.00
#> HP1525301T2D_O15 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1526901T2D_M17 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1525301T2D_G6 1 0.3935 0.8079 0.84 0.00 0.10 0.06
#> HP1525301T2D_M4 1 0.2706 0.8762 0.90 0.00 0.08 0.02
#> HP1525301T2D_F13 1 0.1211 0.9369 0.96 0.00 0.00 0.04
#> HP1525301T2D_E20 2 0.0707 0.6995 0.00 0.98 0.02 0.00
#> HP1526901T2D_D24 1 0.0000 0.9668 1.00 0.00 0.00 0.00
#> HP1525301T2D_L3 2 0.0707 0.6995 0.00 0.98 0.02 0.00
#> HP1526901T2D_K13 1 0.0707 0.9533 0.98 0.00 0.00 0.02
#> HP1525301T2D_M19 1 0.2345 0.8821 0.90 0.00 0.00 0.10
#> HP1526901T2D_C12 1 0.0707 0.9533 0.98 0.00 0.00 0.02
#> HP1525301T2D_O8 2 0.0707 0.6995 0.00 0.98 0.02 0.00
#> HP1525301T2D_N15 2 0.0707 0.6995 0.00 0.98 0.02 0.00
#> HP1525301T2D_A4 1 0.0707 0.9522 0.98 0.00 0.00 0.02
#> HP1525301T2D_O10 2 0.0707 0.6995 0.00 0.98 0.02 0.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 181 1.000 8.47e-08 1.49e-07 2
#> ATC:skmeans 180 0.638 2.43e-07 1.39e-06 3
#> ATC:skmeans 167 0.710 6.78e-08 1.33e-03 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node0. Child nodes: Node011-leaf , Node012 , Node013 , Node021 , Node022 , Node023 , Node024 .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["02"]
A summary of res and all the functions that can be applied to it:
res
#> A 'DownSamplingConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 12668 rows and 500 columns, randomly sampled from 2159 columns.
#> Top rows (1043) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 4.
#>
#> Following methods can be applied to this 'DownSamplingConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.975 0.989 0.477 0.522 0.522
#> 3 3 1.000 0.986 0.994 0.372 0.727 0.522
#> 4 4 0.993 0.957 0.971 0.123 0.892 0.698
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 4
#> attr(,"optional")
#> [1] 2 3
There is also optional best \(k\) = 2 3 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
get_classes(res, k = 2)
#> class p
#> HP1502401_J14 1 0.000
#> HP1502401_B14 1 0.000
#> HP1502401_A14 2 0.000
#> HP1502401_C14 1 0.000
#> HP1502401_G14 1 0.000
#> HP1502401_E14 1 0.000
#> HP1502401_L14 1 0.000
#> HP1502401_M14 1 0.000
#> HP1502401_K14 1 0.000
#> HP1502401_I14 2 0.000
#> HP1502401_F13 2 0.000
#> HP1502401_L13 1 0.000
#> HP1502401_H14 1 0.000
#> HP1502401_F17 1 0.000
#> HP1504101T2D_B4 1 0.000
#> HP1504101T2D_M6 1 0.000
#> HP1504101T2D_F15 1 0.000
#> HP1504101T2D_H7 2 0.000
#> HP1502401_H23 2 0.000
#> HP1502401_L21 1 0.000
#> HP1504101T2D_F10 1 0.000
#> HP1504101T2D_B10 1 0.000
#> HP1502401_G18 2 0.000
#> HP1502401_K22 1 0.000
#> HP1502401_I22 1 0.000
#> HP1504101T2D_M18 1 0.000
#> HP1502401_J22 1 0.000
#> HP1504101T2D_O12 1 0.000
#> HP1502401_M15 1 0.000
#> HP1504101T2D_G16 1 0.000
#> HP1504101T2D_L23 1 0.000
#> HP1502401_G24 1 0.000
#> HP1502401_G23 2 0.000
#> HP1504101T2D_A24 1 0.000
#> HP1504101T2D_N17 1 0.000
#> HP1502401_N8 1 0.000
#> HP1504101T2D_G1 1 0.000
#> HP1504101T2D_A15 1 0.000
#> HP1504101T2D_M19 1 0.000
#> HP1502401_O16 1 0.000
#> HP1504101T2D_E16 1 0.000
#> HP1502401_A12 1 0.000
#> HP1502401_D18 2 0.000
#> HP1504101T2D_K2 1 0.000
#> HP1502401_K19 1 0.000
#> HP1502401_D5 1 0.000
#> HP1502401_H22 1 0.000
#> HP1504101T2D_J15 1 0.000
#> HP1504101T2D_N7 1 0.000
#> HP1504101T2D_O16 1 0.000
#> HP1502401_M5 1 0.000
#> HP1504101T2D_M4 1 0.000
#> HP1504101T2D_I20 1 0.000
#> HP1502401_K17 1 0.000
#> HP1504101T2D_B22 1 0.000
#> HP1504101T2D_G4 1 0.000
#> HP1502401_H15 1 0.000
#> HP1502401_H8 1 0.000
#> HP1502401_N17 1 0.000
#> HP1504101T2D_L13 1 0.000
#> HP1504101T2D_K24 1 0.000
#> HP1504101T2D_B24 1 0.000
#> HP1504101T2D_H14 1 0.000
#> HP1502401_A7 1 0.000
#> HP1504101T2D_I1 1 0.000
#> HP1502401_O2 1 0.000
#> HP1502401_J21 1 0.000
#> HP1504101T2D_J13 1 0.000
#> HP1502401_J8 1 0.000
#> HP1502401_N15 1 0.000
#> HP1504101T2D_L14 2 0.000
#> HP1504101T2D_D2 1 0.000
#> HP1502401_N2 2 0.000
#> HP1502401_H7 1 0.000
#> HP1504101T2D_O13 1 0.249
#> HP1504101T2D_L2 1 0.000
#> HP1502401_E5 1 0.000
#> HP1502401_O1 1 0.000
#> HP1502401_B7 1 0.000
#> HP1504101T2D_I24 1 0.000
#> HP1504101T2D_J18 1 0.000
#> HP1502401_L3 1 0.000
#> HP1502401_J1 1 0.000
#> HP1502401_H3 1 0.000
#> HP1504101T2D_B6 1 0.000
#> HP1502401_I15 1 0.000
#> HP1504101T2D_B8 2 0.000
#> HP1502401_D17 1 0.000
#> HP1504101T2D_M15 1 0.000
#> HP1502401_I4 1 0.000
#> HP1502401_J23 1 0.000
#> HP1502401_O14 2 0.000
#> HP1504101T2D_N15 1 0.000
#> HP1502401_L5 2 0.000
#> HP1504101T2D_F7 1 0.000
#> HP1504101T2D_I5 1 0.000
#> HP1504101T2D_C1 2 0.000
#> HP1504101T2D_P14 2 1.000
#> HP1504101T2D_A20 1 0.000
#> HP1502401_H11 1 0.000
#> HP1504101T2D_K19 2 0.000
#> HP1502401_K15 1 0.000
#> HP1504101T2D_C17 1 0.000
#> HP1502401_G10 1 0.000
#> HP1502401_L2 1 0.000
#> HP1504101T2D_D8 1 0.000
#> HP1502401_L23 1 0.000
#> HP1502401_F19 1 0.000
#> HP1502401_L17 1 0.000
#> HP1502401_O22 1 0.000
#> HP1504101T2D_I7 1 0.000
#> HP1504101T2D_H5 1 0.000
#> HP1502401_L16 1 0.000
#> HP1504101T2D_F22 1 0.000
#> HP1504101T2D_J2 1 0.000
#> HP1504101T2D_E1 1 0.000
#> HP1502401_A18 1 0.000
#> HP1504101T2D_A19 1 0.000
#> HP1504101T2D_G2 1 0.000
#> HP1504101T2D_J11 1 0.000
#> HP1504101T2D_K22 1 0.000
#> HP1502401_L12 1 0.000
#> HP1504101T2D_E19 1 0.000
#> HP1502401_E22 1 0.000
#> HP1502401_H2 1 0.000
#> HP1504101T2D_G17 1 0.000
#> HP1502401_N1 1 0.000
#> HP1504101T2D_N19 1 0.000
#> HP1504101T2D_I17 1 0.000
#> HP1502401_E7 1 0.000
#> HP1504101T2D_E11 1 0.000
#> HP1502401_H21 2 0.000
#> HP1504101T2D_E18 1 0.000
#> HP1504101T2D_D7 1 0.000
#> HP1502401_B18 1 0.000
#> HP1502401_K9 1 0.000
#> HP1502401_E16 1 0.000
#> HP1504101T2D_L21 1 0.000
#> HP1504101T2D_N12 1 0.000
#> HP1502401_M4 1 0.000
#> HP1504101T2D_B16 1 0.000
#> HP1504101T2D_E23 1 0.000
#> HP1502401_D7 1 0.000
#> HP1504101T2D_L15 1 0.000
#> HP1504101T2D_D17 1 0.000
#> HP1504101T2D_A4 1 0.000
#> HP1502401_O21 1 0.000
#> HP1502401_M10 1 0.000
#> HP1504101T2D_H9 1 0.000
#> HP1504101T2D_A5 1 0.000
#> HP1504101T2D_K23 1 0.000
#> HP1502401_I7 1 0.000
#> HP1502401_C18 1 0.000
#> HP1502401_O6 1 0.000
#> HP1502401_K24 1 0.000
#> HP1502401_J11 1 0.000
#> HP1502401_H4 1 0.000
#> HP1502401_L11 1 0.000
#> HP1502401_K3 1 0.000
#> HP1502401_C8 1 0.000
#> HP1504101T2D_I18 1 0.000
#> HP1502401_F22 1 0.000
#> HP1502401_I16 1 0.000
#> HP1502401_B17 2 0.000
#> HP1504101T2D_P2 1 0.000
#> HP1502401_N18 2 0.000
#> HP1504101T2D_N10 1 0.000
#> HP1504101T2D_I14 1 0.000
#> HP1504101T2D_F17 1 0.000
#> HP1502401_B24 1 0.000
#> HP1502401_C6 1 0.000
#> HP1504101T2D_G9 1 0.000
#> HP1502401_N12 1 0.000
#> HP1502401_M24 1 0.000
#> HP1504101T2D_E10 1 0.000
#> HP1504101T2D_P9 1 0.000
#> HP1504101T2D_G24 1 0.000
#> HP1502401_N4 1 0.000
#> HP1502401_E21 1 0.000
#> HP1502401_H6 1 0.000
#> HP1504101T2D_I6 2 0.000
#> HP1502401_J6 1 0.000
#> HP1502401_M7 1 0.000
#> HP1504101T2D_M21 1 0.000
#> HP1504101T2D_F11 1 0.000
#> HP1504101T2D_D19 1 0.000
#> HP1502401_O24 1 0.000
#> HP1504101T2D_E24 1 0.000
#> HP1504101T2D_K4 1 0.000
#> HP1502401_I6 1 0.000
#> HP1504101T2D_N9 1 0.000
#> HP1502401_C16 1 0.000
#> HP1504101T2D_M7 1 0.000
#> HP1502401_B20 1 0.000
#> HP1502401_K23 1 0.000
#> HP1502401_F18 1 0.000
#> HP1504101T2D_O4 1 0.000
#> HP1504101T2D_E4 1 0.000
#> HP1502401_G4 1 0.000
#> HP1504101T2D_I16 1 0.000
#> HP1504101T2D_O6 1 0.000
#> HP1504101T2D_D18 1 0.000
#> HP1504101T2D_F2 1 0.000
#> HP1502401_D8 1 0.249
#> HP1504101T2D_E6 1 0.000
#> HP1504101T2D_I15 1 0.000
#> HP1504101T2D_P3 2 0.000
#> HP1504101T2D_I10 1 0.000
#> HP1502401_B21 1 0.000
#> HP1502401_D3 1 0.000
#> HP1502401_O18 1 0.000
#> HP1504101T2D_E14 1 0.000
#> HP1504101T2D_C18 1 0.000
#> HP1502401_G6 1 0.000
#> HP1504101T2D_B11 1 0.000
#> HP1504101T2D_C4 1 0.000
#> HP1504101T2D_C15 1 0.000
#> HP1502401_F12 1 0.000
#> HP1504101T2D_C22 1 0.000
#> HP1502401_C10 1 0.000
#> HP1502401_L7 1 0.000
#> HP1502401_B22 1 0.249
#> HP1502401_M8 2 0.000
#> HP1502401_I2 2 0.000
#> HP1502401_G11 1 0.000
#> HP1502401_E19 1 0.000
#> HP1504101T2D_P24 1 0.000
#> HP1502401_J10 1 0.000
#> HP1502401_L18 2 0.249
#> HP1504101T2D_D13 1 0.000
#> HP1502401_I9 1 0.000
#> HP1502401_D6 1 0.000
#> HP1504101T2D_F12 1 0.000
#> HP1504101T2D_C14 1 0.000
#> HP1504101T2D_H20 1 0.000
#> HP1504101T2D_E9 1 0.000
#> HP1502401_A4 1 0.000
#> HP1504101T2D_G12 1 0.000
#> HP1502401_K5 1 0.000
#> HP1502401_G12 1 0.000
#> HP1504101T2D_N13 1 0.000
#> HP1502401_D12 1 0.000
#> HP1502401_C4 1 0.000
#> HP1502401_K1 1 0.000
#> HP1502401_M2 1 0.000
#> HP1502401_J20 1 0.000
#> HP1502401_N23 1 0.000
#> HP1504101T2D_L8 1 0.000
#> HP1504101T2D_L7 1 0.000
#> HP1502401_O23 1 0.000
#> HP1502401_D22 1 0.000
#> HP1502401_B5 1 0.000
#> HP1504101T2D_H18 2 0.000
#> HP1502401_D4 2 0.000
#> HP1504101T2D_F18 2 0.000
#> HP1502401_E6 1 0.000
#> HP1502401_J18 1 0.000
#> HP1504101T2D_A10 2 0.000
#> HP1502401_M1 1 0.000
#> HP1502401_B15 1 0.000
#> HP1502401_J4 1 0.000
#> HP1502401_A15 1 0.000
#> HP1504101T2D_B17 1 0.000
#> HP1502401_K10 2 0.000
#> HP1502401_D10 2 0.000
#> HP1504101T2D_N20 1 0.000
#> HP1504101T2D_M24 1 0.000
#> HP1504101T2D_B3 1 0.751
#> HP1502401_A22 2 0.000
#> HP1502401_G20 1 0.000
#> HP1504101T2D_C12 1 0.000
#> HP1504101T2D_G22 1 0.000
#> HP1504101T2D_I19 1 0.000
#> HP1504101T2D_P17 1 0.000
#> HP1504101T2D_C9 1 0.000
#> HP1502401_D20 1 0.000
#> HP1502401_G7 1 0.000
#> HP1502401_H5 1 0.000
#> HP1502401_D16 1 0.000
#> HP1504101T2D_G14 1 0.000
#> HP1504101T2D_G10 1 0.000
#> HP1504101T2D_M1 1 0.000
#> HP1502401_N7 1 0.000
#> HP1504101T2D_A13 1 0.000
#> HP1502401_M19 1 0.000
#> HP1504101T2D_C11 2 0.000
#> HP1504101T2D_K12 1 0.000
#> HP1502401_J15 2 0.000
#> HP1504101T2D_D21 1 0.000
#> HP1504101T2D_G19 1 0.000
#> HP1502401_K6 1 0.000
#> HP1502401_K2 1 0.000
#> HP1504101T2D_B18 1 0.000
#> HP1504101T2D_M2 1 0.000
#> HP1502401_O8 1 0.000
#> HP1504101T2D_M9 1 0.000
#> HP1502401_K16 1 0.000
#> HP1502401_E17 1 0.000
#> HP1502401_M23 1 0.000
#> HP1504101T2D_O14 1 0.000
#> HP1504101T2D_P22 1 0.000
#> HP1502401_J19 2 0.000
#> HP1502401_G3 1 0.000
#> HP1504101T2D_H6 1 0.000
#> HP1502401_I18 1 0.000
#> HP1502401_J7 1 1.000
#> HP1502401_L10 1 0.000
#> HP1504101T2D_M10 1 0.000
#> HP1502401_M12 1 0.000
#> HP1502401_I1 1 0.000
#> HP1502401_N9 1 0.000
#> HP1502401_F15 1 0.000
#> HP1504101T2D_A17 1 0.000
#> HP1504101T2D_L11 1 0.000
#> HP1504101T2D_E3 1 0.000
#> HP1502401_L22 1 0.000
#> HP1502401_O10 2 0.000
#> HP1502401_G8 1 0.000
#> HP1504101T2D_O22 1 0.000
#> HP1504101T2D_E7 1 0.000
#> HP1504101T2D_M5 1 0.000
#> HP1502401_K12 1 1.000
#> HP1504101T2D_K10 2 0.000
#> HP1504101T2D_B21 1 0.000
#> HP1504101T2D_C10 1 0.000
#> HP1502401_D24 1 0.000
#> HP1504101T2D_N21 1 0.000
#> HP1502401_G22 1 0.000
#> HP1502401_B1 1 0.000
#> HP1502401_B11 1 0.000
#> HP1502401_C12 2 0.000
#> HP1504101T2D_J7 1 0.000
#> HP1504101T2D_G3 1 0.000
#> HP1504101T2D_A6 1 0.000
#> HP1504101T2D_I8 1 0.000
#> HP1504101T2D_J16 2 0.000
#> HP1504101T2D_C21 1 0.000
#> HP1502401_O4 1 0.000
#> HP1502401_F24 1 0.000
#> HP1504101T2D_M8 1 0.000
#> HP1504101T2D_K8 1 0.000
#> HP1504101T2D_D24 1 0.000
#> HP1502401_L15 1 0.000
#> HP1504101T2D_P21 1 0.000
#> HP1502401_J17 2 0.000
#> HP1502401_M3 1 0.000
#> HP1504101T2D_A12 1 0.000
#> HP1502401_E10 1 0.000
#> HP1504101T2D_O9 1 0.000
#> HP1504101T2D_F14 1 0.000
#> HP1504101T2D_N1 1 0.000
#> HP1504101T2D_H23 1 0.000
#> HP1502401_N10 2 0.000
#> HP1502401_G5 1 0.000
#> HP1502401_H20 1 0.000
#> HP1504101T2D_I23 1 0.000
#> HP1502401_O20 1 0.000
#> HP1504101T2D_D9 1 0.000
#> HP1504101T2D_B5 1 0.000
#> HP1504101T2D_L5 1 0.000
#> HP1502401_H24 1 0.000
#> HP1502401_A6 1 0.000
#> HP1504101T2D_O20 1 0.000
#> HP1504101T2D_E15 1 0.000
#> HP1502401_O7 1 0.000
#> HP1504101T2D_B7 1 0.000
#> HP1502401_L4 1 0.000
#> HP1502401_C5 1 0.000
#> HP1504101T2D_L24 1 0.000
#> HP1504101T2D_B12 1 0.000
#> HP1504101T2D_N24 1 0.000
#> HP1504101T2D_H2 1 0.000
#> HP1502401_A2 1 0.000
#> HP1502401_D2 2 0.000
#> HP1504101T2D_N22 1 0.000
#> HP1502401_O17 1 0.000
#> HP1504101T2D_E22 1 0.000
#> HP1504101T2D_E8 1 0.000
#> HP1502401_M6 1 0.000
#> HP1504101T2D_L1 1 0.000
#> HP1504101T2D_C20 1 0.000
#> HP1504101T2D_H17 1 0.000
#> HP1504101T2D_L4 1 0.000
#> HP1504101T2D_P7 1 0.000
#> HP1504101T2D_J14 1 0.000
#> HP1504101T2D_O10 1 0.000
#> HP1502401_H12 1 0.000
#> HP1504101T2D_E21 1 0.000
#> HP1504101T2D_K20 1 0.000
#> HP1504101T2D_I22 1 0.000
#> HP1502401_F9 1 0.000
#> HP1504101T2D_H4 1 0.000
#> HP1502401_F16 1 0.000
#> HP1502401_M20 1 0.000
#> HP1504101T2D_K17 1 0.000
#> HP1504101T2D_L10 1 0.000
#> HP1504101T2D_I2 1 0.000
#> HP1504101T2D_J3 1 0.000
#> HP1502401_E23 2 0.000
#> HP1502401_A24 1 0.000
#> HP1502401_M11 1 0.000
#> HP1502401_I8 1 0.000
#> HP1504101T2D_H21 1 0.000
#> HP1502401_F23 1 0.000
#> HP1504101T2D_O3 1 0.000
#> HP1504101T2D_N2 1 0.000
#> HP1504101T2D_J20 1 0.000
#> HP1504101T2D_L3 1 0.000
#> HP1504101T2D_P11 1 0.000
#> HP1502401_E24 2 0.000
#> HP1504101T2D_G21 1 0.000
#> HP1504101T2D_F3 1 0.000
#> HP1504101T2D_J1 1 0.000
#> HP1502401_M21 1 0.000
#> HP1504101T2D_F1 2 0.000
#> HP1502401_I12 1 1.000
#> HP1504101T2D_P5 1 0.000
#> HP1502401_K21 1 0.000
#> HP1504101T2D_N8 1 0.000
#> HP1502401_C20 1 0.000
#> HP1504101T2D_G23 1 0.000
#> HP1502401_H16 1 0.000
#> HP1502401_J24 2 0.000
#> HP1504101T2D_D15 1 0.000
#> HP1504101T2D_D23 1 0.000
#> HP1504101T2D_N6 1 0.000
#> HP1502401_L20 1 0.000
#> HP1502401_N20 1 0.000
#> HP1502401_E11 1 0.000
#> HP1504101T2D_H1 1 0.000
#> HP1502401_K11 1 0.000
#> HP1502401_M16 2 0.000
#> HP1502401_E2 2 0.000
#> HP1504101T2D_D12 1 0.000
#> HP1504101T2D_H22 1 0.000
#> HP1502401_B10 1 0.000
#> HP1502401_F20 1 0.000
#> HP1504101T2D_B13 1 0.000
#> HP1504101T2D_F19 1 0.000
#> HP1504101T2D_F13 1 0.000
#> HP1502401_B16 1 0.000
#> HP1502401_C1 2 0.000
#> HP1502401_C21 1 0.000
#> HP1504101T2D_J9 1 0.000
#> HP1502401_I21 2 0.000
#> HP1504101T2D_H24 1 0.000
#> HP1502401_C7 1 0.000
#> HP1502401_H19 1 0.000
#> HP1502401_L1 1 0.000
#> HP1502401_J2 2 0.000
#> HP1504101T2D_E20 1 0.000
#> HP1502401_I24 1 0.000
#> HP1504101T2D_P12 1 0.000
#> HP1504101T2D_C16 1 0.000
#> HP1502401_N21 1 0.000
#> HP1502401_A10 1 0.000
#> HP1502401_M22 2 0.000
#> HP1502401_A17 1 0.000
#> HP1504101T2D_A8 1 0.000
#> HP1502401_J12 1 0.000
#> HP1504101T2D_H15 1 0.000
#> HP1504101T2D_J22 1 0.000
#> HP1502401_F21 1 0.000
#> HP1502401_H1 1 0.000
#> HP1504101T2D_O11 1 0.000
#> HP1504101T2D_M23 1 0.000
#> HP1504101T2D_J5 1 0.000
#> HP1502401_I23 1 0.000
#> HP1504101T2D_G8 1 0.000
#> HP1502401_O3 1 0.000
#> HP1502401_F10 1 0.000
#> HP1502401_H18 1 1.000
#> HP1502401_E3 1 0.000
#> HP1504101T2D_J24 1 0.000
#> HP1504101T2D_D5 1 0.000
#> HP1504101T2D_D11 1 0.000
#> HP1504101T2D_O23 1 0.000
#> HP1502401_N3 1 0.000
#> HP1504101T2D_L18 1 0.000
#> HP1504101T2D_F20 1 0.000
#> HP1502401_N16 2 0.000
#> HP1504101T2D_K18 1 0.000
#> HP1504101T2D_P18 1 0.000
#> HP1502401_E9 1 0.000
#> HP1504101T2D_M3 1 0.000
#> HP1504101T2D_L19 1 0.000
#> HP1504101T2D_N5 1 0.000
#> HP1502401_N19 1 0.000
#> HP1502401_B8 1 0.000
#> HP1502401_E20 2 0.000
#> HP1504101T2D_A23 1 0.000
#> HP1504101T2D_D6 1 0.000
#> HP1502401_K20 1 0.000
#> HP1504101T2D_N16 1 0.000
#> HP1502401_B23 1 0.000
#> HP1504101T2D_O24 2 0.000
#> HP1504101T2D_A18 1 0.000
#> HP1504101T2D_F16 1 0.000
#> AZ_A2 1 0.000
#> AZ_B9 1 0.000
#> AZ_A6 1 0.000
#> AZ_C11 1 0.000
#> AZ_B10 1 0.000
#> AZ_C10 1 0.000
#> AZ_B8 2 0.000
#> AZ_B1 1 0.000
#> AZ_A12 1 0.000
#> AZ_C1 1 0.000
#> AZ_A8 1 0.000
#> AZ_A11 1 0.000
#> AZ_C2 1 0.000
#> AZ_B11 1 0.000
#> AZ_B12 1 0.000
#> AZ_B2 1 0.000
#> AZ_B3 1 0.000
#> AZ_A7 2 0.000
#> AZ_A10 1 0.000
#> AZ_C3 2 0.000
#> AZ_B5 1 0.000
#> AZ_E12 1 0.000
#> AZ_D3 1 0.000
#> AZ_E4 1 0.000
#> AZ_G6 1 0.000
#> AZ_H5 1 0.000
#> AZ_G4 1 0.000
#> AZ_G10 1 0.000
#> AZ_D6 1 0.000
#> AZ_H1 1 0.000
#> AZ_G3 1 0.000
#> AZ_H11 1 0.000
#> AZ_D9 1 0.000
#> AZ_D5 1 0.000
#> AZ_G5 1 0.000
#> AZ_H2 1 0.000
#> AZ_E2 1 0.000
#> AZ_H10 2 0.000
#> AZ_F6 2 0.000
#> AZ_F5 2 0.000
#> AZ_D8 1 0.000
#> AZ_E3 1 1.000
#> AZ_E7 1 0.000
#> AZ_G2 1 0.000
#> AZ_H6 1 0.000
#> AZ_F9 2 0.000
#> AZ_C8 1 0.000
#> AZ_H12 1 0.000
#> AZ_E5 1 0.000
#> AZ_D12 1 0.000
#> AZ_F4 1 0.000
#> AZ_F7 1 0.000
#> AZ_C4 1 0.000
#> AZ_C5 1 0.000
#> AZ_D7 1 0.000
#> AZ_D4 1 0.000
#> AZ_F2 1 0.000
#> AZ_E8 1 0.000
#> AZ_F1 1 0.000
#> AZ_F8 1 0.000
#> AZ_C9 2 0.000
#> AZ_G1 1 0.000
#> AZ_E9 1 0.000
#> AZ_H9 1 0.000
#> AZ_D2 1 0.000
#> HP1508501T2D_M1 1 1.000
#> HP1508501T2D_K2 2 0.000
#> HP1508501T2D_E1 2 0.000
#> HP1508501T2D_A3 1 0.000
#> HP1508501T2D_I2 1 0.000
#> HP1508501T2D_O1 1 0.000
#> HP1508501T2D_G2 2 0.000
#> HP1508501T2D_I1 2 0.000
#> HP1508501T2D_C2 2 0.000
#> HP1508501T2D_K1 1 0.000
#> HP1508501T2D_G3 2 0.000
#> HP1508501T2D_G1 2 0.000
#> HP1508501T2D_C20 1 0.000
#> HP1508501T2D_M9 1 0.000
#> HP1508501T2D_L13 1 0.000
#> HP1508501T2D_O4 1 0.000
#> HP1508501T2D_N1 2 0.000
#> HP1508501T2D_P7 1 0.000
#> HP1508501T2D_B15 1 0.000
#> HP1508501T2D_D2 1 0.000
#> HP1508501T2D_H11 1 0.000
#> HP1508501T2D_E24 1 0.000
#> HP1508501T2D_B18 2 0.000
#> HP1508501T2D_G15 1 0.000
#> HP1508501T2D_M20 1 0.000
#> HP1508501T2D_B23 1 0.000
#> HP1508501T2D_A8 2 0.000
#> HP1508501T2D_J21 1 0.000
#> HP1508501T2D_A13 1 0.000
#> HP1508501T2D_O3 2 0.000
#> HP1508501T2D_F3 1 0.000
#> HP1508501T2D_M17 2 0.000
#> HP1508501T2D_I15 1 0.000
#> HP1508501T2D_E6 1 0.000
#> HP1508501T2D_E14 1 0.000
#> HP1508501T2D_M19 1 0.000
#> HP1508501T2D_D17 1 0.000
#> HP1508501T2D_L18 1 0.000
#> HP1508501T2D_A23 2 0.000
#> HP1508501T2D_M3 2 0.000
#> HP1508501T2D_L20 2 0.000
#> HP1508501T2D_F17 1 0.000
#> HP1508501T2D_A10 1 0.000
#> HP1508501T2D_P14 2 0.000
#> HP1508501T2D_I24 2 0.000
#> HP1508501T2D_H22 1 0.000
#> HP1508501T2D_I20 1 0.000
#> HP1508501T2D_F4 2 0.000
#> HP1508501T2D_F12 2 0.000
#> HP1508501T2D_N9 2 0.000
#> HP1508501T2D_H5 2 0.000
#> HP1508501T2D_A19 1 0.000
#> HP1508501T2D_H2 1 0.000
#> HP1508501T2D_J23 2 0.000
#> HP1508501T2D_B17 2 0.000
#> HP1508501T2D_D5 1 0.000
#> HP1508501T2D_I3 2 0.000
#> HP1508501T2D_I8 1 0.000
#> HP1508501T2D_L6 1 0.000
#> HP1508501T2D_B5 1 0.000
#> HP1508501T2D_C14 1 0.000
#> HP1508501T2D_J11 2 0.000
#> HP1508501T2D_F16 1 0.000
#> HP1508501T2D_L7 1 0.000
#> HP1508501T2D_L14 1 0.000
#> HP1508501T2D_N7 2 0.000
#> HP1508501T2D_M15 2 0.000
#> HP1508501T2D_K22 2 0.000
#> HP1508501T2D_H17 2 0.000
#> HP1508501T2D_G10 1 0.000
#> HP1508501T2D_M22 2 0.000
#> HP1508501T2D_N13 2 0.000
#> HP1508501T2D_F14 2 1.000
#> HP1508501T2D_D6 1 0.000
#> HP1508501T2D_E12 1 0.000
#> HP1508501T2D_P3 1 0.000
#> HP1508501T2D_H4 1 0.000
#> HP1508501T2D_E18 1 0.000
#> HP1508501T2D_G11 1 0.000
#> HP1508501T2D_P11 1 0.000
#> HP1508501T2D_L16 1 0.000
#> HP1508501T2D_P9 1 0.000
#> HP1508501T2D_F8 2 0.000
#> HP1508501T2D_O14 1 0.000
#> HP1508501T2D_D1 1 0.000
#> HP1508501T2D_L10 2 0.000
#> HP1508501T2D_N24 2 0.000
#> HP1508501T2D_O7 2 0.000
#> HP1508501T2D_C9 2 0.000
#> HP1508501T2D_K21 1 0.000
#> HP1508501T2D_H6 1 0.000
#> HP1508501T2D_E15 2 0.000
#> HP1508501T2D_J9 1 0.000
#> HP1508501T2D_B11 1 0.000
#> HP1508501T2D_E10 1 0.000
#> HP1508501T2D_I18 1 0.000
#> HP1508501T2D_B21 2 1.000
#> HP1508501T2D_N17 2 0.000
#> HP1508501T2D_G12 2 0.000
#> HP1508501T2D_C13 1 0.000
#> HP1508501T2D_E22 1 0.000
#> HP1508501T2D_A24 1 0.000
#> HP1508501T2D_K16 1 0.000
#> HP1508501T2D_N20 1 0.000
#> HP1508501T2D_M4 1 0.000
#> HP1508501T2D_N2 2 0.000
#> HP1508501T2D_K18 2 0.000
#> HP1508501T2D_B8 1 0.000
#> HP1508501T2D_N22 2 0.000
#> HP1508501T2D_I16 1 0.000
#> HP1508501T2D_C24 2 0.000
#> HP1508501T2D_H13 2 0.000
#> HP1508501T2D_M7 2 0.000
#> HP1508501T2D_L21 2 0.000
#> HP1508501T2D_G19 2 0.000
#> HP1508501T2D_F1 1 0.000
#> HP1508501T2D_E7 2 0.000
#> HP1508501T2D_I11 2 0.000
#> HP1508501T2D_K7 2 0.000
#> HP1508501T2D_O9 2 0.000
#> HP1508501T2D_H12 1 1.000
#> HP1508501T2D_K4 1 0.000
#> HP1508501T2D_I17 2 0.000
#> HP1508501T2D_O13 2 0.000
#> HP1508501T2D_H18 1 0.000
#> HP1508501T2D_M16 1 1.000
#> HP1508501T2D_H3 1 0.000
#> HP1508501T2D_C10 1 0.000
#> HP1508501T2D_L11 2 0.000
#> HP1508501T2D_B20 1 0.000
#> HP1508501T2D_B4 1 0.000
#> HP1508501T2D_J17 1 0.000
#> HP1508501T2D_C23 1 0.000
#> HP1508501T2D_K17 1 0.000
#> HP1508501T2D_G14 2 0.000
#> HP1508501T2D_D3 1 0.000
#> HP1508501T2D_K20 1 0.000
#> HP1508501T2D_D16 1 0.000
#> HP1508501T2D_G24 1 0.000
#> HP1508501T2D_B10 1 0.000
#> HP1508501T2D_J13 2 0.000
#> HP1508501T2D_P8 1 0.000
#> HP1508501T2D_N18 1 0.000
#> HP1508501T2D_M18 2 0.000
#> HP1508501T2D_I22 1 0.000
#> HP1508501T2D_G20 1 0.000
#> HP1508501T2D_K12 1 0.000
#> HP1508501T2D_J20 1 0.000
#> HP1508501T2D_K6 2 0.000
#> HP1508501T2D_J4 1 0.000
#> HP1508501T2D_M14 1 0.000
#> HP1508501T2D_F21 2 0.000
#> HP1508501T2D_C19 2 0.000
#> HP1508501T2D_E8 1 0.000
#> HP1508501T2D_I23 1 0.000
#> HP1508501T2D_M8 1 0.000
#> HP1508501T2D_E17 2 0.000
#> HP1508501T2D_B22 1 0.000
#> HP1508501T2D_F7 1 0.000
#> HP1508501T2D_E19 1 0.000
#> HP1508501T2D_H16 2 0.000
#> HP1508501T2D_J12 1 0.502
#> HP1508501T2D_F9 1 0.000
#> HP1508501T2D_G17 2 0.000
#> HP1508501T2D_F15 2 0.000
#> HP1508501T2D_C15 2 0.000
#> HP1508501T2D_N4 2 1.000
#> HP1508501T2D_I10 2 0.000
#> HP1508501T2D_I14 1 0.000
#> HP1508501T2D_N15 2 0.000
#> HP1508501T2D_L23 2 0.000
#> HP1508501T2D_J3 1 0.000
#> HP1508501T2D_B24 2 0.000
#> HP1508501T2D_E4 2 0.000
#> HP1508501T2D_H23 1 0.000
#> HP1508501T2D_L2 2 0.000
#> HP1508501T2D_D9 2 0.000
#> HP1508501T2D_D21 1 0.000
#> HP1508501T2D_L15 2 0.000
#> HP1508501T2D_G18 2 0.000
#> HP1508501T2D_E23 2 1.000
#> HP1508501T2D_D14 1 0.000
#> HP1508501T2D_O8 2 0.000
#> HP1508501T2D_D24 2 0.000
#> HP1508501T2D_C12 2 0.000
#> HP1508501T2D_K15 2 0.000
#> HP1508501T2D_J22 2 0.000
#> HP1508501T2D_F18 1 0.000
#> HP1508501T2D_N23 2 0.000
#> HP1508501T2D_A17 2 0.000
#> HP1508501T2D_L24 2 0.000
#> HP1508501T2D_C11 2 0.000
#> HP1508501T2D_P2 2 0.000
#> HP1508501T2D_C8 1 0.000
#> HP1508501T2D_D13 1 0.000
#> HP1508501T2D_L17 2 1.000
#> HP1508501T2D_D15 1 0.000
#> HP1508501T2D_B14 2 0.000
#> HP1508501T2D_F11 1 0.000
#> HP1508501T2D_C16 1 0.000
#> HP1508501T2D_C18 2 0.000
#> HP1508501T2D_O12 2 0.000
#> HP1508501T2D_J14 2 0.000
#> HP1508501T2D_G6 1 0.498
#> HP1508501T2D_L5 2 0.000
#> HP1508501T2D_M23 2 0.000
#> HP1508501T2D_J5 1 0.000
#> HP1508501T2D_N10 2 0.000
#> HP1508501T2D_K23 2 0.000
#> HP1508501T2D_P1 1 0.000
#> HP1508501T2D_N11 1 0.000
#> HP1508501T2D_K24 1 0.000
#> HP1508501T2D_M12 1 0.000
#> HP1508501T2D_I4 2 0.000
#> HP1508501T2D_K19 1 0.000
#> HP1508501T2D_N6 2 0.000
#> HP1508501T2D_I19 2 0.000
#> HP1508501T2D_J6 1 0.000
#> HP1508501T2D_B12 1 0.000
#> HP1508501T2D_K14 1 0.000
#> HP1508501T2D_J16 2 0.000
#> HP1508501T2D_H10 1 0.000
#> HP1508501T2D_M5 1 0.000
#> HP1508501T2D_H21 2 1.000
#> HP1508501T2D_D18 2 0.000
#> HP1508501T2D_G13 2 0.000
#> HP1508501T2D_N21 2 0.000
#> HP1508501T2D_F2 1 0.000
#> HP1508501T2D_E20 2 0.000
#> HP1508501T2D_J2 2 0.000
#> HP1508501T2D_J8 1 0.000
#> HP1508501T2D_P6 1 0.000
#> HP1508501T2D_C4 1 0.000
#> HP1508501T2D_H15 1 0.000
#> HP1508501T2D_G23 2 0.000
#> HP1508501T2D_A14 1 0.000
#> HP1508501T2D_I7 2 0.000
#> HP1508501T2D_A12 1 0.000
#> HP1508501T2D_O11 2 0.000
#> HP1508501T2D_B3 1 0.000
#> HP1508501T2D_A15 1 0.000
#> HP1508501T2D_I12 2 0.000
#> HP1508501T2D_J1 1 0.000
#> HP1508501T2D_M10 2 0.000
#> HP1508501T2D_A11 2 0.000
#> HP1508501T2D_H14 1 1.000
#> HP1508501T2D_K9 1 0.000
#> HP1508501T2D_J24 1 0.000
#> HP1508501T2D_J18 1 0.000
#> HP1508501T2D_E11 2 0.000
#> HP1508501T2D_F20 1 0.000
#> HP1508501T2D_G4 1 0.000
#> HP1508501T2D_I13 2 0.000
#> HP1508501T2D_D8 1 0.000
#> HP1508501T2D_L9 2 0.000
#> HP1508501T2D_E9 2 0.000
#> HP1508501T2D_D22 2 0.000
#> HP1508501T2D_D10 1 0.000
#> HP1508501T2D_B16 1 0.000
#> HP1508501T2D_G22 1 0.000
#> HP1508501T2D_E13 1 0.000
#> HP1508501T2D_I21 2 0.000
#> HP1508501T2D_K3 2 0.000
#> HP1508501T2D_N8 2 0.000
#> HP1508501T2D_J15 2 0.000
#> HP1506401_I2 1 0.000
#> HP1506401_K1 1 0.000
#> HP1506401_I1 1 0.000
#> HP1506401_G2 2 0.000
#> HP1506401_K2 2 0.000
#> HP1506401_M1 2 0.000
#> HP1506401_G1 1 0.000
#> HP1506401_O2 2 0.000
#> HP1506401_D14 2 0.000
#> HP1506401_A9 2 0.000
#> HP1506401_B22 1 0.000
#> HP1506401_N10 2 0.000
#> HP1506401_D15 2 0.000
#> HP1506401_J9 2 0.000
#> HP1506401_K12 1 0.000
#> HP1506401_N1 2 0.000
#> HP1506401_G14 2 0.000
#> HP1506401_O16 2 0.000
#> HP1506401_D3 2 0.000
#> HP1506401_E23 2 0.000
#> HP1506401_G21 2 0.000
#> HP1506401_B17 2 0.000
#> HP1506401_N9 2 0.000
#> HP1506401_J5 2 0.000
#> HP1506401_C9 1 0.000
#> HP1506401_M16 2 0.000
#> HP1506401_H15 2 0.000
#> HP1506401_H16 2 0.000
#> HP1506401_C24 2 0.000
#> HP1506401_E6 2 0.000
#> HP1506401_I14 1 0.000
#> HP1506401_J2 2 0.000
#> HP1506401_F13 1 0.000
#> HP1506401_B1 2 0.000
#> HP1506401_H4 2 0.000
#> HP1506401_I15 2 0.000
#> HP1506401_O4 2 0.000
#> HP1506401_L7 2 1.000
#> HP1506401_D24 2 0.000
#> HP1506401_L21 2 0.000
#> HP1506401_J24 2 0.000
#> HP1506401_G8 1 0.000
#> HP1506401_F12 1 0.000
#> HP1506401_J6 2 0.000
#> HP1506401_H12 1 0.000
#> HP1506401_N5 2 0.000
#> HP1506401_I24 2 0.000
#> HP1506401_F24 1 0.000
#> HP1506401_F8 1 0.000
#> HP1506401_F16 2 0.000
#> HP1506401_M18 2 0.000
#> HP1506401_I13 2 0.000
#> HP1506401_J8 2 0.000
#> HP1506401_K17 2 0.000
#> HP1506401_O24 2 0.000
#> HP1506401_L18 2 0.000
#> HP1506401_H18 2 0.000
#> HP1506401_F2 2 0.000
#> HP1506401_A5 1 0.000
#> HP1506401_N20 1 0.000
#> HP1506401_M4 2 0.000
#> HP1506401_J3 2 0.000
#> HP1506401_N16 2 0.000
#> HP1506401_D8 2 0.000
#> HP1506401_H7 2 0.000
#> HP1506401_M21 2 0.000
#> HP1506401_E15 1 0.000
#> HP1506401_P11 2 0.000
#> HP1506401_L10 2 0.000
#> HP1506401_N24 2 0.000
#> HP1506401_P5 2 0.000
#> HP1506401_E12 1 0.000
#> HP1506401_B4 1 0.000
#> HP1506401_L20 2 0.000
#> HP1506401_P20 1 0.000
#> HP1506401_C17 2 0.000
#> HP1506401_M19 2 0.000
#> HP1506401_J7 2 0.000
#> HP1506401_J23 2 0.000
#> HP1506401_D2 2 0.000
#> HP1506401_D23 2 0.000
#> HP1506401_G18 2 0.000
#> HP1506401_J17 1 0.000
#> HP1506401_B5 2 0.000
#> HP1506401_K6 2 0.000
#> HP1506401_E17 2 0.000
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#> HP1504901_D13 2 0.000
#> HP1504901_E18 1 0.000
#> HP1504901_H6 1 0.000
#> HP1504901_J17 1 0.000
#> HP1504901_N1 1 0.000
#> HP1504901_B4 1 0.000
#> HP1504901_J7 1 0.000
#> HP1504901_B7 1 0.000
#> HP1504901_J18 1 1.000
#> HP1504901_A22 1 1.000
#> HP1504901_D22 1 0.000
#> HP1504901_G4 1 0.000
#> HP1504901_E6 2 0.000
#> HP1504901_D9 1 0.000
#> HP1504901_N22 1 0.000
#> HP1504901_J15 1 0.000
#> HP1504901_K14 1 0.000
#> HP1504901_N15 1 0.000
#> HP1504901_J20 1 0.000
#> HP1504901_J23 1 0.000
#> HP1504901_L16 2 0.000
#> HP1504901_C13 1 0.000
#> HP1504901_B23 1 0.000
#> HP1504901_F19 1 0.000
#> HP1504901_J4 1 0.000
#> HP1504901_K22 1 0.000
#> HP1504901_O5 1 0.000
#> HP1504901_J9 1 0.000
#> HP1504901_M4 1 0.000
#> HP1504901_G2 1 0.000
#> HP1504901_N16 1 0.000
#> HP1504901_G10 1 1.000
#> HP1504901_F24 1 0.000
#> HP1504901_O17 1 0.000
#> HP1504901_A19 1 0.000
#> HP1504901_D5 1 0.000
#> HP1504901_D1 1 0.000
#> HP1504901_F16 1 1.000
#> HP1504901_B6 1 0.000
#> HP1504901_E23 1 0.000
#> HP1504901_N8 1 0.000
#> HP1504901_N12 1 0.000
#> HP1504901_H8 1 0.000
#> HP1504901_M24 1 0.000
#> HP1504901_L1 1 0.000
#> HP1504901_B9 1 0.000
#> HP1504901_O4 2 0.000
#> HP1504901_O10 1 0.000
#> HP1504901_M11 1 1.000
#> HP1504901_B18 1 0.000
#> HP1504901_F9 1 0.000
#> HP1504901_F20 1 0.000
#> HP1504901_O6 1 0.000
#> HP1504901_B14 2 0.000
#> HP1504901_D4 1 1.000
#> HP1504901_E10 1 0.000
#> HP1504901_L13 1 0.000
#> HP1504901_L22 1 0.000
#> HP1504901_O24 1 0.000
#> HP1504901_G13 1 0.000
#> HP1504901_J22 1 0.000
#> HP1504901_L14 1 0.000
#> HP1504901_A2 1 0.000
#> HP1504901_N17 1 0.000
#> HP1504901_L3 1 0.000
#> HP1504901_I3 1 0.000
#> HP1504901_A9 1 0.000
#> HP1504901_I21 1 0.000
#> HP1504901_K23 2 0.000
#> HP1504901_G6 1 0.000
#> HP1504901_O16 1 0.000
#> HP1504901_E14 1 0.000
#> HP1504901_G11 2 0.000
#> HP1504901_N24 1 0.000
#> HP1504901_D17 1 0.000
#> HP1504901_K6 1 0.000
#> HP1504901_D2 1 0.000
#> HP1504901_I18 1 0.000
#> HP1504901_E21 1 0.000
#> HP1504901_H18 1 0.000
#> HP1504901_D24 1 0.000
#> HP1504901_J6 1 0.000
#> HP1504901_I2 1 0.000
#> HP1504901_D14 1 0.000
#> HP1504901_G16 1 0.000
#> HP1504901_P20 1 0.000
#> HP1504901_M18 1 0.000
#> HP1504901_J3 1 0.000
#> HP1504901_F4 1 0.000
#> HP1504901_D7 1 0.000
#> HP1504901_M21 1 0.000
#> HP1504901_B10 1 0.000
#> HP1504901_H1 1 0.000
#> HP1504901_J5 1 1.000
#> HP1504901_K5 1 0.000
#> HP1504901_F10 1 0.000
#> HP1504901_H16 2 0.000
#> HP1504901_G15 1 0.000
#> HP1504901_H2 1 0.000
#> HP1504901_G18 1 0.000
#> HP1504901_N19 1 0.000
#> HP1504901_C10 1 0.000
#> HP1504901_I8 1 0.000
#> HP1504901_I22 1 0.000
#> HP1504901_B21 1 0.000
#> HP1504901_N7 1 0.000
#> HP1504901_C14 1 0.000
#> HP1504901_A10 1 0.000
#> HP1504901_I13 1 1.000
#> HP1504901_C23 1 0.000
#> HP1504901_E2 1 1.000
#> HP1504901_D21 1 0.000
#> HP1504901_G19 1 0.000
#> HP1504901_N21 1 1.000
#> HP1504901_B2 1 0.000
#> HP1504901_L9 1 0.000
#> HP1504901_N23 1 0.000
#> HP1504901_F3 1 0.000
#> HP1525301T2D_P14 2 0.000
#> HP1525301T2D_K15 1 0.000
#> HP1525301T2D_D19 1 0.000
#> HP1526901T2D_K12 1 0.000
#> HP1525301T2D_G11 1 0.000
#> HP1525301T2D_A6 1 0.000
#> HP1508501T2D_P4 1 0.000
#> HP1525301T2D_K23 1 0.000
#> HP1525301T2D_P16 2 0.000
#> HP1525301T2D_O14 2 0.000
#> HP1525301T2D_H14 2 0.000
#> HP1525301T2D_F24 2 0.000
#> HP1525301T2D_P1 2 0.000
#> HP1526901T2D_A20 1 0.000
#> HP1526901T2D_A10 1 0.000
#> HP1525301T2D_I21 1 0.000
#> HP1526901T2D_A3 1 0.000
#> HP1526901T2D_O5 2 0.000
#> HP1525301T2D_I12 1 0.000
#> HP1525301T2D_P22 1 0.000
#> HP1525301T2D_H9 2 0.000
#> HP1526901T2D_P20 1 0.000
#> HP1525301T2D_K16 2 0.000
#> HP1526901T2D_B6 1 0.000
#> HP1526901T2D_P9 1 0.000
#> HP1526901T2D_E11 1 0.000
#> HP1525301T2D_C3 2 0.000
#> HP1526901T2D_M21 1 0.000
#> HP1526901T2D_H18 1 0.000
#> HP1525301T2D_D1 2 0.000
#> HP1526901T2D_D5 1 0.000
#> HP1525301T2D_J14 1 0.000
#> HP1525301T2D_P6 1 0.000
#> HP1525301T2D_F15 1 0.000
#> HP1526901T2D_K6 1 0.000
#> HP1525301T2D_C16 1 0.000
#> HP1525301T2D_I18 2 0.000
#> HP1525301T2D_M11 2 0.000
#> HP1526901T2D_J6 1 0.000
#> HP1525301T2D_I23 2 0.000
#> HP1526901T2D_L16 1 0.000
#> HP1526901T2D_F2 1 0.000
#> HP1525301T2D_K14 2 0.000
#> HP1525301T2D_J7 2 0.000
#> HP1525301T2D_B1 1 0.000
#> HP1525301T2D_C4 2 0.000
#> HP1525301T2D_J21 2 0.000
#> HP1525301T2D_E19 1 0.000
#> HP1526901T2D_C13 1 0.000
#> HP1525301T2D_B4 1 0.000
#> HP1525301T2D_F19 1 0.000
#> HP1525301T2D_B5 1 0.000
#> HP1526901T2D_C19 1 0.000
#> HP1526901T2D_E18 1 0.000
#> HP1525301T2D_N3 1 0.000
#> HP1525301T2D_I6 1 0.000
#> HP1525301T2D_N23 1 0.000
#> HP1526901T2D_H23 1 0.000
#> HP1525301T2D_G22 1 0.000
#> HP1525301T2D_J5 2 0.000
#> HP1525301T2D_D10 2 0.000
#> HP1526901T2D_F15 2 0.000
#> HP1526901T2D_O22 1 0.000
#> HP1526901T2D_M8 2 0.000
#> HP1525301T2D_C6 2 0.000
#> HP1526901T2D_G21 1 0.000
#> HP1525301T2D_D11 1 0.000
#> HP1526901T2D_I6 1 0.000
#> HP1526901T2D_H24 1 0.000
#> HP1525301T2D_E1 1 0.000
#> HP1526901T2D_J22 1 0.000
#> HP1526901T2D_N15 1 0.000
#> HP1525301T2D_G3 2 0.000
#> HP1525301T2D_E11 2 0.000
#> HP1525301T2D_C2 1 0.000
#> HP1526901T2D_A1 1 0.000
#> HP1526901T2D_F3 1 0.000
#> HP1526901T2D_P21 1 0.000
#> HP1525301T2D_B11 1 0.000
#> HP1526901T2D_J24 1 0.000
#> HP1526901T2D_M15 1 0.000
#> HP1526901T2D_K11 1 0.000
#> HP1526901T2D_G17 1 0.000
#> HP1526901T2D_L1 1 0.000
#> HP1526901T2D_L2 1 0.000
#> HP1526901T2D_M19 1 0.000
#> HP1526901T2D_A16 1 0.000
#> HP1525301T2D_N4 2 0.000
#> HP1526901T2D_B4 1 0.000
#> HP1526901T2D_F21 1 0.000
#> HP1525301T2D_M16 1 0.000
#> HP1526901T2D_K3 1 0.000
#> HP1525301T2D_B24 2 0.000
#> HP1526901T2D_O15 1 0.000
#> HP1526901T2D_O12 1 1.000
#> HP1526901T2D_J21 1 0.000
#> HP1525301T2D_O1 2 0.000
#> HP1525301T2D_O20 2 0.000
#> HP1525301T2D_O9 2 0.000
#> HP1526901T2D_G7 1 0.000
#> HP1526901T2D_J5 1 0.000
#> HP1525301T2D_G13 2 0.000
#> HP1525301T2D_F23 1 0.000
#> HP1526901T2D_F4 1 0.000
#> HP1526901T2D_I1 2 0.000
#> HP1526901T2D_L4 1 0.000
#> HP1526901T2D_L14 1 0.000
#> HP1525301T2D_L23 2 0.000
#> HP1525301T2D_H23 1 0.000
#> HP1525301T2D_I1 2 0.000
#> HP1526901T2D_F10 1 0.000
#> HP1525301T2D_B23 1 0.000
#> HP1526901T2D_J18 2 0.000
#> HP1526901T2D_I10 1 0.000
#> HP1525301T2D_I4 1 0.000
#> HP1526901T2D_B24 2 0.000
#> HP1525301T2D_C24 2 0.000
#> HP1525301T2D_P8 1 0.000
#> HP1526901T2D_G24 2 0.000
#> HP1526901T2D_J8 1 0.000
#> HP1525301T2D_M22 1 1.000
#> HP1525301T2D_C1 1 0.000
#> HP1526901T2D_P13 2 0.000
#> HP1526901T2D_G23 1 0.000
#> HP1526901T2D_P22 1 0.000
#> HP1525301T2D_J2 1 0.000
#> HP1526901T2D_H20 1 0.000
#> HP1525301T2D_G14 2 0.000
#> HP1526901T2D_L7 1 0.000
#> HP1526901T2D_N12 1 0.000
#> HP1525301T2D_N7 1 0.000
#> HP1525301T2D_L1 2 0.000
#> HP1526901T2D_F5 1 0.000
#> HP1525301T2D_I10 2 0.000
#> HP1525301T2D_G20 2 0.000
#> HP1526901T2D_K24 1 0.000
#> HP1525301T2D_M7 1 0.000
#> HP1526901T2D_E8 1 0.000
#> HP1526901T2D_P14 1 0.000
#> HP1526901T2D_N4 2 0.000
#> HP1526901T2D_O24 1 0.000
#> HP1526901T2D_O14 1 0.000
#> HP1525301T2D_H24 2 0.000
#> HP1525301T2D_P13 2 0.000
#> HP1526901T2D_E20 1 0.000
#> HP1525301T2D_H6 1 0.000
#> HP1525301T2D_C10 1 0.000
#> HP1526901T2D_C3 1 0.000
#> HP1526901T2D_N13 1 0.000
#> HP1526901T2D_L19 1 0.000
#> HP1525301T2D_H7 1 0.000
#> HP1525301T2D_G15 1 0.000
#> HP1526901T2D_E23 2 0.000
#> HP1525301T2D_D2 2 0.000
#> HP1526901T2D_D19 1 0.000
#> HP1525301T2D_I3 2 0.000
#> HP1525301T2D_E23 1 0.000
#> HP1526901T2D_N9 1 0.000
#> HP1525301T2D_I7 1 0.000
#> HP1526901T2D_B18 1 0.000
#> HP1526901T2D_O21 1 0.000
#> HP1526901T2D_G14 1 0.000
#> HP1525301T2D_E7 1 0.000
#> HP1525301T2D_F10 2 0.000
#> HP1525301T2D_K21 2 0.000
#> HP1525301T2D_E3 1 0.000
#> HP1526901T2D_A4 1 0.000
#> HP1525301T2D_H3 2 0.000
#> HP1526901T2D_D4 2 0.000
#> HP1526901T2D_G1 1 0.000
#> HP1525301T2D_N5 2 0.000
#> HP1525301T2D_A17 2 0.000
#> HP1525301T2D_E12 2 0.000
#> HP1526901T2D_L5 1 0.249
#> HP1525301T2D_O18 1 0.000
#> HP1526901T2D_A23 1 0.000
#> HP1525301T2D_C13 2 0.000
#> HP1526901T2D_K22 1 0.000
#> HP1526901T2D_F17 1 0.000
#> HP1526901T2D_N3 1 0.000
#> HP1526901T2D_K23 1 0.000
#> HP1525301T2D_O2 1 0.249
#> HP1526901T2D_K4 2 0.000
#> HP1525301T2D_I19 2 0.000
#> HP1526901T2D_P17 1 0.000
#> HP1526901T2D_O1 1 0.000
#> HP1525301T2D_F2 1 0.000
#> HP1526901T2D_M20 2 0.000
#> HP1526901T2D_O17 1 0.000
#> HP1525301T2D_H19 1 0.000
#> HP1526901T2D_M4 1 0.000
#> HP1526901T2D_D22 2 0.000
#> HP1525301T2D_I11 2 0.751
#> HP1525301T2D_J15 2 0.000
#> HP1526901T2D_J11 2 0.000
#> HP1525301T2D_P21 2 0.000
#> HP1525301T2D_M13 1 0.000
#> HP1526901T2D_A9 1 0.000
#> HP1525301T2D_P24 1 0.000
#> HP1525301T2D_I5 1 0.000
#> HP1525301T2D_L15 1 0.000
#> HP1525301T2D_J23 2 0.000
#> HP1525301T2D_P5 2 0.000
#> HP1526901T2D_G11 2 1.000
#> HP1525301T2D_F21 2 0.000
#> HP1525301T2D_A19 2 0.000
#> HP1526901T2D_P2 1 0.000
#> HP1526901T2D_A12 1 0.000
#> HP1526901T2D_K20 1 0.000
#> HP1525301T2D_J16 2 0.000
#> HP1525301T2D_F7 2 0.000
#> HP1526901T2D_E9 2 0.000
#> HP1526901T2D_F24 2 0.000
#> HP1525301T2D_O7 2 0.000
#> HP1526901T2D_A2 1 0.000
#> HP1525301T2D_A12 2 0.000
#> HP1526901T2D_L11 1 0.000
#> HP1526901T2D_B12 1 0.000
#> HP1526901T2D_H22 1 0.000
#> HP1526901T2D_J3 2 0.000
#> HP1525301T2D_B6 2 0.000
#> HP1525301T2D_E5 2 0.000
#> HP1525301T2D_K11 2 0.000
#> HP1526901T2D_A17 1 0.000
#> HP1526901T2D_N7 2 0.000
#> HP1526901T2D_P12 1 0.000
#> HP1525301T2D_L8 2 0.000
#> HP1526901T2D_J2 1 0.000
#> HP1525301T2D_O23 2 0.000
#> HP1526901T2D_D18 1 0.000
#> HP1526901T2D_B17 1 0.000
#> HP1526901T2D_G2 1 0.000
#> HP1525301T2D_A9 1 0.000
#> HP1526901T2D_A11 2 0.000
#> HP1526901T2D_I20 1 0.000
#> HP1526901T2D_F1 1 0.000
#> HP1525301T2D_F5 2 0.000
#> HP1525301T2D_A15 2 0.000
#> HP1526901T2D_F16 2 0.000
#> HP1526901T2D_B20 1 0.000
#> HP1525301T2D_L2 2 0.000
#> HP1526901T2D_H12 1 0.000
#> HP1525301T2D_B10 2 0.000
#> HP1526901T2D_G13 1 0.000
#> HP1526901T2D_N18 1 0.000
#> HP1525301T2D_E2 2 0.000
#> HP1525301T2D_E24 2 0.000
#> HP1525301T2D_P17 1 0.000
#> HP1526901T2D_O9 1 0.000
#> HP1526901T2D_N6 1 0.000
#> HP1525301T2D_B15 1 0.000
#> HP1525301T2D_L22 1 0.000
#> HP1526901T2D_I21 1 0.000
#> HP1526901T2D_H16 1 0.000
#> HP1525301T2D_I2 1 0.000
#> HP1525301T2D_H12 1 0.000
#> HP1525301T2D_K18 2 0.000
#> HP1526901T2D_K21 1 0.000
#> HP1525301T2D_L24 1 0.000
#> HP1525301T2D_C17 2 0.000
#> HP1525301T2D_D3 2 0.000
#> HP1525301T2D_D22 2 0.000
#> HP1525301T2D_F16 2 0.000
#> HP1526901T2D_P23 1 0.000
#> HP1525301T2D_L14 1 0.000
#> HP1525301T2D_N8 1 0.000
#> HP1526901T2D_N20 1 0.000
#> HP1526901T2D_D7 2 0.000
#> HP1526901T2D_F9 1 0.000
#> HP1526901T2D_B9 1 0.000
#> HP1526901T2D_E15 2 0.000
#> HP1526901T2D_L24 1 0.000
#> HP1526901T2D_H4 1 0.000
#> HP1526901T2D_H17 1 0.000
#> HP1525301T2D_N11 2 0.000
#> HP1526901T2D_I24 1 0.000
#> HP1526901T2D_A24 2 0.000
#> HP1525301T2D_G23 1 0.000
#> HP1526901T2D_E22 2 0.000
#> HP1526901T2D_A22 1 0.000
#> HP1525301T2D_C14 2 0.000
#> HP1526901T2D_C14 2 0.000
#> HP1525301T2D_K6 2 0.000
#> HP1525301T2D_L4 2 0.000
#> HP1526901T2D_M24 1 0.000
#> HP1525301T2D_G9 2 0.000
#> HP1526901T2D_O23 1 0.000
#> HP1526901T2D_L3 1 0.000
#> HP1525301T2D_M8 1 0.000
#> HP1525301T2D_J18 1 0.000
#> HP1526901T2D_A15 1 0.000
#> HP1525301T2D_L20 2 0.000
#> HP1525301T2D_F4 1 0.000
#> HP1526901T2D_E1 2 0.000
#> HP1526901T2D_P7 1 0.000
#> HP1526901T2D_K17 2 0.000
#> HP1526901T2D_F22 2 0.000
#> HP1526901T2D_D10 1 0.000
#> HP1526901T2D_J20 1 0.000
#> HP1525301T2D_I22 2 0.000
#> HP1525301T2D_J4 1 0.000
#> HP1525301T2D_K10 2 0.000
#> HP1525301T2D_F8 2 0.000
#> HP1525301T2D_A13 2 0.000
#> HP1525301T2D_G4 1 0.000
#> HP1525301T2D_J13 1 0.000
#> HP1525301T2D_G19 1 0.000
#> HP1526901T2D_L17 1 0.000
#> HP1525301T2D_A1 2 0.000
#> HP1526901T2D_O2 2 0.000
#> HP1526901T2D_O13 1 0.000
#> HP1526901T2D_A7 1 0.000
#> HP1525301T2D_N13 1 0.000
#> HP1526901T2D_D3 2 0.000
#> HP1526901T2D_K18 1 0.000
#> HP1525301T2D_D6 2 0.000
#> HP1525301T2D_O3 2 0.000
#> HP1525301T2D_N14 2 0.000
#> HP1526901T2D_J1 1 0.000
#> HP1525301T2D_J8 1 0.000
#> HP1525301T2D_J9 2 0.000
#> HP1525301T2D_P2 2 0.000
#> HP1525301T2D_K12 2 0.000
#> HP1526901T2D_H9 2 0.000
#> HP1526901T2D_N23 1 0.000
#> HP1526901T2D_B1 1 0.000
#> HP1526901T2D_K10 1 0.000
#> HP1526901T2D_M14 2 0.751
#> HP1526901T2D_N1 1 0.000
#> HP1526901T2D_I7 1 0.000
#> HP1526901T2D_A19 1 0.000
#> HP1525301T2D_N18 1 0.000
#> HP1525301T2D_O17 2 0.000
#> HP1526901T2D_C15 1 0.000
#> HP1526901T2D_B23 2 0.000
#> HP1526901T2D_I19 1 0.000
#> HP1526901T2D_J19 1 0.000
#> HP1525301T2D_G17 2 0.000
#> HP1525301T2D_C5 1 0.000
#> HP1526901T2D_C22 2 0.000
#> HP1526901T2D_D2 2 0.000
#> HP1526901T2D_O3 1 0.000
#> HP1526901T2D_P8 1 1.000
#> HP1526901T2D_L15 2 0.000
#> HP1525301T2D_C23 2 0.000
#> HP1526901T2D_G16 1 0.000
#> HP1526901T2D_D8 1 0.000
#> HP1526901T2D_I14 1 0.000
#> HP1525301T2D_I15 2 0.000
#> HP1525301T2D_E13 1 0.000
#> HP1526901T2D_M1 1 0.000
#> HP1525301T2D_B8 1 0.000
#> HP1526901T2D_A6 2 0.000
#> HP1525301T2D_H10 1 0.000
#> HP1526901T2D_J4 1 0.000
#> HP1525301T2D_E15 2 0.000
#> HP1525301T2D_L9 1 0.000
#> HP1526901T2D_G10 1 0.000
#> HP1525301T2D_A11 1 0.000
#> HP1526901T2D_K2 1 0.000
#> HP1526901T2D_B7 1 0.000
#> HP1526901T2D_I13 1 0.000
#> HP1526901T2D_O7 1 0.000
#> HP1526901T2D_I3 1 0.000
#> HP1526901T2D_M2 1 0.000
#> HP1526901T2D_N10 1 0.000
#> HP1526901T2D_K1 2 0.000
#> HP1526901T2D_I8 1 0.000
#> HP1526901T2D_C23 2 0.000
#> HP1526901T2D_H14 1 0.000
#> HP1525301T2D_P11 1 0.000
#> HP1526901T2D_L13 1 0.000
#> HP1525301T2D_H11 2 0.000
#> HP1525301T2D_P18 1 0.000
#> HP1526901T2D_E21 1 0.000
#> HP1525301T2D_L6 2 0.000
#> HP1525301T2D_F12 2 0.000
#> HP1525301T2D_P19 2 0.000
#> HP1526901T2D_C20 2 0.000
#> HP1525301T2D_A14 2 0.000
#> HP1525301T2D_C9 2 0.000
#> HP1525301T2D_O6 1 0.000
#> HP1525301T2D_M2 2 0.000
#> HP1525301T2D_L5 2 0.000
#> HP1526901T2D_E2 1 0.000
#> HP1526901T2D_I5 1 0.000
#> HP1525301T2D_C8 1 0.000
#> HP1526901T2D_B11 1 0.000
#> HP1525301T2D_A16 1 0.000
#> HP1526901T2D_P11 1 0.000
#> HP1525301T2D_C7 2 0.000
#> HP1526901T2D_O6 1 0.000
#> HP1525301T2D_J20 2 0.000
#> HP1526901T2D_M13 1 0.000
#> HP1526901T2D_E3 1 0.000
#> HP1526901T2D_G18 1 0.000
#> HP1525301T2D_N16 2 0.000
#> HP1525301T2D_C15 2 0.000
#> HP1525301T2D_B13 1 0.000
#> HP1525301T2D_M5 2 0.000
#> HP1526901T2D_F12 1 0.000
#> HP1525301T2D_D14 2 0.000
#> HP1526901T2D_J13 1 0.000
#> HP1526901T2D_I12 2 0.000
#> HP1526901T2D_P10 1 0.000
#> HP1525301T2D_P15 2 0.000
#> HP1525301T2D_N20 2 0.000
#> HP1525301T2D_P20 2 0.000
#> HP1526901T2D_C16 1 0.000
#> HP1525301T2D_L16 2 0.000
#> HP1526901T2D_J14 1 0.000
#> HP1525301T2D_G5 2 0.000
#> HP1525301T2D_P4 2 0.000
#> HP1525301T2D_I17 2 0.000
#> HP1526901T2D_C4 1 0.000
#> HP1526901T2D_H6 1 0.000
#> HP1526901T2D_N21 2 0.000
#> HP1525301T2D_M6 2 0.000
#> HP1525301T2D_L17 1 0.000
#> HP1526901T2D_C17 1 0.000
#> HP1525301T2D_P9 1 0.000
#> HP1526901T2D_F19 1 0.000
#> HP1525301T2D_N10 2 0.000
#> HP1526901T2D_K19 2 0.000
#> HP1525301T2D_J17 2 0.000
#> HP1526901T2D_D9 1 0.000
#> HP1525301T2D_D12 1 0.000
#> HP1526901T2D_F8 2 0.000
#> HP1526901T2D_P19 1 0.000
#> HP1525301T2D_N1 2 0.000
#> HP1525301T2D_B21 2 0.000
#> HP1525301T2D_H16 2 0.000
#> HP1526901T2D_E14 2 0.000
#> HP1526901T2D_C11 1 0.000
#> HP1526901T2D_H21 2 0.000
#> HP1525301T2D_M15 2 0.000
#> HP1525301T2D_A5 1 0.000
#> HP1526901T2D_L23 1 0.000
#> HP1525301T2D_M10 1 0.000
#> HP1526901T2D_N2 1 0.000
#> HP1525301T2D_C19 2 0.000
#> HP1526901T2D_O10 1 0.000
#> HP1526901T2D_H19 1 0.000
#> HP1526901T2D_C6 1 0.000
#> HP1526901T2D_I9 2 0.000
#> HP1526901T2D_E19 1 0.000
#> HP1526901T2D_L21 1 0.000
#> HP1525301T2D_K8 2 0.000
#> HP1526901T2D_I11 1 0.000
#> HP1526901T2D_E10 1 0.000
#> HP1525301T2D_H8 2 0.000
#> HP1526901T2D_L12 1 0.000
#> HP1525301T2D_B7 1 0.000
#> HP1525301T2D_K2 2 0.000
#> HP1526901T2D_H10 1 0.000
#> HP1525301T2D_M9 2 0.000
#> HP1526901T2D_D1 1 0.000
#> HP1525301T2D_K7 2 1.000
#> HP1525301T2D_D21 2 0.000
#> HP1526901T2D_P1 1 0.000
#> HP1526901T2D_E6 1 0.000
#> HP1525301T2D_K5 2 0.000
#> HP1526901T2D_M22 1 0.000
#> HP1525301T2D_B14 2 0.000
#> HP1525301T2D_B18 1 0.000
#> HP1526901T2D_J12 2 0.000
#> HP1525301T2D_D4 2 0.000
#> HP1526901T2D_M23 1 0.000
#> HP1525301T2D_K19 1 0.000
#> HP1525301T2D_G1 1 0.000
#> HP1525301T2D_F3 2 0.000
#> HP1526901T2D_F20 1 0.000
#> HP1526901T2D_N14 1 0.000
#> HP1525301T2D_G10 2 0.000
#> HP1525301T2D_M17 1 0.000
#> HP1525301T2D_H2 2 0.000
#> HP1525301T2D_A7 1 0.000
#> HP1526901T2D_A21 2 0.000
#> HP1525301T2D_H1 2 0.000
#> HP1526901T2D_F23 1 0.000
#> HP1525301T2D_J19 1 0.000
#> HP1526901T2D_G19 1 0.000
#> HP1525301T2D_G18 1 0.000
#> HP1526901T2D_G22 2 0.000
#> HP1525301T2D_H18 2 0.000
#> HP1526901T2D_C24 1 0.000
#> HP1526901T2D_L6 1 0.000
#> HP1526901T2D_I4 1 0.000
#> HP1525301T2D_O16 2 0.000
#> HP1525301T2D_E16 1 0.000
#> HP1526901T2D_B5 2 0.000
#> HP1526901T2D_O4 2 0.000
#> HP1526901T2D_P18 1 0.000
#> HP1525301T2D_I24 2 0.000
#> HP1525301T2D_O24 2 0.000
#> HP1526901T2D_D21 1 0.000
#> HP1526901T2D_C10 1 0.000
#> HP1526901T2D_D14 1 0.000
#> HP1526901T2D_C1 1 0.000
#> HP1526901T2D_D12 2 0.000
#> HP1526901T2D_E5 1 0.000
#> HP1525301T2D_M20 2 0.000
#> HP1526901T2D_G4 1 0.000
#> HP1526901T2D_P4 1 0.000
#> HP1526901T2D_B14 1 0.000
#> HP1525301T2D_H17 2 0.000
#> HP1525301T2D_C21 2 0.000
#> HP1526901T2D_C2 1 0.000
#> HP1525301T2D_L13 2 0.000
#> HP1525301T2D_K17 2 0.000
#> HP1526901T2D_K14 1 0.000
#> HP1526901T2D_G9 1 0.000
#> HP1526901T2D_I17 2 0.000
#> HP1525301T2D_A3 1 0.000
#> HP1525301T2D_N21 1 0.000
#> HP1525301T2D_D8 2 0.000
#> HP1526901T2D_I22 1 0.000
#> HP1526901T2D_O8 1 0.000
#> HP1526901T2D_B13 1 0.000
#> HP1526901T2D_H3 1 0.000
#> HP1525301T2D_O5 1 0.000
#> HP1526901T2D_M18 2 0.000
#> HP1525301T2D_M12 2 0.000
#> HP1526901T2D_J17 1 0.000
#> HP1526901T2D_E16 2 0.000
#> HP1525301T2D_N12 2 0.000
#> HP1525301T2D_C11 2 0.000
#> HP1526901T2D_D16 1 0.000
#> HP1526901T2D_M16 1 0.000
#> HP1525301T2D_D9 1 0.000
#> HP1525301T2D_G8 1 0.000
#> HP1525301T2D_I8 2 0.000
#> HP1525301T2D_O22 2 0.000
#> HP1525301T2D_K1 2 0.000
#> HP1525301T2D_E17 2 0.000
#> HP1525301T2D_E22 1 0.000
#> HP1525301T2D_K22 1 0.000
#> HP1525301T2D_D15 2 0.000
#> HP1526901T2D_H5 2 0.000
#> HP1525301T2D_H20 1 0.000
#> HP1525301T2D_N9 1 0.000
#> HP1525301T2D_G21 2 0.000
#> HP1525301T2D_M14 1 0.000
#> HP1526901T2D_A5 1 0.000
#> HP1525301T2D_O13 1 0.000
#> HP1526901T2D_F18 1 0.000
#> HP1526901T2D_O19 2 0.000
#> HP1526901T2D_D17 1 0.000
#> HP1525301T2D_C22 2 0.000
#> HP1525301T2D_B12 2 0.000
#> HP1525301T2D_B3 2 0.000
#> HP1526901T2D_K15 1 0.000
#> HP1525301T2D_J1 1 0.000
#> HP1525301T2D_N6 2 0.000
#> HP1526901T2D_A14 1 0.000
#> HP1526901T2D_A13 1 0.000
#> HP1526901T2D_N11 2 0.000
#> HP1526901T2D_I15 1 0.000
#> HP1526901T2D_B10 1 0.000
#> HP1526901T2D_K7 1 0.000
#> HP1526901T2D_H8 2 0.000
#> HP1525301T2D_I16 2 0.000
#> HP1526901T2D_N19 1 0.000
#> HP1526901T2D_B3 2 0.000
#> HP1526901T2D_G8 1 0.000
#> HP1525301T2D_O11 1 0.000
#> HP1525301T2D_E8 1 0.000
#> HP1526901T2D_M3 1 0.000
#> HP1526901T2D_I18 1 0.000
#> HP1525301T2D_P23 2 0.000
#> HP1525301T2D_N24 1 0.000
#> HP1526901T2D_M7 1 0.000
#> HP1526901T2D_N16 1 0.000
#> HP1526901T2D_C8 2 0.000
#> HP1526901T2D_H2 2 0.000
#> HP1526901T2D_I16 1 0.000
#> HP1526901T2D_F7 1 0.000
#> HP1525301T2D_K3 1 0.000
#> HP1525301T2D_J10 1 0.000
#> HP1526901T2D_N8 1 0.000
#> HP1526901T2D_A8 1 0.000
get_classes(res, k = 3)
#> class p
#> HP1502401_J14 1 1.000
#> HP1502401_B14 1 1.000
#> HP1502401_A14 2 0.000
#> HP1502401_C14 3 1.000
#> HP1502401_G14 1 1.000
#> HP1502401_E14 1 1.000
#> HP1502401_L14 3 1.000
#> HP1502401_M14 3 0.000
#> HP1502401_K14 3 0.751
#> HP1502401_I14 2 0.000
#> HP1502401_F13 2 0.000
#> HP1502401_L13 1 1.000
#> HP1502401_H14 1 1.000
#> HP1502401_F17 1 1.000
#> HP1504101T2D_B4 1 1.000
#> HP1504101T2D_M6 3 1.000
#> HP1504101T2D_F15 3 0.000
#> HP1504101T2D_H7 1 0.000
#> HP1502401_H23 2 0.000
#> HP1502401_L21 3 0.000
#> HP1504101T2D_F10 3 1.000
#> HP1504101T2D_B10 3 1.000
#> HP1502401_G18 2 0.000
#> HP1502401_K22 3 1.000
#> HP1502401_I22 1 1.000
#> HP1504101T2D_M18 3 0.000
#> HP1502401_J22 1 1.000
#> HP1504101T2D_O12 3 0.000
#> HP1502401_M15 1 1.000
#> HP1504101T2D_G16 3 1.000
#> HP1504101T2D_L23 3 0.000
#> HP1502401_G24 3 1.000
#> HP1502401_G23 2 0.000
#> HP1504101T2D_A24 3 0.000
#> HP1504101T2D_N17 3 0.249
#> HP1502401_N8 3 1.000
#> HP1504101T2D_G1 3 0.000
#> HP1504101T2D_A15 3 1.000
#> HP1504101T2D_M19 3 0.000
#> HP1502401_O16 3 1.000
#> HP1504101T2D_E16 3 0.249
#> HP1502401_A12 3 1.000
#> HP1502401_D18 2 0.000
#> HP1504101T2D_K2 3 1.000
#> HP1502401_K19 1 0.000
#> HP1502401_D5 3 0.000
#> HP1502401_H22 1 1.000
#> HP1504101T2D_J15 3 1.000
#> HP1504101T2D_N7 3 1.000
#> HP1504101T2D_O16 3 0.000
#> HP1502401_M5 3 0.249
#> HP1504101T2D_M4 3 1.000
#> HP1504101T2D_I20 3 0.000
#> HP1502401_K17 1 0.249
#> HP1504101T2D_B22 3 1.000
#> HP1504101T2D_G4 3 0.502
#> HP1502401_H15 3 1.000
#> HP1502401_H8 3 1.000
#> HP1502401_N17 1 1.000
#> HP1504101T2D_L13 1 1.000
#> HP1504101T2D_K24 3 0.000
#> HP1504101T2D_B24 1 1.000
#> HP1504101T2D_H14 3 0.253
#> HP1502401_A7 3 1.000
#> HP1504101T2D_I1 1 1.000
#> HP1502401_O2 3 0.000
#> HP1502401_J21 3 0.000
#> HP1504101T2D_J13 3 0.000
#> HP1502401_J8 3 1.000
#> HP1502401_N15 3 0.000
#> HP1504101T2D_L14 2 0.000
#> HP1504101T2D_D2 3 0.000
#> HP1502401_N2 2 0.000
#> HP1502401_H7 1 1.000
#> HP1504101T2D_O13 1 1.000
#> HP1504101T2D_L2 3 1.000
#> HP1502401_E5 3 1.000
#> HP1502401_O1 1 1.000
#> HP1502401_B7 1 1.000
#> HP1504101T2D_I24 3 0.000
#> HP1504101T2D_J18 3 1.000
#> HP1502401_L3 1 1.000
#> HP1502401_J1 3 0.000
#> HP1502401_H3 3 1.000
#> HP1504101T2D_B6 3 1.000
#> HP1502401_I15 3 0.498
#> HP1504101T2D_B8 2 0.000
#> HP1502401_D17 1 1.000
#> HP1504101T2D_M15 3 1.000
#> HP1502401_I4 3 0.751
#> HP1502401_J23 3 0.000
#> HP1502401_O14 2 0.000
#> HP1504101T2D_N15 3 1.000
#> HP1502401_L5 2 0.000
#> HP1504101T2D_F7 3 0.000
#> HP1504101T2D_I5 3 0.000
#> HP1504101T2D_C1 2 0.000
#> HP1504101T2D_P14 3 0.000
#> HP1504101T2D_A20 3 0.000
#> HP1502401_H11 1 1.000
#> HP1504101T2D_K19 2 0.000
#> HP1502401_K15 1 1.000
#> HP1504101T2D_C17 3 0.000
#> HP1502401_G10 1 1.000
#> HP1502401_L2 3 1.000
#> HP1504101T2D_D8 1 0.249
#> HP1502401_L23 3 0.000
#> HP1502401_F19 3 1.000
#> HP1502401_L17 1 1.000
#> HP1502401_O22 3 0.751
#> HP1504101T2D_I7 1 1.000
#> HP1504101T2D_H5 3 0.747
#> HP1502401_L16 1 1.000
#> HP1504101T2D_F22 3 0.000
#> HP1504101T2D_J2 3 0.000
#> HP1504101T2D_E1 1 1.000
#> HP1502401_A18 3 0.000
#> HP1504101T2D_A19 3 0.000
#> HP1504101T2D_G2 3 0.000
#> HP1504101T2D_J11 3 0.000
#> HP1504101T2D_K22 3 0.000
#> HP1502401_L12 3 1.000
#> HP1504101T2D_E19 1 0.751
#> HP1502401_E22 1 1.000
#> HP1502401_H2 3 0.249
#> HP1504101T2D_G17 3 0.751
#> HP1502401_N1 3 0.000
#> HP1504101T2D_N19 3 0.000
#> HP1504101T2D_I17 3 1.000
#> HP1502401_E7 3 1.000
#> HP1504101T2D_E11 3 1.000
#> HP1502401_H21 2 0.000
#> HP1504101T2D_E18 3 0.249
#> HP1504101T2D_D7 3 0.000
#> HP1502401_B18 1 1.000
#> HP1502401_K9 3 0.000
#> HP1502401_E16 3 1.000
#> HP1504101T2D_L21 3 0.000
#> HP1504101T2D_N12 3 0.000
#> HP1502401_M4 1 1.000
#> HP1504101T2D_B16 3 1.000
#> HP1504101T2D_E23 3 0.000
#> HP1502401_D7 1 0.498
#> HP1504101T2D_L15 3 1.000
#> HP1504101T2D_D17 3 1.000
#> HP1504101T2D_A4 3 0.000
#> HP1502401_O21 1 1.000
#> HP1502401_M10 1 1.000
#> HP1504101T2D_H9 3 0.000
#> HP1504101T2D_A5 3 0.253
#> HP1504101T2D_K23 3 0.000
#> HP1502401_I7 1 1.000
#> HP1502401_C18 3 1.000
#> HP1502401_O6 1 0.747
#> HP1502401_K24 3 1.000
#> HP1502401_J11 1 1.000
#> HP1502401_H4 3 1.000
#> HP1502401_L11 3 1.000
#> HP1502401_K3 1 1.000
#> HP1502401_C8 3 0.751
#> HP1504101T2D_I18 3 0.000
#> HP1502401_F22 1 1.000
#> HP1502401_I16 1 1.000
#> HP1502401_B17 2 0.000
#> HP1504101T2D_P2 3 1.000
#> HP1502401_N18 2 0.000
#> HP1504101T2D_N10 3 1.000
#> HP1504101T2D_I14 3 0.000
#> HP1504101T2D_F17 3 1.000
#> HP1502401_B24 1 1.000
#> HP1502401_C6 3 1.000
#> HP1504101T2D_G9 1 1.000
#> HP1502401_N12 1 1.000
#> HP1502401_M24 3 1.000
#> HP1504101T2D_E10 1 1.000
#> HP1504101T2D_P9 3 1.000
#> HP1504101T2D_G24 3 0.000
#> HP1502401_N4 1 1.000
#> HP1502401_E21 3 0.000
#> HP1502401_H6 1 1.000
#> HP1504101T2D_I6 2 0.000
#> HP1502401_J6 3 0.000
#> HP1502401_M7 3 0.502
#> HP1504101T2D_M21 3 0.000
#> HP1504101T2D_F11 1 1.000
#> HP1504101T2D_D19 3 0.000
#> HP1502401_O24 1 1.000
#> HP1504101T2D_E24 3 0.000
#> HP1504101T2D_K4 3 0.000
#> HP1502401_I6 3 0.000
#> HP1504101T2D_N9 3 1.000
#> HP1502401_C16 3 1.000
#> HP1504101T2D_M7 3 0.000
#> HP1502401_B20 1 1.000
#> HP1502401_K23 1 1.000
#> HP1502401_F18 1 1.000
#> HP1504101T2D_O4 3 1.000
#> HP1504101T2D_E4 3 0.249
#> HP1502401_G4 3 0.498
#> HP1504101T2D_I16 3 0.249
#> HP1504101T2D_O6 3 0.000
#> HP1504101T2D_D18 3 0.000
#> HP1504101T2D_F2 3 0.000
#> HP1502401_D8 1 1.000
#> HP1504101T2D_E6 3 1.000
#> HP1504101T2D_I15 3 0.751
#> HP1504101T2D_P3 2 0.000
#> HP1504101T2D_I10 3 1.000
#> HP1502401_B21 3 0.000
#> HP1502401_D3 3 1.000
#> HP1502401_O18 3 1.000
#> HP1504101T2D_E14 3 0.751
#> HP1504101T2D_C18 3 0.000
#> HP1502401_G6 1 1.000
#> HP1504101T2D_B11 3 1.000
#> HP1504101T2D_C4 3 1.000
#> HP1504101T2D_C15 3 0.000
#> HP1502401_F12 3 0.000
#> HP1504101T2D_C22 3 0.000
#> HP1502401_C10 3 1.000
#> HP1502401_L7 1 1.000
#> HP1502401_B22 1 0.000
#> HP1502401_M8 2 0.000
#> HP1502401_I2 2 0.000
#> HP1502401_G11 3 1.000
#> HP1502401_E19 3 0.000
#> HP1504101T2D_P24 3 0.000
#> HP1502401_J10 3 1.000
#> HP1502401_L18 2 0.751
#> HP1504101T2D_D13 3 0.000
#> HP1502401_I9 1 1.000
#> HP1502401_D6 3 1.000
#> HP1504101T2D_F12 3 0.000
#> HP1504101T2D_C14 3 1.000
#> HP1504101T2D_H20 3 0.000
#> HP1504101T2D_E9 3 1.000
#> HP1502401_A4 3 0.000
#> HP1504101T2D_G12 3 0.249
#> HP1502401_K5 3 1.000
#> HP1502401_G12 1 1.000
#> HP1504101T2D_N13 3 1.000
#> HP1502401_D12 3 1.000
#> HP1502401_C4 1 1.000
#> HP1502401_K1 1 1.000
#> HP1502401_M2 3 1.000
#> HP1502401_J20 3 0.000
#> HP1502401_N23 3 1.000
#> HP1504101T2D_L8 3 0.000
#> HP1504101T2D_L7 3 0.502
#> HP1502401_O23 3 0.000
#> HP1502401_D22 1 1.000
#> HP1502401_B5 3 1.000
#> HP1504101T2D_H18 2 0.000
#> HP1502401_D4 2 0.000
#> HP1504101T2D_F18 2 0.000
#> HP1502401_E6 3 1.000
#> HP1502401_J18 1 1.000
#> HP1504101T2D_A10 2 0.000
#> HP1502401_M1 3 1.000
#> HP1502401_B15 1 1.000
#> HP1502401_J4 3 1.000
#> HP1502401_A15 1 1.000
#> HP1504101T2D_B17 3 0.000
#> HP1502401_K10 2 0.000
#> HP1502401_D10 2 0.000
#> HP1504101T2D_N20 3 1.000
#> HP1504101T2D_M24 3 0.000
#> HP1504101T2D_B3 1 0.000
#> HP1502401_A22 2 0.000
#> HP1502401_G20 3 0.249
#> HP1504101T2D_C12 1 1.000
#> HP1504101T2D_G22 3 0.000
#> HP1504101T2D_I19 1 0.000
#> HP1504101T2D_P17 3 0.000
#> HP1504101T2D_C9 1 1.000
#> HP1502401_D20 3 1.000
#> HP1502401_G7 3 0.751
#> HP1502401_H5 1 1.000
#> HP1502401_D16 3 1.000
#> HP1504101T2D_G14 3 0.502
#> HP1504101T2D_G10 3 0.000
#> HP1504101T2D_M1 3 0.000
#> HP1502401_N7 1 1.000
#> HP1504101T2D_A13 3 1.000
#> HP1502401_M19 3 0.000
#> HP1504101T2D_C11 2 0.000
#> HP1504101T2D_K12 3 0.000
#> HP1502401_J15 2 0.000
#> HP1504101T2D_D21 3 1.000
#> HP1504101T2D_G19 3 0.000
#> HP1502401_K6 3 1.000
#> HP1502401_K2 3 0.000
#> HP1504101T2D_B18 3 0.000
#> HP1504101T2D_M2 3 0.249
#> HP1502401_O8 1 1.000
#> HP1504101T2D_M9 3 1.000
#> HP1502401_K16 3 0.000
#> HP1502401_E17 3 1.000
#> HP1502401_M23 3 1.000
#> HP1504101T2D_O14 3 0.000
#> HP1504101T2D_P22 3 0.000
#> HP1502401_J19 2 0.000
#> HP1502401_G3 1 1.000
#> HP1504101T2D_H6 3 1.000
#> HP1502401_I18 1 1.000
#> HP1502401_J7 1 0.000
#> HP1502401_L10 3 1.000
#> HP1504101T2D_M10 3 0.000
#> HP1502401_M12 1 1.000
#> HP1502401_I1 3 0.000
#> HP1502401_N9 1 1.000
#> HP1502401_F15 1 1.000
#> HP1504101T2D_A17 1 1.000
#> HP1504101T2D_L11 3 0.000
#> HP1504101T2D_E3 1 0.751
#> HP1502401_L22 3 1.000
#> HP1502401_O10 2 0.000
#> HP1502401_G8 3 0.000
#> HP1504101T2D_O22 3 0.000
#> HP1504101T2D_E7 1 1.000
#> HP1504101T2D_M5 3 0.000
#> HP1502401_K12 1 0.000
#> HP1504101T2D_K10 2 0.000
#> HP1504101T2D_B21 3 0.000
#> HP1504101T2D_C10 1 1.000
#> HP1502401_D24 3 1.000
#> HP1504101T2D_N21 3 1.000
#> HP1502401_G22 3 1.000
#> HP1502401_B1 1 1.000
#> HP1502401_B11 1 1.000
#> HP1502401_C12 2 0.000
#> HP1504101T2D_J7 3 0.498
#> HP1504101T2D_G3 3 1.000
#> HP1504101T2D_A6 3 0.000
#> HP1504101T2D_I8 3 0.000
#> HP1504101T2D_J16 2 0.000
#> HP1504101T2D_C21 3 0.502
#> HP1502401_O4 3 1.000
#> HP1502401_F24 1 1.000
#> HP1504101T2D_M8 1 0.249
#> HP1504101T2D_K8 3 1.000
#> HP1504101T2D_D24 3 0.000
#> HP1502401_L15 3 0.751
#> HP1504101T2D_P21 3 0.000
#> HP1502401_J17 2 0.000
#> HP1502401_M3 3 1.000
#> HP1504101T2D_A12 3 0.000
#> HP1502401_E10 3 1.000
#> HP1504101T2D_O9 3 0.000
#> HP1504101T2D_F14 3 1.000
#> HP1504101T2D_N1 3 0.502
#> HP1504101T2D_H23 3 0.000
#> HP1502401_N10 2 0.000
#> HP1502401_G5 3 1.000
#> HP1502401_H20 3 1.000
#> HP1504101T2D_I23 3 0.000
#> HP1502401_O20 3 1.000
#> HP1504101T2D_D9 3 1.000
#> HP1504101T2D_B5 3 0.000
#> HP1504101T2D_L5 1 1.000
#> HP1502401_H24 3 0.000
#> HP1502401_A6 3 1.000
#> HP1504101T2D_O20 3 0.000
#> HP1504101T2D_E15 3 0.000
#> HP1502401_O7 3 0.751
#> HP1504101T2D_B7 3 1.000
#> HP1502401_L4 1 1.000
#> HP1502401_C5 3 1.000
#> HP1504101T2D_L24 3 0.000
#> HP1504101T2D_B12 3 0.000
#> HP1504101T2D_N24 3 0.000
#> HP1504101T2D_H2 3 0.249
#> HP1502401_A2 3 0.000
#> HP1502401_D2 2 0.000
#> HP1504101T2D_N22 3 0.000
#> HP1502401_O17 1 1.000
#> HP1504101T2D_E22 3 0.000
#> HP1504101T2D_E8 1 1.000
#> HP1502401_M6 1 1.000
#> HP1504101T2D_L1 3 0.000
#> HP1504101T2D_C20 3 0.000
#> HP1504101T2D_H17 1 1.000
#> HP1504101T2D_L4 3 1.000
#> HP1504101T2D_P7 3 0.000
#> HP1504101T2D_J14 1 1.000
#> HP1504101T2D_O10 3 0.000
#> HP1502401_H12 3 1.000
#> HP1504101T2D_E21 3 0.000
#> HP1504101T2D_K20 3 0.000
#> HP1504101T2D_I22 3 0.000
#> HP1502401_F9 1 1.000
#> HP1504101T2D_H4 1 1.000
#> HP1502401_F16 1 1.000
#> HP1502401_M20 3 0.000
#> HP1504101T2D_K17 3 0.000
#> HP1504101T2D_L10 3 0.000
#> HP1504101T2D_I2 1 0.249
#> HP1504101T2D_J3 3 1.000
#> HP1502401_E23 2 0.000
#> HP1502401_A24 1 1.000
#> HP1502401_M11 3 0.502
#> HP1502401_I8 3 1.000
#> HP1504101T2D_H21 3 0.000
#> HP1502401_F23 3 0.000
#> HP1504101T2D_O3 3 0.000
#> HP1504101T2D_N2 1 1.000
#> HP1504101T2D_J20 3 0.000
#> HP1504101T2D_L3 3 0.751
#> HP1504101T2D_P11 3 0.000
#> HP1502401_E24 2 0.000
#> HP1504101T2D_G21 3 0.000
#> HP1504101T2D_F3 3 1.000
#> HP1504101T2D_J1 3 1.000
#> HP1502401_M21 3 1.000
#> HP1504101T2D_F1 2 0.000
#> HP1502401_I12 1 0.000
#> HP1504101T2D_P5 3 0.502
#> HP1502401_K21 3 0.000
#> HP1504101T2D_N8 3 0.000
#> HP1502401_C20 1 1.000
#> HP1504101T2D_G23 3 0.000
#> HP1502401_H16 3 1.000
#> HP1502401_J24 2 0.000
#> HP1504101T2D_D15 3 1.000
#> HP1504101T2D_D23 3 0.498
#> HP1504101T2D_N6 3 0.000
#> HP1502401_L20 3 0.000
#> HP1502401_N20 1 1.000
#> HP1502401_E11 3 1.000
#> HP1504101T2D_H1 3 1.000
#> HP1502401_K11 1 0.249
#> HP1502401_M16 2 0.000
#> HP1502401_E2 2 0.000
#> HP1504101T2D_D12 3 0.000
#> HP1504101T2D_H22 3 0.000
#> HP1502401_B10 1 1.000
#> HP1502401_F20 3 0.000
#> HP1504101T2D_B13 3 0.000
#> HP1504101T2D_F19 3 0.000
#> HP1504101T2D_F13 3 0.000
#> HP1502401_B16 3 1.000
#> HP1502401_C1 2 0.000
#> HP1502401_C21 1 1.000
#> HP1504101T2D_J9 1 1.000
#> HP1502401_I21 2 0.000
#> HP1504101T2D_H24 3 0.000
#> HP1502401_C7 1 1.000
#> HP1502401_H19 1 1.000
#> HP1502401_L1 3 0.000
#> HP1502401_J2 2 0.000
#> HP1504101T2D_E20 3 1.000
#> HP1502401_I24 3 1.000
#> HP1504101T2D_P12 3 1.000
#> HP1504101T2D_C16 3 0.000
#> HP1502401_N21 1 1.000
#> HP1502401_A10 1 1.000
#> HP1502401_M22 2 0.000
#> HP1502401_A17 1 1.000
#> HP1504101T2D_A8 3 0.000
#> HP1502401_J12 1 1.000
#> HP1504101T2D_H15 3 1.000
#> HP1504101T2D_J22 3 0.000
#> HP1502401_F21 3 1.000
#> HP1502401_H1 3 1.000
#> HP1504101T2D_O11 3 0.253
#> HP1504101T2D_M23 3 0.000
#> HP1504101T2D_J5 3 0.000
#> HP1502401_I23 3 0.751
#> HP1504101T2D_G8 3 0.249
#> HP1502401_O3 1 1.000
#> HP1502401_F10 3 0.000
#> HP1502401_H18 1 0.000
#> HP1502401_E3 1 1.000
#> HP1504101T2D_J24 3 0.000
#> HP1504101T2D_D5 3 0.000
#> HP1504101T2D_D11 3 1.000
#> HP1504101T2D_O23 3 0.751
#> HP1502401_N3 3 1.000
#> HP1504101T2D_L18 3 0.000
#> HP1504101T2D_F20 3 0.498
#> HP1502401_N16 2 0.000
#> HP1504101T2D_K18 3 0.000
#> HP1504101T2D_P18 3 0.000
#> HP1502401_E9 3 1.000
#> HP1504101T2D_M3 1 1.000
#> HP1504101T2D_L19 3 1.000
#> HP1504101T2D_N5 3 1.000
#> HP1502401_N19 3 1.000
#> HP1502401_B8 3 1.000
#> HP1502401_E20 2 0.000
#> HP1504101T2D_A23 3 0.000
#> HP1504101T2D_D6 3 1.000
#> HP1502401_K20 3 1.000
#> HP1504101T2D_N16 3 1.000
#> HP1502401_B23 3 1.000
#> HP1504101T2D_O24 2 0.000
#> HP1504101T2D_A18 3 0.502
#> HP1504101T2D_F16 3 0.751
#> AZ_A2 1 1.000
#> AZ_B9 3 1.000
#> AZ_A6 3 0.000
#> AZ_C11 3 1.000
#> AZ_B10 1 1.000
#> AZ_C10 1 1.000
#> AZ_B8 2 0.000
#> AZ_B1 3 0.502
#> AZ_A12 1 1.000
#> AZ_C1 3 0.000
#> AZ_A8 1 1.000
#> AZ_A11 3 1.000
#> AZ_C2 3 0.000
#> AZ_B11 3 0.000
#> AZ_B12 3 1.000
#> AZ_B2 3 0.000
#> AZ_B3 3 0.000
#> AZ_A7 2 0.000
#> AZ_A10 3 0.000
#> AZ_C3 2 0.000
#> AZ_B5 3 0.000
#> AZ_E12 3 1.000
#> AZ_D3 1 1.000
#> AZ_E4 3 0.000
#> AZ_G6 3 1.000
#> AZ_H5 1 1.000
#> AZ_G4 1 0.747
#> AZ_G10 1 1.000
#> AZ_D6 1 1.000
#> AZ_H1 1 0.000
#> AZ_G3 1 1.000
#> AZ_H11 1 1.000
#> AZ_D9 1 1.000
#> AZ_D5 1 1.000
#> AZ_G5 1 1.000
#> AZ_H2 1 0.249
#> AZ_E2 3 1.000
#> AZ_H10 2 0.000
#> AZ_F6 2 0.000
#> AZ_F5 1 0.000
#> AZ_D8 3 0.249
#> AZ_E3 1 0.000
#> AZ_E7 3 0.000
#> AZ_G2 1 0.249
#> AZ_H6 1 0.249
#> AZ_F9 2 0.000
#> AZ_C8 3 1.000
#> AZ_H12 1 1.000
#> AZ_E5 3 1.000
#> AZ_D12 1 1.000
#> AZ_F4 3 0.000
#> AZ_F7 3 0.000
#> AZ_C4 1 1.000
#> AZ_C5 3 0.000
#> AZ_D7 3 1.000
#> AZ_D4 3 0.000
#> AZ_F2 1 1.000
#> AZ_E8 3 0.000
#> AZ_F1 3 0.249
#> AZ_F8 3 1.000
#> AZ_C9 2 0.000
#> AZ_G1 1 1.000
#> AZ_E9 1 1.000
#> AZ_H9 1 0.000
#> AZ_D2 1 1.000
#> HP1508501T2D_M1 1 0.000
#> HP1508501T2D_K2 2 0.000
#> HP1508501T2D_E1 2 0.000
#> HP1508501T2D_A3 3 1.000
#> HP1508501T2D_I2 1 1.000
#> HP1508501T2D_O1 3 0.000
#> HP1508501T2D_G2 2 0.000
#> HP1508501T2D_I1 2 0.000
#> HP1508501T2D_C2 2 0.000
#> HP1508501T2D_K1 1 1.000
#> HP1508501T2D_G3 2 0.000
#> HP1508501T2D_G1 2 0.000
#> HP1508501T2D_C20 1 1.000
#> HP1508501T2D_M9 1 0.498
#> HP1508501T2D_L13 3 0.000
#> HP1508501T2D_O4 1 0.000
#> HP1508501T2D_N1 2 0.000
#> HP1508501T2D_P7 3 0.000
#> HP1508501T2D_B15 3 0.000
#> HP1508501T2D_D2 3 0.000
#> HP1508501T2D_H11 3 0.000
#> HP1508501T2D_E24 1 1.000
#> HP1508501T2D_B18 2 0.000
#> HP1508501T2D_G15 3 0.000
#> HP1508501T2D_M20 1 1.000
#> HP1508501T2D_B23 1 1.000
#> HP1508501T2D_A8 2 0.000
#> HP1508501T2D_J21 3 0.000
#> HP1508501T2D_A13 3 1.000
#> HP1508501T2D_O3 2 0.000
#> HP1508501T2D_F3 3 1.000
#> HP1508501T2D_M17 2 0.000
#> HP1508501T2D_I15 3 1.000
#> HP1508501T2D_E6 1 1.000
#> HP1508501T2D_E14 1 0.000
#> HP1508501T2D_M19 1 1.000
#> HP1508501T2D_D17 3 0.000
#> HP1508501T2D_L18 1 1.000
#> HP1508501T2D_A23 2 0.000
#> HP1508501T2D_M3 2 0.000
#> HP1508501T2D_L20 2 0.000
#> HP1508501T2D_F17 3 0.000
#> HP1508501T2D_A10 1 0.751
#> HP1508501T2D_P14 2 0.000
#> HP1508501T2D_I24 2 0.000
#> HP1508501T2D_H22 1 1.000
#> HP1508501T2D_I20 1 1.000
#> HP1508501T2D_F4 2 0.000
#> HP1508501T2D_F12 2 0.000
#> HP1508501T2D_N9 2 0.000
#> HP1508501T2D_H5 2 0.000
#> HP1508501T2D_A19 3 0.253
#> HP1508501T2D_H2 3 0.000
#> HP1508501T2D_J23 2 0.000
#> HP1508501T2D_B17 2 0.000
#> HP1508501T2D_D5 3 1.000
#> HP1508501T2D_I3 2 0.000
#> HP1508501T2D_I8 3 0.000
#> HP1508501T2D_L6 3 0.000
#> HP1508501T2D_B5 1 0.751
#> HP1508501T2D_C14 1 1.000
#> HP1508501T2D_J11 2 0.000
#> HP1508501T2D_F16 3 0.000
#> HP1508501T2D_L7 1 1.000
#> HP1508501T2D_L14 3 0.000
#> HP1508501T2D_N7 2 0.000
#> HP1508501T2D_M15 2 0.000
#> HP1508501T2D_K22 2 0.000
#> HP1508501T2D_H17 2 0.000
#> HP1508501T2D_G10 3 0.000
#> HP1508501T2D_M22 2 0.000
#> HP1508501T2D_N13 2 0.000
#> HP1508501T2D_F14 1 0.000
#> HP1508501T2D_D6 1 0.751
#> HP1508501T2D_E12 3 1.000
#> HP1508501T2D_P3 3 0.000
#> HP1508501T2D_H4 3 0.000
#> HP1508501T2D_E18 3 0.000
#> HP1508501T2D_G11 3 0.000
#> HP1508501T2D_P11 1 1.000
#> HP1508501T2D_L16 1 1.000
#> HP1508501T2D_P9 1 0.000
#> HP1508501T2D_F8 2 0.000
#> HP1508501T2D_O14 1 0.000
#> HP1508501T2D_D1 1 1.000
#> HP1508501T2D_L10 2 0.000
#> HP1508501T2D_N24 2 0.000
#> HP1508501T2D_O7 2 0.000
#> HP1508501T2D_C9 1 0.000
#> HP1508501T2D_K21 1 1.000
#> HP1508501T2D_H6 3 0.000
#> HP1508501T2D_E15 2 0.000
#> HP1508501T2D_J9 1 1.000
#> HP1508501T2D_B11 1 1.000
#> HP1508501T2D_E10 1 1.000
#> HP1508501T2D_I18 3 0.000
#> HP1508501T2D_B21 3 0.000
#> HP1508501T2D_N17 2 0.000
#> HP1508501T2D_G12 2 0.000
#> HP1508501T2D_C13 3 1.000
#> HP1508501T2D_E22 3 0.000
#> HP1508501T2D_A24 1 1.000
#> HP1508501T2D_K16 1 1.000
#> HP1508501T2D_N20 1 1.000
#> HP1508501T2D_M4 1 0.751
#> HP1508501T2D_N2 2 0.000
#> HP1508501T2D_K18 2 0.000
#> HP1508501T2D_B8 3 0.000
#> HP1508501T2D_N22 2 0.000
#> HP1508501T2D_I16 3 0.249
#> HP1508501T2D_C24 2 0.000
#> HP1508501T2D_H13 2 0.000
#> HP1508501T2D_M7 2 0.000
#> HP1508501T2D_L21 2 0.000
#> HP1508501T2D_G19 2 0.000
#> HP1508501T2D_F1 1 1.000
#> HP1508501T2D_E7 2 0.000
#> HP1508501T2D_I11 2 0.000
#> HP1508501T2D_K7 2 0.000
#> HP1508501T2D_O9 2 0.000
#> HP1508501T2D_H12 1 0.000
#> HP1508501T2D_K4 3 1.000
#> HP1508501T2D_I17 2 0.000
#> HP1508501T2D_O13 2 0.000
#> HP1508501T2D_H18 3 0.000
#> HP1508501T2D_M16 1 0.000
#> HP1508501T2D_H3 3 0.000
#> HP1508501T2D_C10 3 0.249
#> HP1508501T2D_L11 2 0.000
#> HP1508501T2D_B20 1 0.249
#> HP1508501T2D_B4 1 1.000
#> HP1508501T2D_J17 3 0.000
#> HP1508501T2D_C23 3 0.000
#> HP1508501T2D_K17 3 0.000
#> HP1508501T2D_G14 2 0.000
#> HP1508501T2D_D3 3 0.000
#> HP1508501T2D_K20 1 1.000
#> HP1508501T2D_D16 3 1.000
#> HP1508501T2D_G24 3 1.000
#> HP1508501T2D_B10 1 1.000
#> HP1508501T2D_J13 2 0.000
#> HP1508501T2D_P8 3 0.000
#> HP1508501T2D_N18 3 0.000
#> HP1508501T2D_M18 2 0.000
#> HP1508501T2D_I22 3 0.000
#> HP1508501T2D_G20 3 1.000
#> HP1508501T2D_K12 1 0.000
#> HP1508501T2D_J20 3 1.000
#> HP1508501T2D_K6 2 0.000
#> HP1508501T2D_J4 3 0.000
#> HP1508501T2D_M14 1 1.000
#> HP1508501T2D_F21 2 0.000
#> HP1508501T2D_C19 2 0.000
#> HP1508501T2D_E8 1 1.000
#> HP1508501T2D_I23 1 1.000
#> HP1508501T2D_M8 1 1.000
#> HP1508501T2D_E17 2 0.000
#> HP1508501T2D_B22 1 0.000
#> HP1508501T2D_F7 3 0.000
#> HP1508501T2D_E19 3 0.000
#> HP1508501T2D_H16 2 0.000
#> HP1508501T2D_J12 3 0.000
#> HP1508501T2D_F9 1 1.000
#> HP1508501T2D_G17 2 0.000
#> HP1508501T2D_F15 2 0.000
#> HP1508501T2D_C15 2 0.000
#> HP1508501T2D_N4 3 0.000
#> HP1508501T2D_I10 2 0.000
#> HP1508501T2D_I14 1 1.000
#> HP1508501T2D_N15 2 0.000
#> HP1508501T2D_L23 2 0.000
#> HP1508501T2D_J3 3 0.000
#> HP1508501T2D_B24 1 1.000
#> HP1508501T2D_E4 2 0.000
#> HP1508501T2D_H23 1 0.751
#> HP1508501T2D_L2 2 0.000
#> HP1508501T2D_D9 2 0.000
#> HP1508501T2D_D21 3 0.000
#> HP1508501T2D_L15 2 0.000
#> HP1508501T2D_G18 2 0.000
#> HP1508501T2D_E23 3 0.000
#> HP1508501T2D_D14 3 0.000
#> HP1508501T2D_O8 2 0.000
#> HP1508501T2D_D24 2 0.000
#> HP1508501T2D_C12 2 0.000
#> HP1508501T2D_K15 2 0.000
#> HP1508501T2D_J22 2 0.000
#> HP1508501T2D_F18 3 0.000
#> HP1508501T2D_N23 2 0.000
#> HP1508501T2D_A17 2 0.000
#> HP1508501T2D_L24 2 0.000
#> HP1508501T2D_C11 2 0.000
#> HP1508501T2D_P2 2 0.000
#> HP1508501T2D_C8 3 1.000
#> HP1508501T2D_D13 1 1.000
#> HP1508501T2D_L17 3 0.000
#> HP1508501T2D_D15 3 0.000
#> HP1508501T2D_B14 2 0.000
#> HP1508501T2D_F11 1 1.000
#> HP1508501T2D_C16 1 1.000
#> HP1508501T2D_C18 2 0.000
#> HP1508501T2D_O12 2 0.000
#> HP1508501T2D_J14 2 0.000
#> HP1508501T2D_G6 1 0.000
#> HP1508501T2D_L5 2 0.000
#> HP1508501T2D_M23 2 0.000
#> HP1508501T2D_J5 1 0.249
#> HP1508501T2D_N10 2 0.000
#> HP1508501T2D_K23 2 0.000
#> HP1508501T2D_P1 3 0.000
#> HP1508501T2D_N11 3 1.000
#> HP1508501T2D_K24 1 1.000
#> HP1508501T2D_M12 3 0.000
#> HP1508501T2D_I4 2 0.000
#> HP1508501T2D_K19 3 0.502
#> HP1508501T2D_N6 2 0.000
#> HP1508501T2D_I19 2 0.000
#> HP1508501T2D_J6 3 0.000
#> HP1508501T2D_B12 3 0.000
#> HP1508501T2D_K14 3 1.000
#> HP1508501T2D_J16 2 0.000
#> HP1508501T2D_H10 3 1.000
#> HP1508501T2D_M5 1 0.000
#> HP1508501T2D_H21 3 0.000
#> HP1508501T2D_D18 2 0.000
#> HP1508501T2D_G13 2 0.000
#> HP1508501T2D_N21 2 0.000
#> HP1508501T2D_F2 3 0.000
#> HP1508501T2D_E20 2 0.000
#> HP1508501T2D_J2 2 0.000
#> HP1508501T2D_J8 3 0.000
#> HP1508501T2D_P6 1 1.000
#> HP1508501T2D_C4 1 1.000
#> HP1508501T2D_H15 1 0.249
#> HP1508501T2D_G23 2 0.000
#> HP1508501T2D_A14 3 0.000
#> HP1508501T2D_I7 2 0.000
#> HP1508501T2D_A12 3 0.000
#> HP1508501T2D_O11 2 0.000
#> HP1508501T2D_B3 3 0.498
#> HP1508501T2D_A15 1 1.000
#> HP1508501T2D_I12 2 0.000
#> HP1508501T2D_J1 3 0.000
#> HP1508501T2D_M10 2 0.000
#> HP1508501T2D_A11 2 0.000
#> HP1508501T2D_H14 1 0.000
#> HP1508501T2D_K9 1 1.000
#> HP1508501T2D_J24 1 1.000
#> HP1508501T2D_J18 3 1.000
#> HP1508501T2D_E11 2 0.000
#> HP1508501T2D_F20 3 0.000
#> HP1508501T2D_G4 3 1.000
#> HP1508501T2D_I13 2 0.000
#> HP1508501T2D_D8 3 0.000
#> HP1508501T2D_L9 2 0.000
#> HP1508501T2D_E9 2 0.000
#> HP1508501T2D_D22 2 0.000
#> HP1508501T2D_D10 3 1.000
#> HP1508501T2D_B16 3 1.000
#> HP1508501T2D_G22 3 1.000
#> HP1508501T2D_E13 3 0.000
#> HP1508501T2D_I21 2 0.000
#> HP1508501T2D_K3 2 0.000
#> HP1508501T2D_N8 2 0.000
#> HP1508501T2D_J15 2 0.000
#> HP1506401_I2 1 0.000
#> HP1506401_K1 1 1.000
#> HP1506401_I1 1 1.000
#> HP1506401_G2 2 0.000
#> HP1506401_K2 2 0.000
#> HP1506401_M1 2 0.000
#> HP1506401_G1 1 1.000
#> HP1506401_O2 2 0.000
#> HP1506401_D14 2 0.000
#> HP1506401_A9 2 0.000
#> HP1506401_B22 1 1.000
#> HP1506401_N10 2 0.000
#> HP1506401_D15 2 0.000
#> HP1506401_J9 2 0.000
#> HP1506401_K12 1 0.751
#> HP1506401_N1 2 0.000
#> HP1506401_G14 2 0.000
#> HP1506401_O16 2 0.000
#> HP1506401_D3 2 0.000
#> HP1506401_E23 2 0.000
#> HP1506401_G21 2 0.000
#> HP1506401_B17 2 0.000
#> HP1506401_N9 2 0.000
#> HP1506401_J5 2 0.000
#> HP1506401_C9 1 1.000
#> HP1506401_M16 2 0.000
#> HP1506401_H15 2 0.000
#> HP1506401_H16 2 0.000
#> HP1506401_C24 2 0.000
#> HP1506401_E6 2 0.000
#> HP1506401_I14 1 1.000
#> HP1506401_J2 2 0.000
#> HP1506401_F13 1 1.000
#> HP1506401_B1 2 0.000
#> HP1506401_H4 2 0.000
#> HP1506401_I15 2 0.000
#> HP1506401_O4 2 0.000
#> HP1506401_L7 1 0.249
#> HP1506401_D24 2 0.000
#> HP1506401_L21 2 0.000
#> HP1506401_J24 2 0.000
#> HP1506401_G8 3 1.000
#> HP1506401_F12 3 1.000
#> HP1506401_J6 2 0.000
#> HP1506401_H12 1 1.000
#> HP1506401_N5 2 0.000
#> HP1506401_I24 2 0.000
#> HP1506401_F24 3 0.498
#> HP1506401_F8 3 0.000
#> HP1506401_F16 2 0.000
#> HP1506401_M18 2 0.000
#> HP1506401_I13 2 0.000
#> HP1506401_J8 2 0.000
#> HP1506401_K17 2 0.000
#> HP1506401_O24 2 0.000
#> HP1506401_L18 2 0.000
#> HP1506401_H18 2 0.000
#> HP1506401_F2 2 0.000
#> HP1506401_A5 1 1.000
#> HP1506401_N20 3 0.000
#> HP1506401_M4 2 0.000
#> HP1506401_J3 2 0.000
#> HP1506401_N16 2 0.000
#> HP1506401_D8 2 0.000
#> HP1506401_H7 2 0.000
#> HP1506401_M21 2 0.000
#> HP1506401_E15 3 0.000
#> HP1506401_P11 2 0.000
#> HP1506401_L10 2 0.000
#> HP1506401_N24 2 0.000
#> HP1506401_P5 2 0.000
#> HP1506401_E12 3 0.000
#> HP1506401_B4 3 0.000
#> HP1506401_L20 2 0.000
#> HP1506401_P20 3 0.000
#> HP1506401_C17 2 0.000
#> HP1506401_M19 2 0.000
#> HP1506401_J7 2 0.000
#> HP1506401_J23 2 0.000
#> HP1506401_D2 2 0.000
#> HP1506401_D23 2 0.000
#> HP1506401_G18 2 0.000
#> HP1506401_J17 3 1.000
#> HP1506401_B5 2 0.000
#> HP1506401_K6 2 0.000
#> HP1506401_E17 2 0.000
#> HP1506401_N4 3 0.000
#> HP1506401_G19 2 0.000
#> HP1506401_O21 2 0.000
#> HP1506401_H14 3 1.000
#> HP1506401_L9 2 0.000
#> HP1506401_K23 3 1.000
#> HP1506401_L4 2 0.000
#> HP1506401_E18 2 0.000
#> HP1506401_L13 2 0.000
#> HP1506401_G4 2 0.000
#> HP1506401_I17 3 0.000
#> HP1506401_H6 2 0.000
#> HP1506401_O23 1 1.000
#> HP1506401_H11 1 1.000
#> HP1506401_F10 2 0.000
#> HP1506401_I4 2 0.000
#> HP1506401_I23 3 0.751
#> HP1506401_F18 3 0.000
#> HP1506401_D17 2 0.000
#> HP1506401_O10 3 0.502
#> HP1506401_P22 2 0.000
#> HP1506401_J4 1 1.000
#> HP1506401_D12 2 0.000
#> HP1506401_O8 2 0.000
#> HP1506401_B14 2 0.000
#> HP1506401_C4 3 0.000
#> HP1506401_B16 2 0.000
#> HP1506401_I21 2 0.000
#> HP1506401_I6 2 0.000
#> HP1506401_F14 1 1.000
#> HP1506401_F19 2 0.000
#> HP1506401_O6 3 1.000
#> HP1506401_A21 3 0.000
#> HP1506401_L14 1 1.000
#> HP1506401_L1 2 0.000
#> HP1506401_C13 2 0.000
#> HP1506401_O7 2 0.000
#> HP1506401_A4 2 0.000
#> HP1506401_D9 3 1.000
#> HP1506401_P1 2 0.000
#> HP1506401_O3 1 0.000
#> HP1506401_L17 1 1.000
#> HP1506401_H13 3 1.000
#> HP1506401_K14 2 0.000
#> HP1506401_O11 3 1.000
#> HP1506401_J20 2 0.000
#> HP1506401_I11 3 0.000
#> HP1506401_C5 3 0.000
#> HP1506401_P12 1 1.000
#> HP1506401_J14 2 0.000
#> HP1506401_N15 1 0.000
#> HP1506401_E16 3 1.000
#> HP1506401_P21 2 0.000
#> HP1506401_F11 3 1.000
#> HP1506401_O18 2 0.000
#> HP1506401_H2 2 0.000
#> HP1506401_K19 2 0.000
#> HP1506401_G15 2 0.000
#> HP1506401_F22 3 0.000
#> HP1506401_F5 2 0.000
#> HP1506401_C16 2 0.000
#> HP1506401_K4 2 0.000
#> HP1506401_L3 2 0.000
#> HP1506401_F23 2 0.000
#> HP1506401_P3 1 1.000
#> HP1506401_I8 1 1.000
#> HP1506401_A24 3 1.000
#> HP1506401_A7 2 0.000
#> HP1506401_G5 3 0.000
#> HP1506401_K21 3 0.000
#> HP1506401_G11 3 1.000
#> HP1506401_P9 2 0.000
#> HP1506401_B15 2 0.000
#> HP1506401_K16 2 0.000
#> HP1506401_M8 2 0.000
#> HP1506401_A6 2 0.000
#> HP1506401_H23 2 0.000
#> HP1506401_I18 2 0.000
#> HP1506401_B24 2 0.000
#> HP1506401_F3 1 0.000
#> HP1506401_D13 3 1.000
#> HP1506401_E24 2 0.000
#> HP1506401_C8 1 1.000
#> HP1506401_E8 2 0.000
#> HP1506401_G23 2 0.000
#> HP1506401_N17 2 0.000
#> HP1506401_F9 3 1.000
#> HP1506401_L23 3 0.000
#> HP1506401_M6 1 1.000
#> HP1506401_F17 3 0.000
#> HP1506401_J15 2 0.000
#> HP1506401_I10 2 0.000
#> HP1506401_G16 2 0.000
#> HP1506401_M12 1 1.000
#> HP1506401_P23 2 0.000
#> HP1506401_P14 3 0.000
#> HP1506401_M11 2 0.000
#> HP1506401_L2 1 0.000
#> HP1506401_B6 2 0.000
#> HP1506401_N22 2 0.000
#> HP1506401_J16 1 1.000
#> HP1506401_B3 3 1.000
#> HP1506401_C7 2 0.000
#> HP1506401_A12 2 0.000
#> HP1506401_J22 2 0.000
#> HP1506401_C23 2 0.000
#> HP1506401_G6 1 0.502
#> HP1506401_G13 1 1.000
#> HP1506401_M24 3 0.000
#> HP1506401_H1 2 0.000
#> HP1506401_G24 3 0.000
#> HP1506401_H9 2 0.000
#> HP1506401_N23 2 0.000
#> HP1506401_H22 1 1.000
#> HP1506401_H3 2 0.000
#> HP1506401_A17 3 0.000
#> HP1506401_L11 2 0.000
#> HP1506401_F20 1 1.000
#> HP1506401_E14 2 0.000
#> HP1506401_J21 2 0.000
#> HP1506401_P4 2 0.000
#> HP1506401_O12 2 0.000
#> HP1506401_B8 3 0.000
#> HP1506401_A14 1 0.502
#> HP1506401_J11 2 0.000
#> HP1506401_B23 2 0.000
#> HP1506401_I12 3 1.000
#> HP1506401_G12 3 1.000
#> HP1506401_D1 2 0.000
#> HP1506401_P10 2 1.000
#> HP1506401_B11 3 1.000
#> HP1506401_D7 2 0.000
#> HP1507101_E2 3 1.000
#> HP1507101_G2 2 0.000
#> HP1507101_C2 3 0.000
#> HP1507101_I2 3 0.000
#> HP1507101_M2 3 0.000
#> HP1507101_G16 1 1.000
#> HP1507101_N9 3 1.000
#> HP1507101_F7 3 0.751
#> HP1507101_B3 3 1.000
#> HP1507101_M12 1 1.000
#> HP1507101_D14 3 0.000
#> HP1507101_D20 3 1.000
#> HP1507101_O22 1 1.000
#> HP1507101_O23 1 0.000
#> HP1507101_J15 2 0.000
#> HP1507101_D6 1 1.000
#> HP1507101_O16 3 0.000
#> HP1507101_N3 1 1.000
#> HP1507101_N12 1 1.000
#> HP1507101_P14 1 1.000
#> HP1507101_P2 1 1.000
#> HP1507101_O17 1 0.000
#> HP1507101_K16 2 0.000
#> HP1507101_J9 1 1.000
#> HP1507101_L13 3 1.000
#> HP1507101_M10 2 0.000
#> HP1507101_O20 1 0.000
#> HP1507101_N21 3 0.000
#> HP1507101_I10 1 0.000
#> HP1507101_H20 1 1.000
#> HP1507101_I17 3 0.000
#> HP1507101_K6 1 1.000
#> HP1507101_J8 3 0.000
#> HP1507101_J12 2 0.000
#> HP1507101_F19 1 1.000
#> HP1507101_G6 1 1.000
#> HP1507101_L7 3 1.000
#> HP1507101_F14 1 1.000
#> HP1507101_O4 1 1.000
#> HP1507101_H1 3 0.000
#> HP1507101_O5 1 0.000
#> HP1507101_F22 1 1.000
#> HP1507101_A22 1 0.000
#> HP1507101_A20 1 1.000
#> HP1507101_F16 1 1.000
#> HP1507101_P10 1 1.000
#> HP1507101_G4 1 0.000
#> HP1507101_B23 1 1.000
#> HP1507101_H11 1 1.000
#> HP1507101_G12 3 0.000
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#> HP1507101_G14 3 0.000
#> HP1507101_K23 1 1.000
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#> HP1507101_L2 3 1.000
#> HP1507101_H15 3 0.000
#> HP1507101_F11 1 0.000
#> HP1507101_D2 1 1.000
#> HP1507101_H4 1 1.000
#> HP1507101_P12 1 1.000
#> HP1507101_F20 1 1.000
#> HP1507101_I16 1 1.000
#> HP1507101_B18 1 1.000
#> HP1507101_H14 3 1.000
#> HP1507101_D22 1 1.000
#> HP1507101_H9 1 1.000
#> HP1507101_O10 1 1.000
#> HP1507101_J24 1 1.000
#> HP1507101_G18 3 0.253
#> HP1507101_E22 2 0.000
#> HP1507101_J14 1 0.751
#> HP1507101_G10 2 0.000
#> HP1507101_E20 1 1.000
#> HP1507101_I13 3 0.000
#> HP1507101_J11 3 0.253
#> HP1507101_L8 1 0.000
#> HP1507101_P11 1 1.000
#> HP1507101_P4 1 1.000
#> HP1507101_E6 1 0.000
#> HP1507101_C4 3 0.000
#> HP1507101_J18 1 1.000
#> HP1507101_H16 2 0.000
#> HP1507101_D19 1 1.000
#> HP1507101_I23 1 0.000
#> HP1507101_D3 3 1.000
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#> HP1507101_C10 3 0.000
#> HP1507101_N19 3 1.000
#> HP1507101_I11 3 0.249
#> HP1507101_L18 1 1.000
#> HP1507101_B15 3 0.000
#> HP1507101_L3 1 1.000
#> HP1507101_E8 3 1.000
#> HP1507101_J13 3 0.000
#> HP1507101_A4 3 0.000
#> HP1507101_J23 1 1.000
#> HP1507101_N17 2 0.000
#> HP1507101_I12 1 1.000
#> HP1507101_K4 1 0.249
#> HP1507101_J7 2 0.000
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#> HP1507101_N18 3 1.000
#> HP1507101_D7 1 0.751
#> HP1507101_P18 1 0.000
#> HP1507101_P17 1 1.000
#> HP1507101_P5 3 0.000
#> HP1507101_M4 3 1.000
#> HP1507101_B7 1 1.000
#> HP1507101_E10 3 0.000
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#> HP1507101_C20 1 0.000
#> HP1507101_M14 3 1.000
#> HP1507101_J19 1 0.000
#> HP1507101_I4 3 1.000
#> HP1507101_G24 1 1.000
#> HP1507101_F15 2 0.000
#> HP1507101_D1 3 1.000
#> HP1507101_J1 1 0.249
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#> HP1507101_H10 3 0.000
#> HP1507101_O24 1 0.000
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#> HP1507101_I22 3 1.000
#> HP1507101_B1 1 1.000
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#> HP1507101_P21 1 1.000
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#> HP1507101_N6 1 1.000
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#> HP1507101_D21 1 1.000
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#> HP1507101_G20 1 0.000
#> HP1507101_N20 1 0.502
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#> HP1507101_G11 1 1.000
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#> HP1507101_D15 1 1.000
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#> HP1507101_H17 3 1.000
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#> HP1507101_H3 3 1.000
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#> HP1507101_F4 3 1.000
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#> HP1507101_B20 1 1.000
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#> HP1507101_F9 1 1.000
#> HP1507101_J22 1 1.000
#> HP1507101_K20 2 0.000
#> HP1507101_L1 2 0.000
#> HP1507101_O8 1 1.000
#> HP1509101_A3 3 1.000
#> HP1509101_C1 3 0.502
#> HP1509101_I17 2 0.000
#> HP1509101_G19 1 0.751
#> HP1509101_D18 3 0.000
#> HP1509101_D10 2 1.000
#> HP1509101_J12 1 1.000
#> HP1509101_A24 2 0.000
#> HP1509101_A7 1 0.000
#> HP1509101_H1 1 0.000
#> HP1509101_B16 2 0.000
#> HP1509101_P17 2 0.000
#> HP1509101_G23 3 0.000
#> HP1509101_P9 2 0.000
#> HP1509101_L13 2 0.000
#> HP1509101_I14 1 1.000
#> HP1509101_B12 1 1.000
#> HP1509101_E4 1 0.000
#> HP1509101_H21 1 1.000
#> HP1509101_L8 3 1.000
#> HP1509101_G14 1 1.000
#> HP1509101_G24 3 1.000
#> HP1509101_O9 3 0.000
#> HP1509101_D17 2 0.000
#> HP1509101_K9 1 1.000
#> HP1509101_N12 3 1.000
#> HP1509101_N7 2 0.000
#> HP1509101_D8 3 0.000
#> HP1509101_H22 3 0.000
#> HP1509101_F24 2 0.000
#> HP1509101_F2 2 0.000
#> HP1509101_L11 3 1.000
#> HP1509101_B24 2 0.000
#> HP1509101_H24 3 0.000
#> HP1509101_H23 3 0.000
#> HP1509101_C12 1 1.000
#> HP1509101_P6 2 0.000
#> HP1509101_P23 1 0.000
#> HP1509101_M12 1 1.000
#> HP1509101_J9 2 0.000
#> HP1509101_B19 2 0.000
#> HP1509101_D23 2 0.000
#> HP1509101_P20 1 0.000
#> HP1509101_L19 1 1.000
#> HP1509101_F21 3 0.000
#> HP1509101_P18 3 0.000
#> HP1509101_N9 1 1.000
#> HP1509101_B20 3 0.000
#> HP1509101_N18 3 0.249
#> HP1509101_N17 3 0.000
#> HP1509101_J8 1 1.000
#> HP1509101_B17 2 0.000
#> HP1509101_D19 1 1.000
#> HP1509101_O8 1 0.502
#> HP1509101_J4 3 1.000
#> HP1509101_H11 1 1.000
#> HP1509101_G10 2 0.000
#> HP1509101_I21 1 1.000
#> HP1509101_P12 3 1.000
#> HP1509101_O13 1 0.000
#> HP1509101_J15 3 1.000
#> HP1509101_P1 1 1.000
#> HP1509101_I12 2 0.000
#> HP1509101_H9 1 0.747
#> HP1509101_O14 2 0.000
#> HP1509101_F4 1 0.751
#> HP1509101_K10 2 0.000
#> HP1509101_J20 1 1.000
#> HP1509101_P7 3 1.000
#> HP1509101_O6 1 1.000
#> HP1509101_F19 3 0.000
#> HP1509101_B23 2 0.000
#> HP1509101_E22 1 1.000
#> HP1509101_L18 2 0.000
#> HP1509101_I23 3 0.498
#> HP1509101_J19 1 1.000
#> HP1509101_L24 3 0.000
#> HP1509101_N10 2 0.000
#> HP1509101_O17 2 0.000
#> HP1509101_P8 2 0.000
#> HP1509101_O16 1 1.000
#> HP1509101_F22 2 0.000
#> HP1509101_N20 3 1.000
#> HP1509101_H13 1 1.000
#> HP1509101_I24 1 1.000
#> HP1509101_G16 1 0.000
#> HP1509101_F7 2 0.000
#> HP1509101_G12 1 0.000
#> HP1509101_F23 2 0.000
#> HP1509101_H20 2 0.000
#> HP1509101_O4 1 1.000
#> HP1509101_G21 1 0.000
#> HP1509101_M10 3 0.000
#> HP1509101_B10 3 1.000
#> HP1509101_J24 3 1.000
#> HP1509101_I6 2 0.000
#> HP1509101_O12 3 1.000
#> HP1504901_D15 1 1.000
#> HP1504901_O20 1 0.000
#> HP1504901_K20 1 1.000
#> HP1504901_L12 1 1.000
#> HP1504901_E16 1 1.000
#> HP1504901_N9 1 1.000
#> HP1504901_F14 1 1.000
#> HP1504901_I19 1 0.000
#> HP1504901_J10 2 0.000
#> HP1504901_B15 1 0.751
#> HP1504901_L8 1 0.747
#> HP1504901_B3 1 1.000
#> HP1504901_A21 1 0.249
#> HP1504901_F15 1 0.747
#> HP1504901_O11 2 0.000
#> HP1504901_N2 1 1.000
#> HP1504901_G20 1 1.000
#> HP1504901_H12 1 1.000
#> HP1504901_J12 1 0.000
#> HP1504901_D12 1 1.000
#> HP1504901_F2 1 1.000
#> HP1504901_I23 3 1.000
#> HP1504901_G8 1 1.000
#> HP1504901_B22 1 1.000
#> HP1504901_F12 1 0.249
#> HP1504901_H10 1 1.000
#> HP1504901_P11 2 0.000
#> HP1504901_O7 1 1.000
#> HP1504901_P14 1 0.747
#> HP1504901_H19 1 1.000
#> HP1504901_F8 2 0.000
#> HP1504901_P21 1 1.000
#> HP1504901_N18 2 0.000
#> HP1504901_G24 1 0.000
#> HP1504901_B8 1 1.000
#> HP1504901_N13 1 0.000
#> HP1504901_L20 1 0.249
#> HP1504901_K12 1 0.498
#> HP1504901_H22 1 0.000
#> HP1504901_J8 1 1.000
#> HP1504901_C11 1 1.000
#> HP1504901_O1 1 0.249
#> HP1504901_B16 1 1.000
#> HP1504901_L17 1 0.249
#> HP1504901_O18 1 0.000
#> HP1504901_F18 1 1.000
#> HP1504901_C17 1 0.249
#> HP1504901_B11 1 0.000
#> HP1504901_F17 1 1.000
#> HP1504901_D6 1 0.000
#> HP1504901_D18 1 1.000
#> HP1504901_K19 1 0.000
#> HP1504901_F6 1 1.000
#> HP1504901_P10 3 1.000
#> HP1504901_D16 1 1.000
#> HP1504901_H14 1 1.000
#> HP1504901_M3 1 1.000
#> HP1504901_F1 1 0.751
#> HP1504901_I10 2 0.000
#> HP1504901_O8 1 1.000
#> HP1504901_D23 3 1.000
#> HP1504901_I17 1 0.000
#> HP1504901_B13 1 1.000
#> HP1504901_C2 1 0.000
#> HP1504901_B20 1 1.000
#> HP1504901_O14 1 0.502
#> HP1504901_M12 1 0.000
#> HP1504901_H17 1 1.000
#> HP1504901_H4 1 1.000
#> HP1504901_B24 1 0.000
#> HP1504901_H5 1 0.000
#> HP1504901_P7 2 0.000
#> HP1504901_B1 1 0.000
#> HP1504901_F11 1 0.000
#> HP1504901_F23 1 0.000
#> HP1504901_G9 1 1.000
#> HP1504901_O21 1 1.000
#> HP1504901_E24 1 1.000
#> HP1504901_G12 1 0.000
#> HP1504901_A16 1 0.000
#> HP1504901_A14 1 0.000
#> HP1504901_P9 1 0.000
#> HP1504901_O9 1 1.000
#> HP1504901_P3 1 0.000
#> HP1504901_G3 1 1.000
#> HP1504901_F5 1 1.000
#> HP1504901_M19 1 0.000
#> HP1504901_A23 1 0.000
#> HP1504901_P18 1 0.000
#> HP1504901_P16 1 0.000
#> HP1504901_E9 1 0.000
#> HP1504901_C16 1 0.498
#> HP1504901_G21 1 0.000
#> HP1504901_A5 1 1.000
#> HP1504901_J24 1 0.000
#> HP1504901_A3 1 0.000
#> HP1504901_L18 1 1.000
#> HP1504901_H11 1 1.000
#> HP1504901_I24 1 0.000
#> HP1504901_D13 2 0.000
#> HP1504901_E18 1 1.000
#> HP1504901_H6 1 0.000
#> HP1504901_J17 1 1.000
#> HP1504901_N1 1 1.000
#> HP1504901_B4 1 1.000
#> HP1504901_J7 1 1.000
#> HP1504901_B7 1 1.000
#> HP1504901_J18 1 0.000
#> HP1504901_A22 1 0.000
#> HP1504901_D22 1 1.000
#> HP1504901_G4 1 1.000
#> HP1504901_E6 2 0.000
#> HP1504901_D9 1 1.000
#> HP1504901_N22 3 1.000
#> HP1504901_J15 1 1.000
#> HP1504901_K14 1 1.000
#> HP1504901_N15 1 1.000
#> HP1504901_J20 3 1.000
#> HP1504901_J23 1 1.000
#> HP1504901_L16 2 0.253
#> HP1504901_C13 1 0.498
#> HP1504901_B23 1 1.000
#> HP1504901_F19 1 1.000
#> HP1504901_J4 1 1.000
#> HP1504901_K22 1 0.751
#> HP1504901_O5 1 1.000
#> HP1504901_J9 1 1.000
#> HP1504901_M4 1 0.000
#> HP1504901_G2 3 1.000
#> HP1504901_N16 1 1.000
#> HP1504901_G10 1 0.000
#> HP1504901_F24 1 1.000
#> HP1504901_O17 1 1.000
#> HP1504901_A19 1 1.000
#> HP1504901_D5 1 1.000
#> HP1504901_D1 1 0.747
#> HP1504901_F16 1 0.000
#> HP1504901_B6 1 1.000
#> HP1504901_E23 1 1.000
#> HP1504901_N8 1 1.000
#> HP1504901_N12 1 0.747
#> HP1504901_H8 1 1.000
#> HP1504901_M24 1 1.000
#> HP1504901_L1 1 0.000
#> HP1504901_B9 1 1.000
#> HP1504901_O4 2 0.000
#> HP1504901_O10 1 1.000
#> HP1504901_M11 1 0.000
#> HP1504901_B18 3 1.000
#> HP1504901_F9 1 1.000
#> HP1504901_F20 1 1.000
#> HP1504901_O6 1 1.000
#> HP1504901_B14 2 0.000
#> HP1504901_D4 1 0.000
#> HP1504901_E10 3 1.000
#> HP1504901_L13 1 0.502
#> HP1504901_L22 1 1.000
#> HP1504901_O24 1 1.000
#> HP1504901_G13 1 0.747
#> HP1504901_J22 1 1.000
#> HP1504901_L14 1 1.000
#> HP1504901_A2 1 1.000
#> HP1504901_N17 1 1.000
#> HP1504901_L3 1 0.751
#> HP1504901_I3 1 1.000
#> HP1504901_A9 1 0.000
#> HP1504901_I21 1 1.000
#> HP1504901_K23 2 0.000
#> HP1504901_G6 1 0.000
#> HP1504901_O16 1 1.000
#> HP1504901_E14 1 1.000
#> HP1504901_G11 2 0.000
#> HP1504901_N24 1 1.000
#> HP1504901_D17 1 1.000
#> HP1504901_K6 1 1.000
#> HP1504901_D2 1 1.000
#> HP1504901_I18 1 1.000
#> HP1504901_E21 1 0.000
#> HP1504901_H18 1 1.000
#> HP1504901_D24 1 1.000
#> HP1504901_J6 1 1.000
#> HP1504901_I2 1 1.000
#> HP1504901_D14 1 1.000
#> HP1504901_G16 1 1.000
#> HP1504901_P20 1 0.747
#> HP1504901_M18 1 1.000
#> HP1504901_J3 1 1.000
#> HP1504901_F4 1 1.000
#> HP1504901_D7 1 0.747
#> HP1504901_M21 1 1.000
#> HP1504901_B10 1 1.000
#> HP1504901_H1 1 0.000
#> HP1504901_J5 1 0.000
#> HP1504901_K5 1 1.000
#> HP1504901_F10 1 1.000
#> HP1504901_H16 2 0.000
#> HP1504901_G15 1 0.249
#> HP1504901_H2 1 0.000
#> HP1504901_G18 1 0.000
#> HP1504901_N19 1 1.000
#> HP1504901_C10 1 1.000
#> HP1504901_I8 3 1.000
#> HP1504901_I22 1 1.000
#> HP1504901_B21 1 1.000
#> HP1504901_N7 1 0.249
#> HP1504901_C14 1 1.000
#> HP1504901_A10 1 0.502
#> HP1504901_I13 1 0.000
#> HP1504901_C23 1 1.000
#> HP1504901_E2 1 0.000
#> HP1504901_D21 1 1.000
#> HP1504901_G19 1 0.751
#> HP1504901_N21 1 0.000
#> HP1504901_B2 1 1.000
#> HP1504901_L9 1 1.000
#> HP1504901_N23 1 1.000
#> HP1504901_F3 1 1.000
#> HP1525301T2D_P14 2 0.000
#> HP1525301T2D_K15 3 1.000
#> HP1525301T2D_D19 1 1.000
#> HP1526901T2D_K12 3 1.000
#> HP1525301T2D_G11 1 1.000
#> HP1525301T2D_A6 1 1.000
#> HP1508501T2D_P4 1 1.000
#> HP1525301T2D_K23 1 1.000
#> HP1525301T2D_P16 2 0.000
#> HP1525301T2D_O14 2 0.000
#> HP1525301T2D_H14 2 0.000
#> HP1525301T2D_F24 2 0.000
#> HP1525301T2D_P1 2 0.000
#> HP1526901T2D_A20 3 1.000
#> HP1526901T2D_A10 3 1.000
#> HP1525301T2D_I21 1 1.000
#> HP1526901T2D_A3 3 1.000
#> HP1526901T2D_O5 2 0.000
#> HP1525301T2D_I12 3 1.000
#> HP1525301T2D_P22 1 1.000
#> HP1525301T2D_H9 2 0.000
#> HP1526901T2D_P20 1 1.000
#> HP1525301T2D_K16 2 0.000
#> HP1526901T2D_B6 1 1.000
#> HP1526901T2D_P9 1 1.000
#> HP1526901T2D_E11 3 0.751
#> HP1525301T2D_C3 2 0.000
#> HP1526901T2D_M21 3 0.000
#> HP1526901T2D_H18 3 1.000
#> HP1525301T2D_D1 2 0.000
#> HP1526901T2D_D5 3 1.000
#> HP1525301T2D_J14 1 1.000
#> HP1525301T2D_P6 1 1.000
#> HP1525301T2D_F15 1 1.000
#> HP1526901T2D_K6 1 1.000
#> HP1525301T2D_C16 1 1.000
#> HP1525301T2D_I18 2 0.000
#> HP1525301T2D_M11 2 0.000
#> HP1526901T2D_J6 1 1.000
#> HP1525301T2D_I23 2 0.000
#> HP1526901T2D_L16 3 1.000
#> HP1526901T2D_F2 3 1.000
#> HP1525301T2D_K14 2 0.000
#> HP1525301T2D_J7 2 0.000
#> HP1525301T2D_B1 1 1.000
#> HP1525301T2D_C4 2 0.000
#> HP1525301T2D_J21 2 0.000
#> HP1525301T2D_E19 1 1.000
#> HP1526901T2D_C13 1 1.000
#> HP1525301T2D_B4 1 1.000
#> HP1525301T2D_F19 1 1.000
#> HP1525301T2D_B5 1 1.000
#> HP1526901T2D_C19 1 1.000
#> HP1526901T2D_E18 3 1.000
#> HP1525301T2D_N3 1 1.000
#> HP1525301T2D_I6 1 1.000
#> HP1525301T2D_N23 3 1.000
#> HP1526901T2D_H23 3 0.000
#> HP1525301T2D_G22 3 1.000
#> HP1525301T2D_J5 2 0.000
#> HP1525301T2D_D10 2 0.000
#> HP1526901T2D_F15 2 0.000
#> HP1526901T2D_O22 3 0.249
#> HP1526901T2D_M8 2 0.000
#> HP1525301T2D_C6 2 0.000
#> HP1526901T2D_G21 3 1.000
#> HP1525301T2D_D11 1 1.000
#> HP1526901T2D_I6 3 1.000
#> HP1526901T2D_H24 3 0.502
#> HP1525301T2D_E1 1 1.000
#> HP1526901T2D_J22 3 1.000
#> HP1526901T2D_N15 3 0.751
#> HP1525301T2D_G3 2 0.000
#> HP1525301T2D_E11 2 0.000
#> HP1525301T2D_C2 1 1.000
#> HP1526901T2D_A1 1 1.000
#> HP1526901T2D_F3 3 0.000
#> HP1526901T2D_P21 3 1.000
#> HP1525301T2D_B11 1 1.000
#> HP1526901T2D_J24 3 1.000
#> HP1526901T2D_M15 3 0.249
#> HP1526901T2D_K11 3 0.498
#> HP1526901T2D_G17 3 1.000
#> HP1526901T2D_L1 3 1.000
#> HP1526901T2D_L2 3 0.751
#> HP1526901T2D_M19 3 1.000
#> HP1526901T2D_A16 3 1.000
#> HP1525301T2D_N4 2 0.000
#> HP1526901T2D_B4 1 1.000
#> HP1526901T2D_F21 1 1.000
#> HP1525301T2D_M16 3 1.000
#> HP1526901T2D_K3 3 1.000
#> HP1525301T2D_B24 2 0.000
#> HP1526901T2D_O15 1 1.000
#> HP1526901T2D_O12 1 0.000
#> HP1526901T2D_J21 3 1.000
#> HP1525301T2D_O1 2 0.000
#> HP1525301T2D_O20 2 0.000
#> HP1525301T2D_O9 2 0.000
#> HP1526901T2D_G7 3 0.000
#> HP1526901T2D_J5 1 1.000
#> HP1525301T2D_G13 2 0.000
#> HP1525301T2D_F23 1 1.000
#> HP1526901T2D_F4 1 0.000
#> HP1526901T2D_I1 2 0.000
#> HP1526901T2D_L4 1 1.000
#> HP1526901T2D_L14 3 1.000
#> HP1525301T2D_L23 2 0.000
#> HP1525301T2D_H23 1 1.000
#> HP1525301T2D_I1 2 0.000
#> HP1526901T2D_F10 3 1.000
#> HP1525301T2D_B23 1 0.000
#> HP1526901T2D_J18 2 0.000
#> HP1526901T2D_I10 3 1.000
#> HP1525301T2D_I4 1 1.000
#> HP1526901T2D_B24 2 0.000
#> HP1525301T2D_C24 2 0.000
#> HP1525301T2D_P8 1 1.000
#> HP1526901T2D_G24 2 0.000
#> HP1526901T2D_J8 1 1.000
#> HP1525301T2D_M22 1 0.000
#> HP1525301T2D_C1 1 1.000
#> HP1526901T2D_P13 2 0.000
#> HP1526901T2D_G23 3 1.000
#> HP1526901T2D_P22 1 1.000
#> HP1525301T2D_J2 1 1.000
#> HP1526901T2D_H20 3 0.000
#> HP1525301T2D_G14 2 0.000
#> HP1526901T2D_L7 3 1.000
#> HP1526901T2D_N12 3 1.000
#> HP1525301T2D_N7 1 1.000
#> HP1525301T2D_L1 2 0.000
#> HP1526901T2D_F5 3 1.000
#> HP1525301T2D_I10 2 0.000
#> HP1525301T2D_G20 2 0.000
#> HP1526901T2D_K24 3 0.000
#> HP1525301T2D_M7 1 1.000
#> HP1526901T2D_E8 3 0.498
#> HP1526901T2D_P14 1 1.000
#> HP1526901T2D_N4 2 0.000
#> HP1526901T2D_O24 1 1.000
#> HP1526901T2D_O14 3 0.000
#> HP1525301T2D_H24 2 0.000
#> HP1525301T2D_P13 2 0.000
#> HP1526901T2D_E20 1 1.000
#> HP1525301T2D_H6 3 1.000
#> HP1525301T2D_C10 1 1.000
#> HP1526901T2D_C3 3 1.000
#> HP1526901T2D_N13 3 1.000
#> HP1526901T2D_L19 1 1.000
#> HP1525301T2D_H7 1 1.000
#> HP1525301T2D_G15 1 1.000
#> HP1526901T2D_E23 2 0.000
#> HP1525301T2D_D2 2 0.000
#> HP1526901T2D_D19 1 1.000
#> HP1525301T2D_I3 2 0.000
#> HP1525301T2D_E23 1 1.000
#> HP1526901T2D_N9 3 1.000
#> HP1525301T2D_I7 1 1.000
#> HP1526901T2D_B18 3 1.000
#> HP1526901T2D_O21 3 1.000
#> HP1526901T2D_G14 3 1.000
#> HP1525301T2D_E7 1 1.000
#> HP1525301T2D_F10 2 0.000
#> HP1525301T2D_K21 2 0.000
#> HP1525301T2D_E3 1 1.000
#> HP1526901T2D_A4 3 1.000
#> HP1525301T2D_H3 2 0.000
#> HP1526901T2D_D4 2 0.000
#> HP1526901T2D_G1 3 1.000
#> HP1525301T2D_N5 2 0.000
#> HP1525301T2D_A17 2 0.000
#> HP1525301T2D_E12 2 0.000
#> HP1526901T2D_L5 3 0.000
#> HP1525301T2D_O18 1 1.000
#> HP1526901T2D_A23 3 1.000
#> HP1525301T2D_C13 2 0.000
#> HP1526901T2D_K22 3 1.000
#> HP1526901T2D_F17 1 1.000
#> HP1526901T2D_N3 3 1.000
#> HP1526901T2D_K23 3 1.000
#> HP1525301T2D_O2 1 0.751
#> HP1526901T2D_K4 2 0.000
#> HP1525301T2D_I19 2 0.000
#> HP1526901T2D_P17 1 1.000
#> HP1526901T2D_O1 3 1.000
#> HP1525301T2D_F2 1 0.000
#> HP1526901T2D_M20 2 0.000
#> HP1526901T2D_O17 1 1.000
#> HP1525301T2D_H19 1 1.000
#> HP1526901T2D_M4 3 0.000
#> HP1526901T2D_D22 2 0.000
#> HP1525301T2D_I11 1 0.000
#> HP1525301T2D_J15 2 0.000
#> HP1526901T2D_J11 2 0.000
#> HP1525301T2D_P21 2 0.000
#> HP1525301T2D_M13 3 1.000
#> HP1526901T2D_A9 1 1.000
#> HP1525301T2D_P24 1 1.000
#> HP1525301T2D_I5 1 1.000
#> HP1525301T2D_L15 1 1.000
#> HP1525301T2D_J23 2 0.000
#> HP1525301T2D_P5 2 0.000
#> HP1526901T2D_G11 1 0.000
#> HP1525301T2D_F21 2 0.000
#> HP1525301T2D_A19 2 0.000
#> HP1526901T2D_P2 1 1.000
#> HP1526901T2D_A12 3 1.000
#> HP1526901T2D_K20 3 1.000
#> HP1525301T2D_J16 2 0.000
#> HP1525301T2D_F7 2 0.000
#> HP1526901T2D_E9 2 0.000
#> HP1526901T2D_F24 2 0.000
#> HP1525301T2D_O7 2 0.000
#> HP1526901T2D_A2 3 1.000
#> HP1525301T2D_A12 2 0.000
#> HP1526901T2D_L11 1 1.000
#> HP1526901T2D_B12 3 1.000
#> HP1526901T2D_H22 3 1.000
#> HP1526901T2D_J3 2 0.000
#> HP1525301T2D_B6 2 0.000
#> HP1525301T2D_E5 2 0.000
#> HP1525301T2D_K11 2 0.000
#> HP1526901T2D_A17 3 1.000
#> HP1526901T2D_N7 2 0.000
#> HP1526901T2D_P12 3 1.000
#> HP1525301T2D_L8 2 0.000
#> HP1526901T2D_J2 1 1.000
#> HP1525301T2D_O23 2 0.000
#> HP1526901T2D_D18 1 1.000
#> HP1526901T2D_B17 1 1.000
#> HP1526901T2D_G2 1 1.000
#> HP1525301T2D_A9 1 1.000
#> HP1526901T2D_A11 2 0.000
#> HP1526901T2D_I20 1 1.000
#> HP1526901T2D_F1 1 1.000
#> HP1525301T2D_F5 2 0.000
#> HP1525301T2D_A15 2 0.000
#> HP1526901T2D_F16 2 0.000
#> HP1526901T2D_B20 1 1.000
#> HP1525301T2D_L2 2 0.000
#> HP1526901T2D_H12 3 0.000
#> HP1525301T2D_B10 2 0.000
#> HP1526901T2D_G13 3 0.000
#> HP1526901T2D_N18 1 1.000
#> HP1525301T2D_E2 2 0.000
#> HP1525301T2D_E24 2 0.000
#> HP1525301T2D_P17 1 1.000
#> HP1526901T2D_O9 1 1.000
#> HP1526901T2D_N6 3 1.000
#> HP1525301T2D_B15 1 0.000
#> HP1525301T2D_L22 1 1.000
#> HP1526901T2D_I21 1 1.000
#> HP1526901T2D_H16 3 1.000
#> HP1525301T2D_I2 1 1.000
#> HP1525301T2D_H12 3 1.000
#> HP1525301T2D_K18 2 0.000
#> HP1526901T2D_K21 3 1.000
#> HP1525301T2D_L24 3 1.000
#> HP1525301T2D_C17 2 0.000
#> HP1525301T2D_D3 2 0.000
#> HP1525301T2D_D22 2 0.000
#> HP1525301T2D_F16 2 0.000
#> HP1526901T2D_P23 1 1.000
#> HP1525301T2D_L14 3 1.000
#> HP1525301T2D_N8 1 1.000
#> HP1526901T2D_N20 3 1.000
#> HP1526901T2D_D7 2 0.000
#> HP1526901T2D_F9 3 1.000
#> HP1526901T2D_B9 1 1.000
#> HP1526901T2D_E15 2 0.000
#> HP1526901T2D_L24 3 1.000
#> HP1526901T2D_H4 3 1.000
#> HP1526901T2D_H17 3 0.000
#> HP1525301T2D_N11 2 0.000
#> HP1526901T2D_I24 1 1.000
#> HP1526901T2D_A24 2 0.000
#> HP1525301T2D_G23 1 1.000
#> HP1526901T2D_E22 2 0.000
#> HP1526901T2D_A22 3 0.000
#> HP1525301T2D_C14 2 0.000
#> HP1526901T2D_C14 2 0.000
#> HP1525301T2D_K6 2 0.000
#> HP1525301T2D_L4 2 0.000
#> HP1526901T2D_M24 3 0.000
#> HP1525301T2D_G9 2 0.000
#> HP1526901T2D_O23 3 1.000
#> HP1526901T2D_L3 3 1.000
#> HP1525301T2D_M8 1 1.000
#> HP1525301T2D_J18 1 1.000
#> HP1526901T2D_A15 3 1.000
#> HP1525301T2D_L20 2 0.000
#> HP1525301T2D_F4 1 1.000
#> HP1526901T2D_E1 2 0.000
#> HP1526901T2D_P7 1 1.000
#> HP1526901T2D_K17 2 0.000
#> HP1526901T2D_F22 2 0.000
#> HP1526901T2D_D10 1 1.000
#> HP1526901T2D_J20 1 1.000
#> HP1525301T2D_I22 2 0.000
#> HP1525301T2D_J4 1 1.000
#> HP1525301T2D_K10 2 0.000
#> HP1525301T2D_F8 2 0.000
#> HP1525301T2D_A13 2 0.000
#> HP1525301T2D_G4 1 1.000
#> HP1525301T2D_J13 1 1.000
#> HP1525301T2D_G19 1 1.000
#> HP1526901T2D_L17 1 1.000
#> HP1525301T2D_A1 2 0.000
#> HP1526901T2D_O2 2 0.000
#> HP1526901T2D_O13 1 1.000
#> HP1526901T2D_A7 3 0.000
#> HP1525301T2D_N13 3 1.000
#> HP1526901T2D_D3 2 0.000
#> HP1526901T2D_K18 3 1.000
#> HP1525301T2D_D6 2 0.000
#> HP1525301T2D_O3 2 0.000
#> HP1525301T2D_N14 2 0.000
#> HP1526901T2D_J1 3 1.000
#> HP1525301T2D_J8 1 1.000
#> HP1525301T2D_J9 2 0.000
#> HP1525301T2D_P2 2 0.000
#> HP1525301T2D_K12 2 0.000
#> HP1526901T2D_H9 2 0.000
#> HP1526901T2D_N23 3 0.249
#> HP1526901T2D_B1 3 1.000
#> HP1526901T2D_K10 3 0.000
#> HP1526901T2D_M14 1 0.000
#> HP1526901T2D_N1 3 0.000
#> HP1526901T2D_I7 3 1.000
#> HP1526901T2D_A19 3 1.000
#> HP1525301T2D_N18 1 1.000
#> HP1525301T2D_O17 2 0.000
#> HP1526901T2D_C15 1 1.000
#> HP1526901T2D_B23 2 0.000
#> HP1526901T2D_I19 1 1.000
#> HP1526901T2D_J19 3 1.000
#> HP1525301T2D_G17 2 0.000
#> HP1525301T2D_C5 1 1.000
#> HP1526901T2D_C22 2 0.000
#> HP1526901T2D_D2 2 0.000
#> HP1526901T2D_O3 1 1.000
#> HP1526901T2D_P8 1 0.000
#> HP1526901T2D_L15 2 0.000
#> HP1525301T2D_C23 2 0.000
#> HP1526901T2D_G16 3 1.000
#> HP1526901T2D_D8 1 1.000
#> HP1526901T2D_I14 3 0.502
#> HP1525301T2D_I15 2 0.000
#> HP1525301T2D_E13 1 1.000
#> HP1526901T2D_M1 3 0.000
#> HP1525301T2D_B8 1 1.000
#> HP1526901T2D_A6 2 0.000
#> HP1525301T2D_H10 1 1.000
#> HP1526901T2D_J4 1 1.000
#> HP1525301T2D_E15 2 0.000
#> HP1525301T2D_L9 1 1.000
#> HP1526901T2D_G10 3 0.000
#> HP1525301T2D_A11 1 1.000
#> HP1526901T2D_K2 3 1.000
#> HP1526901T2D_B7 1 1.000
#> HP1526901T2D_I13 3 1.000
#> HP1526901T2D_O7 1 1.000
#> HP1526901T2D_I3 3 1.000
#> HP1526901T2D_M2 3 1.000
#> HP1526901T2D_N10 3 0.502
#> HP1526901T2D_K1 2 0.000
#> HP1526901T2D_I8 1 1.000
#> HP1526901T2D_C23 2 0.000
#> HP1526901T2D_H14 3 0.000
#> HP1525301T2D_P11 1 1.000
#> HP1526901T2D_L13 1 1.000
#> HP1525301T2D_H11 2 0.000
#> HP1525301T2D_P18 1 1.000
#> HP1526901T2D_E21 1 1.000
#> HP1525301T2D_L6 2 0.000
#> HP1525301T2D_F12 2 0.000
#> HP1525301T2D_P19 2 0.000
#> HP1526901T2D_C20 2 0.000
#> HP1525301T2D_A14 2 0.000
#> HP1525301T2D_C9 2 0.000
#> HP1525301T2D_O6 1 1.000
#> HP1525301T2D_M2 2 0.000
#> HP1525301T2D_L5 2 0.000
#> HP1526901T2D_E2 3 1.000
#> HP1526901T2D_I5 1 1.000
#> HP1525301T2D_C8 1 1.000
#> HP1526901T2D_B11 3 1.000
#> HP1525301T2D_A16 1 1.000
#> HP1526901T2D_P11 1 1.000
#> HP1525301T2D_C7 2 0.000
#> HP1526901T2D_O6 3 1.000
#> HP1525301T2D_J20 2 0.000
#> HP1526901T2D_M13 3 1.000
#> HP1526901T2D_E3 3 0.253
#> HP1526901T2D_G18 1 1.000
#> HP1525301T2D_N16 2 0.000
#> HP1525301T2D_C15 2 0.000
#> HP1525301T2D_B13 1 1.000
#> HP1525301T2D_M5 2 0.000
#> HP1526901T2D_F12 3 0.751
#> HP1525301T2D_D14 2 0.000
#> HP1526901T2D_J13 3 1.000
#> HP1526901T2D_I12 2 0.000
#> HP1526901T2D_P10 1 1.000
#> HP1525301T2D_P15 1 0.000
#> HP1525301T2D_N20 2 0.000
#> HP1525301T2D_P20 2 0.000
#> HP1526901T2D_C16 3 1.000
#> HP1525301T2D_L16 2 0.000
#> HP1526901T2D_J14 1 1.000
#> HP1525301T2D_G5 2 0.000
#> HP1525301T2D_P4 2 0.000
#> HP1525301T2D_I17 2 0.000
#> HP1526901T2D_C4 3 1.000
#> HP1526901T2D_H6 3 0.249
#> HP1526901T2D_N21 2 0.000
#> HP1525301T2D_M6 2 0.000
#> HP1525301T2D_L17 1 1.000
#> HP1526901T2D_C17 1 1.000
#> HP1525301T2D_P9 1 1.000
#> HP1526901T2D_F19 3 1.000
#> HP1525301T2D_N10 2 0.000
#> HP1526901T2D_K19 2 0.000
#> HP1525301T2D_J17 2 0.000
#> HP1526901T2D_D9 3 1.000
#> HP1525301T2D_D12 1 1.000
#> HP1526901T2D_F8 2 0.000
#> HP1526901T2D_P19 3 1.000
#> HP1525301T2D_N1 2 0.000
#> HP1525301T2D_B21 2 0.000
#> HP1525301T2D_H16 2 0.000
#> HP1526901T2D_E14 2 0.000
#> HP1526901T2D_C11 1 1.000
#> HP1526901T2D_H21 2 0.000
#> HP1525301T2D_M15 2 0.000
#> HP1525301T2D_A5 1 1.000
#> HP1526901T2D_L23 3 0.000
#> HP1525301T2D_M10 3 1.000
#> HP1526901T2D_N2 3 1.000
#> HP1525301T2D_C19 2 0.000
#> HP1526901T2D_O10 3 1.000
#> HP1526901T2D_H19 3 1.000
#> HP1526901T2D_C6 3 1.000
#> HP1526901T2D_I9 2 0.000
#> HP1526901T2D_E19 3 1.000
#> HP1526901T2D_L21 3 0.000
#> HP1525301T2D_K8 2 0.000
#> HP1526901T2D_I11 3 1.000
#> HP1526901T2D_E10 3 0.249
#> HP1525301T2D_H8 2 0.000
#> HP1526901T2D_L12 3 1.000
#> HP1525301T2D_B7 1 1.000
#> HP1525301T2D_K2 2 0.000
#> HP1526901T2D_H10 3 1.000
#> HP1525301T2D_M9 2 0.000
#> HP1526901T2D_D1 3 0.498
#> HP1525301T2D_K7 1 0.000
#> HP1525301T2D_D21 2 0.498
#> HP1526901T2D_P1 3 1.000
#> HP1526901T2D_E6 3 0.751
#> HP1525301T2D_K5 2 0.000
#> HP1526901T2D_M22 3 0.000
#> HP1525301T2D_B14 2 0.000
#> HP1525301T2D_B18 1 1.000
#> HP1526901T2D_J12 2 0.000
#> HP1525301T2D_D4 2 0.000
#> HP1526901T2D_M23 3 0.000
#> HP1525301T2D_K19 3 1.000
#> HP1525301T2D_G1 1 1.000
#> HP1525301T2D_F3 2 0.000
#> HP1526901T2D_F20 3 1.000
#> HP1526901T2D_N14 3 1.000
#> HP1525301T2D_G10 2 0.000
#> HP1525301T2D_M17 1 1.000
#> HP1525301T2D_H2 2 0.000
#> HP1525301T2D_A7 1 1.000
#> HP1526901T2D_A21 2 0.000
#> HP1525301T2D_H1 2 0.000
#> HP1526901T2D_F23 3 1.000
#> HP1525301T2D_J19 1 1.000
#> HP1526901T2D_G19 3 0.253
#> HP1525301T2D_G18 1 1.000
#> HP1526901T2D_G22 2 0.000
#> HP1525301T2D_H18 2 0.000
#> HP1526901T2D_C24 1 0.751
#> HP1526901T2D_L6 3 1.000
#> HP1526901T2D_I4 3 1.000
#> HP1525301T2D_O16 2 0.000
#> HP1525301T2D_E16 1 1.000
#> HP1526901T2D_B5 2 0.000
#> HP1526901T2D_O4 2 0.000
#> HP1526901T2D_P18 1 1.000
#> HP1525301T2D_I24 2 0.000
#> HP1525301T2D_O24 2 0.000
#> HP1526901T2D_D21 1 1.000
#> HP1526901T2D_C10 1 1.000
#> HP1526901T2D_D14 1 1.000
#> HP1526901T2D_C1 3 1.000
#> HP1526901T2D_D12 2 0.000
#> HP1526901T2D_E5 3 0.000
#> HP1525301T2D_M20 2 0.000
#> HP1526901T2D_G4 3 1.000
#> HP1526901T2D_P4 1 1.000
#> HP1526901T2D_B14 1 1.000
#> HP1525301T2D_H17 2 0.000
#> HP1525301T2D_C21 2 0.000
#> HP1526901T2D_C2 3 1.000
#> HP1525301T2D_L13 2 0.000
#> HP1525301T2D_K17 2 0.000
#> HP1526901T2D_K14 3 0.000
#> HP1526901T2D_G9 3 0.751
#> HP1526901T2D_I17 2 0.000
#> HP1525301T2D_A3 1 1.000
#> HP1525301T2D_N21 1 1.000
#> HP1525301T2D_D8 2 0.000
#> HP1526901T2D_I22 1 1.000
#> HP1526901T2D_O8 1 1.000
#> HP1526901T2D_B13 1 1.000
#> HP1526901T2D_H3 3 0.000
#> HP1525301T2D_O5 1 1.000
#> HP1526901T2D_M18 2 0.000
#> HP1525301T2D_M12 2 0.000
#> HP1526901T2D_J17 3 0.751
#> HP1526901T2D_E16 2 0.000
#> HP1525301T2D_N12 2 0.000
#> HP1525301T2D_C11 2 0.000
#> HP1526901T2D_D16 3 1.000
#> HP1526901T2D_M16 3 0.249
#> HP1525301T2D_D9 1 1.000
#> HP1525301T2D_G8 1 1.000
#> HP1525301T2D_I8 2 0.000
#> HP1525301T2D_O22 2 0.000
#> HP1525301T2D_K1 2 0.000
#> HP1525301T2D_E17 2 0.000
#> HP1525301T2D_E22 3 1.000
#> HP1525301T2D_K22 1 1.000
#> HP1525301T2D_D15 2 0.000
#> HP1526901T2D_H5 2 0.000
#> HP1525301T2D_H20 1 1.000
#> HP1525301T2D_N9 1 1.000
#> HP1525301T2D_G21 2 0.000
#> HP1525301T2D_M14 1 1.000
#> HP1526901T2D_A5 3 1.000
#> HP1525301T2D_O13 1 0.000
#> HP1526901T2D_F18 1 1.000
#> HP1526901T2D_O19 2 0.000
#> HP1526901T2D_D17 1 1.000
#> HP1525301T2D_C22 2 0.000
#> HP1525301T2D_B12 2 0.000
#> HP1525301T2D_B3 2 0.000
#> HP1526901T2D_K15 3 0.000
#> HP1525301T2D_J1 1 1.000
#> HP1525301T2D_N6 2 0.000
#> HP1526901T2D_A14 3 1.000
#> HP1526901T2D_A13 3 1.000
#> HP1526901T2D_N11 2 0.000
#> HP1526901T2D_I15 3 1.000
#> HP1526901T2D_B10 1 1.000
#> HP1526901T2D_K7 3 0.000
#> HP1526901T2D_H8 2 0.000
#> HP1525301T2D_I16 2 0.000
#> HP1526901T2D_N19 3 0.498
#> HP1526901T2D_B3 2 0.000
#> HP1526901T2D_G8 3 0.751
#> HP1525301T2D_O11 1 0.000
#> HP1525301T2D_E8 1 0.747
#> HP1526901T2D_M3 3 1.000
#> HP1526901T2D_I18 3 1.000
#> HP1525301T2D_P23 2 0.000
#> HP1525301T2D_N24 1 1.000
#> HP1526901T2D_M7 3 0.000
#> HP1526901T2D_N16 3 1.000
#> HP1526901T2D_C8 2 0.000
#> HP1526901T2D_H2 2 0.000
#> HP1526901T2D_I16 3 1.000
#> HP1526901T2D_F7 3 0.253
#> HP1525301T2D_K3 3 1.000
#> HP1525301T2D_J10 1 1.000
#> HP1526901T2D_N8 1 1.000
#> HP1526901T2D_A8 1 1.000
get_classes(res, k = 4)
#> class p
#> HP1502401_J14 1 1.000
#> HP1502401_B14 1 1.000
#> HP1502401_A14 2 0.000
#> HP1502401_C14 3 1.000
#> HP1502401_G14 1 1.000
#> HP1502401_E14 3 1.000
#> HP1502401_L14 3 1.000
#> HP1502401_M14 3 0.000
#> HP1502401_K14 3 0.249
#> HP1502401_I14 2 0.000
#> HP1502401_F13 2 0.000
#> HP1502401_L13 4 1.000
#> HP1502401_H14 1 1.000
#> HP1502401_F17 1 0.498
#> HP1504101T2D_B4 4 1.000
#> HP1504101T2D_M6 3 1.000
#> HP1504101T2D_F15 3 0.000
#> HP1504101T2D_H7 1 0.000
#> HP1502401_H23 2 0.000
#> HP1502401_L21 3 0.000
#> HP1504101T2D_F10 3 0.000
#> HP1504101T2D_B10 4 1.000
#> HP1502401_G18 2 0.000
#> HP1502401_K22 3 1.000
#> HP1502401_I22 3 1.000
#> HP1504101T2D_M18 3 0.000
#> HP1502401_J22 1 1.000
#> HP1504101T2D_O12 3 0.000
#> HP1502401_M15 1 1.000
#> HP1504101T2D_G16 4 1.000
#> HP1504101T2D_L23 3 0.000
#> HP1502401_G24 3 1.000
#> HP1502401_G23 2 0.000
#> HP1504101T2D_A24 3 0.000
#> HP1504101T2D_N17 3 0.000
#> HP1502401_N8 3 1.000
#> HP1504101T2D_G1 3 0.000
#> HP1504101T2D_A15 4 1.000
#> HP1504101T2D_M19 3 0.000
#> HP1502401_O16 3 1.000
#> HP1504101T2D_E16 3 0.747
#> HP1502401_A12 3 1.000
#> HP1502401_D18 2 0.000
#> HP1504101T2D_K2 4 1.000
#> HP1502401_K19 1 0.000
#> HP1502401_D5 3 0.000
#> HP1502401_H22 1 1.000
#> HP1504101T2D_J15 3 1.000
#> HP1504101T2D_N7 3 1.000
#> HP1504101T2D_O16 3 0.000
#> HP1502401_M5 3 0.000
#> HP1504101T2D_M4 4 1.000
#> HP1504101T2D_I20 3 0.000
#> HP1502401_K17 1 0.000
#> HP1504101T2D_B22 4 1.000
#> HP1504101T2D_G4 3 1.000
#> HP1502401_H15 3 0.498
#> HP1502401_H8 3 0.253
#> HP1502401_N17 1 1.000
#> HP1504101T2D_L13 4 1.000
#> HP1504101T2D_K24 3 0.000
#> HP1504101T2D_B24 1 1.000
#> HP1504101T2D_H14 3 0.000
#> HP1502401_A7 3 1.000
#> HP1504101T2D_I1 1 1.000
#> HP1502401_O2 3 0.000
#> HP1502401_J21 3 0.000
#> HP1504101T2D_J13 3 0.000
#> HP1502401_J8 3 1.000
#> HP1502401_N15 3 0.000
#> HP1504101T2D_L14 2 0.000
#> HP1504101T2D_D2 3 0.000
#> HP1502401_N2 2 0.000
#> HP1502401_H7 1 1.000
#> HP1504101T2D_O13 1 1.000
#> HP1504101T2D_L2 3 0.000
#> HP1502401_E5 4 1.000
#> HP1502401_O1 4 1.000
#> HP1502401_B7 1 1.000
#> HP1504101T2D_I24 3 0.000
#> HP1504101T2D_J18 3 1.000
#> HP1502401_L3 1 1.000
#> HP1502401_J1 3 0.000
#> HP1502401_H3 3 1.000
#> HP1504101T2D_B6 3 1.000
#> HP1502401_I15 3 0.000
#> HP1504101T2D_B8 2 0.000
#> HP1502401_D17 1 1.000
#> HP1504101T2D_M15 4 1.000
#> HP1502401_I4 3 0.000
#> HP1502401_J23 3 0.000
#> HP1502401_O14 2 0.000
#> HP1504101T2D_N15 4 1.000
#> HP1502401_L5 2 0.000
#> HP1504101T2D_F7 3 0.000
#> HP1504101T2D_I5 3 0.000
#> HP1504101T2D_C1 2 0.000
#> HP1504101T2D_P14 3 0.000
#> HP1504101T2D_A20 3 0.751
#> HP1502401_H11 1 1.000
#> HP1504101T2D_K19 2 0.000
#> HP1502401_K15 1 1.000
#> HP1504101T2D_C17 3 0.000
#> HP1502401_G10 1 1.000
#> HP1502401_L2 3 0.253
#> HP1504101T2D_D8 1 0.000
#> HP1502401_L23 3 0.000
#> HP1502401_F19 3 0.000
#> HP1502401_L17 1 1.000
#> HP1502401_O22 3 0.000
#> HP1504101T2D_I7 1 1.000
#> HP1504101T2D_H5 3 0.751
#> HP1502401_L16 1 1.000
#> HP1504101T2D_F22 3 0.000
#> HP1504101T2D_J2 3 0.000
#> HP1504101T2D_E1 4 1.000
#> HP1502401_A18 3 0.000
#> HP1504101T2D_A19 3 0.000
#> HP1504101T2D_G2 3 0.000
#> HP1504101T2D_J11 3 0.000
#> HP1504101T2D_K22 3 0.000
#> HP1502401_L12 3 0.000
#> HP1504101T2D_E19 1 1.000
#> HP1502401_E22 1 1.000
#> HP1502401_H2 3 0.253
#> HP1504101T2D_G17 3 0.000
#> HP1502401_N1 3 0.000
#> HP1504101T2D_N19 3 0.000
#> HP1504101T2D_I17 3 1.000
#> HP1502401_E7 3 1.000
#> HP1504101T2D_E11 4 1.000
#> HP1502401_H21 2 0.000
#> HP1504101T2D_E18 3 0.751
#> HP1504101T2D_D7 3 0.000
#> HP1502401_B18 4 1.000
#> HP1502401_K9 3 0.000
#> HP1502401_E16 4 1.000
#> HP1504101T2D_L21 3 0.000
#> HP1504101T2D_N12 3 0.000
#> HP1502401_M4 1 1.000
#> HP1504101T2D_B16 3 0.000
#> HP1504101T2D_E23 3 0.000
#> HP1502401_D7 1 0.000
#> HP1504101T2D_L15 3 1.000
#> HP1504101T2D_D17 3 1.000
#> HP1504101T2D_A4 3 0.000
#> HP1502401_O21 1 1.000
#> HP1502401_M10 1 1.000
#> HP1504101T2D_H9 3 0.249
#> HP1504101T2D_A5 3 0.000
#> HP1504101T2D_K23 3 0.000
#> HP1502401_I7 1 1.000
#> HP1502401_C18 3 1.000
#> HP1502401_O6 1 1.000
#> HP1502401_K24 3 1.000
#> HP1502401_J11 1 1.000
#> HP1502401_H4 3 0.000
#> HP1502401_L11 3 1.000
#> HP1502401_K3 1 1.000
#> HP1502401_C8 3 1.000
#> HP1504101T2D_I18 3 0.000
#> HP1502401_F22 1 1.000
#> HP1502401_I16 1 1.000
#> HP1502401_B17 2 0.000
#> HP1504101T2D_P2 3 1.000
#> HP1502401_N18 2 0.000
#> HP1504101T2D_N10 3 1.000
#> HP1504101T2D_I14 3 0.000
#> HP1504101T2D_F17 4 1.000
#> HP1502401_B24 1 1.000
#> HP1502401_C6 3 1.000
#> HP1504101T2D_G9 1 1.000
#> HP1502401_N12 1 1.000
#> HP1502401_M24 3 0.253
#> HP1504101T2D_E10 1 1.000
#> HP1504101T2D_P9 3 1.000
#> HP1504101T2D_G24 3 0.000
#> HP1502401_N4 1 1.000
#> HP1502401_E21 3 0.000
#> HP1502401_H6 4 1.000
#> HP1504101T2D_I6 2 0.000
#> HP1502401_J6 3 0.000
#> HP1502401_M7 3 0.000
#> HP1504101T2D_M21 3 0.000
#> HP1504101T2D_F11 4 1.000
#> HP1504101T2D_D19 3 0.000
#> HP1502401_O24 1 1.000
#> HP1504101T2D_E24 3 0.000
#> HP1504101T2D_K4 3 0.000
#> HP1502401_I6 3 0.000
#> HP1504101T2D_N9 3 0.751
#> HP1502401_C16 3 1.000
#> HP1504101T2D_M7 3 0.000
#> HP1502401_B20 1 1.000
#> HP1502401_K23 1 1.000
#> HP1502401_F18 4 1.000
#> HP1504101T2D_O4 4 1.000
#> HP1504101T2D_E4 3 0.000
#> HP1502401_G4 3 0.000
#> HP1504101T2D_I16 3 0.000
#> HP1504101T2D_O6 3 0.000
#> HP1504101T2D_D18 3 0.000
#> HP1504101T2D_F2 3 0.000
#> HP1502401_D8 1 1.000
#> HP1504101T2D_E6 3 1.000
#> HP1504101T2D_I15 3 1.000
#> HP1504101T2D_P3 2 0.000
#> HP1504101T2D_I10 4 1.000
#> HP1502401_B21 3 0.000
#> HP1502401_D3 3 1.000
#> HP1502401_O18 3 1.000
#> HP1504101T2D_E14 3 1.000
#> HP1504101T2D_C18 3 0.000
#> HP1502401_G6 1 1.000
#> HP1504101T2D_B11 3 1.000
#> HP1504101T2D_C4 3 1.000
#> HP1504101T2D_C15 3 0.000
#> HP1502401_F12 3 0.000
#> HP1504101T2D_C22 3 0.000
#> HP1502401_C10 3 0.502
#> HP1502401_L7 1 1.000
#> HP1502401_B22 1 0.000
#> HP1502401_M8 2 0.000
#> HP1502401_I2 2 0.000
#> HP1502401_G11 3 1.000
#> HP1502401_E19 3 0.000
#> HP1504101T2D_P24 3 0.000
#> HP1502401_J10 3 0.000
#> HP1502401_L18 2 0.249
#> HP1504101T2D_D13 3 0.000
#> HP1502401_I9 1 1.000
#> HP1502401_D6 3 1.000
#> HP1504101T2D_F12 3 0.000
#> HP1504101T2D_C14 3 1.000
#> HP1504101T2D_H20 3 0.000
#> HP1504101T2D_E9 3 1.000
#> HP1502401_A4 3 0.000
#> HP1504101T2D_G12 3 1.000
#> HP1502401_K5 3 0.000
#> HP1502401_G12 1 1.000
#> HP1504101T2D_N13 3 1.000
#> HP1502401_D12 4 1.000
#> HP1502401_C4 4 1.000
#> HP1502401_K1 1 1.000
#> HP1502401_M2 3 0.751
#> HP1502401_J20 3 0.000
#> HP1502401_N23 4 1.000
#> HP1504101T2D_L8 3 0.000
#> HP1504101T2D_L7 3 0.000
#> HP1502401_O23 3 0.000
#> HP1502401_D22 1 1.000
#> HP1502401_B5 3 0.751
#> HP1504101T2D_H18 2 0.000
#> HP1502401_D4 2 0.000
#> HP1504101T2D_F18 2 0.000
#> HP1502401_E6 3 1.000
#> HP1502401_J18 3 1.000
#> HP1504101T2D_A10 2 0.000
#> HP1502401_M1 3 1.000
#> HP1502401_B15 4 1.000
#> HP1502401_J4 3 0.000
#> HP1502401_A15 1 1.000
#> HP1504101T2D_B17 3 1.000
#> HP1502401_K10 2 0.000
#> HP1502401_D10 2 0.000
#> HP1504101T2D_N20 3 1.000
#> HP1504101T2D_M24 3 0.000
#> HP1504101T2D_B3 1 0.000
#> HP1502401_A22 2 0.000
#> HP1502401_G20 3 0.751
#> HP1504101T2D_C12 4 1.000
#> HP1504101T2D_G22 3 0.000
#> HP1504101T2D_I19 1 0.249
#> HP1504101T2D_P17 3 0.000
#> HP1504101T2D_C9 1 1.000
#> HP1502401_D20 3 0.000
#> HP1502401_G7 3 0.498
#> HP1502401_H5 4 1.000
#> HP1502401_D16 3 1.000
#> HP1504101T2D_G14 3 0.751
#> HP1504101T2D_G10 3 0.000
#> HP1504101T2D_M1 3 0.000
#> HP1502401_N7 4 1.000
#> HP1504101T2D_A13 3 1.000
#> HP1502401_M19 3 0.000
#> HP1504101T2D_C11 2 0.000
#> HP1504101T2D_K12 3 0.253
#> HP1502401_J15 2 0.000
#> HP1504101T2D_D21 3 1.000
#> HP1504101T2D_G19 3 0.000
#> HP1502401_K6 3 0.000
#> HP1502401_K2 3 0.000
#> HP1504101T2D_B18 3 0.000
#> HP1504101T2D_M2 3 0.000
#> HP1502401_O8 1 1.000
#> HP1504101T2D_M9 3 1.000
#> HP1502401_K16 3 0.000
#> HP1502401_E17 3 0.751
#> HP1502401_M23 3 1.000
#> HP1504101T2D_O14 3 0.000
#> HP1504101T2D_P22 3 0.000
#> HP1502401_J19 2 0.000
#> HP1502401_G3 1 1.000
#> HP1504101T2D_H6 3 1.000
#> HP1502401_I18 1 1.000
#> HP1502401_J7 1 0.000
#> HP1502401_L10 3 1.000
#> HP1504101T2D_M10 3 0.000
#> HP1502401_M12 4 1.000
#> HP1502401_I1 3 0.000
#> HP1502401_N9 1 0.751
#> HP1502401_F15 1 1.000
#> HP1504101T2D_A17 4 1.000
#> HP1504101T2D_L11 3 0.502
#> HP1504101T2D_E3 1 1.000
#> HP1502401_L22 3 1.000
#> HP1502401_O10 2 0.000
#> HP1502401_G8 3 0.000
#> HP1504101T2D_O22 3 0.000
#> HP1504101T2D_E7 4 1.000
#> HP1504101T2D_M5 3 0.000
#> HP1502401_K12 1 0.000
#> HP1504101T2D_K10 2 0.000
#> HP1504101T2D_B21 3 0.000
#> HP1504101T2D_C10 4 1.000
#> HP1502401_D24 3 1.000
#> HP1504101T2D_N21 4 1.000
#> HP1502401_G22 3 1.000
#> HP1502401_B1 1 1.000
#> HP1502401_B11 1 1.000
#> HP1502401_C12 2 0.000
#> HP1504101T2D_J7 3 0.000
#> HP1504101T2D_G3 4 1.000
#> HP1504101T2D_A6 3 0.000
#> HP1504101T2D_I8 3 0.000
#> HP1504101T2D_J16 2 0.000
#> HP1504101T2D_C21 3 1.000
#> HP1502401_O4 3 1.000
#> HP1502401_F24 1 1.000
#> HP1504101T2D_M8 1 0.751
#> HP1504101T2D_K8 4 1.000
#> HP1504101T2D_D24 3 0.000
#> HP1502401_L15 3 0.000
#> HP1504101T2D_P21 3 0.000
#> HP1502401_J17 2 0.000
#> HP1502401_M3 4 1.000
#> HP1504101T2D_A12 3 0.000
#> HP1502401_E10 3 0.751
#> HP1504101T2D_O9 3 1.000
#> HP1504101T2D_F14 4 1.000
#> HP1504101T2D_N1 3 0.751
#> HP1504101T2D_H23 3 0.000
#> HP1502401_N10 2 0.000
#> HP1502401_G5 3 0.751
#> HP1502401_H20 3 1.000
#> HP1504101T2D_I23 3 0.000
#> HP1502401_O20 3 0.000
#> HP1504101T2D_D9 3 0.249
#> HP1504101T2D_B5 3 1.000
#> HP1504101T2D_L5 4 1.000
#> HP1502401_H24 3 0.000
#> HP1502401_A6 3 1.000
#> HP1504101T2D_O20 3 0.000
#> HP1504101T2D_E15 3 0.000
#> HP1502401_O7 3 0.000
#> HP1504101T2D_B7 3 1.000
#> HP1502401_L4 4 1.000
#> HP1502401_C5 3 1.000
#> HP1504101T2D_L24 3 0.000
#> HP1504101T2D_B12 3 0.000
#> HP1504101T2D_N24 3 0.000
#> HP1504101T2D_H2 3 0.000
#> HP1502401_A2 3 0.000
#> HP1502401_D2 2 0.000
#> HP1504101T2D_N22 3 0.000
#> HP1502401_O17 1 1.000
#> HP1504101T2D_E22 3 0.000
#> HP1504101T2D_E8 4 1.000
#> HP1502401_M6 4 1.000
#> HP1504101T2D_L1 3 0.000
#> HP1504101T2D_C20 3 0.000
#> HP1504101T2D_H17 4 1.000
#> HP1504101T2D_L4 3 0.000
#> HP1504101T2D_P7 3 0.000
#> HP1504101T2D_J14 1 1.000
#> HP1504101T2D_O10 3 0.000
#> HP1502401_H12 4 1.000
#> HP1504101T2D_E21 3 0.000
#> HP1504101T2D_K20 3 0.000
#> HP1504101T2D_I22 3 0.000
#> HP1502401_F9 1 1.000
#> HP1504101T2D_H4 1 1.000
#> HP1502401_F16 1 1.000
#> HP1502401_M20 3 0.000
#> HP1504101T2D_K17 3 0.000
#> HP1504101T2D_L10 3 0.000
#> HP1504101T2D_I2 1 0.000
#> HP1504101T2D_J3 3 1.000
#> HP1502401_E23 2 0.000
#> HP1502401_A24 3 1.000
#> HP1502401_M11 3 0.000
#> HP1502401_I8 4 1.000
#> HP1504101T2D_H21 3 0.000
#> HP1502401_F23 3 0.000
#> HP1504101T2D_O3 3 0.000
#> HP1504101T2D_N2 4 1.000
#> HP1504101T2D_J20 3 0.000
#> HP1504101T2D_L3 3 0.000
#> HP1504101T2D_P11 3 0.000
#> HP1502401_E24 2 0.000
#> HP1504101T2D_G21 3 0.000
#> HP1504101T2D_F3 3 1.000
#> HP1504101T2D_J1 3 0.000
#> HP1502401_M21 3 1.000
#> HP1504101T2D_F1 2 0.000
#> HP1502401_I12 1 0.000
#> HP1504101T2D_P5 3 1.000
#> HP1502401_K21 3 0.000
#> HP1504101T2D_N8 3 0.000
#> HP1502401_C20 3 1.000
#> HP1504101T2D_G23 3 0.000
#> HP1502401_H16 3 0.751
#> HP1502401_J24 2 0.000
#> HP1504101T2D_D15 4 1.000
#> HP1504101T2D_D23 3 1.000
#> HP1504101T2D_N6 3 0.000
#> HP1502401_L20 3 0.000
#> HP1502401_N20 3 1.000
#> HP1502401_E11 3 0.000
#> HP1504101T2D_H1 4 1.000
#> HP1502401_K11 1 1.000
#> HP1502401_M16 2 0.000
#> HP1502401_E2 2 0.000
#> HP1504101T2D_D12 3 1.000
#> HP1504101T2D_H22 3 0.000
#> HP1502401_B10 1 1.000
#> HP1502401_F20 3 0.000
#> HP1504101T2D_B13 3 0.000
#> HP1504101T2D_F19 3 0.000
#> HP1504101T2D_F13 3 0.000
#> HP1502401_B16 3 1.000
#> HP1502401_C1 2 0.000
#> HP1502401_C21 1 1.000
#> HP1504101T2D_J9 4 1.000
#> HP1502401_I21 2 0.000
#> HP1504101T2D_H24 3 0.000
#> HP1502401_C7 4 1.000
#> HP1502401_H19 3 1.000
#> HP1502401_L1 3 0.000
#> HP1502401_J2 2 0.000
#> HP1504101T2D_E20 4 1.000
#> HP1502401_I24 3 1.000
#> HP1504101T2D_P12 3 1.000
#> HP1504101T2D_C16 3 0.000
#> HP1502401_N21 1 1.000
#> HP1502401_A10 1 1.000
#> HP1502401_M22 2 0.000
#> HP1502401_A17 3 1.000
#> HP1504101T2D_A8 3 0.000
#> HP1502401_J12 1 1.000
#> HP1504101T2D_H15 3 1.000
#> HP1504101T2D_J22 3 0.000
#> HP1502401_F21 3 1.000
#> HP1502401_H1 3 1.000
#> HP1504101T2D_O11 3 0.751
#> HP1504101T2D_M23 3 0.000
#> HP1504101T2D_J5 3 0.000
#> HP1502401_I23 3 0.000
#> HP1504101T2D_G8 4 1.000
#> HP1502401_O3 1 0.498
#> HP1502401_F10 3 0.000
#> HP1502401_H18 1 0.000
#> HP1502401_E3 1 1.000
#> HP1504101T2D_J24 3 0.000
#> HP1504101T2D_D5 3 0.000
#> HP1504101T2D_D11 4 1.000
#> HP1504101T2D_O23 3 0.751
#> HP1502401_N3 3 1.000
#> HP1504101T2D_L18 3 0.000
#> HP1504101T2D_F20 3 0.502
#> HP1502401_N16 2 0.000
#> HP1504101T2D_K18 3 0.000
#> HP1504101T2D_P18 3 0.000
#> HP1502401_E9 4 1.000
#> HP1504101T2D_M3 4 1.000
#> HP1504101T2D_L19 3 0.000
#> HP1504101T2D_N5 3 0.000
#> HP1502401_N19 3 0.000
#> HP1502401_B8 4 1.000
#> HP1502401_E20 2 0.000
#> HP1504101T2D_A23 3 0.000
#> HP1504101T2D_D6 3 0.000
#> HP1502401_K20 3 1.000
#> HP1504101T2D_N16 3 0.751
#> HP1502401_B23 3 1.000
#> HP1504101T2D_O24 2 0.000
#> HP1504101T2D_A18 3 1.000
#> HP1504101T2D_F16 3 1.000
#> AZ_A2 1 0.751
#> AZ_B9 3 1.000
#> AZ_A6 3 0.000
#> AZ_C11 4 1.000
#> AZ_B10 4 1.000
#> AZ_C10 4 1.000
#> AZ_B8 2 0.000
#> AZ_B1 3 0.502
#> AZ_A12 1 1.000
#> AZ_C1 3 0.000
#> AZ_A8 1 1.000
#> AZ_A11 3 1.000
#> AZ_C2 3 0.000
#> AZ_B11 3 0.000
#> AZ_B12 3 0.000
#> AZ_B2 3 0.000
#> AZ_B3 3 0.000
#> AZ_A7 2 0.000
#> AZ_A10 3 0.502
#> AZ_C3 2 0.000
#> AZ_B5 3 0.000
#> AZ_E12 3 0.751
#> AZ_D3 1 1.000
#> AZ_E4 3 0.000
#> AZ_G6 3 0.000
#> AZ_H5 1 1.000
#> AZ_G4 1 0.000
#> AZ_G10 1 0.498
#> AZ_D6 1 1.000
#> AZ_H1 1 1.000
#> AZ_G3 1 1.000
#> AZ_H11 1 1.000
#> AZ_D9 1 1.000
#> AZ_D5 4 1.000
#> AZ_G5 1 1.000
#> AZ_H2 1 0.249
#> AZ_E2 3 0.751
#> AZ_H10 2 0.000
#> AZ_F6 2 0.000
#> AZ_F5 1 0.000
#> AZ_D8 3 0.000
#> AZ_E3 1 0.000
#> AZ_E7 3 0.000
#> AZ_G2 1 0.000
#> AZ_H6 1 1.000
#> AZ_F9 2 0.000
#> AZ_C8 3 0.000
#> AZ_H12 1 1.000
#> AZ_E5 3 0.249
#> AZ_D12 1 1.000
#> AZ_F4 3 0.000
#> AZ_F7 3 0.000
#> AZ_C4 4 1.000
#> AZ_C5 3 0.000
#> AZ_D7 3 0.000
#> AZ_D4 3 0.000
#> AZ_F2 1 1.000
#> AZ_E8 3 0.000
#> AZ_F1 3 0.000
#> AZ_F8 3 0.000
#> AZ_C9 2 0.000
#> AZ_G1 1 1.000
#> AZ_E9 1 1.000
#> AZ_H9 1 0.000
#> AZ_D2 1 1.000
#> HP1508501T2D_M1 1 0.000
#> HP1508501T2D_K2 2 0.000
#> HP1508501T2D_E1 2 0.000
#> HP1508501T2D_A3 3 1.000
#> HP1508501T2D_I2 1 1.000
#> HP1508501T2D_O1 3 0.000
#> HP1508501T2D_G2 2 0.000
#> HP1508501T2D_I1 2 0.000
#> HP1508501T2D_C2 2 0.000
#> HP1508501T2D_K1 1 1.000
#> HP1508501T2D_G3 2 0.000
#> HP1508501T2D_G1 2 0.000
#> HP1508501T2D_C20 1 1.000
#> HP1508501T2D_M9 1 0.502
#> HP1508501T2D_L13 3 1.000
#> HP1508501T2D_O4 1 0.502
#> HP1508501T2D_N1 2 0.000
#> HP1508501T2D_P7 3 0.000
#> HP1508501T2D_B15 3 0.000
#> HP1508501T2D_D2 3 0.000
#> HP1508501T2D_H11 3 0.000
#> HP1508501T2D_E24 1 1.000
#> HP1508501T2D_B18 2 0.000
#> HP1508501T2D_G15 3 1.000
#> HP1508501T2D_M20 1 1.000
#> HP1508501T2D_B23 4 1.000
#> HP1508501T2D_A8 2 0.000
#> HP1508501T2D_J21 3 0.253
#> HP1508501T2D_A13 3 0.498
#> HP1508501T2D_O3 2 0.000
#> HP1508501T2D_F3 4 1.000
#> HP1508501T2D_M17 2 0.000
#> HP1508501T2D_I15 4 1.000
#> HP1508501T2D_E6 1 1.000
#> HP1508501T2D_E14 1 0.249
#> HP1508501T2D_M19 4 1.000
#> HP1508501T2D_D17 3 0.000
#> HP1508501T2D_L18 4 1.000
#> HP1508501T2D_A23 2 0.000
#> HP1508501T2D_M3 2 0.000
#> HP1508501T2D_L20 2 0.000
#> HP1508501T2D_F17 3 0.502
#> HP1508501T2D_A10 1 1.000
#> HP1508501T2D_P14 2 0.000
#> HP1508501T2D_I24 2 0.000
#> HP1508501T2D_H22 1 1.000
#> HP1508501T2D_I20 1 1.000
#> HP1508501T2D_F4 2 0.000
#> HP1508501T2D_F12 2 0.000
#> HP1508501T2D_N9 2 0.000
#> HP1508501T2D_H5 2 0.000
#> HP1508501T2D_A19 3 1.000
#> HP1508501T2D_H2 3 0.000
#> HP1508501T2D_J23 2 0.000
#> HP1508501T2D_B17 2 0.000
#> HP1508501T2D_D5 4 1.000
#> HP1508501T2D_I3 2 0.000
#> HP1508501T2D_I8 3 1.000
#> HP1508501T2D_L6 3 0.253
#> HP1508501T2D_B5 1 1.000
#> HP1508501T2D_C14 1 1.000
#> HP1508501T2D_J11 2 0.000
#> HP1508501T2D_F16 3 0.000
#> HP1508501T2D_L7 4 1.000
#> HP1508501T2D_L14 3 0.000
#> HP1508501T2D_N7 2 0.000
#> HP1508501T2D_M15 2 0.000
#> HP1508501T2D_K22 2 0.000
#> HP1508501T2D_H17 2 0.000
#> HP1508501T2D_G10 3 0.000
#> HP1508501T2D_M22 2 0.000
#> HP1508501T2D_N13 2 0.000
#> HP1508501T2D_F14 1 0.000
#> HP1508501T2D_D6 1 1.000
#> HP1508501T2D_E12 4 1.000
#> HP1508501T2D_P3 3 0.000
#> HP1508501T2D_H4 3 0.000
#> HP1508501T2D_E18 3 0.000
#> HP1508501T2D_G11 3 0.000
#> HP1508501T2D_P11 1 1.000
#> HP1508501T2D_L16 1 1.000
#> HP1508501T2D_P9 1 0.249
#> HP1508501T2D_F8 2 0.000
#> HP1508501T2D_O14 1 0.498
#> HP1508501T2D_D1 1 1.000
#> HP1508501T2D_L10 2 0.000
#> HP1508501T2D_N24 2 0.000
#> HP1508501T2D_O7 2 0.000
#> HP1508501T2D_C9 1 0.000
#> HP1508501T2D_K21 1 1.000
#> HP1508501T2D_H6 3 0.000
#> HP1508501T2D_E15 2 0.000
#> HP1508501T2D_J9 1 1.000
#> HP1508501T2D_B11 1 1.000
#> HP1508501T2D_E10 1 1.000
#> HP1508501T2D_I18 3 0.000
#> HP1508501T2D_B21 3 0.000
#> HP1508501T2D_N17 2 0.000
#> HP1508501T2D_G12 2 0.000
#> HP1508501T2D_C13 4 1.000
#> HP1508501T2D_E22 3 0.000
#> HP1508501T2D_A24 4 1.000
#> HP1508501T2D_K16 4 1.000
#> HP1508501T2D_N20 1 1.000
#> HP1508501T2D_M4 1 1.000
#> HP1508501T2D_N2 2 0.000
#> HP1508501T2D_K18 2 0.000
#> HP1508501T2D_B8 3 0.000
#> HP1508501T2D_N22 2 0.000
#> HP1508501T2D_I16 3 1.000
#> HP1508501T2D_C24 2 0.000
#> HP1508501T2D_H13 2 0.000
#> HP1508501T2D_M7 2 0.000
#> HP1508501T2D_L21 2 0.000
#> HP1508501T2D_G19 2 0.000
#> HP1508501T2D_F1 1 1.000
#> HP1508501T2D_E7 2 0.000
#> HP1508501T2D_I11 2 0.000
#> HP1508501T2D_K7 2 0.000
#> HP1508501T2D_O9 2 0.000
#> HP1508501T2D_H12 1 0.000
#> HP1508501T2D_K4 4 1.000
#> HP1508501T2D_I17 2 0.000
#> HP1508501T2D_O13 2 0.000
#> HP1508501T2D_H18 3 0.000
#> HP1508501T2D_M16 1 0.000
#> HP1508501T2D_H3 3 0.000
#> HP1508501T2D_C10 3 0.751
#> HP1508501T2D_L11 2 0.000
#> HP1508501T2D_B20 1 0.000
#> HP1508501T2D_B4 1 0.498
#> HP1508501T2D_J17 3 0.000
#> HP1508501T2D_C23 3 0.000
#> HP1508501T2D_K17 3 0.000
#> HP1508501T2D_G14 2 0.000
#> HP1508501T2D_D3 3 0.000
#> HP1508501T2D_K20 4 1.000
#> HP1508501T2D_D16 3 1.000
#> HP1508501T2D_G24 3 1.000
#> HP1508501T2D_B10 4 1.000
#> HP1508501T2D_J13 2 0.000
#> HP1508501T2D_P8 3 0.000
#> HP1508501T2D_N18 3 1.000
#> HP1508501T2D_M18 2 0.000
#> HP1508501T2D_I22 3 0.000
#> HP1508501T2D_G20 4 1.000
#> HP1508501T2D_K12 1 0.751
#> HP1508501T2D_J20 3 1.000
#> HP1508501T2D_K6 2 0.000
#> HP1508501T2D_J4 3 0.000
#> HP1508501T2D_M14 4 1.000
#> HP1508501T2D_F21 2 0.000
#> HP1508501T2D_C19 2 0.000
#> HP1508501T2D_E8 4 1.000
#> HP1508501T2D_I23 1 1.000
#> HP1508501T2D_M8 4 1.000
#> HP1508501T2D_E17 2 0.000
#> HP1508501T2D_B22 1 0.249
#> HP1508501T2D_F7 3 0.253
#> HP1508501T2D_E19 3 0.000
#> HP1508501T2D_H16 2 0.000
#> HP1508501T2D_J12 3 0.000
#> HP1508501T2D_F9 1 1.000
#> HP1508501T2D_G17 2 0.000
#> HP1508501T2D_F15 2 0.000
#> HP1508501T2D_C15 2 0.000
#> HP1508501T2D_N4 3 0.000
#> HP1508501T2D_I10 2 0.000
#> HP1508501T2D_I14 1 1.000
#> HP1508501T2D_N15 2 0.000
#> HP1508501T2D_L23 2 0.000
#> HP1508501T2D_J3 3 0.000
#> HP1508501T2D_B24 2 1.000
#> HP1508501T2D_E4 2 0.000
#> HP1508501T2D_H23 1 1.000
#> HP1508501T2D_L2 2 0.000
#> HP1508501T2D_D9 2 0.000
#> HP1508501T2D_D21 3 0.000
#> HP1508501T2D_L15 2 0.000
#> HP1508501T2D_G18 2 0.000
#> HP1508501T2D_E23 3 0.253
#> HP1508501T2D_D14 3 1.000
#> HP1508501T2D_O8 2 0.000
#> HP1508501T2D_D24 2 0.000
#> HP1508501T2D_C12 2 0.000
#> HP1508501T2D_K15 2 0.000
#> HP1508501T2D_J22 2 0.000
#> HP1508501T2D_F18 3 0.000
#> HP1508501T2D_N23 2 0.000
#> HP1508501T2D_A17 2 0.000
#> HP1508501T2D_L24 2 0.000
#> HP1508501T2D_C11 2 0.000
#> HP1508501T2D_P2 2 0.000
#> HP1508501T2D_C8 4 1.000
#> HP1508501T2D_D13 1 1.000
#> HP1508501T2D_L17 3 0.000
#> HP1508501T2D_D15 3 0.000
#> HP1508501T2D_B14 2 0.000
#> HP1508501T2D_F11 4 1.000
#> HP1508501T2D_C16 1 1.000
#> HP1508501T2D_C18 2 0.000
#> HP1508501T2D_O12 2 0.000
#> HP1508501T2D_J14 2 0.000
#> HP1508501T2D_G6 1 0.000
#> HP1508501T2D_L5 2 0.000
#> HP1508501T2D_M23 2 0.000
#> HP1508501T2D_J5 1 1.000
#> HP1508501T2D_N10 2 0.000
#> HP1508501T2D_K23 2 0.000
#> HP1508501T2D_P1 3 0.000
#> HP1508501T2D_N11 4 1.000
#> HP1508501T2D_K24 1 1.000
#> HP1508501T2D_M12 3 0.000
#> HP1508501T2D_I4 2 0.000
#> HP1508501T2D_K19 3 0.751
#> HP1508501T2D_N6 2 0.000
#> HP1508501T2D_I19 2 0.000
#> HP1508501T2D_J6 3 0.000
#> HP1508501T2D_B12 3 0.000
#> HP1508501T2D_K14 3 1.000
#> HP1508501T2D_J16 2 0.000
#> HP1508501T2D_H10 4 1.000
#> HP1508501T2D_M5 1 0.000
#> HP1508501T2D_H21 3 0.000
#> HP1508501T2D_D18 2 0.000
#> HP1508501T2D_G13 2 0.000
#> HP1508501T2D_N21 2 0.000
#> HP1508501T2D_F2 3 0.000
#> HP1508501T2D_E20 2 0.000
#> HP1508501T2D_J2 2 0.000
#> HP1508501T2D_J8 3 0.000
#> HP1508501T2D_P6 1 1.000
#> HP1508501T2D_C4 4 1.000
#> HP1508501T2D_H15 1 0.000
#> HP1508501T2D_G23 2 0.000
#> HP1508501T2D_A14 3 1.000
#> HP1508501T2D_I7 2 0.000
#> HP1508501T2D_A12 3 0.000
#> HP1508501T2D_O11 2 0.000
#> HP1508501T2D_B3 3 0.751
#> HP1508501T2D_A15 1 1.000
#> HP1508501T2D_I12 2 0.000
#> HP1508501T2D_J1 3 0.000
#> HP1508501T2D_M10 2 0.000
#> HP1508501T2D_A11 2 0.000
#> HP1508501T2D_H14 1 0.000
#> HP1508501T2D_K9 1 1.000
#> HP1508501T2D_J24 4 1.000
#> HP1508501T2D_J18 4 1.000
#> HP1508501T2D_E11 2 0.000
#> HP1508501T2D_F20 3 0.000
#> HP1508501T2D_G4 4 1.000
#> HP1508501T2D_I13 2 0.000
#> HP1508501T2D_D8 3 0.000
#> HP1508501T2D_L9 2 0.000
#> HP1508501T2D_E9 2 0.000
#> HP1508501T2D_D22 2 0.000
#> HP1508501T2D_D10 3 1.000
#> HP1508501T2D_B16 4 1.000
#> HP1508501T2D_G22 4 1.000
#> HP1508501T2D_E13 3 0.000
#> HP1508501T2D_I21 2 0.000
#> HP1508501T2D_K3 2 0.000
#> HP1508501T2D_N8 2 0.000
#> HP1508501T2D_J15 2 0.000
#> HP1506401_I2 1 1.000
#> HP1506401_K1 1 1.000
#> HP1506401_I1 4 1.000
#> HP1506401_G2 2 0.000
#> HP1506401_K2 2 0.000
#> HP1506401_M1 2 0.000
#> HP1506401_G1 4 1.000
#> HP1506401_O2 2 0.000
#> HP1506401_D14 2 0.000
#> HP1506401_A9 2 0.000
#> HP1506401_B22 4 1.000
#> HP1506401_N10 2 0.000
#> HP1506401_D15 2 0.000
#> HP1506401_J9 2 0.000
#> HP1506401_K12 1 1.000
#> HP1506401_N1 2 0.000
#> HP1506401_G14 2 0.000
#> HP1506401_O16 2 0.000
#> HP1506401_D3 2 0.000
#> HP1506401_E23 2 0.000
#> HP1506401_G21 2 0.000
#> HP1506401_B17 2 0.000
#> HP1506401_N9 2 0.000
#> HP1506401_J5 2 0.000
#> HP1506401_C9 1 1.000
#> HP1506401_M16 2 0.000
#> HP1506401_H15 2 0.000
#> HP1506401_H16 2 0.000
#> HP1506401_C24 2 0.000
#> HP1506401_E6 2 0.000
#> HP1506401_I14 4 1.000
#> HP1506401_J2 2 0.000
#> HP1506401_F13 1 1.000
#> HP1506401_B1 2 0.000
#> HP1506401_H4 2 0.000
#> HP1506401_I15 2 0.000
#> HP1506401_O4 2 0.000
#> HP1506401_L7 1 0.000
#> HP1506401_D24 2 0.000
#> HP1506401_L21 2 0.000
#> HP1506401_J24 2 0.000
#> HP1506401_G8 4 1.000
#> HP1506401_F12 4 0.751
#> HP1506401_J6 2 0.000
#> HP1506401_H12 4 1.000
#> HP1506401_N5 2 0.000
#> HP1506401_I24 2 0.000
#> HP1506401_F24 4 1.000
#> HP1506401_F8 3 0.000
#> HP1506401_F16 2 0.000
#> HP1506401_M18 2 0.000
#> HP1506401_I13 2 0.000
#> HP1506401_J8 2 0.000
#> HP1506401_K17 2 0.000
#> HP1506401_O24 2 0.000
#> HP1506401_L18 2 0.000
#> HP1506401_H18 2 0.000
#> HP1506401_F2 2 0.000
#> HP1506401_A5 1 1.000
#> HP1506401_N20 3 0.000
#> HP1506401_M4 2 0.000
#> HP1506401_J3 2 0.000
#> HP1506401_N16 2 0.000
#> HP1506401_D8 2 0.000
#> HP1506401_H7 2 0.000
#> HP1506401_M21 2 0.000
#> HP1506401_E15 3 1.000
#> HP1506401_P11 2 0.000
#> HP1506401_L10 2 0.000
#> HP1506401_N24 2 0.000
#> HP1506401_P5 2 0.000
#> HP1506401_E12 3 1.000
#> HP1506401_B4 3 0.000
#> HP1506401_L20 2 0.000
#> HP1506401_P20 3 0.000
#> HP1506401_C17 2 0.000
#> HP1506401_M19 2 0.000
#> HP1506401_J7 2 0.000
#> HP1506401_J23 2 0.000
#> HP1506401_D2 2 0.000
#> HP1506401_D23 2 0.000
#> HP1506401_G18 2 0.000
#> HP1506401_J17 4 1.000
#> HP1506401_B5 2 0.000
#> HP1506401_K6 2 0.000
#> HP1506401_E17 2 0.000
#> HP1506401_N4 3 0.000
#> HP1506401_G19 2 0.000
#> HP1506401_O21 2 0.000
#> HP1506401_H14 4 0.253
#> HP1506401_L9 2 0.000
#> HP1506401_K23 4 1.000
#> HP1506401_L4 2 0.000
#> HP1506401_E18 2 0.000
#> HP1506401_L13 2 0.000
#> HP1506401_G4 2 0.000
#> HP1506401_I17 3 0.000
#> HP1506401_H6 2 0.000
#> HP1506401_O23 4 1.000
#> HP1506401_H11 4 1.000
#> HP1506401_F10 2 0.000
#> HP1506401_I4 2 0.000
#> HP1506401_I23 4 1.000
#> HP1506401_F18 3 1.000
#> HP1506401_D17 2 0.000
#> HP1506401_O10 3 1.000
#> HP1506401_P22 2 0.000
#> HP1506401_J4 4 1.000
#> HP1506401_D12 2 0.000
#> HP1506401_O8 2 0.000
#> HP1506401_B14 2 0.000
#> HP1506401_C4 3 0.000
#> HP1506401_B16 2 0.000
#> HP1506401_I21 2 0.000
#> HP1506401_I6 2 0.000
#> HP1506401_F14 4 1.000
#> HP1506401_F19 2 0.000
#> HP1506401_O6 4 0.751
#> HP1506401_A21 3 0.000
#> HP1506401_L14 4 1.000
#> HP1506401_L1 2 0.000
#> HP1506401_C13 2 0.000
#> HP1506401_O7 2 0.000
#> HP1506401_A4 2 0.000
#> HP1506401_D9 4 1.000
#> HP1506401_P1 2 0.000
#> HP1506401_O3 1 0.751
#> HP1506401_L17 1 1.000
#> HP1506401_H13 4 1.000
#> HP1506401_K14 2 0.000
#> HP1506401_O11 4 1.000
#> HP1506401_J20 2 0.000
#> HP1506401_I11 3 0.253
#> HP1506401_C5 3 0.000
#> HP1506401_P12 4 1.000
#> HP1506401_J14 2 0.000
#> HP1506401_N15 1 0.000
#> HP1506401_E16 4 0.502
#> HP1506401_P21 2 0.000
#> HP1506401_F11 4 1.000
#> HP1506401_O18 2 0.000
#> HP1506401_H2 2 0.000
#> HP1506401_K19 2 0.000
#> HP1506401_G15 2 0.000
#> HP1506401_F22 3 0.000
#> HP1506401_F5 2 0.000
#> HP1506401_C16 2 0.000
#> HP1506401_K4 2 0.000
#> HP1506401_L3 2 0.000
#> HP1506401_F23 2 0.000
#> HP1506401_P3 1 1.000
#> HP1506401_I8 4 1.000
#> HP1506401_A24 4 1.000
#> HP1506401_A7 2 0.000
#> HP1506401_G5 3 0.000
#> HP1506401_K21 3 0.751
#> HP1506401_G11 4 1.000
#> HP1506401_P9 2 0.000
#> HP1506401_B15 2 0.000
#> HP1506401_K16 2 0.000
#> HP1506401_M8 2 0.000
#> HP1506401_A6 2 0.000
#> HP1506401_H23 2 0.000
#> HP1506401_I18 2 0.000
#> HP1506401_B24 2 0.000
#> HP1506401_F3 1 0.000
#> HP1506401_D13 4 1.000
#> HP1506401_E24 2 0.000
#> HP1506401_C8 4 1.000
#> HP1506401_E8 2 0.000
#> HP1506401_G23 2 0.000
#> HP1506401_N17 2 0.000
#> HP1506401_F9 4 0.502
#> HP1506401_L23 3 0.000
#> HP1506401_M6 4 1.000
#> HP1506401_F17 3 1.000
#> HP1506401_J15 2 0.000
#> HP1506401_I10 2 0.000
#> HP1506401_G16 2 0.000
#> HP1506401_M12 1 1.000
#> HP1506401_P23 2 0.000
#> HP1506401_P14 3 0.000
#> HP1506401_M11 2 0.000
#> HP1506401_L2 1 1.000
#> HP1506401_B6 2 0.000
#> HP1506401_N22 2 0.000
#> HP1506401_J16 4 1.000
#> HP1506401_B3 4 0.751
#> HP1506401_C7 2 0.000
#> HP1506401_A12 2 0.000
#> HP1506401_J22 2 0.000
#> HP1506401_C23 2 0.000
#> HP1506401_G6 1 1.000
#> HP1506401_G13 1 1.000
#> HP1506401_M24 4 1.000
#> HP1506401_H1 2 0.000
#> HP1506401_G24 3 0.000
#> HP1506401_H9 2 0.000
#> HP1506401_N23 2 0.000
#> HP1506401_H22 4 1.000
#> HP1506401_H3 2 0.000
#> HP1506401_A17 3 1.000
#> HP1506401_L11 2 0.000
#> HP1506401_F20 1 1.000
#> HP1506401_E14 2 0.000
#> HP1506401_J21 2 0.000
#> HP1506401_P4 2 0.000
#> HP1506401_O12 2 0.000
#> HP1506401_B8 3 0.000
#> HP1506401_A14 1 0.751
#> HP1506401_J11 2 0.000
#> HP1506401_B23 2 0.000
#> HP1506401_I12 4 1.000
#> HP1506401_G12 4 0.502
#> HP1506401_D1 2 0.000
#> HP1506401_P10 2 1.000
#> HP1506401_B11 4 1.000
#> HP1506401_D7 2 0.000
#> HP1507101_E2 4 1.000
#> HP1507101_G2 2 0.000
#> HP1507101_C2 3 0.000
#> HP1507101_I2 3 0.000
#> HP1507101_M2 3 0.000
#> HP1507101_G16 1 1.000
#> HP1507101_N9 4 1.000
#> HP1507101_F7 3 1.000
#> HP1507101_B3 4 1.000
#> HP1507101_M12 1 1.000
#> HP1507101_D14 3 1.000
#> HP1507101_D20 4 0.751
#> HP1507101_O22 4 1.000
#> HP1507101_O23 1 0.502
#> HP1507101_J15 2 0.000
#> HP1507101_D6 4 1.000
#> HP1507101_O16 3 0.000
#> HP1507101_N3 4 1.000
#> HP1507101_N12 1 1.000
#> HP1507101_P14 1 1.000
#> HP1507101_P2 4 0.751
#> HP1507101_O17 1 1.000
#> HP1507101_K16 2 0.000
#> HP1507101_J9 4 1.000
#> HP1507101_L13 4 0.502
#> HP1507101_M10 2 0.000
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#> HP1525301T2D_D1 2 0.000
#> HP1526901T2D_D5 4 0.000
#> HP1525301T2D_J14 4 0.000
#> HP1525301T2D_P6 4 1.000
#> HP1525301T2D_F15 1 1.000
#> HP1526901T2D_K6 4 1.000
#> HP1525301T2D_C16 1 1.000
#> HP1525301T2D_I18 2 0.000
#> HP1525301T2D_M11 2 0.000
#> HP1526901T2D_J6 1 1.000
#> HP1525301T2D_I23 2 0.000
#> HP1526901T2D_L16 4 0.253
#> HP1526901T2D_F2 4 0.000
#> HP1525301T2D_K14 2 0.000
#> HP1525301T2D_J7 2 0.000
#> HP1525301T2D_B1 4 1.000
#> HP1525301T2D_C4 2 0.000
#> HP1525301T2D_J21 2 0.000
#> HP1525301T2D_E19 4 1.000
#> HP1526901T2D_C13 4 1.000
#> HP1525301T2D_B4 1 1.000
#> HP1525301T2D_F19 4 1.000
#> HP1525301T2D_B5 1 1.000
#> HP1526901T2D_C19 4 1.000
#> HP1526901T2D_E18 4 0.000
#> HP1525301T2D_N3 4 1.000
#> HP1525301T2D_I6 4 1.000
#> HP1525301T2D_N23 4 1.000
#> HP1526901T2D_H23 3 1.000
#> HP1525301T2D_G22 4 0.751
#> HP1525301T2D_J5 2 0.000
#> HP1525301T2D_D10 2 0.000
#> HP1526901T2D_F15 2 0.000
#> HP1526901T2D_O22 4 1.000
#> HP1526901T2D_M8 2 0.000
#> HP1525301T2D_C6 2 0.000
#> HP1526901T2D_G21 4 0.249
#> HP1525301T2D_D11 4 1.000
#> HP1526901T2D_I6 4 1.000
#> HP1526901T2D_H24 4 1.000
#> HP1525301T2D_E1 4 1.000
#> HP1526901T2D_J22 4 0.000
#> HP1526901T2D_N15 4 1.000
#> HP1525301T2D_G3 2 0.000
#> HP1525301T2D_E11 2 0.000
#> HP1525301T2D_C2 1 1.000
#> HP1526901T2D_A1 4 1.000
#> HP1526901T2D_F3 4 1.000
#> HP1526901T2D_P21 4 1.000
#> HP1525301T2D_B11 1 1.000
#> HP1526901T2D_J24 4 1.000
#> HP1526901T2D_M15 3 1.000
#> HP1526901T2D_K11 4 0.000
#> HP1526901T2D_G17 4 0.253
#> HP1526901T2D_L1 4 0.751
#> HP1526901T2D_L2 4 0.000
#> HP1526901T2D_M19 4 0.502
#> HP1526901T2D_A16 4 0.000
#> HP1525301T2D_N4 2 0.000
#> HP1526901T2D_B4 4 1.000
#> HP1526901T2D_F21 4 1.000
#> HP1525301T2D_M16 4 0.000
#> HP1526901T2D_K3 4 0.253
#> HP1525301T2D_B24 2 0.000
#> HP1526901T2D_O15 4 1.000
#> HP1526901T2D_O12 1 0.000
#> HP1526901T2D_J21 4 0.502
#> HP1525301T2D_O1 2 0.000
#> HP1525301T2D_O20 2 0.000
#> HP1525301T2D_O9 2 0.000
#> HP1526901T2D_G7 4 1.000
#> HP1526901T2D_J5 4 0.502
#> HP1525301T2D_G13 2 0.000
#> HP1525301T2D_F23 4 1.000
#> HP1526901T2D_F4 1 0.000
#> HP1526901T2D_I1 2 0.000
#> HP1526901T2D_L4 4 1.000
#> HP1526901T2D_L14 4 0.249
#> HP1525301T2D_L23 2 0.000
#> HP1525301T2D_H23 4 1.000
#> HP1525301T2D_I1 2 0.000
#> HP1526901T2D_F10 4 0.502
#> HP1525301T2D_B23 1 0.000
#> HP1526901T2D_J18 2 0.000
#> HP1526901T2D_I10 4 0.000
#> HP1525301T2D_I4 4 1.000
#> HP1526901T2D_B24 2 0.000
#> HP1525301T2D_C24 2 0.000
#> HP1525301T2D_P8 1 1.000
#> HP1526901T2D_G24 2 0.000
#> HP1526901T2D_J8 1 1.000
#> HP1525301T2D_M22 1 0.000
#> HP1525301T2D_C1 1 1.000
#> HP1526901T2D_P13 2 0.000
#> HP1526901T2D_G23 4 0.502
#> HP1526901T2D_P22 4 1.000
#> HP1525301T2D_J2 1 1.000
#> HP1526901T2D_H20 4 1.000
#> HP1525301T2D_G14 2 0.000
#> HP1526901T2D_L7 4 0.000
#> HP1526901T2D_N12 4 0.253
#> HP1525301T2D_N7 1 1.000
#> HP1525301T2D_L1 2 0.000
#> HP1526901T2D_F5 4 0.000
#> HP1525301T2D_I10 2 0.000
#> HP1525301T2D_G20 2 0.000
#> HP1526901T2D_K24 4 0.751
#> HP1525301T2D_M7 4 1.000
#> HP1526901T2D_E8 4 1.000
#> HP1526901T2D_P14 4 1.000
#> HP1526901T2D_N4 2 0.000
#> HP1526901T2D_O24 4 1.000
#> HP1526901T2D_O14 4 1.000
#> HP1525301T2D_H24 2 0.000
#> HP1525301T2D_P13 2 0.000
#> HP1526901T2D_E20 4 1.000
#> HP1525301T2D_H6 4 1.000
#> HP1525301T2D_C10 4 1.000
#> HP1526901T2D_C3 4 0.253
#> HP1526901T2D_N13 4 1.000
#> HP1526901T2D_L19 4 0.000
#> HP1525301T2D_H7 4 1.000
#> HP1525301T2D_G15 1 1.000
#> HP1526901T2D_E23 2 0.000
#> HP1525301T2D_D2 2 0.000
#> HP1526901T2D_D19 4 1.000
#> HP1525301T2D_I3 2 0.000
#> HP1525301T2D_E23 4 1.000
#> HP1526901T2D_N9 4 0.000
#> HP1525301T2D_I7 4 1.000
#> HP1526901T2D_B18 4 0.000
#> HP1526901T2D_O21 4 0.502
#> HP1526901T2D_G14 4 0.000
#> HP1525301T2D_E7 4 1.000
#> HP1525301T2D_F10 2 0.000
#> HP1525301T2D_K21 2 0.000
#> HP1525301T2D_E3 4 1.000
#> HP1526901T2D_A4 4 0.000
#> HP1525301T2D_H3 2 0.000
#> HP1526901T2D_D4 2 0.000
#> HP1526901T2D_G1 4 0.751
#> HP1525301T2D_N5 2 0.000
#> HP1525301T2D_A17 2 0.000
#> HP1525301T2D_E12 2 0.000
#> HP1526901T2D_L5 4 0.000
#> HP1525301T2D_O18 1 1.000
#> HP1526901T2D_A23 4 0.000
#> HP1525301T2D_C13 2 0.000
#> HP1526901T2D_K22 4 0.000
#> HP1526901T2D_F17 4 1.000
#> HP1526901T2D_N3 4 0.751
#> HP1526901T2D_K23 4 1.000
#> HP1525301T2D_O2 1 1.000
#> HP1526901T2D_K4 2 0.000
#> HP1525301T2D_I19 2 0.000
#> HP1526901T2D_P17 1 1.000
#> HP1526901T2D_O1 4 0.000
#> HP1525301T2D_F2 1 1.000
#> HP1526901T2D_M20 2 0.000
#> HP1526901T2D_O17 4 1.000
#> HP1525301T2D_H19 4 1.000
#> HP1526901T2D_M4 3 1.000
#> HP1526901T2D_D22 2 0.000
#> HP1525301T2D_I11 1 0.000
#> HP1525301T2D_J15 2 0.000
#> HP1526901T2D_J11 2 0.000
#> HP1525301T2D_P21 2 0.000
#> HP1525301T2D_M13 4 0.253
#> HP1526901T2D_A9 4 1.000
#> HP1525301T2D_P24 4 1.000
#> HP1525301T2D_I5 1 1.000
#> HP1525301T2D_L15 1 1.000
#> HP1525301T2D_J23 2 0.000
#> HP1525301T2D_P5 2 0.000
#> HP1526901T2D_G11 1 0.000
#> HP1525301T2D_F21 2 0.000
#> HP1525301T2D_A19 2 0.000
#> HP1526901T2D_P2 1 1.000
#> HP1526901T2D_A12 4 1.000
#> HP1526901T2D_K20 4 0.751
#> HP1525301T2D_J16 2 0.000
#> HP1525301T2D_F7 2 0.000
#> HP1526901T2D_E9 2 0.000
#> HP1526901T2D_F24 2 0.000
#> HP1525301T2D_O7 2 0.000
#> HP1526901T2D_A2 4 0.000
#> HP1525301T2D_A12 2 0.000
#> HP1526901T2D_L11 4 1.000
#> HP1526901T2D_B12 4 0.502
#> HP1526901T2D_H22 4 1.000
#> HP1526901T2D_J3 2 0.000
#> HP1525301T2D_B6 2 0.000
#> HP1525301T2D_E5 2 0.000
#> HP1525301T2D_K11 2 0.000
#> HP1526901T2D_A17 4 1.000
#> HP1526901T2D_N7 2 0.000
#> HP1526901T2D_P12 4 0.000
#> HP1525301T2D_L8 2 0.000
#> HP1526901T2D_J2 4 1.000
#> HP1525301T2D_O23 2 0.000
#> HP1526901T2D_D18 4 1.000
#> HP1526901T2D_B17 4 1.000
#> HP1526901T2D_G2 4 1.000
#> HP1525301T2D_A9 1 1.000
#> HP1526901T2D_A11 2 0.000
#> HP1526901T2D_I20 4 1.000
#> HP1526901T2D_F1 1 1.000
#> HP1525301T2D_F5 2 0.000
#> HP1525301T2D_A15 2 0.000
#> HP1526901T2D_F16 2 0.000
#> HP1526901T2D_B20 4 1.000
#> HP1525301T2D_L2 2 0.000
#> HP1526901T2D_H12 4 1.000
#> HP1525301T2D_B10 2 0.000
#> HP1526901T2D_G13 3 1.000
#> HP1526901T2D_N18 4 1.000
#> HP1525301T2D_E2 2 0.000
#> HP1525301T2D_E24 2 0.000
#> HP1525301T2D_P17 1 1.000
#> HP1526901T2D_O9 4 1.000
#> HP1526901T2D_N6 4 0.751
#> HP1525301T2D_B15 1 1.000
#> HP1525301T2D_L22 4 1.000
#> HP1526901T2D_I21 4 0.502
#> HP1526901T2D_H16 4 1.000
#> HP1525301T2D_I2 4 1.000
#> HP1525301T2D_H12 4 1.000
#> HP1525301T2D_K18 2 0.000
#> HP1526901T2D_K21 4 0.000
#> HP1525301T2D_L24 4 0.751
#> HP1525301T2D_C17 2 0.000
#> HP1525301T2D_D3 2 0.000
#> HP1525301T2D_D22 2 0.000
#> HP1525301T2D_F16 2 0.000
#> HP1526901T2D_P23 4 1.000
#> HP1525301T2D_L14 4 1.000
#> HP1525301T2D_N8 1 1.000
#> HP1526901T2D_N20 4 0.253
#> HP1526901T2D_D7 2 0.000
#> HP1526901T2D_F9 4 0.253
#> HP1526901T2D_B9 4 1.000
#> HP1526901T2D_E15 2 0.000
#> HP1526901T2D_L24 4 0.000
#> HP1526901T2D_H4 4 0.000
#> HP1526901T2D_H17 4 1.000
#> HP1525301T2D_N11 2 0.000
#> HP1526901T2D_I24 4 1.000
#> HP1526901T2D_A24 2 0.000
#> HP1525301T2D_G23 4 1.000
#> HP1526901T2D_E22 2 0.000
#> HP1526901T2D_A22 4 0.000
#> HP1525301T2D_C14 2 0.000
#> HP1526901T2D_C14 2 0.000
#> HP1525301T2D_K6 2 0.000
#> HP1525301T2D_L4 2 0.000
#> HP1526901T2D_M24 4 1.000
#> HP1525301T2D_G9 2 0.000
#> HP1526901T2D_O23 4 0.253
#> HP1526901T2D_L3 4 0.253
#> HP1525301T2D_M8 4 1.000
#> HP1525301T2D_J18 1 1.000
#> HP1526901T2D_A15 4 0.502
#> HP1525301T2D_L20 2 0.000
#> HP1525301T2D_F4 1 1.000
#> HP1526901T2D_E1 2 0.000
#> HP1526901T2D_P7 1 1.000
#> HP1526901T2D_K17 2 0.000
#> HP1526901T2D_F22 2 0.000
#> HP1526901T2D_D10 4 1.000
#> HP1526901T2D_J20 4 1.000
#> HP1525301T2D_I22 2 0.000
#> HP1525301T2D_J4 4 1.000
#> HP1525301T2D_K10 2 0.000
#> HP1525301T2D_F8 2 0.000
#> HP1525301T2D_A13 2 0.000
#> HP1525301T2D_G4 4 1.000
#> HP1525301T2D_J13 4 1.000
#> HP1525301T2D_G19 4 1.000
#> HP1526901T2D_L17 1 1.000
#> HP1525301T2D_A1 2 0.000
#> HP1526901T2D_O2 2 0.000
#> HP1526901T2D_O13 1 1.000
#> HP1526901T2D_A7 3 1.000
#> HP1525301T2D_N13 4 1.000
#> HP1526901T2D_D3 2 0.000
#> HP1526901T2D_K18 4 0.000
#> HP1525301T2D_D6 2 0.000
#> HP1525301T2D_O3 2 0.000
#> HP1525301T2D_N14 2 0.000
#> HP1526901T2D_J1 4 0.000
#> HP1525301T2D_J8 1 1.000
#> HP1525301T2D_J9 2 0.000
#> HP1525301T2D_P2 2 0.000
#> HP1525301T2D_K12 2 0.000
#> HP1526901T2D_H9 2 0.000
#> HP1526901T2D_N23 3 1.000
#> HP1526901T2D_B1 4 1.000
#> HP1526901T2D_K10 3 1.000
#> HP1526901T2D_M14 1 0.000
#> HP1526901T2D_N1 3 1.000
#> HP1526901T2D_I7 4 1.000
#> HP1526901T2D_A19 4 0.000
#> HP1525301T2D_N18 1 1.000
#> HP1525301T2D_O17 2 0.000
#> HP1526901T2D_C15 4 0.751
#> HP1526901T2D_B23 2 0.000
#> HP1526901T2D_I19 4 1.000
#> HP1526901T2D_J19 4 0.000
#> HP1525301T2D_G17 2 0.000
#> HP1525301T2D_C5 1 1.000
#> HP1526901T2D_C22 2 0.000
#> HP1526901T2D_D2 2 0.000
#> HP1526901T2D_O3 4 0.751
#> HP1526901T2D_P8 1 0.000
#> HP1526901T2D_L15 2 0.000
#> HP1525301T2D_C23 2 0.000
#> HP1526901T2D_G16 4 1.000
#> HP1526901T2D_D8 4 1.000
#> HP1526901T2D_I14 4 1.000
#> HP1525301T2D_I15 2 0.000
#> HP1525301T2D_E13 4 1.000
#> HP1526901T2D_M1 3 1.000
#> HP1525301T2D_B8 1 1.000
#> HP1526901T2D_A6 2 0.000
#> HP1525301T2D_H10 4 1.000
#> HP1526901T2D_J4 4 1.000
#> HP1525301T2D_E15 2 0.000
#> HP1525301T2D_L9 4 1.000
#> HP1526901T2D_G10 4 1.000
#> HP1525301T2D_A11 4 1.000
#> HP1526901T2D_K2 4 1.000
#> HP1526901T2D_B7 4 1.000
#> HP1526901T2D_I13 4 0.000
#> HP1526901T2D_O7 4 1.000
#> HP1526901T2D_I3 4 0.747
#> HP1526901T2D_M2 4 0.502
#> HP1526901T2D_N10 4 1.000
#> HP1526901T2D_K1 2 0.000
#> HP1526901T2D_I8 4 1.000
#> HP1526901T2D_C23 2 0.000
#> HP1526901T2D_H14 4 0.253
#> HP1525301T2D_P11 1 1.000
#> HP1526901T2D_L13 4 0.751
#> HP1525301T2D_H11 2 0.000
#> HP1525301T2D_P18 1 1.000
#> HP1526901T2D_E21 4 1.000
#> HP1525301T2D_L6 2 0.000
#> HP1525301T2D_F12 2 0.000
#> HP1525301T2D_P19 2 0.000
#> HP1526901T2D_C20 2 0.000
#> HP1525301T2D_A14 2 0.000
#> HP1525301T2D_C9 2 0.000
#> HP1525301T2D_O6 1 1.000
#> HP1525301T2D_M2 2 0.000
#> HP1525301T2D_L5 2 0.000
#> HP1526901T2D_E2 4 1.000
#> HP1526901T2D_I5 4 0.751
#> HP1525301T2D_C8 1 1.000
#> HP1526901T2D_B11 4 0.751
#> HP1525301T2D_A16 1 1.000
#> HP1526901T2D_P11 1 1.000
#> HP1525301T2D_C7 2 0.000
#> HP1526901T2D_O6 4 0.000
#> HP1525301T2D_J20 2 0.000
#> HP1526901T2D_M13 4 0.751
#> HP1526901T2D_E3 4 0.751
#> HP1526901T2D_G18 4 0.000
#> HP1525301T2D_N16 2 0.000
#> HP1525301T2D_C15 2 0.000
#> HP1525301T2D_B13 4 1.000
#> HP1525301T2D_M5 2 0.000
#> HP1526901T2D_F12 4 0.000
#> HP1525301T2D_D14 2 0.000
#> HP1526901T2D_J13 4 0.000
#> HP1526901T2D_I12 2 0.000
#> HP1526901T2D_P10 1 1.000
#> HP1525301T2D_P15 1 0.000
#> HP1525301T2D_N20 2 0.000
#> HP1525301T2D_P20 2 0.000
#> HP1526901T2D_C16 4 0.000
#> HP1525301T2D_L16 2 0.000
#> HP1526901T2D_J14 4 1.000
#> HP1525301T2D_G5 2 0.000
#> HP1525301T2D_P4 2 0.000
#> HP1525301T2D_I17 2 0.000
#> HP1526901T2D_C4 4 0.000
#> HP1526901T2D_H6 4 1.000
#> HP1526901T2D_N21 2 0.000
#> HP1525301T2D_M6 2 0.000
#> HP1525301T2D_L17 1 1.000
#> HP1526901T2D_C17 4 1.000
#> HP1525301T2D_P9 4 1.000
#> HP1526901T2D_F19 4 0.000
#> HP1525301T2D_N10 2 0.000
#> HP1526901T2D_K19 2 0.000
#> HP1525301T2D_J17 2 0.000
#> HP1526901T2D_D9 4 0.751
#> HP1525301T2D_D12 4 1.000
#> HP1526901T2D_F8 2 0.000
#> HP1526901T2D_P19 4 0.000
#> HP1525301T2D_N1 2 0.000
#> HP1525301T2D_B21 2 0.000
#> HP1525301T2D_H16 2 0.000
#> HP1526901T2D_E14 2 0.000
#> HP1526901T2D_C11 4 1.000
#> HP1526901T2D_H21 2 0.000
#> HP1525301T2D_M15 2 0.000
#> HP1525301T2D_A5 4 1.000
#> HP1526901T2D_L23 3 1.000
#> HP1525301T2D_M10 4 1.000
#> HP1526901T2D_N2 4 0.000
#> HP1525301T2D_C19 2 0.000
#> HP1526901T2D_O10 4 0.000
#> HP1526901T2D_H19 4 1.000
#> HP1526901T2D_C6 4 0.000
#> HP1526901T2D_I9 2 0.000
#> HP1526901T2D_E19 4 0.000
#> HP1526901T2D_L21 3 1.000
#> HP1525301T2D_K8 2 0.000
#> HP1526901T2D_I11 4 0.000
#> HP1526901T2D_E10 4 1.000
#> HP1525301T2D_H8 2 0.000
#> HP1526901T2D_L12 4 0.502
#> HP1525301T2D_B7 4 1.000
#> HP1525301T2D_K2 2 0.000
#> HP1526901T2D_H10 4 0.000
#> HP1525301T2D_M9 2 0.000
#> HP1526901T2D_D1 4 1.000
#> HP1525301T2D_K7 1 0.000
#> HP1525301T2D_D21 2 0.000
#> HP1526901T2D_P1 4 0.253
#> HP1526901T2D_E6 4 1.000
#> HP1525301T2D_K5 2 0.000
#> HP1526901T2D_M22 4 1.000
#> HP1525301T2D_B14 2 0.000
#> HP1525301T2D_B18 4 1.000
#> HP1526901T2D_J12 2 0.000
#> HP1525301T2D_D4 2 0.000
#> HP1526901T2D_M23 3 1.000
#> HP1525301T2D_K19 4 0.000
#> HP1525301T2D_G1 1 1.000
#> HP1525301T2D_F3 2 0.000
#> HP1526901T2D_F20 4 0.000
#> HP1526901T2D_N14 4 1.000
#> HP1525301T2D_G10 2 0.000
#> HP1525301T2D_M17 4 1.000
#> HP1525301T2D_H2 2 0.000
#> HP1525301T2D_A7 1 1.000
#> HP1526901T2D_A21 2 0.000
#> HP1525301T2D_H1 2 0.000
#> HP1526901T2D_F23 4 0.000
#> HP1525301T2D_J19 1 1.000
#> HP1526901T2D_G19 4 1.000
#> HP1525301T2D_G18 1 1.000
#> HP1526901T2D_G22 2 0.000
#> HP1525301T2D_H18 2 0.000
#> HP1526901T2D_C24 1 1.000
#> HP1526901T2D_L6 4 1.000
#> HP1526901T2D_I4 4 1.000
#> HP1525301T2D_O16 2 0.000
#> HP1525301T2D_E16 4 1.000
#> HP1526901T2D_B5 2 0.000
#> HP1526901T2D_O4 2 0.000
#> HP1526901T2D_P18 1 1.000
#> HP1525301T2D_I24 2 0.000
#> HP1525301T2D_O24 2 0.000
#> HP1526901T2D_D21 4 1.000
#> HP1526901T2D_C10 4 1.000
#> HP1526901T2D_D14 4 1.000
#> HP1526901T2D_C1 4 0.000
#> HP1526901T2D_D12 2 0.000
#> HP1526901T2D_E5 4 1.000
#> HP1525301T2D_M20 2 0.000
#> HP1526901T2D_G4 4 1.000
#> HP1526901T2D_P4 1 1.000
#> HP1526901T2D_B14 4 1.000
#> HP1525301T2D_H17 2 0.000
#> HP1525301T2D_C21 2 0.000
#> HP1526901T2D_C2 4 0.000
#> HP1525301T2D_L13 2 0.000
#> HP1525301T2D_K17 2 0.000
#> HP1526901T2D_K14 4 1.000
#> HP1526901T2D_G9 4 1.000
#> HP1526901T2D_I17 2 0.000
#> HP1525301T2D_A3 1 1.000
#> HP1525301T2D_N21 4 1.000
#> HP1525301T2D_D8 2 0.000
#> HP1526901T2D_I22 4 1.000
#> HP1526901T2D_O8 4 1.000
#> HP1526901T2D_B13 4 1.000
#> HP1526901T2D_H3 4 1.000
#> HP1525301T2D_O5 1 1.000
#> HP1526901T2D_M18 2 0.000
#> HP1525301T2D_M12 2 0.000
#> HP1526901T2D_J17 4 1.000
#> HP1526901T2D_E16 2 0.000
#> HP1525301T2D_N12 2 0.000
#> HP1525301T2D_C11 2 0.000
#> HP1526901T2D_D16 4 0.000
#> HP1526901T2D_M16 4 0.253
#> HP1525301T2D_D9 4 1.000
#> HP1525301T2D_G8 1 1.000
#> HP1525301T2D_I8 2 0.000
#> HP1525301T2D_O22 2 0.000
#> HP1525301T2D_K1 2 0.000
#> HP1525301T2D_E17 2 0.000
#> HP1525301T2D_E22 4 1.000
#> HP1525301T2D_K22 4 1.000
#> HP1525301T2D_D15 2 0.000
#> HP1526901T2D_H5 2 0.000
#> HP1525301T2D_H20 4 1.000
#> HP1525301T2D_N9 4 1.000
#> HP1525301T2D_G21 2 0.000
#> HP1525301T2D_M14 4 1.000
#> HP1526901T2D_A5 4 0.751
#> HP1525301T2D_O13 1 0.000
#> HP1526901T2D_F18 4 1.000
#> HP1526901T2D_O19 2 0.000
#> HP1526901T2D_D17 1 1.000
#> HP1525301T2D_C22 2 0.000
#> HP1525301T2D_B12 2 0.000
#> HP1525301T2D_B3 2 0.000
#> HP1526901T2D_K15 4 1.000
#> HP1525301T2D_J1 4 1.000
#> HP1525301T2D_N6 2 0.000
#> HP1526901T2D_A14 4 0.502
#> HP1526901T2D_A13 4 0.000
#> HP1526901T2D_N11 2 0.000
#> HP1526901T2D_I15 4 1.000
#> HP1526901T2D_B10 4 0.751
#> HP1526901T2D_K7 3 1.000
#> HP1526901T2D_H8 2 0.000
#> HP1525301T2D_I16 2 0.000
#> HP1526901T2D_N19 4 1.000
#> HP1526901T2D_B3 2 0.000
#> HP1526901T2D_G8 4 0.253
#> HP1525301T2D_O11 1 0.000
#> HP1525301T2D_E8 1 1.000
#> HP1526901T2D_M3 4 0.253
#> HP1526901T2D_I18 4 0.000
#> HP1525301T2D_P23 2 0.000
#> HP1525301T2D_N24 4 1.000
#> HP1526901T2D_M7 3 1.000
#> HP1526901T2D_N16 4 0.000
#> HP1526901T2D_C8 2 0.000
#> HP1526901T2D_H2 2 0.000
#> HP1526901T2D_I16 4 0.751
#> HP1526901T2D_F7 4 0.502
#> HP1525301T2D_K3 4 0.751
#> HP1525301T2D_J10 4 1.000
#> HP1526901T2D_N8 4 1.000
#> HP1526901T2D_A8 4 1.000
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 2095 0.00e+00 1.30e-05 1.34e-16 2
#> ATC:skmeans 1049 5.56e-234 1.57e-14 2.28e-29 3
#> ATC:skmeans 1063 1.45e-283 7.47e-20 3.67e-42 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node02. Child nodes: Node0121-leaf , Node0122 , Node0123-leaf , Node0131-leaf , Node0132-leaf , Node0211 , Node0212 , Node0213-leaf , Node0221 , Node0222 , Node0223 , Node0231 , Node0232 , Node0233 , Node0241 , Node0242 , Node0243 .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["021"]
A summary of res and all the functions that can be applied to it:
res
#> A 'DownSamplingConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 12668 rows and 500 columns, randomly sampled from 532 columns.
#> Top rows (1202) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 3.
#>
#> Following methods can be applied to this 'DownSamplingConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.989 0.995 0.501 0.499 0.499
#> 3 3 1.000 0.959 0.976 0.189 0.888 0.780
#> 4 4 0.755 0.847 0.910 0.156 0.869 0.692
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 3
#> attr(,"optional")
#> [1] 2
There is also optional best \(k\) = 2 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
get_classes(res, k = 2)
#> class p
#> HP1502401_J14 2 0.000
#> HP1502401_B14 2 0.000
#> HP1502401_G14 2 0.000
#> HP1502401_H14 2 0.249
#> HP1502401_F17 2 0.000
#> HP1504101T2D_H7 2 0.000
#> HP1502401_J22 2 0.000
#> HP1502401_M15 2 0.000
#> HP1502401_K19 2 0.000
#> HP1502401_H22 2 0.000
#> HP1502401_K17 2 0.000
#> HP1502401_N17 2 0.000
#> HP1504101T2D_B24 1 0.000
#> HP1504101T2D_I1 2 0.000
#> HP1502401_H7 1 1.000
#> HP1504101T2D_O13 2 0.000
#> HP1502401_B7 2 0.000
#> HP1502401_L3 2 0.000
#> HP1502401_D17 2 0.000
#> HP1502401_H11 2 0.000
#> HP1502401_K15 2 0.249
#> HP1502401_G10 2 0.000
#> HP1504101T2D_D8 2 0.000
#> HP1502401_L17 2 0.000
#> HP1504101T2D_I7 1 0.000
#> HP1502401_L16 2 0.000
#> HP1504101T2D_E19 2 0.000
#> HP1502401_E22 2 0.000
#> HP1502401_M4 2 0.000
#> HP1502401_D7 2 0.000
#> HP1502401_O21 2 0.000
#> HP1502401_M10 1 0.000
#> HP1502401_I7 2 0.249
#> HP1502401_O6 1 1.000
#> HP1502401_J11 2 0.000
#> HP1502401_K3 2 0.000
#> HP1502401_F22 2 0.000
#> HP1502401_I16 2 1.000
#> HP1502401_B24 2 0.000
#> HP1504101T2D_G9 1 0.253
#> HP1502401_N12 2 0.000
#> HP1504101T2D_E10 2 0.000
#> HP1502401_N4 2 0.000
#> HP1502401_O24 2 0.000
#> HP1502401_B20 1 0.000
#> HP1502401_K23 2 0.000
#> HP1502401_D8 2 0.000
#> HP1502401_G6 2 0.000
#> HP1502401_L7 2 0.000
#> HP1502401_B22 2 0.000
#> HP1502401_I9 2 0.000
#> HP1502401_G12 1 0.751
#> HP1502401_K1 2 1.000
#> HP1502401_D22 2 0.000
#> HP1502401_A15 2 0.000
#> HP1504101T2D_B3 2 0.000
#> HP1504101T2D_I19 1 0.000
#> HP1504101T2D_C9 2 0.000
#> HP1502401_O8 1 0.000
#> HP1502401_G3 1 0.000
#> HP1502401_I18 1 0.751
#> HP1502401_J7 2 0.000
#> HP1502401_N9 1 0.000
#> HP1502401_F15 2 0.000
#> HP1504101T2D_E3 1 0.000
#> HP1502401_K12 1 0.000
#> HP1502401_B1 2 0.000
#> HP1502401_B11 1 0.000
#> HP1502401_F24 2 0.000
#> HP1504101T2D_M8 2 0.000
#> HP1502401_O17 2 0.000
#> HP1504101T2D_J14 1 0.000
#> HP1502401_F9 2 0.000
#> HP1504101T2D_H4 2 0.000
#> HP1502401_F16 2 0.000
#> HP1504101T2D_I2 1 1.000
#> HP1502401_I12 2 0.000
#> HP1502401_K11 1 0.000
#> HP1502401_B10 1 0.000
#> HP1502401_C21 2 0.000
#> HP1502401_N21 2 0.000
#> HP1502401_A10 2 0.000
#> HP1502401_J12 2 0.000
#> HP1502401_O3 1 0.000
#> HP1502401_H18 2 0.000
#> HP1502401_E3 2 0.000
#> AZ_A2 2 0.000
#> AZ_A12 2 0.000
#> AZ_A8 2 0.000
#> AZ_D3 2 0.000
#> AZ_H5 2 0.000
#> AZ_G4 2 0.000
#> AZ_G10 2 0.000
#> AZ_D6 2 0.000
#> AZ_H1 2 0.000
#> AZ_G3 2 0.000
#> AZ_H11 2 0.000
#> AZ_D9 2 0.000
#> AZ_G5 2 0.000
#> AZ_H2 2 0.000
#> AZ_F5 2 0.498
#> AZ_E3 2 0.000
#> AZ_G2 2 0.000
#> AZ_H6 2 0.000
#> AZ_H12 2 0.000
#> AZ_D12 2 0.000
#> AZ_F2 2 0.000
#> AZ_G1 2 0.000
#> AZ_E9 2 0.000
#> AZ_H9 2 0.000
#> AZ_D2 2 0.000
#> HP1508501T2D_M1 1 0.000
#> HP1508501T2D_I2 1 0.000
#> HP1508501T2D_K1 1 0.000
#> HP1508501T2D_C20 1 0.000
#> HP1508501T2D_M9 1 0.000
#> HP1508501T2D_O4 1 0.000
#> HP1508501T2D_E24 1 0.000
#> HP1508501T2D_M20 1 0.000
#> HP1508501T2D_E6 1 0.000
#> HP1508501T2D_E14 1 0.000
#> HP1508501T2D_A10 1 0.000
#> HP1508501T2D_H22 1 0.000
#> HP1508501T2D_I20 1 0.000
#> HP1508501T2D_B5 1 0.000
#> HP1508501T2D_C14 1 0.000
#> HP1508501T2D_F14 1 0.498
#> HP1508501T2D_D6 1 0.000
#> HP1508501T2D_P11 1 0.000
#> HP1508501T2D_L16 1 0.000
#> HP1508501T2D_P9 1 0.000
#> HP1508501T2D_O14 1 0.000
#> HP1508501T2D_D1 1 0.000
#> HP1508501T2D_C9 1 0.498
#> HP1508501T2D_K21 1 0.000
#> HP1508501T2D_J9 1 0.000
#> HP1508501T2D_B11 1 0.000
#> HP1508501T2D_E10 1 0.000
#> HP1508501T2D_N20 1 0.000
#> HP1508501T2D_M4 1 0.000
#> HP1508501T2D_F1 1 0.000
#> HP1508501T2D_H12 2 0.249
#> HP1508501T2D_M16 1 0.000
#> HP1508501T2D_B20 1 0.000
#> HP1508501T2D_B4 1 0.000
#> HP1508501T2D_K12 1 0.000
#> HP1508501T2D_I23 1 0.000
#> HP1508501T2D_B22 1 0.000
#> HP1508501T2D_F9 1 0.000
#> HP1508501T2D_I14 1 0.000
#> HP1508501T2D_H23 1 0.000
#> HP1508501T2D_D13 1 0.000
#> HP1508501T2D_C16 1 0.000
#> HP1508501T2D_G6 1 0.000
#> HP1508501T2D_J5 1 0.000
#> HP1508501T2D_K24 1 0.000
#> HP1508501T2D_M5 1 0.000
#> HP1508501T2D_P6 1 0.000
#> HP1508501T2D_H15 1 0.000
#> HP1508501T2D_A15 1 0.000
#> HP1508501T2D_H14 1 0.000
#> HP1508501T2D_K9 1 0.000
#> HP1506401_I2 1 0.000
#> HP1506401_K1 1 0.000
#> HP1506401_K12 1 0.000
#> HP1506401_C9 1 0.000
#> HP1506401_F13 1 0.000
#> HP1506401_L7 1 0.000
#> HP1506401_A5 1 0.000
#> HP1506401_O3 1 0.000
#> HP1506401_L17 1 0.000
#> HP1506401_N15 1 0.000
#> HP1506401_P3 1 0.000
#> HP1506401_F3 1 0.000
#> HP1506401_M12 1 0.000
#> HP1506401_L2 1 0.000
#> HP1506401_G6 1 0.000
#> HP1506401_G13 1 0.000
#> HP1506401_F20 1 0.000
#> HP1506401_A14 1 0.000
#> HP1507101_G16 1 0.000
#> HP1507101_M12 1 0.000
#> HP1507101_O23 1 0.000
#> HP1507101_N12 1 0.000
#> HP1507101_P14 1 0.000
#> HP1507101_O17 1 0.000
#> HP1507101_O20 1 0.000
#> HP1507101_I10 1 0.000
#> HP1507101_H20 1 0.000
#> HP1507101_K6 1 0.000
#> HP1507101_F19 1 0.000
#> HP1507101_G6 1 0.000
#> HP1507101_F14 1 0.000
#> HP1507101_O4 1 0.000
#> HP1507101_O5 1 0.000
#> HP1507101_A22 1 0.000
#> HP1507101_A20 1 0.000
#> HP1507101_G4 1 0.000
#> HP1507101_N5 1 0.000
#> HP1507101_K23 1 0.000
#> HP1507101_F11 1 0.000
#> HP1507101_P12 1 0.000
#> HP1507101_F20 1 0.000
#> HP1507101_I16 1 0.000
#> HP1507101_B18 1 0.000
#> HP1507101_D22 1 0.000
#> HP1507101_O10 1 0.000
#> HP1507101_J14 1 0.000
#> HP1507101_E20 1 0.000
#> HP1507101_L8 1 0.000
#> HP1507101_E6 1 0.000
#> HP1507101_J18 1 0.000
#> HP1507101_D19 1 0.000
#> HP1507101_I23 1 0.000
#> HP1507101_A12 1 0.000
#> HP1507101_L18 1 0.000
#> HP1507101_L3 1 0.000
#> HP1507101_K4 1 0.000
#> HP1507101_F3 1 0.000
#> HP1507101_D7 1 0.000
#> HP1507101_P18 1 0.000
#> HP1507101_P17 1 0.000
#> HP1507101_C20 1 0.000
#> HP1507101_J19 1 0.000
#> HP1507101_J1 1 0.000
#> HP1507101_O24 1 0.000
#> HP1507101_P21 1 0.000
#> HP1507101_F18 1 0.000
#> HP1507101_D21 1 0.000
#> HP1507101_D16 1 0.000
#> HP1507101_G20 1 0.000
#> HP1507101_N20 1 0.000
#> HP1507101_P6 1 0.000
#> HP1507101_O3 1 0.000
#> HP1507101_L16 1 0.000
#> HP1507101_N13 1 0.000
#> HP1507101_C5 1 0.000
#> HP1507101_B4 1 0.000
#> HP1507101_M8 1 0.000
#> HP1507101_D5 1 0.000
#> HP1507101_G11 1 0.000
#> HP1507101_B12 1 0.000
#> HP1507101_C12 1 0.000
#> HP1507101_N2 1 0.000
#> HP1507101_O7 1 0.000
#> HP1507101_D23 1 0.000
#> HP1507101_D11 1 0.000
#> HP1507101_P15 1 0.000
#> HP1507101_M20 1 0.000
#> HP1507101_B16 1 0.000
#> HP1507101_O13 1 0.000
#> HP1507101_E7 1 0.000
#> HP1507101_B11 1 0.000
#> HP1507101_G9 1 0.000
#> HP1507101_K24 1 0.000
#> HP1507101_B20 1 0.000
#> HP1507101_E18 1 0.000
#> HP1507101_L21 1 0.000
#> HP1507101_J22 1 0.000
#> HP1509101_G19 1 0.000
#> HP1509101_J12 1 0.000
#> HP1509101_A7 1 0.000
#> HP1509101_H1 1 0.000
#> HP1509101_B12 1 0.000
#> HP1509101_E4 1 0.000
#> HP1509101_G14 1 0.000
#> HP1509101_K9 1 0.000
#> HP1509101_P23 1 0.000
#> HP1509101_M12 1 0.000
#> HP1509101_P20 1 0.000
#> HP1509101_L19 1 0.000
#> HP1509101_N9 1 0.000
#> HP1509101_J8 1 0.000
#> HP1509101_O8 1 0.000
#> HP1509101_O13 1 0.000
#> HP1509101_H9 1 0.000
#> HP1509101_F4 1 0.000
#> HP1509101_O6 1 1.000
#> HP1509101_H13 1 0.000
#> HP1509101_I24 1 0.000
#> HP1509101_G16 1 0.000
#> HP1509101_G12 1 0.000
#> HP1509101_O4 1 0.000
#> HP1509101_G21 1 0.000
#> HP1504901_D15 2 0.000
#> HP1504901_O20 2 0.000
#> HP1504901_K20 2 0.000
#> HP1504901_L12 2 0.000
#> HP1504901_E16 2 0.000
#> HP1504901_N9 2 0.000
#> HP1504901_F14 2 0.000
#> HP1504901_I19 2 0.000
#> HP1504901_B15 2 0.000
#> HP1504901_L8 2 0.000
#> HP1504901_B3 2 0.000
#> HP1504901_A21 2 0.000
#> HP1504901_F15 2 0.000
#> HP1504901_N2 2 0.000
#> HP1504901_G20 2 0.000
#> HP1504901_H12 2 0.000
#> HP1504901_J12 2 0.000
#> HP1504901_D12 2 0.000
#> HP1504901_F2 2 0.000
#> HP1504901_G8 2 0.000
#> HP1504901_B22 2 0.000
#> HP1504901_F12 2 0.000
#> HP1504901_H10 2 0.000
#> HP1504901_O7 2 0.000
#> HP1504901_P14 2 0.000
#> HP1504901_H19 2 0.000
#> HP1504901_P21 2 0.000
#> HP1504901_G24 2 0.000
#> HP1504901_B8 2 0.000
#> HP1504901_N13 2 0.000
#> HP1504901_L20 2 0.000
#> HP1504901_K12 2 0.000
#> HP1504901_H22 2 0.000
#> HP1504901_C11 2 0.000
#> HP1504901_O1 2 0.000
#> HP1504901_B16 2 0.000
#> HP1504901_L17 2 0.000
#> HP1504901_O18 2 0.000
#> HP1504901_C17 2 0.000
#> HP1504901_B11 2 0.000
#> HP1504901_F17 2 0.000
#> HP1504901_D6 2 0.000
#> HP1504901_D18 2 0.000
#> HP1504901_K19 2 0.000
#> HP1504901_F6 2 0.000
#> HP1504901_D16 2 0.000
#> HP1504901_H14 2 0.000
#> HP1504901_M3 2 0.000
#> HP1504901_F1 2 0.000
#> HP1504901_O8 2 0.000
#> HP1504901_I17 2 0.000
#> HP1504901_B13 2 0.000
#> HP1504901_C2 2 0.000
#> HP1504901_B20 2 0.000
#> HP1504901_O14 2 0.000
#> HP1504901_M12 2 0.000
#> HP1504901_H17 2 0.000
#> HP1504901_H4 2 0.000
#> HP1504901_B24 2 0.000
#> HP1504901_H5 2 0.000
#> HP1504901_B1 2 0.000
#> HP1504901_F11 2 0.000
#> HP1504901_F23 2 0.000
#> HP1504901_G9 2 0.000
#> HP1504901_O21 2 0.000
#> HP1504901_E24 2 0.000
#> HP1504901_G12 2 0.000
#> HP1504901_A16 2 0.000
#> HP1504901_A14 2 0.000
#> HP1504901_P9 2 0.000
#> HP1504901_O9 2 0.000
#> HP1504901_P3 2 0.000
#> HP1504901_G3 2 0.000
#> HP1504901_F5 2 0.000
#> HP1504901_M19 2 0.000
#> HP1504901_A23 2 0.000
#> HP1504901_P18 2 0.000
#> HP1504901_P16 2 0.000
#> HP1504901_E9 2 0.000
#> HP1504901_C16 2 0.000
#> HP1504901_G21 2 0.000
#> HP1504901_A5 2 0.000
#> HP1504901_J24 2 0.000
#> HP1504901_A3 2 0.000
#> HP1504901_L18 2 0.000
#> HP1504901_H11 2 0.000
#> HP1504901_I24 1 0.000
#> HP1504901_E18 2 0.000
#> HP1504901_H6 2 0.000
#> HP1504901_J17 2 0.000
#> HP1504901_N1 2 0.000
#> HP1504901_B4 2 0.000
#> HP1504901_J7 2 0.000
#> HP1504901_B7 2 0.000
#> HP1504901_J18 2 0.000
#> HP1504901_A22 2 0.000
#> HP1504901_D22 2 0.000
#> HP1504901_G4 2 0.000
#> HP1504901_D9 2 0.000
#> HP1504901_J15 2 0.000
#> HP1504901_K14 2 0.000
#> HP1504901_N15 2 0.000
#> HP1504901_C13 2 0.000
#> HP1504901_B23 2 0.000
#> HP1504901_F19 2 0.000
#> HP1504901_K22 2 0.000
#> HP1504901_O5 2 0.000
#> HP1504901_J9 2 0.000
#> HP1504901_M4 1 0.000
#> HP1504901_G10 2 0.000
#> HP1504901_O17 2 0.000
#> HP1504901_A19 2 0.000
#> HP1504901_D5 2 0.000
#> HP1504901_D1 2 0.000
#> HP1504901_F16 2 0.000
#> HP1504901_B6 2 0.000
#> HP1504901_E23 2 0.000
#> HP1504901_N8 2 0.000
#> HP1504901_N12 2 0.000
#> HP1504901_H8 2 0.000
#> HP1504901_L1 2 0.000
#> HP1504901_B9 2 0.000
#> HP1504901_O10 2 0.000
#> HP1504901_M11 2 0.000
#> HP1504901_F20 2 0.000
#> HP1504901_O6 2 0.000
#> HP1504901_D4 2 0.000
#> HP1504901_L13 2 0.000
#> HP1504901_L22 2 0.000
#> HP1504901_O24 2 0.000
#> HP1504901_G13 2 0.000
#> HP1504901_J22 2 0.000
#> HP1504901_L14 2 0.000
#> HP1504901_A2 2 0.000
#> HP1504901_L3 2 0.000
#> HP1504901_I3 2 0.000
#> HP1504901_A9 2 0.000
#> HP1504901_I21 2 0.000
#> HP1504901_G6 2 0.000
#> HP1504901_O16 2 0.000
#> HP1504901_E14 2 0.000
#> HP1504901_N24 2 0.000
#> HP1504901_D17 2 0.000
#> HP1504901_K6 2 0.000
#> HP1504901_I18 2 0.000
#> HP1504901_E21 2 0.000
#> HP1504901_H18 2 0.000
#> HP1504901_J6 2 0.000
#> HP1504901_I2 2 0.000
#> HP1504901_D14 2 0.000
#> HP1504901_G16 2 0.000
#> HP1504901_P20 2 0.000
#> HP1504901_M18 2 0.000
#> HP1504901_J3 2 0.000
#> HP1504901_D7 2 0.000
#> HP1504901_B10 2 0.000
#> HP1504901_H1 2 1.000
#> HP1504901_J5 2 0.000
#> HP1504901_K5 2 0.000
#> HP1504901_F10 2 0.000
#> HP1504901_G15 2 0.000
#> HP1504901_H2 2 0.000
#> HP1504901_G18 2 0.000
#> HP1504901_N19 2 0.000
#> HP1504901_C10 2 0.000
#> HP1504901_I22 2 0.249
#> HP1504901_B21 2 0.000
#> HP1504901_N7 2 0.253
#> HP1504901_C14 2 0.747
#> HP1504901_A10 2 0.000
#> HP1504901_I13 2 0.000
#> HP1504901_C23 2 0.000
#> HP1504901_E2 2 0.000
#> HP1504901_D21 2 0.000
#> HP1504901_G19 2 0.000
#> HP1504901_N21 2 0.000
#> HP1504901_L9 2 0.000
#> HP1504901_N23 2 0.000
#> HP1504901_F3 2 0.000
#> HP1525301T2D_G11 1 0.000
#> HP1525301T2D_A6 1 0.000
#> HP1508501T2D_P4 1 0.000
#> HP1525301T2D_F15 1 0.000
#> HP1525301T2D_C16 1 0.000
#> HP1526901T2D_J6 1 0.000
#> HP1525301T2D_B4 1 0.000
#> HP1525301T2D_B5 1 0.000
#> HP1525301T2D_C2 1 0.000
#> HP1525301T2D_B11 1 0.000
#> HP1526901T2D_O12 2 0.502
#> HP1526901T2D_F4 1 0.000
#> HP1525301T2D_B23 1 0.000
#> HP1525301T2D_P8 1 0.000
#> HP1526901T2D_J8 1 0.000
#> HP1525301T2D_M22 1 1.000
#> HP1525301T2D_C1 1 0.000
#> HP1525301T2D_J2 1 0.000
#> HP1525301T2D_N7 1 0.000
#> HP1525301T2D_G15 1 0.000
#> HP1525301T2D_O18 1 0.000
#> HP1525301T2D_O2 1 0.000
#> HP1526901T2D_P17 1 0.000
#> HP1525301T2D_F2 1 0.000
#> HP1525301T2D_I11 1 0.000
#> HP1525301T2D_I5 1 0.000
#> HP1525301T2D_L15 1 0.000
#> HP1526901T2D_G11 2 1.000
#> HP1526901T2D_P2 1 0.000
#> HP1525301T2D_A9 1 0.000
#> HP1526901T2D_F1 1 0.000
#> HP1525301T2D_P17 1 0.000
#> HP1525301T2D_B15 1 0.000
#> HP1525301T2D_N8 1 0.000
#> HP1525301T2D_J18 1 0.000
#> HP1525301T2D_F4 1 0.000
#> HP1526901T2D_P7 1 0.000
#> HP1526901T2D_L17 1 0.000
#> HP1526901T2D_O13 1 0.000
#> HP1525301T2D_J8 1 0.000
#> HP1526901T2D_M14 2 0.000
#> HP1525301T2D_N18 1 0.000
#> HP1525301T2D_C5 1 0.000
#> HP1526901T2D_P8 1 0.000
#> HP1525301T2D_B8 1 0.000
#> HP1525301T2D_P11 1 0.000
#> HP1525301T2D_P18 1 0.000
#> HP1525301T2D_O6 1 0.000
#> HP1525301T2D_C8 1 0.000
#> HP1525301T2D_A16 1 0.000
#> HP1526901T2D_P11 1 0.000
#> HP1526901T2D_P10 1 0.000
#> HP1525301T2D_P15 1 0.000
#> HP1525301T2D_L17 1 0.000
#> HP1525301T2D_K7 1 0.000
#> HP1525301T2D_G1 1 0.000
#> HP1525301T2D_A7 1 0.000
#> HP1525301T2D_J19 1 0.000
#> HP1525301T2D_G18 1 0.000
#> HP1526901T2D_C24 1 0.000
#> HP1526901T2D_P18 1 0.000
#> HP1526901T2D_P4 1 0.000
#> HP1525301T2D_A3 1 0.000
#> HP1525301T2D_O5 1 0.000
#> HP1525301T2D_G8 1 0.000
#> HP1525301T2D_O13 1 0.000
#> HP1526901T2D_D17 1 0.000
#> HP1525301T2D_O11 1 0.000
#> HP1525301T2D_E8 1 0.000
get_classes(res, k = 3)
#> class p
#> HP1502401_J14 2 0.000
#> HP1502401_B14 2 0.000
#> HP1502401_G14 2 0.000
#> HP1502401_H14 2 0.000
#> HP1502401_F17 2 0.000
#> HP1504101T2D_H7 3 0.000
#> HP1502401_J22 2 0.000
#> HP1502401_M15 2 0.000
#> HP1502401_K19 2 0.000
#> HP1502401_H22 2 0.000
#> HP1502401_K17 2 0.000
#> HP1502401_N17 2 0.000
#> HP1504101T2D_B24 1 0.000
#> HP1504101T2D_I1 2 0.000
#> HP1502401_H7 1 0.502
#> HP1504101T2D_O13 2 0.000
#> HP1502401_B7 2 0.000
#> HP1502401_L3 2 0.000
#> HP1502401_D17 2 0.000
#> HP1502401_H11 2 0.000
#> HP1502401_K15 2 1.000
#> HP1502401_G10 2 0.000
#> HP1504101T2D_D8 2 0.000
#> HP1502401_L17 2 0.000
#> HP1504101T2D_I7 1 0.000
#> HP1502401_L16 2 0.000
#> HP1504101T2D_E19 2 0.000
#> HP1502401_E22 2 0.000
#> HP1502401_M4 2 0.000
#> HP1502401_D7 2 0.000
#> HP1502401_O21 2 0.000
#> HP1502401_M10 1 0.000
#> HP1502401_I7 1 1.000
#> HP1502401_O6 1 1.000
#> HP1502401_J11 2 0.000
#> HP1502401_K3 2 0.000
#> HP1502401_F22 2 0.000
#> HP1502401_I16 2 0.751
#> HP1502401_B24 2 0.000
#> HP1504101T2D_G9 1 1.000
#> HP1502401_N12 2 0.000
#> HP1504101T2D_E10 2 0.000
#> HP1502401_N4 2 0.000
#> HP1502401_O24 2 0.000
#> HP1502401_B20 1 0.000
#> HP1502401_K23 2 0.000
#> HP1502401_D8 2 0.000
#> HP1502401_G6 2 0.000
#> HP1502401_L7 2 0.000
#> HP1502401_B22 2 1.000
#> HP1502401_I9 2 0.000
#> HP1502401_G12 2 1.000
#> HP1502401_K1 1 0.751
#> HP1502401_D22 2 0.000
#> HP1502401_A15 2 0.000
#> HP1504101T2D_B3 2 0.502
#> HP1504101T2D_I19 1 0.000
#> HP1504101T2D_C9 2 0.000
#> HP1502401_O8 1 0.000
#> HP1502401_G3 1 0.000
#> HP1502401_I18 2 0.498
#> HP1502401_J7 3 0.000
#> HP1502401_N9 1 0.000
#> HP1502401_F15 2 0.000
#> HP1504101T2D_E3 1 0.000
#> HP1502401_K12 3 1.000
#> HP1502401_B1 2 0.000
#> HP1502401_B11 2 0.747
#> HP1502401_F24 2 0.000
#> HP1504101T2D_M8 2 0.000
#> HP1502401_O17 2 0.000
#> HP1504101T2D_J14 1 0.000
#> HP1502401_F9 2 0.000
#> HP1504101T2D_H4 2 0.000
#> HP1502401_F16 2 0.000
#> HP1504101T2D_I2 1 0.751
#> HP1502401_I12 3 0.000
#> HP1502401_K11 1 0.000
#> HP1502401_B10 1 0.000
#> HP1502401_C21 2 0.000
#> HP1502401_N21 2 0.000
#> HP1502401_A10 2 0.000
#> HP1502401_J12 2 0.000
#> HP1502401_O3 1 0.000
#> HP1502401_H18 3 0.000
#> HP1502401_E3 2 0.000
#> AZ_A2 2 0.000
#> AZ_A12 2 0.000
#> AZ_A8 2 0.000
#> AZ_D3 2 0.000
#> AZ_H5 2 0.000
#> AZ_G4 2 0.000
#> AZ_G10 2 0.000
#> AZ_D6 2 0.000
#> AZ_H1 2 0.000
#> AZ_G3 2 0.000
#> AZ_H11 2 0.000
#> AZ_D9 2 0.000
#> AZ_G5 2 0.000
#> AZ_H2 2 0.000
#> AZ_F5 3 0.000
#> AZ_E3 3 0.000
#> AZ_G2 2 0.000
#> AZ_H6 2 0.249
#> AZ_H12 2 0.000
#> AZ_D12 2 0.000
#> AZ_F2 2 0.000
#> AZ_G1 2 0.000
#> AZ_E9 2 0.000
#> AZ_H9 2 0.000
#> AZ_D2 2 0.000
#> HP1508501T2D_M1 3 0.498
#> HP1508501T2D_I2 1 0.000
#> HP1508501T2D_K1 1 0.000
#> HP1508501T2D_C20 1 0.000
#> HP1508501T2D_M9 1 0.000
#> HP1508501T2D_O4 1 0.000
#> HP1508501T2D_E24 1 0.000
#> HP1508501T2D_M20 1 0.000
#> HP1508501T2D_E6 1 0.000
#> HP1508501T2D_E14 1 0.000
#> HP1508501T2D_A10 1 0.000
#> HP1508501T2D_H22 1 0.000
#> HP1508501T2D_I20 1 0.000
#> HP1508501T2D_B5 1 0.000
#> HP1508501T2D_C14 1 0.000
#> HP1508501T2D_F14 3 0.000
#> HP1508501T2D_D6 1 0.000
#> HP1508501T2D_P11 1 0.000
#> HP1508501T2D_L16 1 0.000
#> HP1508501T2D_P9 1 0.000
#> HP1508501T2D_O14 1 0.000
#> HP1508501T2D_D1 1 0.000
#> HP1508501T2D_C9 3 0.000
#> HP1508501T2D_K21 1 0.000
#> HP1508501T2D_J9 1 0.000
#> HP1508501T2D_B11 1 0.000
#> HP1508501T2D_E10 1 0.000
#> HP1508501T2D_N20 1 0.000
#> HP1508501T2D_M4 1 0.000
#> HP1508501T2D_F1 1 0.000
#> HP1508501T2D_H12 3 0.000
#> HP1508501T2D_M16 3 0.000
#> HP1508501T2D_B20 1 0.000
#> HP1508501T2D_B4 1 0.000
#> HP1508501T2D_K12 1 0.000
#> HP1508501T2D_I23 1 0.000
#> HP1508501T2D_B22 1 0.000
#> HP1508501T2D_F9 1 0.000
#> HP1508501T2D_I14 1 0.000
#> HP1508501T2D_H23 1 0.000
#> HP1508501T2D_D13 1 0.000
#> HP1508501T2D_C16 1 0.000
#> HP1508501T2D_G6 1 0.000
#> HP1508501T2D_J5 1 0.000
#> HP1508501T2D_K24 1 0.000
#> HP1508501T2D_M5 1 0.000
#> HP1508501T2D_P6 1 0.000
#> HP1508501T2D_H15 1 0.000
#> HP1508501T2D_A15 1 0.000
#> HP1508501T2D_H14 1 0.249
#> HP1508501T2D_K9 1 0.000
#> HP1506401_I2 1 0.000
#> HP1506401_K1 1 0.000
#> HP1506401_K12 1 0.000
#> HP1506401_C9 1 0.000
#> HP1506401_F13 1 0.000
#> HP1506401_L7 1 0.249
#> HP1506401_A5 1 0.000
#> HP1506401_O3 1 0.000
#> HP1506401_L17 1 0.000
#> HP1506401_N15 1 0.249
#> HP1506401_P3 1 0.000
#> HP1506401_F3 3 0.498
#> HP1506401_M12 1 0.000
#> HP1506401_L2 1 0.000
#> HP1506401_G6 1 0.000
#> HP1506401_G13 1 0.000
#> HP1506401_F20 1 0.000
#> HP1506401_A14 1 0.000
#> HP1507101_G16 1 0.000
#> HP1507101_M12 1 0.000
#> HP1507101_O23 1 0.000
#> HP1507101_N12 1 0.000
#> HP1507101_P14 1 0.000
#> HP1507101_O17 1 0.000
#> HP1507101_O20 1 0.000
#> HP1507101_I10 1 0.000
#> HP1507101_H20 1 0.000
#> HP1507101_K6 1 0.000
#> HP1507101_F19 1 0.000
#> HP1507101_G6 1 0.000
#> HP1507101_F14 1 0.000
#> HP1507101_O4 1 0.000
#> HP1507101_O5 1 0.000
#> HP1507101_A22 1 0.000
#> HP1507101_A20 1 0.000
#> HP1507101_G4 1 0.000
#> HP1507101_N5 1 0.000
#> HP1507101_K23 1 0.000
#> HP1507101_F11 1 0.000
#> HP1507101_P12 1 0.000
#> HP1507101_F20 1 0.000
#> HP1507101_I16 1 0.000
#> HP1507101_B18 1 0.000
#> HP1507101_D22 1 0.000
#> HP1507101_O10 1 0.000
#> HP1507101_J14 1 0.000
#> HP1507101_E20 1 0.000
#> HP1507101_L8 3 0.000
#> HP1507101_E6 1 0.000
#> HP1507101_J18 1 0.000
#> HP1507101_D19 1 0.000
#> HP1507101_I23 1 0.000
#> HP1507101_A12 1 0.000
#> HP1507101_L18 1 0.000
#> HP1507101_L3 1 0.000
#> HP1507101_K4 1 0.000
#> HP1507101_F3 1 0.000
#> HP1507101_D7 1 0.000
#> HP1507101_P18 1 0.000
#> HP1507101_P17 1 0.000
#> HP1507101_C20 1 0.000
#> HP1507101_J19 1 0.000
#> HP1507101_J1 1 0.000
#> HP1507101_O24 1 0.000
#> HP1507101_P21 1 0.000
#> HP1507101_F18 1 0.000
#> HP1507101_D21 1 0.000
#> HP1507101_D16 1 0.000
#> HP1507101_G20 1 0.000
#> HP1507101_N20 1 0.000
#> HP1507101_P6 1 0.000
#> HP1507101_O3 1 0.000
#> HP1507101_L16 1 0.000
#> HP1507101_N13 1 0.000
#> HP1507101_C5 1 0.000
#> HP1507101_B4 1 0.000
#> HP1507101_M8 1 0.000
#> HP1507101_D5 1 0.000
#> HP1507101_G11 1 0.000
#> HP1507101_B12 1 0.000
#> HP1507101_C12 1 0.000
#> HP1507101_N2 1 0.000
#> HP1507101_O7 1 0.000
#> HP1507101_D23 1 0.000
#> HP1507101_D11 1 0.000
#> HP1507101_P15 3 0.000
#> HP1507101_M20 1 0.000
#> HP1507101_B16 1 0.000
#> HP1507101_O13 1 0.000
#> HP1507101_E7 1 0.000
#> HP1507101_B11 1 0.000
#> HP1507101_G9 1 0.000
#> HP1507101_K24 1 0.000
#> HP1507101_B20 1 0.000
#> HP1507101_E18 3 0.000
#> HP1507101_L21 1 0.000
#> HP1507101_J22 1 0.000
#> HP1509101_G19 1 0.000
#> HP1509101_J12 1 0.000
#> HP1509101_A7 1 0.000
#> HP1509101_H1 1 0.000
#> HP1509101_B12 3 0.000
#> HP1509101_E4 1 0.000
#> HP1509101_G14 1 0.000
#> HP1509101_K9 1 0.000
#> HP1509101_P23 3 0.000
#> HP1509101_M12 1 0.000
#> HP1509101_P20 1 0.000
#> HP1509101_L19 1 0.000
#> HP1509101_N9 1 0.000
#> HP1509101_J8 1 0.000
#> HP1509101_O8 1 0.000
#> HP1509101_O13 1 0.000
#> HP1509101_H9 1 0.000
#> HP1509101_F4 1 0.000
#> HP1509101_O6 2 1.000
#> HP1509101_H13 1 0.000
#> HP1509101_I24 1 0.000
#> HP1509101_G16 1 0.000
#> HP1509101_G12 1 0.000
#> HP1509101_O4 1 0.000
#> HP1509101_G21 3 0.000
#> HP1504901_D15 2 0.000
#> HP1504901_O20 2 0.000
#> HP1504901_K20 2 0.000
#> HP1504901_L12 2 0.000
#> HP1504901_E16 2 0.000
#> HP1504901_N9 2 0.502
#> HP1504901_F14 2 0.000
#> HP1504901_I19 3 0.000
#> HP1504901_B15 2 0.000
#> HP1504901_L8 2 0.000
#> HP1504901_B3 2 0.000
#> HP1504901_A21 2 0.000
#> HP1504901_F15 2 0.000
#> HP1504901_N2 2 0.000
#> HP1504901_G20 2 0.000
#> HP1504901_H12 2 0.000
#> HP1504901_J12 2 0.000
#> HP1504901_D12 2 0.000
#> HP1504901_F2 2 0.000
#> HP1504901_G8 2 0.000
#> HP1504901_B22 2 0.000
#> HP1504901_F12 2 0.000
#> HP1504901_H10 2 0.000
#> HP1504901_O7 2 0.000
#> HP1504901_P14 2 0.000
#> HP1504901_H19 2 0.000
#> HP1504901_P21 2 0.000
#> HP1504901_G24 2 0.000
#> HP1504901_B8 2 0.000
#> HP1504901_N13 2 0.000
#> HP1504901_L20 2 0.000
#> HP1504901_K12 2 1.000
#> HP1504901_H22 2 0.000
#> HP1504901_C11 2 0.000
#> HP1504901_O1 2 0.000
#> HP1504901_B16 2 0.000
#> HP1504901_L17 2 0.000
#> HP1504901_O18 2 0.000
#> HP1504901_C17 2 0.000
#> HP1504901_B11 2 0.000
#> HP1504901_F17 2 0.000
#> HP1504901_D6 2 0.000
#> HP1504901_D18 2 0.000
#> HP1504901_K19 2 0.000
#> HP1504901_F6 2 0.000
#> HP1504901_D16 2 0.000
#> HP1504901_H14 2 0.000
#> HP1504901_M3 2 0.000
#> HP1504901_F1 2 0.000
#> HP1504901_O8 2 0.000
#> HP1504901_I17 3 0.000
#> HP1504901_B13 2 0.000
#> HP1504901_C2 3 0.000
#> HP1504901_B20 2 0.000
#> HP1504901_O14 3 0.000
#> HP1504901_M12 2 0.000
#> HP1504901_H17 2 0.000
#> HP1504901_H4 2 0.000
#> HP1504901_B24 3 0.000
#> HP1504901_H5 2 0.000
#> HP1504901_B1 2 0.000
#> HP1504901_F11 2 0.000
#> HP1504901_F23 3 0.000
#> HP1504901_G9 2 0.000
#> HP1504901_O21 2 0.000
#> HP1504901_E24 2 0.000
#> HP1504901_G12 2 0.000
#> HP1504901_A16 2 0.000
#> HP1504901_A14 2 0.000
#> HP1504901_P9 3 0.000
#> HP1504901_O9 2 0.000
#> HP1504901_P3 3 0.000
#> HP1504901_G3 2 0.000
#> HP1504901_F5 2 0.000
#> HP1504901_M19 3 0.000
#> HP1504901_A23 3 0.000
#> HP1504901_P18 3 0.000
#> HP1504901_P16 2 0.000
#> HP1504901_E9 3 0.000
#> HP1504901_C16 2 0.000
#> HP1504901_G21 2 0.000
#> HP1504901_A5 2 0.000
#> HP1504901_J24 3 0.000
#> HP1504901_A3 2 0.000
#> HP1504901_L18 2 0.000
#> HP1504901_H11 2 0.000
#> HP1504901_I24 1 1.000
#> HP1504901_E18 2 0.000
#> HP1504901_H6 2 0.000
#> HP1504901_J17 2 0.000
#> HP1504901_N1 2 0.000
#> HP1504901_B4 2 0.000
#> HP1504901_J7 2 0.000
#> HP1504901_B7 2 0.000
#> HP1504901_J18 3 0.000
#> HP1504901_A22 3 0.000
#> HP1504901_D22 2 0.000
#> HP1504901_G4 2 0.000
#> HP1504901_D9 2 0.000
#> HP1504901_J15 3 0.000
#> HP1504901_K14 2 0.000
#> HP1504901_N15 2 0.000
#> HP1504901_C13 2 0.000
#> HP1504901_B23 2 0.000
#> HP1504901_F19 2 0.000
#> HP1504901_K22 2 0.000
#> HP1504901_O5 2 0.000
#> HP1504901_J9 2 0.000
#> HP1504901_M4 1 0.000
#> HP1504901_G10 3 0.000
#> HP1504901_O17 2 0.000
#> HP1504901_A19 2 0.000
#> HP1504901_D5 2 0.000
#> HP1504901_D1 2 0.000
#> HP1504901_F16 3 0.000
#> HP1504901_B6 2 0.000
#> HP1504901_E23 2 0.000
#> HP1504901_N8 2 0.000
#> HP1504901_N12 2 0.000
#> HP1504901_H8 2 0.000
#> HP1504901_L1 2 0.000
#> HP1504901_B9 2 0.000
#> HP1504901_O10 2 0.000
#> HP1504901_M11 3 0.000
#> HP1504901_F20 2 0.000
#> HP1504901_O6 2 0.000
#> HP1504901_D4 3 0.000
#> HP1504901_L13 2 0.000
#> HP1504901_L22 2 0.000
#> HP1504901_O24 2 0.000
#> HP1504901_G13 2 0.000
#> HP1504901_J22 2 0.000
#> HP1504901_L14 2 0.000
#> HP1504901_A2 2 0.000
#> HP1504901_L3 2 0.000
#> HP1504901_I3 2 0.000
#> HP1504901_A9 2 0.000
#> HP1504901_I21 2 0.000
#> HP1504901_G6 2 0.000
#> HP1504901_O16 2 0.000
#> HP1504901_E14 2 0.000
#> HP1504901_N24 2 0.000
#> HP1504901_D17 2 0.000
#> HP1504901_K6 2 0.000
#> HP1504901_I18 2 0.000
#> HP1504901_E21 2 0.000
#> HP1504901_H18 2 0.000
#> HP1504901_J6 2 0.000
#> HP1504901_I2 2 0.000
#> HP1504901_D14 2 0.000
#> HP1504901_G16 2 0.000
#> HP1504901_P20 2 0.000
#> HP1504901_M18 2 0.000
#> HP1504901_J3 2 0.000
#> HP1504901_D7 2 0.000
#> HP1504901_B10 2 0.000
#> HP1504901_H1 1 1.000
#> HP1504901_J5 3 0.000
#> HP1504901_K5 2 0.000
#> HP1504901_F10 2 0.000
#> HP1504901_G15 2 0.000
#> HP1504901_H2 2 0.000
#> HP1504901_G18 2 0.000
#> HP1504901_N19 2 0.000
#> HP1504901_C10 2 0.000
#> HP1504901_I22 2 0.000
#> HP1504901_B21 2 0.000
#> HP1504901_N7 2 0.253
#> HP1504901_C14 2 0.249
#> HP1504901_A10 2 0.000
#> HP1504901_I13 3 0.000
#> HP1504901_C23 2 0.000
#> HP1504901_E2 3 0.000
#> HP1504901_D21 2 0.000
#> HP1504901_G19 2 0.000
#> HP1504901_N21 3 0.000
#> HP1504901_L9 2 0.000
#> HP1504901_N23 2 0.000
#> HP1504901_F3 2 0.000
#> HP1525301T2D_G11 1 0.000
#> HP1525301T2D_A6 1 0.000
#> HP1508501T2D_P4 1 0.000
#> HP1525301T2D_F15 1 0.000
#> HP1525301T2D_C16 1 0.000
#> HP1526901T2D_J6 1 0.000
#> HP1525301T2D_B4 1 0.000
#> HP1525301T2D_B5 1 0.000
#> HP1525301T2D_C2 1 0.000
#> HP1525301T2D_B11 1 0.000
#> HP1526901T2D_O12 3 0.000
#> HP1526901T2D_F4 1 0.000
#> HP1525301T2D_B23 1 0.000
#> HP1525301T2D_P8 1 0.000
#> HP1526901T2D_J8 1 0.000
#> HP1525301T2D_M22 3 0.000
#> HP1525301T2D_C1 1 0.000
#> HP1525301T2D_J2 1 0.000
#> HP1525301T2D_N7 1 0.000
#> HP1525301T2D_G15 1 0.000
#> HP1525301T2D_O18 1 0.000
#> HP1525301T2D_O2 1 0.000
#> HP1526901T2D_P17 1 0.253
#> HP1525301T2D_F2 1 0.000
#> HP1525301T2D_I11 3 0.000
#> HP1525301T2D_I5 1 0.000
#> HP1525301T2D_L15 1 0.000
#> HP1526901T2D_G11 3 0.000
#> HP1526901T2D_P2 1 0.000
#> HP1525301T2D_A9 1 0.000
#> HP1526901T2D_F1 1 0.000
#> HP1525301T2D_P17 1 0.000
#> HP1525301T2D_B15 1 0.000
#> HP1525301T2D_N8 1 0.000
#> HP1525301T2D_J18 1 0.000
#> HP1525301T2D_F4 1 0.000
#> HP1526901T2D_P7 1 0.000
#> HP1526901T2D_L17 1 0.000
#> HP1526901T2D_O13 1 0.000
#> HP1525301T2D_J8 1 0.000
#> HP1526901T2D_M14 3 0.000
#> HP1525301T2D_N18 1 0.000
#> HP1525301T2D_C5 1 0.000
#> HP1526901T2D_P8 3 0.000
#> HP1525301T2D_B8 1 0.000
#> HP1525301T2D_P11 1 0.000
#> HP1525301T2D_P18 1 0.000
#> HP1525301T2D_O6 1 0.000
#> HP1525301T2D_C8 1 0.000
#> HP1525301T2D_A16 1 0.000
#> HP1526901T2D_P11 1 0.000
#> HP1526901T2D_P10 1 0.000
#> HP1525301T2D_P15 3 0.000
#> HP1525301T2D_L17 1 0.000
#> HP1525301T2D_K7 3 0.000
#> HP1525301T2D_G1 1 0.000
#> HP1525301T2D_A7 1 0.000
#> HP1525301T2D_J19 1 0.000
#> HP1525301T2D_G18 1 0.000
#> HP1526901T2D_C24 1 0.000
#> HP1526901T2D_P18 1 0.000
#> HP1526901T2D_P4 1 0.000
#> HP1525301T2D_A3 1 0.000
#> HP1525301T2D_O5 1 0.000
#> HP1525301T2D_G8 1 0.000
#> HP1525301T2D_O13 1 0.000
#> HP1526901T2D_D17 1 0.249
#> HP1525301T2D_O11 1 0.000
#> HP1525301T2D_E8 1 0.000
get_classes(res, k = 4)
#> class p
#> HP1502401_J14 2 0.000
#> HP1502401_B14 2 0.000
#> HP1502401_G14 2 0.751
#> HP1502401_H14 2 0.000
#> HP1502401_F17 4 0.000
#> HP1504101T2D_H7 3 0.000
#> HP1502401_J22 2 0.000
#> HP1502401_M15 2 0.000
#> HP1502401_K19 2 0.000
#> HP1502401_H22 2 0.000
#> HP1502401_K17 4 0.000
#> HP1502401_N17 2 0.000
#> HP1504101T2D_B24 1 0.253
#> HP1504101T2D_I1 2 0.000
#> HP1502401_H7 4 1.000
#> HP1504101T2D_O13 2 0.000
#> HP1502401_B7 2 0.000
#> HP1502401_L3 2 0.000
#> HP1502401_D17 2 0.000
#> HP1502401_H11 2 0.000
#> HP1502401_K15 4 0.253
#> HP1502401_G10 2 0.000
#> HP1504101T2D_D8 2 0.000
#> HP1502401_L17 2 0.000
#> HP1504101T2D_I7 1 1.000
#> HP1502401_L16 2 0.000
#> HP1504101T2D_E19 2 0.000
#> HP1502401_E22 2 0.000
#> HP1502401_M4 2 0.000
#> HP1502401_D7 2 1.000
#> HP1502401_O21 2 0.000
#> HP1502401_M10 1 1.000
#> HP1502401_I7 4 0.000
#> HP1502401_O6 4 0.249
#> HP1502401_J11 2 0.000
#> HP1502401_K3 2 0.000
#> HP1502401_F22 2 0.000
#> HP1502401_I16 2 1.000
#> HP1502401_B24 2 0.000
#> HP1504101T2D_G9 2 0.751
#> HP1502401_N12 2 0.000
#> HP1504101T2D_E10 2 0.249
#> HP1502401_N4 2 0.000
#> HP1502401_O24 2 0.249
#> HP1502401_B20 4 0.000
#> HP1502401_K23 2 0.000
#> HP1502401_D8 2 0.000
#> HP1502401_G6 2 0.000
#> HP1502401_L7 2 0.000
#> HP1502401_B22 4 0.000
#> HP1502401_I9 2 0.000
#> HP1502401_G12 4 0.249
#> HP1502401_K1 4 0.253
#> HP1502401_D22 2 0.000
#> HP1502401_A15 2 0.000
#> HP1504101T2D_B3 4 0.249
#> HP1504101T2D_I19 4 1.000
#> HP1504101T2D_C9 2 0.000
#> HP1502401_O8 1 0.000
#> HP1502401_G3 1 1.000
#> HP1502401_I18 4 1.000
#> HP1502401_J7 3 0.000
#> HP1502401_N9 1 0.747
#> HP1502401_F15 2 0.000
#> HP1504101T2D_E3 4 0.751
#> HP1502401_K12 1 1.000
#> HP1502401_B1 2 0.000
#> HP1502401_B11 4 1.000
#> HP1502401_F24 2 0.000
#> HP1504101T2D_M8 2 0.000
#> HP1502401_O17 2 0.751
#> HP1504101T2D_J14 4 1.000
#> HP1502401_F9 2 0.000
#> HP1504101T2D_H4 2 0.000
#> HP1502401_F16 2 0.000
#> HP1504101T2D_I2 4 0.000
#> HP1502401_I12 3 0.000
#> HP1502401_K11 1 1.000
#> HP1502401_B10 4 1.000
#> HP1502401_C21 2 0.000
#> HP1502401_N21 2 0.000
#> HP1502401_A10 2 0.000
#> HP1502401_J12 2 0.000
#> HP1502401_O3 4 1.000
#> HP1502401_H18 3 0.000
#> HP1502401_E3 2 0.000
#> AZ_A2 2 0.000
#> AZ_A12 2 0.000
#> AZ_A8 2 0.000
#> AZ_D3 2 0.000
#> AZ_H5 2 0.000
#> AZ_G4 2 0.000
#> AZ_G10 2 0.000
#> AZ_D6 2 0.000
#> AZ_H1 4 0.000
#> AZ_G3 2 0.000
#> AZ_H11 2 0.000
#> AZ_D9 4 0.000
#> AZ_G5 2 0.000
#> AZ_H2 4 0.000
#> AZ_F5 3 0.000
#> AZ_E3 3 0.000
#> AZ_G2 4 0.751
#> AZ_H6 4 0.000
#> AZ_H12 4 0.000
#> AZ_D12 2 0.000
#> AZ_F2 2 0.000
#> AZ_G1 2 0.000
#> AZ_E9 2 0.000
#> AZ_H9 4 0.000
#> AZ_D2 2 0.000
#> HP1508501T2D_M1 3 0.751
#> HP1508501T2D_I2 1 0.000
#> HP1508501T2D_K1 1 0.000
#> HP1508501T2D_C20 1 0.000
#> HP1508501T2D_M9 1 0.000
#> HP1508501T2D_O4 1 0.000
#> HP1508501T2D_E24 1 0.000
#> HP1508501T2D_M20 1 0.000
#> HP1508501T2D_E6 1 0.000
#> HP1508501T2D_E14 1 0.000
#> HP1508501T2D_A10 1 0.000
#> HP1508501T2D_H22 1 0.000
#> HP1508501T2D_I20 1 0.000
#> HP1508501T2D_B5 1 0.000
#> HP1508501T2D_C14 1 0.000
#> HP1508501T2D_F14 3 0.000
#> HP1508501T2D_D6 1 0.000
#> HP1508501T2D_P11 1 0.000
#> HP1508501T2D_L16 1 0.000
#> HP1508501T2D_P9 1 0.000
#> HP1508501T2D_O14 1 0.000
#> HP1508501T2D_D1 1 0.249
#> HP1508501T2D_C9 3 0.000
#> HP1508501T2D_K21 1 0.000
#> HP1508501T2D_J9 1 0.000
#> HP1508501T2D_B11 1 0.000
#> HP1508501T2D_E10 1 0.000
#> HP1508501T2D_N20 1 0.000
#> HP1508501T2D_M4 1 0.000
#> HP1508501T2D_F1 1 0.000
#> HP1508501T2D_H12 3 0.000
#> HP1508501T2D_M16 3 0.000
#> HP1508501T2D_B20 1 0.000
#> HP1508501T2D_B4 1 0.000
#> HP1508501T2D_K12 1 0.000
#> HP1508501T2D_I23 1 0.000
#> HP1508501T2D_B22 1 0.498
#> HP1508501T2D_F9 1 0.000
#> HP1508501T2D_I14 1 0.000
#> HP1508501T2D_H23 1 0.000
#> HP1508501T2D_D13 1 0.000
#> HP1508501T2D_C16 1 0.000
#> HP1508501T2D_G6 1 0.000
#> HP1508501T2D_J5 1 0.000
#> HP1508501T2D_K24 1 0.000
#> HP1508501T2D_M5 1 0.000
#> HP1508501T2D_P6 1 0.000
#> HP1508501T2D_H15 4 1.000
#> HP1508501T2D_A15 1 0.000
#> HP1508501T2D_H14 1 0.502
#> HP1508501T2D_K9 1 0.000
#> HP1506401_I2 1 0.000
#> HP1506401_K1 1 0.000
#> HP1506401_K12 1 0.000
#> HP1506401_C9 1 0.000
#> HP1506401_F13 1 0.000
#> HP1506401_L7 1 0.000
#> HP1506401_A5 1 0.000
#> HP1506401_O3 1 0.000
#> HP1506401_L17 1 0.000
#> HP1506401_N15 1 0.000
#> HP1506401_P3 1 0.000
#> HP1506401_F3 1 0.751
#> HP1506401_M12 1 0.000
#> HP1506401_L2 1 0.000
#> HP1506401_G6 1 0.000
#> HP1506401_G13 1 0.000
#> HP1506401_F20 1 0.000
#> HP1506401_A14 1 0.000
#> HP1507101_G16 1 0.000
#> HP1507101_M12 1 0.000
#> HP1507101_O23 1 0.000
#> HP1507101_N12 1 0.000
#> HP1507101_P14 1 0.000
#> HP1507101_O17 1 1.000
#> HP1507101_O20 1 0.000
#> HP1507101_I10 1 0.000
#> HP1507101_H20 1 0.000
#> HP1507101_K6 1 0.000
#> HP1507101_F19 1 0.000
#> HP1507101_G6 1 0.000
#> HP1507101_F14 1 0.000
#> HP1507101_O4 1 0.000
#> HP1507101_O5 1 0.000
#> HP1507101_A22 1 0.000
#> HP1507101_A20 1 0.000
#> HP1507101_G4 1 0.000
#> HP1507101_N5 1 0.000
#> HP1507101_K23 1 0.000
#> HP1507101_F11 1 0.000
#> HP1507101_P12 1 0.000
#> HP1507101_F20 1 0.000
#> HP1507101_I16 1 0.000
#> HP1507101_B18 1 0.000
#> HP1507101_D22 1 0.000
#> HP1507101_O10 1 0.000
#> HP1507101_J14 1 0.000
#> HP1507101_E20 1 0.000
#> HP1507101_L8 3 0.000
#> HP1507101_E6 1 0.000
#> HP1507101_J18 1 0.000
#> HP1507101_D19 1 0.000
#> HP1507101_I23 1 0.000
#> HP1507101_A12 1 0.000
#> HP1507101_L18 1 0.000
#> HP1507101_L3 1 0.000
#> HP1507101_K4 1 0.000
#> HP1507101_F3 1 0.000
#> HP1507101_D7 1 0.000
#> HP1507101_P18 1 0.000
#> HP1507101_P17 1 0.000
#> HP1507101_C20 1 0.000
#> HP1507101_J19 1 0.000
#> HP1507101_J1 1 0.000
#> HP1507101_O24 1 1.000
#> HP1507101_P21 1 0.000
#> HP1507101_F18 1 0.000
#> HP1507101_D21 1 0.000
#> HP1507101_D16 1 0.000
#> HP1507101_G20 1 0.000
#> HP1507101_N20 1 0.000
#> HP1507101_P6 1 0.000
#> HP1507101_O3 1 0.000
#> HP1507101_L16 1 0.000
#> HP1507101_N13 1 0.000
#> HP1507101_C5 1 0.000
#> HP1507101_B4 1 0.000
#> HP1507101_M8 1 0.000
#> HP1507101_D5 1 0.000
#> HP1507101_G11 1 0.000
#> HP1507101_B12 1 0.000
#> HP1507101_C12 1 0.000
#> HP1507101_N2 1 0.000
#> HP1507101_O7 1 0.000
#> HP1507101_D23 1 0.000
#> HP1507101_D11 1 0.000
#> HP1507101_P15 3 0.000
#> HP1507101_M20 1 0.000
#> HP1507101_B16 1 0.000
#> HP1507101_O13 1 0.000
#> HP1507101_E7 1 0.000
#> HP1507101_B11 1 0.000
#> HP1507101_G9 1 0.000
#> HP1507101_K24 1 0.000
#> HP1507101_B20 1 0.000
#> HP1507101_E18 3 0.000
#> HP1507101_L21 1 0.000
#> HP1507101_J22 1 0.000
#> HP1509101_G19 1 0.000
#> HP1509101_J12 1 0.000
#> HP1509101_A7 1 0.000
#> HP1509101_H1 1 0.000
#> HP1509101_B12 3 0.000
#> HP1509101_E4 1 0.498
#> HP1509101_G14 1 0.000
#> HP1509101_K9 1 0.000
#> HP1509101_P23 3 0.000
#> HP1509101_M12 1 0.000
#> HP1509101_P20 1 0.000
#> HP1509101_L19 1 0.000
#> HP1509101_N9 1 0.000
#> HP1509101_J8 1 0.000
#> HP1509101_O8 1 0.000
#> HP1509101_O13 1 0.000
#> HP1509101_H9 1 0.000
#> HP1509101_F4 1 0.000
#> HP1509101_O6 2 1.000
#> HP1509101_H13 1 0.000
#> HP1509101_I24 1 0.000
#> HP1509101_G16 1 0.000
#> HP1509101_G12 1 1.000
#> HP1509101_O4 1 0.000
#> HP1509101_G21 3 0.000
#> HP1504901_D15 2 0.498
#> HP1504901_O20 2 0.000
#> HP1504901_K20 2 0.000
#> HP1504901_L12 2 0.249
#> HP1504901_E16 2 0.000
#> HP1504901_N9 4 0.000
#> HP1504901_F14 2 0.000
#> HP1504901_I19 3 0.000
#> HP1504901_B15 4 0.000
#> HP1504901_L8 2 0.000
#> HP1504901_B3 4 1.000
#> HP1504901_A21 2 1.000
#> HP1504901_F15 4 0.000
#> HP1504901_N2 4 0.249
#> HP1504901_G20 4 0.000
#> HP1504901_H12 2 0.000
#> HP1504901_J12 4 0.000
#> HP1504901_D12 2 0.000
#> HP1504901_F2 2 0.000
#> HP1504901_G8 2 0.000
#> HP1504901_B22 2 0.000
#> HP1504901_F12 4 1.000
#> HP1504901_H10 4 0.000
#> HP1504901_O7 2 0.000
#> HP1504901_P14 2 0.000
#> HP1504901_H19 4 0.253
#> HP1504901_P21 2 0.000
#> HP1504901_G24 4 0.000
#> HP1504901_B8 2 0.751
#> HP1504901_N13 2 0.000
#> HP1504901_L20 2 0.000
#> HP1504901_K12 4 0.000
#> HP1504901_H22 2 0.000
#> HP1504901_C11 2 0.249
#> HP1504901_O1 4 0.000
#> HP1504901_B16 2 0.000
#> HP1504901_L17 2 0.000
#> HP1504901_O18 2 0.000
#> HP1504901_C17 2 0.000
#> HP1504901_B11 2 0.000
#> HP1504901_F17 2 0.000
#> HP1504901_D6 4 0.249
#> HP1504901_D18 2 0.000
#> HP1504901_K19 2 0.000
#> HP1504901_F6 2 0.000
#> HP1504901_D16 2 0.000
#> HP1504901_H14 2 0.502
#> HP1504901_M3 4 0.000
#> HP1504901_F1 4 0.000
#> HP1504901_O8 2 0.000
#> HP1504901_I17 3 0.000
#> HP1504901_B13 2 0.000
#> HP1504901_C2 3 0.000
#> HP1504901_B20 2 0.000
#> HP1504901_O14 3 0.000
#> HP1504901_M12 4 0.000
#> HP1504901_H17 2 0.000
#> HP1504901_H4 2 0.000
#> HP1504901_B24 3 0.000
#> HP1504901_H5 2 0.000
#> HP1504901_B1 4 0.000
#> HP1504901_F11 2 1.000
#> HP1504901_F23 4 0.000
#> HP1504901_G9 2 0.000
#> HP1504901_O21 2 0.000
#> HP1504901_E24 2 0.000
#> HP1504901_G12 2 0.249
#> HP1504901_A16 4 0.000
#> HP1504901_A14 4 0.000
#> HP1504901_P9 3 0.000
#> HP1504901_O9 2 0.000
#> HP1504901_P3 3 0.000
#> HP1504901_G3 4 0.751
#> HP1504901_F5 2 0.000
#> HP1504901_M19 3 0.000
#> HP1504901_A23 3 0.000
#> HP1504901_P18 3 0.000
#> HP1504901_P16 4 0.000
#> HP1504901_E9 3 0.000
#> HP1504901_C16 2 0.000
#> HP1504901_G21 4 0.000
#> HP1504901_A5 4 0.000
#> HP1504901_J24 3 0.000
#> HP1504901_A3 4 0.000
#> HP1504901_L18 2 0.000
#> HP1504901_H11 2 0.000
#> HP1504901_I24 4 0.000
#> HP1504901_E18 2 0.000
#> HP1504901_H6 4 0.000
#> HP1504901_J17 2 0.000
#> HP1504901_N1 4 0.000
#> HP1504901_B4 2 0.000
#> HP1504901_J7 2 0.000
#> HP1504901_B7 2 0.000
#> HP1504901_J18 3 0.000
#> HP1504901_A22 3 0.000
#> HP1504901_D22 2 0.000
#> HP1504901_G4 2 0.000
#> HP1504901_D9 2 0.000
#> HP1504901_J15 2 1.000
#> HP1504901_K14 2 0.000
#> HP1504901_N15 4 0.498
#> HP1504901_C13 2 1.000
#> HP1504901_B23 4 0.000
#> HP1504901_F19 2 0.000
#> HP1504901_K22 2 0.000
#> HP1504901_O5 2 0.000
#> HP1504901_J9 2 0.000
#> HP1504901_M4 4 0.249
#> HP1504901_G10 3 0.000
#> HP1504901_O17 2 0.000
#> HP1504901_A19 2 0.000
#> HP1504901_D5 2 0.000
#> HP1504901_D1 4 0.000
#> HP1504901_F16 3 0.000
#> HP1504901_B6 4 0.000
#> HP1504901_E23 2 0.000
#> HP1504901_N8 2 0.000
#> HP1504901_N12 2 0.000
#> HP1504901_H8 2 0.000
#> HP1504901_L1 4 0.000
#> HP1504901_B9 2 0.000
#> HP1504901_O10 2 0.000
#> HP1504901_M11 3 0.000
#> HP1504901_F20 2 0.000
#> HP1504901_O6 2 0.000
#> HP1504901_D4 3 0.000
#> HP1504901_L13 4 0.000
#> HP1504901_L22 2 0.000
#> HP1504901_O24 2 0.000
#> HP1504901_G13 2 0.000
#> HP1504901_J22 2 0.000
#> HP1504901_L14 2 0.000
#> HP1504901_A2 2 1.000
#> HP1504901_L3 4 0.000
#> HP1504901_I3 2 0.000
#> HP1504901_A9 4 0.000
#> HP1504901_I21 2 0.000
#> HP1504901_G6 4 0.000
#> HP1504901_O16 2 0.000
#> HP1504901_E14 2 0.000
#> HP1504901_N24 2 0.000
#> HP1504901_D17 2 0.000
#> HP1504901_K6 2 1.000
#> HP1504901_I18 2 0.000
#> HP1504901_E21 2 0.000
#> HP1504901_H18 2 0.000
#> HP1504901_J6 2 0.000
#> HP1504901_I2 4 0.000
#> HP1504901_D14 4 1.000
#> HP1504901_G16 2 0.000
#> HP1504901_P20 2 0.000
#> HP1504901_M18 2 0.000
#> HP1504901_J3 2 0.000
#> HP1504901_D7 2 0.000
#> HP1504901_B10 2 0.000
#> HP1504901_H1 4 0.000
#> HP1504901_J5 3 0.751
#> HP1504901_K5 2 0.000
#> HP1504901_F10 2 0.000
#> HP1504901_G15 4 0.498
#> HP1504901_H2 4 0.000
#> HP1504901_G18 2 0.000
#> HP1504901_N19 2 0.000
#> HP1504901_C10 2 0.000
#> HP1504901_I22 4 0.249
#> HP1504901_B21 2 0.000
#> HP1504901_N7 4 0.000
#> HP1504901_C14 4 0.000
#> HP1504901_A10 4 0.000
#> HP1504901_I13 3 0.000
#> HP1504901_C23 4 0.000
#> HP1504901_E2 3 0.000
#> HP1504901_D21 2 0.000
#> HP1504901_G19 2 0.000
#> HP1504901_N21 3 0.000
#> HP1504901_L9 4 0.000
#> HP1504901_N23 4 1.000
#> HP1504901_F3 2 0.000
#> HP1525301T2D_G11 1 0.000
#> HP1525301T2D_A6 1 0.000
#> HP1508501T2D_P4 1 0.000
#> HP1525301T2D_F15 1 0.000
#> HP1525301T2D_C16 1 0.000
#> HP1526901T2D_J6 1 1.000
#> HP1525301T2D_B4 1 0.498
#> HP1525301T2D_B5 1 0.249
#> HP1525301T2D_C2 1 0.000
#> HP1525301T2D_B11 1 0.000
#> HP1526901T2D_O12 3 0.000
#> HP1526901T2D_F4 4 1.000
#> HP1525301T2D_B23 1 1.000
#> HP1525301T2D_P8 1 0.253
#> HP1526901T2D_J8 1 1.000
#> HP1525301T2D_M22 3 0.000
#> HP1525301T2D_C1 1 0.000
#> HP1525301T2D_J2 1 0.000
#> HP1525301T2D_N7 1 0.000
#> HP1525301T2D_G15 1 0.000
#> HP1525301T2D_O18 1 0.000
#> HP1525301T2D_O2 4 1.000
#> HP1526901T2D_P17 1 0.747
#> HP1525301T2D_F2 1 0.249
#> HP1525301T2D_I11 3 0.000
#> HP1525301T2D_I5 1 0.000
#> HP1525301T2D_L15 1 0.000
#> HP1526901T2D_G11 3 0.000
#> HP1526901T2D_P2 1 1.000
#> HP1525301T2D_A9 1 1.000
#> HP1526901T2D_F1 1 1.000
#> HP1525301T2D_P17 1 0.000
#> HP1525301T2D_B15 1 0.751
#> HP1525301T2D_N8 4 1.000
#> HP1525301T2D_J18 1 0.249
#> HP1525301T2D_F4 1 0.751
#> HP1526901T2D_P7 1 1.000
#> HP1526901T2D_L17 1 1.000
#> HP1526901T2D_O13 1 0.747
#> HP1525301T2D_J8 1 0.000
#> HP1526901T2D_M14 3 0.000
#> HP1525301T2D_N18 1 0.751
#> HP1525301T2D_C5 1 0.000
#> HP1526901T2D_P8 3 0.000
#> HP1525301T2D_B8 1 0.751
#> HP1525301T2D_P11 1 0.000
#> HP1525301T2D_P18 1 0.502
#> HP1525301T2D_O6 1 0.000
#> HP1525301T2D_C8 1 0.000
#> HP1525301T2D_A16 1 1.000
#> HP1526901T2D_P11 1 1.000
#> HP1526901T2D_P10 1 0.747
#> HP1525301T2D_P15 3 0.000
#> HP1525301T2D_L17 1 0.498
#> HP1525301T2D_K7 1 1.000
#> HP1525301T2D_G1 1 0.000
#> HP1525301T2D_A7 1 0.249
#> HP1525301T2D_J19 1 0.000
#> HP1525301T2D_G18 1 0.000
#> HP1526901T2D_C24 1 0.502
#> HP1526901T2D_P18 1 1.000
#> HP1526901T2D_P4 1 1.000
#> HP1525301T2D_A3 1 0.000
#> HP1525301T2D_O5 1 0.000
#> HP1525301T2D_G8 1 0.000
#> HP1525301T2D_O13 1 1.000
#> HP1526901T2D_D17 1 0.751
#> HP1525301T2D_O11 1 1.000
#> HP1525301T2D_E8 1 0.498
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 509 6.02e-05 4.60e-28 1.76e-19 2
#> ATC:skmeans 503 6.73e-83 1.69e-25 2.08e-14 3
#> ATC:skmeans 432 8.27e-73 2.67e-15 7.47e-07 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node021. Child nodes: Node01221-leaf , Node01222-leaf , Node02111 , Node02112 , Node02121 , Node02122 , Node02211 , Node02212-leaf , Node02213-leaf , Node02221 , Node02222 , Node02223-leaf , Node02231-leaf , Node02232-leaf , Node02233-leaf , Node02234-leaf , Node02311-leaf , Node02312 , Node02313-leaf , Node02321-leaf , Node02322-leaf , Node02323-leaf , Node02324-leaf , Node02331-leaf , Node02332-leaf , Node02411-leaf , Node02412-leaf , Node02421-leaf , Node02422 , Node02423-leaf , Node02431-leaf , Node02432-leaf , Node02433-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["0211"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11972 rows and 243 columns.
#> Top rows (1197) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 2.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.979 0.992 0.482 0.518 0.518
#> 3 3 0.743 0.753 0.897 0.246 0.869 0.753
#> 4 4 0.898 0.878 0.945 0.143 0.862 0.678
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 2
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1504101T2D_B24 1 0.000 0.993 1.00 0.00
#> HP1502401_H7 2 0.760 0.717 0.22 0.78
#> HP1504101T2D_I7 2 0.000 0.989 0.00 1.00
#> HP1502401_M10 1 0.000 0.993 1.00 0.00
#> HP1502401_I7 2 0.990 0.217 0.44 0.56
#> HP1502401_O6 2 0.000 0.989 0.00 1.00
#> HP1504101T2D_G9 2 0.000 0.989 0.00 1.00
#> HP1502401_B20 1 0.000 0.993 1.00 0.00
#> HP1502401_K1 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_I19 1 0.000 0.993 1.00 0.00
#> HP1502401_O8 1 0.000 0.993 1.00 0.00
#> HP1502401_G3 1 0.000 0.993 1.00 0.00
#> HP1502401_N9 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_E3 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_J14 2 0.000 0.989 0.00 1.00
#> HP1504101T2D_I2 1 0.000 0.993 1.00 0.00
#> HP1502401_K11 1 0.000 0.993 1.00 0.00
#> HP1502401_B10 2 0.000 0.989 0.00 1.00
#> HP1502401_O3 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_I2 2 0.925 0.487 0.34 0.66
#> HP1508501T2D_K1 2 0.000 0.989 0.00 1.00
#> HP1508501T2D_C20 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_M9 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_O4 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_E24 2 0.000 0.989 0.00 1.00
#> HP1508501T2D_M20 2 0.000 0.989 0.00 1.00
#> HP1508501T2D_E6 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_E14 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_A10 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_H22 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_I20 2 0.000 0.989 0.00 1.00
#> HP1508501T2D_B5 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_C14 2 0.000 0.989 0.00 1.00
#> HP1508501T2D_D6 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_P11 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_L16 2 0.000 0.989 0.00 1.00
#> HP1508501T2D_P9 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_O14 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_D1 2 0.000 0.989 0.00 1.00
#> HP1508501T2D_K21 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_J9 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_B11 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_E10 2 0.000 0.989 0.00 1.00
#> HP1508501T2D_N20 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_M4 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_F1 2 0.000 0.989 0.00 1.00
#> HP1508501T2D_B20 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_B4 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_K12 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_I23 2 0.000 0.989 0.00 1.00
#> HP1508501T2D_B22 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_F9 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_I14 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_H23 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_D13 2 0.000 0.989 0.00 1.00
#> HP1508501T2D_C16 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_G6 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_J5 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_K24 2 0.000 0.989 0.00 1.00
#> HP1508501T2D_M5 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_P6 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_H15 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_A15 2 0.000 0.989 0.00 1.00
#> HP1508501T2D_H14 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_K9 1 0.000 0.993 1.00 0.00
#> HP1506401_I2 1 0.000 0.993 1.00 0.00
#> HP1506401_K1 2 0.000 0.989 0.00 1.00
#> HP1506401_K12 1 0.000 0.993 1.00 0.00
#> HP1506401_C9 2 0.000 0.989 0.00 1.00
#> HP1506401_F13 1 0.000 0.993 1.00 0.00
#> HP1506401_L7 1 0.000 0.993 1.00 0.00
#> HP1506401_A5 1 0.000 0.993 1.00 0.00
#> HP1506401_O3 1 0.000 0.993 1.00 0.00
#> HP1506401_L17 2 0.000 0.989 0.00 1.00
#> HP1506401_N15 1 0.000 0.993 1.00 0.00
#> HP1506401_P3 1 0.000 0.993 1.00 0.00
#> HP1506401_M12 2 0.000 0.989 0.00 1.00
#> HP1506401_L2 1 0.904 0.526 0.68 0.32
#> HP1506401_G6 2 0.000 0.989 0.00 1.00
#> HP1506401_G13 1 0.000 0.993 1.00 0.00
#> HP1506401_F20 1 0.000 0.993 1.00 0.00
#> HP1506401_A14 1 0.000 0.993 1.00 0.00
#> HP1507101_G16 1 0.000 0.993 1.00 0.00
#> HP1507101_M12 1 0.000 0.993 1.00 0.00
#> HP1507101_O23 1 0.000 0.993 1.00 0.00
#> HP1507101_N12 1 0.000 0.993 1.00 0.00
#> HP1507101_P14 1 0.000 0.993 1.00 0.00
#> HP1507101_O17 1 0.000 0.993 1.00 0.00
#> HP1507101_O20 1 0.000 0.993 1.00 0.00
#> HP1507101_I10 1 0.000 0.993 1.00 0.00
#> HP1507101_H20 1 0.000 0.993 1.00 0.00
#> HP1507101_K6 1 0.000 0.993 1.00 0.00
#> HP1507101_F19 1 0.000 0.993 1.00 0.00
#> HP1507101_G6 1 0.000 0.993 1.00 0.00
#> HP1507101_F14 2 0.000 0.989 0.00 1.00
#> HP1507101_O4 1 0.000 0.993 1.00 0.00
#> HP1507101_O5 1 0.000 0.993 1.00 0.00
#> HP1507101_A22 1 0.000 0.993 1.00 0.00
#> HP1507101_A20 1 0.000 0.993 1.00 0.00
#> HP1507101_G4 1 0.000 0.993 1.00 0.00
#> HP1507101_N5 1 0.000 0.993 1.00 0.00
#> HP1507101_K23 1 0.000 0.993 1.00 0.00
#> HP1507101_F11 1 0.000 0.993 1.00 0.00
#> HP1507101_P12 1 0.795 0.682 0.76 0.24
#> HP1507101_F20 1 0.000 0.993 1.00 0.00
#> HP1507101_I16 2 0.000 0.989 0.00 1.00
#> HP1507101_B18 2 0.000 0.989 0.00 1.00
#> HP1507101_D22 2 0.000 0.989 0.00 1.00
#> HP1507101_O10 1 0.000 0.993 1.00 0.00
#> HP1507101_J14 1 0.000 0.993 1.00 0.00
#> HP1507101_E20 1 0.000 0.993 1.00 0.00
#> HP1507101_E6 1 0.000 0.993 1.00 0.00
#> HP1507101_J18 1 0.000 0.993 1.00 0.00
#> HP1507101_D19 1 0.000 0.993 1.00 0.00
#> HP1507101_I23 1 0.000 0.993 1.00 0.00
#> HP1507101_A12 1 0.000 0.993 1.00 0.00
#> HP1507101_L18 2 0.000 0.989 0.00 1.00
#> HP1507101_L3 1 0.000 0.993 1.00 0.00
#> HP1507101_K4 1 0.000 0.993 1.00 0.00
#> HP1507101_F3 1 0.000 0.993 1.00 0.00
#> HP1507101_D7 1 0.000 0.993 1.00 0.00
#> HP1507101_P18 1 0.000 0.993 1.00 0.00
#> HP1507101_P17 2 0.000 0.989 0.00 1.00
#> HP1507101_C20 1 0.000 0.993 1.00 0.00
#> HP1507101_J19 1 0.000 0.993 1.00 0.00
#> HP1507101_J1 1 0.000 0.993 1.00 0.00
#> HP1507101_O24 1 0.000 0.993 1.00 0.00
#> HP1507101_P21 2 0.000 0.989 0.00 1.00
#> HP1507101_F18 1 0.000 0.993 1.00 0.00
#> HP1507101_D21 1 0.000 0.993 1.00 0.00
#> HP1507101_D16 1 0.000 0.993 1.00 0.00
#> HP1507101_G20 1 0.000 0.993 1.00 0.00
#> HP1507101_N20 1 0.000 0.993 1.00 0.00
#> HP1507101_P6 1 0.000 0.993 1.00 0.00
#> HP1507101_O3 1 0.000 0.993 1.00 0.00
#> HP1507101_L16 2 0.000 0.989 0.00 1.00
#> HP1507101_N13 1 0.000 0.993 1.00 0.00
#> HP1507101_C5 1 0.000 0.993 1.00 0.00
#> HP1507101_B4 2 0.000 0.989 0.00 1.00
#> HP1507101_M8 1 0.000 0.993 1.00 0.00
#> HP1507101_D5 2 0.000 0.989 0.00 1.00
#> HP1507101_G11 1 0.000 0.993 1.00 0.00
#> HP1507101_B12 1 0.000 0.993 1.00 0.00
#> HP1507101_C12 2 0.000 0.989 0.00 1.00
#> HP1507101_N2 1 0.000 0.993 1.00 0.00
#> HP1507101_O7 1 0.000 0.993 1.00 0.00
#> HP1507101_D23 1 0.000 0.993 1.00 0.00
#> HP1507101_D11 1 0.000 0.993 1.00 0.00
#> HP1507101_M20 2 0.000 0.989 0.00 1.00
#> HP1507101_B16 1 0.000 0.993 1.00 0.00
#> HP1507101_O13 2 0.000 0.989 0.00 1.00
#> HP1507101_E7 1 0.000 0.993 1.00 0.00
#> HP1507101_B11 1 0.000 0.993 1.00 0.00
#> HP1507101_G9 1 0.000 0.993 1.00 0.00
#> HP1507101_K24 1 0.000 0.993 1.00 0.00
#> HP1507101_B20 1 0.000 0.993 1.00 0.00
#> HP1507101_L21 1 0.000 0.993 1.00 0.00
#> HP1507101_J22 1 0.000 0.993 1.00 0.00
#> HP1509101_G19 1 0.000 0.993 1.00 0.00
#> HP1509101_J12 1 0.000 0.993 1.00 0.00
#> HP1509101_A7 1 0.000 0.993 1.00 0.00
#> HP1509101_H1 1 0.000 0.993 1.00 0.00
#> HP1509101_E4 1 0.000 0.993 1.00 0.00
#> HP1509101_G14 1 0.000 0.993 1.00 0.00
#> HP1509101_K9 2 0.000 0.989 0.00 1.00
#> HP1509101_M12 1 0.000 0.993 1.00 0.00
#> HP1509101_P20 1 0.000 0.993 1.00 0.00
#> HP1509101_L19 1 0.000 0.993 1.00 0.00
#> HP1509101_N9 1 0.000 0.993 1.00 0.00
#> HP1509101_J8 1 0.000 0.993 1.00 0.00
#> HP1509101_O8 1 0.000 0.993 1.00 0.00
#> HP1509101_O13 1 0.000 0.993 1.00 0.00
#> HP1509101_H9 1 0.000 0.993 1.00 0.00
#> HP1509101_F4 1 0.000 0.993 1.00 0.00
#> HP1509101_H13 1 0.000 0.993 1.00 0.00
#> HP1509101_I24 2 0.000 0.989 0.00 1.00
#> HP1509101_G16 1 0.000 0.993 1.00 0.00
#> HP1509101_G12 1 0.000 0.993 1.00 0.00
#> HP1509101_O4 1 0.000 0.993 1.00 0.00
#> HP1504901_I24 1 0.000 0.993 1.00 0.00
#> HP1504901_M4 1 0.000 0.993 1.00 0.00
#> HP1504901_H1 1 0.000 0.993 1.00 0.00
#> HP1525301T2D_G11 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_A6 2 0.000 0.989 0.00 1.00
#> HP1508501T2D_P4 1 0.000 0.993 1.00 0.00
#> HP1525301T2D_F15 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_C16 2 0.000 0.989 0.00 1.00
#> HP1526901T2D_J6 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_B4 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_B5 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_C2 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_B11 2 0.000 0.989 0.00 1.00
#> HP1526901T2D_F4 1 0.000 0.993 1.00 0.00
#> HP1525301T2D_B23 1 0.000 0.993 1.00 0.00
#> HP1525301T2D_P8 2 0.000 0.989 0.00 1.00
#> HP1526901T2D_J8 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_C1 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_J2 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_N7 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_G15 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_O18 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_O2 2 0.000 0.989 0.00 1.00
#> HP1526901T2D_P17 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_F2 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_I5 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_L15 2 0.000 0.989 0.00 1.00
#> HP1526901T2D_P2 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_A9 2 0.000 0.989 0.00 1.00
#> HP1526901T2D_F1 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_P17 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_B15 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_N8 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_J18 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_F4 2 0.000 0.989 0.00 1.00
#> HP1526901T2D_P7 2 0.000 0.989 0.00 1.00
#> HP1526901T2D_L17 2 0.000 0.989 0.00 1.00
#> HP1526901T2D_O13 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_J8 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_N18 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_C5 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_B8 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_P11 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_P18 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_O6 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_C8 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_A16 2 0.000 0.989 0.00 1.00
#> HP1526901T2D_P11 2 0.000 0.989 0.00 1.00
#> HP1526901T2D_P10 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_L17 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_G1 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_A7 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_J19 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_G18 2 0.000 0.989 0.00 1.00
#> HP1526901T2D_C24 2 0.000 0.989 0.00 1.00
#> HP1526901T2D_P18 2 0.000 0.989 0.00 1.00
#> HP1526901T2D_P4 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_A3 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_O5 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_G8 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_O13 2 0.000 0.989 0.00 1.00
#> HP1526901T2D_D17 2 0.000 0.989 0.00 1.00
#> HP1525301T2D_O11 1 0.000 0.993 1.00 0.00
#> HP1525301T2D_E8 1 0.971 0.327 0.60 0.40
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1504101T2D_B24 1 0.0892 0.89005 0.98 0.00 0.02
#> HP1502401_H7 2 0.8626 0.30150 0.14 0.58 0.28
#> HP1504101T2D_I7 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1502401_M10 1 0.5016 0.63266 0.76 0.00 0.24
#> HP1502401_I7 3 0.8399 0.57076 0.22 0.16 0.62
#> HP1502401_O6 3 0.5397 0.49852 0.00 0.28 0.72
#> HP1504101T2D_G9 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1502401_B20 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1502401_K1 1 0.5216 0.60129 0.74 0.00 0.26
#> HP1504101T2D_I19 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1502401_O8 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1502401_G3 1 0.6302 -0.04347 0.52 0.00 0.48
#> HP1502401_N9 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1504101T2D_E3 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1504101T2D_J14 3 0.5016 0.52950 0.00 0.24 0.76
#> HP1504101T2D_I2 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1502401_K11 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1502401_B10 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1502401_O3 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_I2 3 0.9315 0.39442 0.26 0.22 0.52
#> HP1508501T2D_K1 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1508501T2D_C20 1 0.5216 0.60129 0.74 0.00 0.26
#> HP1508501T2D_M9 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_O4 1 0.6302 -0.04347 0.52 0.00 0.48
#> HP1508501T2D_E24 2 0.5948 0.48053 0.00 0.64 0.36
#> HP1508501T2D_M20 2 0.3686 0.78083 0.00 0.86 0.14
#> HP1508501T2D_E6 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_E14 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_A10 1 0.6309 -0.10795 0.50 0.00 0.50
#> HP1508501T2D_H22 1 0.4291 0.71864 0.82 0.00 0.18
#> HP1508501T2D_I20 2 0.5706 0.53972 0.00 0.68 0.32
#> HP1508501T2D_B5 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_C14 3 0.5397 0.50160 0.00 0.28 0.72
#> HP1508501T2D_D6 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_P11 1 0.5397 0.56758 0.72 0.00 0.28
#> HP1508501T2D_L16 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1508501T2D_P9 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_O14 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_D1 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1508501T2D_K21 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_J9 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_B11 1 0.0892 0.89308 0.98 0.00 0.02
#> HP1508501T2D_E10 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1508501T2D_N20 1 0.5216 0.60129 0.74 0.00 0.26
#> HP1508501T2D_M4 1 0.4002 0.74496 0.84 0.00 0.16
#> HP1508501T2D_F1 3 0.6280 0.15322 0.00 0.46 0.54
#> HP1508501T2D_B20 1 0.0892 0.89005 0.98 0.00 0.02
#> HP1508501T2D_B4 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_K12 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_I23 2 0.2066 0.87169 0.00 0.94 0.06
#> HP1508501T2D_B22 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_F9 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_I14 1 0.5016 0.63285 0.76 0.00 0.24
#> HP1508501T2D_H23 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_D13 2 0.5835 0.50958 0.00 0.66 0.34
#> HP1508501T2D_C16 1 0.6192 0.14056 0.58 0.00 0.42
#> HP1508501T2D_G6 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_J5 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_K24 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1508501T2D_M5 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_P6 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_H15 1 0.1529 0.87402 0.96 0.00 0.04
#> HP1508501T2D_A15 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1508501T2D_H14 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1508501T2D_K9 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1506401_I2 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1506401_K1 3 0.5216 0.51811 0.00 0.26 0.74
#> HP1506401_K12 3 0.6309 -0.00742 0.50 0.00 0.50
#> HP1506401_C9 2 0.0892 0.91294 0.00 0.98 0.02
#> HP1506401_F13 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1506401_L7 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1506401_A5 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1506401_O3 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1506401_L17 3 0.3340 0.55982 0.00 0.12 0.88
#> HP1506401_N15 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1506401_P3 3 0.6302 0.06165 0.48 0.00 0.52
#> HP1506401_M12 2 0.6280 0.27805 0.00 0.54 0.46
#> HP1506401_L2 3 0.6495 0.61189 0.20 0.06 0.74
#> HP1506401_G6 3 0.5397 0.50160 0.00 0.28 0.72
#> HP1506401_G13 3 0.6302 0.06165 0.48 0.00 0.52
#> HP1506401_F20 1 0.0892 0.89308 0.98 0.00 0.02
#> HP1506401_A14 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_G16 1 0.5948 0.40301 0.64 0.00 0.36
#> HP1507101_M12 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_O23 1 0.0892 0.89005 0.98 0.00 0.02
#> HP1507101_N12 3 0.6192 0.20973 0.42 0.00 0.58
#> HP1507101_P14 3 0.0000 0.56927 0.00 0.00 1.00
#> HP1507101_O17 1 0.0892 0.89308 0.98 0.00 0.02
#> HP1507101_O20 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_I10 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_H20 1 0.0892 0.89308 0.98 0.00 0.02
#> HP1507101_K6 1 0.0892 0.89308 0.98 0.00 0.02
#> HP1507101_F19 1 0.0892 0.89308 0.98 0.00 0.02
#> HP1507101_G6 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_F14 2 0.6280 0.08166 0.00 0.54 0.46
#> HP1507101_O4 1 0.0892 0.89308 0.98 0.00 0.02
#> HP1507101_O5 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_A22 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_A20 1 0.5216 0.60129 0.74 0.00 0.26
#> HP1507101_G4 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_N5 1 0.6302 -0.04347 0.52 0.00 0.48
#> HP1507101_K23 3 0.5216 0.55907 0.26 0.00 0.74
#> HP1507101_F11 1 0.6126 0.19718 0.60 0.00 0.40
#> HP1507101_P12 3 0.7310 0.32884 0.36 0.04 0.60
#> HP1507101_F20 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_I16 3 0.6302 -0.16273 0.00 0.48 0.52
#> HP1507101_B18 2 0.6192 0.35273 0.00 0.58 0.42
#> HP1507101_D22 3 0.5216 0.51811 0.00 0.26 0.74
#> HP1507101_O10 1 0.0892 0.89308 0.98 0.00 0.02
#> HP1507101_J14 1 0.0892 0.89308 0.98 0.00 0.02
#> HP1507101_E20 1 0.6192 0.24069 0.58 0.00 0.42
#> HP1507101_E6 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_J18 1 0.2959 0.81602 0.90 0.00 0.10
#> HP1507101_D19 1 0.0892 0.89005 0.98 0.00 0.02
#> HP1507101_I23 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_A12 1 0.6302 -0.04347 0.52 0.00 0.48
#> HP1507101_L18 3 0.5216 0.36466 0.00 0.26 0.74
#> HP1507101_L3 1 0.5397 0.56759 0.72 0.00 0.28
#> HP1507101_K4 1 0.0892 0.89308 0.98 0.00 0.02
#> HP1507101_F3 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_D7 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_P18 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_P17 2 0.6309 0.18007 0.00 0.50 0.50
#> HP1507101_C20 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_J19 1 0.0892 0.89005 0.98 0.00 0.02
#> HP1507101_J1 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_O24 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_P21 3 0.5397 0.50160 0.00 0.28 0.72
#> HP1507101_F18 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_D21 1 0.5216 0.60129 0.74 0.00 0.26
#> HP1507101_D16 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_G20 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_N20 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_P6 1 0.5560 0.53097 0.70 0.00 0.30
#> HP1507101_O3 3 0.5216 0.55907 0.26 0.00 0.74
#> HP1507101_L16 3 0.5216 0.51811 0.00 0.26 0.74
#> HP1507101_N13 3 0.5216 0.55907 0.26 0.00 0.74
#> HP1507101_C5 1 0.0892 0.89308 0.98 0.00 0.02
#> HP1507101_B4 2 0.4796 0.67699 0.00 0.78 0.22
#> HP1507101_M8 3 0.5948 0.42168 0.36 0.00 0.64
#> HP1507101_D5 3 0.6302 -0.16273 0.00 0.48 0.52
#> HP1507101_G11 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_B12 1 0.0892 0.89308 0.98 0.00 0.02
#> HP1507101_C12 3 0.5397 0.50160 0.00 0.28 0.72
#> HP1507101_N2 1 0.0892 0.89308 0.98 0.00 0.02
#> HP1507101_O7 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_D23 1 0.6302 -0.04347 0.52 0.00 0.48
#> HP1507101_D11 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_M20 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1507101_B16 3 0.6302 0.06165 0.48 0.00 0.52
#> HP1507101_O13 2 0.6280 0.28099 0.00 0.54 0.46
#> HP1507101_E7 1 0.0892 0.89308 0.98 0.00 0.02
#> HP1507101_B11 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_G9 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_K24 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1507101_B20 3 0.0000 0.56927 0.00 0.00 1.00
#> HP1507101_L21 1 0.2537 0.83749 0.92 0.00 0.08
#> HP1507101_J22 1 0.5560 0.53034 0.70 0.00 0.30
#> HP1509101_G19 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1509101_J12 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1509101_A7 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1509101_H1 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1509101_E4 1 0.0892 0.89005 0.98 0.00 0.02
#> HP1509101_G14 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1509101_K9 3 0.5397 0.50160 0.00 0.28 0.72
#> HP1509101_M12 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1509101_P20 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1509101_L19 1 0.6302 -0.04347 0.52 0.00 0.48
#> HP1509101_N9 3 0.6302 0.06165 0.48 0.00 0.52
#> HP1509101_J8 1 0.0892 0.89308 0.98 0.00 0.02
#> HP1509101_O8 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1509101_O13 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1509101_H9 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1509101_F4 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1509101_H13 3 0.6244 0.24945 0.44 0.00 0.56
#> HP1509101_I24 2 0.6126 0.37411 0.00 0.60 0.40
#> HP1509101_G16 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1509101_G12 1 0.0892 0.89005 0.98 0.00 0.02
#> HP1509101_O4 3 0.5216 0.55907 0.26 0.00 0.74
#> HP1504901_I24 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1504901_M4 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1504901_H1 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1525301T2D_G11 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_A6 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1508501T2D_P4 3 0.6045 0.38537 0.38 0.00 0.62
#> HP1525301T2D_F15 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_C16 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1526901T2D_J6 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_B4 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_B5 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_C2 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_B11 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1526901T2D_F4 1 0.0892 0.89005 0.98 0.00 0.02
#> HP1525301T2D_B23 1 0.0000 0.90448 1.00 0.00 0.00
#> HP1525301T2D_P8 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1526901T2D_J8 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_C1 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_J2 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_N7 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_G15 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_O18 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_O2 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1526901T2D_P17 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_F2 2 0.0892 0.90500 0.02 0.98 0.00
#> HP1525301T2D_I5 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_L15 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1526901T2D_P2 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_A9 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1526901T2D_F1 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_P17 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_B15 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_N8 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_J18 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_F4 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1526901T2D_P7 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1526901T2D_L17 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1526901T2D_O13 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_J8 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_N18 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_C5 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_B8 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_P11 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_P18 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_O6 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_C8 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_A16 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1526901T2D_P11 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1526901T2D_P10 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_L17 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_G1 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_A7 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_J19 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_G18 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1526901T2D_C24 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1526901T2D_P18 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1526901T2D_P4 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_A3 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_O5 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_G8 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_O13 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1526901T2D_D17 2 0.0000 0.93189 0.00 1.00 0.00
#> HP1525301T2D_O11 1 0.1529 0.87092 0.96 0.00 0.04
#> HP1525301T2D_E8 1 0.7665 0.20486 0.60 0.34 0.06
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1504101T2D_B24 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1502401_H7 4 0.1913 0.8216 0.00 0.04 0.02 0.94
#> HP1504101T2D_I7 2 0.0707 0.9472 0.00 0.98 0.02 0.00
#> HP1502401_M10 4 0.4936 0.5323 0.28 0.00 0.02 0.70
#> HP1502401_I7 3 0.0000 0.8332 0.00 0.00 1.00 0.00
#> HP1502401_O6 3 0.0707 0.8379 0.00 0.02 0.98 0.00
#> HP1504101T2D_G9 2 0.2011 0.9174 0.00 0.92 0.08 0.00
#> HP1502401_B20 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1502401_K1 4 0.0707 0.8396 0.00 0.00 0.02 0.98
#> HP1504101T2D_I19 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1502401_O8 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1502401_G3 3 0.3975 0.6801 0.24 0.00 0.76 0.00
#> HP1502401_N9 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1504101T2D_E3 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1504101T2D_J14 3 0.1211 0.8338 0.00 0.04 0.96 0.00
#> HP1504101T2D_I2 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1502401_K11 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1502401_B10 2 0.0707 0.9438 0.00 0.98 0.00 0.02
#> HP1502401_O3 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1508501T2D_I2 4 0.0000 0.8449 0.00 0.00 0.00 1.00
#> HP1508501T2D_K1 2 0.0707 0.9438 0.00 0.98 0.00 0.02
#> HP1508501T2D_C20 4 0.1913 0.8186 0.04 0.00 0.02 0.94
#> HP1508501T2D_M9 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1508501T2D_O4 3 0.3400 0.7612 0.18 0.00 0.82 0.00
#> HP1508501T2D_E24 4 0.2011 0.7892 0.00 0.08 0.00 0.92
#> HP1508501T2D_M20 2 0.4948 0.2109 0.00 0.56 0.00 0.44
#> HP1508501T2D_E6 1 0.1211 0.9515 0.96 0.00 0.04 0.00
#> HP1508501T2D_E14 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1508501T2D_A10 3 0.2921 0.7904 0.14 0.00 0.86 0.00
#> HP1508501T2D_H22 4 0.5570 0.2432 0.44 0.00 0.02 0.54
#> HP1508501T2D_I20 4 0.0707 0.8376 0.00 0.02 0.00 0.98
#> HP1508501T2D_B5 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1508501T2D_C14 3 0.1211 0.8338 0.00 0.04 0.96 0.00
#> HP1508501T2D_D6 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1508501T2D_P11 4 0.0000 0.8449 0.00 0.00 0.00 1.00
#> HP1508501T2D_L16 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1508501T2D_P9 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1508501T2D_O14 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1508501T2D_D1 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1508501T2D_K21 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1508501T2D_J9 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1508501T2D_B11 1 0.1411 0.9523 0.96 0.00 0.02 0.02
#> HP1508501T2D_E10 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1508501T2D_N20 4 0.3606 0.7112 0.14 0.00 0.02 0.84
#> HP1508501T2D_M4 4 0.5606 0.1036 0.48 0.00 0.02 0.50
#> HP1508501T2D_F1 3 0.4406 0.4992 0.00 0.30 0.70 0.00
#> HP1508501T2D_B20 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1508501T2D_B4 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1508501T2D_K12 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1508501T2D_I23 2 0.3610 0.7860 0.00 0.80 0.20 0.00
#> HP1508501T2D_B22 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1508501T2D_F9 1 0.2706 0.8931 0.90 0.00 0.02 0.08
#> HP1508501T2D_I14 4 0.5535 0.3074 0.42 0.00 0.02 0.56
#> HP1508501T2D_H23 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1508501T2D_D13 4 0.0707 0.8376 0.00 0.02 0.00 0.98
#> HP1508501T2D_C16 1 0.5000 -0.1505 0.50 0.00 0.50 0.00
#> HP1508501T2D_G6 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1508501T2D_J5 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1508501T2D_K24 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1508501T2D_M5 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1508501T2D_P6 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1508501T2D_H15 1 0.2706 0.8965 0.90 0.00 0.02 0.08
#> HP1508501T2D_A15 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1508501T2D_H14 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1508501T2D_K9 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1506401_I2 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1506401_K1 3 0.1211 0.8338 0.00 0.04 0.96 0.00
#> HP1506401_K12 4 0.0000 0.8449 0.00 0.00 0.00 1.00
#> HP1506401_C9 2 0.2647 0.8824 0.00 0.88 0.12 0.00
#> HP1506401_F13 1 0.0707 0.9597 0.98 0.00 0.00 0.02
#> HP1506401_L7 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1506401_A5 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1506401_O3 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1506401_L17 3 0.2335 0.8084 0.00 0.02 0.92 0.06
#> HP1506401_N15 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1506401_P3 4 0.0000 0.8449 0.00 0.00 0.00 1.00
#> HP1506401_M12 4 0.0000 0.8449 0.00 0.00 0.00 1.00
#> HP1506401_L2 3 0.0707 0.8405 0.02 0.00 0.98 0.00
#> HP1506401_G6 3 0.1637 0.8227 0.00 0.06 0.94 0.00
#> HP1506401_G13 4 0.0000 0.8449 0.00 0.00 0.00 1.00
#> HP1506401_F20 1 0.1211 0.9472 0.96 0.00 0.00 0.04
#> HP1506401_A14 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_G16 4 0.0707 0.8402 0.02 0.00 0.00 0.98
#> HP1507101_M12 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_O23 1 0.0707 0.9583 0.98 0.00 0.02 0.00
#> HP1507101_N12 4 0.0707 0.8418 0.00 0.00 0.02 0.98
#> HP1507101_P14 4 0.4948 0.1776 0.00 0.00 0.44 0.56
#> HP1507101_O17 1 0.1637 0.9302 0.94 0.00 0.00 0.06
#> HP1507101_O20 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_I10 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_H20 1 0.1211 0.9472 0.96 0.00 0.00 0.04
#> HP1507101_K6 1 0.1211 0.9472 0.96 0.00 0.00 0.04
#> HP1507101_F19 1 0.0707 0.9603 0.98 0.00 0.00 0.02
#> HP1507101_G6 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_F14 2 0.4994 0.1732 0.00 0.52 0.48 0.00
#> HP1507101_O4 1 0.1211 0.9472 0.96 0.00 0.00 0.04
#> HP1507101_O5 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_A22 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_A20 4 0.2345 0.7717 0.10 0.00 0.00 0.90
#> HP1507101_G4 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_N5 3 0.3801 0.7243 0.22 0.00 0.78 0.00
#> HP1507101_K23 3 0.0707 0.8405 0.02 0.00 0.98 0.00
#> HP1507101_F11 1 0.4994 -0.0699 0.52 0.00 0.48 0.00
#> HP1507101_P12 4 0.0707 0.8418 0.00 0.00 0.02 0.98
#> HP1507101_F20 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_I16 4 0.0707 0.8418 0.00 0.00 0.02 0.98
#> HP1507101_B18 4 0.4284 0.6495 0.00 0.20 0.02 0.78
#> HP1507101_D22 3 0.0707 0.8379 0.00 0.02 0.98 0.00
#> HP1507101_O10 1 0.1211 0.9472 0.96 0.00 0.00 0.04
#> HP1507101_J14 1 0.1211 0.9472 0.96 0.00 0.00 0.04
#> HP1507101_E20 4 0.0000 0.8449 0.00 0.00 0.00 1.00
#> HP1507101_E6 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_J18 1 0.3801 0.7227 0.78 0.00 0.00 0.22
#> HP1507101_D19 1 0.1211 0.9423 0.96 0.00 0.04 0.00
#> HP1507101_I23 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_A12 3 0.3975 0.7016 0.24 0.00 0.76 0.00
#> HP1507101_L18 4 0.1211 0.8294 0.00 0.00 0.04 0.96
#> HP1507101_L3 4 0.1211 0.8287 0.04 0.00 0.00 0.96
#> HP1507101_K4 1 0.1211 0.9472 0.96 0.00 0.00 0.04
#> HP1507101_F3 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_D7 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_P18 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_P17 4 0.3972 0.7423 0.00 0.08 0.08 0.84
#> HP1507101_C20 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_J19 1 0.0707 0.9583 0.98 0.00 0.02 0.00
#> HP1507101_J1 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_O24 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_P21 3 0.1637 0.8227 0.00 0.06 0.94 0.00
#> HP1507101_F18 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_D21 4 0.1211 0.8287 0.04 0.00 0.00 0.96
#> HP1507101_D16 1 0.0707 0.9603 0.98 0.00 0.00 0.02
#> HP1507101_G20 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_N20 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_P6 4 0.0707 0.8402 0.02 0.00 0.00 0.98
#> HP1507101_O3 3 0.0707 0.8405 0.02 0.00 0.98 0.00
#> HP1507101_L16 3 0.0707 0.8379 0.00 0.02 0.98 0.00
#> HP1507101_N13 3 0.0707 0.8405 0.02 0.00 0.98 0.00
#> HP1507101_C5 1 0.1637 0.9298 0.94 0.00 0.00 0.06
#> HP1507101_B4 2 0.4948 0.2186 0.00 0.56 0.00 0.44
#> HP1507101_M8 3 0.2345 0.8104 0.10 0.00 0.90 0.00
#> HP1507101_D5 4 0.0707 0.8418 0.00 0.00 0.02 0.98
#> HP1507101_G11 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_B12 1 0.0707 0.9603 0.98 0.00 0.00 0.02
#> HP1507101_C12 3 0.1637 0.8227 0.00 0.06 0.94 0.00
#> HP1507101_N2 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_O7 1 0.0707 0.9603 0.98 0.00 0.00 0.02
#> HP1507101_D23 3 0.3801 0.7243 0.22 0.00 0.78 0.00
#> HP1507101_D11 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_M20 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1507101_B16 4 0.0000 0.8449 0.00 0.00 0.00 1.00
#> HP1507101_O13 4 0.0707 0.8418 0.00 0.00 0.02 0.98
#> HP1507101_E7 1 0.2647 0.8641 0.88 0.00 0.00 0.12
#> HP1507101_B11 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_G9 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_K24 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1507101_B20 3 0.2647 0.7614 0.00 0.00 0.88 0.12
#> HP1507101_L21 1 0.3610 0.7492 0.80 0.00 0.00 0.20
#> HP1507101_J22 4 0.0000 0.8449 0.00 0.00 0.00 1.00
#> HP1509101_G19 1 0.0707 0.9603 0.98 0.00 0.00 0.02
#> HP1509101_J12 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1509101_A7 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1509101_H1 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1509101_E4 1 0.0707 0.9583 0.98 0.00 0.02 0.00
#> HP1509101_G14 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1509101_K9 3 0.1637 0.8227 0.00 0.06 0.94 0.00
#> HP1509101_M12 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1509101_P20 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1509101_L19 3 0.4277 0.6496 0.28 0.00 0.72 0.00
#> HP1509101_N9 4 0.0707 0.8418 0.00 0.00 0.02 0.98
#> HP1509101_J8 1 0.0707 0.9603 0.98 0.00 0.00 0.02
#> HP1509101_O8 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1509101_O13 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1509101_H9 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1509101_F4 1 0.0707 0.9603 0.98 0.00 0.00 0.02
#> HP1509101_H13 3 0.3172 0.7738 0.16 0.00 0.84 0.00
#> HP1509101_I24 4 0.5677 0.6148 0.00 0.14 0.14 0.72
#> HP1509101_G16 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1509101_G12 1 0.0707 0.9583 0.98 0.00 0.02 0.00
#> HP1509101_O4 3 0.1637 0.8306 0.06 0.00 0.94 0.00
#> HP1504901_I24 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1504901_M4 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1504901_H1 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1525301T2D_G11 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_A6 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1508501T2D_P4 3 0.5271 0.5464 0.34 0.00 0.64 0.02
#> HP1525301T2D_F15 2 0.2011 0.9174 0.00 0.92 0.08 0.00
#> HP1525301T2D_C16 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1526901T2D_J6 2 0.2011 0.9174 0.00 0.92 0.08 0.00
#> HP1525301T2D_B4 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_B5 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_C2 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_B11 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1526901T2D_F4 1 0.0000 0.9695 1.00 0.00 0.00 0.00
#> HP1525301T2D_B23 1 0.0707 0.9622 0.98 0.00 0.02 0.00
#> HP1525301T2D_P8 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1526901T2D_J8 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_C1 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_J2 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_N7 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_G15 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_O18 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_O2 2 0.1637 0.9282 0.00 0.94 0.06 0.00
#> HP1526901T2D_P17 2 0.2011 0.9174 0.00 0.92 0.08 0.00
#> HP1525301T2D_F2 2 0.0707 0.9411 0.00 0.98 0.02 0.00
#> HP1525301T2D_I5 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_L15 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1526901T2D_P2 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_A9 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1526901T2D_F1 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_P17 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_B15 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_N8 2 0.1211 0.9288 0.00 0.96 0.00 0.04
#> HP1525301T2D_J18 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_F4 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1526901T2D_P7 2 0.2011 0.9174 0.00 0.92 0.08 0.00
#> HP1526901T2D_L17 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1526901T2D_O13 2 0.2011 0.9174 0.00 0.92 0.08 0.00
#> HP1525301T2D_J8 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_N18 2 0.2011 0.9174 0.00 0.92 0.08 0.00
#> HP1525301T2D_C5 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_B8 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_P11 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_P18 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_O6 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_C8 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_A16 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1526901T2D_P11 2 0.2011 0.9174 0.00 0.92 0.08 0.00
#> HP1526901T2D_P10 2 0.2011 0.9174 0.00 0.92 0.08 0.00
#> HP1525301T2D_L17 2 0.2011 0.9174 0.00 0.92 0.08 0.00
#> HP1525301T2D_G1 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_A7 2 0.1211 0.9384 0.00 0.96 0.04 0.00
#> HP1525301T2D_J19 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_G18 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1526901T2D_C24 2 0.1211 0.9384 0.00 0.96 0.04 0.00
#> HP1526901T2D_P18 2 0.2011 0.9174 0.00 0.92 0.08 0.00
#> HP1526901T2D_P4 2 0.2011 0.9174 0.00 0.92 0.08 0.00
#> HP1525301T2D_A3 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_O5 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1525301T2D_G8 2 0.2011 0.9174 0.00 0.92 0.08 0.00
#> HP1525301T2D_O13 2 0.0000 0.9553 0.00 1.00 0.00 0.00
#> HP1526901T2D_D17 2 0.2011 0.9174 0.00 0.92 0.08 0.00
#> HP1525301T2D_O11 1 0.2345 0.8916 0.90 0.00 0.10 0.00
#> HP1525301T2D_E8 4 0.8698 0.2325 0.34 0.24 0.04 0.38
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 240 1.11e-01 6.59e-13 6.81e-19 2
#> ATC:skmeans 207 1.22e-09 3.46e-19 1.14e-17 3
#> ATC:skmeans 232 5.64e-13 1.11e-20 1.73e-26 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node0211. Child nodes: Node021111-leaf , Node021112-leaf , Node021121-leaf , Node021122-leaf , Node021123-leaf , Node021211-leaf , Node021212-leaf , Node021213-leaf , Node021221-leaf , Node021222-leaf , Node021223-leaf , Node022111-leaf , Node022112-leaf , Node022113-leaf , Node022114-leaf , Node022211-leaf , Node022212-leaf , Node022213-leaf , Node022221-leaf , Node022222-leaf , Node022223-leaf , Node022224-leaf , Node023121-leaf , Node023122-leaf , Node023123-leaf , Node024221-leaf , Node024222-leaf , Node024223-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["02111"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11871 rows and 146 columns.
#> Top rows (1187) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 4.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.959 0.984 0.503 0.497 0.497
#> 3 3 0.899 0.901 0.962 0.258 0.820 0.656
#> 4 4 0.922 0.913 0.955 0.126 0.887 0.706
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 4
#> attr(,"optional")
#> [1] 2
There is also optional best \(k\) = 2 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1504101T2D_B24 2 0.000 0.978 0.00 1.00
#> HP1502401_M10 1 0.881 0.568 0.70 0.30
#> HP1502401_B20 2 0.000 0.978 0.00 1.00
#> HP1502401_K1 2 0.402 0.901 0.08 0.92
#> HP1504101T2D_I19 2 0.000 0.978 0.00 1.00
#> HP1502401_O8 2 0.000 0.978 0.00 1.00
#> HP1502401_G3 2 0.000 0.978 0.00 1.00
#> HP1502401_N9 2 0.000 0.978 0.00 1.00
#> HP1504101T2D_E3 2 0.000 0.978 0.00 1.00
#> HP1504101T2D_I2 2 0.000 0.978 0.00 1.00
#> HP1502401_K11 2 0.000 0.978 0.00 1.00
#> HP1502401_O3 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_C20 1 0.000 0.988 1.00 0.00
#> HP1508501T2D_M9 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_O4 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_E6 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_E14 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_A10 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_H22 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_B5 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_D6 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_P11 1 0.000 0.988 1.00 0.00
#> HP1508501T2D_P9 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_O14 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_K21 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_J9 2 0.141 0.961 0.02 0.98
#> HP1508501T2D_B11 1 0.584 0.833 0.86 0.14
#> HP1508501T2D_N20 1 0.000 0.988 1.00 0.00
#> HP1508501T2D_M4 1 0.000 0.988 1.00 0.00
#> HP1508501T2D_B20 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_B4 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_K12 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_B22 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_F9 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_I14 1 0.000 0.988 1.00 0.00
#> HP1508501T2D_H23 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_C16 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_G6 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_J5 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_M5 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_P6 1 0.000 0.988 1.00 0.00
#> HP1508501T2D_H15 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_H14 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_K9 2 0.000 0.978 0.00 1.00
#> HP1506401_I2 2 0.000 0.978 0.00 1.00
#> HP1506401_K12 1 0.000 0.988 1.00 0.00
#> HP1506401_F13 1 0.000 0.988 1.00 0.00
#> HP1506401_L7 2 0.000 0.978 0.00 1.00
#> HP1506401_A5 1 0.000 0.988 1.00 0.00
#> HP1506401_O3 2 0.000 0.978 0.00 1.00
#> HP1506401_N15 2 0.000 0.978 0.00 1.00
#> HP1506401_P3 1 0.000 0.988 1.00 0.00
#> HP1506401_L2 2 0.242 0.942 0.04 0.96
#> HP1506401_G13 1 0.000 0.988 1.00 0.00
#> HP1506401_F20 1 0.000 0.988 1.00 0.00
#> HP1506401_A14 2 0.000 0.978 0.00 1.00
#> HP1507101_G16 1 0.000 0.988 1.00 0.00
#> HP1507101_M12 1 0.000 0.988 1.00 0.00
#> HP1507101_O23 2 0.000 0.978 0.00 1.00
#> HP1507101_N12 1 0.000 0.988 1.00 0.00
#> HP1507101_P14 1 0.000 0.988 1.00 0.00
#> HP1507101_O17 2 0.000 0.978 0.00 1.00
#> HP1507101_O20 2 0.000 0.978 0.00 1.00
#> HP1507101_I10 2 0.971 0.340 0.40 0.60
#> HP1507101_H20 1 0.000 0.988 1.00 0.00
#> HP1507101_K6 1 0.000 0.988 1.00 0.00
#> HP1507101_F19 1 0.000 0.988 1.00 0.00
#> HP1507101_G6 1 0.000 0.988 1.00 0.00
#> HP1507101_O4 1 0.000 0.988 1.00 0.00
#> HP1507101_O5 1 0.000 0.988 1.00 0.00
#> HP1507101_A22 2 0.000 0.978 0.00 1.00
#> HP1507101_A20 1 0.000 0.988 1.00 0.00
#> HP1507101_G4 2 0.971 0.339 0.40 0.60
#> HP1507101_N5 2 0.000 0.978 0.00 1.00
#> HP1507101_K23 1 0.000 0.988 1.00 0.00
#> HP1507101_F11 2 0.000 0.978 0.00 1.00
#> HP1507101_P12 1 0.000 0.988 1.00 0.00
#> HP1507101_F20 1 0.000 0.988 1.00 0.00
#> HP1507101_O10 1 0.000 0.988 1.00 0.00
#> HP1507101_J14 1 0.000 0.988 1.00 0.00
#> HP1507101_E20 1 0.000 0.988 1.00 0.00
#> HP1507101_E6 1 0.000 0.988 1.00 0.00
#> HP1507101_J18 1 0.000 0.988 1.00 0.00
#> HP1507101_D19 1 0.000 0.988 1.00 0.00
#> HP1507101_I23 1 0.000 0.988 1.00 0.00
#> HP1507101_A12 2 0.000 0.978 0.00 1.00
#> HP1507101_L3 1 0.000 0.988 1.00 0.00
#> HP1507101_K4 1 0.000 0.988 1.00 0.00
#> HP1507101_F3 1 0.000 0.988 1.00 0.00
#> HP1507101_D7 1 0.000 0.988 1.00 0.00
#> HP1507101_P18 2 0.000 0.978 0.00 1.00
#> HP1507101_C20 1 0.000 0.988 1.00 0.00
#> HP1507101_J19 2 0.000 0.978 0.00 1.00
#> HP1507101_J1 1 0.000 0.988 1.00 0.00
#> HP1507101_O24 2 0.000 0.978 0.00 1.00
#> HP1507101_F18 1 0.958 0.379 0.62 0.38
#> HP1507101_D21 1 0.000 0.988 1.00 0.00
#> HP1507101_D16 1 0.000 0.988 1.00 0.00
#> HP1507101_G20 1 0.000 0.988 1.00 0.00
#> HP1507101_N20 1 0.000 0.988 1.00 0.00
#> HP1507101_P6 1 0.000 0.988 1.00 0.00
#> HP1507101_O3 2 0.995 0.156 0.46 0.54
#> HP1507101_N13 1 0.000 0.988 1.00 0.00
#> HP1507101_C5 1 0.000 0.988 1.00 0.00
#> HP1507101_M8 2 0.402 0.901 0.08 0.92
#> HP1507101_G11 1 0.000 0.988 1.00 0.00
#> HP1507101_B12 1 0.000 0.988 1.00 0.00
#> HP1507101_N2 1 0.000 0.988 1.00 0.00
#> HP1507101_O7 1 0.000 0.988 1.00 0.00
#> HP1507101_D23 2 0.000 0.978 0.00 1.00
#> HP1507101_D11 2 0.000 0.978 0.00 1.00
#> HP1507101_B16 1 0.000 0.988 1.00 0.00
#> HP1507101_E7 1 0.000 0.988 1.00 0.00
#> HP1507101_B11 1 0.327 0.927 0.94 0.06
#> HP1507101_G9 1 0.000 0.988 1.00 0.00
#> HP1507101_K24 2 0.000 0.978 0.00 1.00
#> HP1507101_B20 1 0.000 0.988 1.00 0.00
#> HP1507101_L21 1 0.000 0.988 1.00 0.00
#> HP1507101_J22 1 0.000 0.988 1.00 0.00
#> HP1509101_G19 1 0.000 0.988 1.00 0.00
#> HP1509101_J12 1 0.000 0.988 1.00 0.00
#> HP1509101_A7 1 0.000 0.988 1.00 0.00
#> HP1509101_H1 2 0.000 0.978 0.00 1.00
#> HP1509101_E4 2 0.000 0.978 0.00 1.00
#> HP1509101_G14 1 0.000 0.988 1.00 0.00
#> HP1509101_M12 1 0.000 0.988 1.00 0.00
#> HP1509101_P20 1 0.000 0.988 1.00 0.00
#> HP1509101_L19 1 0.000 0.988 1.00 0.00
#> HP1509101_N9 1 0.000 0.988 1.00 0.00
#> HP1509101_J8 1 0.000 0.988 1.00 0.00
#> HP1509101_O8 2 0.000 0.978 0.00 1.00
#> HP1509101_O13 1 0.000 0.988 1.00 0.00
#> HP1509101_H9 2 0.000 0.978 0.00 1.00
#> HP1509101_F4 1 0.000 0.988 1.00 0.00
#> HP1509101_H13 1 0.000 0.988 1.00 0.00
#> HP1509101_G16 1 0.000 0.988 1.00 0.00
#> HP1509101_G12 2 0.000 0.978 0.00 1.00
#> HP1509101_O4 1 0.000 0.988 1.00 0.00
#> HP1504901_I24 2 0.000 0.978 0.00 1.00
#> HP1504901_M4 2 0.000 0.978 0.00 1.00
#> HP1504901_H1 2 0.000 0.978 0.00 1.00
#> HP1508501T2D_P4 1 0.000 0.988 1.00 0.00
#> HP1526901T2D_F4 2 0.000 0.978 0.00 1.00
#> HP1525301T2D_B23 2 0.000 0.978 0.00 1.00
#> HP1525301T2D_O11 2 0.000 0.978 0.00 1.00
#> HP1525301T2D_E8 2 0.000 0.978 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1504101T2D_B24 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1502401_M10 2 0.4002 0.75486 0.16 0.84 0.00
#> HP1502401_B20 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1502401_K1 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1504101T2D_I19 2 0.1529 0.90544 0.00 0.96 0.04
#> HP1502401_O8 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1502401_G3 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1502401_N9 3 0.0892 0.92553 0.00 0.02 0.98
#> HP1504101T2D_E3 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1504101T2D_I2 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1502401_K11 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1502401_O3 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_C20 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1508501T2D_M9 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_O4 3 0.6280 0.06903 0.00 0.46 0.54
#> HP1508501T2D_E6 2 0.3686 0.81126 0.00 0.86 0.14
#> HP1508501T2D_E14 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_A10 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1508501T2D_H22 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_B5 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_D6 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_P11 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1508501T2D_P9 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_O14 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_K21 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_J9 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_B11 2 0.4291 0.72867 0.18 0.82 0.00
#> HP1508501T2D_N20 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1508501T2D_M4 1 0.5560 0.56778 0.70 0.30 0.00
#> HP1508501T2D_B20 2 0.2537 0.87236 0.00 0.92 0.08
#> HP1508501T2D_B4 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_K12 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_B22 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_F9 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_I14 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1508501T2D_H23 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_C16 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1508501T2D_G6 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_J5 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_M5 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_P6 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1508501T2D_H15 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_H14 2 0.0892 0.91902 0.00 0.98 0.02
#> HP1508501T2D_K9 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1506401_I2 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1506401_K12 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1506401_F13 1 0.0892 0.96412 0.98 0.00 0.02
#> HP1506401_L7 2 0.6280 0.17640 0.00 0.54 0.46
#> HP1506401_A5 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1506401_O3 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1506401_N15 2 0.6280 0.17640 0.00 0.54 0.46
#> HP1506401_P3 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1506401_L2 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1506401_G13 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1506401_F20 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1506401_A14 3 0.6302 -0.00814 0.00 0.48 0.52
#> HP1507101_G16 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_M12 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_O23 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1507101_N12 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_P14 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_O17 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1507101_O20 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1507101_I10 2 0.4555 0.70257 0.20 0.80 0.00
#> HP1507101_H20 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_K6 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_F19 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_G6 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_O4 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_O5 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_A22 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1507101_A20 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_G4 2 0.3340 0.81102 0.12 0.88 0.00
#> HP1507101_N5 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1507101_K23 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1507101_F11 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1507101_P12 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_F20 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_O10 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_J14 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_E20 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_E6 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_J18 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_D19 3 0.0892 0.92621 0.02 0.00 0.98
#> HP1507101_I23 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_A12 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1507101_L3 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_K4 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_F3 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_D7 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_P18 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1507101_C20 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_J19 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1507101_J1 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_O24 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1507101_F18 2 0.5706 0.52677 0.32 0.68 0.00
#> HP1507101_D21 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_D16 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_G20 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_N20 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_P6 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_O3 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1507101_N13 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1507101_C5 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_M8 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1507101_G11 1 0.0892 0.96490 0.98 0.00 0.02
#> HP1507101_B12 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_N2 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_O7 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_D23 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1507101_D11 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1507101_B16 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_E7 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_B11 1 0.4291 0.76384 0.82 0.18 0.00
#> HP1507101_G9 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_K24 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1507101_B20 1 0.6280 0.15699 0.54 0.00 0.46
#> HP1507101_L21 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1507101_J22 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1509101_G19 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1509101_J12 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1509101_A7 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1509101_H1 2 0.6280 0.17640 0.00 0.54 0.46
#> HP1509101_E4 2 0.6244 0.23674 0.00 0.56 0.44
#> HP1509101_G14 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1509101_M12 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1509101_P20 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1509101_L19 3 0.2959 0.85270 0.10 0.00 0.90
#> HP1509101_N9 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1509101_J8 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1509101_O8 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1509101_O13 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1509101_H9 2 0.1529 0.90544 0.00 0.96 0.04
#> HP1509101_F4 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1509101_H13 3 0.2066 0.89132 0.06 0.00 0.94
#> HP1509101_G16 1 0.0000 0.98343 1.00 0.00 0.00
#> HP1509101_G12 2 0.2066 0.88982 0.00 0.94 0.06
#> HP1509101_O4 3 0.2959 0.85270 0.10 0.00 0.90
#> HP1504901_I24 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1504901_M4 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1504901_H1 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1508501T2D_P4 3 0.0000 0.94148 0.00 0.00 1.00
#> HP1526901T2D_F4 2 0.3340 0.83368 0.00 0.88 0.12
#> HP1525301T2D_B23 2 0.0000 0.93097 0.00 1.00 0.00
#> HP1525301T2D_O11 2 0.0892 0.91875 0.00 0.98 0.02
#> HP1525301T2D_E8 2 0.0000 0.93097 0.00 1.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1504101T2D_B24 3 0.0000 0.966 0.00 0.00 1.00 0.00
#> HP1502401_M10 4 0.0707 0.902 0.00 0.02 0.00 0.98
#> HP1502401_B20 4 0.4977 0.262 0.00 0.46 0.00 0.54
#> HP1502401_K1 4 0.0707 0.902 0.00 0.02 0.00 0.98
#> HP1504101T2D_I19 2 0.0000 0.944 0.00 1.00 0.00 0.00
#> HP1502401_O8 4 0.1637 0.912 0.00 0.06 0.00 0.94
#> HP1502401_G3 3 0.0707 0.950 0.00 0.02 0.98 0.00
#> HP1502401_N9 3 0.4731 0.747 0.00 0.16 0.78 0.06
#> HP1504101T2D_E3 2 0.0707 0.939 0.00 0.98 0.00 0.02
#> HP1504101T2D_I2 2 0.0000 0.944 0.00 1.00 0.00 0.00
#> HP1502401_K11 2 0.0707 0.939 0.00 0.98 0.00 0.02
#> HP1502401_O3 4 0.2011 0.903 0.00 0.08 0.00 0.92
#> HP1508501T2D_C20 1 0.4522 0.540 0.68 0.00 0.00 0.32
#> HP1508501T2D_M9 4 0.1637 0.912 0.00 0.06 0.00 0.94
#> HP1508501T2D_O4 2 0.3172 0.804 0.00 0.84 0.16 0.00
#> HP1508501T2D_E6 2 0.2411 0.905 0.00 0.92 0.04 0.04
#> HP1508501T2D_E14 4 0.2011 0.903 0.00 0.08 0.00 0.92
#> HP1508501T2D_A10 3 0.0707 0.954 0.00 0.02 0.98 0.00
#> HP1508501T2D_H22 4 0.1211 0.910 0.00 0.04 0.00 0.96
#> HP1508501T2D_B5 2 0.1637 0.913 0.00 0.94 0.00 0.06
#> HP1508501T2D_D6 4 0.1211 0.910 0.00 0.04 0.00 0.96
#> HP1508501T2D_P11 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1508501T2D_P9 4 0.0707 0.902 0.00 0.02 0.00 0.98
#> HP1508501T2D_O14 4 0.1637 0.912 0.00 0.06 0.00 0.94
#> HP1508501T2D_K21 4 0.1637 0.912 0.00 0.06 0.00 0.94
#> HP1508501T2D_J9 4 0.0000 0.889 0.00 0.00 0.00 1.00
#> HP1508501T2D_B11 4 0.0707 0.902 0.00 0.02 0.00 0.98
#> HP1508501T2D_N20 4 0.3172 0.747 0.16 0.00 0.00 0.84
#> HP1508501T2D_M4 4 0.0707 0.888 0.02 0.00 0.00 0.98
#> HP1508501T2D_B20 2 0.0707 0.938 0.00 0.98 0.02 0.00
#> HP1508501T2D_B4 4 0.1211 0.910 0.00 0.04 0.00 0.96
#> HP1508501T2D_K12 4 0.1637 0.912 0.00 0.06 0.00 0.94
#> HP1508501T2D_B22 2 0.1211 0.928 0.00 0.96 0.00 0.04
#> HP1508501T2D_F9 4 0.4522 0.593 0.00 0.32 0.00 0.68
#> HP1508501T2D_I14 4 0.2011 0.839 0.08 0.00 0.00 0.92
#> HP1508501T2D_H23 4 0.1637 0.912 0.00 0.06 0.00 0.94
#> HP1508501T2D_C16 3 0.0000 0.966 0.00 0.00 1.00 0.00
#> HP1508501T2D_G6 2 0.0000 0.944 0.00 1.00 0.00 0.00
#> HP1508501T2D_J5 4 0.1211 0.910 0.00 0.04 0.00 0.96
#> HP1508501T2D_M5 4 0.2647 0.873 0.00 0.12 0.00 0.88
#> HP1508501T2D_P6 1 0.0707 0.960 0.98 0.00 0.00 0.02
#> HP1508501T2D_H15 2 0.1211 0.928 0.00 0.96 0.00 0.04
#> HP1508501T2D_H14 2 0.0000 0.944 0.00 1.00 0.00 0.00
#> HP1508501T2D_K9 4 0.2345 0.889 0.00 0.10 0.00 0.90
#> HP1506401_I2 3 0.0707 0.954 0.00 0.02 0.98 0.00
#> HP1506401_K12 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_F13 1 0.2345 0.884 0.90 0.00 0.10 0.00
#> HP1506401_L7 2 0.0707 0.938 0.00 0.98 0.02 0.00
#> HP1506401_A5 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_O3 4 0.4994 0.170 0.00 0.48 0.00 0.52
#> HP1506401_N15 2 0.0707 0.938 0.00 0.98 0.02 0.00
#> HP1506401_P3 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_L2 3 0.0000 0.966 0.00 0.00 1.00 0.00
#> HP1506401_G13 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_F20 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_A14 2 0.0707 0.938 0.00 0.98 0.02 0.00
#> HP1507101_G16 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_M12 1 0.2706 0.905 0.90 0.00 0.02 0.08
#> HP1507101_O23 3 0.0000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_N12 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_P14 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_O17 2 0.2921 0.837 0.00 0.86 0.00 0.14
#> HP1507101_O20 2 0.1211 0.936 0.00 0.96 0.00 0.04
#> HP1507101_I10 2 0.5383 0.679 0.16 0.74 0.00 0.10
#> HP1507101_H20 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_K6 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_F19 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_G6 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_O4 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_O5 1 0.0707 0.962 0.98 0.00 0.00 0.02
#> HP1507101_A22 2 0.0000 0.944 0.00 1.00 0.00 0.00
#> HP1507101_A20 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_G4 2 0.4227 0.806 0.06 0.82 0.00 0.12
#> HP1507101_N5 3 0.0000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_K23 3 0.0000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_F11 3 0.0000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_P12 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_F20 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_O10 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_J14 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_E20 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_E6 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_J18 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_D19 3 0.0000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_I23 1 0.4581 0.785 0.80 0.12 0.00 0.08
#> HP1507101_A12 3 0.0000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_L3 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_K4 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_F3 1 0.0707 0.962 0.98 0.00 0.00 0.02
#> HP1507101_D7 1 0.1637 0.927 0.94 0.00 0.06 0.00
#> HP1507101_P18 2 0.0000 0.944 0.00 1.00 0.00 0.00
#> HP1507101_C20 1 0.0707 0.962 0.98 0.00 0.00 0.02
#> HP1507101_J19 3 0.0707 0.954 0.00 0.02 0.98 0.00
#> HP1507101_J1 1 0.2011 0.922 0.92 0.00 0.00 0.08
#> HP1507101_O24 2 0.0000 0.944 0.00 1.00 0.00 0.00
#> HP1507101_F18 2 0.6836 0.423 0.28 0.58 0.00 0.14
#> HP1507101_D21 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_D16 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_G20 1 0.1211 0.950 0.96 0.00 0.00 0.04
#> HP1507101_N20 1 0.3400 0.806 0.82 0.00 0.00 0.18
#> HP1507101_P6 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_O3 3 0.0000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_N13 3 0.0000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_C5 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_M8 3 0.0000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_G11 1 0.1211 0.943 0.96 0.00 0.04 0.00
#> HP1507101_B12 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_N2 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_O7 1 0.1211 0.949 0.96 0.00 0.00 0.04
#> HP1507101_D23 3 0.0000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_D11 2 0.0000 0.944 0.00 1.00 0.00 0.00
#> HP1507101_B16 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_E7 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_B11 1 0.6370 0.480 0.62 0.10 0.00 0.28
#> HP1507101_G9 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_K24 2 0.0707 0.939 0.00 0.98 0.00 0.02
#> HP1507101_B20 3 0.4522 0.522 0.32 0.00 0.68 0.00
#> HP1507101_L21 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_J22 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1509101_G19 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1509101_J12 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1509101_A7 1 0.1211 0.950 0.96 0.00 0.00 0.04
#> HP1509101_H1 2 0.0707 0.938 0.00 0.98 0.02 0.00
#> HP1509101_E4 2 0.0707 0.938 0.00 0.98 0.02 0.00
#> HP1509101_G14 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1509101_M12 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1509101_P20 1 0.1211 0.950 0.96 0.00 0.00 0.04
#> HP1509101_L19 3 0.0707 0.947 0.02 0.00 0.98 0.00
#> HP1509101_N9 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1509101_J8 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1509101_O8 3 0.0000 0.966 0.00 0.00 1.00 0.00
#> HP1509101_O13 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1509101_H9 2 0.0000 0.944 0.00 1.00 0.00 0.00
#> HP1509101_F4 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1509101_H13 3 0.0000 0.966 0.00 0.00 1.00 0.00
#> HP1509101_G16 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1509101_G12 2 0.0707 0.938 0.00 0.98 0.02 0.00
#> HP1509101_O4 3 0.0707 0.947 0.02 0.00 0.98 0.00
#> HP1504901_I24 2 0.0707 0.939 0.00 0.98 0.00 0.02
#> HP1504901_M4 2 0.0000 0.944 0.00 1.00 0.00 0.00
#> HP1504901_H1 2 0.0707 0.939 0.00 0.98 0.00 0.02
#> HP1508501T2D_P4 3 0.0000 0.966 0.00 0.00 1.00 0.00
#> HP1526901T2D_F4 2 0.0707 0.938 0.00 0.98 0.02 0.00
#> HP1525301T2D_B23 2 0.0707 0.939 0.00 0.98 0.00 0.02
#> HP1525301T2D_O11 2 0.0000 0.944 0.00 1.00 0.00 0.00
#> HP1525301T2D_E8 2 0.2011 0.893 0.00 0.92 0.00 0.08
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 142 7.33e-02 1.85e-06 5.90e-06 2
#> ATC:skmeans 139 1.45e-15 3.35e-08 6.43e-04 3
#> ATC:skmeans 142 2.55e-13 1.09e-11 7.36e-07 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node0211. Child nodes: Node021111-leaf , Node021112-leaf , Node021121-leaf , Node021122-leaf , Node021123-leaf , Node021211-leaf , Node021212-leaf , Node021213-leaf , Node021221-leaf , Node021222-leaf , Node021223-leaf , Node022111-leaf , Node022112-leaf , Node022113-leaf , Node022114-leaf , Node022211-leaf , Node022212-leaf , Node022213-leaf , Node022221-leaf , Node022222-leaf , Node022223-leaf , Node022224-leaf , Node023121-leaf , Node023122-leaf , Node023123-leaf , Node024221-leaf , Node024222-leaf , Node024223-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["02112"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11807 rows and 97 columns.
#> Top rows (1181) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 3.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.00 0.980 0.991 0.4920 0.510 0.510
#> 3 3 1.00 0.980 0.990 0.3433 0.746 0.539
#> 4 4 0.83 0.813 0.868 0.0993 0.908 0.741
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 3
#> attr(,"optional")
#> [1] 2
There is also optional best \(k\) = 2 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1502401_H7 2 0.141 0.981 0.02 0.98
#> HP1504101T2D_I7 2 0.141 0.981 0.02 0.98
#> HP1502401_I7 2 0.242 0.964 0.04 0.96
#> HP1502401_O6 2 0.000 0.997 0.00 1.00
#> HP1504101T2D_G9 2 0.000 0.997 0.00 1.00
#> HP1504101T2D_J14 2 0.000 0.997 0.00 1.00
#> HP1502401_B10 2 0.141 0.981 0.02 0.98
#> HP1508501T2D_I2 2 0.000 0.997 0.00 1.00
#> HP1508501T2D_K1 2 0.141 0.981 0.02 0.98
#> HP1508501T2D_E24 2 0.000 0.997 0.00 1.00
#> HP1508501T2D_M20 2 0.000 0.997 0.00 1.00
#> HP1508501T2D_I20 2 0.000 0.997 0.00 1.00
#> HP1508501T2D_C14 2 0.000 0.997 0.00 1.00
#> HP1508501T2D_L16 2 0.000 0.997 0.00 1.00
#> HP1508501T2D_D1 2 0.000 0.997 0.00 1.00
#> HP1508501T2D_E10 2 0.000 0.997 0.00 1.00
#> HP1508501T2D_F1 2 0.000 0.997 0.00 1.00
#> HP1508501T2D_I23 2 0.000 0.997 0.00 1.00
#> HP1508501T2D_D13 2 0.000 0.997 0.00 1.00
#> HP1508501T2D_K24 1 0.995 0.139 0.54 0.46
#> HP1508501T2D_A15 2 0.000 0.997 0.00 1.00
#> HP1506401_K1 2 0.000 0.997 0.00 1.00
#> HP1506401_C9 2 0.000 0.997 0.00 1.00
#> HP1506401_L17 2 0.000 0.997 0.00 1.00
#> HP1506401_M12 2 0.000 0.997 0.00 1.00
#> HP1506401_G6 2 0.000 0.997 0.00 1.00
#> HP1507101_F14 2 0.000 0.997 0.00 1.00
#> HP1507101_I16 2 0.000 0.997 0.00 1.00
#> HP1507101_B18 2 0.000 0.997 0.00 1.00
#> HP1507101_D22 2 0.000 0.997 0.00 1.00
#> HP1507101_L18 2 0.000 0.997 0.00 1.00
#> HP1507101_P17 2 0.000 0.997 0.00 1.00
#> HP1507101_P21 2 0.000 0.997 0.00 1.00
#> HP1507101_L16 2 0.000 0.997 0.00 1.00
#> HP1507101_B4 2 0.000 0.997 0.00 1.00
#> HP1507101_D5 2 0.000 0.997 0.00 1.00
#> HP1507101_C12 2 0.000 0.997 0.00 1.00
#> HP1507101_M20 2 0.000 0.997 0.00 1.00
#> HP1507101_O13 2 0.000 0.997 0.00 1.00
#> HP1509101_K9 2 0.000 0.997 0.00 1.00
#> HP1509101_I24 2 0.000 0.997 0.00 1.00
#> HP1525301T2D_G11 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_A6 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_F15 1 0.141 0.976 0.98 0.02
#> HP1525301T2D_C16 1 0.000 0.987 1.00 0.00
#> HP1526901T2D_J6 1 0.141 0.976 0.98 0.02
#> HP1525301T2D_B4 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_B5 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_C2 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_B11 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_P8 1 0.000 0.987 1.00 0.00
#> HP1526901T2D_J8 1 0.141 0.976 0.98 0.02
#> HP1525301T2D_C1 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_J2 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_N7 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_G15 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_O18 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_O2 1 0.000 0.987 1.00 0.00
#> HP1526901T2D_P17 1 0.141 0.976 0.98 0.02
#> HP1525301T2D_F2 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_I5 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_L15 1 0.000 0.987 1.00 0.00
#> HP1526901T2D_P2 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_A9 1 0.000 0.987 1.00 0.00
#> HP1526901T2D_F1 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_P17 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_B15 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_N8 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_J18 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_F4 1 0.000 0.987 1.00 0.00
#> HP1526901T2D_P7 1 0.141 0.976 0.98 0.02
#> HP1526901T2D_L17 1 0.000 0.987 1.00 0.00
#> HP1526901T2D_O13 1 0.141 0.976 0.98 0.02
#> HP1525301T2D_J8 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_N18 1 0.141 0.976 0.98 0.02
#> HP1525301T2D_C5 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_B8 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_P11 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_P18 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_O6 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_C8 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_A16 1 0.000 0.987 1.00 0.00
#> HP1526901T2D_P11 1 0.141 0.976 0.98 0.02
#> HP1526901T2D_P10 1 0.141 0.976 0.98 0.02
#> HP1525301T2D_L17 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_G1 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_A7 1 0.141 0.976 0.98 0.02
#> HP1525301T2D_J19 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_G18 1 0.000 0.987 1.00 0.00
#> HP1526901T2D_C24 1 0.000 0.987 1.00 0.00
#> HP1526901T2D_P18 1 0.141 0.976 0.98 0.02
#> HP1526901T2D_P4 1 0.141 0.976 0.98 0.02
#> HP1525301T2D_A3 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_O5 1 0.000 0.987 1.00 0.00
#> HP1525301T2D_G8 1 0.141 0.976 0.98 0.02
#> HP1525301T2D_O13 1 0.000 0.987 1.00 0.00
#> HP1526901T2D_D17 1 0.141 0.976 0.98 0.02
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1502401_H7 2 0.0000 0.997 0.00 1.00 0.00
#> HP1504101T2D_I7 2 0.2537 0.903 0.08 0.92 0.00
#> HP1502401_I7 3 0.7523 0.585 0.08 0.26 0.66
#> HP1502401_O6 3 0.5216 0.668 0.00 0.26 0.74
#> HP1504101T2D_G9 2 0.0000 0.997 0.00 1.00 0.00
#> HP1504101T2D_J14 2 0.0000 0.997 0.00 1.00 0.00
#> HP1502401_B10 2 0.0000 0.997 0.00 1.00 0.00
#> HP1508501T2D_I2 2 0.0000 0.997 0.00 1.00 0.00
#> HP1508501T2D_K1 2 0.0000 0.997 0.00 1.00 0.00
#> HP1508501T2D_E24 2 0.0000 0.997 0.00 1.00 0.00
#> HP1508501T2D_M20 2 0.0000 0.997 0.00 1.00 0.00
#> HP1508501T2D_I20 2 0.0000 0.997 0.00 1.00 0.00
#> HP1508501T2D_C14 3 0.1529 0.949 0.00 0.04 0.96
#> HP1508501T2D_L16 2 0.0000 0.997 0.00 1.00 0.00
#> HP1508501T2D_D1 2 0.0000 0.997 0.00 1.00 0.00
#> HP1508501T2D_E10 2 0.0000 0.997 0.00 1.00 0.00
#> HP1508501T2D_F1 3 0.0892 0.960 0.00 0.02 0.98
#> HP1508501T2D_I23 2 0.0000 0.997 0.00 1.00 0.00
#> HP1508501T2D_D13 2 0.0000 0.997 0.00 1.00 0.00
#> HP1508501T2D_K24 1 0.1529 0.958 0.96 0.04 0.00
#> HP1508501T2D_A15 2 0.0000 0.997 0.00 1.00 0.00
#> HP1506401_K1 3 0.0000 0.971 0.00 0.00 1.00
#> HP1506401_C9 3 0.0000 0.971 0.00 0.00 1.00
#> HP1506401_L17 2 0.0000 0.997 0.00 1.00 0.00
#> HP1506401_M12 2 0.0000 0.997 0.00 1.00 0.00
#> HP1506401_G6 3 0.0000 0.971 0.00 0.00 1.00
#> HP1507101_F14 3 0.0000 0.971 0.00 0.00 1.00
#> HP1507101_I16 2 0.0000 0.997 0.00 1.00 0.00
#> HP1507101_B18 2 0.0000 0.997 0.00 1.00 0.00
#> HP1507101_D22 3 0.1529 0.949 0.00 0.04 0.96
#> HP1507101_L18 2 0.0000 0.997 0.00 1.00 0.00
#> HP1507101_P17 2 0.0000 0.997 0.00 1.00 0.00
#> HP1507101_P21 2 0.0000 0.997 0.00 1.00 0.00
#> HP1507101_L16 3 0.1529 0.949 0.00 0.04 0.96
#> HP1507101_B4 2 0.0000 0.997 0.00 1.00 0.00
#> HP1507101_D5 2 0.0000 0.997 0.00 1.00 0.00
#> HP1507101_C12 3 0.1529 0.949 0.00 0.04 0.96
#> HP1507101_M20 2 0.0000 0.997 0.00 1.00 0.00
#> HP1507101_O13 2 0.0000 0.997 0.00 1.00 0.00
#> HP1509101_K9 3 0.1529 0.949 0.00 0.04 0.96
#> HP1509101_I24 2 0.0000 0.997 0.00 1.00 0.00
#> HP1525301T2D_G11 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_A6 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_F15 3 0.0000 0.971 0.00 0.00 1.00
#> HP1525301T2D_C16 1 0.0000 0.999 1.00 0.00 0.00
#> HP1526901T2D_J6 3 0.0000 0.971 0.00 0.00 1.00
#> HP1525301T2D_B4 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_B5 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_C2 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_B11 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_P8 1 0.0000 0.999 1.00 0.00 0.00
#> HP1526901T2D_J8 3 0.0000 0.971 0.00 0.00 1.00
#> HP1525301T2D_C1 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_J2 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_N7 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_G15 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_O18 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_O2 1 0.0000 0.999 1.00 0.00 0.00
#> HP1526901T2D_P17 3 0.0000 0.971 0.00 0.00 1.00
#> HP1525301T2D_F2 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_I5 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_L15 1 0.0000 0.999 1.00 0.00 0.00
#> HP1526901T2D_P2 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_A9 1 0.0000 0.999 1.00 0.00 0.00
#> HP1526901T2D_F1 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_P17 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_B15 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_N8 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_J18 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_F4 1 0.0000 0.999 1.00 0.00 0.00
#> HP1526901T2D_P7 3 0.0000 0.971 0.00 0.00 1.00
#> HP1526901T2D_L17 1 0.0000 0.999 1.00 0.00 0.00
#> HP1526901T2D_O13 3 0.0000 0.971 0.00 0.00 1.00
#> HP1525301T2D_J8 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_N18 3 0.0000 0.971 0.00 0.00 1.00
#> HP1525301T2D_C5 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_B8 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_P11 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_P18 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_O6 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_C8 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_A16 1 0.0000 0.999 1.00 0.00 0.00
#> HP1526901T2D_P11 3 0.0000 0.971 0.00 0.00 1.00
#> HP1526901T2D_P10 3 0.0000 0.971 0.00 0.00 1.00
#> HP1525301T2D_L17 3 0.0000 0.971 0.00 0.00 1.00
#> HP1525301T2D_G1 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_A7 3 0.0000 0.971 0.00 0.00 1.00
#> HP1525301T2D_J19 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_G18 1 0.0000 0.999 1.00 0.00 0.00
#> HP1526901T2D_C24 3 0.0000 0.971 0.00 0.00 1.00
#> HP1526901T2D_P18 3 0.0000 0.971 0.00 0.00 1.00
#> HP1526901T2D_P4 3 0.0000 0.971 0.00 0.00 1.00
#> HP1525301T2D_A3 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_O5 1 0.0000 0.999 1.00 0.00 0.00
#> HP1525301T2D_G8 3 0.0000 0.971 0.00 0.00 1.00
#> HP1525301T2D_O13 1 0.0000 0.999 1.00 0.00 0.00
#> HP1526901T2D_D17 3 0.0000 0.971 0.00 0.00 1.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1502401_H7 2 0.4522 0.902 0.00 0.68 0.00 0.32
#> HP1504101T2D_I7 4 0.4790 0.474 0.00 0.38 0.00 0.62
#> HP1502401_I7 4 0.4713 0.477 0.00 0.36 0.00 0.64
#> HP1502401_O6 4 0.5619 0.687 0.00 0.04 0.32 0.64
#> HP1504101T2D_G9 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1504101T2D_J14 4 0.0707 0.429 0.00 0.02 0.00 0.98
#> HP1502401_B10 2 0.4134 0.826 0.00 0.74 0.00 0.26
#> HP1508501T2D_I2 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1508501T2D_K1 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1508501T2D_E24 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1508501T2D_M20 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1508501T2D_I20 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1508501T2D_C14 4 0.4624 0.708 0.00 0.00 0.34 0.66
#> HP1508501T2D_L16 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1508501T2D_D1 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1508501T2D_E10 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1508501T2D_F1 4 0.4713 0.694 0.00 0.00 0.36 0.64
#> HP1508501T2D_I23 4 0.0000 0.464 0.00 0.00 0.00 1.00
#> HP1508501T2D_D13 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1508501T2D_K24 2 0.4790 -0.570 0.38 0.62 0.00 0.00
#> HP1508501T2D_A15 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1506401_K1 4 0.4713 0.694 0.00 0.00 0.36 0.64
#> HP1506401_C9 4 0.4713 0.694 0.00 0.00 0.36 0.64
#> HP1506401_L17 4 0.4134 -0.260 0.00 0.26 0.00 0.74
#> HP1506401_M12 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1506401_G6 4 0.4713 0.694 0.00 0.00 0.36 0.64
#> HP1507101_F14 4 0.4713 0.694 0.00 0.00 0.36 0.64
#> HP1507101_I16 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1507101_B18 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1507101_D22 4 0.4624 0.708 0.00 0.00 0.34 0.66
#> HP1507101_L18 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1507101_P17 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1507101_P21 4 0.0000 0.464 0.00 0.00 0.00 1.00
#> HP1507101_L16 4 0.4624 0.708 0.00 0.00 0.34 0.66
#> HP1507101_B4 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1507101_D5 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1507101_C12 4 0.4624 0.708 0.00 0.00 0.34 0.66
#> HP1507101_M20 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1507101_O13 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1509101_K9 4 0.4624 0.708 0.00 0.00 0.34 0.66
#> HP1509101_I24 2 0.4713 0.948 0.00 0.64 0.00 0.36
#> HP1525301T2D_G11 1 0.0000 0.758 1.00 0.00 0.00 0.00
#> HP1525301T2D_A6 1 0.0000 0.758 1.00 0.00 0.00 0.00
#> HP1525301T2D_F15 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1525301T2D_C16 1 0.0000 0.758 1.00 0.00 0.00 0.00
#> HP1526901T2D_J6 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1525301T2D_B4 1 0.4522 0.866 0.68 0.32 0.00 0.00
#> HP1525301T2D_B5 1 0.4713 0.867 0.64 0.36 0.00 0.00
#> HP1525301T2D_C2 1 0.4624 0.869 0.66 0.34 0.00 0.00
#> HP1525301T2D_B11 1 0.0000 0.758 1.00 0.00 0.00 0.00
#> HP1525301T2D_P8 1 0.0000 0.758 1.00 0.00 0.00 0.00
#> HP1526901T2D_J8 3 0.4713 0.467 0.36 0.00 0.64 0.00
#> HP1525301T2D_C1 1 0.4522 0.866 0.68 0.32 0.00 0.00
#> HP1525301T2D_J2 1 0.4624 0.869 0.66 0.34 0.00 0.00
#> HP1525301T2D_N7 1 0.0707 0.742 0.98 0.00 0.02 0.00
#> HP1525301T2D_G15 1 0.4713 0.867 0.64 0.36 0.00 0.00
#> HP1525301T2D_O18 1 0.4713 0.867 0.64 0.36 0.00 0.00
#> HP1525301T2D_O2 1 0.4713 0.867 0.64 0.36 0.00 0.00
#> HP1526901T2D_P17 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1525301T2D_F2 1 0.4713 0.867 0.64 0.36 0.00 0.00
#> HP1525301T2D_I5 1 0.4713 0.867 0.64 0.36 0.00 0.00
#> HP1525301T2D_L15 1 0.4713 0.867 0.64 0.36 0.00 0.00
#> HP1526901T2D_P2 1 0.4713 0.867 0.64 0.36 0.00 0.00
#> HP1525301T2D_A9 1 0.4624 0.869 0.66 0.34 0.00 0.00
#> HP1526901T2D_F1 1 0.2921 0.814 0.86 0.14 0.00 0.00
#> HP1525301T2D_P17 1 0.0000 0.758 1.00 0.00 0.00 0.00
#> HP1525301T2D_B15 1 0.4713 0.867 0.64 0.36 0.00 0.00
#> HP1525301T2D_N8 1 0.4713 0.867 0.64 0.36 0.00 0.00
#> HP1525301T2D_J18 1 0.4713 0.867 0.64 0.36 0.00 0.00
#> HP1525301T2D_F4 1 0.4522 0.866 0.68 0.32 0.00 0.00
#> HP1526901T2D_P7 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1526901T2D_L17 1 0.0000 0.758 1.00 0.00 0.00 0.00
#> HP1526901T2D_O13 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1525301T2D_J8 1 0.2921 0.814 0.86 0.14 0.00 0.00
#> HP1525301T2D_N18 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1525301T2D_C5 1 0.4624 0.869 0.66 0.34 0.00 0.00
#> HP1525301T2D_B8 1 0.4713 0.867 0.64 0.36 0.00 0.00
#> HP1525301T2D_P11 1 0.0000 0.758 1.00 0.00 0.00 0.00
#> HP1525301T2D_P18 1 0.4624 0.869 0.66 0.34 0.00 0.00
#> HP1525301T2D_O6 1 0.4713 0.867 0.64 0.36 0.00 0.00
#> HP1525301T2D_C8 1 0.1211 0.775 0.96 0.04 0.00 0.00
#> HP1525301T2D_A16 1 0.0000 0.758 1.00 0.00 0.00 0.00
#> HP1526901T2D_P11 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1526901T2D_P10 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1525301T2D_L17 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1525301T2D_G1 1 0.0000 0.758 1.00 0.00 0.00 0.00
#> HP1525301T2D_A7 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1525301T2D_J19 1 0.4624 0.869 0.66 0.34 0.00 0.00
#> HP1525301T2D_G18 1 0.4624 0.869 0.66 0.34 0.00 0.00
#> HP1526901T2D_C24 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1526901T2D_P18 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1526901T2D_P4 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1525301T2D_A3 1 0.0000 0.758 1.00 0.00 0.00 0.00
#> HP1525301T2D_O5 1 0.4713 0.867 0.64 0.36 0.00 0.00
#> HP1525301T2D_G8 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1525301T2D_O13 1 0.4713 0.867 0.64 0.36 0.00 0.00
#> HP1526901T2D_D17 3 0.0000 0.963 0.00 0.00 1.00 0.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 96 4.20e-01 1.09e-10 1.85e-13 2
#> ATC:skmeans 97 3.30e-15 3.95e-06 1.80e-09 3
#> ATC:skmeans 89 5.09e-14 2.04e-10 1.19e-10 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node021. Child nodes: Node01221-leaf , Node01222-leaf , Node02111 , Node02112 , Node02121 , Node02122 , Node02211 , Node02212-leaf , Node02213-leaf , Node02221 , Node02222 , Node02223-leaf , Node02231-leaf , Node02232-leaf , Node02233-leaf , Node02234-leaf , Node02311-leaf , Node02312 , Node02313-leaf , Node02321-leaf , Node02322-leaf , Node02323-leaf , Node02324-leaf , Node02331-leaf , Node02332-leaf , Node02411-leaf , Node02412-leaf , Node02421-leaf , Node02422 , Node02423-leaf , Node02431-leaf , Node02432-leaf , Node02433-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["0212"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11813 rows and 238 columns.
#> Top rows (1041) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 2.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 0.930 0.945 0.978 0.485 0.517 0.517
#> 3 3 0.821 0.899 0.947 0.349 0.731 0.526
#> 4 4 0.781 0.752 0.900 0.139 0.859 0.624
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 2
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1502401_J14 2 0.000 0.975 0.00 1.00
#> HP1502401_B14 2 0.000 0.975 0.00 1.00
#> HP1502401_G14 2 0.000 0.975 0.00 1.00
#> HP1502401_H14 2 0.000 0.975 0.00 1.00
#> HP1502401_F17 1 0.000 0.978 1.00 0.00
#> HP1502401_J22 2 0.000 0.975 0.00 1.00
#> HP1502401_M15 2 0.000 0.975 0.00 1.00
#> HP1502401_K19 1 0.000 0.978 1.00 0.00
#> HP1502401_H22 2 0.000 0.975 0.00 1.00
#> HP1502401_K17 1 0.000 0.978 1.00 0.00
#> HP1502401_N17 2 0.000 0.975 0.00 1.00
#> HP1504101T2D_I1 2 0.000 0.975 0.00 1.00
#> HP1504101T2D_O13 2 0.000 0.975 0.00 1.00
#> HP1502401_B7 2 0.000 0.975 0.00 1.00
#> HP1502401_L3 2 0.000 0.975 0.00 1.00
#> HP1502401_D17 2 0.000 0.975 0.00 1.00
#> HP1502401_H11 2 0.000 0.975 0.00 1.00
#> HP1502401_K15 2 0.000 0.975 0.00 1.00
#> HP1502401_G10 2 0.000 0.975 0.00 1.00
#> HP1504101T2D_D8 2 0.000 0.975 0.00 1.00
#> HP1502401_L17 2 0.000 0.975 0.00 1.00
#> HP1502401_L16 2 0.000 0.975 0.00 1.00
#> HP1504101T2D_E19 2 0.000 0.975 0.00 1.00
#> HP1502401_E22 2 0.000 0.975 0.00 1.00
#> HP1502401_M4 2 0.000 0.975 0.00 1.00
#> HP1502401_D7 2 0.141 0.957 0.02 0.98
#> HP1502401_O21 2 0.000 0.975 0.00 1.00
#> HP1502401_J11 2 0.000 0.975 0.00 1.00
#> HP1502401_K3 2 0.000 0.975 0.00 1.00
#> HP1502401_F22 2 0.000 0.975 0.00 1.00
#> HP1502401_I16 2 0.000 0.975 0.00 1.00
#> HP1502401_B24 2 0.000 0.975 0.00 1.00
#> HP1502401_N12 2 0.000 0.975 0.00 1.00
#> HP1504101T2D_E10 2 0.000 0.975 0.00 1.00
#> HP1502401_N4 2 0.000 0.975 0.00 1.00
#> HP1502401_O24 2 0.000 0.975 0.00 1.00
#> HP1502401_K23 2 0.000 0.975 0.00 1.00
#> HP1502401_D8 2 0.000 0.975 0.00 1.00
#> HP1502401_G6 2 0.000 0.975 0.00 1.00
#> HP1502401_L7 2 0.000 0.975 0.00 1.00
#> HP1502401_B22 1 0.000 0.978 1.00 0.00
#> HP1502401_I9 2 0.000 0.975 0.00 1.00
#> HP1502401_G12 2 0.000 0.975 0.00 1.00
#> HP1502401_D22 2 0.000 0.975 0.00 1.00
#> HP1502401_A15 2 0.000 0.975 0.00 1.00
#> HP1504101T2D_B3 1 0.584 0.831 0.86 0.14
#> HP1504101T2D_C9 2 0.000 0.975 0.00 1.00
#> HP1502401_I18 2 0.000 0.975 0.00 1.00
#> HP1502401_F15 2 0.000 0.975 0.00 1.00
#> HP1502401_B1 2 0.000 0.975 0.00 1.00
#> HP1502401_B11 2 0.000 0.975 0.00 1.00
#> HP1502401_F24 2 0.000 0.975 0.00 1.00
#> HP1504101T2D_M8 2 0.000 0.975 0.00 1.00
#> HP1502401_O17 2 0.000 0.975 0.00 1.00
#> HP1502401_F9 2 0.000 0.975 0.00 1.00
#> HP1504101T2D_H4 2 0.000 0.975 0.00 1.00
#> HP1502401_F16 2 0.584 0.832 0.14 0.86
#> HP1502401_C21 2 0.000 0.975 0.00 1.00
#> HP1502401_N21 2 0.000 0.975 0.00 1.00
#> HP1502401_A10 2 0.000 0.975 0.00 1.00
#> HP1502401_J12 2 0.000 0.975 0.00 1.00
#> HP1502401_E3 2 0.000 0.975 0.00 1.00
#> AZ_A2 2 0.000 0.975 0.00 1.00
#> AZ_A12 2 0.000 0.975 0.00 1.00
#> AZ_A8 2 0.000 0.975 0.00 1.00
#> AZ_D3 2 0.000 0.975 0.00 1.00
#> AZ_H5 1 0.760 0.715 0.78 0.22
#> AZ_G4 1 0.760 0.719 0.78 0.22
#> AZ_G10 2 0.995 0.144 0.46 0.54
#> AZ_D6 2 0.000 0.975 0.00 1.00
#> AZ_H1 1 0.000 0.978 1.00 0.00
#> AZ_G3 2 0.000 0.975 0.00 1.00
#> AZ_H11 2 0.000 0.975 0.00 1.00
#> AZ_D9 1 0.000 0.978 1.00 0.00
#> AZ_G5 2 0.000 0.975 0.00 1.00
#> AZ_H2 1 0.000 0.978 1.00 0.00
#> AZ_G2 1 0.000 0.978 1.00 0.00
#> AZ_H6 1 0.000 0.978 1.00 0.00
#> AZ_H12 1 0.000 0.978 1.00 0.00
#> AZ_D12 2 0.000 0.975 0.00 1.00
#> AZ_F2 2 0.000 0.975 0.00 1.00
#> AZ_G1 2 0.000 0.975 0.00 1.00
#> AZ_E9 2 0.000 0.975 0.00 1.00
#> AZ_H9 1 0.000 0.978 1.00 0.00
#> AZ_D2 2 0.000 0.975 0.00 1.00
#> HP1509101_O6 2 0.000 0.975 0.00 1.00
#> HP1504901_D15 1 0.000 0.978 1.00 0.00
#> HP1504901_O20 1 0.000 0.978 1.00 0.00
#> HP1504901_K20 1 0.000 0.978 1.00 0.00
#> HP1504901_L12 1 0.000 0.978 1.00 0.00
#> HP1504901_E16 1 0.000 0.978 1.00 0.00
#> HP1504901_N9 1 0.000 0.978 1.00 0.00
#> HP1504901_F14 2 0.000 0.975 0.00 1.00
#> HP1504901_B15 1 0.000 0.978 1.00 0.00
#> HP1504901_L8 1 0.000 0.978 1.00 0.00
#> HP1504901_B3 1 0.000 0.978 1.00 0.00
#> HP1504901_A21 1 0.000 0.978 1.00 0.00
#> HP1504901_F15 1 0.000 0.978 1.00 0.00
#> HP1504901_N2 1 0.000 0.978 1.00 0.00
#> HP1504901_G20 1 0.000 0.978 1.00 0.00
#> HP1504901_H12 1 0.000 0.978 1.00 0.00
#> HP1504901_J12 1 0.000 0.978 1.00 0.00
#> HP1504901_D12 2 0.000 0.975 0.00 1.00
#> HP1504901_F2 2 0.000 0.975 0.00 1.00
#> HP1504901_G8 1 0.000 0.978 1.00 0.00
#> HP1504901_B22 2 0.000 0.975 0.00 1.00
#> HP1504901_F12 1 0.000 0.978 1.00 0.00
#> HP1504901_H10 1 0.000 0.978 1.00 0.00
#> HP1504901_O7 1 0.000 0.978 1.00 0.00
#> HP1504901_P14 1 0.242 0.942 0.96 0.04
#> HP1504901_H19 1 0.000 0.978 1.00 0.00
#> HP1504901_P21 1 0.141 0.961 0.98 0.02
#> HP1504901_G24 1 0.000 0.978 1.00 0.00
#> HP1504901_B8 1 0.000 0.978 1.00 0.00
#> HP1504901_N13 1 0.000 0.978 1.00 0.00
#> HP1504901_L20 1 0.000 0.978 1.00 0.00
#> HP1504901_K12 1 0.000 0.978 1.00 0.00
#> HP1504901_H22 1 0.000 0.978 1.00 0.00
#> HP1504901_C11 1 0.000 0.978 1.00 0.00
#> HP1504901_O1 1 0.000 0.978 1.00 0.00
#> HP1504901_B16 1 0.000 0.978 1.00 0.00
#> HP1504901_L17 1 0.000 0.978 1.00 0.00
#> HP1504901_O18 1 0.000 0.978 1.00 0.00
#> HP1504901_C17 1 0.242 0.942 0.96 0.04
#> HP1504901_B11 1 0.000 0.978 1.00 0.00
#> HP1504901_F17 2 0.000 0.975 0.00 1.00
#> HP1504901_D6 1 0.000 0.978 1.00 0.00
#> HP1504901_D18 2 0.000 0.975 0.00 1.00
#> HP1504901_K19 1 0.000 0.978 1.00 0.00
#> HP1504901_F6 1 0.000 0.978 1.00 0.00
#> HP1504901_D16 1 0.958 0.391 0.62 0.38
#> HP1504901_H14 1 0.000 0.978 1.00 0.00
#> HP1504901_M3 1 0.000 0.978 1.00 0.00
#> HP1504901_F1 1 0.000 0.978 1.00 0.00
#> HP1504901_O8 2 0.000 0.975 0.00 1.00
#> HP1504901_B13 1 0.000 0.978 1.00 0.00
#> HP1504901_B20 2 0.327 0.920 0.06 0.94
#> HP1504901_M12 1 0.000 0.978 1.00 0.00
#> HP1504901_H17 2 0.000 0.975 0.00 1.00
#> HP1504901_H4 1 0.000 0.978 1.00 0.00
#> HP1504901_H5 1 0.000 0.978 1.00 0.00
#> HP1504901_B1 1 0.000 0.978 1.00 0.00
#> HP1504901_F11 1 0.000 0.978 1.00 0.00
#> HP1504901_G9 1 0.995 0.145 0.54 0.46
#> HP1504901_O21 1 0.000 0.978 1.00 0.00
#> HP1504901_E24 1 0.722 0.749 0.80 0.20
#> HP1504901_G12 1 0.000 0.978 1.00 0.00
#> HP1504901_A16 1 0.000 0.978 1.00 0.00
#> HP1504901_A14 1 0.000 0.978 1.00 0.00
#> HP1504901_O9 1 0.981 0.276 0.58 0.42
#> HP1504901_G3 1 0.000 0.978 1.00 0.00
#> HP1504901_F5 1 0.981 0.278 0.58 0.42
#> HP1504901_P16 1 0.000 0.978 1.00 0.00
#> HP1504901_C16 2 0.904 0.537 0.32 0.68
#> HP1504901_G21 1 0.000 0.978 1.00 0.00
#> HP1504901_A5 1 0.000 0.978 1.00 0.00
#> HP1504901_A3 1 0.000 0.978 1.00 0.00
#> HP1504901_L18 1 0.000 0.978 1.00 0.00
#> HP1504901_H11 1 0.000 0.978 1.00 0.00
#> HP1504901_E18 1 0.327 0.922 0.94 0.06
#> HP1504901_H6 1 0.000 0.978 1.00 0.00
#> HP1504901_J17 2 0.469 0.879 0.10 0.90
#> HP1504901_N1 1 0.000 0.978 1.00 0.00
#> HP1504901_B4 1 0.000 0.978 1.00 0.00
#> HP1504901_J7 1 0.000 0.978 1.00 0.00
#> HP1504901_B7 2 0.904 0.539 0.32 0.68
#> HP1504901_D22 1 0.000 0.978 1.00 0.00
#> HP1504901_G4 1 0.000 0.978 1.00 0.00
#> HP1504901_D9 1 0.000 0.978 1.00 0.00
#> HP1504901_K14 1 0.000 0.978 1.00 0.00
#> HP1504901_N15 1 0.000 0.978 1.00 0.00
#> HP1504901_C13 1 0.000 0.978 1.00 0.00
#> HP1504901_B23 1 0.000 0.978 1.00 0.00
#> HP1504901_F19 1 0.000 0.978 1.00 0.00
#> HP1504901_K22 2 0.469 0.878 0.10 0.90
#> HP1504901_O5 2 0.760 0.719 0.22 0.78
#> HP1504901_J9 1 0.000 0.978 1.00 0.00
#> HP1504901_O17 1 0.000 0.978 1.00 0.00
#> HP1504901_A19 1 0.000 0.978 1.00 0.00
#> HP1504901_D5 1 0.000 0.978 1.00 0.00
#> HP1504901_D1 1 0.000 0.978 1.00 0.00
#> HP1504901_B6 1 0.000 0.978 1.00 0.00
#> HP1504901_E23 1 0.000 0.978 1.00 0.00
#> HP1504901_N8 1 0.000 0.978 1.00 0.00
#> HP1504901_N12 1 0.000 0.978 1.00 0.00
#> HP1504901_H8 1 0.000 0.978 1.00 0.00
#> HP1504901_L1 1 0.000 0.978 1.00 0.00
#> HP1504901_B9 1 0.000 0.978 1.00 0.00
#> HP1504901_O10 2 0.000 0.975 0.00 1.00
#> HP1504901_F20 2 0.000 0.975 0.00 1.00
#> HP1504901_O6 1 0.000 0.978 1.00 0.00
#> HP1504901_L13 1 0.000 0.978 1.00 0.00
#> HP1504901_L22 1 0.000 0.978 1.00 0.00
#> HP1504901_O24 1 0.000 0.978 1.00 0.00
#> HP1504901_G13 1 0.000 0.978 1.00 0.00
#> HP1504901_J22 2 0.000 0.975 0.00 1.00
#> HP1504901_L14 1 0.000 0.978 1.00 0.00
#> HP1504901_A2 1 0.000 0.978 1.00 0.00
#> HP1504901_L3 1 0.000 0.978 1.00 0.00
#> HP1504901_I3 1 0.141 0.961 0.98 0.02
#> HP1504901_A9 1 0.000 0.978 1.00 0.00
#> HP1504901_I21 1 0.000 0.978 1.00 0.00
#> HP1504901_G6 1 0.000 0.978 1.00 0.00
#> HP1504901_O16 2 0.000 0.975 0.00 1.00
#> HP1504901_E14 1 0.529 0.857 0.88 0.12
#> HP1504901_N24 1 0.000 0.978 1.00 0.00
#> HP1504901_D17 1 0.000 0.978 1.00 0.00
#> HP1504901_K6 1 0.000 0.978 1.00 0.00
#> HP1504901_I18 1 0.469 0.880 0.90 0.10
#> HP1504901_E21 1 0.000 0.978 1.00 0.00
#> HP1504901_H18 1 0.000 0.978 1.00 0.00
#> HP1504901_J6 1 0.529 0.856 0.88 0.12
#> HP1504901_I2 1 0.000 0.978 1.00 0.00
#> HP1504901_D14 1 0.000 0.978 1.00 0.00
#> HP1504901_G16 2 0.000 0.975 0.00 1.00
#> HP1504901_P20 1 0.000 0.978 1.00 0.00
#> HP1504901_M18 2 0.000 0.975 0.00 1.00
#> HP1504901_J3 2 0.971 0.344 0.40 0.60
#> HP1504901_D7 1 0.000 0.978 1.00 0.00
#> HP1504901_B10 1 0.000 0.978 1.00 0.00
#> HP1504901_K5 2 0.000 0.975 0.00 1.00
#> HP1504901_F10 1 0.000 0.978 1.00 0.00
#> HP1504901_G15 1 0.000 0.978 1.00 0.00
#> HP1504901_H2 1 0.000 0.978 1.00 0.00
#> HP1504901_G18 1 0.000 0.978 1.00 0.00
#> HP1504901_N19 2 0.000 0.975 0.00 1.00
#> HP1504901_C10 1 0.000 0.978 1.00 0.00
#> HP1504901_I22 1 0.000 0.978 1.00 0.00
#> HP1504901_B21 2 0.722 0.750 0.20 0.80
#> HP1504901_N7 1 0.000 0.978 1.00 0.00
#> HP1504901_C14 1 0.000 0.978 1.00 0.00
#> HP1504901_A10 1 0.000 0.978 1.00 0.00
#> HP1504901_C23 1 0.000 0.978 1.00 0.00
#> HP1504901_D21 1 0.000 0.978 1.00 0.00
#> HP1504901_G19 1 0.000 0.978 1.00 0.00
#> HP1504901_L9 1 0.000 0.978 1.00 0.00
#> HP1504901_N23 1 0.000 0.978 1.00 0.00
#> HP1504901_F3 1 0.000 0.978 1.00 0.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1502401_J14 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_B14 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_G14 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_H14 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_F17 1 0.5216 0.7441 0.74 0.00 0.26
#> HP1502401_J22 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_M15 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_K19 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1502401_H22 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_K17 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1502401_N17 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1504101T2D_I1 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1504101T2D_O13 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_B7 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_L3 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_D17 2 0.2066 0.9277 0.00 0.94 0.06
#> HP1502401_H11 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_K15 1 0.5948 0.3918 0.64 0.36 0.00
#> HP1502401_G10 2 0.2066 0.9279 0.06 0.94 0.00
#> HP1504101T2D_D8 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_L17 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_L16 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1504101T2D_E19 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_E22 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_M4 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_D7 3 0.2537 0.8797 0.00 0.08 0.92
#> HP1502401_O21 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_J11 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_K3 2 0.0892 0.9663 0.02 0.98 0.00
#> HP1502401_F22 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_I16 2 0.4002 0.8137 0.16 0.84 0.00
#> HP1502401_B24 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_N12 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1504101T2D_E10 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_N4 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_O24 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_K23 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_D8 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_G6 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_L7 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_B22 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1502401_I9 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_G12 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_D22 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_A15 2 0.2537 0.9067 0.08 0.92 0.00
#> HP1504101T2D_B3 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504101T2D_C9 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_I18 2 0.1529 0.9477 0.04 0.96 0.00
#> HP1502401_F15 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_B1 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_B11 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_F24 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1504101T2D_M8 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_O17 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_F9 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1504101T2D_H4 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_F16 3 0.0892 0.9378 0.00 0.02 0.98
#> HP1502401_C21 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_N21 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_A10 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_J12 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1502401_E3 2 0.0000 0.9839 0.00 1.00 0.00
#> AZ_A2 2 0.0000 0.9839 0.00 1.00 0.00
#> AZ_A12 2 0.3340 0.8567 0.00 0.88 0.12
#> AZ_A8 2 0.0000 0.9839 0.00 1.00 0.00
#> AZ_D3 2 0.0000 0.9839 0.00 1.00 0.00
#> AZ_H5 3 0.2066 0.9061 0.00 0.06 0.94
#> AZ_G4 3 0.7523 0.5942 0.26 0.08 0.66
#> AZ_G10 3 0.9823 0.2234 0.26 0.32 0.42
#> AZ_D6 2 0.0000 0.9839 0.00 1.00 0.00
#> AZ_H1 3 0.0000 0.9540 0.00 0.00 1.00
#> AZ_G3 2 0.0000 0.9839 0.00 1.00 0.00
#> AZ_H11 2 0.0000 0.9839 0.00 1.00 0.00
#> AZ_D9 1 0.0000 0.9063 1.00 0.00 0.00
#> AZ_G5 2 0.0000 0.9839 0.00 1.00 0.00
#> AZ_H2 3 0.0000 0.9540 0.00 0.00 1.00
#> AZ_G2 3 0.0000 0.9540 0.00 0.00 1.00
#> AZ_H6 3 0.0000 0.9540 0.00 0.00 1.00
#> AZ_H12 1 0.5016 0.7691 0.76 0.00 0.24
#> AZ_D12 2 0.0000 0.9839 0.00 1.00 0.00
#> AZ_F2 2 0.0000 0.9839 0.00 1.00 0.00
#> AZ_G1 2 0.0000 0.9839 0.00 1.00 0.00
#> AZ_E9 2 0.0000 0.9839 0.00 1.00 0.00
#> AZ_H9 1 0.2537 0.8727 0.92 0.00 0.08
#> AZ_D2 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1509101_O6 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1504901_D15 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_O20 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_K20 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_L12 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_E16 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_N9 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_F14 2 0.2537 0.9011 0.08 0.92 0.00
#> HP1504901_B15 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_L8 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_B3 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_A21 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_F15 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_N2 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_G20 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_H12 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_J12 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_D12 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_F2 3 0.5560 0.5656 0.00 0.30 0.70
#> HP1504901_G8 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_B22 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1504901_F12 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_H10 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_O7 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_P14 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_H19 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_P21 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_G24 1 0.2959 0.8631 0.90 0.00 0.10
#> HP1504901_B8 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_N13 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_L20 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_K12 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_H22 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_C11 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_O1 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_B16 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_L17 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_O18 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_C17 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_B11 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_F17 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1504901_D6 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_D18 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1504901_K19 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_F6 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_D16 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_H14 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_M3 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_F1 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_O8 3 0.5016 0.6643 0.00 0.24 0.76
#> HP1504901_B13 3 0.0892 0.9367 0.02 0.00 0.98
#> HP1504901_B20 2 0.5416 0.7826 0.10 0.82 0.08
#> HP1504901_M12 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_H17 3 0.5016 0.6643 0.00 0.24 0.76
#> HP1504901_H4 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_H5 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_B1 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_F11 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_G9 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_O21 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_E24 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_G12 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_A16 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_A14 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_O9 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_G3 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_F5 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_P16 3 0.5216 0.5683 0.26 0.00 0.74
#> HP1504901_C16 1 0.2414 0.8679 0.94 0.04 0.02
#> HP1504901_G21 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_A5 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_A3 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_L18 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_H11 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_E18 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_H6 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_J17 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_N1 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_B4 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_J7 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_B7 3 0.8033 0.5851 0.12 0.24 0.64
#> HP1504901_D22 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_G4 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_D9 1 0.3686 0.8399 0.86 0.00 0.14
#> HP1504901_K14 1 0.3340 0.8520 0.88 0.00 0.12
#> HP1504901_N15 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_C13 1 0.3340 0.8518 0.88 0.00 0.12
#> HP1504901_B23 1 0.4002 0.8267 0.84 0.00 0.16
#> HP1504901_F19 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_K22 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_O5 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_J9 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_O17 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_A19 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_D5 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_D1 1 0.3340 0.8525 0.88 0.00 0.12
#> HP1504901_B6 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_E23 1 0.6192 0.4475 0.58 0.00 0.42
#> HP1504901_N8 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_N12 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_H8 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_L1 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_B9 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_O10 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_F20 1 0.2537 0.8425 0.92 0.08 0.00
#> HP1504901_O6 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_L13 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_L22 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_O24 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_G13 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_J22 2 0.0000 0.9839 0.00 1.00 0.00
#> HP1504901_L14 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_A2 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_L3 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_I3 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_A9 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_I21 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_G6 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_O16 1 0.3340 0.8028 0.88 0.12 0.00
#> HP1504901_E14 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_N24 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_D17 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_K6 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_I18 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_E21 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_H18 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_J6 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_I2 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_D14 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_G16 2 0.2066 0.9279 0.00 0.94 0.06
#> HP1504901_P20 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_M18 2 0.5016 0.7106 0.24 0.76 0.00
#> HP1504901_J3 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_D7 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_B10 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_K5 1 0.6280 0.0772 0.54 0.46 0.00
#> HP1504901_F10 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_G15 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_H2 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_G18 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_N19 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_C10 3 0.0000 0.9540 0.00 0.00 1.00
#> HP1504901_I22 1 0.1529 0.8904 0.96 0.00 0.04
#> HP1504901_B21 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_N7 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_C14 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_A10 3 0.0892 0.9354 0.02 0.00 0.98
#> HP1504901_C23 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_D21 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_G19 1 0.0000 0.9063 1.00 0.00 0.00
#> HP1504901_L9 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_N23 1 0.5016 0.7691 0.76 0.00 0.24
#> HP1504901_F3 1 0.0000 0.9063 1.00 0.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1502401_J14 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_B14 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_G14 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_H14 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_F17 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1502401_J22 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_M15 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_K19 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1502401_H22 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_K17 3 0.4907 0.2195 0.00 0.00 0.58 0.42
#> HP1502401_N17 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1504101T2D_I1 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1504101T2D_O13 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_B7 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_L3 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_D17 2 0.1637 0.8905 0.00 0.94 0.06 0.00
#> HP1502401_H11 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_K15 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1502401_G10 2 0.4977 0.2648 0.46 0.54 0.00 0.00
#> HP1504101T2D_D8 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_L17 2 0.1211 0.9076 0.04 0.96 0.00 0.00
#> HP1502401_L16 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1504101T2D_E19 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_E22 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_M4 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_D7 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1502401_O21 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_J11 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_K3 2 0.4522 0.5685 0.32 0.68 0.00 0.00
#> HP1502401_F22 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_I16 1 0.4790 0.2284 0.62 0.38 0.00 0.00
#> HP1502401_B24 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_N12 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1504101T2D_E10 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_N4 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_O24 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_K23 2 0.2647 0.8275 0.00 0.88 0.00 0.12
#> HP1502401_D8 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_G6 2 0.0707 0.9235 0.00 0.98 0.02 0.00
#> HP1502401_L7 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_B22 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1502401_I9 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_G12 4 0.4713 0.3319 0.00 0.36 0.00 0.64
#> HP1502401_D22 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_A15 2 0.4907 0.3595 0.42 0.58 0.00 0.00
#> HP1504101T2D_B3 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504101T2D_C9 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_I18 2 0.4790 0.4555 0.38 0.62 0.00 0.00
#> HP1502401_F15 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_B1 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_B11 2 0.4948 0.2661 0.00 0.56 0.00 0.44
#> HP1502401_F24 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1504101T2D_M8 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_O17 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_F9 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1504101T2D_H4 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_F16 3 0.0707 0.9062 0.00 0.02 0.98 0.00
#> HP1502401_C21 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_N21 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_A10 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_J12 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1502401_E3 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> AZ_A2 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> AZ_A12 2 0.4610 0.7613 0.00 0.80 0.10 0.10
#> AZ_A8 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> AZ_D3 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> AZ_H5 4 0.0707 0.8220 0.00 0.02 0.00 0.98
#> AZ_G4 3 0.5987 0.1155 0.44 0.04 0.52 0.00
#> AZ_G10 1 0.7593 0.4716 0.60 0.18 0.18 0.04
#> AZ_D6 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> AZ_H1 3 0.3400 0.7375 0.00 0.00 0.82 0.18
#> AZ_G3 2 0.3610 0.7451 0.20 0.80 0.00 0.00
#> AZ_H11 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> AZ_D9 1 0.4948 0.3038 0.56 0.00 0.00 0.44
#> AZ_G5 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> AZ_H2 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> AZ_G2 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> AZ_H6 3 0.4907 0.2210 0.00 0.00 0.58 0.42
#> AZ_H12 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> AZ_D12 2 0.4907 0.3173 0.00 0.58 0.00 0.42
#> AZ_F2 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> AZ_G1 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> AZ_E9 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> AZ_H9 4 0.6323 -0.0341 0.44 0.00 0.06 0.50
#> AZ_D2 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1509101_O6 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1504901_D15 1 0.1211 0.8007 0.96 0.00 0.00 0.04
#> HP1504901_O20 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_K20 4 0.4624 0.4075 0.00 0.00 0.34 0.66
#> HP1504901_L12 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_E16 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_N9 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_F14 1 0.7877 -0.0679 0.36 0.28 0.00 0.36
#> HP1504901_B15 1 0.4994 0.2069 0.52 0.00 0.00 0.48
#> HP1504901_L8 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_B3 1 0.3801 0.6573 0.78 0.00 0.00 0.22
#> HP1504901_A21 4 0.3172 0.7136 0.00 0.00 0.16 0.84
#> HP1504901_F15 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_N2 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_G20 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_H12 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_J12 4 0.6649 0.2586 0.34 0.00 0.10 0.56
#> HP1504901_D12 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_F2 3 0.4855 0.2958 0.00 0.40 0.60 0.00
#> HP1504901_G8 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_B22 2 0.1637 0.8908 0.00 0.94 0.06 0.00
#> HP1504901_F12 1 0.4948 0.3045 0.56 0.00 0.00 0.44
#> HP1504901_H10 1 0.4406 0.5545 0.70 0.00 0.00 0.30
#> HP1504901_O7 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_P14 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_H19 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_P21 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_G24 4 0.4948 0.0415 0.44 0.00 0.00 0.56
#> HP1504901_B8 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_N13 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_L20 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_K12 1 0.5000 0.1480 0.50 0.00 0.00 0.50
#> HP1504901_H22 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_C11 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_O1 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_B16 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_L17 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_O18 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_C17 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_B11 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_F17 2 0.0000 0.9386 0.00 1.00 0.00 0.00
#> HP1504901_D6 3 0.4994 0.0135 0.00 0.00 0.52 0.48
#> HP1504901_D18 2 0.4624 0.5357 0.34 0.66 0.00 0.00
#> HP1504901_K19 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_F6 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_D16 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_H14 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_M3 1 0.4994 0.2069 0.52 0.00 0.00 0.48
#> HP1504901_F1 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_O8 3 0.3400 0.7260 0.00 0.18 0.82 0.00
#> HP1504901_B13 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_B20 4 0.3610 0.6513 0.00 0.20 0.00 0.80
#> HP1504901_M12 4 0.7135 0.4325 0.20 0.00 0.24 0.56
#> HP1504901_H17 3 0.0707 0.9050 0.00 0.02 0.98 0.00
#> HP1504901_H4 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_H5 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_B1 1 0.5000 0.1480 0.50 0.00 0.00 0.50
#> HP1504901_F11 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_G9 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_O21 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_E24 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_G12 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_A16 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_A14 1 0.4948 0.3045 0.56 0.00 0.00 0.44
#> HP1504901_O9 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_G3 1 0.3801 0.6575 0.78 0.00 0.00 0.22
#> HP1504901_F5 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_P16 4 0.4790 0.3705 0.00 0.00 0.38 0.62
#> HP1504901_C16 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_G21 3 0.2011 0.8510 0.00 0.00 0.92 0.08
#> HP1504901_A5 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_A3 3 0.1211 0.8898 0.00 0.00 0.96 0.04
#> HP1504901_L18 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_H11 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_E18 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_H6 1 0.5000 0.1480 0.50 0.00 0.00 0.50
#> HP1504901_J17 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_N1 1 0.5000 0.1480 0.50 0.00 0.00 0.50
#> HP1504901_B4 3 0.0707 0.9080 0.00 0.00 0.98 0.02
#> HP1504901_J7 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_B7 4 0.7021 0.0674 0.00 0.12 0.40 0.48
#> HP1504901_D22 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_G4 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_D9 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_K14 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_N15 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_C13 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_B23 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_F19 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_K22 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_O5 4 0.4994 0.0548 0.48 0.00 0.00 0.52
#> HP1504901_J9 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_O17 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_A19 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_D5 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_D1 4 0.2921 0.7019 0.14 0.00 0.00 0.86
#> HP1504901_B6 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_E23 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_N8 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_N12 1 0.3400 0.6979 0.82 0.00 0.00 0.18
#> HP1504901_H8 1 0.3400 0.6983 0.82 0.00 0.00 0.18
#> HP1504901_L1 4 0.6453 0.2191 0.36 0.00 0.08 0.56
#> HP1504901_B9 3 0.3975 0.6410 0.00 0.00 0.76 0.24
#> HP1504901_O10 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_F20 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_O6 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_L13 1 0.4994 0.2069 0.52 0.00 0.00 0.48
#> HP1504901_L22 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_O24 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_G13 1 0.4948 0.3038 0.56 0.00 0.00 0.44
#> HP1504901_J22 2 0.4977 0.2738 0.46 0.54 0.00 0.00
#> HP1504901_L14 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_A2 1 0.2345 0.7615 0.90 0.00 0.00 0.10
#> HP1504901_L3 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_I3 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_A9 1 0.4994 0.2069 0.52 0.00 0.00 0.48
#> HP1504901_I21 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_G6 1 0.5000 0.1480 0.50 0.00 0.00 0.50
#> HP1504901_O16 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_E14 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_N24 4 0.4406 0.5174 0.00 0.00 0.30 0.70
#> HP1504901_D17 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_K6 1 0.3975 0.6352 0.76 0.00 0.00 0.24
#> HP1504901_I18 4 0.3400 0.6556 0.18 0.00 0.00 0.82
#> HP1504901_E21 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_H18 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_J6 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_I2 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_D14 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_G16 2 0.2345 0.8515 0.00 0.90 0.10 0.00
#> HP1504901_P20 1 0.4977 0.2578 0.54 0.00 0.00 0.46
#> HP1504901_M18 1 0.3801 0.5890 0.78 0.22 0.00 0.00
#> HP1504901_J3 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_D7 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_B10 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_K5 1 0.1211 0.7869 0.96 0.04 0.00 0.00
#> HP1504901_F10 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_G15 1 0.4406 0.5564 0.70 0.00 0.00 0.30
#> HP1504901_H2 4 0.6976 0.4166 0.24 0.00 0.18 0.58
#> HP1504901_G18 3 0.0000 0.9225 0.00 0.00 1.00 0.00
#> HP1504901_N19 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_C10 3 0.3400 0.7365 0.00 0.00 0.82 0.18
#> HP1504901_I22 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_B21 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_N7 4 0.4977 -0.0354 0.46 0.00 0.00 0.54
#> HP1504901_C14 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_A10 4 0.3610 0.6737 0.00 0.00 0.20 0.80
#> HP1504901_C23 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_D21 1 0.0000 0.8215 1.00 0.00 0.00 0.00
#> HP1504901_G19 1 0.1211 0.8005 0.96 0.00 0.00 0.04
#> HP1504901_L9 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_N23 4 0.0000 0.8373 0.00 0.00 0.00 1.00
#> HP1504901_F3 1 0.0000 0.8215 1.00 0.00 0.00 0.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 232 9.47e-02 0.007614 3.23e-05 2
#> ATC:skmeans 234 6.94e-26 0.000962 2.28e-07 3
#> ATC:skmeans 198 6.49e-47 0.003208 8.74e-08 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node0212. Child nodes: Node021111-leaf , Node021112-leaf , Node021121-leaf , Node021122-leaf , Node021123-leaf , Node021211-leaf , Node021212-leaf , Node021213-leaf , Node021221-leaf , Node021222-leaf , Node021223-leaf , Node022111-leaf , Node022112-leaf , Node022113-leaf , Node022114-leaf , Node022211-leaf , Node022212-leaf , Node022213-leaf , Node022221-leaf , Node022222-leaf , Node022223-leaf , Node022224-leaf , Node023121-leaf , Node023122-leaf , Node023123-leaf , Node024221-leaf , Node024222-leaf , Node024223-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["02121"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11497 rows and 142 columns.
#> Top rows (734) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 4.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 0.999 0.954 0.981 0.495 0.506 0.506
#> 3 3 1.000 0.983 0.994 0.328 0.771 0.574
#> 4 4 0.984 0.934 0.974 0.126 0.892 0.697
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 4
#> attr(,"optional")
#> [1] 2 3
There is also optional best \(k\) = 2 3 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1502401_F17 2 0.469 0.881 0.10 0.90
#> HP1502401_K19 1 0.000 0.982 1.00 0.00
#> HP1502401_K17 1 0.000 0.982 1.00 0.00
#> HP1502401_B22 1 0.000 0.982 1.00 0.00
#> HP1504101T2D_B3 1 0.000 0.982 1.00 0.00
#> AZ_H5 2 0.855 0.622 0.28 0.72
#> AZ_G4 1 0.000 0.982 1.00 0.00
#> AZ_H1 1 0.000 0.982 1.00 0.00
#> AZ_D9 2 0.827 0.656 0.26 0.74
#> AZ_H2 1 0.000 0.982 1.00 0.00
#> AZ_G2 1 0.000 0.982 1.00 0.00
#> AZ_H6 1 0.000 0.982 1.00 0.00
#> AZ_H12 1 0.958 0.374 0.62 0.38
#> AZ_H9 1 0.000 0.982 1.00 0.00
#> HP1504901_D15 2 0.000 0.979 0.00 1.00
#> HP1504901_O20 1 0.000 0.982 1.00 0.00
#> HP1504901_K20 1 0.000 0.982 1.00 0.00
#> HP1504901_L12 2 0.000 0.979 0.00 1.00
#> HP1504901_E16 1 0.000 0.982 1.00 0.00
#> HP1504901_N9 2 0.000 0.979 0.00 1.00
#> HP1504901_B15 2 0.000 0.979 0.00 1.00
#> HP1504901_L8 1 0.000 0.982 1.00 0.00
#> HP1504901_B3 2 0.000 0.979 0.00 1.00
#> HP1504901_A21 1 0.000 0.982 1.00 0.00
#> HP1504901_F15 1 0.995 0.126 0.54 0.46
#> HP1504901_N2 2 0.000 0.979 0.00 1.00
#> HP1504901_G20 2 0.000 0.979 0.00 1.00
#> HP1504901_H12 2 0.000 0.979 0.00 1.00
#> HP1504901_J12 1 0.000 0.982 1.00 0.00
#> HP1504901_G8 1 0.000 0.982 1.00 0.00
#> HP1504901_F12 2 0.327 0.924 0.06 0.94
#> HP1504901_H10 2 0.000 0.979 0.00 1.00
#> HP1504901_O7 2 0.000 0.979 0.00 1.00
#> HP1504901_P14 1 0.000 0.982 1.00 0.00
#> HP1504901_H19 2 0.000 0.979 0.00 1.00
#> HP1504901_P21 2 0.000 0.979 0.00 1.00
#> HP1504901_G24 1 0.000 0.982 1.00 0.00
#> HP1504901_B8 2 0.000 0.979 0.00 1.00
#> HP1504901_N13 1 0.000 0.982 1.00 0.00
#> HP1504901_L20 1 0.000 0.982 1.00 0.00
#> HP1504901_K12 2 0.000 0.979 0.00 1.00
#> HP1504901_H22 1 0.000 0.982 1.00 0.00
#> HP1504901_C11 2 0.000 0.979 0.00 1.00
#> HP1504901_O1 2 0.827 0.657 0.26 0.74
#> HP1504901_B16 2 0.000 0.979 0.00 1.00
#> HP1504901_L17 1 0.000 0.982 1.00 0.00
#> HP1504901_O18 1 0.000 0.982 1.00 0.00
#> HP1504901_C17 1 0.000 0.982 1.00 0.00
#> HP1504901_B11 1 0.000 0.982 1.00 0.00
#> HP1504901_D6 1 0.000 0.982 1.00 0.00
#> HP1504901_K19 1 0.000 0.982 1.00 0.00
#> HP1504901_F6 2 0.000 0.979 0.00 1.00
#> HP1504901_D16 2 0.000 0.979 0.00 1.00
#> HP1504901_H14 2 0.000 0.979 0.00 1.00
#> HP1504901_M3 2 0.000 0.979 0.00 1.00
#> HP1504901_F1 1 0.000 0.982 1.00 0.00
#> HP1504901_B13 1 0.000 0.982 1.00 0.00
#> HP1504901_M12 1 0.000 0.982 1.00 0.00
#> HP1504901_H4 2 0.000 0.979 0.00 1.00
#> HP1504901_H5 1 0.000 0.982 1.00 0.00
#> HP1504901_B1 2 0.141 0.962 0.02 0.98
#> HP1504901_F11 1 0.000 0.982 1.00 0.00
#> HP1504901_G9 2 0.000 0.979 0.00 1.00
#> HP1504901_O21 2 0.000 0.979 0.00 1.00
#> HP1504901_E24 2 0.000 0.979 0.00 1.00
#> HP1504901_G12 1 0.000 0.982 1.00 0.00
#> HP1504901_A16 1 0.000 0.982 1.00 0.00
#> HP1504901_A14 1 0.242 0.945 0.96 0.04
#> HP1504901_O9 2 0.000 0.979 0.00 1.00
#> HP1504901_G3 2 0.000 0.979 0.00 1.00
#> HP1504901_F5 2 0.000 0.979 0.00 1.00
#> HP1504901_P16 1 0.000 0.982 1.00 0.00
#> HP1504901_G21 1 0.000 0.982 1.00 0.00
#> HP1504901_A5 2 0.000 0.979 0.00 1.00
#> HP1504901_A3 1 0.000 0.982 1.00 0.00
#> HP1504901_L18 2 0.000 0.979 0.00 1.00
#> HP1504901_H11 2 0.000 0.979 0.00 1.00
#> HP1504901_E18 2 0.000 0.979 0.00 1.00
#> HP1504901_H6 2 0.000 0.979 0.00 1.00
#> HP1504901_N1 2 0.000 0.979 0.00 1.00
#> HP1504901_B4 1 0.000 0.982 1.00 0.00
#> HP1504901_J7 1 0.000 0.982 1.00 0.00
#> HP1504901_D22 2 0.000 0.979 0.00 1.00
#> HP1504901_G4 1 0.000 0.982 1.00 0.00
#> HP1504901_D9 2 0.000 0.979 0.00 1.00
#> HP1504901_K14 2 0.000 0.979 0.00 1.00
#> HP1504901_N15 2 0.000 0.979 0.00 1.00
#> HP1504901_C13 2 0.000 0.979 0.00 1.00
#> HP1504901_B23 2 0.000 0.979 0.00 1.00
#> HP1504901_F19 2 0.000 0.979 0.00 1.00
#> HP1504901_J9 2 0.000 0.979 0.00 1.00
#> HP1504901_O17 2 0.000 0.979 0.00 1.00
#> HP1504901_A19 2 0.000 0.979 0.00 1.00
#> HP1504901_D5 2 0.000 0.979 0.00 1.00
#> HP1504901_D1 1 0.402 0.903 0.92 0.08
#> HP1504901_B6 2 0.000 0.979 0.00 1.00
#> HP1504901_E23 2 0.958 0.397 0.38 0.62
#> HP1504901_N8 1 0.000 0.982 1.00 0.00
#> HP1504901_N12 1 0.242 0.945 0.96 0.04
#> HP1504901_H8 2 0.000 0.979 0.00 1.00
#> HP1504901_L1 1 0.000 0.982 1.00 0.00
#> HP1504901_B9 1 0.000 0.982 1.00 0.00
#> HP1504901_O6 2 0.000 0.979 0.00 1.00
#> HP1504901_L13 2 0.141 0.962 0.02 0.98
#> HP1504901_L22 1 0.000 0.982 1.00 0.00
#> HP1504901_O24 2 0.000 0.979 0.00 1.00
#> HP1504901_G13 2 0.000 0.979 0.00 1.00
#> HP1504901_L14 2 0.000 0.979 0.00 1.00
#> HP1504901_A2 2 0.000 0.979 0.00 1.00
#> HP1504901_L3 2 0.000 0.979 0.00 1.00
#> HP1504901_I3 2 0.000 0.979 0.00 1.00
#> HP1504901_A9 2 0.000 0.979 0.00 1.00
#> HP1504901_I21 2 0.000 0.979 0.00 1.00
#> HP1504901_G6 1 0.000 0.982 1.00 0.00
#> HP1504901_E14 2 0.000 0.979 0.00 1.00
#> HP1504901_N24 1 0.000 0.982 1.00 0.00
#> HP1504901_D17 2 0.000 0.979 0.00 1.00
#> HP1504901_K6 2 0.000 0.979 0.00 1.00
#> HP1504901_I18 2 0.000 0.979 0.00 1.00
#> HP1504901_E21 1 0.000 0.982 1.00 0.00
#> HP1504901_H18 1 0.000 0.982 1.00 0.00
#> HP1504901_J6 2 0.000 0.979 0.00 1.00
#> HP1504901_I2 2 0.000 0.979 0.00 1.00
#> HP1504901_D14 2 0.000 0.979 0.00 1.00
#> HP1504901_P20 2 0.827 0.654 0.26 0.74
#> HP1504901_D7 1 0.000 0.982 1.00 0.00
#> HP1504901_B10 1 0.000 0.982 1.00 0.00
#> HP1504901_F10 2 0.000 0.979 0.00 1.00
#> HP1504901_G15 2 0.000 0.979 0.00 1.00
#> HP1504901_H2 1 0.000 0.982 1.00 0.00
#> HP1504901_G18 1 0.000 0.982 1.00 0.00
#> HP1504901_C10 1 0.000 0.982 1.00 0.00
#> HP1504901_I22 2 0.000 0.979 0.00 1.00
#> HP1504901_N7 2 0.000 0.979 0.00 1.00
#> HP1504901_C14 2 0.000 0.979 0.00 1.00
#> HP1504901_A10 1 0.000 0.982 1.00 0.00
#> HP1504901_C23 2 0.000 0.979 0.00 1.00
#> HP1504901_D21 2 0.000 0.979 0.00 1.00
#> HP1504901_G19 1 0.141 0.964 0.98 0.02
#> HP1504901_L9 2 0.000 0.979 0.00 1.00
#> HP1504901_N23 2 0.000 0.979 0.00 1.00
#> HP1504901_F3 2 0.000 0.979 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1502401_F17 3 0.000 0.9854 0.00 0.00 1.00
#> HP1502401_K19 1 0.000 0.9908 1.00 0.00 0.00
#> HP1502401_K17 1 0.000 0.9908 1.00 0.00 0.00
#> HP1502401_B22 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504101T2D_B3 1 0.000 0.9908 1.00 0.00 0.00
#> AZ_H5 3 0.000 0.9854 0.00 0.00 1.00
#> AZ_G4 1 0.000 0.9908 1.00 0.00 0.00
#> AZ_H1 1 0.000 0.9908 1.00 0.00 0.00
#> AZ_D9 2 0.000 1.0000 0.00 1.00 0.00
#> AZ_H2 1 0.000 0.9908 1.00 0.00 0.00
#> AZ_G2 1 0.000 0.9908 1.00 0.00 0.00
#> AZ_H6 1 0.000 0.9908 1.00 0.00 0.00
#> AZ_H12 3 0.000 0.9854 0.00 0.00 1.00
#> AZ_H9 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_D15 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_O20 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_K20 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_L12 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_E16 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_N9 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_B15 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_L8 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_B3 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_A21 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_F15 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_N2 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_G20 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_H12 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_J12 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_G8 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_F12 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_H10 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_O7 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_P14 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_H19 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_P21 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_G24 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_B8 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_N13 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_L20 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_K12 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_H22 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_C11 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_O1 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_B16 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_L17 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_O18 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_C17 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_B11 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_D6 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_K19 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_F6 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_D16 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_H14 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_M3 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_F1 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_B13 1 0.556 0.5717 0.70 0.30 0.00
#> HP1504901_M12 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_H4 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_H5 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_B1 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_F11 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_G9 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_O21 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_E24 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_G12 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_A16 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_A14 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_O9 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_G3 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_F5 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_P16 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_G21 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_A5 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_A3 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_L18 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_H11 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_E18 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_H6 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_N1 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_B4 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_J7 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_D22 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_G4 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_D9 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_K14 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_N15 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_C13 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_B23 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_F19 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_J9 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_O17 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_A19 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_D5 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_D1 3 0.758 0.0872 0.46 0.04 0.50
#> HP1504901_B6 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_E23 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_N8 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_N12 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_H8 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_L1 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_B9 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_O6 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_L13 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_L22 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_O24 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_G13 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_L14 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_A2 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_L3 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_I3 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_A9 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_I21 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_G6 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_E14 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_N24 1 0.207 0.9310 0.94 0.00 0.06
#> HP1504901_D17 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_K6 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_I18 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_E21 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_H18 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_J6 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_I2 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_D14 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_P20 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_D7 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_B10 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_F10 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_G15 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_H2 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_G18 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_C10 1 0.000 0.9908 1.00 0.00 0.00
#> HP1504901_I22 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_N7 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_C14 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_A10 1 0.207 0.9312 0.94 0.00 0.06
#> HP1504901_C23 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_D21 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_G19 2 0.000 1.0000 0.00 1.00 0.00
#> HP1504901_L9 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_N23 3 0.000 0.9854 0.00 0.00 1.00
#> HP1504901_F3 2 0.000 1.0000 0.00 1.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1502401_F17 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1502401_K19 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1502401_K17 4 0.4522 0.4983 0.32 0.00 0.00 0.68
#> HP1502401_B22 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504101T2D_B3 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> AZ_H5 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> AZ_G4 4 0.0000 0.9280 0.00 0.00 0.00 1.00
#> AZ_H1 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> AZ_D9 4 0.0000 0.9280 0.00 0.00 0.00 1.00
#> AZ_H2 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> AZ_G2 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> AZ_H6 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> AZ_H12 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> AZ_H9 4 0.0000 0.9280 0.00 0.00 0.00 1.00
#> HP1504901_D15 2 0.3400 0.7642 0.00 0.82 0.00 0.18
#> HP1504901_O20 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_K20 3 0.2921 0.8225 0.14 0.00 0.86 0.00
#> HP1504901_L12 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_E16 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_N9 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_B15 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_L8 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_B3 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_A21 3 0.2011 0.9004 0.08 0.00 0.92 0.00
#> HP1504901_F15 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_N2 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_G20 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_H12 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_J12 4 0.0000 0.9280 0.00 0.00 0.00 1.00
#> HP1504901_G8 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_F12 4 0.0000 0.9280 0.00 0.00 0.00 1.00
#> HP1504901_H10 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_O7 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_P14 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_H19 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_P21 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_G24 4 0.0000 0.9280 0.00 0.00 0.00 1.00
#> HP1504901_B8 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_N13 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_L20 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_K12 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_H22 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_C11 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_O1 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_B16 4 0.4624 0.4884 0.00 0.34 0.00 0.66
#> HP1504901_L17 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_O18 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_C17 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_B11 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_D6 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_K19 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_F6 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_D16 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_H14 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_M3 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_F1 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_B13 1 0.4790 0.3871 0.62 0.38 0.00 0.00
#> HP1504901_M12 4 0.0707 0.9145 0.02 0.00 0.00 0.98
#> HP1504901_H4 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_H5 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_B1 4 0.0000 0.9280 0.00 0.00 0.00 1.00
#> HP1504901_F11 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_G9 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_O21 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_E24 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_G12 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_A16 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_A14 4 0.0000 0.9280 0.00 0.00 0.00 1.00
#> HP1504901_O9 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_G3 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_F5 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_P16 1 0.4406 0.5591 0.70 0.00 0.00 0.30
#> HP1504901_G21 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_A5 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_A3 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_L18 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_H11 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_E18 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_H6 2 0.4994 0.0401 0.00 0.52 0.00 0.48
#> HP1504901_N1 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_B4 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_J7 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_D22 4 0.3400 0.7613 0.00 0.18 0.00 0.82
#> HP1504901_G4 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_D9 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_K14 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_N15 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_C13 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_B23 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_F19 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_J9 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_O17 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_A19 4 0.4855 0.3350 0.00 0.40 0.00 0.60
#> HP1504901_D5 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_D1 4 0.0000 0.9280 0.00 0.00 0.00 1.00
#> HP1504901_B6 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_E23 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_N8 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_N12 4 0.0000 0.9280 0.00 0.00 0.00 1.00
#> HP1504901_H8 4 0.2011 0.8701 0.00 0.08 0.00 0.92
#> HP1504901_L1 4 0.0000 0.9280 0.00 0.00 0.00 1.00
#> HP1504901_B9 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_O6 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_L13 4 0.0000 0.9280 0.00 0.00 0.00 1.00
#> HP1504901_L22 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_O24 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_G13 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_L14 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_A2 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_L3 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_I3 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_A9 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_I21 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_G6 4 0.0000 0.9280 0.00 0.00 0.00 1.00
#> HP1504901_E14 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_N24 1 0.1637 0.9159 0.94 0.00 0.06 0.00
#> HP1504901_D17 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_K6 2 0.2011 0.8899 0.00 0.92 0.00 0.08
#> HP1504901_I18 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_E21 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_H18 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_J6 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_I2 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_D14 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_P20 4 0.0000 0.9280 0.00 0.00 0.00 1.00
#> HP1504901_D7 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_B10 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_F10 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_G15 2 0.4977 0.1150 0.00 0.54 0.00 0.46
#> HP1504901_H2 4 0.1211 0.8988 0.04 0.00 0.00 0.96
#> HP1504901_G18 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_C10 1 0.0000 0.9791 1.00 0.00 0.00 0.00
#> HP1504901_I22 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_N7 2 0.1637 0.9128 0.00 0.94 0.00 0.06
#> HP1504901_C14 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_A10 1 0.1211 0.9384 0.96 0.00 0.04 0.00
#> HP1504901_C23 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_D21 2 0.0000 0.9690 0.00 1.00 0.00 0.00
#> HP1504901_G19 4 0.0000 0.9280 0.00 0.00 0.00 1.00
#> HP1504901_L9 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_N23 3 0.0000 0.9918 0.00 0.00 1.00 0.00
#> HP1504901_F3 2 0.0000 0.9690 0.00 1.00 0.00 0.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 139 1.53e-17 0.878 0.0353 2
#> ATC:skmeans 141 9.36e-42 0.422 0.0519 3
#> ATC:skmeans 136 3.66e-45 0.521 NaN 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node0212. Child nodes: Node021111-leaf , Node021112-leaf , Node021121-leaf , Node021122-leaf , Node021123-leaf , Node021211-leaf , Node021212-leaf , Node021213-leaf , Node021221-leaf , Node021222-leaf , Node021223-leaf , Node022111-leaf , Node022112-leaf , Node022113-leaf , Node022114-leaf , Node022211-leaf , Node022212-leaf , Node022213-leaf , Node022221-leaf , Node022222-leaf , Node022223-leaf , Node022224-leaf , Node023121-leaf , Node023122-leaf , Node023123-leaf , Node024221-leaf , Node024222-leaf , Node024223-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["02122"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11474 rows and 96 columns.
#> Top rows (870) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 3.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.986 0.994 0.503 0.498 0.498
#> 3 3 0.971 0.953 0.979 0.313 0.798 0.613
#> 4 4 0.683 0.642 0.834 0.110 0.886 0.685
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 3
#> attr(,"optional")
#> [1] 2
There is also optional best \(k\) = 2 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1502401_J14 2 0.000 0.991 0.00 1.00
#> HP1502401_B14 1 0.000 0.997 1.00 0.00
#> HP1502401_G14 1 0.000 0.997 1.00 0.00
#> HP1502401_H14 2 0.000 0.991 0.00 1.00
#> HP1502401_J22 1 0.000 0.997 1.00 0.00
#> HP1502401_M15 2 0.000 0.991 0.00 1.00
#> HP1502401_H22 1 0.000 0.997 1.00 0.00
#> HP1502401_N17 2 0.000 0.991 0.00 1.00
#> HP1504101T2D_I1 2 0.000 0.991 0.00 1.00
#> HP1504101T2D_O13 2 0.000 0.991 0.00 1.00
#> HP1502401_B7 1 0.000 0.997 1.00 0.00
#> HP1502401_L3 2 0.000 0.991 0.00 1.00
#> HP1502401_D17 1 0.000 0.997 1.00 0.00
#> HP1502401_H11 1 0.000 0.997 1.00 0.00
#> HP1502401_K15 2 0.000 0.991 0.00 1.00
#> HP1502401_G10 2 0.000 0.991 0.00 1.00
#> HP1504101T2D_D8 1 0.000 0.997 1.00 0.00
#> HP1502401_L17 2 0.000 0.991 0.00 1.00
#> HP1502401_L16 2 0.000 0.991 0.00 1.00
#> HP1504101T2D_E19 2 0.469 0.886 0.10 0.90
#> HP1502401_E22 1 0.000 0.997 1.00 0.00
#> HP1502401_M4 2 0.000 0.991 0.00 1.00
#> HP1502401_D7 1 0.000 0.997 1.00 0.00
#> HP1502401_O21 2 0.000 0.991 0.00 1.00
#> HP1502401_J11 2 0.000 0.991 0.00 1.00
#> HP1502401_K3 2 0.000 0.991 0.00 1.00
#> HP1502401_F22 1 0.000 0.997 1.00 0.00
#> HP1502401_I16 2 0.000 0.991 0.00 1.00
#> HP1502401_B24 1 0.000 0.997 1.00 0.00
#> HP1502401_N12 2 0.000 0.991 0.00 1.00
#> HP1504101T2D_E10 2 0.000 0.991 0.00 1.00
#> HP1502401_N4 2 0.000 0.991 0.00 1.00
#> HP1502401_O24 2 0.000 0.991 0.00 1.00
#> HP1502401_K23 1 0.327 0.937 0.94 0.06
#> HP1502401_D8 1 0.242 0.958 0.96 0.04
#> HP1502401_G6 1 0.000 0.997 1.00 0.00
#> HP1502401_L7 2 0.000 0.991 0.00 1.00
#> HP1502401_I9 1 0.000 0.997 1.00 0.00
#> HP1502401_G12 2 0.242 0.952 0.04 0.96
#> HP1502401_D22 1 0.000 0.997 1.00 0.00
#> HP1502401_A15 2 0.000 0.991 0.00 1.00
#> HP1504101T2D_C9 1 0.000 0.997 1.00 0.00
#> HP1502401_I18 2 0.000 0.991 0.00 1.00
#> HP1502401_F15 2 0.000 0.991 0.00 1.00
#> HP1502401_B1 1 0.000 0.997 1.00 0.00
#> HP1502401_B11 2 0.000 0.991 0.00 1.00
#> HP1502401_F24 1 0.000 0.997 1.00 0.00
#> HP1504101T2D_M8 2 0.925 0.489 0.34 0.66
#> HP1502401_O17 2 0.000 0.991 0.00 1.00
#> HP1502401_F9 1 0.000 0.997 1.00 0.00
#> HP1504101T2D_H4 2 0.000 0.991 0.00 1.00
#> HP1502401_F16 1 0.000 0.997 1.00 0.00
#> HP1502401_C21 1 0.000 0.997 1.00 0.00
#> HP1502401_N21 1 0.000 0.997 1.00 0.00
#> HP1502401_A10 1 0.000 0.997 1.00 0.00
#> HP1502401_J12 1 0.000 0.997 1.00 0.00
#> HP1502401_E3 1 0.000 0.997 1.00 0.00
#> AZ_A2 1 0.141 0.979 0.98 0.02
#> AZ_A12 1 0.000 0.997 1.00 0.00
#> AZ_A8 1 0.000 0.997 1.00 0.00
#> AZ_D3 2 0.000 0.991 0.00 1.00
#> AZ_G10 2 0.000 0.991 0.00 1.00
#> AZ_D6 1 0.000 0.997 1.00 0.00
#> AZ_G3 2 0.000 0.991 0.00 1.00
#> AZ_H11 1 0.000 0.997 1.00 0.00
#> AZ_G5 2 0.000 0.991 0.00 1.00
#> AZ_D12 2 0.000 0.991 0.00 1.00
#> AZ_F2 1 0.000 0.997 1.00 0.00
#> AZ_G1 2 0.000 0.991 0.00 1.00
#> AZ_E9 2 0.000 0.991 0.00 1.00
#> AZ_D2 1 0.000 0.997 1.00 0.00
#> HP1509101_O6 1 0.000 0.997 1.00 0.00
#> HP1504901_F14 2 0.000 0.991 0.00 1.00
#> HP1504901_D12 2 0.000 0.991 0.00 1.00
#> HP1504901_F2 1 0.000 0.997 1.00 0.00
#> HP1504901_B22 1 0.000 0.997 1.00 0.00
#> HP1504901_F17 1 0.000 0.997 1.00 0.00
#> HP1504901_D18 2 0.000 0.991 0.00 1.00
#> HP1504901_O8 1 0.000 0.997 1.00 0.00
#> HP1504901_B20 2 0.000 0.991 0.00 1.00
#> HP1504901_H17 1 0.000 0.997 1.00 0.00
#> HP1504901_C16 2 0.000 0.991 0.00 1.00
#> HP1504901_J17 2 0.000 0.991 0.00 1.00
#> HP1504901_B7 1 0.000 0.997 1.00 0.00
#> HP1504901_K22 1 0.000 0.997 1.00 0.00
#> HP1504901_O5 2 0.000 0.991 0.00 1.00
#> HP1504901_O10 2 0.000 0.991 0.00 1.00
#> HP1504901_F20 2 0.000 0.991 0.00 1.00
#> HP1504901_J22 2 0.000 0.991 0.00 1.00
#> HP1504901_O16 2 0.000 0.991 0.00 1.00
#> HP1504901_G16 1 0.000 0.997 1.00 0.00
#> HP1504901_M18 2 0.000 0.991 0.00 1.00
#> HP1504901_J3 1 0.000 0.997 1.00 0.00
#> HP1504901_K5 2 0.000 0.991 0.00 1.00
#> HP1504901_N19 2 0.000 0.991 0.00 1.00
#> HP1504901_B21 2 0.000 0.991 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1502401_J14 2 0.0000 0.980 0.00 1.00 0.00
#> HP1502401_B14 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_G14 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_H14 2 0.0892 0.965 0.00 0.98 0.02
#> HP1502401_J22 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_M15 2 0.0000 0.980 0.00 1.00 0.00
#> HP1502401_H22 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_N17 2 0.0000 0.980 0.00 1.00 0.00
#> HP1504101T2D_I1 3 0.0000 0.976 0.00 0.00 1.00
#> HP1504101T2D_O13 3 0.0000 0.976 0.00 0.00 1.00
#> HP1502401_B7 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_L3 2 0.0000 0.980 0.00 1.00 0.00
#> HP1502401_D17 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_H11 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_K15 2 0.0000 0.980 0.00 1.00 0.00
#> HP1502401_G10 2 0.0000 0.980 0.00 1.00 0.00
#> HP1504101T2D_D8 3 0.0000 0.976 0.00 0.00 1.00
#> HP1502401_L17 2 0.0000 0.980 0.00 1.00 0.00
#> HP1502401_L16 2 0.0000 0.980 0.00 1.00 0.00
#> HP1504101T2D_E19 3 0.0000 0.976 0.00 0.00 1.00
#> HP1502401_E22 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_M4 2 0.0000 0.980 0.00 1.00 0.00
#> HP1502401_D7 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_O21 2 0.0000 0.980 0.00 1.00 0.00
#> HP1502401_J11 2 0.0000 0.980 0.00 1.00 0.00
#> HP1502401_K3 2 0.0000 0.980 0.00 1.00 0.00
#> HP1502401_F22 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_I16 2 0.0000 0.980 0.00 1.00 0.00
#> HP1502401_B24 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_N12 2 0.0000 0.980 0.00 1.00 0.00
#> HP1504101T2D_E10 3 0.2537 0.910 0.00 0.08 0.92
#> HP1502401_N4 2 0.0000 0.980 0.00 1.00 0.00
#> HP1502401_O24 3 0.0000 0.976 0.00 0.00 1.00
#> HP1502401_K23 1 0.0892 0.958 0.98 0.02 0.00
#> HP1502401_D8 3 0.0000 0.976 0.00 0.00 1.00
#> HP1502401_G6 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_L7 2 0.0000 0.980 0.00 1.00 0.00
#> HP1502401_I9 3 0.0000 0.976 0.00 0.00 1.00
#> HP1502401_G12 3 0.0892 0.963 0.00 0.02 0.98
#> HP1502401_D22 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_A15 2 0.0000 0.980 0.00 1.00 0.00
#> HP1504101T2D_C9 3 0.0000 0.976 0.00 0.00 1.00
#> HP1502401_I18 2 0.0000 0.980 0.00 1.00 0.00
#> HP1502401_F15 3 0.0000 0.976 0.00 0.00 1.00
#> HP1502401_B1 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_B11 3 0.0892 0.963 0.00 0.02 0.98
#> HP1502401_F24 1 0.0000 0.977 1.00 0.00 0.00
#> HP1504101T2D_M8 3 0.0000 0.976 0.00 0.00 1.00
#> HP1502401_O17 2 0.0892 0.965 0.00 0.98 0.02
#> HP1502401_F9 1 0.0000 0.977 1.00 0.00 0.00
#> HP1504101T2D_H4 3 0.3340 0.862 0.00 0.12 0.88
#> HP1502401_F16 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_C21 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_N21 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_A10 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_J12 1 0.0000 0.977 1.00 0.00 0.00
#> HP1502401_E3 1 0.0000 0.977 1.00 0.00 0.00
#> AZ_A2 1 0.6045 0.397 0.62 0.00 0.38
#> AZ_A12 1 0.0000 0.977 1.00 0.00 0.00
#> AZ_A8 1 0.0000 0.977 1.00 0.00 0.00
#> AZ_D3 2 0.0000 0.980 0.00 1.00 0.00
#> AZ_G10 2 0.0000 0.980 0.00 1.00 0.00
#> AZ_D6 1 0.6045 0.405 0.62 0.00 0.38
#> AZ_G3 2 0.0000 0.980 0.00 1.00 0.00
#> AZ_H11 1 0.0000 0.977 1.00 0.00 0.00
#> AZ_G5 3 0.0000 0.976 0.00 0.00 1.00
#> AZ_D12 3 0.0000 0.976 0.00 0.00 1.00
#> AZ_F2 1 0.0892 0.960 0.98 0.00 0.02
#> AZ_G1 2 0.0000 0.980 0.00 1.00 0.00
#> AZ_E9 3 0.0000 0.976 0.00 0.00 1.00
#> AZ_D2 1 0.0000 0.977 1.00 0.00 0.00
#> HP1509101_O6 3 0.0000 0.976 0.00 0.00 1.00
#> HP1504901_F14 3 0.5016 0.687 0.00 0.24 0.76
#> HP1504901_D12 2 0.0000 0.980 0.00 1.00 0.00
#> HP1504901_F2 1 0.0000 0.977 1.00 0.00 0.00
#> HP1504901_B22 1 0.0000 0.977 1.00 0.00 0.00
#> HP1504901_F17 1 0.0000 0.977 1.00 0.00 0.00
#> HP1504901_D18 2 0.4796 0.727 0.00 0.78 0.22
#> HP1504901_O8 1 0.0000 0.977 1.00 0.00 0.00
#> HP1504901_B20 2 0.2537 0.909 0.00 0.92 0.08
#> HP1504901_H17 1 0.0000 0.977 1.00 0.00 0.00
#> HP1504901_C16 2 0.0000 0.980 0.00 1.00 0.00
#> HP1504901_J17 2 0.0000 0.980 0.00 1.00 0.00
#> HP1504901_B7 3 0.0000 0.976 0.00 0.00 1.00
#> HP1504901_K22 1 0.0000 0.977 1.00 0.00 0.00
#> HP1504901_O5 3 0.0000 0.976 0.00 0.00 1.00
#> HP1504901_O10 2 0.0000 0.980 0.00 1.00 0.00
#> HP1504901_F20 2 0.0000 0.980 0.00 1.00 0.00
#> HP1504901_J22 2 0.0000 0.980 0.00 1.00 0.00
#> HP1504901_O16 2 0.0000 0.980 0.00 1.00 0.00
#> HP1504901_G16 3 0.0000 0.976 0.00 0.00 1.00
#> HP1504901_M18 2 0.0000 0.980 0.00 1.00 0.00
#> HP1504901_J3 1 0.0000 0.977 1.00 0.00 0.00
#> HP1504901_K5 2 0.3686 0.841 0.00 0.86 0.14
#> HP1504901_N19 2 0.4555 0.758 0.00 0.80 0.20
#> HP1504901_B21 2 0.0892 0.965 0.00 0.98 0.02
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1502401_J14 2 0.0000 0.84889 0.00 1.00 0.00 0.00
#> HP1502401_B14 1 0.3972 0.81986 0.84 0.00 0.08 0.08
#> HP1502401_G14 1 0.5151 0.74843 0.76 0.00 0.14 0.10
#> HP1502401_H14 2 0.5957 -0.04701 0.00 0.54 0.04 0.42
#> HP1502401_J22 1 0.0000 0.88952 1.00 0.00 0.00 0.00
#> HP1502401_M15 2 0.0000 0.84889 0.00 1.00 0.00 0.00
#> HP1502401_H22 1 0.0000 0.88952 1.00 0.00 0.00 0.00
#> HP1502401_N17 2 0.0000 0.84889 0.00 1.00 0.00 0.00
#> HP1504101T2D_I1 3 0.0000 0.78148 0.00 0.00 1.00 0.00
#> HP1504101T2D_O13 3 0.0000 0.78148 0.00 0.00 1.00 0.00
#> HP1502401_B7 1 0.0000 0.88952 1.00 0.00 0.00 0.00
#> HP1502401_L3 2 0.3610 0.62131 0.00 0.80 0.00 0.20
#> HP1502401_D17 1 0.4642 0.65004 0.74 0.24 0.00 0.02
#> HP1502401_H11 1 0.1211 0.88081 0.96 0.00 0.00 0.04
#> HP1502401_K15 2 0.1637 0.80348 0.00 0.94 0.00 0.06
#> HP1502401_G10 2 0.0000 0.84889 0.00 1.00 0.00 0.00
#> HP1504101T2D_D8 3 0.0000 0.78148 0.00 0.00 1.00 0.00
#> HP1502401_L17 2 0.0707 0.83399 0.00 0.98 0.00 0.02
#> HP1502401_L16 2 0.0000 0.84889 0.00 1.00 0.00 0.00
#> HP1504101T2D_E19 3 0.0000 0.78148 0.00 0.00 1.00 0.00
#> HP1502401_E22 1 0.0000 0.88952 1.00 0.00 0.00 0.00
#> HP1502401_M4 2 0.0707 0.83683 0.00 0.98 0.00 0.02
#> HP1502401_D7 1 0.0000 0.88952 1.00 0.00 0.00 0.00
#> HP1502401_O21 2 0.0000 0.84889 0.00 1.00 0.00 0.00
#> HP1502401_J11 2 0.0000 0.84889 0.00 1.00 0.00 0.00
#> HP1502401_K3 2 0.0000 0.84889 0.00 1.00 0.00 0.00
#> HP1502401_F22 1 0.0000 0.88952 1.00 0.00 0.00 0.00
#> HP1502401_I16 4 0.4994 0.23116 0.00 0.48 0.00 0.52
#> HP1502401_B24 1 0.0000 0.88952 1.00 0.00 0.00 0.00
#> HP1502401_N12 2 0.0000 0.84889 0.00 1.00 0.00 0.00
#> HP1504101T2D_E10 3 0.5956 0.51550 0.00 0.10 0.68 0.22
#> HP1502401_N4 2 0.0707 0.83750 0.00 0.98 0.00 0.02
#> HP1502401_O24 3 0.3400 0.66172 0.00 0.00 0.82 0.18
#> HP1502401_K23 1 0.7344 0.19947 0.46 0.38 0.00 0.16
#> HP1502401_D8 3 0.0000 0.78148 0.00 0.00 1.00 0.00
#> HP1502401_G6 1 0.0000 0.88952 1.00 0.00 0.00 0.00
#> HP1502401_L7 2 0.0000 0.84889 0.00 1.00 0.00 0.00
#> HP1502401_I9 3 0.4277 0.58046 0.00 0.00 0.72 0.28
#> HP1502401_G12 4 0.6425 0.01166 0.02 0.04 0.36 0.58
#> HP1502401_D22 1 0.0000 0.88952 1.00 0.00 0.00 0.00
#> HP1502401_A15 2 0.0000 0.84889 0.00 1.00 0.00 0.00
#> HP1504101T2D_C9 3 0.0000 0.78148 0.00 0.00 1.00 0.00
#> HP1502401_I18 2 0.0707 0.83651 0.00 0.98 0.00 0.02
#> HP1502401_F15 4 0.4948 -0.07094 0.00 0.00 0.44 0.56
#> HP1502401_B1 1 0.0707 0.88474 0.98 0.00 0.00 0.02
#> HP1502401_B11 4 0.4713 0.11841 0.00 0.00 0.36 0.64
#> HP1502401_F24 1 0.0000 0.88952 1.00 0.00 0.00 0.00
#> HP1504101T2D_M8 3 0.0000 0.78148 0.00 0.00 1.00 0.00
#> HP1502401_O17 4 0.6805 0.38787 0.00 0.40 0.10 0.50
#> HP1502401_F9 1 0.2011 0.86799 0.92 0.00 0.00 0.08
#> HP1504101T2D_H4 3 0.6617 0.30859 0.00 0.12 0.60 0.28
#> HP1502401_F16 1 0.3335 0.79256 0.86 0.12 0.00 0.02
#> HP1502401_C21 1 0.0000 0.88952 1.00 0.00 0.00 0.00
#> HP1502401_N21 1 0.0000 0.88952 1.00 0.00 0.00 0.00
#> HP1502401_A10 1 0.0000 0.88952 1.00 0.00 0.00 0.00
#> HP1502401_J12 1 0.0000 0.88952 1.00 0.00 0.00 0.00
#> HP1502401_E3 1 0.0000 0.88952 1.00 0.00 0.00 0.00
#> AZ_A2 1 0.8389 0.02254 0.38 0.02 0.26 0.34
#> AZ_A12 1 0.4292 0.76872 0.82 0.10 0.00 0.08
#> AZ_A8 1 0.2011 0.86772 0.92 0.00 0.00 0.08
#> AZ_D3 2 0.4624 0.32406 0.00 0.66 0.00 0.34
#> AZ_G10 2 0.0707 0.83399 0.00 0.98 0.00 0.02
#> AZ_D6 3 0.6649 0.21268 0.34 0.00 0.56 0.10
#> AZ_G3 2 0.0707 0.83399 0.00 0.98 0.00 0.02
#> AZ_H11 1 0.0000 0.88952 1.00 0.00 0.00 0.00
#> AZ_G5 4 0.4713 0.11850 0.00 0.00 0.36 0.64
#> AZ_D12 4 0.4522 0.20306 0.00 0.00 0.32 0.68
#> AZ_F2 1 0.6477 0.51079 0.60 0.00 0.30 0.10
#> AZ_G1 2 0.0000 0.84889 0.00 1.00 0.00 0.00
#> AZ_E9 3 0.5915 0.23698 0.00 0.04 0.56 0.40
#> AZ_D2 1 0.6248 0.58376 0.64 0.00 0.26 0.10
#> HP1509101_O6 3 0.3853 0.72260 0.02 0.00 0.82 0.16
#> HP1504901_F14 4 0.3247 0.51815 0.00 0.06 0.06 0.88
#> HP1504901_D12 4 0.5062 0.52546 0.00 0.30 0.02 0.68
#> HP1504901_F2 1 0.3037 0.84994 0.88 0.00 0.02 0.10
#> HP1504901_B22 1 0.4292 0.80593 0.82 0.00 0.08 0.10
#> HP1504901_F17 1 0.5784 0.67433 0.70 0.00 0.20 0.10
#> HP1504901_D18 4 0.2647 0.56678 0.00 0.12 0.00 0.88
#> HP1504901_O8 1 0.2011 0.86772 0.92 0.00 0.00 0.08
#> HP1504901_B20 4 0.4955 0.52015 0.02 0.20 0.02 0.76
#> HP1504901_H17 1 0.2011 0.86772 0.92 0.00 0.00 0.08
#> HP1504901_C16 2 0.4977 -0.08891 0.00 0.54 0.00 0.46
#> HP1504901_J17 4 0.4994 0.23909 0.00 0.48 0.00 0.52
#> HP1504901_B7 3 0.3172 0.73137 0.00 0.00 0.84 0.16
#> HP1504901_K22 1 0.0000 0.88952 1.00 0.00 0.00 0.00
#> HP1504901_O5 3 0.5000 0.17311 0.00 0.00 0.50 0.50
#> HP1504901_O10 2 0.4948 0.00344 0.00 0.56 0.00 0.44
#> HP1504901_F20 2 0.4977 -0.10615 0.00 0.54 0.00 0.46
#> HP1504901_J22 4 0.4977 0.29294 0.00 0.46 0.00 0.54
#> HP1504901_O16 4 0.4948 0.32396 0.00 0.44 0.00 0.56
#> HP1504901_G16 3 0.2011 0.74523 0.00 0.00 0.92 0.08
#> HP1504901_M18 4 0.4907 0.36830 0.00 0.42 0.00 0.58
#> HP1504901_J3 1 0.2011 0.86772 0.92 0.00 0.00 0.08
#> HP1504901_K5 4 0.4472 0.57298 0.00 0.22 0.02 0.76
#> HP1504901_N19 4 0.6049 0.57619 0.00 0.20 0.12 0.68
#> HP1504901_B21 4 0.4790 0.43608 0.00 0.38 0.00 0.62
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 95 5.86e-16 5.59e-01 0.61103 2
#> ATC:skmeans 94 4.10e-18 6.11e-07 0.00299 3
#> ATC:skmeans 73 3.17e-14 8.52e-08 NaN 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node02. Child nodes: Node0121-leaf , Node0122 , Node0123-leaf , Node0131-leaf , Node0132-leaf , Node0211 , Node0212 , Node0213-leaf , Node0221 , Node0222 , Node0223 , Node0231 , Node0232 , Node0233 , Node0241 , Node0242 , Node0243 .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["022"]
A summary of res and all the functions that can be applied to it:
res
#> A 'DownSamplingConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 12668 rows and 500 columns, randomly sampled from 600 columns.
#> Top rows (1203) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 4.
#>
#> Following methods can be applied to this 'DownSamplingConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.989 0.996 0.492 0.509 0.509
#> 3 3 1.000 0.988 0.995 0.320 0.823 0.659
#> 4 4 0.912 0.898 0.949 0.064 0.958 0.882
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 4
#> attr(,"optional")
#> [1] 2 3
There is also optional best \(k\) = 2 3 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
get_classes(res, k = 2)
#> class p
#> HP1502401_A14 1 0.000
#> HP1502401_I14 1 0.000
#> HP1502401_F13 2 1.000
#> HP1502401_H23 1 0.000
#> HP1502401_G18 1 0.000
#> HP1502401_G23 1 0.000
#> HP1502401_D18 1 0.000
#> HP1504101T2D_L14 1 0.000
#> HP1502401_N2 1 0.000
#> HP1504101T2D_B8 1 0.000
#> HP1502401_O14 1 0.000
#> HP1502401_L5 1 0.000
#> HP1504101T2D_C1 1 0.000
#> HP1504101T2D_K19 1 0.000
#> HP1502401_H21 1 0.000
#> HP1502401_B17 1 0.000
#> HP1502401_N18 1 0.000
#> HP1504101T2D_I6 1 0.000
#> HP1504101T2D_P3 1 0.000
#> HP1502401_M8 1 0.000
#> HP1502401_I2 1 0.000
#> HP1502401_L18 2 1.000
#> HP1504101T2D_H18 1 0.000
#> HP1502401_D4 1 0.000
#> HP1504101T2D_F18 1 0.000
#> HP1504101T2D_A10 1 0.249
#> HP1502401_K10 1 0.000
#> HP1502401_D10 1 0.000
#> HP1502401_A22 1 0.000
#> HP1504101T2D_C11 1 0.000
#> HP1502401_J15 1 0.000
#> HP1502401_J19 1 0.000
#> HP1502401_O10 1 0.000
#> HP1504101T2D_K10 1 0.000
#> HP1502401_C12 2 1.000
#> HP1504101T2D_J16 1 0.000
#> HP1502401_J17 1 0.000
#> HP1502401_N10 1 0.000
#> HP1502401_D2 1 0.000
#> HP1502401_E23 1 0.000
#> HP1502401_E24 1 0.000
#> HP1504101T2D_F1 1 0.000
#> HP1502401_J24 1 0.000
#> HP1502401_M16 1 0.000
#> HP1502401_E2 1 0.000
#> HP1502401_C1 1 0.000
#> HP1502401_I21 1 0.000
#> HP1502401_J2 1 0.000
#> HP1502401_M22 1 0.000
#> HP1502401_N16 1 0.000
#> HP1502401_E20 1 0.000
#> HP1504101T2D_O24 1 0.000
#> AZ_B8 1 0.000
#> AZ_A7 1 0.000
#> AZ_C3 1 0.000
#> AZ_H10 1 0.000
#> AZ_F6 1 0.000
#> AZ_F9 2 1.000
#> AZ_C9 1 0.000
#> HP1508501T2D_K2 1 0.751
#> HP1508501T2D_E1 1 0.502
#> HP1508501T2D_G2 1 0.751
#> HP1508501T2D_I1 1 0.249
#> HP1508501T2D_C2 1 1.000
#> HP1508501T2D_G3 1 0.000
#> HP1508501T2D_G1 1 0.000
#> HP1508501T2D_N1 1 0.000
#> HP1508501T2D_B18 1 0.000
#> HP1508501T2D_A8 1 0.000
#> HP1508501T2D_O3 2 1.000
#> HP1508501T2D_M17 1 0.000
#> HP1508501T2D_A23 2 0.000
#> HP1508501T2D_M3 1 0.000
#> HP1508501T2D_L20 2 0.000
#> HP1508501T2D_P14 1 0.000
#> HP1508501T2D_I24 1 0.000
#> HP1508501T2D_F4 1 0.751
#> HP1508501T2D_F12 1 0.000
#> HP1508501T2D_N9 2 0.751
#> HP1508501T2D_H5 1 0.000
#> HP1508501T2D_J23 2 0.498
#> HP1508501T2D_B17 1 0.000
#> HP1508501T2D_I3 1 0.000
#> HP1508501T2D_J11 1 0.000
#> HP1508501T2D_N7 1 0.000
#> HP1508501T2D_M15 1 0.000
#> HP1508501T2D_K22 1 0.000
#> HP1508501T2D_H17 1 0.000
#> HP1508501T2D_M22 1 0.000
#> HP1508501T2D_N13 1 0.000
#> HP1508501T2D_F8 1 0.000
#> HP1508501T2D_L10 1 0.000
#> HP1508501T2D_N24 1 0.502
#> HP1508501T2D_O7 2 1.000
#> HP1508501T2D_E15 1 0.000
#> HP1508501T2D_N17 1 0.000
#> HP1508501T2D_G12 2 1.000
#> HP1508501T2D_N2 1 0.249
#> HP1508501T2D_K18 1 0.000
#> HP1508501T2D_N22 2 1.000
#> HP1508501T2D_C24 1 0.000
#> HP1508501T2D_H13 1 0.249
#> HP1508501T2D_M7 2 1.000
#> HP1508501T2D_L21 1 0.498
#> HP1508501T2D_G19 1 0.000
#> HP1508501T2D_E7 2 0.502
#> HP1508501T2D_I11 1 0.000
#> HP1508501T2D_K7 1 0.000
#> HP1508501T2D_O9 2 0.498
#> HP1508501T2D_I17 1 0.000
#> HP1508501T2D_O13 2 1.000
#> HP1508501T2D_L11 2 0.000
#> HP1508501T2D_G14 2 1.000
#> HP1508501T2D_J13 1 0.747
#> HP1508501T2D_M18 1 0.000
#> HP1508501T2D_K6 2 1.000
#> HP1508501T2D_F21 1 0.253
#> HP1508501T2D_C19 2 0.000
#> HP1508501T2D_E17 1 0.000
#> HP1508501T2D_H16 1 0.000
#> HP1508501T2D_G17 1 0.000
#> HP1508501T2D_F15 2 0.000
#> HP1508501T2D_C15 2 0.498
#> HP1508501T2D_I10 1 0.000
#> HP1508501T2D_N15 1 0.000
#> HP1508501T2D_L23 2 0.000
#> HP1508501T2D_B24 2 1.000
#> HP1508501T2D_E4 1 0.000
#> HP1508501T2D_L2 1 0.000
#> HP1508501T2D_D9 1 0.000
#> HP1508501T2D_L15 1 0.000
#> HP1508501T2D_G18 1 0.000
#> HP1508501T2D_O8 1 0.000
#> HP1508501T2D_D24 1 0.000
#> HP1508501T2D_C12 2 0.502
#> HP1508501T2D_K15 1 0.000
#> HP1508501T2D_J22 2 0.498
#> HP1508501T2D_N23 1 0.747
#> HP1508501T2D_A17 1 0.000
#> HP1508501T2D_L24 1 0.249
#> HP1508501T2D_C11 1 0.000
#> HP1508501T2D_P2 1 0.498
#> HP1508501T2D_B14 1 0.000
#> HP1508501T2D_C18 1 0.249
#> HP1508501T2D_O12 2 0.747
#> HP1508501T2D_J14 1 0.000
#> HP1508501T2D_L5 2 1.000
#> HP1508501T2D_M23 2 0.502
#> HP1508501T2D_N10 1 0.000
#> HP1508501T2D_K23 1 0.000
#> HP1508501T2D_I4 1 0.000
#> HP1508501T2D_N6 1 0.498
#> HP1508501T2D_I19 1 0.000
#> HP1508501T2D_J16 1 0.000
#> HP1508501T2D_D18 1 0.000
#> HP1508501T2D_G13 1 0.000
#> HP1508501T2D_N21 1 0.000
#> HP1508501T2D_E20 2 0.747
#> HP1508501T2D_J2 2 0.249
#> HP1508501T2D_G23 1 0.000
#> HP1508501T2D_I7 2 1.000
#> HP1508501T2D_O11 1 0.000
#> HP1508501T2D_I12 1 0.000
#> HP1508501T2D_M10 2 1.000
#> HP1508501T2D_A11 2 1.000
#> HP1508501T2D_E11 1 0.000
#> HP1508501T2D_I13 1 0.253
#> HP1508501T2D_L9 1 0.000
#> HP1508501T2D_E9 1 0.000
#> HP1508501T2D_D22 2 0.000
#> HP1508501T2D_I21 2 0.498
#> HP1508501T2D_K3 1 0.000
#> HP1508501T2D_N8 1 0.000
#> HP1508501T2D_J15 2 0.000
#> HP1506401_G2 2 1.000
#> HP1506401_K2 1 0.000
#> HP1506401_M1 1 0.000
#> HP1506401_O2 2 0.249
#> HP1506401_D14 2 1.000
#> HP1506401_A9 2 1.000
#> HP1506401_N10 1 0.498
#> HP1506401_D15 1 0.253
#> HP1506401_J9 2 1.000
#> HP1506401_N1 2 1.000
#> HP1506401_G14 1 0.000
#> HP1506401_O16 1 0.000
#> HP1506401_D3 1 0.000
#> HP1506401_E23 2 1.000
#> HP1506401_G21 1 0.000
#> HP1506401_B17 1 0.000
#> HP1506401_N9 2 1.000
#> HP1506401_J5 2 0.000
#> HP1506401_M16 2 1.000
#> HP1506401_H15 1 0.000
#> HP1506401_H16 1 0.000
#> HP1506401_C24 2 1.000
#> HP1506401_E6 2 0.249
#> HP1506401_J2 1 0.000
#> HP1506401_B1 1 0.000
#> HP1506401_H4 1 0.000
#> HP1506401_I15 1 0.000
#> HP1506401_O4 2 0.751
#> HP1506401_D24 1 0.000
#> HP1506401_L21 2 0.747
#> HP1506401_J24 1 0.000
#> HP1506401_J6 2 1.000
#> HP1506401_N5 2 1.000
#> HP1506401_I24 2 1.000
#> HP1506401_F16 2 1.000
#> HP1506401_M18 2 1.000
#> HP1506401_I13 1 0.000
#> HP1506401_J8 2 1.000
#> HP1506401_K17 1 0.000
#> HP1506401_O24 1 0.000
#> HP1506401_L18 2 1.000
#> HP1506401_H18 2 1.000
#> HP1506401_F2 2 1.000
#> HP1506401_M4 2 1.000
#> HP1506401_J3 2 1.000
#> HP1506401_N16 2 0.498
#> HP1506401_D8 2 1.000
#> HP1506401_H7 1 0.000
#> HP1506401_M21 1 0.000
#> HP1506401_P11 2 0.747
#> HP1506401_L10 2 0.000
#> HP1506401_N24 1 0.000
#> HP1506401_P5 1 0.000
#> HP1506401_L20 1 0.000
#> HP1506401_C17 1 0.000
#> HP1506401_M19 2 1.000
#> HP1506401_J7 2 1.000
#> HP1506401_J23 1 0.000
#> HP1506401_D2 1 0.000
#> HP1506401_D23 1 0.000
#> HP1506401_G18 1 0.000
#> HP1506401_B5 1 0.000
#> HP1506401_K6 2 1.000
#> HP1506401_E17 1 0.000
#> HP1506401_G19 2 1.000
#> HP1506401_O21 1 0.000
#> HP1506401_L9 2 1.000
#> HP1506401_L4 1 0.000
#> HP1506401_E18 1 0.000
#> HP1506401_L13 2 1.000
#> HP1506401_G4 2 1.000
#> HP1506401_H6 2 0.000
#> HP1506401_F10 1 0.000
#> HP1506401_I4 1 0.000
#> HP1506401_D17 1 0.000
#> HP1506401_P22 2 0.498
#> HP1506401_D12 1 0.000
#> HP1506401_O8 2 1.000
#> HP1506401_B14 1 0.000
#> HP1506401_B16 2 1.000
#> HP1506401_I21 1 0.000
#> HP1506401_I6 1 0.000
#> HP1506401_F19 2 1.000
#> HP1506401_L1 2 0.000
#> HP1506401_C13 1 0.000
#> HP1506401_O7 1 0.000
#> HP1506401_A4 1 0.000
#> HP1506401_P1 2 1.000
#> HP1506401_K14 1 0.000
#> HP1506401_J20 1 0.000
#> HP1506401_J14 1 0.000
#> HP1506401_P21 2 1.000
#> HP1506401_O18 2 1.000
#> HP1506401_H2 2 0.249
#> HP1506401_K19 2 0.498
#> HP1506401_G15 1 0.000
#> HP1506401_F5 2 1.000
#> HP1506401_C16 2 1.000
#> HP1506401_K4 2 0.751
#> HP1506401_L3 1 0.000
#> HP1506401_F23 1 0.000
#> HP1506401_A7 1 0.000
#> HP1506401_P9 2 0.000
#> HP1506401_B15 2 1.000
#> HP1506401_K16 2 0.249
#> HP1506401_M8 2 1.000
#> HP1506401_A6 2 1.000
#> HP1506401_H23 2 0.498
#> HP1506401_I18 2 1.000
#> HP1506401_B24 1 0.000
#> HP1506401_E24 1 0.000
#> HP1506401_E8 1 0.000
#> HP1506401_G23 1 0.000
#> HP1506401_N17 2 1.000
#> HP1506401_J15 1 0.000
#> HP1506401_I10 2 1.000
#> HP1506401_G16 2 1.000
#> HP1506401_P23 2 1.000
#> HP1506401_M11 1 0.502
#> HP1506401_B6 2 1.000
#> HP1506401_N22 1 0.000
#> HP1506401_C7 1 0.000
#> HP1506401_A12 2 0.253
#> HP1506401_J22 2 1.000
#> HP1506401_C23 2 1.000
#> HP1506401_H1 1 0.000
#> HP1506401_H9 1 0.502
#> HP1506401_N23 1 0.000
#> HP1506401_H3 1 0.000
#> HP1506401_L11 2 1.000
#> HP1506401_E14 1 0.000
#> HP1506401_J21 2 0.502
#> HP1506401_P4 1 0.249
#> HP1506401_O12 2 1.000
#> HP1506401_J11 1 0.000
#> HP1506401_B23 2 0.747
#> HP1506401_D1 1 0.000
#> HP1506401_P10 2 1.000
#> HP1506401_D7 1 0.000
#> HP1507101_G2 1 0.000
#> HP1507101_J15 1 0.000
#> HP1507101_K16 1 0.000
#> HP1507101_M10 1 0.000
#> HP1507101_J12 2 1.000
#> HP1507101_E22 2 1.000
#> HP1507101_G10 1 0.000
#> HP1507101_H16 1 0.000
#> HP1507101_N17 2 0.498
#> HP1507101_J7 1 0.000
#> HP1507101_F15 2 1.000
#> HP1507101_D9 2 1.000
#> HP1507101_O12 1 0.249
#> HP1507101_N8 1 0.000
#> HP1507101_D10 2 1.000
#> HP1507101_P1 1 0.000
#> HP1507101_K20 1 0.000
#> HP1507101_L1 1 0.000
#> HP1509101_I17 1 0.000
#> HP1509101_D10 2 1.000
#> HP1509101_A24 1 0.000
#> HP1509101_B16 2 1.000
#> HP1509101_P17 2 1.000
#> HP1509101_P9 1 0.000
#> HP1509101_L13 2 1.000
#> HP1509101_D17 2 1.000
#> HP1509101_N7 2 0.751
#> HP1509101_F24 1 0.000
#> HP1509101_F2 1 0.000
#> HP1509101_B24 1 0.000
#> HP1509101_P6 2 1.000
#> HP1509101_J9 2 1.000
#> HP1509101_B19 2 1.000
#> HP1509101_D23 1 0.000
#> HP1509101_B17 1 0.000
#> HP1509101_G10 2 1.000
#> HP1509101_I12 1 0.000
#> HP1509101_O14 1 0.000
#> HP1509101_K10 2 1.000
#> HP1509101_B23 2 1.000
#> HP1509101_L18 2 1.000
#> HP1509101_N10 2 1.000
#> HP1509101_O17 2 0.502
#> HP1509101_P8 1 0.000
#> HP1509101_F22 1 0.000
#> HP1509101_F7 2 1.000
#> HP1509101_F23 1 0.000
#> HP1509101_H20 1 0.000
#> HP1509101_I6 2 1.000
#> HP1504901_J10 2 1.000
#> HP1504901_O11 2 1.000
#> HP1504901_P11 2 0.502
#> HP1504901_F8 2 1.000
#> HP1504901_N18 2 0.751
#> HP1504901_I10 2 1.000
#> HP1504901_P7 2 0.249
#> HP1504901_D13 1 0.000
#> HP1504901_E6 2 1.000
#> HP1504901_L16 2 1.000
#> HP1504901_O4 2 1.000
#> HP1504901_B14 2 1.000
#> HP1504901_K23 2 1.000
#> HP1504901_G11 2 1.000
#> HP1504901_H16 2 1.000
#> HP1525301T2D_P14 2 0.000
#> HP1525301T2D_P16 2 0.000
#> HP1525301T2D_O14 2 0.000
#> HP1525301T2D_H14 2 0.000
#> HP1525301T2D_F24 2 0.000
#> HP1525301T2D_P1 2 0.000
#> HP1526901T2D_O5 2 0.000
#> HP1525301T2D_H9 2 0.000
#> HP1525301T2D_K16 2 0.000
#> HP1525301T2D_C3 2 0.000
#> HP1525301T2D_D1 2 0.000
#> HP1525301T2D_I18 2 0.000
#> HP1525301T2D_M11 2 0.000
#> HP1525301T2D_I23 2 0.000
#> HP1525301T2D_K14 2 0.000
#> HP1525301T2D_J7 2 0.000
#> HP1525301T2D_C4 2 0.000
#> HP1525301T2D_J21 2 0.000
#> HP1525301T2D_J5 2 0.000
#> HP1525301T2D_D10 2 0.000
#> HP1526901T2D_F15 2 0.000
#> HP1526901T2D_M8 1 1.000
#> HP1525301T2D_C6 2 0.000
#> HP1525301T2D_G3 2 0.000
#> HP1525301T2D_E11 2 0.000
#> HP1525301T2D_N4 2 0.000
#> HP1525301T2D_B24 2 0.000
#> HP1525301T2D_O1 2 0.000
#> HP1525301T2D_O20 2 0.000
#> HP1525301T2D_O9 2 0.000
#> HP1525301T2D_G13 2 0.000
#> HP1526901T2D_I1 2 0.000
#> HP1525301T2D_L23 2 0.000
#> HP1525301T2D_I1 2 0.000
#> HP1526901T2D_J18 2 0.000
#> HP1526901T2D_B24 2 0.000
#> HP1525301T2D_C24 2 0.000
#> HP1526901T2D_G24 1 1.000
#> HP1526901T2D_P13 2 0.000
#> HP1525301T2D_G14 2 0.000
#> HP1525301T2D_L1 2 0.000
#> HP1525301T2D_I10 2 0.000
#> HP1525301T2D_G20 2 0.000
#> HP1526901T2D_N4 2 0.000
#> HP1525301T2D_H24 2 0.000
#> HP1525301T2D_P13 2 0.000
#> HP1526901T2D_E23 2 0.000
#> HP1525301T2D_D2 2 0.000
#> HP1525301T2D_I3 2 0.000
#> HP1525301T2D_F10 2 0.000
#> HP1525301T2D_K21 2 0.000
#> HP1525301T2D_H3 2 0.000
#> HP1526901T2D_D4 2 0.000
#> HP1525301T2D_N5 2 0.000
#> HP1525301T2D_A17 2 0.000
#> HP1525301T2D_E12 2 0.000
#> HP1525301T2D_C13 2 0.000
#> HP1526901T2D_K4 2 0.000
#> HP1525301T2D_I19 2 0.000
#> HP1526901T2D_M20 1 1.000
#> HP1526901T2D_D22 2 0.000
#> HP1525301T2D_J15 2 0.000
#> HP1526901T2D_J11 2 0.000
#> HP1525301T2D_P21 2 0.000
#> HP1525301T2D_J23 2 0.000
#> HP1525301T2D_P5 2 0.000
#> HP1525301T2D_F21 2 0.000
#> HP1525301T2D_A19 2 0.000
#> HP1525301T2D_J16 2 0.000
#> HP1525301T2D_F7 2 0.000
#> HP1526901T2D_E9 2 0.000
#> HP1526901T2D_F24 2 0.000
#> HP1525301T2D_O7 2 0.000
#> HP1525301T2D_A12 2 0.000
#> HP1526901T2D_J3 2 0.000
#> HP1525301T2D_B6 2 0.000
#> HP1525301T2D_E5 2 0.000
#> HP1525301T2D_K11 2 0.000
#> HP1526901T2D_N7 2 0.000
#> HP1525301T2D_L8 2 0.000
#> HP1525301T2D_O23 2 0.000
#> HP1526901T2D_A11 2 0.000
#> HP1525301T2D_F5 2 0.000
#> HP1525301T2D_A15 2 0.000
#> HP1526901T2D_F16 2 0.000
#> HP1525301T2D_L2 2 0.000
#> HP1525301T2D_B10 2 0.000
#> HP1525301T2D_E2 2 0.000
#> HP1525301T2D_E24 2 0.000
#> HP1525301T2D_K18 2 0.000
#> HP1525301T2D_C17 2 0.000
#> HP1525301T2D_D3 2 0.000
#> HP1525301T2D_D22 2 0.000
#> HP1525301T2D_F16 2 0.751
#> HP1526901T2D_D7 2 0.000
#> HP1526901T2D_E15 1 1.000
#> HP1525301T2D_N11 2 0.000
#> HP1526901T2D_A24 2 0.000
#> HP1526901T2D_E22 2 0.000
#> HP1525301T2D_C14 2 0.000
#> HP1526901T2D_C14 2 0.000
#> HP1525301T2D_K6 2 0.000
#> HP1525301T2D_L4 2 0.000
#> HP1525301T2D_G9 2 0.000
#> HP1525301T2D_L20 2 0.000
#> HP1526901T2D_E1 1 1.000
#> HP1526901T2D_K17 2 0.000
#> HP1526901T2D_F22 2 0.000
#> HP1525301T2D_I22 2 0.000
#> HP1525301T2D_K10 2 0.000
#> HP1525301T2D_F8 2 0.000
#> HP1525301T2D_A13 2 0.000
#> HP1525301T2D_A1 2 0.000
#> HP1526901T2D_O2 2 0.000
#> HP1526901T2D_D3 2 0.000
#> HP1525301T2D_D6 2 0.000
#> HP1525301T2D_O3 2 0.000
#> HP1525301T2D_N14 2 0.000
#> HP1525301T2D_J9 2 0.000
#> HP1525301T2D_P2 2 0.000
#> HP1525301T2D_K12 2 0.000
#> HP1526901T2D_H9 2 0.000
#> HP1525301T2D_O17 2 0.000
#> HP1526901T2D_B23 2 0.000
#> HP1525301T2D_G17 2 0.000
#> HP1526901T2D_C22 2 0.000
#> HP1526901T2D_D2 2 0.000
#> HP1526901T2D_L15 2 0.000
#> HP1525301T2D_C23 2 0.000
#> HP1525301T2D_I15 2 0.000
#> HP1526901T2D_A6 2 0.000
#> HP1525301T2D_E15 2 0.000
#> HP1526901T2D_K1 1 1.000
#> HP1526901T2D_C23 2 0.000
#> HP1525301T2D_H11 2 0.000
#> HP1525301T2D_L6 2 0.000
#> HP1525301T2D_F12 2 0.000
#> HP1525301T2D_P19 2 0.000
#> HP1526901T2D_C20 2 0.000
#> HP1525301T2D_A14 2 0.000
#> HP1525301T2D_C9 2 0.000
#> HP1525301T2D_M2 2 0.000
#> HP1525301T2D_L5 2 0.000
#> HP1525301T2D_C7 2 0.000
#> HP1525301T2D_J20 2 0.000
#> HP1525301T2D_N16 2 0.000
#> HP1525301T2D_C15 2 0.000
#> HP1525301T2D_M5 2 0.502
#> HP1525301T2D_D14 2 0.000
#> HP1526901T2D_I12 1 1.000
#> HP1525301T2D_N20 2 0.000
#> HP1525301T2D_P20 2 0.000
#> HP1525301T2D_L16 2 0.000
#> HP1525301T2D_G5 2 0.000
#> HP1525301T2D_P4 2 0.000
#> HP1525301T2D_I17 2 0.000
#> HP1526901T2D_N21 1 1.000
#> HP1525301T2D_M6 2 0.000
#> HP1525301T2D_N10 2 0.000
#> HP1526901T2D_K19 1 1.000
#> HP1525301T2D_J17 2 0.000
#> HP1526901T2D_F8 2 0.000
#> HP1525301T2D_N1 2 0.000
#> HP1525301T2D_B21 2 0.000
#> HP1525301T2D_H16 2 0.000
#> HP1526901T2D_E14 2 0.000
#> HP1526901T2D_H21 1 1.000
#> HP1525301T2D_M15 2 0.000
#> HP1525301T2D_C19 2 0.000
#> HP1526901T2D_I9 1 1.000
#> HP1525301T2D_K8 2 0.000
#> HP1525301T2D_H8 2 0.747
#> HP1525301T2D_K2 2 0.000
#> HP1525301T2D_M9 2 0.000
#> HP1525301T2D_D21 2 0.000
#> HP1525301T2D_K5 2 0.000
#> HP1525301T2D_B14 2 0.000
#> HP1526901T2D_J12 2 0.000
#> HP1525301T2D_D4 2 0.249
#> HP1525301T2D_F3 2 0.000
#> HP1525301T2D_G10 2 0.000
#> HP1525301T2D_H2 2 0.000
#> HP1526901T2D_A21 2 0.000
#> HP1525301T2D_H1 2 0.000
#> HP1526901T2D_G22 1 1.000
#> HP1525301T2D_H18 2 0.000
#> HP1525301T2D_O16 2 0.000
#> HP1526901T2D_B5 2 0.000
#> HP1526901T2D_O4 2 0.000
#> HP1525301T2D_I24 2 0.000
#> HP1525301T2D_O24 2 0.000
#> HP1526901T2D_D12 2 0.000
#> HP1525301T2D_M20 2 0.000
#> HP1525301T2D_H17 2 0.000
#> HP1525301T2D_C21 2 0.000
#> HP1525301T2D_L13 2 0.000
#> HP1525301T2D_K17 2 0.000
#> HP1526901T2D_I17 2 0.000
#> HP1525301T2D_D8 2 0.000
#> HP1526901T2D_M18 2 0.000
#> HP1525301T2D_M12 2 0.000
#> HP1526901T2D_E16 2 0.000
#> HP1525301T2D_N12 2 0.000
#> HP1525301T2D_C11 2 0.000
#> HP1525301T2D_I8 2 0.000
#> HP1525301T2D_O22 2 0.000
#> HP1525301T2D_K1 2 0.000
#> HP1525301T2D_E17 2 0.000
#> HP1525301T2D_D15 2 0.000
#> HP1526901T2D_H5 2 0.000
#> HP1525301T2D_G21 2 0.000
#> HP1526901T2D_O19 2 0.000
#> HP1525301T2D_C22 2 0.000
#> HP1525301T2D_B12 2 0.000
#> HP1525301T2D_B3 2 0.000
#> HP1525301T2D_N6 2 0.000
#> HP1526901T2D_N11 2 0.000
#> HP1526901T2D_H8 2 0.000
#> HP1525301T2D_I16 2 0.000
#> HP1526901T2D_B3 1 1.000
#> HP1525301T2D_P23 2 0.000
#> HP1526901T2D_C8 2 0.000
#> HP1526901T2D_H2 1 1.000
get_classes(res, k = 3)
#> class p
#> HP1502401_A14 1 0.000
#> HP1502401_I14 1 0.000
#> HP1502401_F13 3 0.000
#> HP1502401_H23 1 1.000
#> HP1502401_G18 1 0.249
#> HP1502401_G23 1 0.751
#> HP1502401_D18 1 0.502
#> HP1504101T2D_L14 1 0.000
#> HP1502401_N2 1 0.000
#> HP1504101T2D_B8 1 1.000
#> HP1502401_O14 1 0.000
#> HP1502401_L5 1 1.000
#> HP1504101T2D_C1 1 0.249
#> HP1504101T2D_K19 1 0.000
#> HP1502401_H21 1 0.498
#> HP1502401_B17 1 0.000
#> HP1502401_N18 1 0.000
#> HP1504101T2D_I6 1 0.000
#> HP1504101T2D_P3 1 0.249
#> HP1502401_M8 1 0.000
#> HP1502401_I2 1 0.498
#> HP1502401_L18 2 0.000
#> HP1504101T2D_H18 1 0.000
#> HP1502401_D4 1 0.751
#> HP1504101T2D_F18 1 0.000
#> HP1504101T2D_A10 1 0.498
#> HP1502401_K10 1 0.000
#> HP1502401_D10 1 0.249
#> HP1502401_A22 1 0.751
#> HP1504101T2D_C11 1 0.000
#> HP1502401_J15 1 1.000
#> HP1502401_J19 1 0.498
#> HP1502401_O10 1 0.000
#> HP1504101T2D_K10 1 0.000
#> HP1502401_C12 2 0.000
#> HP1504101T2D_J16 1 0.000
#> HP1502401_J17 1 1.000
#> HP1502401_N10 1 0.253
#> HP1502401_D2 1 0.000
#> HP1502401_E23 1 0.249
#> HP1502401_E24 1 0.000
#> HP1504101T2D_F1 1 0.000
#> HP1502401_J24 1 1.000
#> HP1502401_M16 1 1.000
#> HP1502401_E2 1 0.000
#> HP1502401_C1 1 0.000
#> HP1502401_I21 1 0.249
#> HP1502401_J2 1 0.000
#> HP1502401_M22 1 0.000
#> HP1502401_N16 1 0.747
#> HP1502401_E20 1 0.000
#> HP1504101T2D_O24 1 0.000
#> AZ_B8 1 0.249
#> AZ_A7 1 0.000
#> AZ_C3 1 1.000
#> AZ_H10 1 0.502
#> AZ_F6 1 0.000
#> AZ_F9 3 0.000
#> AZ_C9 1 0.751
#> HP1508501T2D_K2 1 0.000
#> HP1508501T2D_E1 1 0.000
#> HP1508501T2D_G2 1 0.249
#> HP1508501T2D_I1 1 0.000
#> HP1508501T2D_C2 3 1.000
#> HP1508501T2D_G3 1 0.000
#> HP1508501T2D_G1 1 0.253
#> HP1508501T2D_N1 1 0.000
#> HP1508501T2D_B18 1 0.000
#> HP1508501T2D_A8 1 0.000
#> HP1508501T2D_O3 3 1.000
#> HP1508501T2D_M17 1 0.000
#> HP1508501T2D_A23 3 0.249
#> HP1508501T2D_M3 1 0.000
#> HP1508501T2D_L20 3 0.000
#> HP1508501T2D_P14 1 0.000
#> HP1508501T2D_I24 1 0.000
#> HP1508501T2D_F4 1 0.000
#> HP1508501T2D_F12 1 0.000
#> HP1508501T2D_N9 3 0.000
#> HP1508501T2D_H5 1 0.000
#> HP1508501T2D_J23 3 0.000
#> HP1508501T2D_B17 1 0.000
#> HP1508501T2D_I3 1 0.000
#> HP1508501T2D_J11 1 0.000
#> HP1508501T2D_N7 1 0.000
#> HP1508501T2D_M15 1 0.000
#> HP1508501T2D_K22 1 0.000
#> HP1508501T2D_H17 1 0.000
#> HP1508501T2D_M22 1 0.000
#> HP1508501T2D_N13 1 0.000
#> HP1508501T2D_F8 1 0.000
#> HP1508501T2D_L10 1 0.000
#> HP1508501T2D_N24 1 0.000
#> HP1508501T2D_O7 3 0.000
#> HP1508501T2D_E15 1 0.000
#> HP1508501T2D_N17 1 0.000
#> HP1508501T2D_G12 3 0.000
#> HP1508501T2D_N2 1 0.498
#> HP1508501T2D_K18 1 0.502
#> HP1508501T2D_N22 2 1.000
#> HP1508501T2D_C24 1 0.000
#> HP1508501T2D_H13 1 0.000
#> HP1508501T2D_M7 3 0.000
#> HP1508501T2D_L21 1 0.747
#> HP1508501T2D_G19 1 0.000
#> HP1508501T2D_E7 3 0.000
#> HP1508501T2D_I11 1 0.000
#> HP1508501T2D_K7 1 0.000
#> HP1508501T2D_O9 3 0.249
#> HP1508501T2D_I17 1 0.000
#> HP1508501T2D_O13 3 0.000
#> HP1508501T2D_L11 3 0.000
#> HP1508501T2D_G14 3 0.000
#> HP1508501T2D_J13 1 0.000
#> HP1508501T2D_M18 1 0.000
#> HP1508501T2D_K6 3 0.000
#> HP1508501T2D_F21 1 0.000
#> HP1508501T2D_C19 3 1.000
#> HP1508501T2D_E17 1 0.000
#> HP1508501T2D_H16 1 0.000
#> HP1508501T2D_G17 1 0.000
#> HP1508501T2D_F15 3 0.000
#> HP1508501T2D_C15 3 0.000
#> HP1508501T2D_I10 1 0.000
#> HP1508501T2D_N15 1 0.000
#> HP1508501T2D_L23 3 0.000
#> HP1508501T2D_B24 3 0.000
#> HP1508501T2D_E4 3 0.000
#> HP1508501T2D_L2 1 0.000
#> HP1508501T2D_D9 1 0.000
#> HP1508501T2D_L15 1 0.000
#> HP1508501T2D_G18 1 0.000
#> HP1508501T2D_O8 1 0.000
#> HP1508501T2D_D24 1 0.000
#> HP1508501T2D_C12 3 0.000
#> HP1508501T2D_K15 1 0.000
#> HP1508501T2D_J22 3 0.751
#> HP1508501T2D_N23 1 0.000
#> HP1508501T2D_A17 1 0.000
#> HP1508501T2D_L24 1 0.000
#> HP1508501T2D_C11 1 0.000
#> HP1508501T2D_P2 1 0.000
#> HP1508501T2D_B14 1 0.000
#> HP1508501T2D_C18 1 0.000
#> HP1508501T2D_O12 3 0.000
#> HP1508501T2D_J14 1 0.000
#> HP1508501T2D_L5 3 0.000
#> HP1508501T2D_M23 3 0.249
#> HP1508501T2D_N10 1 0.000
#> HP1508501T2D_K23 1 0.000
#> HP1508501T2D_I4 1 0.000
#> HP1508501T2D_N6 1 0.000
#> HP1508501T2D_I19 1 0.000
#> HP1508501T2D_J16 3 0.751
#> HP1508501T2D_D18 1 0.000
#> HP1508501T2D_G13 1 0.498
#> HP1508501T2D_N21 1 0.000
#> HP1508501T2D_E20 3 0.751
#> HP1508501T2D_J2 3 0.000
#> HP1508501T2D_G23 1 0.000
#> HP1508501T2D_I7 3 0.000
#> HP1508501T2D_O11 1 0.000
#> HP1508501T2D_I12 1 0.000
#> HP1508501T2D_M10 3 0.000
#> HP1508501T2D_A11 3 0.000
#> HP1508501T2D_E11 1 0.000
#> HP1508501T2D_I13 1 0.000
#> HP1508501T2D_L9 1 0.000
#> HP1508501T2D_E9 1 0.000
#> HP1508501T2D_D22 3 0.000
#> HP1508501T2D_I21 3 0.000
#> HP1508501T2D_K3 1 0.000
#> HP1508501T2D_N8 1 0.000
#> HP1508501T2D_J15 2 0.502
#> HP1506401_G2 3 0.000
#> HP1506401_K2 1 0.000
#> HP1506401_M1 1 0.000
#> HP1506401_O2 3 0.000
#> HP1506401_D14 3 0.000
#> HP1506401_A9 3 0.000
#> HP1506401_N10 1 0.000
#> HP1506401_D15 1 0.000
#> HP1506401_J9 3 0.000
#> HP1506401_N1 3 0.000
#> HP1506401_G14 1 0.000
#> HP1506401_O16 1 0.000
#> HP1506401_D3 1 0.000
#> HP1506401_E23 3 0.000
#> HP1506401_G21 1 0.000
#> HP1506401_B17 1 0.000
#> HP1506401_N9 3 0.000
#> HP1506401_J5 3 0.000
#> HP1506401_M16 3 0.000
#> HP1506401_H15 1 0.000
#> HP1506401_H16 3 0.000
#> HP1506401_C24 3 0.000
#> HP1506401_E6 3 0.000
#> HP1506401_J2 1 0.000
#> HP1506401_B1 1 0.000
#> HP1506401_H4 1 0.000
#> HP1506401_I15 1 0.000
#> HP1506401_O4 3 0.000
#> HP1506401_D24 1 0.000
#> HP1506401_L21 3 0.000
#> HP1506401_J24 1 0.000
#> HP1506401_J6 3 0.000
#> HP1506401_N5 3 0.000
#> HP1506401_I24 3 0.000
#> HP1506401_F16 3 0.000
#> HP1506401_M18 3 0.000
#> HP1506401_I13 1 0.000
#> HP1506401_J8 3 0.000
#> HP1506401_K17 1 0.000
#> HP1506401_O24 1 0.000
#> HP1506401_L18 3 0.000
#> HP1506401_H18 3 0.000
#> HP1506401_F2 3 0.000
#> HP1506401_M4 3 0.000
#> HP1506401_J3 3 0.000
#> HP1506401_N16 3 0.000
#> HP1506401_D8 3 0.000
#> HP1506401_H7 1 0.000
#> HP1506401_M21 1 0.000
#> HP1506401_P11 3 0.000
#> HP1506401_L10 3 0.000
#> HP1506401_N24 1 0.000
#> HP1506401_P5 1 0.000
#> HP1506401_L20 1 0.000
#> HP1506401_C17 1 0.000
#> HP1506401_M19 3 0.000
#> HP1506401_J7 3 0.000
#> HP1506401_J23 1 0.000
#> HP1506401_D2 1 0.000
#> HP1506401_D23 1 0.000
#> HP1506401_G18 1 0.000
#> HP1506401_B5 1 1.000
#> HP1506401_K6 3 0.000
#> HP1506401_E17 1 0.000
#> HP1506401_G19 3 0.000
#> HP1506401_O21 1 0.000
#> HP1506401_L9 3 0.000
#> HP1506401_L4 1 0.000
#> HP1506401_E18 1 0.000
#> HP1506401_L13 3 0.000
#> HP1506401_G4 3 0.000
#> HP1506401_H6 3 0.000
#> HP1506401_F10 1 0.000
#> HP1506401_I4 1 0.000
#> HP1506401_D17 1 0.000
#> HP1506401_P22 3 0.000
#> HP1506401_D12 1 0.000
#> HP1506401_O8 3 0.000
#> HP1506401_B14 1 0.000
#> HP1506401_B16 3 0.000
#> HP1506401_I21 1 0.000
#> HP1506401_I6 1 0.000
#> HP1506401_F19 3 0.000
#> HP1506401_L1 3 0.000
#> HP1506401_C13 3 0.000
#> HP1506401_O7 1 0.000
#> HP1506401_A4 1 0.000
#> HP1506401_P1 3 0.000
#> HP1506401_K14 1 1.000
#> HP1506401_J20 1 0.000
#> HP1506401_J14 3 0.000
#> HP1506401_P21 3 0.000
#> HP1506401_O18 3 0.000
#> HP1506401_H2 3 0.000
#> HP1506401_K19 3 0.000
#> HP1506401_G15 1 0.000
#> HP1506401_F5 3 0.000
#> HP1506401_C16 3 0.000
#> HP1506401_K4 3 0.000
#> HP1506401_L3 1 0.000
#> HP1506401_F23 1 0.000
#> HP1506401_A7 1 0.000
#> HP1506401_P9 3 0.000
#> HP1506401_B15 3 0.000
#> HP1506401_K16 3 0.000
#> HP1506401_M8 3 0.000
#> HP1506401_A6 3 0.000
#> HP1506401_H23 3 0.000
#> HP1506401_I18 3 0.000
#> HP1506401_B24 1 0.000
#> HP1506401_E24 1 0.000
#> HP1506401_E8 1 0.000
#> HP1506401_G23 1 0.000
#> HP1506401_N17 3 0.000
#> HP1506401_J15 1 0.000
#> HP1506401_I10 3 0.000
#> HP1506401_G16 3 0.000
#> HP1506401_P23 3 0.000
#> HP1506401_M11 1 0.000
#> HP1506401_B6 3 0.000
#> HP1506401_N22 1 0.000
#> HP1506401_C7 1 0.000
#> HP1506401_A12 3 0.000
#> HP1506401_J22 3 0.000
#> HP1506401_C23 3 0.000
#> HP1506401_H1 1 0.000
#> HP1506401_H9 3 1.000
#> HP1506401_N23 3 0.000
#> HP1506401_H3 1 0.000
#> HP1506401_L11 3 0.000
#> HP1506401_E14 1 0.000
#> HP1506401_J21 3 0.000
#> HP1506401_P4 1 0.000
#> HP1506401_O12 3 0.000
#> HP1506401_J11 1 0.000
#> HP1506401_B23 3 0.000
#> HP1506401_D1 1 0.000
#> HP1506401_P10 3 0.000
#> HP1506401_D7 3 0.000
#> HP1507101_G2 1 0.000
#> HP1507101_J15 1 0.000
#> HP1507101_K16 1 0.000
#> HP1507101_M10 1 0.000
#> HP1507101_J12 3 0.000
#> HP1507101_E22 3 0.000
#> HP1507101_G10 1 0.000
#> HP1507101_H16 3 1.000
#> HP1507101_N17 3 0.000
#> HP1507101_J7 3 0.000
#> HP1507101_F15 3 0.502
#> HP1507101_D9 3 0.000
#> HP1507101_O12 1 0.000
#> HP1507101_N8 1 0.000
#> HP1507101_D10 3 0.000
#> HP1507101_P1 1 0.000
#> HP1507101_K20 3 0.000
#> HP1507101_L1 3 0.249
#> HP1509101_I17 1 0.000
#> HP1509101_D10 3 0.000
#> HP1509101_A24 1 0.000
#> HP1509101_B16 3 0.000
#> HP1509101_P17 3 0.000
#> HP1509101_P9 1 0.000
#> HP1509101_L13 3 0.000
#> HP1509101_D17 3 0.000
#> HP1509101_N7 3 0.000
#> HP1509101_F24 1 0.000
#> HP1509101_F2 1 0.000
#> HP1509101_B24 1 0.000
#> HP1509101_P6 3 0.000
#> HP1509101_J9 3 0.000
#> HP1509101_B19 3 0.000
#> HP1509101_D23 3 0.000
#> HP1509101_B17 1 0.000
#> HP1509101_G10 3 0.000
#> HP1509101_I12 1 0.000
#> HP1509101_O14 1 0.000
#> HP1509101_K10 3 0.000
#> HP1509101_B23 3 0.000
#> HP1509101_L18 3 0.000
#> HP1509101_N10 3 0.000
#> HP1509101_O17 3 0.000
#> HP1509101_P8 1 0.000
#> HP1509101_F22 1 0.000
#> HP1509101_F7 3 0.000
#> HP1509101_F23 1 0.000
#> HP1509101_H20 3 0.000
#> HP1509101_I6 3 0.000
#> HP1504901_J10 1 1.000
#> HP1504901_O11 2 0.000
#> HP1504901_P11 2 0.000
#> HP1504901_F8 2 0.000
#> HP1504901_N18 2 1.000
#> HP1504901_I10 2 0.000
#> HP1504901_P7 2 0.000
#> HP1504901_D13 1 1.000
#> HP1504901_E6 2 0.000
#> HP1504901_L16 2 0.000
#> HP1504901_O4 2 0.000
#> HP1504901_B14 2 1.000
#> HP1504901_K23 2 0.000
#> HP1504901_G11 2 0.000
#> HP1504901_H16 2 0.000
#> HP1525301T2D_P14 2 0.000
#> HP1525301T2D_P16 2 0.000
#> HP1525301T2D_O14 2 0.000
#> HP1525301T2D_H14 2 0.000
#> HP1525301T2D_F24 2 0.000
#> HP1525301T2D_P1 2 0.000
#> HP1526901T2D_O5 2 0.000
#> HP1525301T2D_H9 2 0.000
#> HP1525301T2D_K16 2 0.000
#> HP1525301T2D_C3 2 0.000
#> HP1525301T2D_D1 2 0.000
#> HP1525301T2D_I18 2 0.000
#> HP1525301T2D_M11 2 0.000
#> HP1525301T2D_I23 2 0.000
#> HP1525301T2D_K14 2 0.000
#> HP1525301T2D_J7 2 0.000
#> HP1525301T2D_C4 2 0.000
#> HP1525301T2D_J21 2 0.000
#> HP1525301T2D_J5 2 0.000
#> HP1525301T2D_D10 2 0.000
#> HP1526901T2D_F15 2 0.000
#> HP1526901T2D_M8 1 1.000
#> HP1525301T2D_C6 2 0.000
#> HP1525301T2D_G3 2 0.000
#> HP1525301T2D_E11 2 0.000
#> HP1525301T2D_N4 2 1.000
#> HP1525301T2D_B24 2 0.000
#> HP1525301T2D_O1 2 0.000
#> HP1525301T2D_O20 2 0.000
#> HP1525301T2D_O9 2 0.000
#> HP1525301T2D_G13 2 0.000
#> HP1526901T2D_I1 2 0.000
#> HP1525301T2D_L23 2 0.000
#> HP1525301T2D_I1 2 0.000
#> HP1526901T2D_J18 2 0.000
#> HP1526901T2D_B24 2 0.000
#> HP1525301T2D_C24 2 0.000
#> HP1526901T2D_G24 1 1.000
#> HP1526901T2D_P13 2 0.000
#> HP1525301T2D_G14 2 0.000
#> HP1525301T2D_L1 2 0.000
#> HP1525301T2D_I10 2 0.000
#> HP1525301T2D_G20 2 0.000
#> HP1526901T2D_N4 2 0.000
#> HP1525301T2D_H24 2 0.000
#> HP1525301T2D_P13 2 0.000
#> HP1526901T2D_E23 2 0.000
#> HP1525301T2D_D2 2 0.000
#> HP1525301T2D_I3 2 0.000
#> HP1525301T2D_F10 2 0.000
#> HP1525301T2D_K21 2 0.000
#> HP1525301T2D_H3 2 0.000
#> HP1526901T2D_D4 2 0.000
#> HP1525301T2D_N5 2 0.000
#> HP1525301T2D_A17 2 0.000
#> HP1525301T2D_E12 2 0.000
#> HP1525301T2D_C13 2 0.000
#> HP1526901T2D_K4 2 0.000
#> HP1525301T2D_I19 2 0.000
#> HP1526901T2D_M20 1 1.000
#> HP1526901T2D_D22 2 0.000
#> HP1525301T2D_J15 2 0.000
#> HP1526901T2D_J11 2 0.000
#> HP1525301T2D_P21 2 0.000
#> HP1525301T2D_J23 2 0.249
#> HP1525301T2D_P5 2 0.000
#> HP1525301T2D_F21 2 0.000
#> HP1525301T2D_A19 2 0.000
#> HP1525301T2D_J16 2 0.000
#> HP1525301T2D_F7 2 0.000
#> HP1526901T2D_E9 2 0.000
#> HP1526901T2D_F24 1 1.000
#> HP1525301T2D_O7 2 0.000
#> HP1525301T2D_A12 2 0.000
#> HP1526901T2D_J3 2 0.000
#> HP1525301T2D_B6 2 0.000
#> HP1525301T2D_E5 2 0.000
#> HP1525301T2D_K11 2 0.000
#> HP1526901T2D_N7 2 0.000
#> HP1525301T2D_L8 2 0.000
#> HP1525301T2D_O23 2 0.000
#> HP1526901T2D_A11 2 0.000
#> HP1525301T2D_F5 2 0.000
#> HP1525301T2D_A15 2 0.000
#> HP1526901T2D_F16 2 0.000
#> HP1525301T2D_L2 2 0.000
#> HP1525301T2D_B10 2 0.000
#> HP1525301T2D_E2 2 0.249
#> HP1525301T2D_E24 2 0.000
#> HP1525301T2D_K18 2 0.000
#> HP1525301T2D_C17 2 0.000
#> HP1525301T2D_D3 2 0.000
#> HP1525301T2D_D22 2 0.000
#> HP1525301T2D_F16 2 0.000
#> HP1526901T2D_D7 2 0.000
#> HP1526901T2D_E15 1 1.000
#> HP1525301T2D_N11 2 0.000
#> HP1526901T2D_A24 2 1.000
#> HP1526901T2D_E22 2 0.000
#> HP1525301T2D_C14 2 0.249
#> HP1526901T2D_C14 2 0.000
#> HP1525301T2D_K6 2 0.000
#> HP1525301T2D_L4 2 0.000
#> HP1525301T2D_G9 2 0.000
#> HP1525301T2D_L20 2 0.000
#> HP1526901T2D_E1 1 1.000
#> HP1526901T2D_K17 2 0.000
#> HP1526901T2D_F22 2 0.000
#> HP1525301T2D_I22 2 0.000
#> HP1525301T2D_K10 2 0.000
#> HP1525301T2D_F8 2 1.000
#> HP1525301T2D_A13 2 0.000
#> HP1525301T2D_A1 2 0.000
#> HP1526901T2D_O2 2 0.000
#> HP1526901T2D_D3 2 0.000
#> HP1525301T2D_D6 2 0.000
#> HP1525301T2D_O3 2 0.000
#> HP1525301T2D_N14 2 0.000
#> HP1525301T2D_J9 2 0.000
#> HP1525301T2D_P2 2 0.000
#> HP1525301T2D_K12 2 0.000
#> HP1526901T2D_H9 2 0.000
#> HP1525301T2D_O17 2 0.000
#> HP1526901T2D_B23 2 0.000
#> HP1525301T2D_G17 2 0.000
#> HP1526901T2D_C22 2 0.000
#> HP1526901T2D_D2 2 0.000
#> HP1526901T2D_L15 2 0.000
#> HP1525301T2D_C23 2 0.000
#> HP1525301T2D_I15 2 0.000
#> HP1526901T2D_A6 2 0.000
#> HP1525301T2D_E15 2 0.000
#> HP1526901T2D_K1 1 1.000
#> HP1526901T2D_C23 2 0.000
#> HP1525301T2D_H11 2 0.000
#> HP1525301T2D_L6 2 0.000
#> HP1525301T2D_F12 2 0.000
#> HP1525301T2D_P19 2 0.000
#> HP1526901T2D_C20 2 0.000
#> HP1525301T2D_A14 2 0.000
#> HP1525301T2D_C9 2 0.000
#> HP1525301T2D_M2 2 0.000
#> HP1525301T2D_L5 2 0.000
#> HP1525301T2D_C7 2 0.000
#> HP1525301T2D_J20 2 0.000
#> HP1525301T2D_N16 2 0.000
#> HP1525301T2D_C15 2 0.000
#> HP1525301T2D_M5 2 0.000
#> HP1525301T2D_D14 2 0.000
#> HP1526901T2D_I12 1 1.000
#> HP1525301T2D_N20 2 0.000
#> HP1525301T2D_P20 2 0.000
#> HP1525301T2D_L16 2 0.000
#> HP1525301T2D_G5 2 0.000
#> HP1525301T2D_P4 2 0.000
#> HP1525301T2D_I17 2 0.751
#> HP1526901T2D_N21 1 1.000
#> HP1525301T2D_M6 2 0.000
#> HP1525301T2D_N10 2 0.000
#> HP1526901T2D_K19 1 1.000
#> HP1525301T2D_J17 2 0.000
#> HP1526901T2D_F8 2 0.000
#> HP1525301T2D_N1 2 0.000
#> HP1525301T2D_B21 2 0.000
#> HP1525301T2D_H16 2 0.000
#> HP1526901T2D_E14 2 0.000
#> HP1526901T2D_H21 1 1.000
#> HP1525301T2D_M15 2 0.000
#> HP1525301T2D_C19 2 0.000
#> HP1526901T2D_I9 1 1.000
#> HP1525301T2D_K8 2 0.000
#> HP1525301T2D_H8 2 0.502
#> HP1525301T2D_K2 2 0.000
#> HP1525301T2D_M9 2 0.000
#> HP1525301T2D_D21 2 0.000
#> HP1525301T2D_K5 2 0.000
#> HP1525301T2D_B14 2 0.000
#> HP1526901T2D_J12 2 0.000
#> HP1525301T2D_D4 2 0.000
#> HP1525301T2D_F3 2 0.000
#> HP1525301T2D_G10 2 0.000
#> HP1525301T2D_H2 2 0.000
#> HP1526901T2D_A21 2 0.000
#> HP1525301T2D_H1 2 0.000
#> HP1526901T2D_G22 1 1.000
#> HP1525301T2D_H18 2 0.000
#> HP1525301T2D_O16 2 0.000
#> HP1526901T2D_B5 2 0.000
#> HP1526901T2D_O4 2 0.000
#> HP1525301T2D_I24 2 0.000
#> HP1525301T2D_O24 2 0.000
#> HP1526901T2D_D12 2 0.000
#> HP1525301T2D_M20 2 0.000
#> HP1525301T2D_H17 2 0.000
#> HP1525301T2D_C21 2 0.000
#> HP1525301T2D_L13 2 0.000
#> HP1525301T2D_K17 2 0.000
#> HP1526901T2D_I17 2 0.000
#> HP1525301T2D_D8 2 0.000
#> HP1526901T2D_M18 2 0.000
#> HP1525301T2D_M12 2 0.000
#> HP1526901T2D_E16 2 0.000
#> HP1525301T2D_N12 2 0.000
#> HP1525301T2D_C11 2 0.249
#> HP1525301T2D_I8 2 0.000
#> HP1525301T2D_O22 2 0.000
#> HP1525301T2D_K1 2 0.000
#> HP1525301T2D_E17 2 0.000
#> HP1525301T2D_D15 2 0.000
#> HP1526901T2D_H5 2 0.000
#> HP1525301T2D_G21 2 0.000
#> HP1526901T2D_O19 2 0.000
#> HP1525301T2D_C22 2 0.000
#> HP1525301T2D_B12 2 0.000
#> HP1525301T2D_B3 2 0.000
#> HP1525301T2D_N6 2 0.000
#> HP1526901T2D_N11 2 1.000
#> HP1526901T2D_H8 2 0.000
#> HP1525301T2D_I16 2 0.000
#> HP1526901T2D_B3 1 1.000
#> HP1525301T2D_P23 2 0.000
#> HP1526901T2D_C8 2 0.000
#> HP1526901T2D_H2 1 1.000
get_classes(res, k = 4)
#> class p
#> HP1502401_A14 1 1.000
#> HP1502401_I14 1 1.000
#> HP1502401_F13 3 0.000
#> HP1502401_H23 4 1.000
#> HP1502401_G18 1 1.000
#> HP1502401_G23 4 0.751
#> HP1502401_D18 1 1.000
#> HP1504101T2D_L14 1 0.751
#> HP1502401_N2 1 1.000
#> HP1504101T2D_B8 1 1.000
#> HP1502401_O14 4 1.000
#> HP1502401_L5 4 1.000
#> HP1504101T2D_C1 1 1.000
#> HP1504101T2D_K19 1 0.000
#> HP1502401_H21 1 1.000
#> HP1502401_B17 1 1.000
#> HP1502401_N18 4 1.000
#> HP1504101T2D_I6 1 1.000
#> HP1504101T2D_P3 1 1.000
#> HP1502401_M8 1 1.000
#> HP1502401_I2 4 1.000
#> HP1502401_L18 4 0.000
#> HP1504101T2D_H18 1 1.000
#> HP1502401_D4 1 1.000
#> HP1504101T2D_F18 1 0.000
#> HP1504101T2D_A10 1 1.000
#> HP1502401_K10 1 1.000
#> HP1502401_D10 1 1.000
#> HP1502401_A22 1 1.000
#> HP1504101T2D_C11 1 0.249
#> HP1502401_J15 4 1.000
#> HP1502401_J19 1 1.000
#> HP1502401_O10 1 1.000
#> HP1504101T2D_K10 1 1.000
#> HP1502401_C12 4 0.000
#> HP1504101T2D_J16 1 0.253
#> HP1502401_J17 1 1.000
#> HP1502401_N10 1 1.000
#> HP1502401_D2 1 1.000
#> HP1502401_E23 1 1.000
#> HP1502401_E24 1 1.000
#> HP1504101T2D_F1 1 1.000
#> HP1502401_J24 4 1.000
#> HP1502401_M16 4 0.498
#> HP1502401_E2 1 1.000
#> HP1502401_C1 1 0.498
#> HP1502401_I21 1 1.000
#> HP1502401_J2 1 1.000
#> HP1502401_M22 1 1.000
#> HP1502401_N16 1 1.000
#> HP1502401_E20 1 1.000
#> HP1504101T2D_O24 1 1.000
#> AZ_B8 1 1.000
#> AZ_A7 1 1.000
#> AZ_C3 1 1.000
#> AZ_H10 1 1.000
#> AZ_F6 1 1.000
#> AZ_F9 3 0.000
#> AZ_C9 1 1.000
#> HP1508501T2D_K2 1 0.000
#> HP1508501T2D_E1 1 0.000
#> HP1508501T2D_G2 1 0.000
#> HP1508501T2D_I1 1 0.249
#> HP1508501T2D_C2 3 0.000
#> HP1508501T2D_G3 1 0.000
#> HP1508501T2D_G1 1 0.000
#> HP1508501T2D_N1 1 1.000
#> HP1508501T2D_B18 1 1.000
#> HP1508501T2D_A8 1 0.751
#> HP1508501T2D_O3 3 0.000
#> HP1508501T2D_M17 1 1.000
#> HP1508501T2D_A23 2 0.751
#> HP1508501T2D_M3 1 0.000
#> HP1508501T2D_L20 3 0.751
#> HP1508501T2D_P14 1 0.000
#> HP1508501T2D_I24 1 0.000
#> HP1508501T2D_F4 1 0.000
#> HP1508501T2D_F12 1 1.000
#> HP1508501T2D_N9 3 0.000
#> HP1508501T2D_H5 1 0.000
#> HP1508501T2D_J23 3 0.000
#> HP1508501T2D_B17 1 0.000
#> HP1508501T2D_I3 1 0.000
#> HP1508501T2D_J11 1 0.253
#> HP1508501T2D_N7 1 0.000
#> HP1508501T2D_M15 1 0.000
#> HP1508501T2D_K22 1 1.000
#> HP1508501T2D_H17 1 0.000
#> HP1508501T2D_M22 1 1.000
#> HP1508501T2D_N13 1 0.000
#> HP1508501T2D_F8 1 1.000
#> HP1508501T2D_L10 1 0.000
#> HP1508501T2D_N24 1 0.000
#> HP1508501T2D_O7 3 0.000
#> HP1508501T2D_E15 1 0.000
#> HP1508501T2D_N17 1 0.000
#> HP1508501T2D_G12 3 0.000
#> HP1508501T2D_N2 1 1.000
#> HP1508501T2D_K18 1 0.751
#> HP1508501T2D_N22 4 0.000
#> HP1508501T2D_C24 1 0.751
#> HP1508501T2D_H13 1 0.000
#> HP1508501T2D_M7 3 0.000
#> HP1508501T2D_L21 1 1.000
#> HP1508501T2D_G19 1 0.751
#> HP1508501T2D_E7 3 0.000
#> HP1508501T2D_I11 1 1.000
#> HP1508501T2D_K7 1 0.000
#> HP1508501T2D_O9 3 0.000
#> HP1508501T2D_I17 1 0.249
#> HP1508501T2D_O13 3 0.000
#> HP1508501T2D_L11 3 0.000
#> HP1508501T2D_G14 3 0.000
#> HP1508501T2D_J13 1 0.253
#> HP1508501T2D_M18 1 0.000
#> HP1508501T2D_K6 3 0.000
#> HP1508501T2D_F21 1 1.000
#> HP1508501T2D_C19 3 0.000
#> HP1508501T2D_E17 1 0.000
#> HP1508501T2D_H16 1 0.000
#> HP1508501T2D_G17 1 0.000
#> HP1508501T2D_F15 3 0.000
#> HP1508501T2D_C15 3 0.000
#> HP1508501T2D_I10 1 0.000
#> HP1508501T2D_N15 1 0.000
#> HP1508501T2D_L23 3 0.000
#> HP1508501T2D_B24 3 0.000
#> HP1508501T2D_E4 3 0.000
#> HP1508501T2D_L2 1 0.000
#> HP1508501T2D_D9 1 0.000
#> HP1508501T2D_L15 1 0.000
#> HP1508501T2D_G18 1 1.000
#> HP1508501T2D_O8 1 1.000
#> HP1508501T2D_D24 1 0.000
#> HP1508501T2D_C12 3 0.000
#> HP1508501T2D_K15 1 0.000
#> HP1508501T2D_J22 3 0.249
#> HP1508501T2D_N23 1 0.249
#> HP1508501T2D_A17 1 0.502
#> HP1508501T2D_L24 1 0.000
#> HP1508501T2D_C11 1 0.000
#> HP1508501T2D_P2 1 0.000
#> HP1508501T2D_B14 1 0.000
#> HP1508501T2D_C18 1 0.253
#> HP1508501T2D_O12 3 0.000
#> HP1508501T2D_J14 1 1.000
#> HP1508501T2D_L5 3 0.000
#> HP1508501T2D_M23 3 0.253
#> HP1508501T2D_N10 1 0.000
#> HP1508501T2D_K23 1 0.751
#> HP1508501T2D_I4 1 0.000
#> HP1508501T2D_N6 1 0.000
#> HP1508501T2D_I19 1 0.000
#> HP1508501T2D_J16 3 0.249
#> HP1508501T2D_D18 1 0.000
#> HP1508501T2D_G13 1 0.000
#> HP1508501T2D_N21 1 1.000
#> HP1508501T2D_E20 3 0.000
#> HP1508501T2D_J2 3 0.000
#> HP1508501T2D_G23 1 0.000
#> HP1508501T2D_I7 3 0.000
#> HP1508501T2D_O11 1 0.000
#> HP1508501T2D_I12 1 0.000
#> HP1508501T2D_M10 3 0.000
#> HP1508501T2D_A11 3 0.000
#> HP1508501T2D_E11 1 1.000
#> HP1508501T2D_I13 1 0.000
#> HP1508501T2D_L9 1 0.253
#> HP1508501T2D_E9 1 0.751
#> HP1508501T2D_D22 3 0.502
#> HP1508501T2D_I21 3 0.000
#> HP1508501T2D_K3 1 1.000
#> HP1508501T2D_N8 1 0.000
#> HP1508501T2D_J15 3 0.498
#> HP1506401_G2 3 0.000
#> HP1506401_K2 1 0.000
#> HP1506401_M1 1 0.000
#> HP1506401_O2 3 0.000
#> HP1506401_D14 3 0.000
#> HP1506401_A9 3 0.000
#> HP1506401_N10 1 0.000
#> HP1506401_D15 1 0.000
#> HP1506401_J9 3 0.000
#> HP1506401_N1 3 0.000
#> HP1506401_G14 1 0.000
#> HP1506401_O16 1 0.000
#> HP1506401_D3 1 0.000
#> HP1506401_E23 3 0.000
#> HP1506401_G21 1 0.000
#> HP1506401_B17 1 0.000
#> HP1506401_N9 3 0.000
#> HP1506401_J5 3 0.000
#> HP1506401_M16 3 0.000
#> HP1506401_H15 1 0.000
#> HP1506401_H16 3 0.000
#> HP1506401_C24 3 0.000
#> HP1506401_E6 3 0.000
#> HP1506401_J2 1 0.000
#> HP1506401_B1 1 0.000
#> HP1506401_H4 1 0.000
#> HP1506401_I15 1 0.000
#> HP1506401_O4 3 0.000
#> HP1506401_D24 1 0.000
#> HP1506401_L21 3 0.000
#> HP1506401_J24 1 0.000
#> HP1506401_J6 3 0.000
#> HP1506401_N5 3 0.000
#> HP1506401_I24 3 0.000
#> HP1506401_F16 3 0.000
#> HP1506401_M18 3 0.000
#> HP1506401_I13 1 0.000
#> HP1506401_J8 3 0.000
#> HP1506401_K17 1 0.000
#> HP1506401_O24 1 0.000
#> HP1506401_L18 3 0.000
#> HP1506401_H18 3 0.000
#> HP1506401_F2 3 0.000
#> HP1506401_M4 3 0.000
#> HP1506401_J3 3 0.000
#> HP1506401_N16 3 0.000
#> HP1506401_D8 3 0.000
#> HP1506401_H7 1 0.000
#> HP1506401_M21 1 0.000
#> HP1506401_P11 3 0.000
#> HP1506401_L10 3 0.000
#> HP1506401_N24 1 0.000
#> HP1506401_P5 1 0.000
#> HP1506401_L20 1 0.000
#> HP1506401_C17 1 0.000
#> HP1506401_M19 3 0.000
#> HP1506401_J7 3 0.000
#> HP1506401_J23 1 0.000
#> HP1506401_D2 1 0.000
#> HP1506401_D23 1 0.000
#> HP1506401_G18 1 0.000
#> HP1506401_B5 1 0.498
#> HP1506401_K6 3 0.000
#> HP1506401_E17 1 1.000
#> HP1506401_G19 3 0.000
#> HP1506401_O21 1 0.000
#> HP1506401_L9 3 0.000
#> HP1506401_L4 1 0.000
#> HP1506401_E18 1 0.000
#> HP1506401_L13 3 0.000
#> HP1506401_G4 3 0.000
#> HP1506401_H6 3 0.000
#> HP1506401_F10 1 0.000
#> HP1506401_I4 1 0.000
#> HP1506401_D17 1 0.000
#> HP1506401_P22 3 0.000
#> HP1506401_D12 1 0.000
#> HP1506401_O8 3 0.000
#> HP1506401_B14 1 0.000
#> HP1506401_B16 3 0.000
#> HP1506401_I21 1 0.000
#> HP1506401_I6 1 0.000
#> HP1506401_F19 3 0.000
#> HP1506401_L1 3 0.000
#> HP1506401_C13 3 0.000
#> HP1506401_O7 1 0.502
#> HP1506401_A4 1 0.000
#> HP1506401_P1 3 0.000
#> HP1506401_K14 1 0.000
#> HP1506401_J20 1 0.000
#> HP1506401_J14 3 0.000
#> HP1506401_P21 3 0.000
#> HP1506401_O18 3 0.000
#> HP1506401_H2 3 0.000
#> HP1506401_K19 3 0.000
#> HP1506401_G15 1 0.000
#> HP1506401_F5 3 0.000
#> HP1506401_C16 3 0.000
#> HP1506401_K4 3 0.000
#> HP1506401_L3 1 0.000
#> HP1506401_F23 1 0.502
#> HP1506401_A7 1 0.000
#> HP1506401_P9 3 0.000
#> HP1506401_B15 3 0.000
#> HP1506401_K16 3 0.000
#> HP1506401_M8 3 0.000
#> HP1506401_A6 3 0.000
#> HP1506401_H23 3 0.000
#> HP1506401_I18 3 0.000
#> HP1506401_B24 1 0.000
#> HP1506401_E24 1 0.000
#> HP1506401_E8 1 0.000
#> HP1506401_G23 1 0.000
#> HP1506401_N17 3 0.000
#> HP1506401_J15 1 0.000
#> HP1506401_I10 3 0.000
#> HP1506401_G16 3 0.000
#> HP1506401_P23 3 0.000
#> HP1506401_M11 1 0.000
#> HP1506401_B6 3 0.000
#> HP1506401_N22 1 0.000
#> HP1506401_C7 1 0.000
#> HP1506401_A12 3 0.000
#> HP1506401_J22 3 0.000
#> HP1506401_C23 3 0.000
#> HP1506401_H1 1 0.000
#> HP1506401_H9 3 0.000
#> HP1506401_N23 3 0.000
#> HP1506401_H3 1 0.000
#> HP1506401_L11 3 0.000
#> HP1506401_E14 1 0.000
#> HP1506401_J21 3 0.000
#> HP1506401_P4 1 0.000
#> HP1506401_O12 3 0.000
#> HP1506401_J11 1 0.000
#> HP1506401_B23 3 0.000
#> HP1506401_D1 1 0.000
#> HP1506401_P10 3 0.000
#> HP1506401_D7 1 1.000
#> HP1507101_G2 1 0.000
#> HP1507101_J15 1 0.000
#> HP1507101_K16 1 0.000
#> HP1507101_M10 1 0.000
#> HP1507101_J12 3 0.000
#> HP1507101_E22 3 0.000
#> HP1507101_G10 1 0.000
#> HP1507101_H16 3 0.000
#> HP1507101_N17 3 0.000
#> HP1507101_J7 3 0.000
#> HP1507101_F15 3 0.000
#> HP1507101_D9 3 0.000
#> HP1507101_O12 1 0.000
#> HP1507101_N8 1 0.000
#> HP1507101_D10 3 0.000
#> HP1507101_P1 1 0.000
#> HP1507101_K20 3 0.000
#> HP1507101_L1 3 0.747
#> HP1509101_I17 1 0.000
#> HP1509101_D10 3 0.000
#> HP1509101_A24 1 1.000
#> HP1509101_B16 3 0.000
#> HP1509101_P17 3 0.000
#> HP1509101_P9 1 0.000
#> HP1509101_L13 3 0.000
#> HP1509101_D17 3 0.000
#> HP1509101_N7 3 0.000
#> HP1509101_F24 1 0.000
#> HP1509101_F2 1 0.000
#> HP1509101_B24 1 0.000
#> HP1509101_P6 3 0.000
#> HP1509101_J9 3 0.000
#> HP1509101_B19 3 0.000
#> HP1509101_D23 3 0.000
#> HP1509101_B17 1 0.000
#> HP1509101_G10 3 0.000
#> HP1509101_I12 1 0.000
#> HP1509101_O14 1 0.000
#> HP1509101_K10 3 0.000
#> HP1509101_B23 3 0.000
#> HP1509101_L18 3 0.000
#> HP1509101_N10 3 0.000
#> HP1509101_O17 3 0.000
#> HP1509101_P8 1 0.000
#> HP1509101_F22 1 0.000
#> HP1509101_F7 3 0.000
#> HP1509101_F23 1 0.000
#> HP1509101_H20 3 0.000
#> HP1509101_I6 3 0.000
#> HP1504901_J10 4 0.000
#> HP1504901_O11 4 0.000
#> HP1504901_P11 4 0.502
#> HP1504901_F8 4 0.000
#> HP1504901_N18 4 0.000
#> HP1504901_I10 4 0.000
#> HP1504901_P7 4 0.000
#> HP1504901_D13 4 0.000
#> HP1504901_E6 4 0.000
#> HP1504901_L16 4 0.000
#> HP1504901_O4 4 0.000
#> HP1504901_B14 4 0.000
#> HP1504901_K23 4 0.000
#> HP1504901_G11 4 0.000
#> HP1504901_H16 4 0.000
#> HP1525301T2D_P14 2 0.000
#> HP1525301T2D_P16 2 0.000
#> HP1525301T2D_O14 2 0.000
#> HP1525301T2D_H14 2 0.000
#> HP1525301T2D_F24 2 0.000
#> HP1525301T2D_P1 2 0.000
#> HP1526901T2D_O5 2 0.000
#> HP1525301T2D_H9 2 0.000
#> HP1525301T2D_K16 2 0.000
#> HP1525301T2D_C3 2 0.000
#> HP1525301T2D_D1 2 0.000
#> HP1525301T2D_I18 2 0.000
#> HP1525301T2D_M11 2 0.000
#> HP1525301T2D_I23 2 0.000
#> HP1525301T2D_K14 2 0.000
#> HP1525301T2D_J7 2 0.000
#> HP1525301T2D_C4 2 0.000
#> HP1525301T2D_J21 2 0.000
#> HP1525301T2D_J5 2 0.000
#> HP1525301T2D_D10 2 0.000
#> HP1526901T2D_F15 2 0.000
#> HP1526901T2D_M8 1 1.000
#> HP1525301T2D_C6 2 0.000
#> HP1525301T2D_G3 2 0.000
#> HP1525301T2D_E11 2 0.000
#> HP1525301T2D_N4 2 0.000
#> HP1525301T2D_B24 2 0.000
#> HP1525301T2D_O1 2 0.000
#> HP1525301T2D_O20 2 0.000
#> HP1525301T2D_O9 2 0.000
#> HP1525301T2D_G13 2 0.000
#> HP1526901T2D_I1 2 0.000
#> HP1525301T2D_L23 2 0.000
#> HP1525301T2D_I1 2 0.000
#> HP1526901T2D_J18 2 0.000
#> HP1526901T2D_B24 2 0.000
#> HP1525301T2D_C24 2 0.000
#> HP1526901T2D_G24 4 1.000
#> HP1526901T2D_P13 2 0.000
#> HP1525301T2D_G14 2 0.000
#> HP1525301T2D_L1 2 0.000
#> HP1525301T2D_I10 2 0.000
#> HP1525301T2D_G20 2 0.000
#> HP1526901T2D_N4 2 0.000
#> HP1525301T2D_H24 2 0.000
#> HP1525301T2D_P13 2 0.000
#> HP1526901T2D_E23 2 0.000
#> HP1525301T2D_D2 2 0.000
#> HP1525301T2D_I3 2 0.000
#> HP1525301T2D_F10 2 0.000
#> HP1525301T2D_K21 2 0.000
#> HP1525301T2D_H3 2 0.000
#> HP1526901T2D_D4 2 0.000
#> HP1525301T2D_N5 2 0.000
#> HP1525301T2D_A17 2 0.000
#> HP1525301T2D_E12 2 0.000
#> HP1525301T2D_C13 2 0.000
#> HP1526901T2D_K4 4 0.000
#> HP1525301T2D_I19 2 0.000
#> HP1526901T2D_M20 1 1.000
#> HP1526901T2D_D22 2 0.000
#> HP1525301T2D_J15 2 0.000
#> HP1526901T2D_J11 2 0.498
#> HP1525301T2D_P21 2 0.000
#> HP1525301T2D_J23 2 0.000
#> HP1525301T2D_P5 2 0.000
#> HP1525301T2D_F21 2 0.000
#> HP1525301T2D_A19 2 0.000
#> HP1525301T2D_J16 2 0.000
#> HP1525301T2D_F7 2 0.000
#> HP1526901T2D_E9 2 0.502
#> HP1526901T2D_F24 4 0.000
#> HP1525301T2D_O7 2 0.000
#> HP1525301T2D_A12 2 0.000
#> HP1526901T2D_J3 2 0.000
#> HP1525301T2D_B6 2 0.000
#> HP1525301T2D_E5 2 0.000
#> HP1525301T2D_K11 2 0.000
#> HP1526901T2D_N7 2 0.000
#> HP1525301T2D_L8 2 0.000
#> HP1525301T2D_O23 2 0.000
#> HP1526901T2D_A11 2 0.000
#> HP1525301T2D_F5 2 0.000
#> HP1525301T2D_A15 2 0.000
#> HP1526901T2D_F16 2 0.000
#> HP1525301T2D_L2 2 0.000
#> HP1525301T2D_B10 2 0.000
#> HP1525301T2D_E2 2 0.000
#> HP1525301T2D_E24 2 0.000
#> HP1525301T2D_K18 2 0.000
#> HP1525301T2D_C17 2 0.000
#> HP1525301T2D_D3 2 0.000
#> HP1525301T2D_D22 2 0.000
#> HP1525301T2D_F16 2 0.000
#> HP1526901T2D_D7 2 0.000
#> HP1526901T2D_E15 1 1.000
#> HP1525301T2D_N11 2 0.000
#> HP1526901T2D_A24 4 0.000
#> HP1526901T2D_E22 2 0.751
#> HP1525301T2D_C14 2 0.000
#> HP1526901T2D_C14 2 0.000
#> HP1525301T2D_K6 2 0.000
#> HP1525301T2D_L4 2 0.000
#> HP1525301T2D_G9 2 0.000
#> HP1525301T2D_L20 2 0.000
#> HP1526901T2D_E1 4 1.000
#> HP1526901T2D_K17 2 0.000
#> HP1526901T2D_F22 2 0.000
#> HP1525301T2D_I22 2 0.000
#> HP1525301T2D_K10 2 0.000
#> HP1525301T2D_F8 2 0.000
#> HP1525301T2D_A13 2 0.000
#> HP1525301T2D_A1 2 0.000
#> HP1526901T2D_O2 2 0.000
#> HP1526901T2D_D3 4 0.000
#> HP1525301T2D_D6 2 0.000
#> HP1525301T2D_O3 2 0.000
#> HP1525301T2D_N14 2 0.000
#> HP1525301T2D_J9 2 0.000
#> HP1525301T2D_P2 2 0.000
#> HP1525301T2D_K12 2 0.000
#> HP1526901T2D_H9 2 0.000
#> HP1525301T2D_O17 2 0.000
#> HP1526901T2D_B23 2 0.000
#> HP1525301T2D_G17 2 0.000
#> HP1526901T2D_C22 2 0.000
#> HP1526901T2D_D2 2 0.000
#> HP1526901T2D_L15 2 0.000
#> HP1525301T2D_C23 2 0.000
#> HP1525301T2D_I15 2 0.000
#> HP1526901T2D_A6 2 0.000
#> HP1525301T2D_E15 2 0.000
#> HP1526901T2D_K1 1 1.000
#> HP1526901T2D_C23 2 0.000
#> HP1525301T2D_H11 2 0.000
#> HP1525301T2D_L6 2 0.000
#> HP1525301T2D_F12 2 0.000
#> HP1525301T2D_P19 2 0.000
#> HP1526901T2D_C20 2 0.000
#> HP1525301T2D_A14 2 0.000
#> HP1525301T2D_C9 2 0.000
#> HP1525301T2D_M2 2 0.000
#> HP1525301T2D_L5 2 0.000
#> HP1525301T2D_C7 2 0.000
#> HP1525301T2D_J20 2 0.000
#> HP1525301T2D_N16 2 0.000
#> HP1525301T2D_C15 2 0.000
#> HP1525301T2D_M5 2 0.000
#> HP1525301T2D_D14 2 0.000
#> HP1526901T2D_I12 1 1.000
#> HP1525301T2D_N20 2 0.000
#> HP1525301T2D_P20 2 0.000
#> HP1525301T2D_L16 2 0.000
#> HP1525301T2D_G5 2 0.000
#> HP1525301T2D_P4 2 0.000
#> HP1525301T2D_I17 2 0.000
#> HP1526901T2D_N21 4 1.000
#> HP1525301T2D_M6 2 0.000
#> HP1525301T2D_N10 2 0.000
#> HP1526901T2D_K19 1 1.000
#> HP1525301T2D_J17 2 0.000
#> HP1526901T2D_F8 2 0.000
#> HP1525301T2D_N1 2 0.000
#> HP1525301T2D_B21 2 0.000
#> HP1525301T2D_H16 2 0.000
#> HP1526901T2D_E14 2 0.000
#> HP1526901T2D_H21 1 1.000
#> HP1525301T2D_M15 2 0.000
#> HP1525301T2D_C19 2 0.000
#> HP1526901T2D_I9 1 0.000
#> HP1525301T2D_K8 2 0.000
#> HP1525301T2D_H8 2 0.751
#> HP1525301T2D_K2 2 0.000
#> HP1525301T2D_M9 2 0.000
#> HP1525301T2D_D21 2 0.000
#> HP1525301T2D_K5 2 0.000
#> HP1525301T2D_B14 2 0.000
#> HP1526901T2D_J12 4 0.000
#> HP1525301T2D_D4 2 0.000
#> HP1525301T2D_F3 2 0.000
#> HP1525301T2D_G10 2 0.000
#> HP1525301T2D_H2 2 0.000
#> HP1526901T2D_A21 4 0.249
#> HP1525301T2D_H1 2 0.000
#> HP1526901T2D_G22 1 1.000
#> HP1525301T2D_H18 2 0.000
#> HP1525301T2D_O16 2 0.000
#> HP1526901T2D_B5 4 0.000
#> HP1526901T2D_O4 2 0.000
#> HP1525301T2D_I24 2 0.000
#> HP1525301T2D_O24 2 0.000
#> HP1526901T2D_D12 2 0.000
#> HP1525301T2D_M20 2 0.000
#> HP1525301T2D_H17 2 0.000
#> HP1525301T2D_C21 2 0.000
#> HP1525301T2D_L13 2 0.000
#> HP1525301T2D_K17 2 0.000
#> HP1526901T2D_I17 2 0.000
#> HP1525301T2D_D8 2 0.000
#> HP1526901T2D_M18 2 0.000
#> HP1525301T2D_M12 2 0.000
#> HP1526901T2D_E16 2 0.000
#> HP1525301T2D_N12 2 0.000
#> HP1525301T2D_C11 2 0.000
#> HP1525301T2D_I8 2 0.000
#> HP1525301T2D_O22 2 0.000
#> HP1525301T2D_K1 2 0.000
#> HP1525301T2D_E17 2 0.000
#> HP1525301T2D_D15 2 0.000
#> HP1526901T2D_H5 4 0.000
#> HP1525301T2D_G21 2 0.000
#> HP1526901T2D_O19 2 0.000
#> HP1525301T2D_C22 2 0.000
#> HP1525301T2D_B12 2 0.000
#> HP1525301T2D_B3 2 0.000
#> HP1525301T2D_N6 2 0.000
#> HP1526901T2D_N11 4 0.000
#> HP1526901T2D_H8 2 0.000
#> HP1525301T2D_I16 2 0.000
#> HP1526901T2D_B3 1 1.000
#> HP1525301T2D_P23 2 0.000
#> HP1526901T2D_C8 2 0.000
#> HP1526901T2D_H2 1 1.000
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 426 8.42e-10 1.62e-40 2.78e-48 2
#> ATC:skmeans 521 8.85e-09 1.86e-44 7.98e-37 3
#> ATC:skmeans 483 2.41e-06 6.76e-52 1.01e-35 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node022. Child nodes: Node01221-leaf , Node01222-leaf , Node02111 , Node02112 , Node02121 , Node02122 , Node02211 , Node02212-leaf , Node02213-leaf , Node02221 , Node02222 , Node02223-leaf , Node02231-leaf , Node02232-leaf , Node02233-leaf , Node02234-leaf , Node02311-leaf , Node02312 , Node02313-leaf , Node02321-leaf , Node02322-leaf , Node02323-leaf , Node02324-leaf , Node02331-leaf , Node02332-leaf , Node02411-leaf , Node02412-leaf , Node02421-leaf , Node02422 , Node02423-leaf , Node02431-leaf , Node02432-leaf , Node02433-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["0221"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 12010 rows and 234 columns.
#> Top rows (913) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 4.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.974 0.990 0.5002 0.500 0.500
#> 3 3 1.000 0.969 0.983 0.2828 0.806 0.630
#> 4 4 0.986 0.949 0.979 0.0935 0.921 0.785
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 4
#> attr(,"optional")
#> [1] 2 3
There is also optional best \(k\) = 2 3 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1502401_A14 2 0.000 0.9838 0.00 1.00
#> HP1502401_I14 2 0.000 0.9838 0.00 1.00
#> HP1502401_H23 2 0.000 0.9838 0.00 1.00
#> HP1502401_G18 2 0.000 0.9838 0.00 1.00
#> HP1502401_G23 2 0.000 0.9838 0.00 1.00
#> HP1502401_D18 2 0.000 0.9838 0.00 1.00
#> HP1504101T2D_L14 2 0.000 0.9838 0.00 1.00
#> HP1502401_N2 2 0.000 0.9838 0.00 1.00
#> HP1504101T2D_B8 2 0.000 0.9838 0.00 1.00
#> HP1502401_O14 2 0.000 0.9838 0.00 1.00
#> HP1502401_L5 2 0.000 0.9838 0.00 1.00
#> HP1504101T2D_C1 2 0.000 0.9838 0.00 1.00
#> HP1504101T2D_K19 2 0.000 0.9838 0.00 1.00
#> HP1502401_H21 2 0.000 0.9838 0.00 1.00
#> HP1502401_B17 2 0.000 0.9838 0.00 1.00
#> HP1502401_N18 2 0.000 0.9838 0.00 1.00
#> HP1504101T2D_I6 2 0.000 0.9838 0.00 1.00
#> HP1504101T2D_P3 2 0.000 0.9838 0.00 1.00
#> HP1502401_M8 2 0.000 0.9838 0.00 1.00
#> HP1502401_I2 2 0.000 0.9838 0.00 1.00
#> HP1504101T2D_H18 2 0.943 0.4479 0.36 0.64
#> HP1502401_D4 2 0.000 0.9838 0.00 1.00
#> HP1504101T2D_F18 2 0.000 0.9838 0.00 1.00
#> HP1504101T2D_A10 2 0.000 0.9838 0.00 1.00
#> HP1502401_K10 2 0.000 0.9838 0.00 1.00
#> HP1502401_D10 2 0.000 0.9838 0.00 1.00
#> HP1502401_A22 2 0.000 0.9838 0.00 1.00
#> HP1504101T2D_C11 2 0.795 0.6910 0.24 0.76
#> HP1502401_J15 2 0.000 0.9838 0.00 1.00
#> HP1502401_J19 2 0.000 0.9838 0.00 1.00
#> HP1502401_O10 2 0.000 0.9838 0.00 1.00
#> HP1504101T2D_K10 2 0.000 0.9838 0.00 1.00
#> HP1504101T2D_J16 2 0.000 0.9838 0.00 1.00
#> HP1502401_J17 2 0.000 0.9838 0.00 1.00
#> HP1502401_N10 2 0.000 0.9838 0.00 1.00
#> HP1502401_D2 1 0.990 0.1909 0.56 0.44
#> HP1502401_E23 2 0.000 0.9838 0.00 1.00
#> HP1502401_E24 2 0.000 0.9838 0.00 1.00
#> HP1504101T2D_F1 2 0.000 0.9838 0.00 1.00
#> HP1502401_J24 2 0.000 0.9838 0.00 1.00
#> HP1502401_M16 2 0.000 0.9838 0.00 1.00
#> HP1502401_E2 2 0.000 0.9838 0.00 1.00
#> HP1502401_C1 2 0.000 0.9838 0.00 1.00
#> HP1502401_I21 2 0.000 0.9838 0.00 1.00
#> HP1502401_J2 2 0.000 0.9838 0.00 1.00
#> HP1502401_M22 2 0.000 0.9838 0.00 1.00
#> HP1502401_N16 2 0.000 0.9838 0.00 1.00
#> HP1502401_E20 2 1.000 0.0145 0.50 0.50
#> HP1504101T2D_O24 2 0.000 0.9838 0.00 1.00
#> AZ_B8 2 0.000 0.9838 0.00 1.00
#> AZ_A7 2 0.000 0.9838 0.00 1.00
#> AZ_C3 2 0.000 0.9838 0.00 1.00
#> AZ_H10 1 0.000 0.9949 1.00 0.00
#> AZ_F6 2 0.529 0.8600 0.12 0.88
#> AZ_C9 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_K2 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_E1 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_G2 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_I1 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_G3 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_G1 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_N1 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_B18 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_A8 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_M17 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_M3 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_P14 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_I24 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_F4 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_F12 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_H5 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_B17 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_I3 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_J11 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_N7 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_M15 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_K22 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_H17 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_M22 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_N13 2 0.327 0.9259 0.06 0.94
#> HP1508501T2D_F8 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_L10 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_N24 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_E15 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_N17 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_N2 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_K18 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_C24 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_H13 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_L21 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_G19 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_I11 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_K7 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_I17 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_J13 1 0.469 0.8858 0.90 0.10
#> HP1508501T2D_M18 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_F21 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_E17 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_H16 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_G17 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_I10 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_N15 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_L2 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_D9 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_L15 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_G18 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_O8 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_D24 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_K15 2 0.904 0.5390 0.32 0.68
#> HP1508501T2D_N23 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_A17 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_L24 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_C11 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_P2 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_B14 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_C18 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_J14 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_N10 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_K23 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_I4 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_N6 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_I19 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_D18 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_G13 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_N21 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_G23 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_O11 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_I12 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_E11 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_I13 2 0.000 0.9838 0.00 1.00
#> HP1508501T2D_L9 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_E9 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_K3 1 0.000 0.9949 1.00 0.00
#> HP1508501T2D_N8 2 0.000 0.9838 0.00 1.00
#> HP1506401_K2 1 0.000 0.9949 1.00 0.00
#> HP1506401_M1 1 0.000 0.9949 1.00 0.00
#> HP1506401_N10 1 0.000 0.9949 1.00 0.00
#> HP1506401_D15 2 0.000 0.9838 0.00 1.00
#> HP1506401_G14 1 0.000 0.9949 1.00 0.00
#> HP1506401_O16 2 0.000 0.9838 0.00 1.00
#> HP1506401_D3 1 0.000 0.9949 1.00 0.00
#> HP1506401_G21 2 0.000 0.9838 0.00 1.00
#> HP1506401_B17 1 0.000 0.9949 1.00 0.00
#> HP1506401_H15 1 0.000 0.9949 1.00 0.00
#> HP1506401_J2 1 0.000 0.9949 1.00 0.00
#> HP1506401_B1 1 0.000 0.9949 1.00 0.00
#> HP1506401_H4 1 0.000 0.9949 1.00 0.00
#> HP1506401_I15 1 0.000 0.9949 1.00 0.00
#> HP1506401_D24 1 0.000 0.9949 1.00 0.00
#> HP1506401_J24 1 0.000 0.9949 1.00 0.00
#> HP1506401_I13 1 0.000 0.9949 1.00 0.00
#> HP1506401_K17 1 0.000 0.9949 1.00 0.00
#> HP1506401_O24 1 0.000 0.9949 1.00 0.00
#> HP1506401_H7 1 0.000 0.9949 1.00 0.00
#> HP1506401_M21 1 0.000 0.9949 1.00 0.00
#> HP1506401_N24 1 0.000 0.9949 1.00 0.00
#> HP1506401_P5 1 0.141 0.9753 0.98 0.02
#> HP1506401_L20 1 0.000 0.9949 1.00 0.00
#> HP1506401_C17 1 0.000 0.9949 1.00 0.00
#> HP1506401_J23 1 0.000 0.9949 1.00 0.00
#> HP1506401_D2 1 0.000 0.9949 1.00 0.00
#> HP1506401_D23 1 0.000 0.9949 1.00 0.00
#> HP1506401_G18 1 0.000 0.9949 1.00 0.00
#> HP1506401_B5 2 0.000 0.9838 0.00 1.00
#> HP1506401_E17 1 0.000 0.9949 1.00 0.00
#> HP1506401_O21 1 0.000 0.9949 1.00 0.00
#> HP1506401_L4 1 0.000 0.9949 1.00 0.00
#> HP1506401_E18 1 0.000 0.9949 1.00 0.00
#> HP1506401_F10 1 0.000 0.9949 1.00 0.00
#> HP1506401_I4 2 0.000 0.9838 0.00 1.00
#> HP1506401_D17 1 0.000 0.9949 1.00 0.00
#> HP1506401_D12 2 0.634 0.8095 0.16 0.84
#> HP1506401_B14 1 0.000 0.9949 1.00 0.00
#> HP1506401_I21 1 0.000 0.9949 1.00 0.00
#> HP1506401_I6 2 0.000 0.9838 0.00 1.00
#> HP1506401_O7 1 0.000 0.9949 1.00 0.00
#> HP1506401_A4 2 0.000 0.9838 0.00 1.00
#> HP1506401_K14 2 0.000 0.9838 0.00 1.00
#> HP1506401_J20 1 0.000 0.9949 1.00 0.00
#> HP1506401_G15 1 0.000 0.9949 1.00 0.00
#> HP1506401_L3 1 0.000 0.9949 1.00 0.00
#> HP1506401_F23 1 0.000 0.9949 1.00 0.00
#> HP1506401_A7 1 0.000 0.9949 1.00 0.00
#> HP1506401_B24 1 0.000 0.9949 1.00 0.00
#> HP1506401_E24 1 0.000 0.9949 1.00 0.00
#> HP1506401_E8 1 0.000 0.9949 1.00 0.00
#> HP1506401_G23 2 0.000 0.9838 0.00 1.00
#> HP1506401_J15 1 0.000 0.9949 1.00 0.00
#> HP1506401_M11 1 0.141 0.9753 0.98 0.02
#> HP1506401_N22 2 0.000 0.9838 0.00 1.00
#> HP1506401_C7 1 0.000 0.9949 1.00 0.00
#> HP1506401_H1 1 0.000 0.9949 1.00 0.00
#> HP1506401_H3 1 0.000 0.9949 1.00 0.00
#> HP1506401_E14 1 0.000 0.9949 1.00 0.00
#> HP1506401_P4 1 0.000 0.9949 1.00 0.00
#> HP1506401_J11 2 0.000 0.9838 0.00 1.00
#> HP1506401_D1 1 0.000 0.9949 1.00 0.00
#> HP1507101_G2 2 0.000 0.9838 0.00 1.00
#> HP1507101_J15 2 0.000 0.9838 0.00 1.00
#> HP1507101_K16 2 0.000 0.9838 0.00 1.00
#> HP1507101_M10 2 0.000 0.9838 0.00 1.00
#> HP1507101_G10 1 0.000 0.9949 1.00 0.00
#> HP1507101_O12 2 0.000 0.9838 0.00 1.00
#> HP1507101_N8 2 0.000 0.9838 0.00 1.00
#> HP1507101_P1 1 0.000 0.9949 1.00 0.00
#> HP1509101_I17 1 0.000 0.9949 1.00 0.00
#> HP1509101_A24 1 0.000 0.9949 1.00 0.00
#> HP1509101_P9 2 0.000 0.9838 0.00 1.00
#> HP1509101_F24 1 0.000 0.9949 1.00 0.00
#> HP1509101_F2 1 0.000 0.9949 1.00 0.00
#> HP1509101_B24 1 0.000 0.9949 1.00 0.00
#> HP1509101_B17 1 0.000 0.9949 1.00 0.00
#> HP1509101_I12 1 0.000 0.9949 1.00 0.00
#> HP1509101_O14 1 0.000 0.9949 1.00 0.00
#> HP1509101_P8 1 0.000 0.9949 1.00 0.00
#> HP1509101_F22 1 0.000 0.9949 1.00 0.00
#> HP1509101_F23 1 0.000 0.9949 1.00 0.00
#> HP1504901_J10 2 0.000 0.9838 0.00 1.00
#> HP1504901_D13 2 0.000 0.9838 0.00 1.00
#> HP1526901T2D_M8 2 0.000 0.9838 0.00 1.00
#> HP1526901T2D_G24 2 0.000 0.9838 0.00 1.00
#> HP1526901T2D_M20 1 0.242 0.9546 0.96 0.04
#> HP1526901T2D_F24 2 0.000 0.9838 0.00 1.00
#> HP1526901T2D_E15 2 0.000 0.9838 0.00 1.00
#> HP1526901T2D_E1 2 0.000 0.9838 0.00 1.00
#> HP1526901T2D_K1 2 0.000 0.9838 0.00 1.00
#> HP1526901T2D_I12 2 0.000 0.9838 0.00 1.00
#> HP1526901T2D_N21 2 0.000 0.9838 0.00 1.00
#> HP1526901T2D_K19 2 0.000 0.9838 0.00 1.00
#> HP1526901T2D_H21 2 0.000 0.9838 0.00 1.00
#> HP1526901T2D_I9 2 0.000 0.9838 0.00 1.00
#> HP1526901T2D_G22 1 0.000 0.9949 1.00 0.00
#> HP1526901T2D_B3 2 0.000 0.9838 0.00 1.00
#> HP1526901T2D_H2 2 0.000 0.9838 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1502401_A14 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_I14 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_H23 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_G18 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_G23 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_D18 2 0.0000 0.994 0.00 1.00 0.00
#> HP1504101T2D_L14 2 0.0892 0.981 0.00 0.98 0.02
#> HP1502401_N2 2 0.0000 0.994 0.00 1.00 0.00
#> HP1504101T2D_B8 2 0.2066 0.934 0.00 0.94 0.06
#> HP1502401_O14 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_L5 2 0.0000 0.994 0.00 1.00 0.00
#> HP1504101T2D_C1 2 0.0000 0.994 0.00 1.00 0.00
#> HP1504101T2D_K19 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_H21 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_B17 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_N18 2 0.0000 0.994 0.00 1.00 0.00
#> HP1504101T2D_I6 2 0.0000 0.994 0.00 1.00 0.00
#> HP1504101T2D_P3 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_M8 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_I2 2 0.0000 0.994 0.00 1.00 0.00
#> HP1504101T2D_H18 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_D4 2 0.0000 0.994 0.00 1.00 0.00
#> HP1504101T2D_F18 2 0.0000 0.994 0.00 1.00 0.00
#> HP1504101T2D_A10 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_K10 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_D10 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_A22 2 0.0000 0.994 0.00 1.00 0.00
#> HP1504101T2D_C11 2 0.0892 0.981 0.00 0.98 0.02
#> HP1502401_J15 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_J19 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_O10 2 0.0000 0.994 0.00 1.00 0.00
#> HP1504101T2D_K10 2 0.0000 0.994 0.00 1.00 0.00
#> HP1504101T2D_J16 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_J17 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_N10 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_D2 2 0.0892 0.981 0.00 0.98 0.02
#> HP1502401_E23 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_E24 2 0.0000 0.994 0.00 1.00 0.00
#> HP1504101T2D_F1 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_J24 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_M16 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_E2 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_C1 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_I21 2 0.0892 0.977 0.00 0.98 0.02
#> HP1502401_J2 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_M22 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_N16 2 0.0000 0.994 0.00 1.00 0.00
#> HP1502401_E20 2 0.0892 0.981 0.00 0.98 0.02
#> HP1504101T2D_O24 2 0.0000 0.994 0.00 1.00 0.00
#> AZ_B8 2 0.0000 0.994 0.00 1.00 0.00
#> AZ_A7 2 0.0000 0.994 0.00 1.00 0.00
#> AZ_C3 2 0.0000 0.994 0.00 1.00 0.00
#> AZ_H10 1 0.6053 0.628 0.72 0.26 0.02
#> AZ_F6 2 0.0892 0.981 0.00 0.98 0.02
#> AZ_C9 2 0.0000 0.994 0.00 1.00 0.00
#> HP1508501T2D_K2 3 0.4002 0.817 0.00 0.16 0.84
#> HP1508501T2D_E1 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_G2 3 0.0892 0.959 0.00 0.02 0.98
#> HP1508501T2D_I1 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_G3 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_G1 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_N1 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_B18 1 0.4291 0.773 0.82 0.00 0.18
#> HP1508501T2D_A8 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_M17 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_M3 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_P14 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_I24 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_F4 3 0.0892 0.959 0.00 0.02 0.98
#> HP1508501T2D_F12 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_H5 2 0.0000 0.994 0.00 1.00 0.00
#> HP1508501T2D_B17 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_I3 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_J11 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_N7 3 0.0892 0.959 0.00 0.02 0.98
#> HP1508501T2D_M15 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_K22 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_H17 3 0.0892 0.959 0.00 0.02 0.98
#> HP1508501T2D_M22 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_N13 2 0.1529 0.970 0.00 0.96 0.04
#> HP1508501T2D_F8 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_L10 3 0.5397 0.635 0.00 0.28 0.72
#> HP1508501T2D_N24 3 0.0892 0.959 0.00 0.02 0.98
#> HP1508501T2D_E15 3 0.0892 0.959 0.00 0.02 0.98
#> HP1508501T2D_N17 3 0.0892 0.959 0.00 0.02 0.98
#> HP1508501T2D_N2 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_K18 2 0.1529 0.957 0.00 0.96 0.04
#> HP1508501T2D_C24 3 0.0892 0.959 0.00 0.02 0.98
#> HP1508501T2D_H13 3 0.1529 0.932 0.04 0.00 0.96
#> HP1508501T2D_L21 3 0.0892 0.959 0.00 0.02 0.98
#> HP1508501T2D_G19 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_I11 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_K7 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_I17 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_J13 3 0.0892 0.948 0.02 0.00 0.98
#> HP1508501T2D_M18 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_F21 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_E17 3 0.0892 0.959 0.00 0.02 0.98
#> HP1508501T2D_H16 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_G17 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_I10 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_N15 3 0.0892 0.959 0.00 0.02 0.98
#> HP1508501T2D_L2 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_D9 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_L15 3 0.0892 0.959 0.00 0.02 0.98
#> HP1508501T2D_G18 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_O8 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_D24 3 0.0892 0.959 0.00 0.02 0.98
#> HP1508501T2D_K15 3 0.0000 0.948 0.00 0.00 1.00
#> HP1508501T2D_N23 3 0.6302 0.109 0.48 0.00 0.52
#> HP1508501T2D_A17 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_L24 3 0.2959 0.874 0.10 0.00 0.90
#> HP1508501T2D_C11 3 0.0892 0.948 0.02 0.00 0.98
#> HP1508501T2D_P2 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_B14 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_C18 3 0.5397 0.627 0.28 0.00 0.72
#> HP1508501T2D_J14 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_N10 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_K23 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_I4 3 0.0892 0.948 0.02 0.00 0.98
#> HP1508501T2D_N6 3 0.0892 0.959 0.00 0.02 0.98
#> HP1508501T2D_I19 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_D18 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_G13 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_N21 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_G23 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_O11 2 0.0892 0.981 0.00 0.98 0.02
#> HP1508501T2D_I12 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_E11 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_I13 3 0.0892 0.959 0.00 0.02 0.98
#> HP1508501T2D_L9 3 0.0892 0.948 0.02 0.00 0.98
#> HP1508501T2D_E9 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_K3 1 0.0000 0.993 1.00 0.00 0.00
#> HP1508501T2D_N8 3 0.0892 0.959 0.00 0.02 0.98
#> HP1506401_K2 1 0.0892 0.978 0.98 0.00 0.02
#> HP1506401_M1 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_N10 3 0.0892 0.948 0.02 0.00 0.98
#> HP1506401_D15 3 0.0892 0.959 0.00 0.02 0.98
#> HP1506401_G14 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_O16 2 0.0892 0.981 0.00 0.98 0.02
#> HP1506401_D3 1 0.0892 0.978 0.98 0.00 0.02
#> HP1506401_G21 3 0.0892 0.959 0.00 0.02 0.98
#> HP1506401_B17 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_H15 1 0.0892 0.978 0.98 0.00 0.02
#> HP1506401_J2 1 0.0892 0.978 0.98 0.00 0.02
#> HP1506401_B1 1 0.0892 0.978 0.98 0.00 0.02
#> HP1506401_H4 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_I15 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_D24 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_J24 1 0.0892 0.978 0.98 0.00 0.02
#> HP1506401_I13 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_K17 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_O24 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_H7 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_M21 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_N24 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_P5 3 0.0892 0.948 0.02 0.00 0.98
#> HP1506401_L20 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_C17 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_J23 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_D2 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_D23 1 0.0892 0.978 0.98 0.00 0.02
#> HP1506401_G18 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_B5 3 0.0892 0.941 0.00 0.02 0.98
#> HP1506401_E17 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_O21 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_L4 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_E18 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_F10 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_I4 3 0.0892 0.959 0.00 0.02 0.98
#> HP1506401_D17 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_D12 2 0.0892 0.981 0.00 0.98 0.02
#> HP1506401_B14 1 0.0892 0.978 0.98 0.00 0.02
#> HP1506401_I21 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_I6 2 0.0892 0.981 0.00 0.98 0.02
#> HP1506401_O7 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_A4 3 0.0000 0.948 0.00 0.00 1.00
#> HP1506401_K14 2 0.0892 0.981 0.00 0.98 0.02
#> HP1506401_J20 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_G15 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_L3 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_F23 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_A7 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_B24 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_E24 1 0.0892 0.978 0.98 0.00 0.02
#> HP1506401_E8 1 0.0892 0.978 0.98 0.00 0.02
#> HP1506401_G23 3 0.0892 0.959 0.00 0.02 0.98
#> HP1506401_J15 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_M11 3 0.0892 0.948 0.02 0.00 0.98
#> HP1506401_N22 2 0.0892 0.981 0.00 0.98 0.02
#> HP1506401_C7 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_H1 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_H3 1 0.0892 0.978 0.98 0.00 0.02
#> HP1506401_E14 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_P4 1 0.0000 0.993 1.00 0.00 0.00
#> HP1506401_J11 2 0.2066 0.952 0.00 0.94 0.06
#> HP1506401_D1 1 0.0000 0.993 1.00 0.00 0.00
#> HP1507101_G2 2 0.0000 0.994 0.00 1.00 0.00
#> HP1507101_J15 3 0.0892 0.959 0.00 0.02 0.98
#> HP1507101_K16 3 0.0892 0.959 0.00 0.02 0.98
#> HP1507101_M10 2 0.0000 0.994 0.00 1.00 0.00
#> HP1507101_G10 1 0.0000 0.993 1.00 0.00 0.00
#> HP1507101_O12 3 0.0892 0.959 0.00 0.02 0.98
#> HP1507101_N8 3 0.0892 0.959 0.00 0.02 0.98
#> HP1507101_P1 1 0.0000 0.993 1.00 0.00 0.00
#> HP1509101_I17 1 0.0000 0.993 1.00 0.00 0.00
#> HP1509101_A24 1 0.0000 0.993 1.00 0.00 0.00
#> HP1509101_P9 3 0.0892 0.959 0.00 0.02 0.98
#> HP1509101_F24 1 0.0000 0.993 1.00 0.00 0.00
#> HP1509101_F2 3 0.4555 0.758 0.20 0.00 0.80
#> HP1509101_B24 3 0.0892 0.948 0.02 0.00 0.98
#> HP1509101_B17 1 0.0000 0.993 1.00 0.00 0.00
#> HP1509101_I12 1 0.0000 0.993 1.00 0.00 0.00
#> HP1509101_O14 1 0.2537 0.909 0.92 0.00 0.08
#> HP1509101_P8 1 0.0000 0.993 1.00 0.00 0.00
#> HP1509101_F22 1 0.0000 0.993 1.00 0.00 0.00
#> HP1509101_F23 1 0.0000 0.993 1.00 0.00 0.00
#> HP1504901_J10 2 0.0000 0.994 0.00 1.00 0.00
#> HP1504901_D13 2 0.0000 0.994 0.00 1.00 0.00
#> HP1526901T2D_M8 3 0.0892 0.959 0.00 0.02 0.98
#> HP1526901T2D_G24 3 0.0892 0.959 0.00 0.02 0.98
#> HP1526901T2D_M20 3 0.0892 0.948 0.02 0.00 0.98
#> HP1526901T2D_F24 3 0.0892 0.959 0.00 0.02 0.98
#> HP1526901T2D_E15 3 0.5397 0.635 0.00 0.28 0.72
#> HP1526901T2D_E1 3 0.0892 0.959 0.00 0.02 0.98
#> HP1526901T2D_K1 3 0.0892 0.959 0.00 0.02 0.98
#> HP1526901T2D_I12 3 0.0000 0.948 0.00 0.00 1.00
#> HP1526901T2D_N21 3 0.0892 0.959 0.00 0.02 0.98
#> HP1526901T2D_K19 3 0.0892 0.959 0.00 0.02 0.98
#> HP1526901T2D_H21 3 0.0892 0.959 0.00 0.02 0.98
#> HP1526901T2D_I9 2 0.0000 0.994 0.00 1.00 0.00
#> HP1526901T2D_G22 3 0.0892 0.948 0.02 0.00 0.98
#> HP1526901T2D_B3 3 0.0892 0.959 0.00 0.02 0.98
#> HP1526901T2D_H2 3 0.0892 0.959 0.00 0.02 0.98
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1502401_A14 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_I14 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_H23 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_G18 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_G23 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_D18 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1504101T2D_L14 2 0.1211 0.948 0.00 0.96 0.00 0.04
#> HP1502401_N2 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1504101T2D_B8 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_O14 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_L5 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1504101T2D_C1 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1504101T2D_K19 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_H21 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_B17 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_N18 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1504101T2D_I6 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1504101T2D_P3 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_M8 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_I2 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1504101T2D_H18 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_D4 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1504101T2D_F18 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1504101T2D_A10 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_K10 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_D10 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_A22 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1504101T2D_C11 2 0.3610 0.754 0.00 0.80 0.00 0.20
#> HP1502401_J15 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_J19 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_O10 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1504101T2D_K10 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1504101T2D_J16 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_J17 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_N10 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_D2 2 0.1211 0.947 0.00 0.96 0.00 0.04
#> HP1502401_E23 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_E24 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1504101T2D_F1 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_J24 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_M16 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_E2 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_C1 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_I21 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_J2 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_M22 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_N16 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1502401_E20 2 0.2011 0.907 0.00 0.92 0.00 0.08
#> HP1504101T2D_O24 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> AZ_B8 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> AZ_A7 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> AZ_C3 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> AZ_H10 1 0.5489 0.567 0.70 0.24 0.00 0.06
#> AZ_F6 2 0.3400 0.783 0.00 0.82 0.00 0.18
#> AZ_C9 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1508501T2D_K2 2 0.4790 0.374 0.00 0.62 0.38 0.00
#> HP1508501T2D_E1 1 0.1211 0.951 0.96 0.00 0.00 0.04
#> HP1508501T2D_G2 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_I1 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_G3 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_G1 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_N1 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_B18 1 0.2011 0.898 0.92 0.00 0.08 0.00
#> HP1508501T2D_A8 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_M17 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_M3 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_P14 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_I24 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_F4 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_F12 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_H5 2 0.0707 0.966 0.00 0.98 0.00 0.02
#> HP1508501T2D_B17 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_I3 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_J11 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_N7 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_M15 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_K22 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_H17 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_M22 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_N13 4 0.0000 0.946 0.00 0.00 0.00 1.00
#> HP1508501T2D_F8 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_L10 3 0.5957 0.225 0.00 0.42 0.54 0.04
#> HP1508501T2D_N24 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_E15 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_N17 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_N2 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_K18 2 0.0707 0.966 0.00 0.98 0.00 0.02
#> HP1508501T2D_C24 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_H13 3 0.0707 0.934 0.02 0.00 0.98 0.00
#> HP1508501T2D_L21 3 0.1211 0.914 0.00 0.04 0.96 0.00
#> HP1508501T2D_G19 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_I11 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_K7 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_I17 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_J13 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_M18 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_F21 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_E17 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_H16 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_G17 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_I10 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_N15 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_L2 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_D9 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_L15 3 0.1211 0.922 0.00 0.00 0.96 0.04
#> HP1508501T2D_G18 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_O8 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_D24 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_K15 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_N23 1 0.4624 0.477 0.66 0.00 0.34 0.00
#> HP1508501T2D_A17 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_L24 3 0.3172 0.729 0.16 0.00 0.84 0.00
#> HP1508501T2D_C11 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_P2 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_B14 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_C18 3 0.4522 0.459 0.32 0.00 0.68 0.00
#> HP1508501T2D_J14 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_N10 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_K23 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_I4 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_N6 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_I19 1 0.1211 0.951 0.96 0.00 0.00 0.04
#> HP1508501T2D_D18 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_G13 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_N21 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_G23 1 0.2921 0.832 0.86 0.00 0.00 0.14
#> HP1508501T2D_O11 4 0.3400 0.761 0.00 0.18 0.00 0.82
#> HP1508501T2D_I12 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_E11 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_I13 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_L9 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1508501T2D_E9 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_K3 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1508501T2D_N8 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1506401_K2 4 0.2345 0.861 0.10 0.00 0.00 0.90
#> HP1506401_M1 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_N10 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1506401_D15 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1506401_G14 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_O16 4 0.0000 0.946 0.00 0.00 0.00 1.00
#> HP1506401_D3 4 0.0707 0.940 0.02 0.00 0.00 0.98
#> HP1506401_G21 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1506401_B17 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_H15 4 0.0707 0.940 0.02 0.00 0.00 0.98
#> HP1506401_J2 4 0.0000 0.946 0.00 0.00 0.00 1.00
#> HP1506401_B1 4 0.0707 0.940 0.02 0.00 0.00 0.98
#> HP1506401_H4 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_I15 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_D24 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_J24 4 0.0000 0.946 0.00 0.00 0.00 1.00
#> HP1506401_I13 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_K17 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_O24 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_H7 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_M21 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_N24 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_P5 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1506401_L20 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_C17 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_J23 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_D2 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_D23 4 0.0707 0.940 0.02 0.00 0.00 0.98
#> HP1506401_G18 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_B5 4 0.0000 0.946 0.00 0.00 0.00 1.00
#> HP1506401_E17 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_O21 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_L4 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_E18 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_F10 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_I4 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1506401_D17 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_D12 4 0.0000 0.946 0.00 0.00 0.00 1.00
#> HP1506401_B14 4 0.0000 0.946 0.00 0.00 0.00 1.00
#> HP1506401_I21 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_I6 4 0.0000 0.946 0.00 0.00 0.00 1.00
#> HP1506401_O7 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_A4 3 0.4406 0.541 0.00 0.00 0.70 0.30
#> HP1506401_K14 4 0.0000 0.946 0.00 0.00 0.00 1.00
#> HP1506401_J20 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_G15 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_L3 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_F23 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_A7 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_B24 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_E24 4 0.0000 0.946 0.00 0.00 0.00 1.00
#> HP1506401_E8 4 0.0707 0.940 0.02 0.00 0.00 0.98
#> HP1506401_G23 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1506401_J15 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_M11 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1506401_N22 4 0.0000 0.946 0.00 0.00 0.00 1.00
#> HP1506401_C7 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_H1 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_H3 4 0.0707 0.940 0.02 0.00 0.00 0.98
#> HP1506401_E14 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_P4 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1506401_J11 4 0.0000 0.946 0.00 0.00 0.00 1.00
#> HP1506401_D1 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1507101_G2 2 0.1211 0.949 0.00 0.96 0.00 0.04
#> HP1507101_J15 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1507101_K16 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1507101_M10 2 0.1211 0.949 0.00 0.96 0.00 0.04
#> HP1507101_G10 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1507101_O12 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1507101_N8 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1507101_P1 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1509101_I17 1 0.1211 0.951 0.96 0.00 0.00 0.04
#> HP1509101_A24 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1509101_P9 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1509101_F24 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1509101_F2 4 0.5957 0.232 0.04 0.00 0.42 0.54
#> HP1509101_B24 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1509101_B17 1 0.1211 0.951 0.96 0.00 0.00 0.04
#> HP1509101_I12 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1509101_O14 4 0.3172 0.791 0.16 0.00 0.00 0.84
#> HP1509101_P8 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1509101_F22 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1509101_F23 1 0.0000 0.988 1.00 0.00 0.00 0.00
#> HP1504901_J10 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1504901_D13 2 0.0000 0.981 0.00 1.00 0.00 0.00
#> HP1526901T2D_M8 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1526901T2D_G24 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1526901T2D_M20 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1526901T2D_F24 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1526901T2D_E15 3 0.5713 0.438 0.00 0.34 0.62 0.04
#> HP1526901T2D_E1 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1526901T2D_K1 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1526901T2D_I12 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1526901T2D_N21 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1526901T2D_K19 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1526901T2D_H21 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1526901T2D_I9 2 0.1211 0.949 0.00 0.96 0.00 0.04
#> HP1526901T2D_G22 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1526901T2D_B3 3 0.0000 0.958 0.00 0.00 1.00 0.00
#> HP1526901T2D_H2 3 0.0000 0.958 0.00 0.00 1.00 0.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 231 7.37e-01 8.89e-01 7.09e-02 2
#> ATC:skmeans 233 1.09e-06 5.68e-06 1.24e-02 3
#> ATC:skmeans 228 4.32e-10 2.43e-07 6.45e-06 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node0221. Child nodes: Node021111-leaf , Node021112-leaf , Node021121-leaf , Node021122-leaf , Node021123-leaf , Node021211-leaf , Node021212-leaf , Node021213-leaf , Node021221-leaf , Node021222-leaf , Node021223-leaf , Node022111-leaf , Node022112-leaf , Node022113-leaf , Node022114-leaf , Node022211-leaf , Node022212-leaf , Node022213-leaf , Node022221-leaf , Node022222-leaf , Node022223-leaf , Node022224-leaf , Node023121-leaf , Node023122-leaf , Node023123-leaf , Node024221-leaf , Node024222-leaf , Node024223-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["02211"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11973 rows and 108 columns.
#> Top rows (1197) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 4.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1 0.987 0.995 0.505 0.496 0.496
#> 3 3 1 0.978 0.982 0.280 0.818 0.647
#> 4 4 1 0.971 0.981 0.131 0.876 0.669
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 4
#> attr(,"optional")
#> [1] 2 3
There is also optional best \(k\) = 2 3 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> AZ_H10 2 0.981 0.28 0.42 0.58
#> HP1508501T2D_E1 2 0.000 0.99 0.00 1.00
#> HP1508501T2D_I1 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_G3 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_G1 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_N1 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_B18 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_A8 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_M17 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_M3 2 0.000 0.99 0.00 1.00
#> HP1508501T2D_P14 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_I24 2 0.000 0.99 0.00 1.00
#> HP1508501T2D_F12 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_B17 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_I3 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_J11 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_M15 2 0.000 0.99 0.00 1.00
#> HP1508501T2D_K22 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_M22 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_F8 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_N2 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_G19 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_I11 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_K7 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_I17 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_M18 2 0.000 0.99 0.00 1.00
#> HP1508501T2D_F21 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_H16 2 0.000 0.99 0.00 1.00
#> HP1508501T2D_G17 2 0.000 0.99 0.00 1.00
#> HP1508501T2D_I10 2 0.000 0.99 0.00 1.00
#> HP1508501T2D_L2 2 0.000 0.99 0.00 1.00
#> HP1508501T2D_D9 2 0.000 0.99 0.00 1.00
#> HP1508501T2D_G18 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_O8 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_A17 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_P2 2 0.000 0.99 0.00 1.00
#> HP1508501T2D_B14 2 0.000 0.99 0.00 1.00
#> HP1508501T2D_J14 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_N10 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_K23 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_I19 2 0.000 0.99 0.00 1.00
#> HP1508501T2D_D18 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_G13 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_N21 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_G23 2 0.000 0.99 0.00 1.00
#> HP1508501T2D_I12 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_E11 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_E9 1 0.000 1.00 1.00 0.00
#> HP1508501T2D_K3 1 0.000 1.00 1.00 0.00
#> HP1506401_K2 2 0.000 0.99 0.00 1.00
#> HP1506401_M1 2 0.000 0.99 0.00 1.00
#> HP1506401_G14 1 0.000 1.00 1.00 0.00
#> HP1506401_D3 2 0.000 0.99 0.00 1.00
#> HP1506401_B17 1 0.000 1.00 1.00 0.00
#> HP1506401_H15 2 0.000 0.99 0.00 1.00
#> HP1506401_J2 2 0.000 0.99 0.00 1.00
#> HP1506401_B1 2 0.000 0.99 0.00 1.00
#> HP1506401_H4 1 0.000 1.00 1.00 0.00
#> HP1506401_I15 1 0.000 1.00 1.00 0.00
#> HP1506401_D24 2 0.000 0.99 0.00 1.00
#> HP1506401_J24 2 0.000 0.99 0.00 1.00
#> HP1506401_I13 2 0.000 0.99 0.00 1.00
#> HP1506401_K17 1 0.000 1.00 1.00 0.00
#> HP1506401_O24 2 0.000 0.99 0.00 1.00
#> HP1506401_H7 1 0.000 1.00 1.00 0.00
#> HP1506401_M21 1 0.000 1.00 1.00 0.00
#> HP1506401_N24 2 0.000 0.99 0.00 1.00
#> HP1506401_L20 1 0.000 1.00 1.00 0.00
#> HP1506401_C17 2 0.000 0.99 0.00 1.00
#> HP1506401_J23 2 0.000 0.99 0.00 1.00
#> HP1506401_D2 2 0.000 0.99 0.00 1.00
#> HP1506401_D23 2 0.000 0.99 0.00 1.00
#> HP1506401_G18 1 0.000 1.00 1.00 0.00
#> HP1506401_E17 1 0.000 1.00 1.00 0.00
#> HP1506401_O21 2 0.000 0.99 0.00 1.00
#> HP1506401_L4 2 0.000 0.99 0.00 1.00
#> HP1506401_E18 1 0.000 1.00 1.00 0.00
#> HP1506401_F10 2 0.000 0.99 0.00 1.00
#> HP1506401_D17 2 0.000 0.99 0.00 1.00
#> HP1506401_B14 2 0.000 0.99 0.00 1.00
#> HP1506401_I21 2 0.000 0.99 0.00 1.00
#> HP1506401_O7 1 0.000 1.00 1.00 0.00
#> HP1506401_J20 1 0.000 1.00 1.00 0.00
#> HP1506401_G15 2 0.000 0.99 0.00 1.00
#> HP1506401_L3 2 0.000 0.99 0.00 1.00
#> HP1506401_F23 1 0.000 1.00 1.00 0.00
#> HP1506401_A7 2 0.000 0.99 0.00 1.00
#> HP1506401_B24 2 0.000 0.99 0.00 1.00
#> HP1506401_E24 2 0.000 0.99 0.00 1.00
#> HP1506401_E8 2 0.000 0.99 0.00 1.00
#> HP1506401_J15 2 0.000 0.99 0.00 1.00
#> HP1506401_C7 2 0.000 0.99 0.00 1.00
#> HP1506401_H1 2 0.000 0.99 0.00 1.00
#> HP1506401_H3 2 0.000 0.99 0.00 1.00
#> HP1506401_E14 2 0.529 0.86 0.12 0.88
#> HP1506401_P4 1 0.000 1.00 1.00 0.00
#> HP1506401_D1 2 0.000 0.99 0.00 1.00
#> HP1507101_G10 1 0.000 1.00 1.00 0.00
#> HP1507101_P1 1 0.000 1.00 1.00 0.00
#> HP1509101_I17 2 0.000 0.99 0.00 1.00
#> HP1509101_A24 1 0.000 1.00 1.00 0.00
#> HP1509101_F24 1 0.000 1.00 1.00 0.00
#> HP1509101_B17 2 0.000 0.99 0.00 1.00
#> HP1509101_I12 2 0.000 0.99 0.00 1.00
#> HP1509101_O14 2 0.000 0.99 0.00 1.00
#> HP1509101_P8 1 0.000 1.00 1.00 0.00
#> HP1509101_F22 2 0.000 0.99 0.00 1.00
#> HP1509101_F23 1 0.000 1.00 1.00 0.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> AZ_H10 2 0.153 0.967 0.00 0.96 0.04
#> HP1508501T2D_E1 2 0.153 0.954 0.00 0.96 0.04
#> HP1508501T2D_I1 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_G3 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_G1 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_N1 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_B18 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_A8 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_M17 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_M3 3 0.153 0.974 0.00 0.04 0.96
#> HP1508501T2D_P14 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_I24 2 0.000 0.984 0.00 1.00 0.00
#> HP1508501T2D_F12 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_B17 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_I3 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_J11 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_M15 3 0.153 0.974 0.00 0.04 0.96
#> HP1508501T2D_K22 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_M22 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_F8 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_N2 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_G19 1 0.153 0.964 0.96 0.00 0.04
#> HP1508501T2D_I11 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_K7 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_I17 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_M18 2 0.153 0.967 0.00 0.96 0.04
#> HP1508501T2D_F21 1 0.153 0.964 0.96 0.00 0.04
#> HP1508501T2D_H16 2 0.153 0.967 0.00 0.96 0.04
#> HP1508501T2D_G17 2 0.153 0.967 0.00 0.96 0.04
#> HP1508501T2D_I10 2 0.153 0.967 0.00 0.96 0.04
#> HP1508501T2D_L2 2 0.000 0.984 0.00 1.00 0.00
#> HP1508501T2D_D9 2 0.000 0.984 0.00 1.00 0.00
#> HP1508501T2D_G18 1 0.153 0.964 0.96 0.00 0.04
#> HP1508501T2D_O8 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_A17 3 0.153 0.964 0.04 0.00 0.96
#> HP1508501T2D_P2 2 0.000 0.984 0.00 1.00 0.00
#> HP1508501T2D_B14 2 0.153 0.967 0.00 0.96 0.04
#> HP1508501T2D_J14 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_N10 3 0.153 0.964 0.04 0.00 0.96
#> HP1508501T2D_K23 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_I19 2 0.153 0.954 0.00 0.96 0.04
#> HP1508501T2D_D18 1 0.153 0.964 0.96 0.00 0.04
#> HP1508501T2D_G13 3 0.153 0.964 0.04 0.00 0.96
#> HP1508501T2D_N21 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_G23 2 0.000 0.984 0.00 1.00 0.00
#> HP1508501T2D_I12 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_E11 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_E9 1 0.000 0.992 1.00 0.00 0.00
#> HP1508501T2D_K3 1 0.000 0.992 1.00 0.00 0.00
#> HP1506401_K2 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_M1 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_G14 1 0.153 0.964 0.96 0.00 0.04
#> HP1506401_D3 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_B17 3 0.153 0.964 0.04 0.00 0.96
#> HP1506401_H15 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_J2 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_B1 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_H4 3 0.153 0.964 0.04 0.00 0.96
#> HP1506401_I15 1 0.304 0.925 0.92 0.04 0.04
#> HP1506401_D24 2 0.153 0.967 0.00 0.96 0.04
#> HP1506401_J24 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_I13 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_K17 1 0.000 0.992 1.00 0.00 0.00
#> HP1506401_O24 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_H7 1 0.000 0.992 1.00 0.00 0.00
#> HP1506401_M21 3 0.153 0.964 0.04 0.00 0.96
#> HP1506401_N24 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_L20 1 0.000 0.992 1.00 0.00 0.00
#> HP1506401_C17 3 0.153 0.974 0.00 0.04 0.96
#> HP1506401_J23 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_D2 3 0.153 0.974 0.00 0.04 0.96
#> HP1506401_D23 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_G18 1 0.000 0.992 1.00 0.00 0.00
#> HP1506401_E17 1 0.000 0.992 1.00 0.00 0.00
#> HP1506401_O21 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_L4 3 0.153 0.974 0.00 0.04 0.96
#> HP1506401_E18 1 0.153 0.964 0.96 0.00 0.04
#> HP1506401_F10 3 0.153 0.974 0.00 0.04 0.96
#> HP1506401_D17 3 0.153 0.974 0.00 0.04 0.96
#> HP1506401_B14 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_I21 3 0.153 0.974 0.00 0.04 0.96
#> HP1506401_O7 1 0.153 0.964 0.96 0.00 0.04
#> HP1506401_J20 1 0.000 0.992 1.00 0.00 0.00
#> HP1506401_G15 2 0.153 0.967 0.00 0.96 0.04
#> HP1506401_L3 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_F23 1 0.000 0.992 1.00 0.00 0.00
#> HP1506401_A7 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_B24 3 0.153 0.974 0.00 0.04 0.96
#> HP1506401_E24 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_E8 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_J15 2 0.153 0.967 0.00 0.96 0.04
#> HP1506401_C7 2 0.153 0.967 0.00 0.96 0.04
#> HP1506401_H1 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_H3 2 0.000 0.984 0.00 1.00 0.00
#> HP1506401_E14 2 0.153 0.967 0.00 0.96 0.04
#> HP1506401_P4 1 0.000 0.992 1.00 0.00 0.00
#> HP1506401_D1 3 0.153 0.974 0.00 0.04 0.96
#> HP1507101_G10 3 0.153 0.964 0.04 0.00 0.96
#> HP1507101_P1 3 0.153 0.964 0.04 0.00 0.96
#> HP1509101_I17 2 0.207 0.935 0.00 0.94 0.06
#> HP1509101_A24 1 0.000 0.992 1.00 0.00 0.00
#> HP1509101_F24 3 0.369 0.860 0.14 0.00 0.86
#> HP1509101_B17 2 0.153 0.954 0.00 0.96 0.04
#> HP1509101_I12 3 0.153 0.974 0.00 0.04 0.96
#> HP1509101_O14 3 0.153 0.974 0.00 0.04 0.96
#> HP1509101_P8 1 0.000 0.992 1.00 0.00 0.00
#> HP1509101_F22 3 0.153 0.974 0.00 0.04 0.96
#> HP1509101_F23 1 0.000 0.992 1.00 0.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> AZ_H10 4 0.1637 0.9560 0.00 0.06 0.00 0.94
#> HP1508501T2D_E1 2 0.1637 0.9449 0.00 0.94 0.00 0.06
#> HP1508501T2D_I1 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_G3 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_G1 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_N1 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_B18 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_A8 1 0.1637 0.9313 0.94 0.00 0.00 0.06
#> HP1508501T2D_M17 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_M3 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1508501T2D_P14 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_I24 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1508501T2D_F12 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_B17 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_I3 1 0.1637 0.9313 0.94 0.00 0.00 0.06
#> HP1508501T2D_J11 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_M15 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1508501T2D_K22 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_M22 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_F8 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_N2 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_G19 4 0.1637 0.9448 0.06 0.00 0.00 0.94
#> HP1508501T2D_I11 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_K7 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_I17 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_M18 2 0.0707 0.9734 0.00 0.98 0.00 0.02
#> HP1508501T2D_F21 4 0.1637 0.9448 0.06 0.00 0.00 0.94
#> HP1508501T2D_H16 4 0.1637 0.9560 0.00 0.06 0.00 0.94
#> HP1508501T2D_G17 4 0.2345 0.9239 0.00 0.10 0.00 0.90
#> HP1508501T2D_I10 4 0.1637 0.9560 0.00 0.06 0.00 0.94
#> HP1508501T2D_L2 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1508501T2D_D9 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1508501T2D_G18 4 0.1637 0.9448 0.06 0.00 0.00 0.94
#> HP1508501T2D_O8 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_A17 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1508501T2D_P2 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1508501T2D_B14 4 0.1637 0.9560 0.00 0.06 0.00 0.94
#> HP1508501T2D_J14 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_N10 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1508501T2D_K23 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_I19 2 0.1637 0.9449 0.00 0.94 0.00 0.06
#> HP1508501T2D_D18 4 0.1637 0.9448 0.06 0.00 0.00 0.94
#> HP1508501T2D_G13 3 0.0707 0.9743 0.02 0.00 0.98 0.00
#> HP1508501T2D_N21 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_G23 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1508501T2D_I12 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_E11 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_E9 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1508501T2D_K3 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1506401_K2 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_M1 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_G14 4 0.1637 0.9448 0.06 0.00 0.00 0.94
#> HP1506401_D3 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_B17 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1506401_H15 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_J2 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_B1 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_H4 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1506401_I15 4 0.1913 0.9549 0.02 0.04 0.00 0.94
#> HP1506401_D24 4 0.2011 0.9420 0.00 0.08 0.00 0.92
#> HP1506401_J24 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_I13 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_K17 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1506401_O24 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_H7 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1506401_M21 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1506401_N24 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_L20 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1506401_C17 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1506401_J23 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_D2 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1506401_D23 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_G18 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1506401_E17 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1506401_O21 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_L4 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1506401_E18 4 0.1637 0.9448 0.06 0.00 0.00 0.94
#> HP1506401_F10 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1506401_D17 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1506401_B14 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_I21 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1506401_O7 4 0.1637 0.9448 0.06 0.00 0.00 0.94
#> HP1506401_J20 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1506401_G15 4 0.1637 0.9560 0.00 0.06 0.00 0.94
#> HP1506401_L3 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_F23 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1506401_A7 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_B24 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1506401_E24 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_E8 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_J15 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_C7 4 0.1637 0.9560 0.00 0.06 0.00 0.94
#> HP1506401_H1 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_H3 2 0.0000 0.9913 0.00 1.00 0.00 0.00
#> HP1506401_E14 4 0.1637 0.9560 0.00 0.06 0.00 0.94
#> HP1506401_P4 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1506401_D1 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1507101_G10 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1507101_P1 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1509101_I17 2 0.1637 0.9449 0.00 0.94 0.00 0.06
#> HP1509101_A24 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1509101_F24 1 0.4994 0.0835 0.52 0.00 0.48 0.00
#> HP1509101_B17 2 0.1637 0.9449 0.00 0.94 0.00 0.06
#> HP1509101_I12 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1509101_O14 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1509101_P8 1 0.0000 0.9818 1.00 0.00 0.00 0.00
#> HP1509101_F22 3 0.0000 0.9987 0.00 0.00 1.00 0.00
#> HP1509101_F23 1 0.1637 0.9313 0.94 0.00 0.00 0.06
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 107 1.94e-05 0.000597 0.00196 2
#> ATC:skmeans 108 2.51e-12 0.000167 0.00658 3
#> ATC:skmeans 107 5.41e-16 0.000289 0.00614 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node022. Child nodes: Node01221-leaf , Node01222-leaf , Node02111 , Node02112 , Node02121 , Node02122 , Node02211 , Node02212-leaf , Node02213-leaf , Node02221 , Node02222 , Node02223-leaf , Node02231-leaf , Node02232-leaf , Node02233-leaf , Node02234-leaf , Node02311-leaf , Node02312 , Node02313-leaf , Node02321-leaf , Node02322-leaf , Node02323-leaf , Node02324-leaf , Node02331-leaf , Node02332-leaf , Node02411-leaf , Node02412-leaf , Node02421-leaf , Node02422 , Node02423-leaf , Node02431-leaf , Node02432-leaf , Node02433-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["0222"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11917 rows and 225 columns.
#> Top rows (1192) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 4.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.968 0.988 0.497 0.504 0.504
#> 3 3 1.000 0.972 0.985 0.201 0.889 0.782
#> 4 4 0.909 0.900 0.960 0.176 0.853 0.655
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 4
#> attr(,"optional")
#> [1] 2 3
There is also optional best \(k\) = 2 3 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1502401_L18 2 0.000 0.98629 0.00 1.00
#> HP1502401_C12 2 0.000 0.98629 0.00 1.00
#> HP1508501T2D_N22 2 0.000 0.98629 0.00 1.00
#> HP1508501T2D_J15 1 0.000 0.98806 1.00 0.00
#> HP1504901_O11 2 0.000 0.98629 0.00 1.00
#> HP1504901_P11 2 0.000 0.98629 0.00 1.00
#> HP1504901_F8 2 0.000 0.98629 0.00 1.00
#> HP1504901_N18 2 0.000 0.98629 0.00 1.00
#> HP1504901_I10 2 0.000 0.98629 0.00 1.00
#> HP1504901_P7 2 0.000 0.98629 0.00 1.00
#> HP1504901_E6 2 0.000 0.98629 0.00 1.00
#> HP1504901_L16 2 0.000 0.98629 0.00 1.00
#> HP1504901_O4 2 0.000 0.98629 0.00 1.00
#> HP1504901_B14 2 0.000 0.98629 0.00 1.00
#> HP1504901_K23 2 0.000 0.98629 0.00 1.00
#> HP1504901_G11 2 0.000 0.98629 0.00 1.00
#> HP1504901_H16 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_P14 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_P16 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_O14 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_H14 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_F24 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_P1 1 0.469 0.88409 0.90 0.10
#> HP1526901T2D_O5 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_H9 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_K16 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_C3 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_D1 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_I18 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_M11 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_I23 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_K14 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_J7 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_C4 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_J21 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_J5 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_D10 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_F15 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_C6 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_G3 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_E11 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_N4 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_B24 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_O1 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_O20 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_O9 2 0.925 0.48758 0.34 0.66
#> HP1525301T2D_G13 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_I1 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_L23 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_I1 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_J18 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_B24 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_C24 1 0.469 0.88434 0.90 0.10
#> HP1526901T2D_P13 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_G14 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_L1 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_I10 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_G20 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_N4 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_H24 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_P13 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_E23 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_D2 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_I3 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_F10 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_K21 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_H3 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_D4 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_N5 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_A17 2 0.999 0.07566 0.48 0.52
#> HP1525301T2D_E12 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_C13 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_K4 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_I19 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_D22 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_J15 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_J11 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_P21 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_J23 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_P5 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_F21 2 0.402 0.90422 0.08 0.92
#> HP1525301T2D_A19 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_J16 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_F7 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_E9 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_O7 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_A12 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_J3 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_B6 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_E5 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_K11 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_N7 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_L8 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_O23 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_A11 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_F5 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_A15 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_F16 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_L2 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_B10 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_E2 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_E24 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_K18 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_C17 1 0.855 0.61375 0.72 0.28
#> HP1525301T2D_D3 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_D22 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_F16 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_D7 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_N11 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_A24 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_E22 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_C14 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_C14 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_K6 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_L4 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_G9 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_L20 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_K17 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_F22 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_I22 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_K10 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_F8 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_A13 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_A1 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_O2 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_D3 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_D6 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_O3 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_N14 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_J9 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_P2 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_K12 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_H9 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_O17 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_B23 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_G17 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_C22 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_D2 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_L15 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_C23 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_I15 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_A6 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_E15 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_C23 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_H11 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_L6 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_F12 1 0.827 0.65039 0.74 0.26
#> HP1525301T2D_P19 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_C20 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_A14 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_C9 1 0.242 0.94948 0.96 0.04
#> HP1525301T2D_M2 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_L5 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_C7 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_J20 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_N16 1 0.680 0.78000 0.82 0.18
#> HP1525301T2D_C15 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_M5 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_D14 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_N20 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_P20 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_L16 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_G5 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_P4 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_I17 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_M6 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_N10 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_J17 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_F8 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_N1 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_B21 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_H16 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_E14 2 0.958 0.38850 0.38 0.62
#> HP1525301T2D_M15 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_C19 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_K8 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_H8 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_K2 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_M9 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_D21 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_K5 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_B14 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_J12 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_D4 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_F3 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_G10 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_H2 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_A21 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_H1 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_H18 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_O16 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_B5 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_O4 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_I24 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_O24 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_D12 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_M20 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_H17 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_C21 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_L13 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_K17 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_I17 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_D8 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_M18 2 0.327 0.92658 0.06 0.94
#> HP1525301T2D_M12 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_E16 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_N12 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_C11 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_I8 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_O22 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_K1 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_E17 1 1.000 -0.00366 0.50 0.50
#> HP1525301T2D_D15 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_H5 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_G21 2 0.000 0.98629 0.00 1.00
#> HP1526901T2D_O19 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_C22 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_B12 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_B3 2 0.000 0.98629 0.00 1.00
#> HP1525301T2D_N6 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_N11 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_H8 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_I16 1 0.000 0.98806 1.00 0.00
#> HP1525301T2D_P23 1 0.000 0.98806 1.00 0.00
#> HP1526901T2D_C8 2 0.000 0.98629 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1502401_L18 2 0.0000 0.988 0.00 1.00 0.00
#> HP1502401_C12 2 0.0000 0.988 0.00 1.00 0.00
#> HP1508501T2D_N22 2 0.0000 0.988 0.00 1.00 0.00
#> HP1508501T2D_J15 1 0.0000 0.986 1.00 0.00 0.00
#> HP1504901_O11 2 0.0000 0.988 0.00 1.00 0.00
#> HP1504901_P11 2 0.0000 0.988 0.00 1.00 0.00
#> HP1504901_F8 2 0.0000 0.988 0.00 1.00 0.00
#> HP1504901_N18 2 0.0000 0.988 0.00 1.00 0.00
#> HP1504901_I10 2 0.0000 0.988 0.00 1.00 0.00
#> HP1504901_P7 2 0.0000 0.988 0.00 1.00 0.00
#> HP1504901_E6 2 0.0000 0.988 0.00 1.00 0.00
#> HP1504901_L16 2 0.0000 0.988 0.00 1.00 0.00
#> HP1504901_O4 2 0.0000 0.988 0.00 1.00 0.00
#> HP1504901_B14 2 0.0000 0.988 0.00 1.00 0.00
#> HP1504901_K23 2 0.0000 0.988 0.00 1.00 0.00
#> HP1504901_G11 2 0.0000 0.988 0.00 1.00 0.00
#> HP1504901_H16 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_P14 2 0.0892 0.971 0.00 0.98 0.02
#> HP1525301T2D_P16 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_O14 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_H14 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_F24 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_P1 1 0.2414 0.939 0.94 0.04 0.02
#> HP1526901T2D_O5 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_H9 2 0.0892 0.970 0.00 0.98 0.02
#> HP1525301T2D_K16 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_C3 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_D1 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_I18 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_M11 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_I23 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_K14 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_J7 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_C4 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_J21 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_J5 3 0.5560 0.582 0.00 0.30 0.70
#> HP1525301T2D_D10 2 0.0000 0.988 0.00 1.00 0.00
#> HP1526901T2D_F15 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_C6 2 0.0892 0.971 0.00 0.98 0.02
#> HP1525301T2D_G3 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_E11 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_N4 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_B24 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_O1 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_O20 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_O9 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_G13 1 0.0892 0.979 0.98 0.00 0.02
#> HP1526901T2D_I1 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_L23 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_I1 1 0.0892 0.979 0.98 0.00 0.02
#> HP1526901T2D_J18 1 0.0892 0.979 0.98 0.00 0.02
#> HP1526901T2D_B24 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_C24 1 0.1781 0.962 0.96 0.02 0.02
#> HP1526901T2D_P13 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_G14 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_L1 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_I10 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_G20 2 0.0000 0.988 0.00 1.00 0.00
#> HP1526901T2D_N4 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_H24 2 0.0892 0.971 0.00 0.98 0.02
#> HP1525301T2D_P13 1 0.0892 0.979 0.98 0.00 0.02
#> HP1526901T2D_E23 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_D2 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_I3 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_F10 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_K21 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_H3 1 0.0000 0.986 1.00 0.00 0.00
#> HP1526901T2D_D4 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_N5 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_A17 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_E12 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_C13 2 0.0000 0.988 0.00 1.00 0.00
#> HP1526901T2D_K4 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_I19 1 0.0000 0.986 1.00 0.00 0.00
#> HP1526901T2D_D22 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_J15 2 0.0000 0.988 0.00 1.00 0.00
#> HP1526901T2D_J11 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_P21 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_J23 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_P5 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_F21 2 0.3832 0.835 0.10 0.88 0.02
#> HP1525301T2D_A19 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_J16 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_F7 3 0.0892 0.979 0.02 0.00 0.98
#> HP1526901T2D_E9 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_O7 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_A12 2 0.0000 0.988 0.00 1.00 0.00
#> HP1526901T2D_J3 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_B6 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_E5 3 0.0892 0.960 0.00 0.02 0.98
#> HP1525301T2D_K11 1 0.0000 0.986 1.00 0.00 0.00
#> HP1526901T2D_N7 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_L8 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_O23 1 0.0000 0.986 1.00 0.00 0.00
#> HP1526901T2D_A11 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_F5 1 0.4555 0.744 0.80 0.00 0.20
#> HP1525301T2D_A15 1 0.0892 0.979 0.98 0.00 0.02
#> HP1526901T2D_F16 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_L2 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_B10 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_E2 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_E24 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_K18 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_C17 1 0.4551 0.803 0.84 0.14 0.02
#> HP1525301T2D_D3 2 0.0892 0.970 0.00 0.98 0.02
#> HP1525301T2D_D22 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_F16 2 0.0000 0.988 0.00 1.00 0.00
#> HP1526901T2D_D7 1 0.1529 0.952 0.96 0.00 0.04
#> HP1525301T2D_N11 1 0.0000 0.986 1.00 0.00 0.00
#> HP1526901T2D_A24 1 0.0000 0.986 1.00 0.00 0.00
#> HP1526901T2D_E22 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_C14 2 0.0000 0.988 0.00 1.00 0.00
#> HP1526901T2D_C14 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_K6 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_L4 2 0.0892 0.971 0.00 0.98 0.02
#> HP1525301T2D_G9 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_L20 2 0.0892 0.971 0.00 0.98 0.02
#> HP1526901T2D_K17 1 0.0000 0.986 1.00 0.00 0.00
#> HP1526901T2D_F22 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_I22 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_K10 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_F8 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_A13 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_A1 2 0.0000 0.988 0.00 1.00 0.00
#> HP1526901T2D_O2 3 0.0892 0.979 0.02 0.00 0.98
#> HP1526901T2D_D3 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_D6 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_O3 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_N14 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_J9 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_P2 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_K12 1 0.0000 0.986 1.00 0.00 0.00
#> HP1526901T2D_H9 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_O17 2 0.0000 0.988 0.00 1.00 0.00
#> HP1526901T2D_B23 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_G17 2 0.0000 0.988 0.00 1.00 0.00
#> HP1526901T2D_C22 1 0.0000 0.986 1.00 0.00 0.00
#> HP1526901T2D_D2 1 0.0000 0.986 1.00 0.00 0.00
#> HP1526901T2D_L15 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_C23 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_I15 2 0.0000 0.988 0.00 1.00 0.00
#> HP1526901T2D_A6 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_E15 1 0.0000 0.986 1.00 0.00 0.00
#> HP1526901T2D_C23 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_H11 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_L6 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_F12 1 0.1781 0.962 0.96 0.02 0.02
#> HP1525301T2D_P19 2 0.0892 0.971 0.00 0.98 0.02
#> HP1526901T2D_C20 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_A14 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_C9 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_M2 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_L5 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_C7 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_J20 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_N16 1 0.1781 0.962 0.96 0.02 0.02
#> HP1525301T2D_C15 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_M5 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_D14 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_N20 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_P20 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_L16 2 0.0892 0.971 0.00 0.98 0.02
#> HP1525301T2D_G5 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_P4 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_I17 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_M6 2 0.0892 0.971 0.00 0.98 0.02
#> HP1525301T2D_N10 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_J17 3 0.0892 0.979 0.02 0.00 0.98
#> HP1526901T2D_F8 3 0.0892 0.960 0.00 0.02 0.98
#> HP1525301T2D_N1 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_B21 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_H16 1 0.0892 0.979 0.98 0.00 0.02
#> HP1526901T2D_E14 2 0.9456 0.110 0.32 0.48 0.20
#> HP1525301T2D_M15 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_C19 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_K8 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_H8 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_K2 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_M9 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_D21 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_K5 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_B14 2 0.0000 0.988 0.00 1.00 0.00
#> HP1526901T2D_J12 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_D4 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_F3 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_G10 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_H2 1 0.0000 0.986 1.00 0.00 0.00
#> HP1526901T2D_A21 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_H1 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_H18 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_O16 3 0.0892 0.979 0.02 0.00 0.98
#> HP1526901T2D_B5 1 0.0000 0.986 1.00 0.00 0.00
#> HP1526901T2D_O4 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_I24 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_O24 2 0.0000 0.988 0.00 1.00 0.00
#> HP1526901T2D_D12 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_M20 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_H17 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_C21 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_L13 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_K17 1 0.0000 0.986 1.00 0.00 0.00
#> HP1526901T2D_I17 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_D8 2 0.0000 0.988 0.00 1.00 0.00
#> HP1526901T2D_M18 3 0.0892 0.979 0.02 0.00 0.98
#> HP1525301T2D_M12 1 0.0892 0.979 0.98 0.00 0.02
#> HP1526901T2D_E16 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_N12 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_C11 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_I8 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_O22 2 0.0892 0.971 0.00 0.98 0.02
#> HP1525301T2D_K1 2 0.0000 0.988 0.00 1.00 0.00
#> HP1525301T2D_E17 1 0.5643 0.675 0.76 0.22 0.02
#> HP1525301T2D_D15 2 0.0000 0.988 0.00 1.00 0.00
#> HP1526901T2D_H5 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_G21 2 0.0000 0.988 0.00 1.00 0.00
#> HP1526901T2D_O19 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_C22 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_B12 2 0.3340 0.857 0.00 0.88 0.12
#> HP1525301T2D_B3 2 0.0892 0.971 0.00 0.98 0.02
#> HP1525301T2D_N6 1 0.0000 0.986 1.00 0.00 0.00
#> HP1526901T2D_N11 1 0.0000 0.986 1.00 0.00 0.00
#> HP1526901T2D_H8 1 0.0000 0.986 1.00 0.00 0.00
#> HP1525301T2D_I16 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_P23 1 0.0892 0.979 0.98 0.00 0.02
#> HP1526901T2D_C8 3 0.4002 0.811 0.00 0.16 0.84
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1502401_L18 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1502401_C12 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1508501T2D_N22 2 0.3975 0.688 0.00 0.76 0.00 0.24
#> HP1508501T2D_J15 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1504901_O11 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1504901_P11 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1504901_F8 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1504901_N18 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1504901_I10 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1504901_P7 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1504901_E6 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1504901_L16 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1504901_O4 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1504901_B14 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1504901_K23 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1504901_G11 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1504901_H16 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_P14 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_P16 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1525301T2D_O14 4 0.2345 0.808 0.10 0.00 0.00 0.90
#> HP1525301T2D_H14 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_F24 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1525301T2D_P1 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1526901T2D_O5 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_H9 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_K16 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_C3 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_D1 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1525301T2D_I18 2 0.4713 0.453 0.00 0.64 0.00 0.36
#> HP1525301T2D_M11 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_I23 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_K14 1 0.2647 0.847 0.88 0.00 0.00 0.12
#> HP1525301T2D_J7 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_C4 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_J21 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_J5 2 0.4790 0.401 0.00 0.62 0.38 0.00
#> HP1525301T2D_D10 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1526901T2D_F15 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_C6 4 0.2647 0.774 0.00 0.12 0.00 0.88
#> HP1525301T2D_G3 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_E11 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1525301T2D_N4 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_B24 1 0.4406 0.550 0.70 0.00 0.00 0.30
#> HP1525301T2D_O1 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_O20 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_O9 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1525301T2D_G13 4 0.3801 0.683 0.22 0.00 0.00 0.78
#> HP1526901T2D_I1 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_L23 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_I1 1 0.1637 0.915 0.94 0.00 0.00 0.06
#> HP1526901T2D_J18 1 0.0707 0.952 0.98 0.00 0.00 0.02
#> HP1526901T2D_B24 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_C24 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1526901T2D_P13 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1525301T2D_G14 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_L1 4 0.1211 0.856 0.04 0.00 0.00 0.96
#> HP1525301T2D_I10 4 0.2921 0.768 0.14 0.00 0.00 0.86
#> HP1525301T2D_G20 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1526901T2D_N4 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_H24 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_P13 1 0.4948 0.167 0.56 0.00 0.00 0.44
#> HP1526901T2D_E23 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_D2 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_I3 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_F10 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_K21 4 0.4790 0.427 0.38 0.00 0.00 0.62
#> HP1525301T2D_H3 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1526901T2D_D4 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_N5 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_A17 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1525301T2D_E12 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1525301T2D_C13 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1526901T2D_K4 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_I19 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1526901T2D_D22 1 0.1211 0.935 0.96 0.00 0.00 0.04
#> HP1525301T2D_J15 2 0.0707 0.952 0.00 0.98 0.00 0.02
#> HP1526901T2D_J11 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_P21 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_J23 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_P5 2 0.4134 0.655 0.00 0.74 0.00 0.26
#> HP1525301T2D_F21 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_A19 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_J16 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_F7 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1526901T2D_E9 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_O7 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_A12 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1526901T2D_J3 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_B6 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1525301T2D_E5 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1525301T2D_K11 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1526901T2D_N7 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_L8 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1525301T2D_O23 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1526901T2D_A11 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_F5 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_A15 4 0.4994 0.122 0.48 0.00 0.00 0.52
#> HP1526901T2D_F16 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_L2 2 0.2345 0.877 0.00 0.90 0.00 0.10
#> HP1525301T2D_B10 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_E2 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_E24 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1525301T2D_K18 1 0.4790 0.357 0.62 0.00 0.00 0.38
#> HP1525301T2D_C17 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_D3 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_D22 4 0.4948 0.261 0.44 0.00 0.00 0.56
#> HP1525301T2D_F16 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1526901T2D_D7 1 0.0707 0.951 0.98 0.00 0.02 0.00
#> HP1525301T2D_N11 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1526901T2D_A24 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1526901T2D_E22 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_C14 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1526901T2D_C14 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_K6 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_L4 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_G9 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_L20 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1526901T2D_K17 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1526901T2D_F22 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_I22 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_K10 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1525301T2D_F8 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_A13 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_A1 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1526901T2D_O2 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1526901T2D_D3 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_D6 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_O3 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_N14 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_J9 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_P2 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_K12 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1526901T2D_H9 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_O17 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1526901T2D_B23 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_G17 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1526901T2D_C22 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1526901T2D_D2 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1526901T2D_L15 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_C23 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_I15 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1526901T2D_A6 3 0.3400 0.734 0.18 0.00 0.82 0.00
#> HP1525301T2D_E15 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1526901T2D_C23 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_H11 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_L6 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_F12 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_P19 4 0.3801 0.643 0.00 0.22 0.00 0.78
#> HP1526901T2D_C20 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_A14 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_C9 4 0.4406 0.586 0.30 0.00 0.00 0.70
#> HP1525301T2D_M2 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1525301T2D_L5 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_C7 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1525301T2D_J20 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_N16 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_C15 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_M5 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_D14 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_N20 3 0.4790 0.429 0.38 0.00 0.62 0.00
#> HP1525301T2D_P20 2 0.3801 0.720 0.00 0.78 0.00 0.22
#> HP1525301T2D_L16 4 0.0707 0.866 0.00 0.02 0.00 0.98
#> HP1525301T2D_G5 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_P4 1 0.4713 0.412 0.64 0.00 0.00 0.36
#> HP1525301T2D_I17 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_M6 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_N10 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_J17 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1526901T2D_F8 3 0.3400 0.721 0.00 0.18 0.82 0.00
#> HP1525301T2D_N1 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_B21 1 0.3172 0.795 0.84 0.00 0.00 0.16
#> HP1525301T2D_H16 1 0.2011 0.894 0.92 0.00 0.00 0.08
#> HP1526901T2D_E14 4 0.3522 0.809 0.04 0.06 0.02 0.88
#> HP1525301T2D_M15 4 0.4713 0.477 0.36 0.00 0.00 0.64
#> HP1525301T2D_C19 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_K8 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_H8 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_K2 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_M9 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_D21 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1525301T2D_K5 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_B14 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1526901T2D_J12 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_D4 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_F3 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_G10 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_H2 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1526901T2D_A21 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_H1 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_H18 1 0.1211 0.935 0.96 0.00 0.00 0.04
#> HP1525301T2D_O16 3 0.4790 0.425 0.38 0.00 0.62 0.00
#> HP1526901T2D_B5 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1526901T2D_O4 1 0.4134 0.633 0.74 0.00 0.00 0.26
#> HP1525301T2D_I24 2 0.3975 0.689 0.00 0.76 0.00 0.24
#> HP1525301T2D_O24 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1526901T2D_D12 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_M20 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_H17 1 0.1637 0.916 0.94 0.00 0.00 0.06
#> HP1525301T2D_C21 2 0.1211 0.934 0.00 0.96 0.00 0.04
#> HP1525301T2D_L13 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_K17 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1526901T2D_I17 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_D8 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1526901T2D_M18 3 0.0000 0.934 0.00 0.00 1.00 0.00
#> HP1525301T2D_M12 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1526901T2D_E16 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_N12 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_C11 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_I8 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_O22 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_K1 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1525301T2D_E17 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_D15 2 0.0000 0.969 0.00 1.00 0.00 0.00
#> HP1526901T2D_H5 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_G21 4 0.2647 0.770 0.00 0.12 0.00 0.88
#> HP1526901T2D_O19 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_C22 4 0.1637 0.842 0.06 0.00 0.00 0.94
#> HP1525301T2D_B12 2 0.1637 0.915 0.00 0.94 0.06 0.00
#> HP1525301T2D_B3 4 0.2921 0.746 0.00 0.14 0.00 0.86
#> HP1525301T2D_N6 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1526901T2D_N11 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1526901T2D_H8 1 0.0000 0.969 1.00 0.00 0.00 0.00
#> HP1525301T2D_I16 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1525301T2D_P23 4 0.0000 0.880 0.00 0.00 0.00 1.00
#> HP1526901T2D_C8 2 0.4713 0.449 0.00 0.64 0.36 0.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 221 1.21e-03 1.99e-05 5.84e-06 2
#> ATC:skmeans 224 1.15e-28 5.07e-06 2.46e-05 3
#> ATC:skmeans 213 4.78e-32 2.15e-06 3.50e-06 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node0222. Child nodes: Node021111-leaf , Node021112-leaf , Node021121-leaf , Node021122-leaf , Node021123-leaf , Node021211-leaf , Node021212-leaf , Node021213-leaf , Node021221-leaf , Node021222-leaf , Node021223-leaf , Node022111-leaf , Node022112-leaf , Node022113-leaf , Node022114-leaf , Node022211-leaf , Node022212-leaf , Node022213-leaf , Node022221-leaf , Node022222-leaf , Node022223-leaf , Node022224-leaf , Node023121-leaf , Node023122-leaf , Node023123-leaf , Node024221-leaf , Node024222-leaf , Node024223-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["02221"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11740 rows and 109 columns.
#> Top rows (1174) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 4.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.985 0.993 0.475 0.526 0.526
#> 3 3 1.000 0.976 0.990 0.416 0.744 0.539
#> 4 4 0.901 0.864 0.943 0.100 0.892 0.691
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 4
#> attr(,"optional")
#> [1] 2 3
There is also optional best \(k\) = 2 3 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1508501T2D_J15 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_O14 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_P1 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_O5 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_K16 1 0.943 0.437 0.64 0.36
#> HP1525301T2D_M11 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_I23 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_K14 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_J7 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_J21 1 0.402 0.910 0.92 0.08
#> HP1526901T2D_F15 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_G3 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_B24 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_O20 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_G13 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_I1 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_L23 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_I1 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_J18 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_B24 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_C24 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_L1 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_I10 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_P13 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_E23 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_I3 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_K21 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_H3 2 0.000 0.994 0.00 1.00
#> HP1526901T2D_D4 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_K4 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_I19 1 0.141 0.974 0.98 0.02
#> HP1526901T2D_D22 1 0.242 0.954 0.96 0.04
#> HP1526901T2D_J11 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_P21 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_A19 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_E9 2 0.000 0.994 0.00 1.00
#> HP1526901T2D_J3 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_K11 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_O23 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_A11 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_F5 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_A15 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_F16 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_B10 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_K18 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_C17 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_D22 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_D7 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_N11 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_A24 2 0.000 0.994 0.00 1.00
#> HP1526901T2D_E22 2 0.000 0.994 0.00 1.00
#> HP1526901T2D_C14 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_G9 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_K17 2 0.000 0.994 0.00 1.00
#> HP1526901T2D_F22 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_I22 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_D3 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_N14 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_J9 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_P2 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_K12 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_H9 2 0.000 0.994 0.00 1.00
#> HP1526901T2D_B23 2 0.000 0.994 0.00 1.00
#> HP1526901T2D_C22 2 0.000 0.994 0.00 1.00
#> HP1526901T2D_D2 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_E15 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_C23 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_H11 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_L6 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_F12 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_A14 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_C9 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_J20 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_N16 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_M5 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_D14 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_P4 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_N10 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_N1 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_B21 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_H16 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_M15 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_K2 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_M9 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_J12 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_G10 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_H2 2 0.000 0.994 0.00 1.00
#> HP1526901T2D_A21 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_H1 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_H18 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_B5 2 0.000 0.994 0.00 1.00
#> HP1526901T2D_O4 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_D12 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_M20 2 0.469 0.889 0.10 0.90
#> HP1525301T2D_H17 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_K17 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_I17 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_M12 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_E16 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_N12 2 0.529 0.864 0.12 0.88
#> HP1525301T2D_E17 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_H5 2 0.000 0.994 0.00 1.00
#> HP1526901T2D_O19 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_C22 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_N6 2 0.000 0.994 0.00 1.00
#> HP1526901T2D_N11 2 0.000 0.994 0.00 1.00
#> HP1526901T2D_H8 2 0.000 0.994 0.00 1.00
#> HP1525301T2D_I16 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_P23 1 0.000 0.992 1.00 0.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1508501T2D_J15 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_O14 3 0.1529 0.948 0.04 0.00 0.96
#> HP1525301T2D_P1 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_O5 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_K16 1 0.0000 0.998 1.00 0.00 0.00
#> HP1525301T2D_M11 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_I23 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_K14 1 0.0000 0.998 1.00 0.00 0.00
#> HP1525301T2D_J7 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_J21 3 0.0000 0.984 0.00 0.00 1.00
#> HP1526901T2D_F15 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_G3 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_B24 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_O20 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_G13 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_I1 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_L23 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_I1 3 0.0000 0.984 0.00 0.00 1.00
#> HP1526901T2D_J18 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_B24 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_C24 1 0.0000 0.998 1.00 0.00 0.00
#> HP1525301T2D_L1 1 0.0000 0.998 1.00 0.00 0.00
#> HP1525301T2D_I10 1 0.0892 0.979 0.98 0.00 0.02
#> HP1525301T2D_P13 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_E23 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_I3 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_K21 1 0.0000 0.998 1.00 0.00 0.00
#> HP1525301T2D_H3 2 0.0000 0.986 0.00 1.00 0.00
#> HP1526901T2D_D4 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_K4 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_I19 3 0.0000 0.984 0.00 0.00 1.00
#> HP1526901T2D_D22 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_J11 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_P21 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_A19 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_E9 2 0.0000 0.986 0.00 1.00 0.00
#> HP1526901T2D_J3 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_K11 2 0.3686 0.828 0.00 0.86 0.14
#> HP1525301T2D_O23 3 0.0000 0.984 0.00 0.00 1.00
#> HP1526901T2D_A11 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_F5 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_A15 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_F16 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_B10 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_K18 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_C17 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_D22 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_D7 1 0.0892 0.980 0.98 0.00 0.02
#> HP1525301T2D_N11 3 0.0000 0.984 0.00 0.00 1.00
#> HP1526901T2D_A24 2 0.0000 0.986 0.00 1.00 0.00
#> HP1526901T2D_E22 2 0.0000 0.986 0.00 1.00 0.00
#> HP1526901T2D_C14 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_G9 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_K17 2 0.0000 0.986 0.00 1.00 0.00
#> HP1526901T2D_F22 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_I22 3 0.0000 0.984 0.00 0.00 1.00
#> HP1526901T2D_D3 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_N14 1 0.0000 0.998 1.00 0.00 0.00
#> HP1525301T2D_J9 1 0.0000 0.998 1.00 0.00 0.00
#> HP1525301T2D_P2 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_K12 3 0.0000 0.984 0.00 0.00 1.00
#> HP1526901T2D_H9 2 0.0000 0.986 0.00 1.00 0.00
#> HP1526901T2D_B23 2 0.0000 0.986 0.00 1.00 0.00
#> HP1526901T2D_C22 2 0.0000 0.986 0.00 1.00 0.00
#> HP1526901T2D_D2 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_E15 3 0.0000 0.984 0.00 0.00 1.00
#> HP1526901T2D_C23 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_H11 3 0.2537 0.906 0.00 0.08 0.92
#> HP1525301T2D_L6 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_F12 1 0.0000 0.998 1.00 0.00 0.00
#> HP1525301T2D_A14 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_C9 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_J20 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_N16 1 0.0000 0.998 1.00 0.00 0.00
#> HP1525301T2D_M5 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_D14 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_P4 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_N10 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_N1 3 0.3686 0.834 0.14 0.00 0.86
#> HP1525301T2D_B21 1 0.0000 0.998 1.00 0.00 0.00
#> HP1525301T2D_H16 1 0.0000 0.998 1.00 0.00 0.00
#> HP1525301T2D_M15 1 0.0000 0.998 1.00 0.00 0.00
#> HP1525301T2D_K2 1 0.0000 0.998 1.00 0.00 0.00
#> HP1525301T2D_M9 3 0.0000 0.984 0.00 0.00 1.00
#> HP1526901T2D_J12 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_G10 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_H2 1 0.0892 0.979 0.98 0.02 0.00
#> HP1526901T2D_A21 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_H1 1 0.0000 0.998 1.00 0.00 0.00
#> HP1525301T2D_H18 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_B5 2 0.0000 0.986 0.00 1.00 0.00
#> HP1526901T2D_O4 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_D12 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_M20 3 0.0000 0.984 0.00 0.00 1.00
#> HP1525301T2D_H17 1 0.0000 0.998 1.00 0.00 0.00
#> HP1525301T2D_K17 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_I17 2 0.5835 0.485 0.34 0.66 0.00
#> HP1525301T2D_M12 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_E16 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_N12 3 0.5706 0.533 0.00 0.32 0.68
#> HP1525301T2D_E17 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_H5 2 0.0000 0.986 0.00 1.00 0.00
#> HP1526901T2D_O19 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_C22 1 0.0000 0.998 1.00 0.00 0.00
#> HP1525301T2D_N6 2 0.0000 0.986 0.00 1.00 0.00
#> HP1526901T2D_N11 2 0.0000 0.986 0.00 1.00 0.00
#> HP1526901T2D_H8 2 0.0000 0.986 0.00 1.00 0.00
#> HP1525301T2D_I16 1 0.0000 0.998 1.00 0.00 0.00
#> HP1525301T2D_P23 1 0.0000 0.998 1.00 0.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1508501T2D_J15 3 0.0707 0.8995 0.00 0.00 0.98 0.02
#> HP1525301T2D_O14 3 0.1211 0.8838 0.04 0.00 0.96 0.00
#> HP1525301T2D_P1 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1526901T2D_O5 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1525301T2D_K16 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1525301T2D_M11 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1525301T2D_I23 3 0.0000 0.9050 0.00 0.00 1.00 0.00
#> HP1525301T2D_K14 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1525301T2D_J7 3 0.0707 0.8995 0.00 0.00 0.98 0.02
#> HP1525301T2D_J21 3 0.0707 0.8995 0.00 0.00 0.98 0.02
#> HP1526901T2D_F15 4 0.0707 0.8965 0.00 0.02 0.00 0.98
#> HP1525301T2D_G3 3 0.0000 0.9050 0.00 0.00 1.00 0.00
#> HP1525301T2D_B24 3 0.0000 0.9050 0.00 0.00 1.00 0.00
#> HP1525301T2D_O20 3 0.0000 0.9050 0.00 0.00 1.00 0.00
#> HP1525301T2D_G13 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1526901T2D_I1 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1525301T2D_L23 3 0.0000 0.9050 0.00 0.00 1.00 0.00
#> HP1525301T2D_I1 3 0.0000 0.9050 0.00 0.00 1.00 0.00
#> HP1526901T2D_J18 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1526901T2D_B24 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1525301T2D_C24 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1525301T2D_L1 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1525301T2D_I10 3 0.4907 0.2651 0.42 0.00 0.58 0.00
#> HP1525301T2D_P13 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1526901T2D_E23 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1525301T2D_I3 3 0.0000 0.9050 0.00 0.00 1.00 0.00
#> HP1525301T2D_K21 1 0.0707 0.9519 0.98 0.00 0.02 0.00
#> HP1525301T2D_H3 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1526901T2D_D4 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1526901T2D_K4 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1525301T2D_I19 3 0.0707 0.8995 0.00 0.00 0.98 0.02
#> HP1526901T2D_D22 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1526901T2D_J11 4 0.1637 0.8693 0.00 0.06 0.00 0.94
#> HP1525301T2D_P21 3 0.0000 0.9050 0.00 0.00 1.00 0.00
#> HP1525301T2D_A19 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1526901T2D_E9 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1526901T2D_J3 4 0.0707 0.8965 0.00 0.02 0.00 0.98
#> HP1525301T2D_K11 2 0.7427 0.2130 0.00 0.50 0.20 0.30
#> HP1525301T2D_O23 4 0.3975 0.6875 0.00 0.00 0.24 0.76
#> HP1526901T2D_A11 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1525301T2D_F5 3 0.4994 -0.0102 0.00 0.00 0.52 0.48
#> HP1525301T2D_A15 1 0.3975 0.6675 0.76 0.00 0.24 0.00
#> HP1526901T2D_F16 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1525301T2D_B10 3 0.0000 0.9050 0.00 0.00 1.00 0.00
#> HP1525301T2D_K18 3 0.1211 0.8838 0.04 0.00 0.96 0.00
#> HP1525301T2D_C17 3 0.1211 0.8838 0.04 0.00 0.96 0.00
#> HP1525301T2D_D22 1 0.4948 0.1987 0.56 0.00 0.44 0.00
#> HP1526901T2D_D7 4 0.5915 0.3132 0.40 0.00 0.04 0.56
#> HP1525301T2D_N11 3 0.2921 0.7790 0.00 0.00 0.86 0.14
#> HP1526901T2D_A24 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1526901T2D_E22 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1526901T2D_C14 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1525301T2D_G9 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1526901T2D_K17 2 0.2647 0.8415 0.00 0.88 0.00 0.12
#> HP1526901T2D_F22 4 0.0707 0.8965 0.00 0.02 0.00 0.98
#> HP1525301T2D_I22 3 0.0707 0.8995 0.00 0.00 0.98 0.02
#> HP1526901T2D_D3 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1525301T2D_N14 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1525301T2D_J9 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1525301T2D_P2 3 0.5000 -0.0728 0.00 0.00 0.50 0.50
#> HP1525301T2D_K12 3 0.0000 0.9050 0.00 0.00 1.00 0.00
#> HP1526901T2D_H9 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1526901T2D_B23 4 0.0707 0.8965 0.00 0.02 0.00 0.98
#> HP1526901T2D_C22 2 0.3400 0.7643 0.00 0.82 0.00 0.18
#> HP1526901T2D_D2 4 0.0707 0.8965 0.00 0.02 0.00 0.98
#> HP1525301T2D_E15 3 0.1211 0.8902 0.00 0.00 0.96 0.04
#> HP1526901T2D_C23 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1525301T2D_H11 3 0.5077 0.6976 0.00 0.08 0.76 0.16
#> HP1525301T2D_L6 3 0.0000 0.9050 0.00 0.00 1.00 0.00
#> HP1525301T2D_F12 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1525301T2D_A14 3 0.0000 0.9050 0.00 0.00 1.00 0.00
#> HP1525301T2D_C9 3 0.1211 0.8838 0.04 0.00 0.96 0.00
#> HP1525301T2D_J20 4 0.2921 0.8161 0.00 0.00 0.14 0.86
#> HP1525301T2D_N16 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1525301T2D_M5 4 0.1211 0.8858 0.00 0.00 0.04 0.96
#> HP1525301T2D_D14 3 0.0000 0.9050 0.00 0.00 1.00 0.00
#> HP1525301T2D_P4 3 0.1211 0.8838 0.04 0.00 0.96 0.00
#> HP1525301T2D_N10 4 0.0707 0.8907 0.00 0.00 0.02 0.98
#> HP1525301T2D_N1 3 0.1411 0.8902 0.02 0.00 0.96 0.02
#> HP1525301T2D_B21 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1525301T2D_H16 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1525301T2D_M15 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1525301T2D_K2 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1525301T2D_M9 4 0.3400 0.7714 0.00 0.00 0.18 0.82
#> HP1526901T2D_J12 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1525301T2D_G10 3 0.0000 0.9050 0.00 0.00 1.00 0.00
#> HP1525301T2D_H2 2 0.4855 0.3420 0.40 0.60 0.00 0.00
#> HP1526901T2D_A21 4 0.0707 0.8965 0.00 0.02 0.00 0.98
#> HP1525301T2D_H1 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1525301T2D_H18 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1526901T2D_B5 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1526901T2D_O4 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1526901T2D_D12 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1525301T2D_M20 4 0.1637 0.8758 0.00 0.00 0.06 0.94
#> HP1525301T2D_H17 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1525301T2D_K17 1 0.1411 0.9343 0.96 0.00 0.02 0.02
#> HP1526901T2D_I17 4 0.4491 0.7694 0.14 0.06 0.00 0.80
#> HP1525301T2D_M12 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1526901T2D_E16 2 0.0707 0.9312 0.00 0.98 0.00 0.02
#> HP1525301T2D_N12 3 0.5993 0.3816 0.02 0.36 0.60 0.02
#> HP1525301T2D_E17 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1526901T2D_H5 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1526901T2D_O19 2 0.3172 0.7952 0.00 0.84 0.00 0.16
#> HP1525301T2D_C22 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1525301T2D_N6 2 0.1211 0.9183 0.00 0.96 0.00 0.04
#> HP1526901T2D_N11 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1526901T2D_H8 2 0.0000 0.9452 0.00 1.00 0.00 0.00
#> HP1525301T2D_I16 1 0.0000 0.9715 1.00 0.00 0.00 0.00
#> HP1525301T2D_P23 1 0.0707 0.9522 0.98 0.00 0.02 0.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 108 0.2680 NA 3.08e-11 2
#> ATC:skmeans 108 0.5411 NA 1.08e-14 3
#> ATC:skmeans 101 0.0112 NA 1.62e-10 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node0222. Child nodes: Node021111-leaf , Node021112-leaf , Node021121-leaf , Node021122-leaf , Node021123-leaf , Node021211-leaf , Node021212-leaf , Node021213-leaf , Node021221-leaf , Node021222-leaf , Node021223-leaf , Node022111-leaf , Node022112-leaf , Node022113-leaf , Node022114-leaf , Node022211-leaf , Node022212-leaf , Node022213-leaf , Node022221-leaf , Node022222-leaf , Node022223-leaf , Node022224-leaf , Node023121-leaf , Node023122-leaf , Node023123-leaf , Node024221-leaf , Node024222-leaf , Node024223-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["02222"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11596 rows and 90 columns.
#> Top rows (1160) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 4.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1 0.987 0.995 0.360 0.638 0.638
#> 3 3 1 0.990 0.995 0.670 0.728 0.586
#> 4 4 1 0.992 0.996 0.216 0.835 0.605
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 4
#> attr(,"optional")
#> [1] 2 3
There is also optional best \(k\) = 2 3 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1502401_L18 2 0.000 0.984 0.00 1.00
#> HP1502401_C12 2 0.000 0.984 0.00 1.00
#> HP1508501T2D_N22 2 0.000 0.984 0.00 1.00
#> HP1504901_O11 2 0.000 0.984 0.00 1.00
#> HP1504901_P11 2 0.000 0.984 0.00 1.00
#> HP1504901_F8 2 0.000 0.984 0.00 1.00
#> HP1504901_N18 2 0.000 0.984 0.00 1.00
#> HP1504901_I10 2 0.000 0.984 0.00 1.00
#> HP1504901_P7 2 0.000 0.984 0.00 1.00
#> HP1504901_E6 2 0.000 0.984 0.00 1.00
#> HP1504901_L16 2 0.000 0.984 0.00 1.00
#> HP1504901_O4 2 0.000 0.984 0.00 1.00
#> HP1504901_B14 2 0.000 0.984 0.00 1.00
#> HP1504901_K23 2 0.000 0.984 0.00 1.00
#> HP1504901_G11 2 0.000 0.984 0.00 1.00
#> HP1504901_H16 2 0.000 0.984 0.00 1.00
#> HP1525301T2D_P14 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_H14 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_H9 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_C3 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_I18 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_C4 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_D10 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_C6 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_N4 2 0.000 0.984 0.00 1.00
#> HP1525301T2D_O1 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_G14 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_G20 1 0.000 0.998 1.00 0.00
#> HP1526901T2D_N4 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_H24 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_D2 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_F10 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_N5 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_C13 2 0.000 0.984 0.00 1.00
#> HP1525301T2D_J15 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_J23 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_P5 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_F21 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_J16 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_O7 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_A12 1 0.000 0.998 1.00 0.00
#> HP1526901T2D_N7 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_L2 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_E2 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_D3 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_F16 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_C14 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_K6 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_L4 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_L20 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_F8 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_A13 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_A1 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_D6 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_O3 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_O17 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_G17 1 0.000 0.998 1.00 0.00
#> HP1526901T2D_L15 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_C23 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_I15 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_P19 1 0.000 0.998 1.00 0.00
#> HP1526901T2D_C20 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_L5 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_C15 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_P20 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_L16 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_G5 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_I17 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_M6 1 0.000 0.998 1.00 0.00
#> HP1526901T2D_E14 2 0.000 0.984 0.00 1.00
#> HP1525301T2D_C19 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_K8 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_H8 2 0.000 0.984 0.00 1.00
#> HP1525301T2D_K5 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_B14 1 0.634 0.805 0.84 0.16
#> HP1525301T2D_D4 2 0.904 0.526 0.32 0.68
#> HP1525301T2D_F3 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_I24 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_O24 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_C21 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_L13 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_D8 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_C11 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_I8 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_O22 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_K1 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_D15 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_G21 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_B12 1 0.000 0.998 1.00 0.00
#> HP1525301T2D_B3 1 0.000 0.998 1.00 0.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1502401_L18 2 0.0000 0.999 0.00 1.00 0.00
#> HP1502401_C12 2 0.0000 0.999 0.00 1.00 0.00
#> HP1508501T2D_N22 2 0.0000 0.999 0.00 1.00 0.00
#> HP1504901_O11 2 0.0000 0.999 0.00 1.00 0.00
#> HP1504901_P11 2 0.0000 0.999 0.00 1.00 0.00
#> HP1504901_F8 2 0.0000 0.999 0.00 1.00 0.00
#> HP1504901_N18 2 0.0000 0.999 0.00 1.00 0.00
#> HP1504901_I10 2 0.0000 0.999 0.00 1.00 0.00
#> HP1504901_P7 2 0.0000 0.999 0.00 1.00 0.00
#> HP1504901_E6 2 0.0000 0.999 0.00 1.00 0.00
#> HP1504901_L16 2 0.0000 0.999 0.00 1.00 0.00
#> HP1504901_O4 2 0.0000 0.999 0.00 1.00 0.00
#> HP1504901_B14 2 0.0000 0.999 0.00 1.00 0.00
#> HP1504901_K23 2 0.0000 0.999 0.00 1.00 0.00
#> HP1504901_G11 2 0.0000 0.999 0.00 1.00 0.00
#> HP1504901_H16 2 0.0000 0.999 0.00 1.00 0.00
#> HP1525301T2D_P14 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_H14 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_H9 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_C3 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_I18 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_C4 1 0.2066 0.945 0.94 0.00 0.06
#> HP1525301T2D_D10 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_C6 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_N4 2 0.0000 0.999 0.00 1.00 0.00
#> HP1525301T2D_O1 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_G14 1 0.0892 0.978 0.98 0.00 0.02
#> HP1525301T2D_G20 1 0.0000 0.991 1.00 0.00 0.00
#> HP1526901T2D_N4 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_H24 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_D2 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_F10 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_N5 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_C13 2 0.0000 0.999 0.00 1.00 0.00
#> HP1525301T2D_J15 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_J23 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_P5 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_F21 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_J16 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_O7 1 0.2537 0.925 0.92 0.00 0.08
#> HP1525301T2D_A12 1 0.0000 0.991 1.00 0.00 0.00
#> HP1526901T2D_N7 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_L2 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_E2 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_D3 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_F16 1 0.2537 0.925 0.92 0.00 0.08
#> HP1525301T2D_C14 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_K6 1 0.1529 0.963 0.96 0.00 0.04
#> HP1525301T2D_L4 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_L20 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_F8 1 0.2066 0.945 0.94 0.00 0.06
#> HP1525301T2D_A13 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_A1 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_D6 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_O3 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_O17 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_G17 3 0.0000 1.000 0.00 0.00 1.00
#> HP1526901T2D_L15 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_C23 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_I15 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_P19 1 0.0000 0.991 1.00 0.00 0.00
#> HP1526901T2D_C20 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_L5 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_C15 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_P20 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_L16 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_G5 1 0.0892 0.978 0.98 0.00 0.02
#> HP1525301T2D_I17 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_M6 1 0.0000 0.991 1.00 0.00 0.00
#> HP1526901T2D_E14 2 0.0892 0.974 0.02 0.98 0.00
#> HP1525301T2D_C19 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_K8 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_H8 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_K5 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_B14 1 0.0892 0.978 0.98 0.00 0.02
#> HP1525301T2D_D4 1 0.0892 0.977 0.98 0.02 0.00
#> HP1525301T2D_F3 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_I24 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_O24 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_C21 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_L13 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_D8 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_C11 1 0.0892 0.978 0.98 0.00 0.02
#> HP1525301T2D_I8 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_O22 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_K1 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_D15 1 0.1529 0.963 0.96 0.00 0.04
#> HP1525301T2D_G21 1 0.0000 0.991 1.00 0.00 0.00
#> HP1525301T2D_B12 3 0.0000 1.000 0.00 0.00 1.00
#> HP1525301T2D_B3 1 0.0000 0.991 1.00 0.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1502401_L18 2 0.0000 1.000 0.00 1.00 0 0.00
#> HP1502401_C12 2 0.0000 1.000 0.00 1.00 0 0.00
#> HP1508501T2D_N22 2 0.0000 1.000 0.00 1.00 0 0.00
#> HP1504901_O11 2 0.0000 1.000 0.00 1.00 0 0.00
#> HP1504901_P11 2 0.0000 1.000 0.00 1.00 0 0.00
#> HP1504901_F8 2 0.0000 1.000 0.00 1.00 0 0.00
#> HP1504901_N18 2 0.0000 1.000 0.00 1.00 0 0.00
#> HP1504901_I10 2 0.0000 1.000 0.00 1.00 0 0.00
#> HP1504901_P7 2 0.0000 1.000 0.00 1.00 0 0.00
#> HP1504901_E6 2 0.0000 1.000 0.00 1.00 0 0.00
#> HP1504901_L16 2 0.0000 1.000 0.00 1.00 0 0.00
#> HP1504901_O4 2 0.0000 1.000 0.00 1.00 0 0.00
#> HP1504901_B14 2 0.0000 1.000 0.00 1.00 0 0.00
#> HP1504901_K23 2 0.0000 1.000 0.00 1.00 0 0.00
#> HP1504901_G11 2 0.0000 1.000 0.00 1.00 0 0.00
#> HP1504901_H16 2 0.0000 1.000 0.00 1.00 0 0.00
#> HP1525301T2D_P14 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_H14 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_H9 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_C3 4 0.0000 0.994 0.00 0.00 0 1.00
#> HP1525301T2D_I18 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_C4 4 0.0000 0.994 0.00 0.00 0 1.00
#> HP1525301T2D_D10 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_C6 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_N4 4 0.0000 0.994 0.00 0.00 0 1.00
#> HP1525301T2D_O1 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_G14 4 0.0000 0.994 0.00 0.00 0 1.00
#> HP1525301T2D_G20 4 0.0000 0.994 0.00 0.00 0 1.00
#> HP1526901T2D_N4 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_H24 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_D2 4 0.0000 0.994 0.00 0.00 0 1.00
#> HP1525301T2D_F10 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_N5 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_C13 4 0.0000 0.994 0.00 0.00 0 1.00
#> HP1525301T2D_J15 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_J23 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_P5 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_F21 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_J16 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_O7 4 0.0000 0.994 0.00 0.00 0 1.00
#> HP1525301T2D_A12 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1526901T2D_N7 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_L2 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_E2 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_D3 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_F16 4 0.0000 0.994 0.00 0.00 0 1.00
#> HP1525301T2D_C14 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_K6 4 0.0000 0.994 0.00 0.00 0 1.00
#> HP1525301T2D_L4 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_L20 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_F8 4 0.0000 0.994 0.00 0.00 0 1.00
#> HP1525301T2D_A13 1 0.0707 0.974 0.98 0.00 0 0.02
#> HP1525301T2D_A1 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_D6 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_O3 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_O17 4 0.2011 0.896 0.08 0.00 0 0.92
#> HP1525301T2D_G17 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1526901T2D_L15 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_C23 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_I15 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_P19 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1526901T2D_C20 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_L5 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_C15 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_P20 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_L16 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_G5 4 0.0000 0.994 0.00 0.00 0 1.00
#> HP1525301T2D_I17 4 0.0000 0.994 0.00 0.00 0 1.00
#> HP1525301T2D_M6 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1526901T2D_E14 1 0.3801 0.718 0.78 0.22 0 0.00
#> HP1525301T2D_C19 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_K8 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_H8 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_K5 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_B14 4 0.0000 0.994 0.00 0.00 0 1.00
#> HP1525301T2D_D4 4 0.0000 0.994 0.00 0.00 0 1.00
#> HP1525301T2D_F3 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_I24 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_O24 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_C21 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_L13 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_D8 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_C11 4 0.0000 0.994 0.00 0.00 0 1.00
#> HP1525301T2D_I8 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_O22 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_K1 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_D15 4 0.0000 0.994 0.00 0.00 0 1.00
#> HP1525301T2D_G21 1 0.0000 0.993 1.00 0.00 0 0.00
#> HP1525301T2D_B12 3 0.0000 1.000 0.00 0.00 1 0.00
#> HP1525301T2D_B3 1 0.0000 0.993 1.00 0.00 0 0.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 90 1.27e-01 1.89e-13 2.48e-07 2
#> ATC:skmeans 90 3.72e-19 2.48e-15 7.29e-09 3
#> ATC:skmeans 90 2.69e-18 6.16e-18 NaN 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node022. Child nodes: Node01221-leaf , Node01222-leaf , Node02111 , Node02112 , Node02121 , Node02122 , Node02211 , Node02212-leaf , Node02213-leaf , Node02221 , Node02222 , Node02223-leaf , Node02231-leaf , Node02232-leaf , Node02233-leaf , Node02234-leaf , Node02311-leaf , Node02312 , Node02313-leaf , Node02321-leaf , Node02322-leaf , Node02323-leaf , Node02324-leaf , Node02331-leaf , Node02332-leaf , Node02411-leaf , Node02412-leaf , Node02421-leaf , Node02422 , Node02423-leaf , Node02431-leaf , Node02432-leaf , Node02433-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["0223"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11890 rows and 141 columns.
#> Top rows (1189) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 4.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1 0.986 0.994 0.5022 0.498 0.498
#> 3 3 1 0.961 0.984 0.3340 0.724 0.500
#> 4 4 1 0.958 0.978 0.0771 0.931 0.797
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 4
#> attr(,"optional")
#> [1] 2 3
There is also optional best \(k\) = 2 3 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1502401_F13 2 0.000 0.996 0.00 1.00
#> AZ_F9 2 0.141 0.977 0.02 0.98
#> HP1508501T2D_C2 1 0.000 0.992 1.00 0.00
#> HP1508501T2D_O3 1 0.000 0.992 1.00 0.00
#> HP1508501T2D_A23 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_L20 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_N9 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_J23 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_O7 1 0.000 0.992 1.00 0.00
#> HP1508501T2D_G12 1 0.000 0.992 1.00 0.00
#> HP1508501T2D_M7 1 0.000 0.992 1.00 0.00
#> HP1508501T2D_E7 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_O9 1 0.000 0.992 1.00 0.00
#> HP1508501T2D_O13 1 0.000 0.992 1.00 0.00
#> HP1508501T2D_L11 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_G14 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_K6 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_C19 1 0.327 0.933 0.94 0.06
#> HP1508501T2D_F15 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_C15 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_L23 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_B24 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_E4 1 0.000 0.992 1.00 0.00
#> HP1508501T2D_C12 1 0.000 0.992 1.00 0.00
#> HP1508501T2D_J22 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_O12 1 0.000 0.992 1.00 0.00
#> HP1508501T2D_L5 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_M23 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_J16 1 0.000 0.992 1.00 0.00
#> HP1508501T2D_E20 1 0.000 0.992 1.00 0.00
#> HP1508501T2D_J2 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_I7 1 0.000 0.992 1.00 0.00
#> HP1508501T2D_M10 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_A11 1 0.000 0.992 1.00 0.00
#> HP1508501T2D_D22 2 0.000 0.996 0.00 1.00
#> HP1508501T2D_I21 2 0.000 0.996 0.00 1.00
#> HP1506401_G2 2 0.000 0.996 0.00 1.00
#> HP1506401_O2 1 0.000 0.992 1.00 0.00
#> HP1506401_D14 2 0.000 0.996 0.00 1.00
#> HP1506401_A9 2 0.000 0.996 0.00 1.00
#> HP1506401_J9 1 0.000 0.992 1.00 0.00
#> HP1506401_N1 2 0.000 0.996 0.00 1.00
#> HP1506401_E23 1 0.000 0.992 1.00 0.00
#> HP1506401_N9 1 0.000 0.992 1.00 0.00
#> HP1506401_J5 2 0.000 0.996 0.00 1.00
#> HP1506401_M16 1 0.000 0.992 1.00 0.00
#> HP1506401_H16 1 0.000 0.992 1.00 0.00
#> HP1506401_C24 2 0.000 0.996 0.00 1.00
#> HP1506401_E6 2 0.000 0.996 0.00 1.00
#> HP1506401_O4 1 0.000 0.992 1.00 0.00
#> HP1506401_L21 1 0.000 0.992 1.00 0.00
#> HP1506401_J6 1 0.000 0.992 1.00 0.00
#> HP1506401_N5 1 0.000 0.992 1.00 0.00
#> HP1506401_I24 1 0.000 0.992 1.00 0.00
#> HP1506401_F16 1 0.000 0.992 1.00 0.00
#> HP1506401_M18 1 0.000 0.992 1.00 0.00
#> HP1506401_J8 1 0.000 0.992 1.00 0.00
#> HP1506401_L18 1 0.000 0.992 1.00 0.00
#> HP1506401_H18 1 0.000 0.992 1.00 0.00
#> HP1506401_F2 1 0.000 0.992 1.00 0.00
#> HP1506401_M4 1 0.000 0.992 1.00 0.00
#> HP1506401_J3 1 0.000 0.992 1.00 0.00
#> HP1506401_N16 2 0.000 0.996 0.00 1.00
#> HP1506401_D8 1 0.000 0.992 1.00 0.00
#> HP1506401_P11 2 0.000 0.996 0.00 1.00
#> HP1506401_L10 2 0.000 0.996 0.00 1.00
#> HP1506401_M19 1 0.000 0.992 1.00 0.00
#> HP1506401_J7 2 0.000 0.996 0.00 1.00
#> HP1506401_K6 1 0.000 0.992 1.00 0.00
#> HP1506401_G19 2 0.000 0.996 0.00 1.00
#> HP1506401_L9 1 0.000 0.992 1.00 0.00
#> HP1506401_L13 1 0.881 0.576 0.70 0.30
#> HP1506401_G4 1 0.000 0.992 1.00 0.00
#> HP1506401_H6 2 0.000 0.996 0.00 1.00
#> HP1506401_P22 2 0.000 0.996 0.00 1.00
#> HP1506401_O8 2 0.000 0.996 0.00 1.00
#> HP1506401_B16 1 0.000 0.992 1.00 0.00
#> HP1506401_F19 2 0.000 0.996 0.00 1.00
#> HP1506401_L1 2 0.000 0.996 0.00 1.00
#> HP1506401_C13 1 0.000 0.992 1.00 0.00
#> HP1506401_P1 2 0.000 0.996 0.00 1.00
#> HP1506401_J14 1 0.000 0.992 1.00 0.00
#> HP1506401_P21 2 0.000 0.996 0.00 1.00
#> HP1506401_O18 1 0.000 0.992 1.00 0.00
#> HP1506401_H2 2 0.000 0.996 0.00 1.00
#> HP1506401_K19 1 0.000 0.992 1.00 0.00
#> HP1506401_F5 1 0.000 0.992 1.00 0.00
#> HP1506401_C16 2 0.000 0.996 0.00 1.00
#> HP1506401_K4 2 0.000 0.996 0.00 1.00
#> HP1506401_P9 2 0.000 0.996 0.00 1.00
#> HP1506401_B15 2 0.000 0.996 0.00 1.00
#> HP1506401_K16 1 0.000 0.992 1.00 0.00
#> HP1506401_M8 1 0.000 0.992 1.00 0.00
#> HP1506401_A6 1 0.000 0.992 1.00 0.00
#> HP1506401_H23 1 0.000 0.992 1.00 0.00
#> HP1506401_I18 2 0.242 0.956 0.04 0.96
#> HP1506401_N17 2 0.000 0.996 0.00 1.00
#> HP1506401_I10 1 0.000 0.992 1.00 0.00
#> HP1506401_G16 1 0.000 0.992 1.00 0.00
#> HP1506401_P23 1 0.000 0.992 1.00 0.00
#> HP1506401_B6 1 0.000 0.992 1.00 0.00
#> HP1506401_A12 2 0.000 0.996 0.00 1.00
#> HP1506401_J22 1 0.000 0.992 1.00 0.00
#> HP1506401_C23 1 0.000 0.992 1.00 0.00
#> HP1506401_H9 1 0.000 0.992 1.00 0.00
#> HP1506401_N23 1 0.000 0.992 1.00 0.00
#> HP1506401_L11 1 0.000 0.992 1.00 0.00
#> HP1506401_J21 2 0.000 0.996 0.00 1.00
#> HP1506401_O12 1 0.000 0.992 1.00 0.00
#> HP1506401_B23 2 0.000 0.996 0.00 1.00
#> HP1506401_P10 2 0.000 0.996 0.00 1.00
#> HP1506401_D7 1 0.000 0.992 1.00 0.00
#> HP1507101_J12 1 0.000 0.992 1.00 0.00
#> HP1507101_E22 1 0.000 0.992 1.00 0.00
#> HP1507101_H16 1 0.000 0.992 1.00 0.00
#> HP1507101_N17 2 0.000 0.996 0.00 1.00
#> HP1507101_J7 1 0.000 0.992 1.00 0.00
#> HP1507101_F15 1 0.000 0.992 1.00 0.00
#> HP1507101_D9 2 0.000 0.996 0.00 1.00
#> HP1507101_D10 2 0.000 0.996 0.00 1.00
#> HP1507101_K20 1 0.000 0.992 1.00 0.00
#> HP1507101_L1 1 0.000 0.992 1.00 0.00
#> HP1509101_D10 1 0.000 0.992 1.00 0.00
#> HP1509101_B16 1 0.000 0.992 1.00 0.00
#> HP1509101_P17 2 0.722 0.747 0.20 0.80
#> HP1509101_L13 2 0.000 0.996 0.00 1.00
#> HP1509101_D17 1 0.000 0.992 1.00 0.00
#> HP1509101_N7 2 0.000 0.996 0.00 1.00
#> HP1509101_P6 2 0.000 0.996 0.00 1.00
#> HP1509101_J9 2 0.000 0.996 0.00 1.00
#> HP1509101_B19 2 0.000 0.996 0.00 1.00
#> HP1509101_D23 1 0.000 0.992 1.00 0.00
#> HP1509101_G10 2 0.000 0.996 0.00 1.00
#> HP1509101_K10 1 0.402 0.911 0.92 0.08
#> HP1509101_B23 2 0.000 0.996 0.00 1.00
#> HP1509101_L18 2 0.000 0.996 0.00 1.00
#> HP1509101_N10 2 0.000 0.996 0.00 1.00
#> HP1509101_O17 1 0.634 0.812 0.84 0.16
#> HP1509101_F7 2 0.000 0.996 0.00 1.00
#> HP1509101_H20 1 0.000 0.992 1.00 0.00
#> HP1509101_I6 2 0.000 0.996 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1502401_F13 2 0.000 0.981 0.00 1.00 0.00
#> AZ_F9 3 0.613 0.320 0.00 0.40 0.60
#> HP1508501T2D_C2 3 0.000 0.988 0.00 0.00 1.00
#> HP1508501T2D_O3 3 0.000 0.988 0.00 0.00 1.00
#> HP1508501T2D_A23 1 0.583 0.483 0.66 0.34 0.00
#> HP1508501T2D_L20 2 0.000 0.981 0.00 1.00 0.00
#> HP1508501T2D_N9 2 0.000 0.981 0.00 1.00 0.00
#> HP1508501T2D_J23 2 0.000 0.981 0.00 1.00 0.00
#> HP1508501T2D_O7 1 0.000 0.982 1.00 0.00 0.00
#> HP1508501T2D_G12 1 0.000 0.982 1.00 0.00 0.00
#> HP1508501T2D_M7 1 0.000 0.982 1.00 0.00 0.00
#> HP1508501T2D_E7 3 0.000 0.988 0.00 0.00 1.00
#> HP1508501T2D_O9 3 0.000 0.988 0.00 0.00 1.00
#> HP1508501T2D_O13 1 0.000 0.982 1.00 0.00 0.00
#> HP1508501T2D_L11 2 0.000 0.981 0.00 1.00 0.00
#> HP1508501T2D_G14 3 0.000 0.988 0.00 0.00 1.00
#> HP1508501T2D_K6 2 0.480 0.715 0.22 0.78 0.00
#> HP1508501T2D_C19 3 0.000 0.988 0.00 0.00 1.00
#> HP1508501T2D_F15 3 0.254 0.905 0.00 0.08 0.92
#> HP1508501T2D_C15 2 0.000 0.981 0.00 1.00 0.00
#> HP1508501T2D_L23 2 0.000 0.981 0.00 1.00 0.00
#> HP1508501T2D_B24 2 0.000 0.981 0.00 1.00 0.00
#> HP1508501T2D_E4 1 0.000 0.982 1.00 0.00 0.00
#> HP1508501T2D_C12 3 0.000 0.988 0.00 0.00 1.00
#> HP1508501T2D_J22 2 0.207 0.924 0.00 0.94 0.06
#> HP1508501T2D_O12 3 0.000 0.988 0.00 0.00 1.00
#> HP1508501T2D_L5 3 0.000 0.988 0.00 0.00 1.00
#> HP1508501T2D_M23 2 0.000 0.981 0.00 1.00 0.00
#> HP1508501T2D_J16 3 0.000 0.988 0.00 0.00 1.00
#> HP1508501T2D_E20 3 0.000 0.988 0.00 0.00 1.00
#> HP1508501T2D_J2 2 0.000 0.981 0.00 1.00 0.00
#> HP1508501T2D_I7 1 0.000 0.982 1.00 0.00 0.00
#> HP1508501T2D_M10 2 0.296 0.880 0.00 0.90 0.10
#> HP1508501T2D_A11 1 0.000 0.982 1.00 0.00 0.00
#> HP1508501T2D_D22 2 0.000 0.981 0.00 1.00 0.00
#> HP1508501T2D_I21 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_G2 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_O2 3 0.000 0.988 0.00 0.00 1.00
#> HP1506401_D14 2 0.480 0.715 0.22 0.78 0.00
#> HP1506401_A9 1 0.628 0.141 0.54 0.46 0.00
#> HP1506401_J9 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_N1 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_E23 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_N9 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_J5 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_M16 3 0.000 0.988 0.00 0.00 1.00
#> HP1506401_H16 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_C24 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_E6 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_O4 3 0.000 0.988 0.00 0.00 1.00
#> HP1506401_L21 3 0.000 0.988 0.00 0.00 1.00
#> HP1506401_J6 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_N5 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_I24 3 0.000 0.988 0.00 0.00 1.00
#> HP1506401_F16 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_M18 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_J8 3 0.000 0.988 0.00 0.00 1.00
#> HP1506401_L18 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_H18 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_F2 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_M4 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_J3 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_N16 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_D8 3 0.000 0.988 0.00 0.00 1.00
#> HP1506401_P11 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_L10 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_M19 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_J7 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_K6 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_G19 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_L9 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_L13 3 0.000 0.988 0.00 0.00 1.00
#> HP1506401_G4 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_H6 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_P22 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_O8 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_B16 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_F19 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_L1 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_C13 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_P1 3 0.000 0.988 0.00 0.00 1.00
#> HP1506401_J14 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_P21 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_O18 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_H2 3 0.000 0.988 0.00 0.00 1.00
#> HP1506401_K19 3 0.000 0.988 0.00 0.00 1.00
#> HP1506401_F5 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_C16 3 0.000 0.988 0.00 0.00 1.00
#> HP1506401_K4 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_P9 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_B15 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_K16 3 0.000 0.988 0.00 0.00 1.00
#> HP1506401_M8 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_A6 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_H23 3 0.000 0.988 0.00 0.00 1.00
#> HP1506401_I18 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_N17 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_I10 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_G16 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_P23 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_B6 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_A12 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_J22 3 0.000 0.988 0.00 0.00 1.00
#> HP1506401_C23 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_H9 3 0.000 0.988 0.00 0.00 1.00
#> HP1506401_N23 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_L11 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_J21 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_O12 1 0.000 0.982 1.00 0.00 0.00
#> HP1506401_B23 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_P10 2 0.000 0.981 0.00 1.00 0.00
#> HP1506401_D7 3 0.000 0.988 0.00 0.00 1.00
#> HP1507101_J12 3 0.000 0.988 0.00 0.00 1.00
#> HP1507101_E22 1 0.000 0.982 1.00 0.00 0.00
#> HP1507101_H16 3 0.000 0.988 0.00 0.00 1.00
#> HP1507101_N17 2 0.000 0.981 0.00 1.00 0.00
#> HP1507101_J7 1 0.000 0.982 1.00 0.00 0.00
#> HP1507101_F15 3 0.000 0.988 0.00 0.00 1.00
#> HP1507101_D9 2 0.571 0.529 0.00 0.68 0.32
#> HP1507101_D10 2 0.000 0.981 0.00 1.00 0.00
#> HP1507101_K20 3 0.000 0.988 0.00 0.00 1.00
#> HP1507101_L1 3 0.000 0.988 0.00 0.00 1.00
#> HP1509101_D10 3 0.000 0.988 0.00 0.00 1.00
#> HP1509101_B16 1 0.000 0.982 1.00 0.00 0.00
#> HP1509101_P17 3 0.000 0.988 0.00 0.00 1.00
#> HP1509101_L13 2 0.000 0.981 0.00 1.00 0.00
#> HP1509101_D17 3 0.000 0.988 0.00 0.00 1.00
#> HP1509101_N7 2 0.000 0.981 0.00 1.00 0.00
#> HP1509101_P6 2 0.000 0.981 0.00 1.00 0.00
#> HP1509101_J9 2 0.000 0.981 0.00 1.00 0.00
#> HP1509101_B19 3 0.000 0.988 0.00 0.00 1.00
#> HP1509101_D23 3 0.000 0.988 0.00 0.00 1.00
#> HP1509101_G10 2 0.000 0.981 0.00 1.00 0.00
#> HP1509101_K10 3 0.000 0.988 0.00 0.00 1.00
#> HP1509101_B23 2 0.000 0.981 0.00 1.00 0.00
#> HP1509101_L18 3 0.000 0.988 0.00 0.00 1.00
#> HP1509101_N10 2 0.000 0.981 0.00 1.00 0.00
#> HP1509101_O17 3 0.000 0.988 0.00 0.00 1.00
#> HP1509101_F7 2 0.000 0.981 0.00 1.00 0.00
#> HP1509101_H20 3 0.000 0.988 0.00 0.00 1.00
#> HP1509101_I6 2 0.000 0.981 0.00 1.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1502401_F13 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> AZ_F9 4 0.1637 0.952 0.00 0.06 0.00 0.94
#> HP1508501T2D_C2 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1508501T2D_O3 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1508501T2D_A23 1 0.6299 0.199 0.52 0.42 0.00 0.06
#> HP1508501T2D_L20 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1508501T2D_N9 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1508501T2D_J23 2 0.1637 0.916 0.00 0.94 0.00 0.06
#> HP1508501T2D_O7 1 0.1637 0.944 0.94 0.00 0.00 0.06
#> HP1508501T2D_G12 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1508501T2D_M7 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1508501T2D_E7 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1508501T2D_O9 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1508501T2D_O13 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1508501T2D_L11 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1508501T2D_G14 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1508501T2D_K6 2 0.3611 0.828 0.08 0.86 0.00 0.06
#> HP1508501T2D_C19 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1508501T2D_F15 3 0.0707 0.971 0.00 0.02 0.98 0.00
#> HP1508501T2D_C15 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1508501T2D_L23 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1508501T2D_B24 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1508501T2D_E4 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1508501T2D_C12 4 0.1913 0.956 0.02 0.00 0.04 0.94
#> HP1508501T2D_J22 2 0.4907 0.280 0.00 0.58 0.42 0.00
#> HP1508501T2D_O12 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1508501T2D_L5 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1508501T2D_M23 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1508501T2D_J16 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1508501T2D_E20 4 0.1637 0.952 0.00 0.00 0.06 0.94
#> HP1508501T2D_J2 4 0.1637 0.952 0.00 0.06 0.00 0.94
#> HP1508501T2D_I7 1 0.1637 0.944 0.94 0.00 0.00 0.06
#> HP1508501T2D_M10 4 0.1637 0.952 0.00 0.06 0.00 0.94
#> HP1508501T2D_A11 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1508501T2D_D22 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1508501T2D_I21 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_G2 2 0.2345 0.859 0.00 0.90 0.10 0.00
#> HP1506401_O2 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1506401_D14 2 0.3935 0.802 0.10 0.84 0.00 0.06
#> HP1506401_A9 2 0.5147 0.652 0.20 0.74 0.00 0.06
#> HP1506401_J9 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_N1 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_E23 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_N9 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_J5 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_M16 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1506401_H16 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_C24 1 0.1637 0.944 0.94 0.00 0.00 0.06
#> HP1506401_E6 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_O4 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1506401_L21 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1506401_J6 1 0.1637 0.944 0.94 0.00 0.00 0.06
#> HP1506401_N5 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_I24 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1506401_F16 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_M18 1 0.1637 0.944 0.94 0.00 0.00 0.06
#> HP1506401_J8 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1506401_L18 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_H18 1 0.1637 0.944 0.94 0.00 0.00 0.06
#> HP1506401_F2 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_M4 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_J3 1 0.1637 0.944 0.94 0.00 0.00 0.06
#> HP1506401_N16 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_D8 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1506401_P11 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_L10 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_M19 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_J7 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_K6 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_G19 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_L9 1 0.1637 0.944 0.94 0.00 0.00 0.06
#> HP1506401_L13 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1506401_G4 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_H6 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_P22 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_O8 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_B16 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_F19 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_L1 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_C13 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_P1 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1506401_J14 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_P21 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_O18 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_H2 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1506401_K19 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1506401_F5 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_C16 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1506401_K4 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_P9 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_B15 4 0.1637 0.952 0.00 0.06 0.00 0.94
#> HP1506401_K16 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1506401_M8 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_A6 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_H23 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1506401_I18 1 0.1637 0.944 0.94 0.00 0.00 0.06
#> HP1506401_N17 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_I10 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_G16 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_P23 1 0.1637 0.944 0.94 0.00 0.00 0.06
#> HP1506401_B6 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_A12 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_J22 4 0.1637 0.952 0.00 0.00 0.06 0.94
#> HP1506401_C23 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_H9 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1506401_N23 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_L11 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_J21 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_O12 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1506401_B23 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_P10 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1506401_D7 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1507101_J12 4 0.1913 0.956 0.02 0.00 0.04 0.94
#> HP1507101_E22 1 0.1637 0.944 0.94 0.00 0.00 0.06
#> HP1507101_H16 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1507101_N17 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1507101_J7 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1507101_F15 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1507101_D9 4 0.1637 0.952 0.00 0.06 0.00 0.94
#> HP1507101_D10 4 0.1637 0.952 0.00 0.06 0.00 0.94
#> HP1507101_K20 4 0.1913 0.956 0.02 0.00 0.04 0.94
#> HP1507101_L1 4 0.1637 0.952 0.00 0.00 0.06 0.94
#> HP1509101_D10 4 0.1913 0.956 0.02 0.00 0.04 0.94
#> HP1509101_B16 1 0.0000 0.973 1.00 0.00 0.00 0.00
#> HP1509101_P17 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1509101_L13 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1509101_D17 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1509101_N7 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1509101_P6 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1509101_J9 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1509101_B19 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1509101_D23 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1509101_G10 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1509101_K10 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1509101_B23 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1509101_L18 4 0.1637 0.952 0.00 0.00 0.06 0.94
#> HP1509101_N10 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1509101_O17 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1509101_F7 2 0.0000 0.971 0.00 1.00 0.00 0.00
#> HP1509101_H20 3 0.0000 0.999 0.00 0.00 1.00 0.00
#> HP1509101_I6 2 0.0000 0.971 0.00 1.00 0.00 0.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 141 3.96e-05 0.308 0.196573 2
#> ATC:skmeans 138 4.54e-21 0.320 0.000256 3
#> ATC:skmeans 139 3.44e-40 0.546 0.000256 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node02. Child nodes: Node0121-leaf , Node0122 , Node0123-leaf , Node0131-leaf , Node0132-leaf , Node0211 , Node0212 , Node0213-leaf , Node0221 , Node0222 , Node0223 , Node0231 , Node0232 , Node0233 , Node0241 , Node0242 , Node0243 .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["023"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 12029 rows and 499 columns.
#> Top rows (1187) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 3.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.982 0.993 0.489 0.512 0.512
#> 3 3 1.000 0.972 0.988 0.239 0.859 0.730
#> 4 4 0.771 0.741 0.883 0.136 0.920 0.800
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 3
#> attr(,"optional")
#> [1] 2
There is also optional best \(k\) = 2 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1502401_C14 2 0.000 0.992 0.00 1.00
#> HP1502401_E14 2 0.000 0.992 0.00 1.00
#> HP1502401_L14 2 0.000 0.992 0.00 1.00
#> HP1502401_M14 2 0.000 0.992 0.00 1.00
#> HP1502401_K14 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_M6 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_F15 2 0.000 0.992 0.00 1.00
#> HP1502401_L21 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_F10 2 0.000 0.992 0.00 1.00
#> HP1502401_K22 2 0.000 0.992 0.00 1.00
#> HP1502401_I22 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_M18 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_O12 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_L23 2 0.000 0.992 0.00 1.00
#> HP1502401_G24 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_A24 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_N17 2 0.000 0.992 0.00 1.00
#> HP1502401_N8 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_G1 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_M19 1 0.000 0.993 1.00 0.00
#> HP1502401_O16 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_E16 2 0.000 0.992 0.00 1.00
#> HP1502401_A12 2 0.000 0.992 0.00 1.00
#> HP1502401_D5 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_J15 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_N7 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_O16 1 0.000 0.993 1.00 0.00
#> HP1502401_M5 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_I20 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_G4 2 0.000 0.992 0.00 1.00
#> HP1502401_H15 2 0.000 0.992 0.00 1.00
#> HP1502401_H8 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_K24 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_H14 2 0.000 0.992 0.00 1.00
#> HP1502401_A7 2 0.000 0.992 0.00 1.00
#> HP1502401_O2 2 0.000 0.992 0.00 1.00
#> HP1502401_J21 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_J13 2 0.000 0.992 0.00 1.00
#> HP1502401_J8 2 0.000 0.992 0.00 1.00
#> HP1502401_N15 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_D2 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_L2 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_I24 2 0.141 0.973 0.02 0.98
#> HP1504101T2D_J18 2 0.000 0.992 0.00 1.00
#> HP1502401_J1 2 0.000 0.992 0.00 1.00
#> HP1502401_H3 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_B6 2 0.000 0.992 0.00 1.00
#> HP1502401_I15 2 0.000 0.992 0.00 1.00
#> HP1502401_I4 2 0.000 0.992 0.00 1.00
#> HP1502401_J23 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_F7 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_I5 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_P14 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_A20 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_C17 2 0.971 0.336 0.40 0.60
#> HP1502401_L2 2 0.000 0.992 0.00 1.00
#> HP1502401_L23 2 0.000 0.992 0.00 1.00
#> HP1502401_F19 2 0.000 0.992 0.00 1.00
#> HP1502401_O22 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_H5 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_F22 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_J2 1 0.000 0.993 1.00 0.00
#> HP1502401_A18 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_A19 2 0.722 0.752 0.20 0.80
#> HP1504101T2D_G2 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_J11 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_K22 1 0.000 0.993 1.00 0.00
#> HP1502401_L12 2 0.000 0.992 0.00 1.00
#> HP1502401_H2 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_G17 2 0.000 0.992 0.00 1.00
#> HP1502401_N1 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_N19 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_I17 2 0.000 0.992 0.00 1.00
#> HP1502401_E7 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_E18 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_D7 2 0.000 0.992 0.00 1.00
#> HP1502401_K9 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_L21 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_N12 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_B16 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_E23 1 0.943 0.437 0.64 0.36
#> HP1504101T2D_L15 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_D17 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_A4 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_H9 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_A5 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_K23 1 0.000 0.993 1.00 0.00
#> HP1502401_C18 2 0.000 0.992 0.00 1.00
#> HP1502401_K24 2 0.000 0.992 0.00 1.00
#> HP1502401_H4 2 0.000 0.992 0.00 1.00
#> HP1502401_L11 2 0.000 0.992 0.00 1.00
#> HP1502401_C8 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_I18 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_P2 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_N10 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_I14 2 0.000 0.992 0.00 1.00
#> HP1502401_C6 2 0.000 0.992 0.00 1.00
#> HP1502401_M24 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_P9 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_G24 1 0.141 0.974 0.98 0.02
#> HP1502401_E21 2 0.000 0.992 0.00 1.00
#> HP1502401_J6 1 0.760 0.718 0.78 0.22
#> HP1502401_M7 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_M21 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_D19 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_E24 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_K4 2 0.000 0.992 0.00 1.00
#> HP1502401_I6 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_N9 2 0.000 0.992 0.00 1.00
#> HP1502401_C16 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_M7 2 0.971 0.337 0.40 0.60
#> HP1504101T2D_E4 2 0.000 0.992 0.00 1.00
#> HP1502401_G4 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_I16 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_O6 1 0.469 0.887 0.90 0.10
#> HP1504101T2D_D18 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_F2 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_E6 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_I15 2 0.000 0.992 0.00 1.00
#> HP1502401_B21 2 0.000 0.992 0.00 1.00
#> HP1502401_D3 2 0.000 0.992 0.00 1.00
#> HP1502401_O18 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_E14 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_C18 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_B11 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_C4 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_C15 2 0.000 0.992 0.00 1.00
#> HP1502401_F12 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_C22 2 0.327 0.932 0.06 0.94
#> HP1502401_C10 2 0.000 0.992 0.00 1.00
#> HP1502401_G11 2 0.000 0.992 0.00 1.00
#> HP1502401_E19 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_P24 1 0.000 0.993 1.00 0.00
#> HP1502401_J10 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_D13 2 0.000 0.992 0.00 1.00
#> HP1502401_D6 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_F12 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_C14 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_H20 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_E9 2 0.000 0.992 0.00 1.00
#> HP1502401_A4 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_G12 2 0.000 0.992 0.00 1.00
#> HP1502401_K5 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_N13 2 0.000 0.992 0.00 1.00
#> HP1502401_M2 2 0.000 0.992 0.00 1.00
#> HP1502401_J20 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_L8 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_L7 2 0.000 0.992 0.00 1.00
#> HP1502401_O23 2 0.000 0.992 0.00 1.00
#> HP1502401_B5 2 0.000 0.992 0.00 1.00
#> HP1502401_E6 2 0.000 0.992 0.00 1.00
#> HP1502401_J18 2 0.000 0.992 0.00 1.00
#> HP1502401_M1 2 0.000 0.992 0.00 1.00
#> HP1502401_J4 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_B17 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_N20 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_M24 2 0.000 0.992 0.00 1.00
#> HP1502401_G20 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_G22 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_P17 2 0.000 0.992 0.00 1.00
#> HP1502401_D20 2 0.000 0.992 0.00 1.00
#> HP1502401_G7 2 0.000 0.992 0.00 1.00
#> HP1502401_D16 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_G14 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_G10 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_M1 2 0.760 0.720 0.22 0.78
#> HP1504101T2D_A13 2 0.000 0.992 0.00 1.00
#> HP1502401_M19 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_K12 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_D21 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_G19 2 0.141 0.973 0.02 0.98
#> HP1502401_K6 2 0.000 0.992 0.00 1.00
#> HP1502401_K2 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_B18 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_M2 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_M9 2 0.000 0.992 0.00 1.00
#> HP1502401_K16 2 0.000 0.992 0.00 1.00
#> HP1502401_E17 2 0.000 0.992 0.00 1.00
#> HP1502401_M23 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_O14 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_P22 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_H6 2 0.000 0.992 0.00 1.00
#> HP1502401_L10 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_M10 1 0.000 0.993 1.00 0.00
#> HP1502401_I1 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_L11 2 0.000 0.992 0.00 1.00
#> HP1502401_L22 2 0.000 0.992 0.00 1.00
#> HP1502401_G8 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_O22 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_M5 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_B21 1 0.000 0.993 1.00 0.00
#> HP1502401_D24 2 0.000 0.992 0.00 1.00
#> HP1502401_G22 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_J7 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_A6 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_I8 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_C21 1 0.000 0.993 1.00 0.00
#> HP1502401_O4 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_D24 1 0.000 0.993 1.00 0.00
#> HP1502401_L15 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_P21 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_A12 2 0.000 0.992 0.00 1.00
#> HP1502401_E10 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_O9 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_N1 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_H23 2 0.000 0.992 0.00 1.00
#> HP1502401_G5 2 0.000 0.992 0.00 1.00
#> HP1502401_H20 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_I23 1 0.327 0.933 0.94 0.06
#> HP1502401_O20 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_D9 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_B5 2 0.722 0.752 0.20 0.80
#> HP1502401_H24 2 0.000 0.992 0.00 1.00
#> HP1502401_A6 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_O20 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_E15 2 0.000 0.992 0.00 1.00
#> HP1502401_O7 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_B7 2 0.000 0.992 0.00 1.00
#> HP1502401_C5 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_L24 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_B12 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_N24 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_H2 2 0.000 0.992 0.00 1.00
#> HP1502401_A2 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_N22 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_E22 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_L1 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_C20 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_L4 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_P7 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_O10 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_E21 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_K20 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_I22 2 0.000 0.992 0.00 1.00
#> HP1502401_M20 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_K17 2 0.141 0.973 0.02 0.98
#> HP1504101T2D_L10 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_J3 2 0.000 0.992 0.00 1.00
#> HP1502401_A24 2 0.000 0.992 0.00 1.00
#> HP1502401_M11 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_H21 2 0.000 0.992 0.00 1.00
#> HP1502401_F23 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_O3 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_J20 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_L3 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_P11 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_G21 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_F3 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_J1 2 0.000 0.992 0.00 1.00
#> HP1502401_M21 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_P5 2 0.000 0.992 0.00 1.00
#> HP1502401_K21 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_N8 2 0.855 0.615 0.28 0.72
#> HP1502401_C20 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_G23 2 0.000 0.992 0.00 1.00
#> HP1502401_H16 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_D23 1 0.141 0.974 0.98 0.02
#> HP1504101T2D_N6 2 0.000 0.992 0.00 1.00
#> HP1502401_L20 1 0.584 0.836 0.86 0.14
#> HP1502401_N20 2 0.000 0.992 0.00 1.00
#> HP1502401_E11 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_D12 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_H22 2 0.000 0.992 0.00 1.00
#> HP1502401_F20 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_B13 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_F19 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_F13 2 0.327 0.932 0.06 0.94
#> HP1502401_B16 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_H24 1 0.000 0.993 1.00 0.00
#> HP1502401_H19 2 0.000 0.992 0.00 1.00
#> HP1502401_L1 2 0.000 0.992 0.00 1.00
#> HP1502401_I24 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_P12 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_C16 1 0.000 0.993 1.00 0.00
#> HP1502401_A17 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_A8 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_H15 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_J22 1 0.000 0.993 1.00 0.00
#> HP1502401_F21 2 0.000 0.992 0.00 1.00
#> HP1502401_H1 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_O11 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_M23 1 0.242 0.954 0.96 0.04
#> HP1504101T2D_J5 1 0.000 0.993 1.00 0.00
#> HP1502401_I23 2 0.000 0.992 0.00 1.00
#> HP1502401_F10 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_J24 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_D5 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_O23 2 0.000 0.992 0.00 1.00
#> HP1502401_N3 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_L18 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_F20 1 0.141 0.974 0.98 0.02
#> HP1504101T2D_K18 1 0.000 0.993 1.00 0.00
#> HP1504101T2D_P18 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_L19 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_N5 2 0.000 0.992 0.00 1.00
#> HP1502401_N19 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_A23 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_D6 2 0.000 0.992 0.00 1.00
#> HP1502401_K20 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_N16 2 0.000 0.992 0.00 1.00
#> HP1502401_B23 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_A18 2 0.000 0.992 0.00 1.00
#> HP1504101T2D_F16 2 0.000 0.992 0.00 1.00
#> AZ_B9 2 0.000 0.992 0.00 1.00
#> AZ_A6 2 0.000 0.992 0.00 1.00
#> AZ_B1 2 0.000 0.992 0.00 1.00
#> AZ_C1 2 0.000 0.992 0.00 1.00
#> AZ_A11 2 0.000 0.992 0.00 1.00
#> AZ_C2 2 0.000 0.992 0.00 1.00
#> AZ_B11 1 0.000 0.993 1.00 0.00
#> AZ_B12 2 0.000 0.992 0.00 1.00
#> AZ_B2 2 0.000 0.992 0.00 1.00
#> AZ_B3 2 0.000 0.992 0.00 1.00
#> AZ_A10 2 0.000 0.992 0.00 1.00
#> AZ_B5 2 0.000 0.992 0.00 1.00
#> AZ_E12 2 0.000 0.992 0.00 1.00
#> AZ_E4 2 0.000 0.992 0.00 1.00
#> AZ_G6 2 0.000 0.992 0.00 1.00
#> AZ_E2 2 0.000 0.992 0.00 1.00
#> AZ_D8 2 0.000 0.992 0.00 1.00
#> AZ_E7 2 0.000 0.992 0.00 1.00
#> AZ_C8 2 0.000 0.992 0.00 1.00
#> AZ_E5 2 0.000 0.992 0.00 1.00
#> AZ_F4 2 0.000 0.992 0.00 1.00
#> AZ_F7 2 0.000 0.992 0.00 1.00
#> AZ_C5 2 0.000 0.992 0.00 1.00
#> AZ_D7 2 0.000 0.992 0.00 1.00
#> AZ_D4 2 0.000 0.992 0.00 1.00
#> AZ_E8 2 0.000 0.992 0.00 1.00
#> AZ_F1 2 0.000 0.992 0.00 1.00
#> AZ_F8 2 0.000 0.992 0.00 1.00
#> HP1508501T2D_A3 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_O1 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_L13 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_P7 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_B15 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_D2 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_H11 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_G15 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_J21 2 0.680 0.782 0.18 0.82
#> HP1508501T2D_A13 2 0.000 0.992 0.00 1.00
#> HP1508501T2D_D17 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_F17 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_A19 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_H2 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_I8 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_L6 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_F16 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_L14 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_G10 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_P3 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_H4 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_E18 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_G11 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_H6 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_I18 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_B21 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_E22 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_B8 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_I16 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_H18 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_H3 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_C10 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_J17 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_C23 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_K17 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_D3 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_D16 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_G24 1 0.981 0.274 0.58 0.42
#> HP1508501T2D_P8 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_N18 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_I22 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_J20 2 0.000 0.992 0.00 1.00
#> HP1508501T2D_J4 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_F7 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_E19 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_J12 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_N4 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_J3 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_D21 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_E23 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_D14 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_F18 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_L17 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_D15 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_P1 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_M12 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_K19 2 0.141 0.973 0.02 0.98
#> HP1508501T2D_J6 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_B12 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_K14 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_H21 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_F2 2 0.795 0.688 0.24 0.76
#> HP1508501T2D_J8 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_A14 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_A12 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_B3 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_J1 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_F20 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_D8 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_D10 1 0.000 0.993 1.00 0.00
#> HP1508501T2D_E13 1 0.000 0.993 1.00 0.00
#> HP1506401_F8 1 0.000 0.993 1.00 0.00
#> HP1506401_N20 1 0.000 0.993 1.00 0.00
#> HP1506401_E15 1 0.000 0.993 1.00 0.00
#> HP1506401_E12 1 0.000 0.993 1.00 0.00
#> HP1506401_B4 1 0.000 0.993 1.00 0.00
#> HP1506401_P20 1 0.000 0.993 1.00 0.00
#> HP1506401_N4 1 0.000 0.993 1.00 0.00
#> HP1506401_I17 1 0.000 0.993 1.00 0.00
#> HP1506401_F18 1 0.000 0.993 1.00 0.00
#> HP1506401_O10 1 0.000 0.993 1.00 0.00
#> HP1506401_C4 1 0.000 0.993 1.00 0.00
#> HP1506401_A21 1 0.000 0.993 1.00 0.00
#> HP1506401_I11 1 0.000 0.993 1.00 0.00
#> HP1506401_C5 1 0.000 0.993 1.00 0.00
#> HP1506401_F22 1 0.000 0.993 1.00 0.00
#> HP1506401_G5 1 0.000 0.993 1.00 0.00
#> HP1506401_K21 1 0.000 0.993 1.00 0.00
#> HP1506401_L23 1 0.000 0.993 1.00 0.00
#> HP1506401_F17 1 0.000 0.993 1.00 0.00
#> HP1506401_P14 1 0.000 0.993 1.00 0.00
#> HP1506401_G24 1 0.000 0.993 1.00 0.00
#> HP1506401_A17 1 0.000 0.993 1.00 0.00
#> HP1506401_B8 1 0.000 0.993 1.00 0.00
#> HP1507101_C2 1 0.000 0.993 1.00 0.00
#> HP1507101_I2 1 0.000 0.993 1.00 0.00
#> HP1507101_M2 1 0.000 0.993 1.00 0.00
#> HP1507101_F7 1 0.000 0.993 1.00 0.00
#> HP1507101_D14 1 0.000 0.993 1.00 0.00
#> HP1507101_O16 1 0.000 0.993 1.00 0.00
#> HP1507101_N21 1 0.000 0.993 1.00 0.00
#> HP1507101_I17 1 0.000 0.993 1.00 0.00
#> HP1507101_J8 1 0.000 0.993 1.00 0.00
#> HP1507101_H1 1 0.000 0.993 1.00 0.00
#> HP1507101_G12 1 0.000 0.993 1.00 0.00
#> HP1507101_G14 1 0.000 0.993 1.00 0.00
#> HP1507101_H15 1 0.000 0.993 1.00 0.00
#> HP1507101_G18 1 0.000 0.993 1.00 0.00
#> HP1507101_I13 1 0.000 0.993 1.00 0.00
#> HP1507101_J11 1 0.000 0.993 1.00 0.00
#> HP1507101_C4 1 0.000 0.993 1.00 0.00
#> HP1507101_C10 1 0.000 0.993 1.00 0.00
#> HP1507101_I11 1 0.000 0.993 1.00 0.00
#> HP1507101_B15 1 0.000 0.993 1.00 0.00
#> HP1507101_J13 1 0.000 0.993 1.00 0.00
#> HP1507101_A4 1 0.000 0.993 1.00 0.00
#> HP1507101_P5 1 0.000 0.993 1.00 0.00
#> HP1507101_E10 1 0.000 0.993 1.00 0.00
#> HP1507101_D8 1 0.000 0.993 1.00 0.00
#> HP1507101_F8 1 0.000 0.993 1.00 0.00
#> HP1507101_N4 1 0.000 0.993 1.00 0.00
#> HP1507101_H6 1 0.000 0.993 1.00 0.00
#> HP1507101_G8 1 0.000 0.993 1.00 0.00
#> HP1507101_D18 1 0.000 0.993 1.00 0.00
#> HP1507101_N1 1 0.000 0.993 1.00 0.00
#> HP1507101_J2 1 0.000 0.993 1.00 0.00
#> HP1507101_H12 1 0.000 0.993 1.00 0.00
#> HP1507101_I6 1 0.000 0.993 1.00 0.00
#> HP1507101_J17 1 0.000 0.993 1.00 0.00
#> HP1507101_F1 1 0.000 0.993 1.00 0.00
#> HP1507101_J3 1 0.000 0.993 1.00 0.00
#> HP1507101_J5 1 0.000 0.993 1.00 0.00
#> HP1507101_I20 1 0.000 0.993 1.00 0.00
#> HP1507101_H5 1 0.000 0.993 1.00 0.00
#> HP1507101_P3 1 0.000 0.993 1.00 0.00
#> HP1509101_D18 1 0.000 0.993 1.00 0.00
#> HP1509101_G23 1 0.000 0.993 1.00 0.00
#> HP1509101_O9 1 0.000 0.993 1.00 0.00
#> HP1509101_D8 1 0.000 0.993 1.00 0.00
#> HP1509101_H22 1 0.000 0.993 1.00 0.00
#> HP1509101_H24 1 0.000 0.993 1.00 0.00
#> HP1509101_H23 1 0.000 0.993 1.00 0.00
#> HP1509101_F21 1 0.000 0.993 1.00 0.00
#> HP1509101_P18 1 0.000 0.993 1.00 0.00
#> HP1509101_B20 1 0.000 0.993 1.00 0.00
#> HP1509101_N18 1 0.000 0.993 1.00 0.00
#> HP1509101_N17 1 0.000 0.993 1.00 0.00
#> HP1509101_F19 1 0.000 0.993 1.00 0.00
#> HP1509101_I23 1 0.000 0.993 1.00 0.00
#> HP1509101_L24 1 0.000 0.993 1.00 0.00
#> HP1509101_M10 1 0.000 0.993 1.00 0.00
#> HP1509101_O12 1 0.000 0.993 1.00 0.00
#> HP1504901_P10 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_M21 1 0.000 0.993 1.00 0.00
#> HP1526901T2D_H23 1 0.000 0.993 1.00 0.00
#> HP1526901T2D_M15 1 0.000 0.993 1.00 0.00
#> HP1526901T2D_M4 1 0.000 0.993 1.00 0.00
#> HP1526901T2D_G13 1 0.000 0.993 1.00 0.00
#> HP1526901T2D_A7 1 0.000 0.993 1.00 0.00
#> HP1526901T2D_N23 1 0.000 0.993 1.00 0.00
#> HP1526901T2D_K10 1 0.000 0.993 1.00 0.00
#> HP1526901T2D_N1 1 0.000 0.993 1.00 0.00
#> HP1526901T2D_M1 1 0.000 0.993 1.00 0.00
#> HP1526901T2D_L23 1 0.000 0.993 1.00 0.00
#> HP1526901T2D_L21 1 0.000 0.993 1.00 0.00
#> HP1526901T2D_M23 1 0.000 0.993 1.00 0.00
#> HP1526901T2D_K7 1 0.000 0.993 1.00 0.00
#> HP1526901T2D_M7 1 0.000 0.993 1.00 0.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1502401_C14 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_E14 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_L14 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_M14 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_K14 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_M6 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_F15 2 0.6126 0.319 0.00 0.60 0.40
#> HP1502401_L21 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_F10 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_K22 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_I22 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_M18 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_O12 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_L23 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_G24 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_A24 3 0.5706 0.549 0.00 0.32 0.68
#> HP1504101T2D_N17 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_N8 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_G1 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_M19 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_O16 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_E16 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_A12 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_D5 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_J15 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_N7 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_O16 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_M5 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_I20 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_G4 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_H15 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_H8 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_K24 3 0.2959 0.877 0.00 0.10 0.90
#> HP1504101T2D_H14 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_A7 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_O2 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_J21 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_J13 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_J8 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_N15 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_D2 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_L2 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_I24 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_J18 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_J1 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_H3 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_B6 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_I15 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_I4 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_J23 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_F7 3 0.3686 0.826 0.14 0.00 0.86
#> HP1504101T2D_I5 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_P14 1 0.1529 0.957 0.96 0.00 0.04
#> HP1504101T2D_A20 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_C17 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_L2 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_L23 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_F19 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_O22 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_H5 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_F22 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_J2 3 0.1529 0.931 0.04 0.00 0.96
#> HP1502401_A18 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_A19 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_G2 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_J11 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_K22 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_L12 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_H2 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_G17 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_N1 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_N19 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_I17 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_E7 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_E18 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_D7 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_K9 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_L21 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_N12 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_B16 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_E23 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_L15 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_D17 2 0.2066 0.928 0.00 0.94 0.06
#> HP1504101T2D_A4 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_H9 3 0.2537 0.895 0.00 0.08 0.92
#> HP1504101T2D_A5 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_K23 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_C18 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_K24 3 0.6280 0.172 0.00 0.46 0.54
#> HP1502401_H4 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_L11 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_C8 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_I18 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_P2 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_N10 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_I14 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_C6 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_M24 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_P9 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_G24 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_E21 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_J6 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_M7 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_M21 2 0.3686 0.833 0.00 0.86 0.14
#> HP1504101T2D_D19 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_E24 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_K4 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_I6 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_N9 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_C16 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_M7 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_E4 2 0.4291 0.776 0.00 0.82 0.18
#> HP1502401_G4 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_I16 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_O6 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_D18 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_F2 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_E6 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_I15 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_B21 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_D3 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_O18 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_E14 3 0.5016 0.697 0.00 0.24 0.76
#> HP1504101T2D_C18 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_B11 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_C4 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_C15 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_F12 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_C22 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_C10 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_G11 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_E19 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_P24 3 0.2537 0.893 0.08 0.00 0.92
#> HP1502401_J10 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_D13 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_D6 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_F12 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_C14 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_H20 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_E9 2 0.0892 0.969 0.00 0.98 0.02
#> HP1502401_A4 2 0.2959 0.883 0.00 0.90 0.10
#> HP1504101T2D_G12 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_K5 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_N13 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_M2 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_J20 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_L8 2 0.2537 0.906 0.00 0.92 0.08
#> HP1504101T2D_L7 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_O23 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_B5 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_E6 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_J18 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_M1 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_J4 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_B17 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_N20 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_M24 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_G20 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_G22 1 0.0000 0.998 1.00 0.00 0.00
#> HP1504101T2D_P17 2 0.2066 0.928 0.00 0.94 0.06
#> HP1502401_D20 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_G7 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_D16 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_G14 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_G10 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_M1 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_A13 3 0.2959 0.876 0.00 0.10 0.90
#> HP1502401_M19 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_K12 3 0.1529 0.931 0.04 0.00 0.96
#> HP1504101T2D_D21 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_G19 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_K6 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_K2 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_B18 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_M2 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_M9 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_K16 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_E17 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_M23 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_O14 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_P22 2 0.5835 0.477 0.00 0.66 0.34
#> HP1504101T2D_H6 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_L10 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_M10 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_I1 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_L11 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_L22 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_G8 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_O22 2 0.0892 0.968 0.00 0.98 0.02
#> HP1504101T2D_M5 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_B21 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_D24 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_G22 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_J7 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_A6 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_I8 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_C21 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_O4 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_D24 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_L15 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_P21 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_A12 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_E10 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_O9 2 0.0892 0.968 0.00 0.98 0.02
#> HP1504101T2D_N1 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_H23 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_G5 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_H20 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_I23 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_O20 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_D9 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_B5 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_H24 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_A6 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_O20 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_E15 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_O7 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_B7 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_C5 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_L24 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_B12 3 0.2537 0.893 0.08 0.00 0.92
#> HP1504101T2D_N24 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_H2 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_A2 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_N22 3 0.2959 0.876 0.00 0.10 0.90
#> HP1504101T2D_E22 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_L1 3 0.4002 0.812 0.00 0.16 0.84
#> HP1504101T2D_C20 2 0.5216 0.643 0.00 0.74 0.26
#> HP1504101T2D_L4 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_P7 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_O10 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_E21 1 0.0000 0.998 1.00 0.00 0.00
#> HP1504101T2D_K20 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_I22 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_M20 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_K17 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_L10 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_J3 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_A24 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_M11 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_H21 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_F23 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_O3 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_J20 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_L3 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_P11 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_G21 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_F3 2 0.2959 0.883 0.00 0.90 0.10
#> HP1504101T2D_J1 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_M21 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_P5 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_K21 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_N8 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_C20 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_G23 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_H16 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_D23 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_N6 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_L20 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_N20 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_E11 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_D12 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_H22 3 0.3340 0.856 0.00 0.12 0.88
#> HP1502401_F20 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_B13 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_F19 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_F13 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_B16 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_H24 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_H19 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_L1 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_I24 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_P12 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_C16 1 0.0892 0.978 0.98 0.00 0.02
#> HP1502401_A17 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_A8 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_H15 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_J22 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_F21 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_H1 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_O11 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_M23 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_J5 3 0.0892 0.948 0.02 0.00 0.98
#> HP1502401_I23 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_F10 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_J24 2 0.4002 0.806 0.00 0.84 0.16
#> HP1504101T2D_D5 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_O23 3 0.0000 0.963 0.00 0.00 1.00
#> HP1502401_N3 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_L18 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_F20 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_K18 3 0.0000 0.963 0.00 0.00 1.00
#> HP1504101T2D_P18 3 0.5706 0.547 0.00 0.32 0.68
#> HP1504101T2D_L19 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_N5 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_N19 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_A23 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_D6 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_K20 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_N16 2 0.0000 0.987 0.00 1.00 0.00
#> HP1502401_B23 2 0.0000 0.987 0.00 1.00 0.00
#> HP1504101T2D_A18 2 0.6192 0.257 0.00 0.58 0.42
#> HP1504101T2D_F16 3 0.0000 0.963 0.00 0.00 1.00
#> AZ_B9 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_A6 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_B1 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_C1 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_A11 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_C2 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_B11 3 0.4002 0.800 0.16 0.00 0.84
#> AZ_B12 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_B2 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_B3 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_A10 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_B5 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_E12 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_E4 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_G6 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_E2 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_D8 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_E7 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_C8 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_E5 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_F4 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_F7 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_C5 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_D7 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_D4 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_E8 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_F1 2 0.0000 0.987 0.00 1.00 0.00
#> AZ_F8 2 0.0000 0.987 0.00 1.00 0.00
#> HP1508501T2D_A3 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_O1 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_L13 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_P7 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_B15 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_D2 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_H11 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_G15 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_J21 2 0.5216 0.634 0.26 0.74 0.00
#> HP1508501T2D_A13 2 0.0000 0.987 0.00 1.00 0.00
#> HP1508501T2D_D17 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_F17 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_A19 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_H2 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_I8 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_L6 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_F16 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_L14 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_G10 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_P3 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_H4 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_E18 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_G11 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_H6 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_I18 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_B21 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_E22 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_B8 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_I16 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_H18 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_H3 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_C10 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_J17 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_C23 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_K17 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_D3 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_D16 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_G24 1 0.4291 0.730 0.82 0.18 0.00
#> HP1508501T2D_P8 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_N18 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_I22 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_J20 2 0.0000 0.987 0.00 1.00 0.00
#> HP1508501T2D_J4 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_F7 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_E19 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_J12 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_N4 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_J3 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_D21 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_E23 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_D14 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_F18 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_L17 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_D15 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_P1 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_M12 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_K19 2 0.3340 0.843 0.12 0.88 0.00
#> HP1508501T2D_J6 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_B12 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_K14 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_H21 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_F2 2 0.5397 0.601 0.28 0.72 0.00
#> HP1508501T2D_J8 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_A14 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_A12 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_B3 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_J1 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_F20 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_D8 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_D10 1 0.0000 0.998 1.00 0.00 0.00
#> HP1508501T2D_E13 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_F8 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_N20 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_E15 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_E12 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_B4 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_P20 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_N4 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_I17 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_F18 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_O10 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_C4 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_A21 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_I11 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_C5 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_F22 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_G5 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_K21 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_L23 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_F17 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_P14 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_G24 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_A17 1 0.0000 0.998 1.00 0.00 0.00
#> HP1506401_B8 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_C2 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_I2 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_M2 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_F7 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_D14 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_O16 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_N21 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_I17 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_J8 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_H1 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_G12 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_G14 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_H15 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_G18 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_I13 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_J11 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_C4 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_C10 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_I11 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_B15 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_J13 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_A4 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_P5 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_E10 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_D8 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_F8 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_N4 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_H6 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_G8 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_D18 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_N1 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_J2 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_H12 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_I6 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_J17 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_F1 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_J3 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_J5 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_I20 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_H5 1 0.0000 0.998 1.00 0.00 0.00
#> HP1507101_P3 1 0.0000 0.998 1.00 0.00 0.00
#> HP1509101_D18 1 0.0000 0.998 1.00 0.00 0.00
#> HP1509101_G23 1 0.0000 0.998 1.00 0.00 0.00
#> HP1509101_O9 1 0.0000 0.998 1.00 0.00 0.00
#> HP1509101_D8 1 0.0000 0.998 1.00 0.00 0.00
#> HP1509101_H22 1 0.0000 0.998 1.00 0.00 0.00
#> HP1509101_H24 1 0.0000 0.998 1.00 0.00 0.00
#> HP1509101_H23 1 0.0000 0.998 1.00 0.00 0.00
#> HP1509101_F21 1 0.0000 0.998 1.00 0.00 0.00
#> HP1509101_P18 1 0.0000 0.998 1.00 0.00 0.00
#> HP1509101_B20 1 0.0000 0.998 1.00 0.00 0.00
#> HP1509101_N18 1 0.0000 0.998 1.00 0.00 0.00
#> HP1509101_N17 1 0.0000 0.998 1.00 0.00 0.00
#> HP1509101_F19 1 0.0000 0.998 1.00 0.00 0.00
#> HP1509101_I23 1 0.0000 0.998 1.00 0.00 0.00
#> HP1509101_L24 1 0.0000 0.998 1.00 0.00 0.00
#> HP1509101_M10 1 0.0000 0.998 1.00 0.00 0.00
#> HP1509101_O12 1 0.0000 0.998 1.00 0.00 0.00
#> HP1504901_P10 2 0.0000 0.987 0.00 1.00 0.00
#> HP1526901T2D_M21 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_H23 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_M15 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_M4 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_G13 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_A7 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_N23 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_K10 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_N1 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_M1 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_L23 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_L21 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_M23 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_K7 1 0.0000 0.998 1.00 0.00 0.00
#> HP1526901T2D_M7 1 0.0000 0.998 1.00 0.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1502401_C14 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_E14 2 0.2921 0.74621 0.00 0.86 0.00 0.14
#> HP1502401_L14 2 0.4994 -0.09956 0.00 0.52 0.00 0.48
#> HP1502401_M14 2 0.2647 0.77399 0.00 0.88 0.00 0.12
#> HP1502401_K14 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_M6 2 0.1637 0.81363 0.00 0.94 0.00 0.06
#> HP1504101T2D_F15 4 0.7346 0.51419 0.00 0.28 0.20 0.52
#> HP1502401_L21 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_F10 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1502401_K22 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_I22 2 0.1637 0.81209 0.00 0.94 0.00 0.06
#> HP1504101T2D_M18 3 0.0707 0.75205 0.00 0.00 0.98 0.02
#> HP1504101T2D_O12 2 0.1637 0.80555 0.00 0.94 0.00 0.06
#> HP1504101T2D_L23 2 0.4713 0.41601 0.00 0.64 0.00 0.36
#> HP1502401_G24 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_A24 4 0.7135 0.41130 0.00 0.20 0.24 0.56
#> HP1504101T2D_N17 2 0.4790 0.39813 0.00 0.62 0.00 0.38
#> HP1502401_N8 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_G1 3 0.0000 0.75679 0.00 0.00 1.00 0.00
#> HP1504101T2D_M19 3 0.0000 0.75679 0.00 0.00 1.00 0.00
#> HP1502401_O16 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_E16 2 0.1211 0.81696 0.00 0.96 0.00 0.04
#> HP1502401_A12 2 0.2011 0.80150 0.00 0.92 0.00 0.08
#> HP1502401_D5 2 0.1211 0.81105 0.00 0.96 0.00 0.04
#> HP1504101T2D_J15 4 0.4855 0.32905 0.00 0.40 0.00 0.60
#> HP1504101T2D_N7 2 0.4907 0.30742 0.00 0.58 0.00 0.42
#> HP1504101T2D_O16 3 0.0000 0.75679 0.00 0.00 1.00 0.00
#> HP1502401_M5 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_I20 3 0.0000 0.75679 0.00 0.00 1.00 0.00
#> HP1504101T2D_G4 4 0.4522 0.06132 0.00 0.00 0.32 0.68
#> HP1502401_H15 2 0.1211 0.82244 0.00 0.96 0.00 0.04
#> HP1502401_H8 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_K24 3 0.5767 0.37293 0.00 0.06 0.66 0.28
#> HP1504101T2D_H14 4 0.2921 0.65241 0.00 0.14 0.00 0.86
#> HP1502401_A7 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_O2 2 0.2706 0.77568 0.00 0.90 0.02 0.08
#> HP1502401_J21 2 0.1211 0.82244 0.00 0.96 0.00 0.04
#> HP1504101T2D_J13 2 0.4713 0.40221 0.00 0.64 0.00 0.36
#> HP1502401_J8 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_N15 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_D2 2 0.4948 0.25351 0.00 0.56 0.00 0.44
#> HP1504101T2D_L2 2 0.4713 0.44235 0.00 0.64 0.00 0.36
#> HP1504101T2D_I24 3 0.0707 0.75201 0.00 0.00 0.98 0.02
#> HP1504101T2D_J18 4 0.4406 0.58362 0.00 0.30 0.00 0.70
#> HP1502401_J1 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> HP1502401_H3 2 0.1211 0.82244 0.00 0.96 0.00 0.04
#> HP1504101T2D_B6 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1502401_I15 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_I4 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1502401_J23 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> HP1504101T2D_F7 3 0.4936 0.52245 0.28 0.00 0.70 0.02
#> HP1504101T2D_I5 3 0.0000 0.75679 0.00 0.00 1.00 0.00
#> HP1504101T2D_P14 1 0.4624 0.45829 0.66 0.00 0.34 0.00
#> HP1504101T2D_A20 4 0.2647 0.64641 0.00 0.12 0.00 0.88
#> HP1504101T2D_C17 4 0.4977 -0.24669 0.00 0.00 0.46 0.54
#> HP1502401_L2 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_L23 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_F19 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_O22 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_H5 2 0.4277 0.54992 0.00 0.72 0.00 0.28
#> HP1504101T2D_F22 2 0.3400 0.70684 0.00 0.82 0.00 0.18
#> HP1504101T2D_J2 3 0.1913 0.74952 0.04 0.00 0.94 0.02
#> HP1502401_A18 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_A19 3 0.2011 0.72326 0.00 0.00 0.92 0.08
#> HP1504101T2D_G2 3 0.0000 0.75679 0.00 0.00 1.00 0.00
#> HP1504101T2D_J11 2 0.4977 0.16738 0.00 0.54 0.00 0.46
#> HP1504101T2D_K22 3 0.0707 0.75606 0.00 0.00 0.98 0.02
#> HP1502401_L12 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_H2 2 0.2647 0.77322 0.00 0.88 0.00 0.12
#> HP1504101T2D_G17 2 0.4855 0.31493 0.00 0.60 0.00 0.40
#> HP1502401_N1 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> HP1504101T2D_N19 3 0.4406 0.47039 0.00 0.00 0.70 0.30
#> HP1504101T2D_I17 4 0.4406 0.55915 0.00 0.30 0.00 0.70
#> HP1502401_E7 3 0.5606 0.38424 0.00 0.02 0.50 0.48
#> HP1504101T2D_E18 4 0.3400 0.64663 0.00 0.18 0.00 0.82
#> HP1504101T2D_D7 2 0.5957 0.19292 0.00 0.54 0.04 0.42
#> HP1502401_K9 2 0.1211 0.81261 0.00 0.96 0.00 0.04
#> HP1504101T2D_L21 2 0.5793 0.34937 0.00 0.60 0.04 0.36
#> HP1504101T2D_N12 2 0.4948 0.19467 0.00 0.56 0.00 0.44
#> HP1504101T2D_B16 2 0.3801 0.66796 0.00 0.78 0.00 0.22
#> HP1504101T2D_E23 3 0.3801 0.61346 0.00 0.00 0.78 0.22
#> HP1504101T2D_L15 4 0.3172 0.63912 0.00 0.16 0.00 0.84
#> HP1504101T2D_D17 4 0.3606 0.63050 0.00 0.14 0.02 0.84
#> HP1504101T2D_A4 4 0.4855 -0.17338 0.00 0.00 0.40 0.60
#> HP1504101T2D_H9 4 0.5173 0.34357 0.00 0.02 0.32 0.66
#> HP1504101T2D_A5 2 0.4855 0.36181 0.00 0.60 0.00 0.40
#> HP1504101T2D_K23 3 0.0707 0.75606 0.00 0.00 0.98 0.02
#> HP1502401_C18 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_K24 4 0.6500 0.45337 0.00 0.26 0.12 0.62
#> HP1502401_H4 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_L11 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_C8 2 0.3610 0.64022 0.00 0.80 0.00 0.20
#> HP1504101T2D_I18 4 0.4948 0.19293 0.00 0.44 0.00 0.56
#> HP1504101T2D_P2 4 0.4624 0.49990 0.00 0.34 0.00 0.66
#> HP1504101T2D_N10 2 0.3975 0.63917 0.00 0.76 0.00 0.24
#> HP1504101T2D_I14 2 0.3610 0.68769 0.00 0.80 0.00 0.20
#> HP1502401_C6 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_M24 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_P9 4 0.2921 0.65241 0.00 0.14 0.00 0.86
#> HP1504101T2D_G24 3 0.0000 0.75679 0.00 0.00 1.00 0.00
#> HP1502401_E21 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_J6 3 0.0707 0.75201 0.00 0.00 0.98 0.02
#> HP1502401_M7 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> HP1504101T2D_M21 3 0.7922 -0.36528 0.00 0.32 0.34 0.34
#> HP1504101T2D_D19 3 0.0000 0.75679 0.00 0.00 1.00 0.00
#> HP1504101T2D_E24 2 0.2345 0.78119 0.00 0.90 0.00 0.10
#> HP1504101T2D_K4 2 0.5570 0.13334 0.00 0.54 0.02 0.44
#> HP1502401_I6 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_N9 2 0.4522 0.52285 0.00 0.68 0.00 0.32
#> HP1502401_C16 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_M7 3 0.3610 0.63566 0.00 0.00 0.80 0.20
#> HP1504101T2D_E4 4 0.2706 0.60640 0.00 0.08 0.02 0.90
#> HP1502401_G4 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> HP1504101T2D_I16 2 0.4624 0.47067 0.00 0.66 0.00 0.34
#> HP1504101T2D_O6 3 0.1637 0.73509 0.00 0.00 0.94 0.06
#> HP1504101T2D_D18 3 0.3400 0.70015 0.00 0.00 0.82 0.18
#> HP1504101T2D_F2 3 0.4472 0.59156 0.22 0.00 0.76 0.02
#> HP1504101T2D_E6 2 0.4406 0.54057 0.00 0.70 0.00 0.30
#> HP1504101T2D_I15 4 0.3172 0.63912 0.00 0.16 0.00 0.84
#> HP1502401_B21 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1502401_D3 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_O18 2 0.3801 0.62272 0.00 0.78 0.00 0.22
#> HP1504101T2D_E14 4 0.3335 0.48587 0.00 0.02 0.12 0.86
#> HP1504101T2D_C18 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> HP1504101T2D_B11 2 0.4948 0.17438 0.00 0.56 0.00 0.44
#> HP1504101T2D_C4 2 0.3610 0.68871 0.00 0.80 0.00 0.20
#> HP1504101T2D_C15 4 0.2647 0.44850 0.00 0.00 0.12 0.88
#> HP1502401_F12 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> HP1504101T2D_C22 3 0.3172 0.67183 0.00 0.00 0.84 0.16
#> HP1502401_C10 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1502401_G11 2 0.4277 0.56217 0.00 0.72 0.00 0.28
#> HP1502401_E19 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> HP1504101T2D_P24 3 0.4134 0.55250 0.26 0.00 0.74 0.00
#> HP1502401_J10 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_D13 2 0.4406 0.54437 0.00 0.70 0.00 0.30
#> HP1502401_D6 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_F12 2 0.4948 0.22157 0.00 0.56 0.00 0.44
#> HP1504101T2D_C14 2 0.4277 0.58258 0.00 0.72 0.00 0.28
#> HP1504101T2D_H20 2 0.3801 0.65964 0.00 0.78 0.00 0.22
#> HP1504101T2D_E9 4 0.2921 0.64022 0.00 0.14 0.00 0.86
#> HP1502401_A4 2 0.5106 0.47575 0.00 0.72 0.24 0.04
#> HP1504101T2D_G12 4 0.5000 0.04393 0.00 0.50 0.00 0.50
#> HP1502401_K5 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_N13 4 0.2647 0.64641 0.00 0.12 0.00 0.88
#> HP1502401_M2 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1502401_J20 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_L8 4 0.7888 0.37506 0.00 0.30 0.32 0.38
#> HP1504101T2D_L7 2 0.4277 0.57147 0.00 0.72 0.00 0.28
#> HP1502401_O23 2 0.4079 0.61039 0.00 0.80 0.18 0.02
#> HP1502401_B5 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_E6 2 0.4522 0.45534 0.00 0.68 0.00 0.32
#> HP1502401_J18 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_M1 2 0.1211 0.82244 0.00 0.96 0.00 0.04
#> HP1502401_J4 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_B17 3 0.3801 0.67472 0.00 0.00 0.78 0.22
#> HP1504101T2D_N20 2 0.4855 0.31124 0.00 0.60 0.00 0.40
#> HP1504101T2D_M24 2 0.5570 0.18268 0.00 0.54 0.02 0.44
#> HP1502401_G20 2 0.2345 0.75952 0.00 0.90 0.00 0.10
#> HP1504101T2D_G22 1 0.2647 0.85676 0.88 0.00 0.12 0.00
#> HP1504101T2D_P17 4 0.5594 0.62836 0.00 0.18 0.10 0.72
#> HP1502401_D20 2 0.1637 0.81454 0.00 0.94 0.00 0.06
#> HP1502401_G7 2 0.1211 0.82244 0.00 0.96 0.00 0.04
#> HP1502401_D16 2 0.1637 0.81363 0.00 0.94 0.00 0.06
#> HP1504101T2D_G14 4 0.5606 0.05748 0.00 0.48 0.02 0.50
#> HP1504101T2D_G10 3 0.4977 0.13842 0.00 0.00 0.54 0.46
#> HP1504101T2D_M1 3 0.4907 0.49803 0.00 0.00 0.58 0.42
#> HP1504101T2D_A13 4 0.2921 0.44810 0.00 0.00 0.14 0.86
#> HP1502401_M19 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_K12 3 0.4841 0.67847 0.08 0.00 0.78 0.14
#> HP1504101T2D_D21 3 0.4994 0.41023 0.00 0.00 0.52 0.48
#> HP1504101T2D_G19 3 0.2345 0.71978 0.00 0.00 0.90 0.10
#> HP1502401_K6 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_K2 2 0.1211 0.82244 0.00 0.96 0.00 0.04
#> HP1504101T2D_B18 3 0.4790 0.54589 0.00 0.00 0.62 0.38
#> HP1504101T2D_M2 2 0.3610 0.69656 0.00 0.80 0.00 0.20
#> HP1504101T2D_M9 2 0.4994 0.02542 0.00 0.52 0.00 0.48
#> HP1502401_K16 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_E17 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_M23 2 0.1211 0.82244 0.00 0.96 0.00 0.04
#> HP1504101T2D_O14 4 0.3610 0.42424 0.00 0.00 0.20 0.80
#> HP1504101T2D_P22 4 0.6797 0.50817 0.00 0.16 0.24 0.60
#> HP1504101T2D_H6 2 0.1211 0.82382 0.00 0.96 0.00 0.04
#> HP1502401_L10 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_M10 3 0.0707 0.75205 0.00 0.00 0.98 0.02
#> HP1502401_I1 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_L11 2 0.3975 0.63168 0.00 0.76 0.00 0.24
#> HP1502401_L22 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_G8 2 0.1211 0.82244 0.00 0.96 0.00 0.04
#> HP1504101T2D_O22 2 0.7028 0.22488 0.00 0.56 0.16 0.28
#> HP1504101T2D_M5 2 0.4977 0.16944 0.00 0.54 0.00 0.46
#> HP1504101T2D_B21 3 0.2011 0.74513 0.00 0.00 0.92 0.08
#> HP1502401_D24 2 0.1211 0.82244 0.00 0.96 0.00 0.04
#> HP1502401_G22 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_J7 4 0.4855 0.35822 0.00 0.40 0.00 0.60
#> HP1504101T2D_A6 2 0.2011 0.79159 0.00 0.92 0.00 0.08
#> HP1504101T2D_I8 4 0.5636 0.60847 0.00 0.26 0.06 0.68
#> HP1504101T2D_C21 3 0.4948 0.47010 0.00 0.00 0.56 0.44
#> HP1502401_O4 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_D24 3 0.3525 0.72924 0.04 0.00 0.86 0.10
#> HP1502401_L15 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_P21 2 0.3610 0.68851 0.00 0.80 0.00 0.20
#> HP1504101T2D_A12 2 0.4994 0.10959 0.00 0.52 0.00 0.48
#> HP1502401_E10 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_O9 4 0.4553 0.65257 0.00 0.18 0.04 0.78
#> HP1504101T2D_N1 4 0.4855 0.33192 0.00 0.40 0.00 0.60
#> HP1504101T2D_H23 2 0.1211 0.81696 0.00 0.96 0.00 0.04
#> HP1502401_G5 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1502401_H20 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_I23 3 0.2921 0.72004 0.00 0.00 0.86 0.14
#> HP1502401_O20 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_D9 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> HP1504101T2D_B5 3 0.4977 0.44248 0.00 0.00 0.54 0.46
#> HP1502401_H24 2 0.1211 0.82244 0.00 0.96 0.00 0.04
#> HP1502401_A6 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_O20 2 0.5594 0.17316 0.00 0.52 0.02 0.46
#> HP1504101T2D_E15 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> HP1502401_O7 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_B7 2 0.4713 0.40696 0.00 0.64 0.00 0.36
#> HP1502401_C5 2 0.2921 0.72369 0.00 0.86 0.00 0.14
#> HP1504101T2D_L24 3 0.3335 0.69344 0.12 0.00 0.86 0.02
#> HP1504101T2D_B12 3 0.5271 0.45726 0.34 0.00 0.64 0.02
#> HP1504101T2D_N24 3 0.4855 0.32825 0.00 0.00 0.60 0.40
#> HP1504101T2D_H2 2 0.4713 0.40321 0.00 0.64 0.00 0.36
#> HP1502401_A2 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_N22 3 0.6831 -0.05715 0.00 0.10 0.48 0.42
#> HP1504101T2D_E22 2 0.2011 0.78944 0.00 0.92 0.00 0.08
#> HP1504101T2D_L1 4 0.3037 0.50034 0.00 0.02 0.10 0.88
#> HP1504101T2D_C20 3 0.7497 -0.05654 0.00 0.26 0.50 0.24
#> HP1504101T2D_L4 2 0.2647 0.76385 0.00 0.88 0.00 0.12
#> HP1504101T2D_P7 2 0.6586 0.06135 0.00 0.50 0.08 0.42
#> HP1504101T2D_O10 2 0.4855 0.36181 0.00 0.60 0.00 0.40
#> HP1504101T2D_E21 1 0.2647 0.85441 0.88 0.00 0.12 0.00
#> HP1504101T2D_K20 3 0.1637 0.74024 0.06 0.00 0.94 0.00
#> HP1504101T2D_I22 2 0.4277 0.57511 0.00 0.72 0.00 0.28
#> HP1502401_M20 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> HP1504101T2D_K17 3 0.2011 0.73787 0.00 0.00 0.92 0.08
#> HP1504101T2D_L10 2 0.4790 0.36703 0.00 0.62 0.00 0.38
#> HP1504101T2D_J3 4 0.4134 0.63954 0.00 0.26 0.00 0.74
#> HP1502401_A24 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_M11 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_H21 4 0.4855 0.08785 0.00 0.00 0.40 0.60
#> HP1502401_F23 3 0.0000 0.75679 0.00 0.00 1.00 0.00
#> HP1504101T2D_O3 2 0.4713 0.44706 0.00 0.64 0.00 0.36
#> HP1504101T2D_J20 3 0.1211 0.75012 0.04 0.00 0.96 0.00
#> HP1504101T2D_L3 4 0.4977 0.19676 0.00 0.46 0.00 0.54
#> HP1504101T2D_P11 2 0.4790 0.36806 0.00 0.62 0.00 0.38
#> HP1504101T2D_G21 3 0.0707 0.75606 0.00 0.00 0.98 0.02
#> HP1504101T2D_F3 4 0.2921 0.65262 0.00 0.14 0.00 0.86
#> HP1504101T2D_J1 2 0.4994 0.11591 0.00 0.52 0.00 0.48
#> HP1502401_M21 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_P5 4 0.4134 0.64306 0.00 0.26 0.00 0.74
#> HP1502401_K21 3 0.0000 0.75679 0.00 0.00 1.00 0.00
#> HP1504101T2D_N8 3 0.2011 0.72320 0.00 0.00 0.92 0.08
#> HP1502401_C20 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_G23 2 0.4977 0.18200 0.00 0.54 0.00 0.46
#> HP1502401_H16 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_D23 3 0.4907 0.49410 0.00 0.00 0.58 0.42
#> HP1504101T2D_N6 2 0.4855 0.34874 0.00 0.60 0.00 0.40
#> HP1502401_L20 3 0.1411 0.75527 0.02 0.00 0.96 0.02
#> HP1502401_N20 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_E11 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_D12 3 0.5767 0.61043 0.06 0.00 0.66 0.28
#> HP1504101T2D_H22 4 0.5793 0.31958 0.00 0.04 0.36 0.60
#> HP1502401_F20 2 0.4227 0.67212 0.00 0.82 0.12 0.06
#> HP1504101T2D_B13 2 0.4522 0.51703 0.00 0.68 0.00 0.32
#> HP1504101T2D_F19 2 0.2647 0.76624 0.00 0.88 0.00 0.12
#> HP1504101T2D_F13 3 0.4790 0.54487 0.00 0.00 0.62 0.38
#> HP1502401_B16 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_H24 3 0.3853 0.65627 0.16 0.00 0.82 0.02
#> HP1502401_H19 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1502401_L1 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> HP1502401_I24 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> HP1504101T2D_P12 4 0.2921 0.65262 0.00 0.14 0.00 0.86
#> HP1504101T2D_C16 1 0.4277 0.58510 0.72 0.00 0.28 0.00
#> HP1502401_A17 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_A8 2 0.6554 0.13619 0.00 0.52 0.08 0.40
#> HP1504101T2D_H15 4 0.4713 0.45464 0.00 0.36 0.00 0.64
#> HP1504101T2D_J22 3 0.3853 0.65689 0.16 0.00 0.82 0.02
#> HP1502401_F21 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1502401_H1 2 0.1211 0.82244 0.00 0.96 0.00 0.04
#> HP1504101T2D_O11 3 0.4624 0.58605 0.00 0.00 0.66 0.34
#> HP1504101T2D_M23 3 0.0000 0.75679 0.00 0.00 1.00 0.00
#> HP1504101T2D_J5 3 0.6150 0.41861 0.36 0.00 0.58 0.06
#> HP1502401_I23 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1502401_F10 2 0.1211 0.82244 0.00 0.96 0.00 0.04
#> HP1504101T2D_J24 4 0.7738 0.44196 0.00 0.30 0.26 0.44
#> HP1504101T2D_D5 2 0.5000 0.02894 0.00 0.50 0.00 0.50
#> HP1504101T2D_O23 4 0.4977 -0.31871 0.00 0.00 0.46 0.54
#> HP1502401_N3 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_L18 2 0.4713 0.42943 0.00 0.64 0.00 0.36
#> HP1504101T2D_F20 3 0.4406 0.61912 0.00 0.00 0.70 0.30
#> HP1504101T2D_K18 3 0.0707 0.75606 0.00 0.00 0.98 0.02
#> HP1504101T2D_P18 3 0.7855 -0.24850 0.00 0.30 0.40 0.30
#> HP1504101T2D_L19 2 0.1637 0.81363 0.00 0.94 0.00 0.06
#> HP1504101T2D_N5 2 0.4790 0.38529 0.00 0.62 0.00 0.38
#> HP1502401_N19 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_A23 2 0.4855 0.33668 0.00 0.60 0.00 0.40
#> HP1504101T2D_D6 2 0.4948 0.21989 0.00 0.56 0.00 0.44
#> HP1502401_K20 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> HP1504101T2D_N16 4 0.3801 0.62928 0.00 0.22 0.00 0.78
#> HP1502401_B23 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1504101T2D_A18 4 0.3037 0.62193 0.00 0.10 0.02 0.88
#> HP1504101T2D_F16 4 0.5062 0.13856 0.00 0.02 0.30 0.68
#> AZ_B9 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> AZ_A6 2 0.1637 0.81363 0.00 0.94 0.00 0.06
#> AZ_B1 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> AZ_C1 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> AZ_A11 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> AZ_C2 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> AZ_B11 3 0.1913 0.74116 0.04 0.00 0.94 0.02
#> AZ_B12 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> AZ_B2 2 0.2011 0.79040 0.00 0.92 0.00 0.08
#> AZ_B3 2 0.2830 0.76055 0.00 0.90 0.06 0.04
#> AZ_A10 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> AZ_B5 2 0.4731 0.60285 0.00 0.78 0.16 0.06
#> AZ_E12 2 0.0707 0.82846 0.00 0.98 0.00 0.02
#> AZ_E4 2 0.2011 0.80399 0.00 0.92 0.00 0.08
#> AZ_G6 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> AZ_E2 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> AZ_D8 2 0.3610 0.63010 0.00 0.80 0.00 0.20
#> AZ_E7 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> AZ_C8 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> AZ_E5 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> AZ_F4 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> AZ_F7 2 0.1411 0.81005 0.00 0.96 0.02 0.02
#> AZ_C5 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> AZ_D7 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> AZ_D4 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> AZ_E8 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> AZ_F1 2 0.0707 0.82022 0.00 0.98 0.00 0.02
#> AZ_F8 2 0.0000 0.82783 0.00 1.00 0.00 0.00
#> HP1508501T2D_A3 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_O1 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_L13 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_P7 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_B15 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_D2 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_H11 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_G15 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_J21 4 0.4553 0.63827 0.04 0.18 0.00 0.78
#> HP1508501T2D_A13 2 0.4624 0.47133 0.00 0.66 0.00 0.34
#> HP1508501T2D_D17 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_F17 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_A19 1 0.0707 0.97248 0.98 0.00 0.00 0.02
#> HP1508501T2D_H2 1 0.1637 0.94059 0.94 0.00 0.00 0.06
#> HP1508501T2D_I8 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_L6 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_F16 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_L14 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_G10 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_P3 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_H4 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_E18 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_G11 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_H6 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_I18 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_B21 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_E22 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_B8 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_I16 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_H18 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_H3 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_C10 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_J17 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_C23 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_K17 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_D3 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_D16 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_G24 1 0.7040 -0.05068 0.46 0.12 0.00 0.42
#> HP1508501T2D_P8 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_N18 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_I22 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_J20 2 0.4994 -0.00117 0.00 0.52 0.00 0.48
#> HP1508501T2D_J4 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_F7 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_E19 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_J12 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_N4 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_J3 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_D21 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_E23 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_D14 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_F18 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_L17 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_D15 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_P1 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_M12 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_K19 2 0.6262 0.04786 0.06 0.54 0.00 0.40
#> HP1508501T2D_J6 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_B12 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_K14 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_H21 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_F2 4 0.4949 0.62650 0.06 0.18 0.00 0.76
#> HP1508501T2D_J8 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_A14 1 0.0707 0.97248 0.98 0.00 0.00 0.02
#> HP1508501T2D_A12 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_B3 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_J1 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_F20 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_D8 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1508501T2D_D10 1 0.1211 0.95844 0.96 0.00 0.00 0.04
#> HP1508501T2D_E13 1 0.0707 0.97248 0.98 0.00 0.00 0.02
#> HP1506401_F8 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_N20 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_E15 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_E12 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_B4 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_P20 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_N4 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_I17 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_F18 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_O10 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_C4 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_A21 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_I11 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_C5 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_F22 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_G5 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_K21 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_L23 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_F17 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_P14 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_G24 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_A17 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1506401_B8 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_C2 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_I2 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_M2 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_F7 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_D14 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_O16 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_N21 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_I17 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_J8 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_H1 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_G12 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_G14 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_H15 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_G18 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_I13 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_J11 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_C4 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_C10 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_I11 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_B15 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_J13 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_A4 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_P5 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_E10 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_D8 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_F8 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_N4 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_H6 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_G8 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_D18 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_N1 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_J2 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_H12 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_I6 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_J17 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_F1 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_J3 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_J5 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_I20 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_H5 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1507101_P3 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1509101_D18 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1509101_G23 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1509101_O9 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1509101_D8 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1509101_H22 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1509101_H24 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1509101_H23 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1509101_F21 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1509101_P18 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1509101_B20 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1509101_N18 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1509101_N17 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1509101_F19 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1509101_I23 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1509101_L24 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1509101_M10 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1509101_O12 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1504901_P10 2 0.1637 0.81363 0.00 0.94 0.00 0.06
#> HP1526901T2D_M21 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1526901T2D_H23 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1526901T2D_M15 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1526901T2D_M4 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1526901T2D_G13 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1526901T2D_A7 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1526901T2D_N23 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1526901T2D_K10 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1526901T2D_N1 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1526901T2D_M1 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1526901T2D_L23 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1526901T2D_L21 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1526901T2D_M23 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1526901T2D_K7 1 0.0000 0.98570 1.00 0.00 0.00 0.00
#> HP1526901T2D_M7 1 0.0000 0.98570 1.00 0.00 0.00 0.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 495 6.33e-03 7.69e-02 2.49e-02 2
#> ATC:skmeans 495 1.37e-13 5.17e-13 1.99e-37 3
#> ATC:skmeans 411 2.01e-19 8.66e-26 5.35e-35 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node023. Child nodes: Node01221-leaf , Node01222-leaf , Node02111 , Node02112 , Node02121 , Node02122 , Node02211 , Node02212-leaf , Node02213-leaf , Node02221 , Node02222 , Node02223-leaf , Node02231-leaf , Node02232-leaf , Node02233-leaf , Node02234-leaf , Node02311-leaf , Node02312 , Node02313-leaf , Node02321-leaf , Node02322-leaf , Node02323-leaf , Node02324-leaf , Node02331-leaf , Node02332-leaf , Node02411-leaf , Node02412-leaf , Node02421-leaf , Node02422 , Node02423-leaf , Node02431-leaf , Node02432-leaf , Node02433-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["0231"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11989 rows and 166 columns.
#> Top rows (1199) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 3.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.988 0.995 0.500 0.500 0.500
#> 3 3 1.000 0.976 0.991 0.215 0.875 0.754
#> 4 4 0.842 0.801 0.912 0.172 0.837 0.606
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 3
#> attr(,"optional")
#> [1] 2
There is also optional best \(k\) = 2 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1504101T2D_P14 1 0.000 0.990 1.00 0.00
#> HP1504101T2D_G22 1 0.000 0.990 1.00 0.00
#> HP1504101T2D_E21 1 0.000 0.990 1.00 0.00
#> HP1504101T2D_C16 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_A3 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_O1 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_L13 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_P7 1 0.925 0.491 0.66 0.34
#> HP1508501T2D_B15 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_D2 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_H11 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_G15 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_D17 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_F17 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_A19 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_H2 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_I8 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_L6 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_F16 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_L14 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_G10 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_P3 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_H4 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_E18 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_G11 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_H6 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_I18 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_B21 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_E22 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_B8 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_I16 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_H18 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_H3 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_C10 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_J17 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_C23 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_K17 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_D3 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_D16 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_G24 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_P8 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_N18 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_I22 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_J4 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_F7 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_E19 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_J12 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_N4 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_J3 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_D21 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_E23 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_D14 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_F18 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_L17 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_D15 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_P1 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_M12 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_J6 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_B12 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_K14 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_H21 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_J8 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_A14 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_A12 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_B3 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_J1 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_F20 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_D8 1 0.000 0.990 1.00 0.00
#> HP1508501T2D_D10 2 0.000 1.000 0.00 1.00
#> HP1508501T2D_E13 2 0.000 1.000 0.00 1.00
#> HP1506401_F8 1 0.000 0.990 1.00 0.00
#> HP1506401_N20 1 0.000 0.990 1.00 0.00
#> HP1506401_E15 2 0.000 1.000 0.00 1.00
#> HP1506401_E12 2 0.000 1.000 0.00 1.00
#> HP1506401_B4 2 0.000 1.000 0.00 1.00
#> HP1506401_P20 1 0.000 0.990 1.00 0.00
#> HP1506401_N4 1 0.000 0.990 1.00 0.00
#> HP1506401_I17 1 0.000 0.990 1.00 0.00
#> HP1506401_F18 2 0.000 1.000 0.00 1.00
#> HP1506401_O10 1 0.000 0.990 1.00 0.00
#> HP1506401_C4 1 0.000 0.990 1.00 0.00
#> HP1506401_A21 1 0.000 0.990 1.00 0.00
#> HP1506401_I11 1 0.000 0.990 1.00 0.00
#> HP1506401_C5 1 0.000 0.990 1.00 0.00
#> HP1506401_F22 2 0.000 1.000 0.00 1.00
#> HP1506401_G5 1 0.943 0.445 0.64 0.36
#> HP1506401_K21 1 0.000 0.990 1.00 0.00
#> HP1506401_L23 1 0.000 0.990 1.00 0.00
#> HP1506401_F17 2 0.000 1.000 0.00 1.00
#> HP1506401_P14 1 0.000 0.990 1.00 0.00
#> HP1506401_G24 1 0.000 0.990 1.00 0.00
#> HP1506401_A17 1 0.000 0.990 1.00 0.00
#> HP1506401_B8 2 0.000 1.000 0.00 1.00
#> HP1507101_C2 1 0.000 0.990 1.00 0.00
#> HP1507101_I2 1 0.000 0.990 1.00 0.00
#> HP1507101_M2 1 0.000 0.990 1.00 0.00
#> HP1507101_F7 2 0.000 1.000 0.00 1.00
#> HP1507101_D14 2 0.000 1.000 0.00 1.00
#> HP1507101_O16 1 0.000 0.990 1.00 0.00
#> HP1507101_N21 1 0.000 0.990 1.00 0.00
#> HP1507101_I17 1 0.000 0.990 1.00 0.00
#> HP1507101_J8 1 0.000 0.990 1.00 0.00
#> HP1507101_H1 2 0.000 1.000 0.00 1.00
#> HP1507101_G12 2 0.000 1.000 0.00 1.00
#> HP1507101_G14 2 0.000 1.000 0.00 1.00
#> HP1507101_H15 2 0.000 1.000 0.00 1.00
#> HP1507101_G18 2 0.000 1.000 0.00 1.00
#> HP1507101_I13 2 0.000 1.000 0.00 1.00
#> HP1507101_J11 2 0.000 1.000 0.00 1.00
#> HP1507101_C4 2 0.000 1.000 0.00 1.00
#> HP1507101_C10 2 0.000 1.000 0.00 1.00
#> HP1507101_I11 2 0.000 1.000 0.00 1.00
#> HP1507101_B15 2 0.000 1.000 0.00 1.00
#> HP1507101_J13 1 0.000 0.990 1.00 0.00
#> HP1507101_A4 2 0.000 1.000 0.00 1.00
#> HP1507101_P5 2 0.000 1.000 0.00 1.00
#> HP1507101_E10 2 0.000 1.000 0.00 1.00
#> HP1507101_D8 2 0.000 1.000 0.00 1.00
#> HP1507101_F8 2 0.000 1.000 0.00 1.00
#> HP1507101_N4 2 0.000 1.000 0.00 1.00
#> HP1507101_H6 2 0.000 1.000 0.00 1.00
#> HP1507101_G8 2 0.000 1.000 0.00 1.00
#> HP1507101_D18 2 0.000 1.000 0.00 1.00
#> HP1507101_N1 2 0.000 1.000 0.00 1.00
#> HP1507101_J2 2 0.000 1.000 0.00 1.00
#> HP1507101_H12 2 0.000 1.000 0.00 1.00
#> HP1507101_I6 2 0.000 1.000 0.00 1.00
#> HP1507101_J17 2 0.000 1.000 0.00 1.00
#> HP1507101_F1 2 0.000 1.000 0.00 1.00
#> HP1507101_J3 2 0.000 1.000 0.00 1.00
#> HP1507101_J5 2 0.000 1.000 0.00 1.00
#> HP1507101_I20 2 0.000 1.000 0.00 1.00
#> HP1507101_H5 2 0.000 1.000 0.00 1.00
#> HP1507101_P3 2 0.000 1.000 0.00 1.00
#> HP1509101_D18 1 0.000 0.990 1.00 0.00
#> HP1509101_G23 2 0.000 1.000 0.00 1.00
#> HP1509101_O9 2 0.000 1.000 0.00 1.00
#> HP1509101_D8 1 0.000 0.990 1.00 0.00
#> HP1509101_H22 2 0.000 1.000 0.00 1.00
#> HP1509101_H24 1 0.000 0.990 1.00 0.00
#> HP1509101_H23 1 0.000 0.990 1.00 0.00
#> HP1509101_F21 2 0.000 1.000 0.00 1.00
#> HP1509101_P18 2 0.000 1.000 0.00 1.00
#> HP1509101_B20 1 0.000 0.990 1.00 0.00
#> HP1509101_N18 2 0.000 1.000 0.00 1.00
#> HP1509101_N17 2 0.000 1.000 0.00 1.00
#> HP1509101_F19 2 0.000 1.000 0.00 1.00
#> HP1509101_I23 2 0.000 1.000 0.00 1.00
#> HP1509101_L24 1 0.000 0.990 1.00 0.00
#> HP1509101_M10 2 0.000 1.000 0.00 1.00
#> HP1509101_O12 2 0.000 1.000 0.00 1.00
#> HP1526901T2D_M21 1 0.402 0.907 0.92 0.08
#> HP1526901T2D_H23 2 0.000 1.000 0.00 1.00
#> HP1526901T2D_M15 1 0.000 0.990 1.00 0.00
#> HP1526901T2D_M4 2 0.000 1.000 0.00 1.00
#> HP1526901T2D_G13 2 0.000 1.000 0.00 1.00
#> HP1526901T2D_A7 2 0.000 1.000 0.00 1.00
#> HP1526901T2D_N23 1 0.000 0.990 1.00 0.00
#> HP1526901T2D_K10 2 0.000 1.000 0.00 1.00
#> HP1526901T2D_N1 1 0.000 0.990 1.00 0.00
#> HP1526901T2D_M1 2 0.000 1.000 0.00 1.00
#> HP1526901T2D_L23 2 0.000 1.000 0.00 1.00
#> HP1526901T2D_L21 2 0.000 1.000 0.00 1.00
#> HP1526901T2D_M23 2 0.000 1.000 0.00 1.00
#> HP1526901T2D_K7 1 0.000 0.990 1.00 0.00
#> HP1526901T2D_M7 2 0.000 1.000 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1504101T2D_P14 1 0.000 0.990 1.00 0.00 0.00
#> HP1504101T2D_G22 1 0.000 0.990 1.00 0.00 0.00
#> HP1504101T2D_E21 1 0.000 0.990 1.00 0.00 0.00
#> HP1504101T2D_C16 3 0.556 0.592 0.30 0.00 0.70
#> HP1508501T2D_A3 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_O1 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_L13 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_P7 1 0.153 0.937 0.96 0.04 0.00
#> HP1508501T2D_B15 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_D2 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_H11 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_G15 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_D17 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_F17 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_A19 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_H2 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_I8 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_L6 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_F16 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_L14 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_G10 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_P3 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_H4 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_E18 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_G11 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_H6 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_I18 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_B21 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_E22 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_B8 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_I16 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_H18 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_H3 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_C10 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_J17 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_C23 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_K17 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_D3 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_D16 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_G24 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_P8 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_N18 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_I22 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_J4 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_F7 3 0.000 0.956 0.00 0.00 1.00
#> HP1508501T2D_E19 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_J12 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_N4 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_J3 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_D21 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_E23 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_D14 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_F18 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_L17 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_D15 1 0.604 0.341 0.62 0.00 0.38
#> HP1508501T2D_P1 3 0.000 0.956 0.00 0.00 1.00
#> HP1508501T2D_M12 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_J6 3 0.628 0.188 0.46 0.00 0.54
#> HP1508501T2D_B12 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_K14 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_H21 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_J8 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_A14 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_A12 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_B3 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_J1 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_F20 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_D8 1 0.000 0.990 1.00 0.00 0.00
#> HP1508501T2D_D10 2 0.000 1.000 0.00 1.00 0.00
#> HP1508501T2D_E13 2 0.000 1.000 0.00 1.00 0.00
#> HP1506401_F8 3 0.000 0.956 0.00 0.00 1.00
#> HP1506401_N20 3 0.000 0.956 0.00 0.00 1.00
#> HP1506401_E15 2 0.000 1.000 0.00 1.00 0.00
#> HP1506401_E12 2 0.000 1.000 0.00 1.00 0.00
#> HP1506401_B4 2 0.000 1.000 0.00 1.00 0.00
#> HP1506401_P20 3 0.000 0.956 0.00 0.00 1.00
#> HP1506401_N4 1 0.000 0.990 1.00 0.00 0.00
#> HP1506401_I17 1 0.000 0.990 1.00 0.00 0.00
#> HP1506401_F18 3 0.000 0.956 0.00 0.00 1.00
#> HP1506401_O10 3 0.000 0.956 0.00 0.00 1.00
#> HP1506401_C4 3 0.000 0.956 0.00 0.00 1.00
#> HP1506401_A21 1 0.000 0.990 1.00 0.00 0.00
#> HP1506401_I11 3 0.000 0.956 0.00 0.00 1.00
#> HP1506401_C5 1 0.000 0.990 1.00 0.00 0.00
#> HP1506401_F22 3 0.000 0.956 0.00 0.00 1.00
#> HP1506401_G5 1 0.357 0.874 0.90 0.06 0.04
#> HP1506401_K21 3 0.000 0.956 0.00 0.00 1.00
#> HP1506401_L23 1 0.000 0.990 1.00 0.00 0.00
#> HP1506401_F17 2 0.000 1.000 0.00 1.00 0.00
#> HP1506401_P14 3 0.540 0.626 0.28 0.00 0.72
#> HP1506401_G24 1 0.000 0.990 1.00 0.00 0.00
#> HP1506401_A17 3 0.000 0.956 0.00 0.00 1.00
#> HP1506401_B8 3 0.000 0.956 0.00 0.00 1.00
#> HP1507101_C2 1 0.000 0.990 1.00 0.00 0.00
#> HP1507101_I2 1 0.000 0.990 1.00 0.00 0.00
#> HP1507101_M2 1 0.000 0.990 1.00 0.00 0.00
#> HP1507101_F7 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_D14 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_O16 1 0.000 0.990 1.00 0.00 0.00
#> HP1507101_N21 1 0.000 0.990 1.00 0.00 0.00
#> HP1507101_I17 1 0.000 0.990 1.00 0.00 0.00
#> HP1507101_J8 3 0.000 0.956 0.00 0.00 1.00
#> HP1507101_H1 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_G12 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_G14 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_H15 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_G18 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_I13 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_J11 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_C4 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_C10 3 0.000 0.956 0.00 0.00 1.00
#> HP1507101_I11 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_B15 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_J13 1 0.000 0.990 1.00 0.00 0.00
#> HP1507101_A4 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_P5 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_E10 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_D8 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_F8 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_N4 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_H6 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_G8 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_D18 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_N1 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_J2 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_H12 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_I6 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_J17 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_F1 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_J3 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_J5 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_I20 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_H5 2 0.000 1.000 0.00 1.00 0.00
#> HP1507101_P3 2 0.000 1.000 0.00 1.00 0.00
#> HP1509101_D18 3 0.000 0.956 0.00 0.00 1.00
#> HP1509101_G23 2 0.000 1.000 0.00 1.00 0.00
#> HP1509101_O9 2 0.000 1.000 0.00 1.00 0.00
#> HP1509101_D8 1 0.000 0.990 1.00 0.00 0.00
#> HP1509101_H22 2 0.000 1.000 0.00 1.00 0.00
#> HP1509101_H24 1 0.000 0.990 1.00 0.00 0.00
#> HP1509101_H23 1 0.000 0.990 1.00 0.00 0.00
#> HP1509101_F21 2 0.000 1.000 0.00 1.00 0.00
#> HP1509101_P18 2 0.000 1.000 0.00 1.00 0.00
#> HP1509101_B20 1 0.000 0.990 1.00 0.00 0.00
#> HP1509101_N18 2 0.000 1.000 0.00 1.00 0.00
#> HP1509101_N17 2 0.000 1.000 0.00 1.00 0.00
#> HP1509101_F19 2 0.000 1.000 0.00 1.00 0.00
#> HP1509101_I23 2 0.000 1.000 0.00 1.00 0.00
#> HP1509101_L24 1 0.000 0.990 1.00 0.00 0.00
#> HP1509101_M10 2 0.000 1.000 0.00 1.00 0.00
#> HP1509101_O12 2 0.000 1.000 0.00 1.00 0.00
#> HP1526901T2D_M21 3 0.000 0.956 0.00 0.00 1.00
#> HP1526901T2D_H23 3 0.000 0.956 0.00 0.00 1.00
#> HP1526901T2D_M15 3 0.000 0.956 0.00 0.00 1.00
#> HP1526901T2D_M4 2 0.000 1.000 0.00 1.00 0.00
#> HP1526901T2D_G13 2 0.000 1.000 0.00 1.00 0.00
#> HP1526901T2D_A7 2 0.000 1.000 0.00 1.00 0.00
#> HP1526901T2D_N23 3 0.000 0.956 0.00 0.00 1.00
#> HP1526901T2D_K10 2 0.000 1.000 0.00 1.00 0.00
#> HP1526901T2D_N1 3 0.000 0.956 0.00 0.00 1.00
#> HP1526901T2D_M1 2 0.000 1.000 0.00 1.00 0.00
#> HP1526901T2D_L23 2 0.000 1.000 0.00 1.00 0.00
#> HP1526901T2D_L21 2 0.000 1.000 0.00 1.00 0.00
#> HP1526901T2D_M23 2 0.000 1.000 0.00 1.00 0.00
#> HP1526901T2D_K7 3 0.000 0.956 0.00 0.00 1.00
#> HP1526901T2D_M7 2 0.000 1.000 0.00 1.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1504101T2D_P14 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1504101T2D_G22 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1504101T2D_E21 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1504101T2D_C16 1 0.4994 0.0147 0.52 0.00 0.48 0.00
#> HP1508501T2D_A3 2 0.4977 -0.1845 0.00 0.54 0.00 0.46
#> HP1508501T2D_O1 4 0.4977 -0.0191 0.46 0.00 0.00 0.54
#> HP1508501T2D_L13 4 0.4522 0.6584 0.00 0.32 0.00 0.68
#> HP1508501T2D_P7 1 0.3610 0.7144 0.80 0.20 0.00 0.00
#> HP1508501T2D_B15 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_D2 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_H11 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_G15 4 0.4907 0.5077 0.00 0.42 0.00 0.58
#> HP1508501T2D_D17 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_F17 2 0.4790 0.1508 0.00 0.62 0.00 0.38
#> HP1508501T2D_A19 4 0.4948 0.4593 0.00 0.44 0.00 0.56
#> HP1508501T2D_H2 4 0.0000 0.6569 0.00 0.00 0.00 1.00
#> HP1508501T2D_I8 2 0.4948 -0.0921 0.00 0.56 0.00 0.44
#> HP1508501T2D_L6 4 0.4790 0.5800 0.00 0.38 0.00 0.62
#> HP1508501T2D_F16 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_L14 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_G10 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_P3 4 0.1637 0.6847 0.00 0.06 0.00 0.94
#> HP1508501T2D_H4 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_E18 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_G11 4 0.4977 0.4013 0.00 0.46 0.00 0.54
#> HP1508501T2D_H6 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_I18 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_B21 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_E22 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_B8 4 0.2345 0.7001 0.00 0.10 0.00 0.90
#> HP1508501T2D_I16 4 0.4522 0.6584 0.00 0.32 0.00 0.68
#> HP1508501T2D_H18 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_H3 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_C10 4 0.4277 0.6791 0.00 0.28 0.00 0.72
#> HP1508501T2D_J17 4 0.4948 0.4637 0.00 0.44 0.00 0.56
#> HP1508501T2D_C23 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_K17 4 0.4134 0.6868 0.00 0.26 0.00 0.74
#> HP1508501T2D_D3 4 0.4522 0.6584 0.00 0.32 0.00 0.68
#> HP1508501T2D_D16 4 0.4522 0.6584 0.00 0.32 0.00 0.68
#> HP1508501T2D_G24 4 0.4855 0.5468 0.00 0.40 0.00 0.60
#> HP1508501T2D_P8 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_N18 4 0.4522 0.6584 0.00 0.32 0.00 0.68
#> HP1508501T2D_I22 4 0.2921 0.7119 0.00 0.14 0.00 0.86
#> HP1508501T2D_J4 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_F7 3 0.0707 0.8928 0.00 0.02 0.98 0.00
#> HP1508501T2D_E19 4 0.4855 0.5487 0.00 0.40 0.00 0.60
#> HP1508501T2D_J12 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_N4 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_J3 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_D21 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_E23 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_D14 2 0.4522 0.3550 0.00 0.68 0.00 0.32
#> HP1508501T2D_F18 4 0.4907 0.1501 0.42 0.00 0.00 0.58
#> HP1508501T2D_L17 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_D15 3 0.4713 0.4229 0.36 0.00 0.64 0.00
#> HP1508501T2D_P1 3 0.0000 0.9114 0.00 0.00 1.00 0.00
#> HP1508501T2D_M12 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_J6 1 0.4907 0.2353 0.58 0.00 0.42 0.00
#> HP1508501T2D_B12 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_K14 4 0.4994 0.3518 0.00 0.48 0.00 0.52
#> HP1508501T2D_H21 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_J8 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_A14 2 0.4948 -0.0979 0.00 0.56 0.00 0.44
#> HP1508501T2D_A12 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_B3 2 0.5000 -0.3195 0.00 0.50 0.00 0.50
#> HP1508501T2D_J1 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_F20 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_D8 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1508501T2D_D10 4 0.4522 0.6584 0.00 0.32 0.00 0.68
#> HP1508501T2D_E13 4 0.4522 0.6584 0.00 0.32 0.00 0.68
#> HP1506401_F8 3 0.0000 0.9114 0.00 0.00 1.00 0.00
#> HP1506401_N20 3 0.0000 0.9114 0.00 0.00 1.00 0.00
#> HP1506401_E15 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1506401_E12 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1506401_B4 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1506401_P20 3 0.0000 0.9114 0.00 0.00 1.00 0.00
#> HP1506401_N4 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1506401_I17 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1506401_F18 3 0.0000 0.9114 0.00 0.00 1.00 0.00
#> HP1506401_O10 3 0.0000 0.9114 0.00 0.00 1.00 0.00
#> HP1506401_C4 3 0.0000 0.9114 0.00 0.00 1.00 0.00
#> HP1506401_A21 1 0.0707 0.9576 0.98 0.00 0.02 0.00
#> HP1506401_I11 3 0.0000 0.9114 0.00 0.00 1.00 0.00
#> HP1506401_C5 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1506401_F22 3 0.0000 0.9114 0.00 0.00 1.00 0.00
#> HP1506401_G5 2 0.6500 0.3555 0.12 0.62 0.26 0.00
#> HP1506401_K21 3 0.0000 0.9114 0.00 0.00 1.00 0.00
#> HP1506401_L23 1 0.0707 0.9576 0.98 0.00 0.02 0.00
#> HP1506401_F17 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1506401_P14 3 0.4277 0.6048 0.28 0.00 0.72 0.00
#> HP1506401_G24 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1506401_A17 3 0.0000 0.9114 0.00 0.00 1.00 0.00
#> HP1506401_B8 3 0.0000 0.9114 0.00 0.00 1.00 0.00
#> HP1507101_C2 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1507101_I2 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1507101_M2 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1507101_F7 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_D14 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_O16 1 0.2011 0.8884 0.92 0.08 0.00 0.00
#> HP1507101_N21 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1507101_I17 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1507101_J8 3 0.0000 0.9114 0.00 0.00 1.00 0.00
#> HP1507101_H1 2 0.1211 0.8945 0.00 0.96 0.00 0.04
#> HP1507101_G12 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_G14 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1507101_H15 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_G18 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_I13 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1507101_J11 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_C4 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_C10 3 0.0000 0.9114 0.00 0.00 1.00 0.00
#> HP1507101_I11 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_B15 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_J13 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1507101_A4 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1507101_P5 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_E10 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1507101_D8 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_F8 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1507101_N4 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_H6 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_G8 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_D18 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1507101_N1 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1507101_J2 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1507101_H12 4 0.4406 0.6699 0.00 0.30 0.00 0.70
#> HP1507101_I6 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1507101_J17 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_F1 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1507101_J3 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_J5 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_I20 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_H5 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1507101_P3 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1509101_D18 3 0.0000 0.9114 0.00 0.00 1.00 0.00
#> HP1509101_G23 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1509101_O9 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1509101_D8 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1509101_H22 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1509101_H24 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1509101_H23 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1509101_F21 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1509101_P18 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1509101_B20 1 0.0707 0.9573 0.98 0.02 0.00 0.00
#> HP1509101_N18 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1509101_N17 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1509101_F19 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1509101_I23 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1509101_L24 1 0.0000 0.9753 1.00 0.00 0.00 0.00
#> HP1509101_M10 2 0.0000 0.9087 0.00 1.00 0.00 0.00
#> HP1509101_O12 2 0.0707 0.9144 0.00 0.98 0.00 0.02
#> HP1526901T2D_M21 4 0.0707 0.6315 0.00 0.00 0.02 0.98
#> HP1526901T2D_H23 4 0.4790 -0.1017 0.00 0.00 0.38 0.62
#> HP1526901T2D_M15 3 0.4277 0.7299 0.00 0.00 0.72 0.28
#> HP1526901T2D_M4 4 0.0000 0.6569 0.00 0.00 0.00 1.00
#> HP1526901T2D_G13 4 0.0000 0.6569 0.00 0.00 0.00 1.00
#> HP1526901T2D_A7 4 0.0000 0.6569 0.00 0.00 0.00 1.00
#> HP1526901T2D_N23 3 0.4277 0.7299 0.00 0.00 0.72 0.28
#> HP1526901T2D_K10 4 0.0000 0.6569 0.00 0.00 0.00 1.00
#> HP1526901T2D_N1 3 0.4277 0.7299 0.00 0.00 0.72 0.28
#> HP1526901T2D_M1 4 0.0000 0.6569 0.00 0.00 0.00 1.00
#> HP1526901T2D_L23 4 0.0000 0.6569 0.00 0.00 0.00 1.00
#> HP1526901T2D_L21 4 0.0000 0.6569 0.00 0.00 0.00 1.00
#> HP1526901T2D_M23 4 0.0000 0.6569 0.00 0.00 0.00 1.00
#> HP1526901T2D_K7 3 0.4277 0.7299 0.00 0.00 0.72 0.28
#> HP1526901T2D_M7 4 0.0000 0.6569 0.00 0.00 0.00 1.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 164 5.57e-03 2.63e-02 3.87e-04 2
#> ATC:skmeans 164 1.84e-22 9.72e-03 1.47e-06 3
#> ATC:skmeans 149 1.13e-21 3.70e-17 9.38e-14 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node0231. Child nodes: Node021111-leaf , Node021112-leaf , Node021121-leaf , Node021122-leaf , Node021123-leaf , Node021211-leaf , Node021212-leaf , Node021213-leaf , Node021221-leaf , Node021222-leaf , Node021223-leaf , Node022111-leaf , Node022112-leaf , Node022113-leaf , Node022114-leaf , Node022211-leaf , Node022212-leaf , Node022213-leaf , Node022221-leaf , Node022222-leaf , Node022223-leaf , Node022224-leaf , Node023121-leaf , Node023122-leaf , Node023123-leaf , Node024221-leaf , Node024222-leaf , Node024223-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["02312"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11787 rows and 83 columns.
#> Top rows (1083) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 3.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 1.000 1.000 0.498 0.503 0.503
#> 3 3 1.000 0.974 0.985 0.198 0.878 0.762
#> 4 4 0.816 0.866 0.913 0.215 0.828 0.585
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 3
#> attr(,"optional")
#> [1] 2
There is also optional best \(k\) = 2 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1508501T2D_A3 2 0 1 0 1
#> HP1508501T2D_L13 2 0 1 0 1
#> HP1508501T2D_G15 2 0 1 0 1
#> HP1508501T2D_F17 2 0 1 0 1
#> HP1508501T2D_A19 2 0 1 0 1
#> HP1508501T2D_H2 2 0 1 0 1
#> HP1508501T2D_I8 2 0 1 0 1
#> HP1508501T2D_L6 2 0 1 0 1
#> HP1508501T2D_P3 2 0 1 0 1
#> HP1508501T2D_G11 2 0 1 0 1
#> HP1508501T2D_B8 2 0 1 0 1
#> HP1508501T2D_I16 2 0 1 0 1
#> HP1508501T2D_C10 2 0 1 0 1
#> HP1508501T2D_J17 2 0 1 0 1
#> HP1508501T2D_K17 2 0 1 0 1
#> HP1508501T2D_D3 2 0 1 0 1
#> HP1508501T2D_D16 2 0 1 0 1
#> HP1508501T2D_G24 2 0 1 0 1
#> HP1508501T2D_N18 2 0 1 0 1
#> HP1508501T2D_I22 2 0 1 0 1
#> HP1508501T2D_E19 2 0 1 0 1
#> HP1508501T2D_D14 2 0 1 0 1
#> HP1508501T2D_K14 2 0 1 0 1
#> HP1508501T2D_A14 2 0 1 0 1
#> HP1508501T2D_B3 2 0 1 0 1
#> HP1508501T2D_D10 2 0 1 0 1
#> HP1508501T2D_E13 2 0 1 0 1
#> HP1506401_E15 1 0 1 1 0
#> HP1506401_E12 1 0 1 1 0
#> HP1506401_B4 1 0 1 1 0
#> HP1506401_F17 1 0 1 1 0
#> HP1507101_F7 1 0 1 1 0
#> HP1507101_D14 1 0 1 1 0
#> HP1507101_H1 1 0 1 1 0
#> HP1507101_G12 1 0 1 1 0
#> HP1507101_G14 1 0 1 1 0
#> HP1507101_H15 1 0 1 1 0
#> HP1507101_G18 1 0 1 1 0
#> HP1507101_I13 1 0 1 1 0
#> HP1507101_J11 1 0 1 1 0
#> HP1507101_C4 1 0 1 1 0
#> HP1507101_I11 1 0 1 1 0
#> HP1507101_B15 1 0 1 1 0
#> HP1507101_A4 1 0 1 1 0
#> HP1507101_P5 1 0 1 1 0
#> HP1507101_E10 1 0 1 1 0
#> HP1507101_D8 1 0 1 1 0
#> HP1507101_F8 1 0 1 1 0
#> HP1507101_N4 1 0 1 1 0
#> HP1507101_H6 1 0 1 1 0
#> HP1507101_G8 1 0 1 1 0
#> HP1507101_D18 1 0 1 1 0
#> HP1507101_N1 1 0 1 1 0
#> HP1507101_J2 1 0 1 1 0
#> HP1507101_H12 1 0 1 1 0
#> HP1507101_I6 1 0 1 1 0
#> HP1507101_J17 1 0 1 1 0
#> HP1507101_F1 1 0 1 1 0
#> HP1507101_J3 1 0 1 1 0
#> HP1507101_J5 1 0 1 1 0
#> HP1507101_I20 1 0 1 1 0
#> HP1507101_H5 1 0 1 1 0
#> HP1507101_P3 1 0 1 1 0
#> HP1509101_G23 1 0 1 1 0
#> HP1509101_O9 1 0 1 1 0
#> HP1509101_H22 1 0 1 1 0
#> HP1509101_F21 1 0 1 1 0
#> HP1509101_P18 1 0 1 1 0
#> HP1509101_N18 1 0 1 1 0
#> HP1509101_N17 1 0 1 1 0
#> HP1509101_F19 1 0 1 1 0
#> HP1509101_I23 1 0 1 1 0
#> HP1509101_M10 1 0 1 1 0
#> HP1509101_O12 1 0 1 1 0
#> HP1526901T2D_M4 2 0 1 0 1
#> HP1526901T2D_G13 2 0 1 0 1
#> HP1526901T2D_A7 2 0 1 0 1
#> HP1526901T2D_K10 2 0 1 0 1
#> HP1526901T2D_M1 2 0 1 0 1
#> HP1526901T2D_L23 2 0 1 0 1
#> HP1526901T2D_L21 2 0 1 0 1
#> HP1526901T2D_M23 2 0 1 0 1
#> HP1526901T2D_M7 2 0 1 0 1
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1508501T2D_A3 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_L13 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_G15 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_F17 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_A19 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_H2 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_I8 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_L6 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_P3 3 0.0892 0.982 0.00 0.02 0.98
#> HP1508501T2D_G11 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_B8 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_I16 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_C10 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_J17 3 0.0892 0.982 0.00 0.02 0.98
#> HP1508501T2D_K17 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_D3 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_D16 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_G24 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_N18 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_I22 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_E19 3 0.0000 0.962 0.00 0.00 1.00
#> HP1508501T2D_D14 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_K14 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_A14 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_B3 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_D10 2 0.0000 0.977 0.00 1.00 0.00
#> HP1508501T2D_E13 2 0.0000 0.977 0.00 1.00 0.00
#> HP1506401_E15 1 0.0000 0.990 1.00 0.00 0.00
#> HP1506401_E12 1 0.1781 0.957 0.96 0.02 0.02
#> HP1506401_B4 1 0.0000 0.990 1.00 0.00 0.00
#> HP1506401_F17 1 0.0000 0.990 1.00 0.00 0.00
#> HP1507101_F7 1 0.0892 0.989 0.98 0.00 0.02
#> HP1507101_D14 1 0.0000 0.990 1.00 0.00 0.00
#> HP1507101_H1 1 0.0000 0.990 1.00 0.00 0.00
#> HP1507101_G12 1 0.0000 0.990 1.00 0.00 0.00
#> HP1507101_G14 1 0.0892 0.989 0.98 0.00 0.02
#> HP1507101_H15 1 0.0892 0.989 0.98 0.00 0.02
#> HP1507101_G18 1 0.0000 0.990 1.00 0.00 0.00
#> HP1507101_I13 1 0.0892 0.989 0.98 0.00 0.02
#> HP1507101_J11 1 0.0000 0.990 1.00 0.00 0.00
#> HP1507101_C4 1 0.0000 0.990 1.00 0.00 0.00
#> HP1507101_I11 1 0.0892 0.989 0.98 0.00 0.02
#> HP1507101_B15 1 0.0000 0.990 1.00 0.00 0.00
#> HP1507101_A4 1 0.0892 0.989 0.98 0.00 0.02
#> HP1507101_P5 1 0.0892 0.989 0.98 0.00 0.02
#> HP1507101_E10 1 0.0892 0.989 0.98 0.00 0.02
#> HP1507101_D8 1 0.0000 0.990 1.00 0.00 0.00
#> HP1507101_F8 1 0.0892 0.989 0.98 0.00 0.02
#> HP1507101_N4 1 0.0892 0.989 0.98 0.00 0.02
#> HP1507101_H6 1 0.0892 0.989 0.98 0.00 0.02
#> HP1507101_G8 1 0.0000 0.990 1.00 0.00 0.00
#> HP1507101_D18 1 0.0892 0.989 0.98 0.00 0.02
#> HP1507101_N1 1 0.0000 0.990 1.00 0.00 0.00
#> HP1507101_J2 1 0.0892 0.989 0.98 0.00 0.02
#> HP1507101_H12 3 0.3686 0.803 0.14 0.00 0.86
#> HP1507101_I6 1 0.0892 0.989 0.98 0.00 0.02
#> HP1507101_J17 2 0.6126 0.344 0.40 0.60 0.00
#> HP1507101_F1 1 0.0892 0.989 0.98 0.00 0.02
#> HP1507101_J3 1 0.0000 0.990 1.00 0.00 0.00
#> HP1507101_J5 1 0.0000 0.990 1.00 0.00 0.00
#> HP1507101_I20 1 0.0000 0.990 1.00 0.00 0.00
#> HP1507101_H5 1 0.0000 0.990 1.00 0.00 0.00
#> HP1507101_P3 1 0.0000 0.990 1.00 0.00 0.00
#> HP1509101_G23 1 0.0892 0.989 0.98 0.00 0.02
#> HP1509101_O9 1 0.0892 0.989 0.98 0.00 0.02
#> HP1509101_H22 1 0.0892 0.989 0.98 0.00 0.02
#> HP1509101_F21 1 0.0000 0.990 1.00 0.00 0.00
#> HP1509101_P18 1 0.0892 0.989 0.98 0.00 0.02
#> HP1509101_N18 1 0.0000 0.990 1.00 0.00 0.00
#> HP1509101_N17 1 0.0892 0.989 0.98 0.00 0.02
#> HP1509101_F19 1 0.0000 0.990 1.00 0.00 0.00
#> HP1509101_I23 1 0.0000 0.990 1.00 0.00 0.00
#> HP1509101_M10 1 0.0892 0.989 0.98 0.00 0.02
#> HP1509101_O12 1 0.0000 0.990 1.00 0.00 0.00
#> HP1526901T2D_M4 3 0.0892 0.982 0.00 0.02 0.98
#> HP1526901T2D_G13 3 0.0892 0.982 0.00 0.02 0.98
#> HP1526901T2D_A7 3 0.0892 0.982 0.00 0.02 0.98
#> HP1526901T2D_K10 3 0.0892 0.982 0.00 0.02 0.98
#> HP1526901T2D_M1 3 0.0892 0.982 0.00 0.02 0.98
#> HP1526901T2D_L23 3 0.0892 0.982 0.00 0.02 0.98
#> HP1526901T2D_L21 3 0.0892 0.982 0.00 0.02 0.98
#> HP1526901T2D_M23 3 0.0892 0.982 0.00 0.02 0.98
#> HP1526901T2D_M7 3 0.0892 0.982 0.00 0.02 0.98
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1508501T2D_A3 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_L13 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_G15 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_F17 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_A19 2 0.398 0.757 0.00 0.76 0.00 0.24
#> HP1508501T2D_H2 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_I8 2 0.201 0.915 0.00 0.92 0.00 0.08
#> HP1508501T2D_L6 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_P3 3 0.000 0.976 0.00 0.00 1.00 0.00
#> HP1508501T2D_G11 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_B8 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_I16 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_C10 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_J17 3 0.464 0.774 0.02 0.00 0.74 0.24
#> HP1508501T2D_K17 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_D3 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_D16 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_G24 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_N18 2 0.380 0.779 0.00 0.78 0.00 0.22
#> HP1508501T2D_I22 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_E19 3 0.164 0.924 0.06 0.00 0.94 0.00
#> HP1508501T2D_D14 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_K14 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_A14 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_B3 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_D10 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1508501T2D_E13 2 0.000 0.978 0.00 1.00 0.00 0.00
#> HP1506401_E15 4 0.000 0.703 0.00 0.00 0.00 1.00
#> HP1506401_E12 4 0.000 0.703 0.00 0.00 0.00 1.00
#> HP1506401_B4 4 0.000 0.703 0.00 0.00 0.00 1.00
#> HP1506401_F17 4 0.000 0.703 0.00 0.00 0.00 1.00
#> HP1507101_F7 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1507101_D14 4 0.398 0.845 0.24 0.00 0.00 0.76
#> HP1507101_H1 1 0.441 0.343 0.70 0.00 0.00 0.30
#> HP1507101_G12 4 0.452 0.780 0.32 0.00 0.00 0.68
#> HP1507101_G14 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1507101_H15 1 0.317 0.707 0.84 0.00 0.00 0.16
#> HP1507101_G18 4 0.398 0.845 0.24 0.00 0.00 0.76
#> HP1507101_I13 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1507101_J11 4 0.398 0.845 0.24 0.00 0.00 0.76
#> HP1507101_C4 4 0.499 0.474 0.48 0.00 0.00 0.52
#> HP1507101_I11 1 0.121 0.888 0.96 0.00 0.00 0.04
#> HP1507101_B15 4 0.398 0.837 0.24 0.00 0.00 0.76
#> HP1507101_A4 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1507101_P5 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1507101_E10 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1507101_D8 4 0.398 0.845 0.24 0.00 0.00 0.76
#> HP1507101_F8 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1507101_N4 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1507101_H6 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1507101_G8 4 0.428 0.818 0.28 0.00 0.00 0.72
#> HP1507101_D18 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1507101_N1 4 0.498 0.522 0.46 0.00 0.00 0.54
#> HP1507101_J2 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1507101_H12 1 0.292 0.750 0.86 0.00 0.14 0.00
#> HP1507101_I6 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1507101_J17 4 0.508 0.720 0.08 0.16 0.00 0.76
#> HP1507101_F1 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1507101_J3 4 0.498 0.528 0.46 0.00 0.00 0.54
#> HP1507101_J5 4 0.398 0.845 0.24 0.00 0.00 0.76
#> HP1507101_I20 4 0.452 0.779 0.32 0.00 0.00 0.68
#> HP1507101_H5 4 0.398 0.845 0.24 0.00 0.00 0.76
#> HP1507101_P3 4 0.428 0.818 0.28 0.00 0.00 0.72
#> HP1509101_G23 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1509101_O9 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1509101_H22 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1509101_F21 4 0.000 0.703 0.00 0.00 0.00 1.00
#> HP1509101_P18 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1509101_N18 4 0.398 0.845 0.24 0.00 0.00 0.76
#> HP1509101_N17 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1509101_F19 1 0.499 -0.393 0.52 0.00 0.00 0.48
#> HP1509101_I23 4 0.398 0.845 0.24 0.00 0.00 0.76
#> HP1509101_M10 1 0.000 0.932 1.00 0.00 0.00 0.00
#> HP1509101_O12 4 0.398 0.845 0.24 0.00 0.00 0.76
#> HP1526901T2D_M4 3 0.000 0.976 0.00 0.00 1.00 0.00
#> HP1526901T2D_G13 3 0.000 0.976 0.00 0.00 1.00 0.00
#> HP1526901T2D_A7 3 0.000 0.976 0.00 0.00 1.00 0.00
#> HP1526901T2D_K10 3 0.000 0.976 0.00 0.00 1.00 0.00
#> HP1526901T2D_M1 3 0.000 0.976 0.00 0.00 1.00 0.00
#> HP1526901T2D_L23 3 0.000 0.976 0.00 0.00 1.00 0.00
#> HP1526901T2D_L21 3 0.000 0.976 0.00 0.00 1.00 0.00
#> HP1526901T2D_M23 3 0.000 0.976 0.00 0.00 1.00 0.00
#> HP1526901T2D_M7 3 0.000 0.976 0.00 0.00 1.00 0.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 83 0.715 6.28e-19 2.21e-14 2
#> ATC:skmeans 82 0.621 1.02e-17 NaN 3
#> ATC:skmeans 80 0.453 3.07e-17 NaN 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node023. Child nodes: Node01221-leaf , Node01222-leaf , Node02111 , Node02112 , Node02121 , Node02122 , Node02211 , Node02212-leaf , Node02213-leaf , Node02221 , Node02222 , Node02223-leaf , Node02231-leaf , Node02232-leaf , Node02233-leaf , Node02234-leaf , Node02311-leaf , Node02312 , Node02313-leaf , Node02321-leaf , Node02322-leaf , Node02323-leaf , Node02324-leaf , Node02331-leaf , Node02332-leaf , Node02411-leaf , Node02412-leaf , Node02421-leaf , Node02422 , Node02423-leaf , Node02431-leaf , Node02432-leaf , Node02433-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["0232"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11962 rows and 255 columns.
#> Top rows (1196) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 4.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 0.790 0.927 0.967 0.501 0.499 0.499
#> 3 3 1.000 0.973 0.989 0.307 0.710 0.488
#> 4 4 0.995 0.956 0.973 0.130 0.877 0.661
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 4
#> attr(,"optional")
#> [1] 3
There is also optional best \(k\) = 3 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1502401_C14 2 0.141 0.9500 0.02 0.98
#> HP1502401_E14 2 0.000 0.9646 0.00 1.00
#> HP1502401_L14 2 0.000 0.9646 0.00 1.00
#> HP1502401_M14 1 0.000 0.9647 1.00 0.00
#> HP1502401_K14 1 0.680 0.7985 0.82 0.18
#> HP1504101T2D_M6 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_F15 1 0.000 0.9647 1.00 0.00
#> HP1502401_L21 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_F10 1 0.000 0.9647 1.00 0.00
#> HP1502401_K22 2 0.000 0.9646 0.00 1.00
#> HP1502401_I22 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_O12 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_L23 1 0.990 0.1581 0.56 0.44
#> HP1502401_G24 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_N17 1 0.000 0.9647 1.00 0.00
#> HP1502401_N8 1 0.402 0.8991 0.92 0.08
#> HP1502401_O16 1 0.634 0.8199 0.84 0.16
#> HP1504101T2D_E16 1 0.000 0.9647 1.00 0.00
#> HP1502401_A12 2 0.000 0.9646 0.00 1.00
#> HP1502401_D5 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_J15 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_N7 2 0.000 0.9646 0.00 1.00
#> HP1502401_M5 2 0.000 0.9646 0.00 1.00
#> HP1502401_H15 2 0.000 0.9646 0.00 1.00
#> HP1502401_H8 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_H14 2 0.000 0.9646 0.00 1.00
#> HP1502401_A7 1 0.680 0.7966 0.82 0.18
#> HP1502401_O2 1 0.000 0.9647 1.00 0.00
#> HP1502401_J21 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_J13 2 0.760 0.7462 0.22 0.78
#> HP1502401_J8 2 0.000 0.9646 0.00 1.00
#> HP1502401_N15 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_D2 2 0.529 0.8631 0.12 0.88
#> HP1504101T2D_L2 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_J18 2 0.000 0.9646 0.00 1.00
#> HP1502401_J1 1 0.000 0.9647 1.00 0.00
#> HP1502401_H3 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_B6 1 0.000 0.9647 1.00 0.00
#> HP1502401_I15 2 0.000 0.9646 0.00 1.00
#> HP1502401_I4 1 0.000 0.9647 1.00 0.00
#> HP1502401_J23 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_A20 2 0.000 0.9646 0.00 1.00
#> HP1502401_L2 1 0.141 0.9487 0.98 0.02
#> HP1502401_L23 1 0.000 0.9647 1.00 0.00
#> HP1502401_F19 2 0.000 0.9646 0.00 1.00
#> HP1502401_O22 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_H5 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_F22 1 0.000 0.9647 1.00 0.00
#> HP1502401_A18 1 0.722 0.7718 0.80 0.20
#> HP1504101T2D_J11 1 0.000 0.9647 1.00 0.00
#> HP1502401_L12 2 0.000 0.9646 0.00 1.00
#> HP1502401_H2 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_G17 2 0.680 0.7983 0.18 0.82
#> HP1502401_N1 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_I17 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_E18 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_D7 2 0.680 0.7983 0.18 0.82
#> HP1502401_K9 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_L21 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_N12 2 0.680 0.7983 0.18 0.82
#> HP1504101T2D_B16 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_L15 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_D17 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_A5 2 0.680 0.7983 0.18 0.82
#> HP1502401_C18 1 0.680 0.7966 0.82 0.18
#> HP1502401_H4 1 0.000 0.9647 1.00 0.00
#> HP1502401_L11 2 0.000 0.9646 0.00 1.00
#> HP1502401_C8 2 0.327 0.9129 0.06 0.94
#> HP1504101T2D_I18 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_P2 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_N10 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_I14 1 0.000 0.9647 1.00 0.00
#> HP1502401_C6 1 0.634 0.8199 0.84 0.16
#> HP1502401_M24 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_P9 2 0.000 0.9646 0.00 1.00
#> HP1502401_E21 1 0.000 0.9647 1.00 0.00
#> HP1502401_M7 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_M21 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_E24 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_K4 1 0.000 0.9647 1.00 0.00
#> HP1502401_I6 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_N9 2 0.000 0.9646 0.00 1.00
#> HP1502401_C16 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_E4 2 0.000 0.9646 0.00 1.00
#> HP1502401_G4 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_I16 1 0.584 0.8413 0.86 0.14
#> HP1504101T2D_E6 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_I15 2 0.000 0.9646 0.00 1.00
#> HP1502401_B21 1 0.000 0.9647 1.00 0.00
#> HP1502401_D3 1 0.680 0.7966 0.82 0.18
#> HP1502401_O18 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_C18 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_B11 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_C4 2 0.000 0.9646 0.00 1.00
#> HP1502401_F12 1 0.000 0.9647 1.00 0.00
#> HP1502401_C10 1 0.000 0.9647 1.00 0.00
#> HP1502401_G11 2 0.000 0.9646 0.00 1.00
#> HP1502401_E19 1 0.000 0.9647 1.00 0.00
#> HP1502401_J10 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_D13 1 0.000 0.9647 1.00 0.00
#> HP1502401_D6 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_F12 2 0.680 0.7983 0.18 0.82
#> HP1504101T2D_C14 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_H20 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_E9 2 0.000 0.9646 0.00 1.00
#> HP1502401_A4 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_G12 2 0.000 0.9646 0.00 1.00
#> HP1502401_K5 2 0.680 0.8006 0.18 0.82
#> HP1504101T2D_N13 2 0.000 0.9646 0.00 1.00
#> HP1502401_M2 1 0.000 0.9647 1.00 0.00
#> HP1502401_J20 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_L8 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_L7 2 0.000 0.9646 0.00 1.00
#> HP1502401_O23 1 0.000 0.9647 1.00 0.00
#> HP1502401_B5 2 0.000 0.9646 0.00 1.00
#> HP1502401_E6 2 0.000 0.9646 0.00 1.00
#> HP1502401_J18 2 0.000 0.9646 0.00 1.00
#> HP1502401_M1 2 0.000 0.9646 0.00 1.00
#> HP1502401_J4 2 0.141 0.9500 0.02 0.98
#> HP1504101T2D_N20 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_M24 1 0.000 0.9647 1.00 0.00
#> HP1502401_G20 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_P17 2 0.000 0.9646 0.00 1.00
#> HP1502401_D20 2 0.000 0.9646 0.00 1.00
#> HP1502401_G7 2 0.529 0.8632 0.12 0.88
#> HP1502401_D16 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_G14 2 0.000 0.9646 0.00 1.00
#> HP1502401_M19 1 0.000 0.9647 1.00 0.00
#> HP1502401_K6 2 0.000 0.9646 0.00 1.00
#> HP1502401_K2 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_M2 2 0.680 0.7983 0.18 0.82
#> HP1504101T2D_M9 2 0.000 0.9646 0.00 1.00
#> HP1502401_K16 2 0.634 0.8211 0.16 0.84
#> HP1502401_E17 1 0.680 0.7966 0.82 0.18
#> HP1502401_M23 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_P22 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_H6 2 0.000 0.9646 0.00 1.00
#> HP1502401_L10 1 0.680 0.7966 0.82 0.18
#> HP1502401_I1 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_L11 1 0.000 0.9647 1.00 0.00
#> HP1502401_L22 2 0.000 0.9646 0.00 1.00
#> HP1502401_G8 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_O22 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_M5 2 0.242 0.9340 0.04 0.96
#> HP1502401_D24 2 0.000 0.9646 0.00 1.00
#> HP1502401_G22 1 0.680 0.7966 0.82 0.18
#> HP1504101T2D_J7 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_A6 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_I8 2 0.000 0.9646 0.00 1.00
#> HP1502401_O4 2 0.000 0.9646 0.00 1.00
#> HP1502401_L15 2 0.141 0.9499 0.02 0.98
#> HP1504101T2D_P21 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_A12 2 0.529 0.8628 0.12 0.88
#> HP1502401_E10 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_O9 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_N1 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_H23 1 0.000 0.9647 1.00 0.00
#> HP1502401_G5 1 0.000 0.9647 1.00 0.00
#> HP1502401_H20 2 0.000 0.9646 0.00 1.00
#> HP1502401_O20 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_D9 1 0.000 0.9647 1.00 0.00
#> HP1502401_H24 2 0.000 0.9646 0.00 1.00
#> HP1502401_A6 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_O20 2 0.722 0.7734 0.20 0.80
#> HP1504101T2D_E15 1 0.000 0.9647 1.00 0.00
#> HP1502401_O7 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_B7 2 0.000 0.9646 0.00 1.00
#> HP1502401_C5 2 0.855 0.5966 0.28 0.72
#> HP1504101T2D_H2 2 0.000 0.9646 0.00 1.00
#> HP1502401_A2 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_E22 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_C20 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_L4 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_P7 2 0.680 0.7983 0.18 0.82
#> HP1504101T2D_O10 1 0.141 0.9486 0.98 0.02
#> HP1504101T2D_I22 1 0.904 0.5063 0.68 0.32
#> HP1502401_M20 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_L10 2 0.925 0.5345 0.34 0.66
#> HP1504101T2D_J3 2 0.000 0.9646 0.00 1.00
#> HP1502401_A24 1 0.000 0.9647 1.00 0.00
#> HP1502401_M11 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_O3 2 0.680 0.7983 0.18 0.82
#> HP1504101T2D_L3 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_P11 1 0.529 0.8486 0.88 0.12
#> HP1504101T2D_F3 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_J1 2 0.000 0.9646 0.00 1.00
#> HP1502401_M21 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_P5 1 0.680 0.7966 0.82 0.18
#> HP1502401_C20 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_G23 2 0.981 0.3355 0.42 0.58
#> HP1502401_H16 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_N6 2 0.680 0.7983 0.18 0.82
#> HP1502401_N20 2 0.000 0.9646 0.00 1.00
#> HP1502401_E11 1 0.000 0.9647 1.00 0.00
#> HP1502401_F20 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_B13 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_F19 1 0.000 0.9647 1.00 0.00
#> HP1502401_B16 2 0.000 0.9646 0.00 1.00
#> HP1502401_H19 1 0.634 0.8199 0.84 0.16
#> HP1502401_L1 1 0.000 0.9647 1.00 0.00
#> HP1502401_I24 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_P12 2 0.000 0.9646 0.00 1.00
#> HP1502401_A17 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_A8 2 0.995 0.2113 0.46 0.54
#> HP1504101T2D_H15 2 0.000 0.9646 0.00 1.00
#> HP1502401_F21 1 0.000 0.9647 1.00 0.00
#> HP1502401_H1 2 0.000 0.9646 0.00 1.00
#> HP1502401_I23 1 0.000 0.9647 1.00 0.00
#> HP1502401_F10 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_J24 1 0.000 0.9647 1.00 0.00
#> HP1504101T2D_D5 2 0.469 0.8819 0.10 0.90
#> HP1502401_N3 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_L18 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_L19 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_N5 2 0.000 0.9646 0.00 1.00
#> HP1502401_N19 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_A23 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_D6 2 0.000 0.9646 0.00 1.00
#> HP1502401_K20 2 0.000 0.9646 0.00 1.00
#> HP1504101T2D_N16 2 0.000 0.9646 0.00 1.00
#> HP1502401_B23 1 0.402 0.8991 0.92 0.08
#> HP1504101T2D_A18 2 0.000 0.9646 0.00 1.00
#> AZ_B9 1 1.000 0.0626 0.50 0.50
#> AZ_A6 2 0.000 0.9646 0.00 1.00
#> AZ_B1 1 0.000 0.9647 1.00 0.00
#> AZ_C1 1 0.000 0.9647 1.00 0.00
#> AZ_A11 2 0.000 0.9646 0.00 1.00
#> AZ_C2 1 0.000 0.9647 1.00 0.00
#> AZ_B12 1 0.000 0.9647 1.00 0.00
#> AZ_B2 1 0.000 0.9647 1.00 0.00
#> AZ_B3 1 0.000 0.9647 1.00 0.00
#> AZ_A10 1 0.000 0.9647 1.00 0.00
#> AZ_B5 1 0.000 0.9647 1.00 0.00
#> AZ_E12 2 0.000 0.9646 0.00 1.00
#> AZ_E4 1 0.000 0.9647 1.00 0.00
#> AZ_G6 1 0.000 0.9647 1.00 0.00
#> AZ_E2 1 0.000 0.9647 1.00 0.00
#> AZ_D8 1 0.634 0.8199 0.84 0.16
#> AZ_E7 1 0.000 0.9647 1.00 0.00
#> AZ_C8 1 0.000 0.9647 1.00 0.00
#> AZ_E5 1 0.000 0.9647 1.00 0.00
#> AZ_F4 1 0.000 0.9647 1.00 0.00
#> AZ_F7 1 0.000 0.9647 1.00 0.00
#> AZ_C5 1 0.000 0.9647 1.00 0.00
#> AZ_D7 1 0.000 0.9647 1.00 0.00
#> AZ_D4 1 0.000 0.9647 1.00 0.00
#> AZ_E8 1 0.000 0.9647 1.00 0.00
#> AZ_F1 1 0.000 0.9647 1.00 0.00
#> AZ_F8 1 0.000 0.9647 1.00 0.00
#> HP1508501T2D_J21 2 0.000 0.9646 0.00 1.00
#> HP1508501T2D_A13 2 0.000 0.9646 0.00 1.00
#> HP1508501T2D_J20 2 0.000 0.9646 0.00 1.00
#> HP1508501T2D_K19 2 0.000 0.9646 0.00 1.00
#> HP1508501T2D_F2 2 0.000 0.9646 0.00 1.00
#> HP1504901_P10 2 0.000 0.9646 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1502401_C14 2 0.3686 0.835 0.14 0.86 0.00
#> HP1502401_E14 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_L14 3 0.4002 0.813 0.00 0.16 0.84
#> HP1502401_M14 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_K14 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_M6 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_F15 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_L21 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_F10 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_K22 2 0.1529 0.947 0.04 0.96 0.00
#> HP1502401_I22 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_O12 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_L23 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_G24 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_N17 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_N8 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_O16 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_E16 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_A12 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_D5 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_J15 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_N7 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_M5 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_H15 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_H8 2 0.0892 0.968 0.02 0.98 0.00
#> HP1504101T2D_H14 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_A7 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_O2 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_J21 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_J13 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_J8 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_N15 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_D2 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_L2 1 0.6280 0.139 0.54 0.46 0.00
#> HP1504101T2D_J18 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_J1 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_H3 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_B6 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_I15 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_I4 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_J23 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_A20 3 0.0892 0.974 0.00 0.02 0.98
#> HP1502401_L2 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_L23 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_F19 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_O22 2 0.0892 0.967 0.02 0.98 0.00
#> HP1504101T2D_H5 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_F22 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_A18 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_J11 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_L12 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_H2 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_G17 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_N1 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_I17 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_E18 3 0.4291 0.784 0.00 0.18 0.82
#> HP1504101T2D_D7 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_K9 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_L21 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_N12 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_B16 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_L15 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_D17 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_A5 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_C18 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_H4 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_L11 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_C8 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_I18 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_P2 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_N10 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_I14 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_C6 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_M24 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_P9 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_E21 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_M7 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_M21 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_E24 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_K4 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_I6 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_N9 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_C16 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_E4 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_G4 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_I16 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_E6 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_I15 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_B21 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_D3 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_O18 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_C18 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_B11 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_C4 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_F12 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_C10 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_G11 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_E19 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_J10 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_D13 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_D6 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_F12 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_C14 2 0.4002 0.809 0.16 0.84 0.00
#> HP1504101T2D_H20 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_E9 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_A4 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_G12 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_K5 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_N13 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_M2 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_J20 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_L8 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_L7 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_O23 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_B5 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_E6 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_J18 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_M1 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_J4 2 0.5216 0.650 0.26 0.74 0.00
#> HP1504101T2D_N20 2 0.0892 0.968 0.00 0.98 0.02
#> HP1504101T2D_M24 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_G20 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_P17 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_D20 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_G7 1 0.0892 0.966 0.98 0.02 0.00
#> HP1502401_D16 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_G14 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_M19 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_K6 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_K2 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_M2 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_M9 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_K16 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_E17 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_M23 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_P22 2 0.0892 0.968 0.02 0.98 0.00
#> HP1504101T2D_H6 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_L10 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_I1 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_L11 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_L22 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_G8 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_O22 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_M5 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_D24 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_G22 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_J7 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_A6 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_I8 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_O4 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_L15 1 0.5397 0.610 0.72 0.28 0.00
#> HP1504101T2D_P21 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_A12 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_E10 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_O9 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_N1 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_H23 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_G5 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_H20 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_O20 2 0.0892 0.967 0.02 0.98 0.00
#> HP1504101T2D_D9 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_H24 2 0.6244 0.211 0.44 0.56 0.00
#> HP1502401_A6 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_O20 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_E15 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_O7 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_B7 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_C5 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_H2 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_A2 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_E22 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_C20 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_L4 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_P7 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_O10 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_I22 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_M20 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_L10 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_J3 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_A24 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_M11 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_O3 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_L3 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_P11 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_F3 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_J1 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_M21 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_P5 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_C20 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_G23 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_H16 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_N6 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_N20 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_E11 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_F20 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_B13 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_F19 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_B16 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_H19 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_L1 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_I24 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_P12 2 0.4002 0.805 0.00 0.84 0.16
#> HP1502401_A17 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_A8 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_H15 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_F21 3 0.0000 0.993 0.00 0.00 1.00
#> HP1502401_H1 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_I23 1 0.0000 0.987 1.00 0.00 0.00
#> HP1502401_F10 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_J24 1 0.0000 0.987 1.00 0.00 0.00
#> HP1504101T2D_D5 1 0.0892 0.966 0.98 0.02 0.00
#> HP1502401_N3 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_L18 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_L19 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_N5 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_N19 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_A23 1 0.5216 0.648 0.74 0.26 0.00
#> HP1504101T2D_D6 2 0.0000 0.986 0.00 1.00 0.00
#> HP1502401_K20 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504101T2D_N16 3 0.1529 0.955 0.00 0.04 0.96
#> HP1502401_B23 3 0.0000 0.993 0.00 0.00 1.00
#> HP1504101T2D_A18 2 0.0000 0.986 0.00 1.00 0.00
#> AZ_B9 2 0.0892 0.968 0.00 0.98 0.02
#> AZ_A6 2 0.0000 0.986 0.00 1.00 0.00
#> AZ_B1 3 0.0000 0.993 0.00 0.00 1.00
#> AZ_C1 1 0.0000 0.987 1.00 0.00 0.00
#> AZ_A11 2 0.0000 0.986 0.00 1.00 0.00
#> AZ_C2 1 0.0000 0.987 1.00 0.00 0.00
#> AZ_B12 1 0.0000 0.987 1.00 0.00 0.00
#> AZ_B2 1 0.0000 0.987 1.00 0.00 0.00
#> AZ_B3 1 0.0000 0.987 1.00 0.00 0.00
#> AZ_A10 3 0.0000 0.993 0.00 0.00 1.00
#> AZ_B5 1 0.0000 0.987 1.00 0.00 0.00
#> AZ_E12 2 0.0000 0.986 0.00 1.00 0.00
#> AZ_E4 1 0.0000 0.987 1.00 0.00 0.00
#> AZ_G6 1 0.0892 0.968 0.98 0.00 0.02
#> AZ_E2 1 0.0000 0.987 1.00 0.00 0.00
#> AZ_D8 3 0.0000 0.993 0.00 0.00 1.00
#> AZ_E7 3 0.0000 0.993 0.00 0.00 1.00
#> AZ_C8 1 0.0000 0.987 1.00 0.00 0.00
#> AZ_E5 1 0.0000 0.987 1.00 0.00 0.00
#> AZ_F4 1 0.0000 0.987 1.00 0.00 0.00
#> AZ_F7 1 0.0000 0.987 1.00 0.00 0.00
#> AZ_C5 1 0.0000 0.987 1.00 0.00 0.00
#> AZ_D7 1 0.0000 0.987 1.00 0.00 0.00
#> AZ_D4 1 0.0000 0.987 1.00 0.00 0.00
#> AZ_E8 1 0.0000 0.987 1.00 0.00 0.00
#> AZ_F1 3 0.0000 0.993 0.00 0.00 1.00
#> AZ_F8 1 0.0000 0.987 1.00 0.00 0.00
#> HP1508501T2D_J21 2 0.0000 0.986 0.00 1.00 0.00
#> HP1508501T2D_A13 2 0.0000 0.986 0.00 1.00 0.00
#> HP1508501T2D_J20 2 0.0000 0.986 0.00 1.00 0.00
#> HP1508501T2D_K19 2 0.0000 0.986 0.00 1.00 0.00
#> HP1508501T2D_F2 2 0.0000 0.986 0.00 1.00 0.00
#> HP1504901_P10 2 0.0000 0.986 0.00 1.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1502401_C14 4 0.0707 0.9508 0.02 0.00 0.00 0.98
#> HP1502401_E14 2 0.0707 0.9621 0.00 0.98 0.00 0.02
#> HP1502401_L14 2 0.0707 0.9621 0.00 0.98 0.00 0.02
#> HP1502401_M14 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1502401_K14 3 0.0707 0.9825 0.00 0.02 0.98 0.00
#> HP1504101T2D_M6 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1504101T2D_F15 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1502401_L21 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_F10 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1502401_K22 4 0.0707 0.9508 0.02 0.00 0.00 0.98
#> HP1502401_I22 2 0.3610 0.7943 0.00 0.80 0.00 0.20
#> HP1504101T2D_O12 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_L23 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1502401_G24 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_N17 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1502401_N8 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_O16 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_E16 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_A12 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1502401_D5 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_J15 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1504101T2D_N7 2 0.0707 0.9620 0.00 0.98 0.00 0.02
#> HP1502401_M5 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1502401_H15 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1502401_H8 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1504101T2D_H14 2 0.3400 0.7744 0.00 0.82 0.18 0.00
#> HP1502401_A7 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_O2 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1502401_J21 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1504101T2D_J13 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1502401_J8 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1502401_N15 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_D2 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1504101T2D_L2 1 0.5713 0.4390 0.62 0.34 0.00 0.04
#> HP1504101T2D_J18 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1502401_J1 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1502401_H3 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1504101T2D_B6 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_I15 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1502401_I4 1 0.4088 0.7949 0.82 0.00 0.04 0.14
#> HP1502401_J23 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_A20 2 0.2345 0.8720 0.00 0.90 0.10 0.00
#> HP1502401_L2 4 0.1211 0.9309 0.04 0.00 0.00 0.96
#> HP1502401_L23 1 0.3610 0.7473 0.80 0.00 0.00 0.20
#> HP1502401_F19 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1502401_O22 4 0.0707 0.9508 0.02 0.00 0.00 0.98
#> HP1504101T2D_H5 3 0.0707 0.9825 0.00 0.02 0.98 0.00
#> HP1504101T2D_F22 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1502401_A18 3 0.0707 0.9825 0.00 0.02 0.98 0.00
#> HP1504101T2D_J11 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1502401_L12 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1502401_H2 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1504101T2D_G17 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1502401_N1 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_I17 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1504101T2D_E18 2 0.0707 0.9621 0.00 0.98 0.00 0.02
#> HP1504101T2D_D7 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1502401_K9 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_L21 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_N12 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1504101T2D_B16 2 0.1637 0.9391 0.00 0.94 0.00 0.06
#> HP1504101T2D_L15 2 0.0707 0.9621 0.00 0.98 0.00 0.02
#> HP1504101T2D_D17 2 0.0707 0.9621 0.00 0.98 0.00 0.02
#> HP1504101T2D_A5 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1502401_C18 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_H4 4 0.1211 0.9309 0.04 0.00 0.00 0.96
#> HP1502401_L11 2 0.1637 0.9554 0.00 0.94 0.00 0.06
#> HP1502401_C8 3 0.0707 0.9825 0.00 0.02 0.98 0.00
#> HP1504101T2D_I18 2 0.0707 0.9620 0.00 0.98 0.00 0.02
#> HP1504101T2D_P2 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1504101T2D_N10 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_I14 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1502401_C6 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_M24 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_P9 2 0.0707 0.9621 0.00 0.98 0.00 0.02
#> HP1502401_E21 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1502401_M7 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_M21 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1504101T2D_E24 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_K4 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1502401_I6 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_N9 2 0.0707 0.9620 0.00 0.98 0.00 0.02
#> HP1502401_C16 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1504101T2D_E4 2 0.0707 0.9621 0.00 0.98 0.00 0.02
#> HP1502401_G4 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_I16 3 0.0707 0.9825 0.00 0.02 0.98 0.00
#> HP1504101T2D_E6 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1504101T2D_I15 2 0.0707 0.9621 0.00 0.98 0.00 0.02
#> HP1502401_B21 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_D3 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_O18 3 0.0707 0.9825 0.00 0.02 0.98 0.00
#> HP1504101T2D_C18 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_B11 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1504101T2D_C4 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1502401_F12 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1502401_C10 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_G11 2 0.0707 0.9621 0.00 0.98 0.00 0.02
#> HP1502401_E19 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_J10 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_D13 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1502401_D6 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_F12 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1504101T2D_C14 2 0.4642 0.6607 0.24 0.74 0.00 0.02
#> HP1504101T2D_H20 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_E9 2 0.0707 0.9621 0.00 0.98 0.00 0.02
#> HP1502401_A4 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_G12 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1502401_K5 4 0.0707 0.9508 0.02 0.00 0.00 0.98
#> HP1504101T2D_N13 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1502401_M2 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_J20 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_L8 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1504101T2D_L7 2 0.0707 0.9620 0.00 0.98 0.00 0.02
#> HP1502401_O23 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1502401_B5 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1502401_E6 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1502401_J18 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1502401_M1 4 0.0707 0.9461 0.00 0.02 0.00 0.98
#> HP1502401_J4 4 0.0707 0.9508 0.02 0.00 0.00 0.98
#> HP1504101T2D_N20 2 0.0707 0.9621 0.00 0.98 0.00 0.02
#> HP1504101T2D_M24 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1502401_G20 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_P17 2 0.1913 0.9378 0.02 0.94 0.00 0.04
#> HP1502401_D20 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1502401_G7 4 0.0707 0.9477 0.00 0.02 0.00 0.98
#> HP1502401_D16 2 0.2647 0.9003 0.00 0.88 0.00 0.12
#> HP1504101T2D_G14 2 0.0707 0.9620 0.00 0.98 0.00 0.02
#> HP1502401_M19 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1502401_K6 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1502401_K2 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1504101T2D_M2 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1504101T2D_M9 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1502401_K16 4 0.1211 0.9309 0.04 0.00 0.00 0.96
#> HP1502401_E17 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_M23 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1504101T2D_P22 2 0.4581 0.7895 0.08 0.80 0.00 0.12
#> HP1504101T2D_H6 3 0.3400 0.7919 0.00 0.18 0.82 0.00
#> HP1502401_L10 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_I1 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_L11 3 0.0707 0.9825 0.00 0.02 0.98 0.00
#> HP1502401_L22 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1502401_G8 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1504101T2D_O22 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_M5 1 0.2011 0.9215 0.92 0.08 0.00 0.00
#> HP1502401_D24 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1502401_G22 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_J7 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1504101T2D_A6 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1504101T2D_I8 2 0.0707 0.9620 0.00 0.98 0.00 0.02
#> HP1502401_O4 2 0.2345 0.9196 0.00 0.90 0.00 0.10
#> HP1502401_L15 4 0.0707 0.9508 0.02 0.00 0.00 0.98
#> HP1504101T2D_P21 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_A12 1 0.1211 0.9625 0.96 0.04 0.00 0.00
#> HP1502401_E10 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_O9 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1504101T2D_N1 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1504101T2D_H23 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_G5 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_H20 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1502401_O20 4 0.0707 0.9508 0.02 0.00 0.00 0.98
#> HP1504101T2D_D9 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_H24 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1502401_A6 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_O20 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1504101T2D_E15 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_O7 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_B7 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1502401_C5 3 0.0707 0.9825 0.00 0.02 0.98 0.00
#> HP1504101T2D_H2 2 0.0707 0.9620 0.00 0.98 0.00 0.02
#> HP1502401_A2 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_E22 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_C20 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_L4 2 0.0707 0.9620 0.00 0.98 0.00 0.02
#> HP1504101T2D_P7 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1504101T2D_O10 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1504101T2D_I22 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1502401_M20 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_L10 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1504101T2D_J3 2 0.0707 0.9621 0.00 0.98 0.00 0.02
#> HP1502401_A24 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_M11 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_O3 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1504101T2D_L3 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1504101T2D_P11 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1504101T2D_F3 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1504101T2D_J1 2 0.0707 0.9620 0.00 0.98 0.00 0.02
#> HP1502401_M21 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1504101T2D_P5 3 0.0707 0.9825 0.00 0.02 0.98 0.00
#> HP1502401_C20 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_G23 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1502401_H16 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1504101T2D_N6 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1502401_N20 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1502401_E11 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1502401_F20 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_B13 2 0.0707 0.9620 0.00 0.98 0.00 0.02
#> HP1504101T2D_F19 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1502401_B16 4 0.4855 0.2966 0.00 0.40 0.00 0.60
#> HP1502401_H19 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_L1 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1502401_I24 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_P12 2 0.0707 0.9621 0.00 0.98 0.00 0.02
#> HP1502401_A17 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1504101T2D_A8 1 0.0707 0.9777 0.98 0.02 0.00 0.00
#> HP1504101T2D_H15 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1502401_F21 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1502401_H1 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1502401_I23 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1502401_F10 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1504101T2D_J24 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1504101T2D_D5 1 0.1913 0.9431 0.94 0.04 0.00 0.02
#> HP1502401_N3 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1504101T2D_L18 2 0.0707 0.9620 0.00 0.98 0.00 0.02
#> HP1504101T2D_L19 2 0.0707 0.9620 0.00 0.98 0.00 0.02
#> HP1504101T2D_N5 2 0.0707 0.9620 0.00 0.98 0.00 0.02
#> HP1502401_N19 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1504101T2D_A23 2 0.2335 0.9056 0.06 0.92 0.00 0.02
#> HP1504101T2D_D6 2 0.0707 0.9620 0.00 0.98 0.00 0.02
#> HP1502401_K20 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> HP1504101T2D_N16 2 0.1411 0.9498 0.00 0.96 0.02 0.02
#> HP1502401_B23 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> HP1504101T2D_A18 2 0.0707 0.9621 0.00 0.98 0.00 0.02
#> AZ_B9 4 0.6205 0.0782 0.02 0.46 0.02 0.50
#> AZ_A6 4 0.4855 0.2923 0.00 0.40 0.00 0.60
#> AZ_B1 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> AZ_C1 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> AZ_A11 2 0.2647 0.8989 0.00 0.88 0.00 0.12
#> AZ_C2 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> AZ_B12 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> AZ_B2 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> AZ_B3 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> AZ_A10 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> AZ_B5 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> AZ_E12 4 0.0000 0.9630 0.00 0.00 0.00 1.00
#> AZ_E4 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> AZ_G6 1 0.1637 0.9273 0.94 0.00 0.06 0.00
#> AZ_E2 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> AZ_D8 3 0.0707 0.9825 0.00 0.02 0.98 0.00
#> AZ_E7 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> AZ_C8 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> AZ_E5 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> AZ_F4 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> AZ_F7 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> AZ_C5 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> AZ_D7 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> AZ_D4 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> AZ_E8 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> AZ_F1 3 0.0000 0.9934 0.00 0.00 1.00 0.00
#> AZ_F8 1 0.0000 0.9811 1.00 0.00 0.00 0.00
#> HP1508501T2D_J21 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1508501T2D_A13 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1508501T2D_J20 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1508501T2D_K19 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1508501T2D_F2 2 0.1211 0.9673 0.00 0.96 0.00 0.04
#> HP1504901_P10 2 0.1211 0.9673 0.00 0.96 0.00 0.04
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 251 6.43e-12 6.68e-05 1.93e-02 2
#> ATC:skmeans 253 3.97e-43 2.60e-02 6.16e-03 3
#> ATC:skmeans 251 1.22e-47 1.35e-18 2.67e-38 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node023. Child nodes: Node01221-leaf , Node01222-leaf , Node02111 , Node02112 , Node02121 , Node02122 , Node02211 , Node02212-leaf , Node02213-leaf , Node02221 , Node02222 , Node02223-leaf , Node02231-leaf , Node02232-leaf , Node02233-leaf , Node02234-leaf , Node02311-leaf , Node02312 , Node02313-leaf , Node02321-leaf , Node02322-leaf , Node02323-leaf , Node02324-leaf , Node02331-leaf , Node02332-leaf , Node02411-leaf , Node02412-leaf , Node02421-leaf , Node02422 , Node02423-leaf , Node02431-leaf , Node02432-leaf , Node02433-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["0233"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11618 rows and 78 columns.
#> Top rows (1135) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 3.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 1.000 1.000 0.486 0.515 0.515
#> 3 3 0.905 0.913 0.965 0.375 0.804 0.623
#> 4 4 0.875 0.883 0.944 0.103 0.902 0.718
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 3
#> attr(,"optional")
#> [1] 2
There is also optional best \(k\) = 2 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1504101T2D_M18 1 0 1 1 0
#> HP1504101T2D_A24 2 0 1 0 1
#> HP1504101T2D_G1 1 0 1 1 0
#> HP1504101T2D_M19 1 0 1 1 0
#> HP1504101T2D_O16 1 0 1 1 0
#> HP1504101T2D_I20 1 0 1 1 0
#> HP1504101T2D_G4 2 0 1 0 1
#> HP1504101T2D_K24 1 0 1 1 0
#> HP1504101T2D_I24 1 0 1 1 0
#> HP1504101T2D_F7 1 0 1 1 0
#> HP1504101T2D_I5 1 0 1 1 0
#> HP1504101T2D_C17 1 0 1 1 0
#> HP1504101T2D_J2 1 0 1 1 0
#> HP1504101T2D_A19 1 0 1 1 0
#> HP1504101T2D_G2 1 0 1 1 0
#> HP1504101T2D_K22 1 0 1 1 0
#> HP1504101T2D_N19 1 0 1 1 0
#> HP1502401_E7 2 0 1 0 1
#> HP1504101T2D_E23 1 0 1 1 0
#> HP1504101T2D_A4 2 0 1 0 1
#> HP1504101T2D_H9 1 0 1 1 0
#> HP1504101T2D_K23 1 0 1 1 0
#> HP1502401_K24 2 0 1 0 1
#> HP1504101T2D_G24 1 0 1 1 0
#> HP1502401_J6 1 0 1 1 0
#> HP1504101T2D_D19 1 0 1 1 0
#> HP1504101T2D_M7 1 0 1 1 0
#> HP1504101T2D_O6 1 0 1 1 0
#> HP1504101T2D_D18 2 0 1 0 1
#> HP1504101T2D_F2 2 0 1 0 1
#> HP1504101T2D_E14 2 0 1 0 1
#> HP1504101T2D_C15 1 0 1 1 0
#> HP1504101T2D_C22 1 0 1 1 0
#> HP1504101T2D_P24 2 0 1 0 1
#> HP1504101T2D_B17 2 0 1 0 1
#> HP1504101T2D_G10 1 0 1 1 0
#> HP1504101T2D_M1 2 0 1 0 1
#> HP1504101T2D_A13 2 0 1 0 1
#> HP1504101T2D_K12 1 0 1 1 0
#> HP1504101T2D_D21 2 0 1 0 1
#> HP1504101T2D_G19 1 0 1 1 0
#> HP1504101T2D_B18 2 0 1 0 1
#> HP1504101T2D_O14 1 0 1 1 0
#> HP1504101T2D_M10 1 0 1 1 0
#> HP1504101T2D_B21 1 0 1 1 0
#> HP1504101T2D_C21 2 0 1 0 1
#> HP1504101T2D_D24 2 0 1 0 1
#> HP1504101T2D_I23 1 0 1 1 0
#> HP1504101T2D_B5 2 0 1 0 1
#> HP1504101T2D_L24 2 0 1 0 1
#> HP1504101T2D_B12 2 0 1 0 1
#> HP1504101T2D_N24 1 0 1 1 0
#> HP1504101T2D_N22 1 0 1 1 0
#> HP1504101T2D_L1 2 0 1 0 1
#> HP1504101T2D_K20 1 0 1 1 0
#> HP1504101T2D_K17 1 0 1 1 0
#> HP1504101T2D_H21 1 0 1 1 0
#> HP1502401_F23 1 0 1 1 0
#> HP1504101T2D_J20 1 0 1 1 0
#> HP1504101T2D_G21 2 0 1 0 1
#> HP1502401_K21 1 0 1 1 0
#> HP1504101T2D_N8 1 0 1 1 0
#> HP1504101T2D_D23 2 0 1 0 1
#> HP1502401_L20 1 0 1 1 0
#> HP1504101T2D_D12 2 0 1 0 1
#> HP1504101T2D_H22 1 0 1 1 0
#> HP1504101T2D_F13 2 0 1 0 1
#> HP1504101T2D_H24 2 0 1 0 1
#> HP1504101T2D_J22 2 0 1 0 1
#> HP1504101T2D_O11 2 0 1 0 1
#> HP1504101T2D_M23 1 0 1 1 0
#> HP1504101T2D_J5 2 0 1 0 1
#> HP1504101T2D_O23 2 0 1 0 1
#> HP1504101T2D_F20 2 0 1 0 1
#> HP1504101T2D_K18 1 0 1 1 0
#> HP1504101T2D_P18 1 0 1 1 0
#> HP1504101T2D_F16 2 0 1 0 1
#> AZ_B11 1 0 1 1 0
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1504101T2D_M18 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_A24 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_G1 3 0.296 0.858 0.10 0.00 0.90
#> HP1504101T2D_M19 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_O16 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_I20 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_G4 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_K24 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_I24 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_F7 3 0.000 0.939 0.00 0.00 1.00
#> HP1504101T2D_I5 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_C17 3 0.000 0.939 0.00 0.00 1.00
#> HP1504101T2D_J2 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_A19 3 0.571 0.522 0.32 0.00 0.68
#> HP1504101T2D_G2 1 0.502 0.674 0.76 0.00 0.24
#> HP1504101T2D_K22 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_N19 3 0.000 0.939 0.00 0.00 1.00
#> HP1502401_E7 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_E23 3 0.000 0.939 0.00 0.00 1.00
#> HP1504101T2D_A4 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_H9 3 0.000 0.939 0.00 0.00 1.00
#> HP1504101T2D_K23 3 0.000 0.939 0.00 0.00 1.00
#> HP1502401_K24 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_G24 1 0.000 0.950 1.00 0.00 0.00
#> HP1502401_J6 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_D19 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_M7 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_O6 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_D18 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_F2 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_E14 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_C15 3 0.000 0.939 0.00 0.00 1.00
#> HP1504101T2D_C22 1 0.296 0.864 0.90 0.00 0.10
#> HP1504101T2D_P24 2 0.613 0.336 0.40 0.60 0.00
#> HP1504101T2D_B17 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_G10 3 0.000 0.939 0.00 0.00 1.00
#> HP1504101T2D_M1 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_A13 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_K12 3 0.000 0.939 0.00 0.00 1.00
#> HP1504101T2D_D21 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_G19 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_B18 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_O14 3 0.000 0.939 0.00 0.00 1.00
#> HP1504101T2D_M10 3 0.207 0.896 0.06 0.00 0.94
#> HP1504101T2D_B21 3 0.153 0.912 0.04 0.00 0.96
#> HP1504101T2D_C21 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_D24 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_I23 1 0.334 0.843 0.88 0.00 0.12
#> HP1504101T2D_B5 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_L24 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_B12 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_N24 1 0.556 0.562 0.70 0.00 0.30
#> HP1504101T2D_N22 1 0.624 0.194 0.56 0.00 0.44
#> HP1504101T2D_L1 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_K20 3 0.000 0.939 0.00 0.00 1.00
#> HP1504101T2D_K17 3 0.000 0.939 0.00 0.00 1.00
#> HP1504101T2D_H21 3 0.000 0.939 0.00 0.00 1.00
#> HP1502401_F23 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_J20 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_G21 2 0.000 0.985 0.00 1.00 0.00
#> HP1502401_K21 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_N8 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_D23 2 0.000 0.985 0.00 1.00 0.00
#> HP1502401_L20 3 0.624 0.206 0.44 0.00 0.56
#> HP1504101T2D_D12 3 0.400 0.782 0.00 0.16 0.84
#> HP1504101T2D_H22 3 0.000 0.939 0.00 0.00 1.00
#> HP1504101T2D_F13 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_H24 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_J22 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_O11 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_M23 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_J5 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_O23 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_F20 2 0.000 0.985 0.00 1.00 0.00
#> HP1504101T2D_K18 3 0.000 0.939 0.00 0.00 1.00
#> HP1504101T2D_P18 1 0.000 0.950 1.00 0.00 0.00
#> HP1504101T2D_F16 2 0.000 0.985 0.00 1.00 0.00
#> AZ_B11 1 0.000 0.950 1.00 0.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1504101T2D_M18 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1504101T2D_A24 4 0.1211 0.940 0.00 0.04 0.00 0.96
#> HP1504101T2D_G1 3 0.2647 0.843 0.12 0.00 0.88 0.00
#> HP1504101T2D_M19 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1504101T2D_O16 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1504101T2D_I20 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1504101T2D_G4 2 0.0000 0.961 0.00 1.00 0.00 0.00
#> HP1504101T2D_K24 1 0.1411 0.905 0.96 0.00 0.02 0.02
#> HP1504101T2D_I24 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1504101T2D_F7 3 0.0707 0.946 0.00 0.00 0.98 0.02
#> HP1504101T2D_I5 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1504101T2D_C17 3 0.0707 0.946 0.00 0.00 0.98 0.02
#> HP1504101T2D_J2 1 0.1211 0.897 0.96 0.00 0.00 0.04
#> HP1504101T2D_A19 3 0.4406 0.529 0.30 0.00 0.70 0.00
#> HP1504101T2D_G2 1 0.4134 0.661 0.74 0.00 0.26 0.00
#> HP1504101T2D_K22 1 0.1411 0.905 0.96 0.00 0.02 0.02
#> HP1504101T2D_N19 3 0.1211 0.943 0.00 0.00 0.96 0.04
#> HP1502401_E7 2 0.0000 0.961 0.00 1.00 0.00 0.00
#> HP1504101T2D_E23 3 0.0000 0.949 0.00 0.00 1.00 0.00
#> HP1504101T2D_A4 2 0.4277 0.541 0.00 0.72 0.00 0.28
#> HP1504101T2D_H9 3 0.0707 0.944 0.00 0.00 0.98 0.02
#> HP1504101T2D_K23 3 0.1211 0.943 0.00 0.00 0.96 0.04
#> HP1502401_K24 2 0.0000 0.961 0.00 1.00 0.00 0.00
#> HP1504101T2D_G24 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1502401_J6 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1504101T2D_D19 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1504101T2D_M7 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1504101T2D_O6 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1504101T2D_D18 4 0.1211 0.940 0.00 0.04 0.00 0.96
#> HP1504101T2D_F2 2 0.0000 0.961 0.00 1.00 0.00 0.00
#> HP1504101T2D_E14 2 0.0000 0.961 0.00 1.00 0.00 0.00
#> HP1504101T2D_C15 3 0.0707 0.946 0.00 0.00 0.98 0.02
#> HP1504101T2D_C22 1 0.3335 0.827 0.86 0.00 0.12 0.02
#> HP1504101T2D_P24 4 0.1411 0.918 0.02 0.02 0.00 0.96
#> HP1504101T2D_B17 2 0.0000 0.961 0.00 1.00 0.00 0.00
#> HP1504101T2D_G10 3 0.0000 0.949 0.00 0.00 1.00 0.00
#> HP1504101T2D_M1 2 0.0000 0.961 0.00 1.00 0.00 0.00
#> HP1504101T2D_A13 2 0.0000 0.961 0.00 1.00 0.00 0.00
#> HP1504101T2D_K12 3 0.0707 0.946 0.00 0.00 0.98 0.02
#> HP1504101T2D_D21 2 0.0000 0.961 0.00 1.00 0.00 0.00
#> HP1504101T2D_G19 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1504101T2D_B18 4 0.4790 0.464 0.00 0.38 0.00 0.62
#> HP1504101T2D_O14 3 0.1211 0.943 0.00 0.00 0.96 0.04
#> HP1504101T2D_M10 3 0.0000 0.949 0.00 0.00 1.00 0.00
#> HP1504101T2D_B21 3 0.5255 0.767 0.12 0.08 0.78 0.02
#> HP1504101T2D_C21 2 0.0000 0.961 0.00 1.00 0.00 0.00
#> HP1504101T2D_D24 4 0.1211 0.940 0.00 0.04 0.00 0.96
#> HP1504101T2D_I23 1 0.4284 0.735 0.78 0.00 0.20 0.02
#> HP1504101T2D_B5 2 0.0000 0.961 0.00 1.00 0.00 0.00
#> HP1504101T2D_L24 4 0.1211 0.940 0.00 0.04 0.00 0.96
#> HP1504101T2D_B12 4 0.1211 0.940 0.00 0.04 0.00 0.96
#> HP1504101T2D_N24 1 0.3801 0.717 0.78 0.00 0.22 0.00
#> HP1504101T2D_N22 1 0.5594 0.143 0.52 0.00 0.46 0.02
#> HP1504101T2D_L1 2 0.0000 0.961 0.00 1.00 0.00 0.00
#> HP1504101T2D_K20 3 0.0000 0.949 0.00 0.00 1.00 0.00
#> HP1504101T2D_K17 3 0.0000 0.949 0.00 0.00 1.00 0.00
#> HP1504101T2D_H21 3 0.0707 0.944 0.00 0.00 0.98 0.02
#> HP1502401_F23 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1504101T2D_J20 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1504101T2D_G21 4 0.1211 0.940 0.00 0.04 0.00 0.96
#> HP1502401_K21 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1504101T2D_N8 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1504101T2D_D23 2 0.0000 0.961 0.00 1.00 0.00 0.00
#> HP1502401_L20 1 0.4977 0.185 0.54 0.00 0.46 0.00
#> HP1504101T2D_D12 2 0.5062 0.537 0.00 0.68 0.30 0.02
#> HP1504101T2D_H22 3 0.0000 0.949 0.00 0.00 1.00 0.00
#> HP1504101T2D_F13 4 0.3801 0.760 0.00 0.22 0.00 0.78
#> HP1504101T2D_H24 4 0.1211 0.940 0.00 0.04 0.00 0.96
#> HP1504101T2D_J22 4 0.1211 0.940 0.00 0.04 0.00 0.96
#> HP1504101T2D_O11 2 0.0000 0.961 0.00 1.00 0.00 0.00
#> HP1504101T2D_M23 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1504101T2D_J5 2 0.0707 0.940 0.00 0.98 0.00 0.02
#> HP1504101T2D_O23 2 0.0000 0.961 0.00 1.00 0.00 0.00
#> HP1504101T2D_F20 2 0.0000 0.961 0.00 1.00 0.00 0.00
#> HP1504101T2D_K18 3 0.0000 0.949 0.00 0.00 1.00 0.00
#> HP1504101T2D_P18 1 0.0000 0.925 1.00 0.00 0.00 0.00
#> HP1504101T2D_F16 2 0.0000 0.961 0.00 1.00 0.00 0.00
#> AZ_B11 1 0.0000 0.925 1.00 0.00 0.00 0.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 78 6.19e-16 0.819 0.627 2
#> ATC:skmeans 75 2.09e-14 0.156 NaN 3
#> ATC:skmeans 75 5.69e-13 0.207 NaN 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node02. Child nodes: Node0121-leaf , Node0122 , Node0123-leaf , Node0131-leaf , Node0132-leaf , Node0211 , Node0212 , Node0213-leaf , Node0221 , Node0222 , Node0223 , Node0231 , Node0232 , Node0233 , Node0241 , Node0242 , Node0243 .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["024"]
A summary of res and all the functions that can be applied to it:
res
#> A 'DownSamplingConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 12668 rows and 500 columns, randomly sampled from 528 columns.
#> Top rows (1203) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 3.
#>
#> Following methods can be applied to this 'DownSamplingConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.979 0.991 0.497 0.504 0.504
#> 3 3 1.000 0.968 0.987 0.339 0.745 0.534
#> 4 4 0.816 0.728 0.859 0.105 0.878 0.663
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 3
#> attr(,"optional")
#> [1] 2
There is also optional best \(k\) = 2 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
get_classes(res, k = 2)
#> class p
#> HP1502401_L13 1 0.000
#> HP1504101T2D_B4 2 1.000
#> HP1504101T2D_B10 1 0.751
#> HP1504101T2D_G16 2 0.000
#> HP1504101T2D_A15 2 0.498
#> HP1504101T2D_K2 2 0.000
#> HP1504101T2D_M4 1 0.000
#> HP1504101T2D_B22 1 0.751
#> HP1504101T2D_L13 1 1.000
#> HP1502401_E5 2 0.000
#> HP1502401_O1 1 0.000
#> HP1504101T2D_M15 1 0.000
#> HP1504101T2D_N15 1 0.000
#> HP1504101T2D_E1 1 0.000
#> HP1504101T2D_E11 1 0.751
#> HP1502401_B18 1 0.498
#> HP1502401_E16 1 0.000
#> HP1504101T2D_F17 2 0.000
#> HP1502401_H6 2 0.000
#> HP1504101T2D_F11 1 1.000
#> HP1502401_F18 1 0.249
#> HP1504101T2D_O4 2 0.000
#> HP1504101T2D_I10 1 0.751
#> HP1502401_D12 2 0.000
#> HP1502401_C4 1 0.000
#> HP1502401_N23 1 1.000
#> HP1502401_B15 1 1.000
#> HP1504101T2D_C12 1 0.000
#> HP1502401_H5 1 0.000
#> HP1502401_N7 1 1.000
#> HP1502401_M12 2 1.000
#> HP1504101T2D_A17 1 0.751
#> HP1504101T2D_E7 1 0.000
#> HP1504101T2D_C10 2 0.000
#> HP1504101T2D_N21 2 0.000
#> HP1504101T2D_G3 2 0.253
#> HP1504101T2D_K8 2 0.000
#> HP1502401_M3 1 0.000
#> HP1504101T2D_F14 2 0.000
#> HP1504101T2D_L5 1 0.000
#> HP1502401_L4 1 0.000
#> HP1504101T2D_E8 1 0.502
#> HP1502401_M6 1 1.000
#> HP1504101T2D_H17 2 0.253
#> HP1502401_H12 2 0.000
#> HP1502401_I8 1 0.000
#> HP1504101T2D_N2 1 0.000
#> HP1504101T2D_D15 2 0.000
#> HP1504101T2D_H1 2 0.000
#> HP1504101T2D_J9 2 0.249
#> HP1502401_C7 2 0.000
#> HP1504101T2D_E20 2 0.000
#> HP1504101T2D_G8 2 0.000
#> HP1504101T2D_D11 1 0.253
#> HP1502401_E9 2 0.000
#> HP1504101T2D_M3 1 1.000
#> HP1502401_B8 2 0.000
#> AZ_C11 2 0.000
#> AZ_B10 2 0.498
#> AZ_C10 2 0.000
#> AZ_D5 1 1.000
#> AZ_C4 2 0.000
#> HP1508501T2D_B23 1 0.000
#> HP1508501T2D_F3 2 0.000
#> HP1508501T2D_I15 1 0.000
#> HP1508501T2D_M19 1 0.000
#> HP1508501T2D_L18 1 0.000
#> HP1508501T2D_D5 1 0.000
#> HP1508501T2D_L7 1 0.000
#> HP1508501T2D_E12 1 0.000
#> HP1508501T2D_C13 1 0.000
#> HP1508501T2D_A24 1 0.000
#> HP1508501T2D_K16 1 0.000
#> HP1508501T2D_K4 1 0.000
#> HP1508501T2D_K20 1 0.253
#> HP1508501T2D_B10 1 0.000
#> HP1508501T2D_G20 1 0.000
#> HP1508501T2D_M14 1 1.000
#> HP1508501T2D_E8 1 0.000
#> HP1508501T2D_M8 1 0.000
#> HP1508501T2D_C8 2 0.000
#> HP1508501T2D_F11 1 0.000
#> HP1508501T2D_N11 1 0.000
#> HP1508501T2D_H10 1 0.000
#> HP1508501T2D_C4 1 1.000
#> HP1508501T2D_J24 1 1.000
#> HP1508501T2D_J18 2 0.000
#> HP1508501T2D_G4 1 0.000
#> HP1508501T2D_B16 2 0.000
#> HP1508501T2D_G22 2 0.000
#> HP1506401_I1 1 0.000
#> HP1506401_G1 1 0.000
#> HP1506401_B22 1 0.000
#> HP1506401_I14 1 0.000
#> HP1506401_G8 1 0.000
#> HP1506401_F12 2 0.000
#> HP1506401_H12 1 0.000
#> HP1506401_F24 2 0.000
#> HP1506401_J17 2 0.000
#> HP1506401_H14 1 0.000
#> HP1506401_K23 1 0.249
#> HP1506401_O23 1 0.000
#> HP1506401_H11 1 0.000
#> HP1506401_I23 2 0.000
#> HP1506401_J4 1 0.000
#> HP1506401_F14 1 0.000
#> HP1506401_O6 1 0.000
#> HP1506401_L14 1 0.751
#> HP1506401_D9 1 1.000
#> HP1506401_H13 1 0.000
#> HP1506401_O11 2 0.000
#> HP1506401_P12 2 0.000
#> HP1506401_E16 2 0.000
#> HP1506401_F11 2 0.000
#> HP1506401_I8 1 0.000
#> HP1506401_A24 2 0.000
#> HP1506401_G11 2 0.000
#> HP1506401_D13 2 0.000
#> HP1506401_C8 2 0.000
#> HP1506401_F9 2 0.000
#> HP1506401_M6 1 0.000
#> HP1506401_J16 1 0.000
#> HP1506401_B3 1 0.000
#> HP1506401_M24 2 0.000
#> HP1506401_H22 1 0.000
#> HP1506401_I12 2 0.000
#> HP1506401_G12 2 0.000
#> HP1506401_B11 2 0.000
#> HP1507101_E2 1 0.000
#> HP1507101_N9 1 0.000
#> HP1507101_B3 1 0.000
#> HP1507101_D20 1 0.000
#> HP1507101_O22 1 0.000
#> HP1507101_D6 2 0.000
#> HP1507101_N3 1 0.000
#> HP1507101_P2 2 0.000
#> HP1507101_J9 1 1.000
#> HP1507101_L13 1 0.000
#> HP1507101_L7 1 0.000
#> HP1507101_F22 1 0.000
#> HP1507101_F16 1 0.000
#> HP1507101_P10 1 0.000
#> HP1507101_B23 1 0.000
#> HP1507101_H11 1 0.000
#> HP1507101_I8 1 0.000
#> HP1507101_L2 1 0.000
#> HP1507101_D2 1 0.000
#> HP1507101_H4 2 0.000
#> HP1507101_H14 1 0.000
#> HP1507101_H9 1 0.000
#> HP1507101_J24 1 0.000
#> HP1507101_P11 1 0.000
#> HP1507101_P4 1 0.000
#> HP1507101_D3 2 0.000
#> HP1507101_N19 1 0.000
#> HP1507101_E8 1 0.000
#> HP1507101_J23 1 0.000
#> HP1507101_I12 2 0.000
#> HP1507101_N18 1 0.000
#> HP1507101_M4 1 0.000
#> HP1507101_B7 1 0.000
#> HP1507101_H23 1 0.000
#> HP1507101_M14 1 0.000
#> HP1507101_I4 1 0.000
#> HP1507101_G24 1 0.000
#> HP1507101_D1 1 0.000
#> HP1507101_F10 2 0.000
#> HP1507101_H10 2 1.000
#> HP1507101_I22 1 0.000
#> HP1507101_B1 1 0.000
#> HP1507101_N16 1 0.000
#> HP1507101_F2 1 0.000
#> HP1507101_B14 1 0.000
#> HP1507101_N6 2 0.000
#> HP1507101_M18 1 0.000
#> HP1507101_D24 1 0.000
#> HP1507101_B13 1 0.000
#> HP1507101_H22 1 0.000
#> HP1507101_F13 1 0.000
#> HP1507101_J20 2 0.000
#> HP1507101_O9 2 0.000
#> HP1507101_B19 1 0.000
#> HP1507101_D12 1 0.000
#> HP1507101_L4 1 1.000
#> HP1507101_A18 1 0.000
#> HP1507101_B24 1 0.000
#> HP1507101_I18 2 0.000
#> HP1507101_B6 1 0.000
#> HP1507101_D15 1 0.000
#> HP1507101_H17 2 0.000
#> HP1507101_E12 1 0.000
#> HP1507101_H3 1 0.000
#> HP1507101_L14 1 0.000
#> HP1507101_L6 1 0.000
#> HP1507101_N23 1 0.000
#> HP1507101_C14 1 0.000
#> HP1507101_D17 1 0.000
#> HP1507101_I24 1 0.000
#> HP1507101_I5 1 0.000
#> HP1507101_O19 2 0.000
#> HP1507101_B5 1 1.000
#> HP1507101_J4 1 0.000
#> HP1507101_F4 2 0.000
#> HP1507101_O11 1 0.000
#> HP1507101_C8 1 0.000
#> HP1507101_F12 2 0.000
#> HP1507101_F9 1 0.498
#> HP1507101_O8 2 0.000
#> HP1509101_A3 1 0.000
#> HP1509101_C1 2 0.000
#> HP1509101_I14 1 0.000
#> HP1509101_H21 1 0.000
#> HP1509101_L8 1 0.000
#> HP1509101_G24 1 0.000
#> HP1509101_N12 1 0.000
#> HP1509101_L11 1 0.000
#> HP1509101_C12 1 0.000
#> HP1509101_D19 1 0.000
#> HP1509101_J4 1 0.000
#> HP1509101_H11 1 0.000
#> HP1509101_I21 1 0.000
#> HP1509101_P12 2 0.000
#> HP1509101_J15 1 0.000
#> HP1509101_P1 1 0.000
#> HP1509101_J20 1 0.000
#> HP1509101_P7 2 0.000
#> HP1509101_E22 2 0.000
#> HP1509101_J19 1 1.000
#> HP1509101_O16 1 0.000
#> HP1509101_N20 1 0.000
#> HP1509101_B10 1 0.000
#> HP1509101_J24 1 0.000
#> HP1504901_I23 2 1.000
#> HP1504901_J8 1 0.000
#> HP1504901_F18 1 0.751
#> HP1504901_D23 1 0.000
#> HP1504901_N22 2 0.751
#> HP1504901_J20 1 0.000
#> HP1504901_J23 1 0.000
#> HP1504901_J4 2 0.000
#> HP1504901_G2 1 0.000
#> HP1504901_N16 1 0.000
#> HP1504901_F24 1 0.000
#> HP1504901_M24 1 0.000
#> HP1504901_B18 1 0.000
#> HP1504901_F9 1 0.000
#> HP1504901_E10 2 0.000
#> HP1504901_N17 1 0.000
#> HP1504901_D2 1 0.000
#> HP1504901_D24 1 0.000
#> HP1504901_F4 1 0.000
#> HP1504901_M21 2 0.000
#> HP1504901_I8 2 1.000
#> HP1504901_B2 1 0.000
#> HP1525301T2D_K15 1 0.000
#> HP1525301T2D_D19 1 1.000
#> HP1526901T2D_K12 2 0.253
#> HP1525301T2D_K23 1 0.000
#> HP1526901T2D_A20 2 0.000
#> HP1526901T2D_A10 2 0.000
#> HP1525301T2D_I21 1 0.000
#> HP1526901T2D_A3 1 0.498
#> HP1525301T2D_I12 1 0.000
#> HP1525301T2D_P22 1 0.000
#> HP1526901T2D_P20 1 0.000
#> HP1526901T2D_B6 2 0.000
#> HP1526901T2D_P9 2 0.000
#> HP1526901T2D_E11 2 0.000
#> HP1526901T2D_H18 2 0.000
#> HP1526901T2D_D5 1 0.000
#> HP1525301T2D_J14 1 0.000
#> HP1525301T2D_P6 1 0.000
#> HP1526901T2D_K6 1 0.000
#> HP1526901T2D_L16 2 1.000
#> HP1526901T2D_F2 1 0.000
#> HP1525301T2D_B1 1 0.000
#> HP1525301T2D_E19 1 0.249
#> HP1526901T2D_C13 1 0.000
#> HP1525301T2D_F19 1 0.000
#> HP1526901T2D_C19 2 0.000
#> HP1526901T2D_E18 1 0.498
#> HP1525301T2D_N3 2 0.000
#> HP1525301T2D_I6 2 0.000
#> HP1525301T2D_N23 1 0.000
#> HP1525301T2D_G22 1 0.000
#> HP1526901T2D_O22 2 1.000
#> HP1526901T2D_G21 2 0.000
#> HP1525301T2D_D11 1 0.000
#> HP1526901T2D_I6 2 0.751
#> HP1526901T2D_H24 2 0.000
#> HP1525301T2D_E1 1 0.000
#> HP1526901T2D_J22 2 0.000
#> HP1526901T2D_N15 2 1.000
#> HP1526901T2D_A1 2 0.000
#> HP1526901T2D_F3 2 1.000
#> HP1526901T2D_P21 2 1.000
#> HP1526901T2D_J24 2 1.000
#> HP1526901T2D_K11 2 0.000
#> HP1526901T2D_G17 2 0.000
#> HP1526901T2D_L1 2 0.000
#> HP1526901T2D_L2 2 1.000
#> HP1526901T2D_M19 2 0.000
#> HP1526901T2D_A16 2 0.000
#> HP1526901T2D_B4 2 0.000
#> HP1526901T2D_F21 1 0.000
#> HP1525301T2D_M16 1 0.000
#> HP1526901T2D_K3 2 0.000
#> HP1526901T2D_O15 2 0.000
#> HP1526901T2D_J21 2 0.000
#> HP1526901T2D_G7 2 1.000
#> HP1526901T2D_J5 2 0.000
#> HP1525301T2D_F23 2 0.000
#> HP1526901T2D_L4 2 0.000
#> HP1526901T2D_L14 2 0.000
#> HP1525301T2D_H23 1 0.000
#> HP1526901T2D_F10 2 1.000
#> HP1526901T2D_I10 2 0.000
#> HP1525301T2D_I4 1 0.000
#> HP1526901T2D_G23 2 0.000
#> HP1526901T2D_P22 2 0.000
#> HP1526901T2D_H20 2 0.000
#> HP1526901T2D_L7 2 0.000
#> HP1526901T2D_N12 2 0.000
#> HP1526901T2D_F5 2 0.000
#> HP1526901T2D_K24 2 0.000
#> HP1525301T2D_M7 2 0.000
#> HP1526901T2D_E8 2 1.000
#> HP1526901T2D_P14 1 0.000
#> HP1526901T2D_O24 2 0.000
#> HP1526901T2D_O14 2 0.000
#> HP1526901T2D_E20 2 0.000
#> HP1525301T2D_H6 1 0.000
#> HP1525301T2D_C10 1 0.000
#> HP1526901T2D_C3 2 0.000
#> HP1526901T2D_N13 2 0.000
#> HP1526901T2D_L19 1 0.000
#> HP1525301T2D_H7 1 0.000
#> HP1526901T2D_D19 2 0.000
#> HP1525301T2D_E23 1 0.000
#> HP1526901T2D_N9 1 0.000
#> HP1525301T2D_I7 1 0.000
#> HP1526901T2D_B18 2 0.000
#> HP1526901T2D_O21 2 1.000
#> HP1526901T2D_G14 1 0.000
#> HP1525301T2D_E7 1 0.000
#> HP1525301T2D_E3 1 0.000
#> HP1526901T2D_A4 2 0.000
#> HP1526901T2D_G1 2 0.000
#> HP1526901T2D_L5 2 0.000
#> HP1526901T2D_A23 2 0.000
#> HP1526901T2D_K22 2 0.000
#> HP1526901T2D_F17 2 0.000
#> HP1526901T2D_N3 2 0.000
#> HP1526901T2D_K23 2 0.000
#> HP1526901T2D_O1 2 0.000
#> HP1526901T2D_O17 2 0.000
#> HP1525301T2D_H19 1 0.000
#> HP1525301T2D_M13 1 0.000
#> HP1526901T2D_A9 1 0.000
#> HP1525301T2D_P24 1 0.000
#> HP1526901T2D_A12 2 0.751
#> HP1526901T2D_K20 2 0.000
#> HP1526901T2D_A2 2 0.000
#> HP1526901T2D_L11 1 0.000
#> HP1526901T2D_B12 2 1.000
#> HP1526901T2D_H22 2 0.000
#> HP1526901T2D_A17 1 0.000
#> HP1526901T2D_P12 1 0.502
#> HP1526901T2D_J2 1 0.000
#> HP1526901T2D_D18 1 0.000
#> HP1526901T2D_B17 1 0.000
#> HP1526901T2D_G2 2 0.000
#> HP1526901T2D_I20 2 0.000
#> HP1526901T2D_B20 1 0.249
#> HP1526901T2D_H12 2 1.000
#> HP1526901T2D_N18 2 0.000
#> HP1526901T2D_O9 2 0.000
#> HP1526901T2D_N6 1 0.249
#> HP1525301T2D_L22 1 0.000
#> HP1526901T2D_I21 1 0.000
#> HP1526901T2D_H16 2 0.000
#> HP1525301T2D_I2 1 0.000
#> HP1525301T2D_H12 1 0.000
#> HP1526901T2D_K21 2 0.000
#> HP1525301T2D_L24 1 0.000
#> HP1526901T2D_P23 1 1.000
#> HP1525301T2D_L14 2 0.000
#> HP1526901T2D_N20 2 0.000
#> HP1526901T2D_F9 1 0.000
#> HP1526901T2D_B9 2 0.000
#> HP1526901T2D_L24 2 0.000
#> HP1526901T2D_H4 2 0.000
#> HP1526901T2D_H17 2 1.000
#> HP1526901T2D_I24 1 1.000
#> HP1525301T2D_G23 2 1.000
#> HP1526901T2D_A22 2 0.000
#> HP1526901T2D_M24 2 0.000
#> HP1526901T2D_O23 1 0.249
#> HP1526901T2D_L3 2 0.000
#> HP1525301T2D_M8 1 0.000
#> HP1526901T2D_A15 2 0.000
#> HP1526901T2D_D10 1 1.000
#> HP1526901T2D_J20 2 0.000
#> HP1525301T2D_J4 1 0.000
#> HP1525301T2D_G4 1 0.000
#> HP1525301T2D_J13 1 0.000
#> HP1525301T2D_G19 1 0.000
#> HP1525301T2D_N13 1 0.000
#> HP1526901T2D_K18 1 0.000
#> HP1526901T2D_J1 2 0.000
#> HP1526901T2D_B1 2 0.000
#> HP1526901T2D_I7 1 0.000
#> HP1526901T2D_A19 2 0.000
#> HP1526901T2D_C15 2 0.000
#> HP1526901T2D_I19 1 1.000
#> HP1526901T2D_J19 1 0.000
#> HP1526901T2D_O3 1 0.498
#> HP1526901T2D_G16 1 0.751
#> HP1526901T2D_D8 1 0.000
#> HP1526901T2D_I14 2 1.000
#> HP1525301T2D_E13 1 0.000
#> HP1525301T2D_H10 2 0.000
#> HP1526901T2D_J4 1 0.000
#> HP1525301T2D_L9 1 0.000
#> HP1526901T2D_G10 2 1.000
#> HP1525301T2D_A11 1 0.000
#> HP1526901T2D_K2 1 0.000
#> HP1526901T2D_B7 2 0.000
#> HP1526901T2D_I13 2 0.000
#> HP1526901T2D_O7 2 0.000
#> HP1526901T2D_I3 2 0.000
#> HP1526901T2D_M2 2 0.000
#> HP1526901T2D_N10 2 1.000
#> HP1526901T2D_I8 1 0.000
#> HP1526901T2D_H14 2 0.000
#> HP1526901T2D_L13 1 0.000
#> HP1526901T2D_E21 1 1.000
#> HP1526901T2D_E2 2 0.000
#> HP1526901T2D_I5 2 0.000
#> HP1526901T2D_B11 1 0.000
#> HP1526901T2D_O6 1 0.000
#> HP1526901T2D_M13 2 0.000
#> HP1526901T2D_E3 2 0.000
#> HP1526901T2D_G18 1 0.000
#> HP1525301T2D_B13 1 0.000
#> HP1526901T2D_F12 2 0.000
#> HP1526901T2D_J13 1 0.000
#> HP1526901T2D_C16 1 0.000
#> HP1526901T2D_J14 1 0.000
#> HP1526901T2D_C4 1 0.000
#> HP1526901T2D_H6 2 1.000
#> HP1526901T2D_C17 2 0.000
#> HP1525301T2D_P9 1 0.000
#> HP1526901T2D_F19 1 0.000
#> HP1526901T2D_D9 2 1.000
#> HP1525301T2D_D12 1 1.000
#> HP1526901T2D_P19 1 0.000
#> HP1526901T2D_C11 2 0.000
#> HP1525301T2D_A5 1 0.000
#> HP1525301T2D_M10 1 0.000
#> HP1526901T2D_N2 1 0.000
#> HP1526901T2D_O10 2 0.000
#> HP1526901T2D_H19 1 0.000
#> HP1526901T2D_C6 1 0.000
#> HP1526901T2D_E19 2 0.000
#> HP1526901T2D_I11 2 0.000
#> HP1526901T2D_E10 2 0.253
#> HP1526901T2D_L12 2 0.000
#> HP1525301T2D_B7 1 0.000
#> HP1526901T2D_H10 2 0.000
#> HP1526901T2D_D1 1 0.000
#> HP1526901T2D_P1 2 0.751
#> HP1526901T2D_E6 2 1.000
#> HP1526901T2D_M22 2 0.000
#> HP1525301T2D_B18 1 0.000
#> HP1525301T2D_K19 1 0.000
#> HP1526901T2D_F20 2 0.751
#> HP1526901T2D_N14 2 0.000
#> HP1525301T2D_M17 2 0.000
#> HP1526901T2D_F23 2 0.000
#> HP1526901T2D_G19 2 0.000
#> HP1526901T2D_L6 2 0.000
#> HP1526901T2D_I4 2 1.000
#> HP1525301T2D_E16 1 0.000
#> HP1526901T2D_D21 1 1.000
#> HP1526901T2D_C10 2 0.000
#> HP1526901T2D_D14 1 0.000
#> HP1526901T2D_C1 2 0.000
#> HP1526901T2D_E5 2 0.000
#> HP1526901T2D_G4 2 0.000
#> HP1526901T2D_B14 1 0.000
#> HP1526901T2D_C2 1 0.000
#> HP1526901T2D_K14 2 1.000
#> HP1526901T2D_G9 2 0.000
#> HP1525301T2D_N21 1 1.000
#> HP1526901T2D_I22 2 0.000
#> HP1526901T2D_O8 2 0.000
#> HP1526901T2D_B13 1 0.249
#> HP1526901T2D_H3 2 0.000
#> HP1526901T2D_J17 2 0.000
#> HP1526901T2D_D16 2 0.751
#> HP1526901T2D_M16 2 1.000
#> HP1525301T2D_D9 1 0.000
#> HP1525301T2D_E22 1 0.000
#> HP1525301T2D_K22 1 0.000
#> HP1525301T2D_H20 1 0.000
#> HP1525301T2D_N9 1 0.000
#> HP1525301T2D_M14 2 0.000
#> HP1526901T2D_A5 2 0.000
#> HP1526901T2D_F18 2 0.000
#> HP1526901T2D_K15 2 1.000
#> HP1525301T2D_J1 1 0.000
#> HP1526901T2D_A14 2 0.000
#> HP1526901T2D_A13 2 0.000
#> HP1526901T2D_I15 2 1.000
#> HP1526901T2D_B10 2 0.000
#> HP1526901T2D_N19 2 0.000
#> HP1526901T2D_G8 1 0.000
#> HP1526901T2D_M3 2 0.000
#> HP1526901T2D_I18 2 0.000
#> HP1525301T2D_N24 1 0.000
#> HP1526901T2D_N16 2 0.000
#> HP1526901T2D_I16 2 1.000
#> HP1526901T2D_F7 2 0.000
#> HP1525301T2D_K3 1 0.000
#> HP1525301T2D_J10 2 0.000
#> HP1526901T2D_N8 1 0.000
#> HP1526901T2D_A8 1 0.000
get_classes(res, k = 3)
#> class p
#> HP1502401_L13 1 0.000
#> HP1504101T2D_B4 1 0.000
#> HP1504101T2D_B10 1 0.000
#> HP1504101T2D_G16 1 0.000
#> HP1504101T2D_A15 1 0.000
#> HP1504101T2D_K2 2 0.000
#> HP1504101T2D_M4 1 0.000
#> HP1504101T2D_B22 1 0.000
#> HP1504101T2D_L13 1 0.000
#> HP1502401_E5 1 0.747
#> HP1502401_O1 1 0.000
#> HP1504101T2D_M15 1 0.000
#> HP1504101T2D_N15 1 0.000
#> HP1504101T2D_E1 1 0.000
#> HP1504101T2D_E11 1 0.000
#> HP1502401_B18 1 0.000
#> HP1502401_E16 1 0.000
#> HP1504101T2D_F17 2 0.000
#> HP1502401_H6 2 0.000
#> HP1504101T2D_F11 1 0.751
#> HP1502401_F18 1 0.000
#> HP1504101T2D_O4 2 0.000
#> HP1504101T2D_I10 1 0.000
#> HP1502401_D12 2 0.000
#> HP1502401_C4 1 0.000
#> HP1502401_N23 1 0.249
#> HP1502401_B15 1 0.000
#> HP1504101T2D_C12 1 0.000
#> HP1502401_H5 1 0.000
#> HP1502401_N7 1 0.000
#> HP1502401_M12 2 0.000
#> HP1504101T2D_A17 1 0.000
#> HP1504101T2D_E7 1 0.000
#> HP1504101T2D_C10 2 0.000
#> HP1504101T2D_N21 2 0.000
#> HP1504101T2D_G3 1 0.249
#> HP1504101T2D_K8 2 0.000
#> HP1502401_M3 3 0.000
#> HP1504101T2D_F14 2 0.000
#> HP1504101T2D_L5 1 0.000
#> HP1502401_L4 1 0.000
#> HP1504101T2D_E8 1 0.000
#> HP1502401_M6 1 0.498
#> HP1504101T2D_H17 2 0.498
#> HP1502401_H12 2 0.000
#> HP1502401_I8 1 0.000
#> HP1504101T2D_N2 1 0.000
#> HP1504101T2D_D15 2 0.000
#> HP1504101T2D_H1 2 0.502
#> HP1504101T2D_J9 1 0.249
#> HP1502401_C7 2 0.000
#> HP1504101T2D_E20 1 0.249
#> HP1504101T2D_G8 2 0.000
#> HP1504101T2D_D11 1 0.000
#> HP1502401_E9 2 0.000
#> HP1504101T2D_M3 1 0.000
#> HP1502401_B8 2 0.000
#> AZ_C11 2 0.000
#> AZ_B10 2 0.253
#> AZ_C10 2 0.000
#> AZ_D5 2 1.000
#> AZ_C4 2 0.000
#> HP1508501T2D_B23 1 0.000
#> HP1508501T2D_F3 2 0.000
#> HP1508501T2D_I15 1 0.000
#> HP1508501T2D_M19 1 0.000
#> HP1508501T2D_L18 1 0.000
#> HP1508501T2D_D5 1 0.000
#> HP1508501T2D_L7 1 0.000
#> HP1508501T2D_E12 1 0.000
#> HP1508501T2D_C13 1 0.000
#> HP1508501T2D_A24 1 0.000
#> HP1508501T2D_K16 1 0.000
#> HP1508501T2D_K4 1 0.000
#> HP1508501T2D_K20 1 0.000
#> HP1508501T2D_B10 1 0.000
#> HP1508501T2D_G20 1 0.000
#> HP1508501T2D_M14 1 0.000
#> HP1508501T2D_E8 1 0.000
#> HP1508501T2D_M8 1 0.000
#> HP1508501T2D_C8 2 0.000
#> HP1508501T2D_F11 1 0.000
#> HP1508501T2D_N11 1 0.000
#> HP1508501T2D_H10 1 0.000
#> HP1508501T2D_C4 2 0.249
#> HP1508501T2D_J24 1 0.498
#> HP1508501T2D_J18 2 0.000
#> HP1508501T2D_G4 1 0.000
#> HP1508501T2D_B16 2 0.000
#> HP1508501T2D_G22 1 0.751
#> HP1506401_I1 1 0.000
#> HP1506401_G1 1 0.000
#> HP1506401_B22 1 0.000
#> HP1506401_I14 1 0.000
#> HP1506401_G8 1 0.000
#> HP1506401_F12 2 0.000
#> HP1506401_H12 1 0.000
#> HP1506401_F24 2 0.000
#> HP1506401_J17 2 0.000
#> HP1506401_H14 1 0.000
#> HP1506401_K23 1 0.000
#> HP1506401_O23 1 0.000
#> HP1506401_H11 1 0.000
#> HP1506401_I23 2 0.000
#> HP1506401_J4 1 0.000
#> HP1506401_F14 1 0.000
#> HP1506401_O6 1 0.000
#> HP1506401_L14 1 0.000
#> HP1506401_D9 1 0.000
#> HP1506401_H13 1 1.000
#> HP1506401_O11 2 0.000
#> HP1506401_P12 2 0.000
#> HP1506401_E16 2 0.000
#> HP1506401_F11 2 0.000
#> HP1506401_I8 1 0.000
#> HP1506401_A24 2 0.000
#> HP1506401_G11 2 0.000
#> HP1506401_D13 2 0.000
#> HP1506401_C8 2 0.000
#> HP1506401_F9 2 0.000
#> HP1506401_M6 1 0.000
#> HP1506401_J16 1 0.000
#> HP1506401_B3 1 0.000
#> HP1506401_M24 1 0.000
#> HP1506401_H22 1 0.000
#> HP1506401_I12 2 0.000
#> HP1506401_G12 2 0.000
#> HP1506401_B11 2 0.000
#> HP1507101_E2 1 0.000
#> HP1507101_N9 1 0.000
#> HP1507101_B3 1 0.000
#> HP1507101_D20 1 0.000
#> HP1507101_O22 1 0.000
#> HP1507101_D6 2 0.000
#> HP1507101_N3 1 0.000
#> HP1507101_P2 2 0.000
#> HP1507101_J9 1 0.000
#> HP1507101_L13 1 0.000
#> HP1507101_L7 1 0.000
#> HP1507101_F22 1 0.000
#> HP1507101_F16 1 0.000
#> HP1507101_P10 1 0.000
#> HP1507101_B23 1 0.000
#> HP1507101_H11 1 0.000
#> HP1507101_I8 1 0.000
#> HP1507101_L2 1 0.000
#> HP1507101_D2 1 0.000
#> HP1507101_H4 2 0.000
#> HP1507101_H14 1 0.000
#> HP1507101_H9 1 0.000
#> HP1507101_J24 1 0.000
#> HP1507101_P11 1 0.000
#> HP1507101_P4 1 0.000
#> HP1507101_D3 2 0.000
#> HP1507101_N19 1 0.000
#> HP1507101_E8 1 0.000
#> HP1507101_J23 1 0.000
#> HP1507101_I12 2 0.000
#> HP1507101_N18 1 0.000
#> HP1507101_M4 1 0.000
#> HP1507101_B7 1 0.000
#> HP1507101_H23 1 0.000
#> HP1507101_M14 1 0.000
#> HP1507101_I4 1 0.000
#> HP1507101_G24 1 0.000
#> HP1507101_D1 1 0.000
#> HP1507101_F10 2 0.000
#> HP1507101_H10 2 1.000
#> HP1507101_I22 1 0.000
#> HP1507101_B1 1 0.000
#> HP1507101_N16 1 0.000
#> HP1507101_F2 1 0.000
#> HP1507101_B14 1 0.000
#> HP1507101_N6 2 0.000
#> HP1507101_M18 1 0.000
#> HP1507101_D24 1 0.000
#> HP1507101_B13 1 0.000
#> HP1507101_H22 1 0.000
#> HP1507101_F13 1 0.000
#> HP1507101_J20 2 0.000
#> HP1507101_O9 2 0.000
#> HP1507101_B19 1 0.000
#> HP1507101_D12 1 0.000
#> HP1507101_L4 1 0.000
#> HP1507101_A18 1 0.000
#> HP1507101_B24 1 0.000
#> HP1507101_I18 2 0.000
#> HP1507101_B6 1 0.000
#> HP1507101_D15 1 0.000
#> HP1507101_H17 2 0.000
#> HP1507101_E12 1 0.000
#> HP1507101_H3 1 0.000
#> HP1507101_L14 1 0.000
#> HP1507101_L6 1 0.000
#> HP1507101_N23 1 0.000
#> HP1507101_C14 1 0.000
#> HP1507101_D17 1 0.000
#> HP1507101_I24 1 0.000
#> HP1507101_I5 1 0.000
#> HP1507101_O19 2 0.000
#> HP1507101_B5 2 0.253
#> HP1507101_J4 1 0.000
#> HP1507101_F4 2 0.000
#> HP1507101_O11 1 0.000
#> HP1507101_C8 1 0.000
#> HP1507101_F12 2 0.000
#> HP1507101_F9 1 0.000
#> HP1507101_O8 2 0.000
#> HP1509101_A3 1 0.000
#> HP1509101_C1 2 0.000
#> HP1509101_I14 1 0.000
#> HP1509101_H21 1 0.000
#> HP1509101_L8 1 0.000
#> HP1509101_G24 1 0.000
#> HP1509101_N12 1 0.000
#> HP1509101_L11 1 0.000
#> HP1509101_C12 1 0.000
#> HP1509101_D19 1 0.000
#> HP1509101_J4 1 0.000
#> HP1509101_H11 1 0.000
#> HP1509101_I21 1 0.000
#> HP1509101_P12 2 0.000
#> HP1509101_J15 1 0.000
#> HP1509101_P1 1 0.000
#> HP1509101_J20 1 0.000
#> HP1509101_P7 2 0.000
#> HP1509101_E22 2 0.000
#> HP1509101_J19 1 0.000
#> HP1509101_O16 1 0.000
#> HP1509101_N20 1 0.000
#> HP1509101_B10 1 0.000
#> HP1509101_J24 1 0.000
#> HP1504901_I23 3 0.747
#> HP1504901_J8 1 1.000
#> HP1504901_F18 3 0.747
#> HP1504901_D23 3 0.000
#> HP1504901_N22 3 0.000
#> HP1504901_J20 3 0.000
#> HP1504901_J23 3 0.000
#> HP1504901_J4 2 0.000
#> HP1504901_G2 3 0.000
#> HP1504901_N16 3 0.000
#> HP1504901_F24 3 0.000
#> HP1504901_M24 3 0.000
#> HP1504901_B18 3 0.000
#> HP1504901_F9 3 0.000
#> HP1504901_E10 2 0.000
#> HP1504901_N17 3 0.000
#> HP1504901_D2 3 0.000
#> HP1504901_D24 1 0.751
#> HP1504901_F4 3 0.000
#> HP1504901_M21 2 0.000
#> HP1504901_I8 3 0.000
#> HP1504901_B2 3 0.000
#> HP1525301T2D_K15 3 0.000
#> HP1525301T2D_D19 2 0.249
#> HP1526901T2D_K12 2 0.000
#> HP1525301T2D_K23 3 0.000
#> HP1526901T2D_A20 2 0.000
#> HP1526901T2D_A10 2 0.000
#> HP1525301T2D_I21 3 0.000
#> HP1526901T2D_A3 3 0.000
#> HP1525301T2D_I12 3 0.000
#> HP1525301T2D_P22 3 0.000
#> HP1526901T2D_P20 3 0.000
#> HP1526901T2D_B6 2 0.000
#> HP1526901T2D_P9 2 0.000
#> HP1526901T2D_E11 2 0.000
#> HP1526901T2D_H18 2 0.000
#> HP1526901T2D_D5 3 0.000
#> HP1525301T2D_J14 3 0.000
#> HP1525301T2D_P6 3 0.000
#> HP1526901T2D_K6 3 0.000
#> HP1526901T2D_L16 3 0.000
#> HP1526901T2D_F2 3 0.000
#> HP1525301T2D_B1 3 0.000
#> HP1525301T2D_E19 1 1.000
#> HP1526901T2D_C13 1 1.000
#> HP1525301T2D_F19 3 1.000
#> HP1526901T2D_C19 2 0.000
#> HP1526901T2D_E18 3 0.000
#> HP1525301T2D_N3 2 0.000
#> HP1525301T2D_I6 2 0.000
#> HP1525301T2D_N23 3 0.000
#> HP1525301T2D_G22 3 0.000
#> HP1526901T2D_O22 3 0.000
#> HP1526901T2D_G21 2 0.000
#> HP1525301T2D_D11 3 0.000
#> HP1526901T2D_I6 3 0.000
#> HP1526901T2D_H24 2 0.000
#> HP1525301T2D_E1 3 0.000
#> HP1526901T2D_J22 2 0.000
#> HP1526901T2D_N15 3 0.000
#> HP1526901T2D_A1 2 0.000
#> HP1526901T2D_F3 3 0.000
#> HP1526901T2D_P21 3 0.000
#> HP1526901T2D_J24 3 0.000
#> HP1526901T2D_K11 2 0.000
#> HP1526901T2D_G17 2 0.000
#> HP1526901T2D_L1 2 0.000
#> HP1526901T2D_L2 3 0.000
#> HP1526901T2D_M19 2 0.000
#> HP1526901T2D_A16 2 0.000
#> HP1526901T2D_B4 2 0.000
#> HP1526901T2D_F21 3 1.000
#> HP1525301T2D_M16 3 0.000
#> HP1526901T2D_K3 2 0.000
#> HP1526901T2D_O15 2 0.000
#> HP1526901T2D_J21 2 0.000
#> HP1526901T2D_G7 3 0.000
#> HP1526901T2D_J5 2 0.000
#> HP1525301T2D_F23 2 0.000
#> HP1526901T2D_L4 2 0.000
#> HP1526901T2D_L14 2 0.000
#> HP1525301T2D_H23 3 0.000
#> HP1526901T2D_F10 3 0.000
#> HP1526901T2D_I10 2 0.000
#> HP1525301T2D_I4 3 0.000
#> HP1526901T2D_G23 2 0.000
#> HP1526901T2D_P22 2 0.000
#> HP1526901T2D_H20 2 0.000
#> HP1526901T2D_L7 2 0.000
#> HP1526901T2D_N12 2 0.000
#> HP1526901T2D_F5 2 0.000
#> HP1526901T2D_K24 2 0.000
#> HP1525301T2D_M7 2 0.000
#> HP1526901T2D_E8 3 0.000
#> HP1526901T2D_P14 3 0.000
#> HP1526901T2D_O24 2 0.000
#> HP1526901T2D_O14 2 0.000
#> HP1526901T2D_E20 2 0.000
#> HP1525301T2D_H6 3 0.000
#> HP1525301T2D_C10 3 0.000
#> HP1526901T2D_C3 2 0.000
#> HP1526901T2D_N13 2 0.000
#> HP1526901T2D_L19 3 0.000
#> HP1525301T2D_H7 3 0.000
#> HP1526901T2D_D19 2 0.000
#> HP1525301T2D_E23 3 0.000
#> HP1526901T2D_N9 3 0.000
#> HP1525301T2D_I7 3 0.000
#> HP1526901T2D_B18 2 0.000
#> HP1526901T2D_O21 3 0.000
#> HP1526901T2D_G14 3 0.000
#> HP1525301T2D_E7 3 0.000
#> HP1525301T2D_E3 1 1.000
#> HP1526901T2D_A4 2 0.000
#> HP1526901T2D_G1 2 0.000
#> HP1526901T2D_L5 2 0.000
#> HP1526901T2D_A23 2 0.000
#> HP1526901T2D_K22 2 0.000
#> HP1526901T2D_F17 2 0.000
#> HP1526901T2D_N3 2 0.000
#> HP1526901T2D_K23 2 0.000
#> HP1526901T2D_O1 2 0.000
#> HP1526901T2D_O17 2 0.000
#> HP1525301T2D_H19 3 0.000
#> HP1525301T2D_M13 3 0.000
#> HP1526901T2D_A9 3 0.000
#> HP1525301T2D_P24 3 0.000
#> HP1526901T2D_A12 3 0.000
#> HP1526901T2D_K20 2 0.000
#> HP1526901T2D_A2 2 0.000
#> HP1526901T2D_L11 3 0.000
#> HP1526901T2D_B12 3 0.000
#> HP1526901T2D_H22 2 0.000
#> HP1526901T2D_A17 3 0.000
#> HP1526901T2D_P12 3 0.000
#> HP1526901T2D_J2 3 0.000
#> HP1526901T2D_D18 3 0.000
#> HP1526901T2D_B17 3 0.000
#> HP1526901T2D_G2 2 0.000
#> HP1526901T2D_I20 2 0.000
#> HP1526901T2D_B20 3 0.000
#> HP1526901T2D_H12 3 0.000
#> HP1526901T2D_N18 2 0.000
#> HP1526901T2D_O9 2 0.000
#> HP1526901T2D_N6 3 0.000
#> HP1525301T2D_L22 3 0.249
#> HP1526901T2D_I21 3 0.000
#> HP1526901T2D_H16 2 0.000
#> HP1525301T2D_I2 3 0.000
#> HP1525301T2D_H12 3 0.000
#> HP1526901T2D_K21 2 0.000
#> HP1525301T2D_L24 3 0.000
#> HP1526901T2D_P23 1 0.751
#> HP1525301T2D_L14 2 0.000
#> HP1526901T2D_N20 2 0.000
#> HP1526901T2D_F9 3 0.000
#> HP1526901T2D_B9 2 0.000
#> HP1526901T2D_L24 2 0.000
#> HP1526901T2D_H4 2 0.000
#> HP1526901T2D_H17 3 0.000
#> HP1526901T2D_I24 1 1.000
#> HP1525301T2D_G23 3 1.000
#> HP1526901T2D_A22 2 0.000
#> HP1526901T2D_M24 2 0.000
#> HP1526901T2D_O23 3 0.000
#> HP1526901T2D_L3 2 0.000
#> HP1525301T2D_M8 3 0.000
#> HP1526901T2D_A15 2 0.000
#> HP1526901T2D_D10 2 1.000
#> HP1526901T2D_J20 2 0.000
#> HP1525301T2D_J4 3 0.000
#> HP1525301T2D_G4 3 0.000
#> HP1525301T2D_J13 3 0.000
#> HP1525301T2D_G19 3 0.000
#> HP1525301T2D_N13 3 0.000
#> HP1526901T2D_K18 3 0.000
#> HP1526901T2D_J1 2 0.000
#> HP1526901T2D_B1 2 0.000
#> HP1526901T2D_I7 3 0.000
#> HP1526901T2D_A19 2 0.000
#> HP1526901T2D_C15 2 0.000
#> HP1526901T2D_I19 2 0.000
#> HP1526901T2D_J19 3 0.000
#> HP1526901T2D_O3 1 0.751
#> HP1526901T2D_G16 3 0.000
#> HP1526901T2D_D8 3 0.249
#> HP1526901T2D_I14 3 0.000
#> HP1525301T2D_E13 3 0.000
#> HP1525301T2D_H10 2 0.000
#> HP1526901T2D_J4 3 0.000
#> HP1525301T2D_L9 3 0.000
#> HP1526901T2D_G10 3 0.000
#> HP1525301T2D_A11 3 0.000
#> HP1526901T2D_K2 3 0.000
#> HP1526901T2D_B7 2 0.000
#> HP1526901T2D_I13 2 0.000
#> HP1526901T2D_O7 2 0.000
#> HP1526901T2D_I3 2 0.000
#> HP1526901T2D_M2 2 0.000
#> HP1526901T2D_N10 3 0.000
#> HP1526901T2D_I8 3 0.253
#> HP1526901T2D_H14 2 0.000
#> HP1526901T2D_L13 3 0.000
#> HP1526901T2D_E21 2 0.000
#> HP1526901T2D_E2 2 0.000
#> HP1526901T2D_I5 2 0.000
#> HP1526901T2D_B11 3 0.000
#> HP1526901T2D_O6 3 0.000
#> HP1526901T2D_M13 2 0.000
#> HP1526901T2D_E3 2 0.000
#> HP1526901T2D_G18 3 0.000
#> HP1525301T2D_B13 3 0.000
#> HP1526901T2D_F12 2 0.000
#> HP1526901T2D_J13 3 0.000
#> HP1526901T2D_C16 3 0.000
#> HP1526901T2D_J14 3 0.000
#> HP1526901T2D_C4 3 0.000
#> HP1526901T2D_H6 3 0.000
#> HP1526901T2D_C17 2 0.000
#> HP1525301T2D_P9 3 0.000
#> HP1526901T2D_F19 3 0.000
#> HP1526901T2D_D9 3 0.000
#> HP1525301T2D_D12 3 0.498
#> HP1526901T2D_P19 3 0.000
#> HP1526901T2D_C11 2 0.000
#> HP1525301T2D_A5 3 0.000
#> HP1525301T2D_M10 3 0.000
#> HP1526901T2D_N2 3 0.000
#> HP1526901T2D_O10 2 0.000
#> HP1526901T2D_H19 3 0.000
#> HP1526901T2D_C6 3 0.000
#> HP1526901T2D_E19 2 0.000
#> HP1526901T2D_I11 2 0.000
#> HP1526901T2D_E10 3 0.000
#> HP1526901T2D_L12 2 0.000
#> HP1525301T2D_B7 3 0.000
#> HP1526901T2D_H10 2 0.000
#> HP1526901T2D_D1 3 0.000
#> HP1526901T2D_P1 3 0.000
#> HP1526901T2D_E6 3 0.000
#> HP1526901T2D_M22 2 0.000
#> HP1525301T2D_B18 3 0.000
#> HP1525301T2D_K19 3 0.000
#> HP1526901T2D_F20 3 0.000
#> HP1526901T2D_N14 3 0.000
#> HP1525301T2D_M17 2 0.000
#> HP1526901T2D_F23 2 0.000
#> HP1526901T2D_G19 2 0.000
#> HP1526901T2D_L6 2 0.000
#> HP1526901T2D_I4 3 0.000
#> HP1525301T2D_E16 3 0.000
#> HP1526901T2D_D21 2 0.253
#> HP1526901T2D_C10 2 0.000
#> HP1526901T2D_D14 3 0.000
#> HP1526901T2D_C1 2 0.000
#> HP1526901T2D_E5 2 0.000
#> HP1526901T2D_G4 2 0.000
#> HP1526901T2D_B14 3 0.000
#> HP1526901T2D_C2 3 0.000
#> HP1526901T2D_K14 3 0.000
#> HP1526901T2D_G9 2 0.000
#> HP1525301T2D_N21 1 0.249
#> HP1526901T2D_I22 2 0.000
#> HP1526901T2D_O8 2 0.000
#> HP1526901T2D_B13 1 1.000
#> HP1526901T2D_H3 2 0.000
#> HP1526901T2D_J17 2 0.000
#> HP1526901T2D_D16 3 0.000
#> HP1526901T2D_M16 3 0.249
#> HP1525301T2D_D9 3 0.000
#> HP1525301T2D_E22 3 0.000
#> HP1525301T2D_K22 3 0.000
#> HP1525301T2D_H20 3 0.000
#> HP1525301T2D_N9 3 0.000
#> HP1525301T2D_M14 2 0.000
#> HP1526901T2D_A5 2 0.000
#> HP1526901T2D_F18 2 0.000
#> HP1526901T2D_K15 3 0.000
#> HP1525301T2D_J1 3 0.000
#> HP1526901T2D_A14 2 0.000
#> HP1526901T2D_A13 2 0.000
#> HP1526901T2D_I15 3 0.000
#> HP1526901T2D_B10 2 0.000
#> HP1526901T2D_N19 2 0.000
#> HP1526901T2D_G8 3 0.000
#> HP1526901T2D_M3 2 0.000
#> HP1526901T2D_I18 2 0.000
#> HP1525301T2D_N24 3 0.000
#> HP1526901T2D_N16 2 0.000
#> HP1526901T2D_I16 3 0.000
#> HP1526901T2D_F7 2 0.000
#> HP1525301T2D_K3 3 0.000
#> HP1525301T2D_J10 2 0.000
#> HP1526901T2D_N8 3 0.000
#> HP1526901T2D_A8 3 0.000
get_classes(res, k = 4)
#> class p
#> HP1502401_L13 1 0.000
#> HP1504101T2D_B4 1 0.000
#> HP1504101T2D_B10 1 0.000
#> HP1504101T2D_G16 1 0.000
#> HP1504101T2D_A15 1 0.000
#> HP1504101T2D_K2 1 0.502
#> HP1504101T2D_M4 1 0.000
#> HP1504101T2D_B22 1 0.000
#> HP1504101T2D_L13 1 0.000
#> HP1502401_E5 1 0.000
#> HP1502401_O1 1 0.000
#> HP1504101T2D_M15 1 0.000
#> HP1504101T2D_N15 1 0.000
#> HP1504101T2D_E1 1 0.000
#> HP1504101T2D_E11 1 0.000
#> HP1502401_B18 1 0.000
#> HP1502401_E16 1 0.000
#> HP1504101T2D_F17 2 0.000
#> HP1502401_H6 2 0.249
#> HP1504101T2D_F11 1 0.000
#> HP1502401_F18 1 0.000
#> HP1504101T2D_O4 2 0.249
#> HP1504101T2D_I10 1 0.000
#> HP1502401_D12 2 0.000
#> HP1502401_C4 1 0.000
#> HP1502401_N23 1 0.000
#> HP1502401_B15 1 0.000
#> HP1504101T2D_C12 1 0.000
#> HP1502401_H5 1 0.000
#> HP1502401_N7 1 0.000
#> HP1502401_M12 2 0.502
#> HP1504101T2D_A17 1 0.000
#> HP1504101T2D_E7 1 0.000
#> HP1504101T2D_C10 2 0.000
#> HP1504101T2D_N21 2 0.000
#> HP1504101T2D_G3 1 0.000
#> HP1504101T2D_K8 2 0.498
#> HP1502401_M3 1 0.000
#> HP1504101T2D_F14 1 0.000
#> HP1504101T2D_L5 1 0.000
#> HP1502401_L4 1 0.000
#> HP1504101T2D_E8 1 0.000
#> HP1502401_M6 1 1.000
#> HP1504101T2D_H17 4 1.000
#> HP1502401_H12 2 0.000
#> HP1502401_I8 1 0.000
#> HP1504101T2D_N2 1 0.000
#> HP1504101T2D_D15 1 0.751
#> HP1504101T2D_H1 1 0.000
#> HP1504101T2D_J9 1 0.000
#> HP1502401_C7 2 0.000
#> HP1504101T2D_E20 1 0.000
#> HP1504101T2D_G8 2 1.000
#> HP1504101T2D_D11 1 0.000
#> HP1502401_E9 2 0.249
#> HP1504101T2D_M3 1 0.000
#> HP1502401_B8 2 0.000
#> AZ_C11 2 0.000
#> AZ_B10 1 0.747
#> AZ_C10 2 0.000
#> AZ_D5 1 0.498
#> AZ_C4 2 0.000
#> HP1508501T2D_B23 1 0.000
#> HP1508501T2D_F3 2 0.000
#> HP1508501T2D_I15 1 0.000
#> HP1508501T2D_M19 1 0.000
#> HP1508501T2D_L18 1 0.249
#> HP1508501T2D_D5 1 0.000
#> HP1508501T2D_L7 1 0.000
#> HP1508501T2D_E12 1 0.000
#> HP1508501T2D_C13 1 0.000
#> HP1508501T2D_A24 1 0.000
#> HP1508501T2D_K16 1 0.000
#> HP1508501T2D_K4 1 0.000
#> HP1508501T2D_K20 1 0.000
#> HP1508501T2D_B10 1 0.000
#> HP1508501T2D_G20 1 0.000
#> HP1508501T2D_M14 1 0.000
#> HP1508501T2D_E8 1 0.000
#> HP1508501T2D_M8 1 0.000
#> HP1508501T2D_C8 2 0.000
#> HP1508501T2D_F11 1 0.000
#> HP1508501T2D_N11 1 0.000
#> HP1508501T2D_H10 1 0.000
#> HP1508501T2D_C4 2 0.249
#> HP1508501T2D_J24 1 0.000
#> HP1508501T2D_J18 2 0.000
#> HP1508501T2D_G4 1 0.000
#> HP1508501T2D_B16 2 0.000
#> HP1508501T2D_G22 1 0.000
#> HP1506401_I1 1 0.000
#> HP1506401_G1 1 0.000
#> HP1506401_B22 1 0.000
#> HP1506401_I14 1 0.000
#> HP1506401_G8 1 0.000
#> HP1506401_F12 2 0.000
#> HP1506401_H12 1 0.000
#> HP1506401_F24 2 0.000
#> HP1506401_J17 2 0.000
#> HP1506401_H14 1 0.000
#> HP1506401_K23 1 0.000
#> HP1506401_O23 1 0.000
#> HP1506401_H11 1 0.000
#> HP1506401_I23 2 0.000
#> HP1506401_J4 1 0.000
#> HP1506401_F14 1 0.000
#> HP1506401_O6 1 0.000
#> HP1506401_L14 1 0.000
#> HP1506401_D9 1 0.000
#> HP1506401_H13 1 0.000
#> HP1506401_O11 2 0.000
#> HP1506401_P12 2 0.000
#> HP1506401_E16 2 0.000
#> HP1506401_F11 2 0.000
#> HP1506401_I8 1 0.000
#> HP1506401_A24 2 0.000
#> HP1506401_G11 2 0.000
#> HP1506401_D13 2 0.000
#> HP1506401_C8 2 0.000
#> HP1506401_F9 2 0.000
#> HP1506401_M6 1 0.000
#> HP1506401_J16 1 0.000
#> HP1506401_B3 1 0.000
#> HP1506401_M24 1 0.000
#> HP1506401_H22 1 0.000
#> HP1506401_I12 2 0.000
#> HP1506401_G12 2 0.000
#> HP1506401_B11 2 0.000
#> HP1507101_E2 1 0.000
#> HP1507101_N9 1 0.000
#> HP1507101_B3 1 0.000
#> HP1507101_D20 1 0.000
#> HP1507101_O22 1 0.000
#> HP1507101_D6 2 0.000
#> HP1507101_N3 1 0.000
#> HP1507101_P2 2 0.000
#> HP1507101_J9 1 0.000
#> HP1507101_L13 1 0.000
#> HP1507101_L7 1 0.000
#> HP1507101_F22 1 0.000
#> HP1507101_F16 1 0.000
#> HP1507101_P10 1 0.000
#> HP1507101_B23 1 0.000
#> HP1507101_H11 1 0.000
#> HP1507101_I8 1 0.000
#> HP1507101_L2 1 0.000
#> HP1507101_D2 1 0.000
#> HP1507101_H4 2 0.000
#> HP1507101_H14 1 0.000
#> HP1507101_H9 1 0.000
#> HP1507101_J24 1 0.000
#> HP1507101_P11 1 0.000
#> HP1507101_P4 1 0.000
#> HP1507101_D3 2 0.000
#> HP1507101_N19 1 0.000
#> HP1507101_E8 1 0.000
#> HP1507101_J23 1 0.000
#> HP1507101_I12 2 0.000
#> HP1507101_N18 1 0.000
#> HP1507101_M4 1 0.000
#> HP1507101_B7 1 0.000
#> HP1507101_H23 1 0.000
#> HP1507101_M14 1 0.000
#> HP1507101_I4 1 0.000
#> HP1507101_G24 1 0.000
#> HP1507101_D1 1 0.000
#> HP1507101_F10 2 0.000
#> HP1507101_H10 2 0.000
#> HP1507101_I22 1 0.000
#> HP1507101_B1 1 0.000
#> HP1507101_N16 1 0.000
#> HP1507101_F2 1 0.000
#> HP1507101_B14 1 0.000
#> HP1507101_N6 2 0.000
#> HP1507101_M18 1 0.000
#> HP1507101_D24 1 0.000
#> HP1507101_B13 1 0.000
#> HP1507101_H22 1 0.000
#> HP1507101_F13 1 0.000
#> HP1507101_J20 2 0.000
#> HP1507101_O9 2 0.000
#> HP1507101_B19 1 0.000
#> HP1507101_D12 1 0.000
#> HP1507101_L4 1 0.000
#> HP1507101_A18 1 0.000
#> HP1507101_B24 1 0.000
#> HP1507101_I18 2 0.000
#> HP1507101_B6 1 0.000
#> HP1507101_D15 1 0.000
#> HP1507101_H17 2 0.000
#> HP1507101_E12 1 0.000
#> HP1507101_H3 1 0.000
#> HP1507101_L14 1 0.000
#> HP1507101_L6 1 0.000
#> HP1507101_N23 1 0.000
#> HP1507101_C14 1 0.000
#> HP1507101_D17 1 0.000
#> HP1507101_I24 1 0.000
#> HP1507101_I5 1 0.000
#> HP1507101_O19 2 0.000
#> HP1507101_B5 2 0.502
#> HP1507101_J4 1 0.000
#> HP1507101_F4 2 0.000
#> HP1507101_O11 1 0.000
#> HP1507101_C8 1 0.000
#> HP1507101_F12 2 0.000
#> HP1507101_F9 1 0.000
#> HP1507101_O8 2 0.000
#> HP1509101_A3 1 0.000
#> HP1509101_C1 2 0.000
#> HP1509101_I14 1 0.000
#> HP1509101_H21 1 0.000
#> HP1509101_L8 4 1.000
#> HP1509101_G24 1 0.000
#> HP1509101_N12 1 0.000
#> HP1509101_L11 1 0.000
#> HP1509101_C12 1 0.000
#> HP1509101_D19 1 0.000
#> HP1509101_J4 1 0.000
#> HP1509101_H11 1 0.000
#> HP1509101_I21 1 0.000
#> HP1509101_P12 2 0.249
#> HP1509101_J15 1 0.000
#> HP1509101_P1 1 0.000
#> HP1509101_J20 1 0.000
#> HP1509101_P7 2 0.000
#> HP1509101_E22 2 0.000
#> HP1509101_J19 1 0.498
#> HP1509101_O16 1 0.000
#> HP1509101_N20 1 0.000
#> HP1509101_B10 1 0.000
#> HP1509101_J24 1 0.000
#> HP1504901_I23 4 0.249
#> HP1504901_J8 3 0.000
#> HP1504901_F18 3 0.502
#> HP1504901_D23 3 0.249
#> HP1504901_N22 4 0.000
#> HP1504901_J20 3 0.498
#> HP1504901_J23 3 0.000
#> HP1504901_J4 2 0.000
#> HP1504901_G2 3 0.000
#> HP1504901_N16 3 0.000
#> HP1504901_F24 3 0.000
#> HP1504901_M24 3 0.000
#> HP1504901_B18 3 0.249
#> HP1504901_F9 3 0.000
#> HP1504901_E10 2 0.000
#> HP1504901_N17 3 0.000
#> HP1504901_D2 3 0.249
#> HP1504901_D24 3 0.249
#> HP1504901_F4 3 0.253
#> HP1504901_M21 2 0.000
#> HP1504901_I8 4 0.000
#> HP1504901_B2 3 0.000
#> HP1525301T2D_K15 3 0.000
#> HP1525301T2D_D19 3 1.000
#> HP1526901T2D_K12 4 0.000
#> HP1525301T2D_K23 3 0.000
#> HP1526901T2D_A20 2 1.000
#> HP1526901T2D_A10 2 0.000
#> HP1525301T2D_I21 3 0.000
#> HP1526901T2D_A3 4 0.000
#> HP1525301T2D_I12 3 0.000
#> HP1525301T2D_P22 3 0.000
#> HP1526901T2D_P20 3 0.000
#> HP1526901T2D_B6 2 0.000
#> HP1526901T2D_P9 2 0.000
#> HP1526901T2D_E11 2 0.000
#> HP1526901T2D_H18 2 0.000
#> HP1526901T2D_D5 4 0.000
#> HP1525301T2D_J14 3 0.000
#> HP1525301T2D_P6 3 0.000
#> HP1526901T2D_K6 3 0.000
#> HP1526901T2D_L16 4 0.000
#> HP1526901T2D_F2 3 0.000
#> HP1525301T2D_B1 3 0.000
#> HP1525301T2D_E19 3 0.000
#> HP1526901T2D_C13 3 0.747
#> HP1525301T2D_F19 3 0.000
#> HP1526901T2D_C19 2 0.000
#> HP1526901T2D_E18 4 0.000
#> HP1525301T2D_N3 2 0.000
#> HP1525301T2D_I6 2 0.000
#> HP1525301T2D_N23 3 0.000
#> HP1525301T2D_G22 3 0.000
#> HP1526901T2D_O22 4 0.000
#> HP1526901T2D_G21 2 0.000
#> HP1525301T2D_D11 3 0.000
#> HP1526901T2D_I6 4 0.000
#> HP1526901T2D_H24 2 0.000
#> HP1525301T2D_E1 3 0.000
#> HP1526901T2D_J22 2 0.000
#> HP1526901T2D_N15 4 0.000
#> HP1526901T2D_A1 2 0.000
#> HP1526901T2D_F3 4 0.000
#> HP1526901T2D_P21 4 0.000
#> HP1526901T2D_J24 4 0.000
#> HP1526901T2D_K11 4 0.000
#> HP1526901T2D_G17 2 0.000
#> HP1526901T2D_L1 2 0.000
#> HP1526901T2D_L2 4 0.000
#> HP1526901T2D_M19 2 0.000
#> HP1526901T2D_A16 2 0.000
#> HP1526901T2D_B4 2 0.000
#> HP1526901T2D_F21 3 0.000
#> HP1525301T2D_M16 3 0.000
#> HP1526901T2D_K3 2 0.000
#> HP1526901T2D_O15 2 0.000
#> HP1526901T2D_J21 2 0.000
#> HP1526901T2D_G7 4 0.000
#> HP1526901T2D_J5 2 0.000
#> HP1525301T2D_F23 2 0.000
#> HP1526901T2D_L4 2 0.000
#> HP1526901T2D_L14 2 0.751
#> HP1525301T2D_H23 3 0.000
#> HP1526901T2D_F10 4 0.000
#> HP1526901T2D_I10 2 0.000
#> HP1525301T2D_I4 3 0.000
#> HP1526901T2D_G23 2 0.000
#> HP1526901T2D_P22 2 0.000
#> HP1526901T2D_H20 2 0.000
#> HP1526901T2D_L7 2 0.000
#> HP1526901T2D_N12 2 0.000
#> HP1526901T2D_F5 2 0.000
#> HP1526901T2D_K24 2 0.000
#> HP1525301T2D_M7 2 0.000
#> HP1526901T2D_E8 4 0.000
#> HP1526901T2D_P14 3 0.000
#> HP1526901T2D_O24 2 0.000
#> HP1526901T2D_O14 2 0.000
#> HP1526901T2D_E20 2 0.000
#> HP1525301T2D_H6 3 0.000
#> HP1525301T2D_C10 3 0.000
#> HP1526901T2D_C3 2 0.000
#> HP1526901T2D_N13 2 0.000
#> HP1526901T2D_L19 4 0.000
#> HP1525301T2D_H7 3 0.000
#> HP1526901T2D_D19 2 0.000
#> HP1525301T2D_E23 3 0.000
#> HP1526901T2D_N9 4 0.000
#> HP1525301T2D_I7 3 0.000
#> HP1526901T2D_B18 2 0.000
#> HP1526901T2D_O21 4 0.000
#> HP1526901T2D_G14 4 0.000
#> HP1525301T2D_E7 3 0.000
#> HP1525301T2D_E3 3 0.000
#> HP1526901T2D_A4 2 0.000
#> HP1526901T2D_G1 2 0.502
#> HP1526901T2D_L5 2 0.000
#> HP1526901T2D_A23 2 0.000
#> HP1526901T2D_K22 2 0.000
#> HP1526901T2D_F17 2 0.000
#> HP1526901T2D_N3 2 0.000
#> HP1526901T2D_K23 2 0.000
#> HP1526901T2D_O1 2 0.000
#> HP1526901T2D_O17 2 0.000
#> HP1525301T2D_H19 3 0.000
#> HP1525301T2D_M13 3 0.498
#> HP1526901T2D_A9 3 0.000
#> HP1525301T2D_P24 3 0.000
#> HP1526901T2D_A12 4 0.000
#> HP1526901T2D_K20 2 0.000
#> HP1526901T2D_A2 2 0.000
#> HP1526901T2D_L11 3 0.498
#> HP1526901T2D_B12 4 0.000
#> HP1526901T2D_H22 2 0.000
#> HP1526901T2D_A17 4 0.000
#> HP1526901T2D_P12 4 0.000
#> HP1526901T2D_J2 3 0.000
#> HP1526901T2D_D18 3 0.000
#> HP1526901T2D_B17 4 0.000
#> HP1526901T2D_G2 2 0.000
#> HP1526901T2D_I20 2 0.000
#> HP1526901T2D_B20 3 1.000
#> HP1526901T2D_H12 4 0.000
#> HP1526901T2D_N18 3 0.751
#> HP1526901T2D_O9 2 0.000
#> HP1526901T2D_N6 4 0.000
#> HP1525301T2D_L22 3 0.000
#> HP1526901T2D_I21 3 0.498
#> HP1526901T2D_H16 2 0.498
#> HP1525301T2D_I2 3 0.000
#> HP1525301T2D_H12 3 0.498
#> HP1526901T2D_K21 2 0.000
#> HP1525301T2D_L24 3 0.000
#> HP1526901T2D_P23 3 1.000
#> HP1525301T2D_L14 2 0.000
#> HP1526901T2D_N20 4 0.249
#> HP1526901T2D_F9 3 1.000
#> HP1526901T2D_B9 2 0.000
#> HP1526901T2D_L24 2 0.000
#> HP1526901T2D_H4 2 0.000
#> HP1526901T2D_H17 4 0.000
#> HP1526901T2D_I24 3 0.253
#> HP1525301T2D_G23 3 0.000
#> HP1526901T2D_A22 2 0.000
#> HP1526901T2D_M24 2 0.000
#> HP1526901T2D_O23 4 0.000
#> HP1526901T2D_L3 2 0.000
#> HP1525301T2D_M8 3 0.000
#> HP1526901T2D_A15 4 1.000
#> HP1526901T2D_D10 3 0.751
#> HP1526901T2D_J20 2 0.000
#> HP1525301T2D_J4 3 0.000
#> HP1525301T2D_G4 3 0.000
#> HP1525301T2D_J13 3 0.000
#> HP1525301T2D_G19 3 0.000
#> HP1525301T2D_N13 3 0.000
#> HP1526901T2D_K18 4 0.000
#> HP1526901T2D_J1 2 0.000
#> HP1526901T2D_B1 2 0.000
#> HP1526901T2D_I7 4 0.000
#> HP1526901T2D_A19 2 0.000
#> HP1526901T2D_C15 2 0.000
#> HP1526901T2D_I19 2 0.249
#> HP1526901T2D_J19 4 0.751
#> HP1526901T2D_O3 3 1.000
#> HP1526901T2D_G16 4 0.000
#> HP1526901T2D_D8 3 0.000
#> HP1526901T2D_I14 4 0.000
#> HP1525301T2D_E13 3 0.000
#> HP1525301T2D_H10 2 0.000
#> HP1526901T2D_J4 4 0.751
#> HP1525301T2D_L9 3 0.000
#> HP1526901T2D_G10 4 0.000
#> HP1525301T2D_A11 3 0.000
#> HP1526901T2D_K2 4 0.000
#> HP1526901T2D_B7 2 0.000
#> HP1526901T2D_I13 2 0.000
#> HP1526901T2D_O7 2 0.000
#> HP1526901T2D_I3 2 0.000
#> HP1526901T2D_M2 2 0.000
#> HP1526901T2D_N10 4 0.000
#> HP1526901T2D_I8 3 0.751
#> HP1526901T2D_H14 2 0.000
#> HP1526901T2D_L13 4 0.000
#> HP1526901T2D_E21 2 1.000
#> HP1526901T2D_E2 2 0.000
#> HP1526901T2D_I5 2 0.000
#> HP1526901T2D_B11 4 0.000
#> HP1526901T2D_O6 4 0.498
#> HP1526901T2D_M13 2 1.000
#> HP1526901T2D_E3 2 0.000
#> HP1526901T2D_G18 3 0.000
#> HP1525301T2D_B13 3 0.000
#> HP1526901T2D_F12 2 0.000
#> HP1526901T2D_J13 4 0.000
#> HP1526901T2D_C16 4 1.000
#> HP1526901T2D_J14 4 0.747
#> HP1526901T2D_C4 3 0.249
#> HP1526901T2D_H6 4 0.000
#> HP1526901T2D_C17 2 0.000
#> HP1525301T2D_P9 3 0.000
#> HP1526901T2D_F19 4 0.000
#> HP1526901T2D_D9 4 0.000
#> HP1525301T2D_D12 3 0.000
#> HP1526901T2D_P19 4 0.498
#> HP1526901T2D_C11 2 0.000
#> HP1525301T2D_A5 3 0.000
#> HP1525301T2D_M10 3 0.000
#> HP1526901T2D_N2 4 0.249
#> HP1526901T2D_O10 2 0.751
#> HP1526901T2D_H19 4 0.000
#> HP1526901T2D_C6 3 0.747
#> HP1526901T2D_E19 2 0.000
#> HP1526901T2D_I11 2 0.000
#> HP1526901T2D_E10 4 0.000
#> HP1526901T2D_L12 4 0.000
#> HP1525301T2D_B7 3 0.000
#> HP1526901T2D_H10 2 0.000
#> HP1526901T2D_D1 4 0.000
#> HP1526901T2D_P1 4 0.000
#> HP1526901T2D_E6 4 0.000
#> HP1526901T2D_M22 2 1.000
#> HP1525301T2D_B18 3 0.000
#> HP1525301T2D_K19 3 0.000
#> HP1526901T2D_F20 4 0.502
#> HP1526901T2D_N14 4 0.000
#> HP1525301T2D_M17 2 0.000
#> HP1526901T2D_F23 2 0.000
#> HP1526901T2D_G19 2 0.000
#> HP1526901T2D_L6 2 0.000
#> HP1526901T2D_I4 4 0.000
#> HP1525301T2D_E16 3 0.000
#> HP1526901T2D_D21 2 0.751
#> HP1526901T2D_C10 2 0.000
#> HP1526901T2D_D14 3 0.000
#> HP1526901T2D_C1 2 0.000
#> HP1526901T2D_E5 2 0.000
#> HP1526901T2D_G4 2 0.000
#> HP1526901T2D_B14 3 0.000
#> HP1526901T2D_C2 3 0.000
#> HP1526901T2D_K14 4 0.000
#> HP1526901T2D_G9 2 0.502
#> HP1525301T2D_N21 3 1.000
#> HP1526901T2D_I22 2 0.000
#> HP1526901T2D_O8 2 0.000
#> HP1526901T2D_B13 1 0.751
#> HP1526901T2D_H3 4 0.000
#> HP1526901T2D_J17 4 0.498
#> HP1526901T2D_D16 4 0.000
#> HP1526901T2D_M16 4 0.000
#> HP1525301T2D_D9 3 0.000
#> HP1525301T2D_E22 3 0.249
#> HP1525301T2D_K22 3 0.000
#> HP1525301T2D_H20 3 0.000
#> HP1525301T2D_N9 3 0.000
#> HP1525301T2D_M14 2 0.000
#> HP1526901T2D_A5 2 0.000
#> HP1526901T2D_F18 2 0.000
#> HP1526901T2D_K15 4 0.000
#> HP1525301T2D_J1 3 0.000
#> HP1526901T2D_A14 2 0.000
#> HP1526901T2D_A13 2 0.000
#> HP1526901T2D_I15 4 0.000
#> HP1526901T2D_B10 2 0.000
#> HP1526901T2D_N19 2 0.000
#> HP1526901T2D_G8 4 0.000
#> HP1526901T2D_M3 1 0.751
#> HP1526901T2D_I18 2 0.000
#> HP1525301T2D_N24 3 0.000
#> HP1526901T2D_N16 2 0.000
#> HP1526901T2D_I16 4 0.000
#> HP1526901T2D_F7 2 0.498
#> HP1525301T2D_K3 3 0.000
#> HP1525301T2D_J10 2 0.000
#> HP1526901T2D_N8 3 0.000
#> HP1526901T2D_A8 3 0.000
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 434 9.00e-74 3.56e-06 2.46e-13 2
#> ATC:skmeans 488 2.53e-80 6.34e-32 4.76e-35 3
#> ATC:skmeans 459 1.34e-78 2.90e-29 5.97e-36 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node024. Child nodes: Node01221-leaf , Node01222-leaf , Node02111 , Node02112 , Node02121 , Node02122 , Node02211 , Node02212-leaf , Node02213-leaf , Node02221 , Node02222 , Node02223-leaf , Node02231-leaf , Node02232-leaf , Node02233-leaf , Node02234-leaf , Node02311-leaf , Node02312 , Node02313-leaf , Node02321-leaf , Node02322-leaf , Node02323-leaf , Node02324-leaf , Node02331-leaf , Node02332-leaf , Node02411-leaf , Node02412-leaf , Node02421-leaf , Node02422 , Node02423-leaf , Node02431-leaf , Node02432-leaf , Node02433-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["0241"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11930 rows and 176 columns.
#> Top rows (1189) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 2.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.999 0.999 0.480 0.521 0.521
#> 3 3 0.689 0.768 0.820 0.272 0.878 0.771
#> 4 4 0.801 0.871 0.924 0.194 0.809 0.564
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 2
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1502401_L13 1 0.000 0.999 1.00 0.00
#> HP1504101T2D_B4 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_B10 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_G16 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_A15 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_M4 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_B22 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_L13 2 0.000 0.999 0.00 1.00
#> HP1502401_E5 2 0.000 0.999 0.00 1.00
#> HP1502401_O1 1 0.000 0.999 1.00 0.00
#> HP1504101T2D_M15 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_N15 1 0.000 0.999 1.00 0.00
#> HP1504101T2D_E1 1 0.000 0.999 1.00 0.00
#> HP1504101T2D_E11 2 0.000 0.999 0.00 1.00
#> HP1502401_B18 2 0.000 0.999 0.00 1.00
#> HP1502401_E16 1 0.242 0.958 0.96 0.04
#> HP1504101T2D_F11 2 0.000 0.999 0.00 1.00
#> HP1502401_F18 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_I10 2 0.000 0.999 0.00 1.00
#> HP1502401_C4 2 0.141 0.980 0.02 0.98
#> HP1502401_N23 2 0.000 0.999 0.00 1.00
#> HP1502401_B15 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_C12 2 0.000 0.999 0.00 1.00
#> HP1502401_H5 2 0.000 0.999 0.00 1.00
#> HP1502401_N7 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_A17 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_E7 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_G3 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_L5 1 0.000 0.999 1.00 0.00
#> HP1502401_L4 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_E8 2 0.000 0.999 0.00 1.00
#> HP1502401_M6 2 0.000 0.999 0.00 1.00
#> HP1502401_I8 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_N2 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_J9 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_E20 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_D11 2 0.000 0.999 0.00 1.00
#> HP1504101T2D_M3 2 0.000 0.999 0.00 1.00
#> HP1508501T2D_B23 1 0.000 0.999 1.00 0.00
#> HP1508501T2D_I15 1 0.000 0.999 1.00 0.00
#> HP1508501T2D_M19 1 0.000 0.999 1.00 0.00
#> HP1508501T2D_L18 1 0.000 0.999 1.00 0.00
#> HP1508501T2D_D5 1 0.000 0.999 1.00 0.00
#> HP1508501T2D_L7 1 0.000 0.999 1.00 0.00
#> HP1508501T2D_E12 1 0.000 0.999 1.00 0.00
#> HP1508501T2D_C13 2 0.141 0.980 0.02 0.98
#> HP1508501T2D_A24 1 0.000 0.999 1.00 0.00
#> HP1508501T2D_K16 2 0.000 0.999 0.00 1.00
#> HP1508501T2D_K4 1 0.000 0.999 1.00 0.00
#> HP1508501T2D_K20 2 0.000 0.999 0.00 1.00
#> HP1508501T2D_B10 2 0.000 0.999 0.00 1.00
#> HP1508501T2D_G20 1 0.000 0.999 1.00 0.00
#> HP1508501T2D_M14 2 0.000 0.999 0.00 1.00
#> HP1508501T2D_E8 1 0.000 0.999 1.00 0.00
#> HP1508501T2D_M8 1 0.000 0.999 1.00 0.00
#> HP1508501T2D_F11 2 0.000 0.999 0.00 1.00
#> HP1508501T2D_N11 1 0.000 0.999 1.00 0.00
#> HP1508501T2D_H10 1 0.000 0.999 1.00 0.00
#> HP1508501T2D_J24 2 0.000 0.999 0.00 1.00
#> HP1508501T2D_G4 1 0.000 0.999 1.00 0.00
#> HP1508501T2D_G22 2 0.000 0.999 0.00 1.00
#> HP1506401_I1 2 0.000 0.999 0.00 1.00
#> HP1506401_G1 1 0.000 0.999 1.00 0.00
#> HP1506401_B22 2 0.000 0.999 0.00 1.00
#> HP1506401_I14 2 0.000 0.999 0.00 1.00
#> HP1506401_G8 2 0.000 0.999 0.00 1.00
#> HP1506401_H12 2 0.000 0.999 0.00 1.00
#> HP1506401_H14 1 0.000 0.999 1.00 0.00
#> HP1506401_K23 2 0.000 0.999 0.00 1.00
#> HP1506401_O23 1 0.000 0.999 1.00 0.00
#> HP1506401_H11 2 0.000 0.999 0.00 1.00
#> HP1506401_J4 1 0.000 0.999 1.00 0.00
#> HP1506401_F14 2 0.000 0.999 0.00 1.00
#> HP1506401_O6 2 0.000 0.999 0.00 1.00
#> HP1506401_L14 2 0.000 0.999 0.00 1.00
#> HP1506401_D9 2 0.000 0.999 0.00 1.00
#> HP1506401_H13 1 0.000 0.999 1.00 0.00
#> HP1506401_I8 1 0.000 0.999 1.00 0.00
#> HP1506401_M6 2 0.000 0.999 0.00 1.00
#> HP1506401_J16 2 0.000 0.999 0.00 1.00
#> HP1506401_B3 2 0.000 0.999 0.00 1.00
#> HP1506401_M24 2 0.000 0.999 0.00 1.00
#> HP1506401_H22 1 0.000 0.999 1.00 0.00
#> HP1507101_E2 1 0.000 0.999 1.00 0.00
#> HP1507101_N9 1 0.000 0.999 1.00 0.00
#> HP1507101_B3 1 0.000 0.999 1.00 0.00
#> HP1507101_D20 1 0.000 0.999 1.00 0.00
#> HP1507101_O22 1 0.000 0.999 1.00 0.00
#> HP1507101_N3 2 0.000 0.999 0.00 1.00
#> HP1507101_J9 2 0.000 0.999 0.00 1.00
#> HP1507101_L13 1 0.000 0.999 1.00 0.00
#> HP1507101_L7 1 0.000 0.999 1.00 0.00
#> HP1507101_F22 1 0.000 0.999 1.00 0.00
#> HP1507101_F16 1 0.000 0.999 1.00 0.00
#> HP1507101_P10 1 0.000 0.999 1.00 0.00
#> HP1507101_B23 1 0.000 0.999 1.00 0.00
#> HP1507101_H11 1 0.000 0.999 1.00 0.00
#> HP1507101_I8 1 0.000 0.999 1.00 0.00
#> HP1507101_L2 1 0.000 0.999 1.00 0.00
#> HP1507101_D2 1 0.000 0.999 1.00 0.00
#> HP1507101_H14 1 0.000 0.999 1.00 0.00
#> HP1507101_H9 1 0.000 0.999 1.00 0.00
#> HP1507101_J24 1 0.000 0.999 1.00 0.00
#> HP1507101_P11 1 0.000 0.999 1.00 0.00
#> HP1507101_P4 1 0.000 0.999 1.00 0.00
#> HP1507101_N19 1 0.000 0.999 1.00 0.00
#> HP1507101_E8 1 0.000 0.999 1.00 0.00
#> HP1507101_J23 1 0.000 0.999 1.00 0.00
#> HP1507101_N18 1 0.000 0.999 1.00 0.00
#> HP1507101_M4 1 0.000 0.999 1.00 0.00
#> HP1507101_B7 1 0.000 0.999 1.00 0.00
#> HP1507101_H23 1 0.000 0.999 1.00 0.00
#> HP1507101_M14 1 0.141 0.980 0.98 0.02
#> HP1507101_I4 1 0.000 0.999 1.00 0.00
#> HP1507101_G24 1 0.000 0.999 1.00 0.00
#> HP1507101_D1 1 0.000 0.999 1.00 0.00
#> HP1507101_I22 1 0.000 0.999 1.00 0.00
#> HP1507101_B1 1 0.000 0.999 1.00 0.00
#> HP1507101_N16 1 0.000 0.999 1.00 0.00
#> HP1507101_F2 1 0.000 0.999 1.00 0.00
#> HP1507101_B14 1 0.000 0.999 1.00 0.00
#> HP1507101_M18 1 0.000 0.999 1.00 0.00
#> HP1507101_D24 1 0.000 0.999 1.00 0.00
#> HP1507101_B13 1 0.000 0.999 1.00 0.00
#> HP1507101_H22 1 0.000 0.999 1.00 0.00
#> HP1507101_F13 1 0.000 0.999 1.00 0.00
#> HP1507101_B19 1 0.000 0.999 1.00 0.00
#> HP1507101_D12 1 0.000 0.999 1.00 0.00
#> HP1507101_L4 2 0.000 0.999 0.00 1.00
#> HP1507101_A18 1 0.000 0.999 1.00 0.00
#> HP1507101_B24 1 0.000 0.999 1.00 0.00
#> HP1507101_B6 1 0.000 0.999 1.00 0.00
#> HP1507101_D15 1 0.000 0.999 1.00 0.00
#> HP1507101_E12 1 0.000 0.999 1.00 0.00
#> HP1507101_H3 1 0.000 0.999 1.00 0.00
#> HP1507101_L14 1 0.000 0.999 1.00 0.00
#> HP1507101_L6 1 0.000 0.999 1.00 0.00
#> HP1507101_N23 1 0.000 0.999 1.00 0.00
#> HP1507101_C14 1 0.000 0.999 1.00 0.00
#> HP1507101_D17 1 0.000 0.999 1.00 0.00
#> HP1507101_I24 1 0.000 0.999 1.00 0.00
#> HP1507101_I5 1 0.000 0.999 1.00 0.00
#> HP1507101_J4 1 0.000 0.999 1.00 0.00
#> HP1507101_O11 1 0.000 0.999 1.00 0.00
#> HP1507101_C8 1 0.000 0.999 1.00 0.00
#> HP1507101_F9 2 0.000 0.999 0.00 1.00
#> HP1509101_A3 1 0.000 0.999 1.00 0.00
#> HP1509101_I14 1 0.000 0.999 1.00 0.00
#> HP1509101_H21 1 0.000 0.999 1.00 0.00
#> HP1509101_L8 1 0.000 0.999 1.00 0.00
#> HP1509101_G24 1 0.000 0.999 1.00 0.00
#> HP1509101_N12 1 0.000 0.999 1.00 0.00
#> HP1509101_L11 1 0.000 0.999 1.00 0.00
#> HP1509101_C12 1 0.000 0.999 1.00 0.00
#> HP1509101_D19 1 0.000 0.999 1.00 0.00
#> HP1509101_J4 1 0.000 0.999 1.00 0.00
#> HP1509101_H11 1 0.000 0.999 1.00 0.00
#> HP1509101_I21 1 0.000 0.999 1.00 0.00
#> HP1509101_J15 1 0.000 0.999 1.00 0.00
#> HP1509101_P1 1 0.000 0.999 1.00 0.00
#> HP1509101_J20 1 0.000 0.999 1.00 0.00
#> HP1509101_J19 1 0.000 0.999 1.00 0.00
#> HP1509101_O16 1 0.000 0.999 1.00 0.00
#> HP1509101_N20 1 0.000 0.999 1.00 0.00
#> HP1509101_B10 1 0.000 0.999 1.00 0.00
#> HP1509101_J24 1 0.000 0.999 1.00 0.00
#> HP1504901_J8 2 0.000 0.999 0.00 1.00
#> HP1504901_D24 2 0.000 0.999 0.00 1.00
#> HP1525301T2D_E19 2 0.000 0.999 0.00 1.00
#> HP1526901T2D_C13 2 0.000 0.999 0.00 1.00
#> HP1525301T2D_E3 2 0.000 0.999 0.00 1.00
#> HP1526901T2D_P23 2 0.000 0.999 0.00 1.00
#> HP1526901T2D_I24 2 0.000 0.999 0.00 1.00
#> HP1526901T2D_O3 2 0.000 0.999 0.00 1.00
#> HP1525301T2D_N21 2 0.000 0.999 0.00 1.00
#> HP1526901T2D_B13 2 0.000 0.999 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1502401_L13 1 0.9059 0.676 0.48 0.14 0.38
#> HP1504101T2D_B4 2 0.0000 0.822 0.00 1.00 0.00
#> HP1504101T2D_B10 2 0.0000 0.822 0.00 1.00 0.00
#> HP1504101T2D_G16 2 0.0000 0.822 0.00 1.00 0.00
#> HP1504101T2D_A15 2 0.0000 0.822 0.00 1.00 0.00
#> HP1504101T2D_M4 2 0.0892 0.808 0.00 0.98 0.02
#> HP1504101T2D_B22 2 0.0000 0.822 0.00 1.00 0.00
#> HP1504101T2D_L13 2 0.0000 0.822 0.00 1.00 0.00
#> HP1502401_E5 2 0.0000 0.822 0.00 1.00 0.00
#> HP1502401_O1 2 0.6045 0.422 0.00 0.62 0.38
#> HP1504101T2D_M15 2 0.1529 0.788 0.00 0.96 0.04
#> HP1504101T2D_N15 2 0.7395 0.379 0.04 0.58 0.38
#> HP1504101T2D_E1 1 0.0892 0.766 0.98 0.00 0.02
#> HP1504101T2D_E11 2 0.0000 0.822 0.00 1.00 0.00
#> HP1502401_B18 2 0.0000 0.822 0.00 1.00 0.00
#> HP1502401_E16 2 0.6045 0.422 0.00 0.62 0.38
#> HP1504101T2D_F11 2 0.0000 0.822 0.00 1.00 0.00
#> HP1502401_F18 2 0.0000 0.822 0.00 1.00 0.00
#> HP1504101T2D_I10 2 0.0000 0.822 0.00 1.00 0.00
#> HP1502401_C4 2 0.5397 0.513 0.00 0.72 0.28
#> HP1502401_N23 2 0.0000 0.822 0.00 1.00 0.00
#> HP1502401_B15 2 0.5397 0.175 0.00 0.72 0.28
#> HP1504101T2D_C12 2 0.0000 0.822 0.00 1.00 0.00
#> HP1502401_H5 2 0.0892 0.808 0.00 0.98 0.02
#> HP1502401_N7 2 0.0000 0.822 0.00 1.00 0.00
#> HP1504101T2D_A17 2 0.0000 0.822 0.00 1.00 0.00
#> HP1504101T2D_E7 2 0.0000 0.822 0.00 1.00 0.00
#> HP1504101T2D_G3 2 0.0000 0.822 0.00 1.00 0.00
#> HP1504101T2D_L5 2 0.6758 0.377 0.36 0.62 0.02
#> HP1502401_L4 2 0.6758 0.377 0.36 0.62 0.02
#> HP1504101T2D_E8 2 0.0000 0.822 0.00 1.00 0.00
#> HP1502401_M6 2 0.0000 0.822 0.00 1.00 0.00
#> HP1502401_I8 2 0.0000 0.822 0.00 1.00 0.00
#> HP1504101T2D_N2 2 0.0892 0.808 0.00 0.98 0.02
#> HP1504101T2D_J9 2 0.0000 0.822 0.00 1.00 0.00
#> HP1504101T2D_E20 2 0.0000 0.822 0.00 1.00 0.00
#> HP1504101T2D_D11 2 0.0000 0.822 0.00 1.00 0.00
#> HP1504101T2D_M3 2 0.0000 0.822 0.00 1.00 0.00
#> HP1508501T2D_B23 1 0.0892 0.766 0.98 0.00 0.02
#> HP1508501T2D_I15 1 0.0892 0.766 0.98 0.00 0.02
#> HP1508501T2D_M19 1 0.2414 0.733 0.94 0.04 0.02
#> HP1508501T2D_L18 1 0.0892 0.766 0.98 0.00 0.02
#> HP1508501T2D_D5 1 0.6045 0.825 0.62 0.00 0.38
#> HP1508501T2D_L7 1 0.0892 0.766 0.98 0.00 0.02
#> HP1508501T2D_E12 1 0.6045 0.825 0.62 0.00 0.38
#> HP1508501T2D_C13 2 0.6045 0.422 0.00 0.62 0.38
#> HP1508501T2D_A24 1 0.6045 0.825 0.62 0.00 0.38
#> HP1508501T2D_K16 3 0.6045 0.862 0.00 0.38 0.62
#> HP1508501T2D_K4 1 0.6045 0.825 0.62 0.00 0.38
#> HP1508501T2D_K20 2 0.4796 0.387 0.00 0.78 0.22
#> HP1508501T2D_B10 3 0.6045 0.862 0.00 0.38 0.62
#> HP1508501T2D_G20 1 0.0892 0.766 0.98 0.00 0.02
#> HP1508501T2D_M14 3 0.6758 0.441 0.36 0.02 0.62
#> HP1508501T2D_E8 1 0.6045 0.825 0.62 0.00 0.38
#> HP1508501T2D_M8 1 0.0000 0.775 1.00 0.00 0.00
#> HP1508501T2D_F11 3 0.6045 0.862 0.00 0.38 0.62
#> HP1508501T2D_N11 1 0.6045 0.825 0.62 0.00 0.38
#> HP1508501T2D_H10 1 0.6045 0.825 0.62 0.00 0.38
#> HP1508501T2D_J24 2 0.5397 0.179 0.00 0.72 0.28
#> HP1508501T2D_G4 1 0.6045 0.825 0.62 0.00 0.38
#> HP1508501T2D_G22 2 0.6280 -0.538 0.00 0.54 0.46
#> HP1506401_I1 3 0.6045 0.862 0.00 0.38 0.62
#> HP1506401_G1 1 0.0000 0.775 1.00 0.00 0.00
#> HP1506401_B22 3 0.6045 0.862 0.00 0.38 0.62
#> HP1506401_I14 3 0.6045 0.862 0.00 0.38 0.62
#> HP1506401_G8 3 0.6045 0.862 0.00 0.38 0.62
#> HP1506401_H12 3 0.6045 0.862 0.00 0.38 0.62
#> HP1506401_H14 1 0.0892 0.760 0.98 0.00 0.02
#> HP1506401_K23 3 0.6045 0.862 0.00 0.38 0.62
#> HP1506401_O23 1 0.0000 0.775 1.00 0.00 0.00
#> HP1506401_H11 3 0.6045 0.862 0.00 0.38 0.62
#> HP1506401_J4 1 0.1529 0.742 0.96 0.00 0.04
#> HP1506401_F14 3 0.6045 0.862 0.00 0.38 0.62
#> HP1506401_O6 3 0.6045 0.862 0.00 0.38 0.62
#> HP1506401_L14 3 0.6758 0.441 0.36 0.02 0.62
#> HP1506401_D9 3 0.6045 0.862 0.00 0.38 0.62
#> HP1506401_H13 1 0.5948 0.834 0.64 0.00 0.36
#> HP1506401_I8 1 0.0000 0.775 1.00 0.00 0.00
#> HP1506401_M6 3 0.6045 0.862 0.00 0.38 0.62
#> HP1506401_J16 3 0.8321 0.557 0.24 0.14 0.62
#> HP1506401_B3 3 0.6045 0.862 0.00 0.38 0.62
#> HP1506401_M24 3 0.6045 0.862 0.00 0.38 0.62
#> HP1506401_H22 1 0.0892 0.760 0.98 0.00 0.02
#> HP1507101_E2 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_N9 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_B3 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_D20 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_O22 1 0.0000 0.775 1.00 0.00 0.00
#> HP1507101_N3 3 0.6758 0.441 0.36 0.02 0.62
#> HP1507101_J9 3 0.6045 0.862 0.00 0.38 0.62
#> HP1507101_L13 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_L7 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_F22 1 0.0000 0.775 1.00 0.00 0.00
#> HP1507101_F16 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_P10 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_B23 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_H11 1 0.0000 0.775 1.00 0.00 0.00
#> HP1507101_I8 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_L2 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_D2 1 0.0000 0.775 1.00 0.00 0.00
#> HP1507101_H14 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_H9 1 0.0000 0.775 1.00 0.00 0.00
#> HP1507101_J24 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_P11 1 0.0000 0.775 1.00 0.00 0.00
#> HP1507101_P4 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_N19 1 0.0000 0.775 1.00 0.00 0.00
#> HP1507101_E8 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_J23 1 0.0000 0.775 1.00 0.00 0.00
#> HP1507101_N18 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_M4 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_B7 1 0.1529 0.786 0.96 0.00 0.04
#> HP1507101_H23 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_M14 3 0.9986 -0.451 0.32 0.32 0.36
#> HP1507101_I4 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_G24 1 0.1529 0.786 0.96 0.00 0.04
#> HP1507101_D1 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_I22 1 0.5835 0.833 0.66 0.00 0.34
#> HP1507101_B1 1 0.5835 0.833 0.66 0.00 0.34
#> HP1507101_N16 1 0.0000 0.775 1.00 0.00 0.00
#> HP1507101_F2 1 0.4796 0.817 0.78 0.00 0.22
#> HP1507101_B14 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_M18 1 0.5397 0.826 0.72 0.00 0.28
#> HP1507101_D24 1 0.0000 0.775 1.00 0.00 0.00
#> HP1507101_B13 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_H22 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_F13 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_B19 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_D12 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_L4 3 0.6126 0.829 0.00 0.40 0.60
#> HP1507101_A18 1 0.0000 0.775 1.00 0.00 0.00
#> HP1507101_B24 1 0.0000 0.775 1.00 0.00 0.00
#> HP1507101_B6 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_D15 1 0.0000 0.775 1.00 0.00 0.00
#> HP1507101_E12 1 0.0000 0.775 1.00 0.00 0.00
#> HP1507101_H3 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_L14 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_L6 1 0.0000 0.775 1.00 0.00 0.00
#> HP1507101_N23 1 0.4291 0.811 0.82 0.00 0.18
#> HP1507101_C14 1 0.0892 0.781 0.98 0.00 0.02
#> HP1507101_D17 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_I24 1 0.6045 0.825 0.62 0.00 0.38
#> HP1507101_I5 1 0.2537 0.794 0.92 0.00 0.08
#> HP1507101_J4 1 0.0000 0.775 1.00 0.00 0.00
#> HP1507101_O11 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_C8 1 0.5948 0.834 0.64 0.00 0.36
#> HP1507101_F9 3 0.6045 0.862 0.00 0.38 0.62
#> HP1509101_A3 1 0.0000 0.775 1.00 0.00 0.00
#> HP1509101_I14 1 0.5948 0.834 0.64 0.00 0.36
#> HP1509101_H21 1 0.0000 0.775 1.00 0.00 0.00
#> HP1509101_L8 1 0.6045 0.825 0.62 0.00 0.38
#> HP1509101_G24 1 0.5948 0.834 0.64 0.00 0.36
#> HP1509101_N12 1 0.5948 0.834 0.64 0.00 0.36
#> HP1509101_L11 1 0.5948 0.834 0.64 0.00 0.36
#> HP1509101_C12 1 0.0892 0.781 0.98 0.00 0.02
#> HP1509101_D19 1 0.0892 0.781 0.98 0.00 0.02
#> HP1509101_J4 1 0.5948 0.834 0.64 0.00 0.36
#> HP1509101_H11 1 0.5948 0.834 0.64 0.00 0.36
#> HP1509101_I21 1 0.0000 0.775 1.00 0.00 0.00
#> HP1509101_J15 1 0.5948 0.834 0.64 0.00 0.36
#> HP1509101_P1 1 0.0000 0.775 1.00 0.00 0.00
#> HP1509101_J20 1 0.0000 0.775 1.00 0.00 0.00
#> HP1509101_J19 1 0.0000 0.775 1.00 0.00 0.00
#> HP1509101_O16 1 0.0000 0.775 1.00 0.00 0.00
#> HP1509101_N20 1 0.5948 0.834 0.64 0.00 0.36
#> HP1509101_B10 1 0.5948 0.834 0.64 0.00 0.36
#> HP1509101_J24 1 0.2959 0.798 0.90 0.00 0.10
#> HP1504901_J8 2 0.0892 0.808 0.00 0.98 0.02
#> HP1504901_D24 2 0.0000 0.822 0.00 1.00 0.00
#> HP1525301T2D_E19 3 0.6045 0.862 0.00 0.38 0.62
#> HP1526901T2D_C13 3 0.6045 0.862 0.00 0.38 0.62
#> HP1525301T2D_E3 3 0.6045 0.862 0.00 0.38 0.62
#> HP1526901T2D_P23 3 0.6045 0.862 0.00 0.38 0.62
#> HP1526901T2D_I24 3 0.6045 0.862 0.00 0.38 0.62
#> HP1526901T2D_O3 3 0.6045 0.862 0.00 0.38 0.62
#> HP1525301T2D_N21 3 0.6045 0.862 0.00 0.38 0.62
#> HP1526901T2D_B13 3 0.6045 0.862 0.00 0.38 0.62
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1502401_L13 1 0.3037 0.844 0.88 0.02 0.00 0.10
#> HP1504101T2D_B4 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1504101T2D_B10 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1504101T2D_G16 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1504101T2D_A15 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1504101T2D_M4 2 0.0000 0.945 0.00 1.00 0.00 0.00
#> HP1504101T2D_B22 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1504101T2D_L13 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1502401_E5 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1502401_O1 2 0.2411 0.890 0.04 0.92 0.00 0.04
#> HP1504101T2D_M15 2 0.0000 0.945 0.00 1.00 0.00 0.00
#> HP1504101T2D_N15 1 0.5793 0.394 0.60 0.36 0.00 0.04
#> HP1504101T2D_E1 4 0.0707 0.830 0.00 0.02 0.00 0.98
#> HP1504101T2D_E11 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1502401_B18 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1502401_E16 2 0.2411 0.890 0.04 0.92 0.00 0.04
#> HP1504101T2D_F11 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1502401_F18 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1504101T2D_I10 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1502401_C4 2 0.0000 0.945 0.00 1.00 0.00 0.00
#> HP1502401_N23 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1502401_B15 2 0.2921 0.844 0.00 0.86 0.14 0.00
#> HP1504101T2D_C12 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1502401_H5 2 0.1211 0.925 0.00 0.96 0.00 0.04
#> HP1502401_N7 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1504101T2D_A17 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1504101T2D_E7 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1504101T2D_G3 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1504101T2D_L5 2 0.3975 0.753 0.00 0.76 0.00 0.24
#> HP1502401_L4 2 0.4277 0.669 0.00 0.72 0.00 0.28
#> HP1504101T2D_E8 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1502401_M6 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1502401_I8 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1504101T2D_N2 2 0.0000 0.945 0.00 1.00 0.00 0.00
#> HP1504101T2D_J9 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1504101T2D_E20 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1504101T2D_D11 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1504101T2D_M3 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1508501T2D_B23 4 0.0000 0.836 0.00 0.00 0.00 1.00
#> HP1508501T2D_I15 4 0.0000 0.836 0.00 0.00 0.00 1.00
#> HP1508501T2D_M19 4 0.0707 0.830 0.00 0.02 0.00 0.98
#> HP1508501T2D_L18 4 0.1411 0.828 0.02 0.02 0.00 0.96
#> HP1508501T2D_D5 1 0.1637 0.890 0.94 0.00 0.00 0.06
#> HP1508501T2D_L7 4 0.0000 0.836 0.00 0.00 0.00 1.00
#> HP1508501T2D_E12 1 0.1637 0.890 0.94 0.00 0.00 0.06
#> HP1508501T2D_C13 2 0.3611 0.834 0.08 0.86 0.00 0.06
#> HP1508501T2D_A24 1 0.2647 0.840 0.88 0.00 0.00 0.12
#> HP1508501T2D_K16 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1508501T2D_K4 1 0.2345 0.857 0.90 0.00 0.00 0.10
#> HP1508501T2D_K20 2 0.5428 0.747 0.00 0.74 0.14 0.12
#> HP1508501T2D_B10 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1508501T2D_G20 4 0.0707 0.830 0.00 0.02 0.00 0.98
#> HP1508501T2D_M14 4 0.3975 0.608 0.00 0.00 0.24 0.76
#> HP1508501T2D_E8 1 0.4907 0.377 0.58 0.00 0.00 0.42
#> HP1508501T2D_M8 4 0.1211 0.860 0.04 0.00 0.00 0.96
#> HP1508501T2D_F11 3 0.1211 0.956 0.00 0.04 0.96 0.00
#> HP1508501T2D_N11 1 0.1637 0.890 0.94 0.00 0.00 0.06
#> HP1508501T2D_H10 1 0.1637 0.890 0.94 0.00 0.00 0.06
#> HP1508501T2D_J24 2 0.5291 0.731 0.00 0.74 0.18 0.08
#> HP1508501T2D_G4 1 0.1637 0.890 0.94 0.00 0.00 0.06
#> HP1508501T2D_G22 3 0.4277 0.635 0.00 0.28 0.72 0.00
#> HP1506401_I1 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1506401_G1 4 0.2011 0.875 0.08 0.00 0.00 0.92
#> HP1506401_B22 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1506401_I14 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1506401_G8 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1506401_H12 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1506401_H14 4 0.3611 0.833 0.08 0.00 0.06 0.86
#> HP1506401_K23 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1506401_O23 4 0.3821 0.869 0.12 0.00 0.04 0.84
#> HP1506401_H11 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1506401_J4 4 0.2411 0.850 0.04 0.00 0.04 0.92
#> HP1506401_F14 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1506401_O6 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1506401_L14 3 0.1211 0.931 0.00 0.00 0.96 0.04
#> HP1506401_D9 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1506401_H13 1 0.0707 0.917 0.98 0.00 0.00 0.02
#> HP1506401_I8 4 0.3172 0.863 0.16 0.00 0.00 0.84
#> HP1506401_M6 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1506401_J16 3 0.0707 0.945 0.00 0.00 0.98 0.02
#> HP1506401_B3 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1506401_M24 3 0.0000 0.963 0.00 0.00 1.00 0.00
#> HP1506401_H22 4 0.3198 0.867 0.08 0.00 0.04 0.88
#> HP1507101_E2 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_N9 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_B3 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_D20 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_O22 4 0.1637 0.868 0.06 0.00 0.00 0.94
#> HP1507101_N3 4 0.1637 0.821 0.00 0.00 0.06 0.94
#> HP1507101_J9 3 0.1211 0.956 0.00 0.04 0.96 0.00
#> HP1507101_L13 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_L7 1 0.2011 0.856 0.92 0.00 0.00 0.08
#> HP1507101_F22 4 0.3400 0.866 0.18 0.00 0.00 0.82
#> HP1507101_F16 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_P10 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_B23 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_H11 4 0.3801 0.835 0.22 0.00 0.00 0.78
#> HP1507101_I8 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_L2 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_D2 4 0.1637 0.868 0.06 0.00 0.00 0.94
#> HP1507101_H14 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_H9 4 0.3801 0.837 0.22 0.00 0.00 0.78
#> HP1507101_J24 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_P11 4 0.3400 0.866 0.18 0.00 0.00 0.82
#> HP1507101_P4 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_N19 4 0.3400 0.866 0.18 0.00 0.00 0.82
#> HP1507101_E8 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_J23 4 0.3801 0.837 0.22 0.00 0.00 0.78
#> HP1507101_N18 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_M4 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_B7 4 0.4522 0.712 0.32 0.00 0.00 0.68
#> HP1507101_H23 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_M14 1 0.1211 0.906 0.96 0.04 0.00 0.00
#> HP1507101_I4 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_G24 4 0.4624 0.677 0.34 0.00 0.00 0.66
#> HP1507101_D1 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_I22 1 0.3172 0.749 0.84 0.00 0.00 0.16
#> HP1507101_B1 1 0.2345 0.833 0.90 0.00 0.00 0.10
#> HP1507101_N16 4 0.3400 0.866 0.18 0.00 0.00 0.82
#> HP1507101_F2 1 0.4855 0.131 0.60 0.00 0.00 0.40
#> HP1507101_B14 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_M18 1 0.3801 0.643 0.78 0.00 0.00 0.22
#> HP1507101_D24 4 0.3172 0.872 0.16 0.00 0.00 0.84
#> HP1507101_B13 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_H22 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_F13 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_B19 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_D12 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_L4 3 0.4939 0.702 0.00 0.22 0.74 0.04
#> HP1507101_A18 4 0.3172 0.872 0.16 0.00 0.00 0.84
#> HP1507101_B24 4 0.3975 0.818 0.24 0.00 0.00 0.76
#> HP1507101_B6 1 0.1211 0.897 0.96 0.00 0.00 0.04
#> HP1507101_D15 4 0.1637 0.868 0.06 0.00 0.00 0.94
#> HP1507101_E12 4 0.2345 0.875 0.10 0.00 0.00 0.90
#> HP1507101_H3 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_L14 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_L6 4 0.1637 0.868 0.06 0.00 0.00 0.94
#> HP1507101_N23 1 0.4977 -0.136 0.54 0.00 0.00 0.46
#> HP1507101_C14 4 0.4624 0.677 0.34 0.00 0.00 0.66
#> HP1507101_D17 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_I24 1 0.1913 0.894 0.94 0.02 0.00 0.04
#> HP1507101_I5 4 0.4994 0.325 0.48 0.00 0.00 0.52
#> HP1507101_J4 4 0.1211 0.860 0.04 0.00 0.00 0.96
#> HP1507101_O11 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_C8 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1507101_F9 3 0.1211 0.956 0.00 0.04 0.96 0.00
#> HP1509101_A3 4 0.3400 0.866 0.18 0.00 0.00 0.82
#> HP1509101_I14 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1509101_H21 4 0.3172 0.872 0.16 0.00 0.00 0.84
#> HP1509101_L8 1 0.1211 0.903 0.96 0.00 0.00 0.04
#> HP1509101_G24 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1509101_N12 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1509101_L11 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1509101_C12 4 0.4134 0.795 0.26 0.00 0.00 0.74
#> HP1509101_D19 4 0.4277 0.771 0.28 0.00 0.00 0.72
#> HP1509101_J4 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1509101_H11 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1509101_I21 4 0.1637 0.868 0.06 0.00 0.00 0.94
#> HP1509101_J15 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1509101_P1 4 0.3801 0.837 0.22 0.00 0.00 0.78
#> HP1509101_J20 4 0.1637 0.868 0.06 0.00 0.00 0.94
#> HP1509101_J19 4 0.3400 0.866 0.18 0.00 0.00 0.82
#> HP1509101_O16 4 0.3400 0.866 0.18 0.00 0.00 0.82
#> HP1509101_N20 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1509101_B10 1 0.0000 0.930 1.00 0.00 0.00 0.00
#> HP1509101_J24 1 0.5000 -0.289 0.50 0.00 0.00 0.50
#> HP1504901_J8 2 0.2011 0.896 0.00 0.92 0.00 0.08
#> HP1504901_D24 2 0.0707 0.956 0.00 0.98 0.02 0.00
#> HP1525301T2D_E19 3 0.1211 0.956 0.00 0.04 0.96 0.00
#> HP1526901T2D_C13 3 0.1211 0.956 0.00 0.04 0.96 0.00
#> HP1525301T2D_E3 3 0.1211 0.956 0.00 0.04 0.96 0.00
#> HP1526901T2D_P23 3 0.1211 0.956 0.00 0.04 0.96 0.00
#> HP1526901T2D_I24 3 0.1211 0.956 0.00 0.04 0.96 0.00
#> HP1526901T2D_O3 3 0.1211 0.956 0.00 0.04 0.96 0.00
#> HP1525301T2D_N21 3 0.1211 0.956 0.00 0.04 0.96 0.00
#> HP1526901T2D_B13 3 0.1211 0.956 0.00 0.04 0.96 0.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 176 1.32e-22 6.50e-07 5.02e-15 2
#> ATC:skmeans 162 4.75e-21 2.21e-07 2.67e-13 3
#> ATC:skmeans 170 7.78e-18 9.18e-07 2.58e-17 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node024. Child nodes: Node01221-leaf , Node01222-leaf , Node02111 , Node02112 , Node02121 , Node02122 , Node02211 , Node02212-leaf , Node02213-leaf , Node02221 , Node02222 , Node02223-leaf , Node02231-leaf , Node02232-leaf , Node02233-leaf , Node02234-leaf , Node02311-leaf , Node02312 , Node02313-leaf , Node02321-leaf , Node02322-leaf , Node02323-leaf , Node02324-leaf , Node02331-leaf , Node02332-leaf , Node02411-leaf , Node02412-leaf , Node02421-leaf , Node02422 , Node02423-leaf , Node02431-leaf , Node02432-leaf , Node02433-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["0242"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11945 rows and 194 columns.
#> Top rows (1194) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 3.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.984 0.994 0.501 0.499 0.499
#> 3 3 1.000 0.997 0.999 0.298 0.810 0.635
#> 4 4 0.883 0.913 0.933 0.139 0.901 0.720
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 3
#> attr(,"optional")
#> [1] 2
There is also optional best \(k\) = 2 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1504101T2D_K2 2 0.000 0.9874 0.00 1.00
#> HP1504101T2D_F17 2 0.000 0.9874 0.00 1.00
#> HP1502401_H6 2 0.000 0.9874 0.00 1.00
#> HP1504101T2D_O4 2 0.000 0.9874 0.00 1.00
#> HP1502401_D12 2 0.000 0.9874 0.00 1.00
#> HP1502401_M12 2 0.000 0.9874 0.00 1.00
#> HP1504101T2D_C10 2 0.000 0.9874 0.00 1.00
#> HP1504101T2D_N21 2 0.000 0.9874 0.00 1.00
#> HP1504101T2D_K8 2 0.000 0.9874 0.00 1.00
#> HP1504101T2D_F14 2 0.000 0.9874 0.00 1.00
#> HP1504101T2D_H17 2 0.000 0.9874 0.00 1.00
#> HP1502401_H12 1 0.000 1.0000 1.00 0.00
#> HP1504101T2D_D15 2 0.000 0.9874 0.00 1.00
#> HP1504101T2D_H1 2 0.000 0.9874 0.00 1.00
#> HP1502401_C7 1 0.000 1.0000 1.00 0.00
#> HP1504101T2D_G8 2 0.000 0.9874 0.00 1.00
#> HP1502401_E9 2 0.000 0.9874 0.00 1.00
#> HP1502401_B8 2 0.000 0.9874 0.00 1.00
#> AZ_C11 2 0.000 0.9874 0.00 1.00
#> AZ_B10 2 0.000 0.9874 0.00 1.00
#> AZ_C10 1 0.000 1.0000 1.00 0.00
#> AZ_D5 2 0.000 0.9874 0.00 1.00
#> AZ_C4 1 0.000 1.0000 1.00 0.00
#> HP1508501T2D_F3 1 0.000 1.0000 1.00 0.00
#> HP1508501T2D_C8 2 0.000 0.9874 0.00 1.00
#> HP1508501T2D_C4 1 0.000 1.0000 1.00 0.00
#> HP1508501T2D_J18 2 0.000 0.9874 0.00 1.00
#> HP1508501T2D_B16 1 0.000 1.0000 1.00 0.00
#> HP1506401_F12 1 0.000 1.0000 1.00 0.00
#> HP1506401_F24 1 0.000 1.0000 1.00 0.00
#> HP1506401_J17 1 0.000 1.0000 1.00 0.00
#> HP1506401_I23 1 0.000 1.0000 1.00 0.00
#> HP1506401_O11 1 0.000 1.0000 1.00 0.00
#> HP1506401_P12 1 0.000 1.0000 1.00 0.00
#> HP1506401_E16 2 0.000 0.9874 0.00 1.00
#> HP1506401_F11 1 0.000 1.0000 1.00 0.00
#> HP1506401_A24 1 0.000 1.0000 1.00 0.00
#> HP1506401_G11 2 0.000 0.9874 0.00 1.00
#> HP1506401_D13 1 0.000 1.0000 1.00 0.00
#> HP1506401_C8 1 0.000 1.0000 1.00 0.00
#> HP1506401_F9 1 0.000 1.0000 1.00 0.00
#> HP1506401_I12 1 0.000 1.0000 1.00 0.00
#> HP1506401_G12 1 0.000 1.0000 1.00 0.00
#> HP1506401_B11 1 0.000 1.0000 1.00 0.00
#> HP1507101_D6 1 0.000 1.0000 1.00 0.00
#> HP1507101_P2 1 0.000 1.0000 1.00 0.00
#> HP1507101_H4 1 0.000 1.0000 1.00 0.00
#> HP1507101_D3 1 0.000 1.0000 1.00 0.00
#> HP1507101_I12 1 0.000 1.0000 1.00 0.00
#> HP1507101_F10 2 0.000 0.9874 0.00 1.00
#> HP1507101_H10 1 0.000 1.0000 1.00 0.00
#> HP1507101_N6 1 0.000 1.0000 1.00 0.00
#> HP1507101_J20 1 0.000 1.0000 1.00 0.00
#> HP1507101_O9 1 0.000 1.0000 1.00 0.00
#> HP1507101_I18 1 0.000 1.0000 1.00 0.00
#> HP1507101_H17 1 0.000 1.0000 1.00 0.00
#> HP1507101_O19 1 0.000 1.0000 1.00 0.00
#> HP1507101_B5 1 0.000 1.0000 1.00 0.00
#> HP1507101_F4 1 0.000 1.0000 1.00 0.00
#> HP1507101_F12 1 0.000 1.0000 1.00 0.00
#> HP1507101_O8 1 0.000 1.0000 1.00 0.00
#> HP1509101_C1 1 0.000 1.0000 1.00 0.00
#> HP1509101_P12 2 0.000 0.9874 0.00 1.00
#> HP1509101_P7 1 0.000 1.0000 1.00 0.00
#> HP1509101_E22 1 0.000 1.0000 1.00 0.00
#> HP1504901_J4 2 0.000 0.9874 0.00 1.00
#> HP1504901_E10 2 0.795 0.6848 0.24 0.76
#> HP1504901_M21 2 0.000 0.9874 0.00 1.00
#> HP1525301T2D_D19 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_K12 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_A20 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_A10 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_B6 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_P9 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_E11 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_H18 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_C19 2 0.000 0.9874 0.00 1.00
#> HP1525301T2D_N3 1 0.000 1.0000 1.00 0.00
#> HP1525301T2D_I6 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_G21 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_H24 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_J22 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_A1 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_K11 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_G17 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_L1 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_M19 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_A16 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_B4 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_K3 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_O15 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_J21 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_J5 1 0.000 1.0000 1.00 0.00
#> HP1525301T2D_F23 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_L4 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_L14 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_I10 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_G23 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_P22 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_H20 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_L7 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_N12 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_F5 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_K24 2 0.000 0.9874 0.00 1.00
#> HP1525301T2D_M7 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_O24 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_O14 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_E20 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_C3 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_N13 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_D19 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_B18 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_A4 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_G1 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_L5 2 1.000 0.0162 0.50 0.50
#> HP1526901T2D_A23 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_K22 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_F17 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_N3 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_K23 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_O1 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_O17 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_K20 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_A2 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_H22 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_G2 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_I20 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_N18 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_O9 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_H16 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_K21 2 0.000 0.9874 0.00 1.00
#> HP1525301T2D_L14 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_N20 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_B9 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_L24 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_H4 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_A22 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_M24 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_L3 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_A15 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_D10 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_J20 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_J1 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_B1 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_A19 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_C15 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_I19 2 0.000 0.9874 0.00 1.00
#> HP1525301T2D_H10 2 0.971 0.3436 0.40 0.60
#> HP1526901T2D_B7 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_I13 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_O7 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_I3 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_M2 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_H14 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_E21 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_E2 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_I5 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_M13 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_E3 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_F12 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_C17 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_C11 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_O10 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_E19 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_I11 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_L12 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_H10 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_M22 2 0.000 0.9874 0.00 1.00
#> HP1525301T2D_M17 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_F23 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_G19 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_L6 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_D21 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_C10 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_C1 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_E5 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_G4 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_G9 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_I22 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_O8 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_H3 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_J17 2 0.000 0.9874 0.00 1.00
#> HP1525301T2D_M14 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_A5 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_F18 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_A14 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_A13 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_B10 1 0.000 1.0000 1.00 0.00
#> HP1526901T2D_N19 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_M3 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_I18 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_N16 2 0.000 0.9874 0.00 1.00
#> HP1526901T2D_F7 2 0.000 0.9874 0.00 1.00
#> HP1525301T2D_J10 2 0.000 0.9874 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1504101T2D_K2 2 0.0000 0.997 0.00 1.00 0.00
#> HP1504101T2D_F17 2 0.0000 0.997 0.00 1.00 0.00
#> HP1502401_H6 2 0.0000 0.997 0.00 1.00 0.00
#> HP1504101T2D_O4 2 0.0000 0.997 0.00 1.00 0.00
#> HP1502401_D12 2 0.0000 0.997 0.00 1.00 0.00
#> HP1502401_M12 3 0.0000 1.000 0.00 0.00 1.00
#> HP1504101T2D_C10 2 0.0000 0.997 0.00 1.00 0.00
#> HP1504101T2D_N21 2 0.0000 0.997 0.00 1.00 0.00
#> HP1504101T2D_K8 2 0.0000 0.997 0.00 1.00 0.00
#> HP1504101T2D_F14 2 0.0000 0.997 0.00 1.00 0.00
#> HP1504101T2D_H17 2 0.0892 0.976 0.02 0.98 0.00
#> HP1502401_H12 3 0.0000 1.000 0.00 0.00 1.00
#> HP1504101T2D_D15 2 0.0000 0.997 0.00 1.00 0.00
#> HP1504101T2D_H1 2 0.0000 0.997 0.00 1.00 0.00
#> HP1502401_C7 3 0.0000 1.000 0.00 0.00 1.00
#> HP1504101T2D_G8 2 0.0000 0.997 0.00 1.00 0.00
#> HP1502401_E9 2 0.0000 0.997 0.00 1.00 0.00
#> HP1502401_B8 2 0.0000 0.997 0.00 1.00 0.00
#> AZ_C11 2 0.0000 0.997 0.00 1.00 0.00
#> AZ_B10 2 0.0000 0.997 0.00 1.00 0.00
#> AZ_C10 3 0.0000 1.000 0.00 0.00 1.00
#> AZ_D5 2 0.0000 0.997 0.00 1.00 0.00
#> AZ_C4 3 0.0000 1.000 0.00 0.00 1.00
#> HP1508501T2D_F3 3 0.0000 1.000 0.00 0.00 1.00
#> HP1508501T2D_C8 2 0.0000 0.997 0.00 1.00 0.00
#> HP1508501T2D_C4 3 0.0000 1.000 0.00 0.00 1.00
#> HP1508501T2D_J18 2 0.0892 0.977 0.00 0.98 0.02
#> HP1508501T2D_B16 3 0.0000 1.000 0.00 0.00 1.00
#> HP1506401_F12 3 0.0000 1.000 0.00 0.00 1.00
#> HP1506401_F24 3 0.0000 1.000 0.00 0.00 1.00
#> HP1506401_J17 3 0.0000 1.000 0.00 0.00 1.00
#> HP1506401_I23 3 0.0000 1.000 0.00 0.00 1.00
#> HP1506401_O11 3 0.0000 1.000 0.00 0.00 1.00
#> HP1506401_P12 3 0.0000 1.000 0.00 0.00 1.00
#> HP1506401_E16 3 0.0000 1.000 0.00 0.00 1.00
#> HP1506401_F11 3 0.0000 1.000 0.00 0.00 1.00
#> HP1506401_A24 3 0.0000 1.000 0.00 0.00 1.00
#> HP1506401_G11 3 0.0000 1.000 0.00 0.00 1.00
#> HP1506401_D13 3 0.0000 1.000 0.00 0.00 1.00
#> HP1506401_C8 3 0.0000 1.000 0.00 0.00 1.00
#> HP1506401_F9 3 0.0000 1.000 0.00 0.00 1.00
#> HP1506401_I12 3 0.0000 1.000 0.00 0.00 1.00
#> HP1506401_G12 3 0.0000 1.000 0.00 0.00 1.00
#> HP1506401_B11 3 0.0000 1.000 0.00 0.00 1.00
#> HP1507101_D6 3 0.0000 1.000 0.00 0.00 1.00
#> HP1507101_P2 3 0.0000 1.000 0.00 0.00 1.00
#> HP1507101_H4 3 0.0000 1.000 0.00 0.00 1.00
#> HP1507101_D3 3 0.0000 1.000 0.00 0.00 1.00
#> HP1507101_I12 3 0.0000 1.000 0.00 0.00 1.00
#> HP1507101_F10 3 0.0892 0.978 0.00 0.02 0.98
#> HP1507101_H10 3 0.0000 1.000 0.00 0.00 1.00
#> HP1507101_N6 3 0.0000 1.000 0.00 0.00 1.00
#> HP1507101_J20 3 0.0000 1.000 0.00 0.00 1.00
#> HP1507101_O9 3 0.0000 1.000 0.00 0.00 1.00
#> HP1507101_I18 3 0.0000 1.000 0.00 0.00 1.00
#> HP1507101_H17 3 0.0000 1.000 0.00 0.00 1.00
#> HP1507101_O19 3 0.0000 1.000 0.00 0.00 1.00
#> HP1507101_B5 3 0.0000 1.000 0.00 0.00 1.00
#> HP1507101_F4 3 0.0000 1.000 0.00 0.00 1.00
#> HP1507101_F12 3 0.0000 1.000 0.00 0.00 1.00
#> HP1507101_O8 3 0.0000 1.000 0.00 0.00 1.00
#> HP1509101_C1 3 0.0000 1.000 0.00 0.00 1.00
#> HP1509101_P12 3 0.0000 1.000 0.00 0.00 1.00
#> HP1509101_P7 3 0.0000 1.000 0.00 0.00 1.00
#> HP1509101_E22 3 0.0000 1.000 0.00 0.00 1.00
#> HP1504901_J4 2 0.0000 0.997 0.00 1.00 0.00
#> HP1504901_E10 1 0.0000 1.000 1.00 0.00 0.00
#> HP1504901_M21 2 0.0000 0.997 0.00 1.00 0.00
#> HP1525301T2D_D19 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_K12 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_A20 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_A10 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_B6 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_P9 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_E11 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_H18 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_C19 2 0.0000 0.997 0.00 1.00 0.00
#> HP1525301T2D_N3 1 0.0000 1.000 1.00 0.00 0.00
#> HP1525301T2D_I6 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_G21 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_H24 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_J22 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_A1 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_K11 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_G17 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_L1 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_M19 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_A16 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_B4 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_K3 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_O15 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_J21 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_J5 1 0.0000 1.000 1.00 0.00 0.00
#> HP1525301T2D_F23 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_L4 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_L14 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_I10 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_G23 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_P22 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_H20 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_L7 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_N12 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_F5 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_K24 2 0.0000 0.997 0.00 1.00 0.00
#> HP1525301T2D_M7 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_O24 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_O14 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_E20 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_C3 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_N13 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_D19 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_B18 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_A4 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_G1 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_L5 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_A23 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_K22 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_F17 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_N3 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_K23 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_O1 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_O17 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_K20 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_A2 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_H22 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_G2 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_I20 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_N18 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_O9 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_H16 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_K21 2 0.0000 0.997 0.00 1.00 0.00
#> HP1525301T2D_L14 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_N20 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_B9 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_L24 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_H4 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_A22 2 0.4796 0.718 0.22 0.78 0.00
#> HP1526901T2D_M24 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_L3 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_A15 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_D10 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_J20 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_J1 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_B1 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_A19 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_C15 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_I19 2 0.0000 0.997 0.00 1.00 0.00
#> HP1525301T2D_H10 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_B7 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_I13 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_O7 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_I3 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_M2 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_H14 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_E21 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_E2 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_I5 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_M13 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_E3 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_F12 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_C17 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_C11 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_O10 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_E19 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_I11 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_L12 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_H10 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_M22 2 0.0000 0.997 0.00 1.00 0.00
#> HP1525301T2D_M17 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_F23 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_G19 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_L6 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_D21 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_C10 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_C1 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_E5 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_G4 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_G9 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_I22 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_O8 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_H3 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_J17 2 0.0000 0.997 0.00 1.00 0.00
#> HP1525301T2D_M14 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_A5 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_F18 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_A14 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_A13 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_B10 1 0.0000 1.000 1.00 0.00 0.00
#> HP1526901T2D_N19 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_M3 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_I18 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_N16 2 0.0000 0.997 0.00 1.00 0.00
#> HP1526901T2D_F7 2 0.0000 0.997 0.00 1.00 0.00
#> HP1525301T2D_J10 2 0.0000 0.997 0.00 1.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1504101T2D_K2 4 0.398 0.734 0.00 0.24 0.00 0.76
#> HP1504101T2D_F17 2 0.413 0.406 0.00 0.74 0.00 0.26
#> HP1502401_H6 2 0.000 0.749 0.00 1.00 0.00 0.00
#> HP1504101T2D_O4 4 0.398 0.734 0.00 0.24 0.00 0.76
#> HP1502401_D12 2 0.000 0.749 0.00 1.00 0.00 0.00
#> HP1502401_M12 3 0.413 0.757 0.00 0.26 0.74 0.00
#> HP1504101T2D_C10 2 0.000 0.749 0.00 1.00 0.00 0.00
#> HP1504101T2D_N21 2 0.000 0.749 0.00 1.00 0.00 0.00
#> HP1504101T2D_K8 4 0.398 0.734 0.00 0.24 0.00 0.76
#> HP1504101T2D_F14 4 0.398 0.734 0.00 0.24 0.00 0.76
#> HP1504101T2D_H17 4 0.413 0.722 0.00 0.26 0.00 0.74
#> HP1502401_H12 3 0.398 0.776 0.00 0.24 0.76 0.00
#> HP1504101T2D_D15 4 0.398 0.734 0.00 0.24 0.00 0.76
#> HP1504101T2D_H1 4 0.398 0.734 0.00 0.24 0.00 0.76
#> HP1502401_C7 3 0.398 0.776 0.00 0.24 0.76 0.00
#> HP1504101T2D_G8 4 0.398 0.734 0.00 0.24 0.00 0.76
#> HP1502401_E9 2 0.000 0.749 0.00 1.00 0.00 0.00
#> HP1502401_B8 2 0.000 0.749 0.00 1.00 0.00 0.00
#> AZ_C11 2 0.000 0.749 0.00 1.00 0.00 0.00
#> AZ_B10 2 0.000 0.749 0.00 1.00 0.00 0.00
#> AZ_C10 3 0.398 0.776 0.00 0.24 0.76 0.00
#> AZ_D5 2 0.000 0.749 0.00 1.00 0.00 0.00
#> AZ_C4 3 0.398 0.776 0.00 0.24 0.76 0.00
#> HP1508501T2D_F3 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1508501T2D_C8 2 0.000 0.749 0.00 1.00 0.00 0.00
#> HP1508501T2D_C4 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1508501T2D_J18 2 0.428 0.504 0.00 0.78 0.02 0.20
#> HP1508501T2D_B16 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1506401_F12 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1506401_F24 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1506401_J17 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1506401_I23 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1506401_O11 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1506401_P12 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1506401_E16 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1506401_F11 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1506401_A24 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1506401_G11 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1506401_D13 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1506401_C8 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1506401_F9 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1506401_I12 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1506401_G12 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1506401_B11 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_D6 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_P2 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_H4 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_D3 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_I12 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_F10 3 0.473 0.793 0.00 0.16 0.78 0.06
#> HP1507101_H10 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_N6 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_J20 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_O9 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_I18 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_H17 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_O19 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_B5 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_F4 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_F12 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1507101_O8 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1509101_C1 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1509101_P12 3 0.317 0.846 0.00 0.16 0.84 0.00
#> HP1509101_P7 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1509101_E22 3 0.000 0.966 0.00 0.00 1.00 0.00
#> HP1504901_J4 2 0.000 0.749 0.00 1.00 0.00 0.00
#> HP1504901_E10 1 0.265 0.872 0.88 0.12 0.00 0.00
#> HP1504901_M21 2 0.000 0.749 0.00 1.00 0.00 0.00
#> HP1525301T2D_D19 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_K12 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_A20 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_A10 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_B6 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_P9 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_E11 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_H18 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_C19 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1525301T2D_N3 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1525301T2D_I6 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_G21 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_H24 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_J22 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_A1 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_K11 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_G17 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_L1 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_M19 2 0.491 0.624 0.00 0.58 0.00 0.42
#> HP1526901T2D_A16 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_B4 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_K3 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_O15 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_J21 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_J5 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1525301T2D_F23 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_L4 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_L14 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_I10 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_G23 2 0.485 0.662 0.00 0.60 0.00 0.40
#> HP1526901T2D_P22 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_H20 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_L7 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_N12 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_F5 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_K24 4 0.121 0.877 0.00 0.04 0.00 0.96
#> HP1525301T2D_M7 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_O24 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_O14 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_E20 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_C3 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_N13 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_D19 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_B18 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_A4 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_G1 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_L5 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_A23 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_K22 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_F17 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_N3 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_K23 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_O1 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_O17 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_K20 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_A2 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_H22 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_G2 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_I20 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_N18 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_O9 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_H16 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_K21 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1525301T2D_L14 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_N20 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_B9 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_L24 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_H4 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_A22 4 0.121 0.878 0.04 0.00 0.00 0.96
#> HP1526901T2D_M24 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_L3 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_A15 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_D10 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_J20 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_J1 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_B1 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_A19 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_C15 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_I19 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1525301T2D_H10 2 0.471 0.448 0.36 0.64 0.00 0.00
#> HP1526901T2D_B7 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_I13 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_O7 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_I3 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_M2 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_H14 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_E21 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_E2 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_I5 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_M13 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_E3 4 0.201 0.823 0.00 0.08 0.00 0.92
#> HP1526901T2D_F12 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_C17 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_C11 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_O10 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_E19 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_I11 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_L12 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_H10 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_M22 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1525301T2D_M17 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_F23 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_G19 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_L6 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_D21 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_C10 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_C1 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_E5 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_G4 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_G9 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_I22 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_O8 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_H3 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_J17 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1525301T2D_M14 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_A5 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_F18 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_A14 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_A13 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_B10 1 0.000 0.998 1.00 0.00 0.00 0.00
#> HP1526901T2D_N19 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_M3 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1526901T2D_I18 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_N16 2 0.398 0.874 0.00 0.76 0.00 0.24
#> HP1526901T2D_F7 4 0.000 0.920 0.00 0.00 0.00 1.00
#> HP1525301T2D_J10 2 0.398 0.874 0.00 0.76 0.00 0.24
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 192 7.04e-37 3.87e-03 1.03e-02 2
#> ATC:skmeans 194 8.63e-33 9.04e-30 1.31e-17 3
#> ATC:skmeans 192 4.90e-62 2.52e-29 8.73e-20 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node0242. Child nodes: Node021111-leaf , Node021112-leaf , Node021121-leaf , Node021122-leaf , Node021123-leaf , Node021211-leaf , Node021212-leaf , Node021213-leaf , Node021221-leaf , Node021222-leaf , Node021223-leaf , Node022111-leaf , Node022112-leaf , Node022113-leaf , Node022114-leaf , Node022211-leaf , Node022212-leaf , Node022213-leaf , Node022221-leaf , Node022222-leaf , Node022223-leaf , Node022224-leaf , Node023121-leaf , Node023122-leaf , Node023123-leaf , Node024221-leaf , Node024222-leaf , Node024223-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["02422"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11744 rows and 84 columns.
#> Top rows (1116) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 4.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.990 0.995 0.495 0.504 0.504
#> 3 3 1.000 0.988 0.994 0.327 0.767 0.569
#> 4 4 0.935 0.945 0.961 0.134 0.908 0.733
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 4
#> attr(,"optional")
#> [1] 2 3
There is also optional best \(k\) = 2 3 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1504101T2D_K2 2 0.000 0.990 0.00 1.00
#> HP1504101T2D_F17 2 0.760 0.723 0.22 0.78
#> HP1502401_H6 1 0.000 1.000 1.00 0.00
#> HP1504101T2D_O4 2 0.000 0.990 0.00 1.00
#> HP1502401_D12 1 0.000 1.000 1.00 0.00
#> HP1504101T2D_C10 1 0.000 1.000 1.00 0.00
#> HP1504101T2D_N21 1 0.000 1.000 1.00 0.00
#> HP1504101T2D_K8 2 0.000 0.990 0.00 1.00
#> HP1504101T2D_F14 2 0.000 0.990 0.00 1.00
#> HP1504101T2D_H17 2 0.000 0.990 0.00 1.00
#> HP1504101T2D_D15 2 0.000 0.990 0.00 1.00
#> HP1504101T2D_H1 2 0.000 0.990 0.00 1.00
#> HP1504101T2D_G8 2 0.000 0.990 0.00 1.00
#> HP1502401_E9 1 0.000 1.000 1.00 0.00
#> HP1502401_B8 1 0.000 1.000 1.00 0.00
#> AZ_C11 1 0.000 1.000 1.00 0.00
#> AZ_B10 1 0.000 1.000 1.00 0.00
#> AZ_D5 1 0.000 1.000 1.00 0.00
#> HP1508501T2D_C8 1 0.000 1.000 1.00 0.00
#> HP1508501T2D_J18 1 0.000 1.000 1.00 0.00
#> HP1504901_J4 1 0.000 1.000 1.00 0.00
#> HP1504901_M21 1 0.000 1.000 1.00 0.00
#> HP1525301T2D_D19 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_K12 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_A20 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_A10 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_B6 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_H18 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_C19 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_J22 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_K11 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_M19 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_A16 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_L14 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_I10 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_G23 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_P22 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_L7 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_K24 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_E20 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_B18 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_A4 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_G1 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_K22 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_G2 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_N18 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_O9 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_H16 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_K21 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_N20 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_L24 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_A22 2 0.584 0.839 0.14 0.86
#> HP1526901T2D_A15 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_D10 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_J20 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_J1 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_C15 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_I19 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_B7 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_O7 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_E21 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_M13 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_E3 1 0.141 0.979 0.98 0.02
#> HP1526901T2D_F12 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_O10 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_E19 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_I11 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_L12 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_M22 2 0.000 0.990 0.00 1.00
#> HP1525301T2D_M17 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_F23 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_G19 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_D21 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_C1 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_E5 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_G9 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_H3 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_J17 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_N19 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_M3 2 0.000 0.990 0.00 1.00
#> HP1526901T2D_I18 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_N16 1 0.000 1.000 1.00 0.00
#> HP1526901T2D_F7 2 0.000 0.990 0.00 1.00
#> HP1525301T2D_J10 1 0.000 1.000 1.00 0.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1504101T2D_K2 3 0.369 0.834 0.00 0.14 0.86
#> HP1504101T2D_F17 3 0.000 0.992 0.00 0.00 1.00
#> HP1502401_H6 3 0.000 0.992 0.00 0.00 1.00
#> HP1504101T2D_O4 3 0.000 0.992 0.00 0.00 1.00
#> HP1502401_D12 3 0.000 0.992 0.00 0.00 1.00
#> HP1504101T2D_C10 3 0.000 0.992 0.00 0.00 1.00
#> HP1504101T2D_N21 3 0.000 0.992 0.00 0.00 1.00
#> HP1504101T2D_K8 2 0.369 0.840 0.00 0.86 0.14
#> HP1504101T2D_F14 3 0.000 0.992 0.00 0.00 1.00
#> HP1504101T2D_H17 3 0.000 0.992 0.00 0.00 1.00
#> HP1504101T2D_D15 3 0.000 0.992 0.00 0.00 1.00
#> HP1504101T2D_H1 3 0.000 0.992 0.00 0.00 1.00
#> HP1504101T2D_G8 2 0.254 0.912 0.00 0.92 0.08
#> HP1502401_E9 3 0.000 0.992 0.00 0.00 1.00
#> HP1502401_B8 3 0.000 0.992 0.00 0.00 1.00
#> AZ_C11 3 0.000 0.992 0.00 0.00 1.00
#> AZ_B10 3 0.000 0.992 0.00 0.00 1.00
#> AZ_D5 3 0.000 0.992 0.00 0.00 1.00
#> HP1508501T2D_C8 3 0.000 0.992 0.00 0.00 1.00
#> HP1508501T2D_J18 3 0.000 0.992 0.00 0.00 1.00
#> HP1504901_J4 3 0.000 0.992 0.00 0.00 1.00
#> HP1504901_M21 3 0.000 0.992 0.00 0.00 1.00
#> HP1525301T2D_D19 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_K12 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_A20 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_A10 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_B6 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_H18 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_C19 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_J22 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_K11 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_M19 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_A16 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_L14 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_I10 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_G23 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_P22 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_L7 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_K24 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_E20 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_B18 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_A4 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_G1 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_K22 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_G2 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_N18 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_O9 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_H16 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_K21 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_N20 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_L24 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_A22 1 0.334 0.862 0.88 0.12 0.00
#> HP1526901T2D_A15 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_D10 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_J20 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_J1 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_C15 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_I19 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_B7 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_O7 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_E21 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_M13 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_E3 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_F12 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_O10 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_E19 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_I11 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_L12 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_M22 2 0.000 0.992 0.00 1.00 0.00
#> HP1525301T2D_M17 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_F23 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_G19 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_D21 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_C1 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_E5 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_G9 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_H3 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_J17 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_N19 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_M3 2 0.000 0.992 0.00 1.00 0.00
#> HP1526901T2D_I18 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_N16 1 0.000 0.996 1.00 0.00 0.00
#> HP1526901T2D_F7 2 0.000 0.992 0.00 1.00 0.00
#> HP1525301T2D_J10 1 0.000 0.996 1.00 0.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1504101T2D_K2 3 0.473 0.780 0.00 0.16 0.78 0.06
#> HP1504101T2D_F17 3 0.164 0.951 0.00 0.00 0.94 0.06
#> HP1502401_H6 3 0.000 0.965 0.00 0.00 1.00 0.00
#> HP1504101T2D_O4 3 0.164 0.951 0.00 0.00 0.94 0.06
#> HP1502401_D12 3 0.000 0.965 0.00 0.00 1.00 0.00
#> HP1504101T2D_C10 3 0.000 0.965 0.00 0.00 1.00 0.00
#> HP1504101T2D_N21 3 0.000 0.965 0.00 0.00 1.00 0.00
#> HP1504101T2D_K8 2 0.564 0.565 0.00 0.68 0.26 0.06
#> HP1504101T2D_F14 3 0.164 0.951 0.00 0.00 0.94 0.06
#> HP1504101T2D_H17 3 0.164 0.951 0.00 0.00 0.94 0.06
#> HP1504101T2D_D15 3 0.164 0.951 0.00 0.00 0.94 0.06
#> HP1504101T2D_H1 3 0.164 0.951 0.00 0.00 0.94 0.06
#> HP1504101T2D_G8 2 0.495 0.708 0.00 0.76 0.18 0.06
#> HP1502401_E9 3 0.000 0.965 0.00 0.00 1.00 0.00
#> HP1502401_B8 3 0.000 0.965 0.00 0.00 1.00 0.00
#> AZ_C11 3 0.000 0.965 0.00 0.00 1.00 0.00
#> AZ_B10 3 0.000 0.965 0.00 0.00 1.00 0.00
#> AZ_D5 3 0.000 0.965 0.00 0.00 1.00 0.00
#> HP1508501T2D_C8 3 0.164 0.924 0.00 0.00 0.94 0.06
#> HP1508501T2D_J18 3 0.000 0.965 0.00 0.00 1.00 0.00
#> HP1504901_J4 3 0.000 0.965 0.00 0.00 1.00 0.00
#> HP1504901_M21 3 0.234 0.877 0.10 0.00 0.90 0.00
#> HP1525301T2D_D19 1 0.000 0.974 1.00 0.00 0.00 0.00
#> HP1526901T2D_K12 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_A20 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_A10 1 0.000 0.974 1.00 0.00 0.00 0.00
#> HP1526901T2D_B6 1 0.000 0.974 1.00 0.00 0.00 0.00
#> HP1526901T2D_H18 4 0.164 0.956 0.06 0.00 0.00 0.94
#> HP1526901T2D_C19 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_J22 4 0.164 0.956 0.06 0.00 0.00 0.94
#> HP1526901T2D_K11 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_M19 4 0.164 0.956 0.06 0.00 0.00 0.94
#> HP1526901T2D_A16 4 0.361 0.859 0.20 0.00 0.00 0.80
#> HP1526901T2D_L14 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_I10 4 0.201 0.952 0.08 0.00 0.00 0.92
#> HP1526901T2D_G23 4 0.164 0.956 0.06 0.00 0.00 0.94
#> HP1526901T2D_P22 1 0.000 0.974 1.00 0.00 0.00 0.00
#> HP1526901T2D_L7 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_K24 4 0.164 0.956 0.06 0.00 0.00 0.94
#> HP1526901T2D_E20 1 0.000 0.974 1.00 0.00 0.00 0.00
#> HP1526901T2D_B18 1 0.164 0.910 0.94 0.00 0.00 0.06
#> HP1526901T2D_A4 4 0.340 0.882 0.18 0.00 0.00 0.82
#> HP1526901T2D_G1 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_K22 4 0.164 0.956 0.06 0.00 0.00 0.94
#> HP1526901T2D_G2 1 0.000 0.974 1.00 0.00 0.00 0.00
#> HP1526901T2D_N18 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_O9 1 0.000 0.974 1.00 0.00 0.00 0.00
#> HP1526901T2D_H16 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_K21 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_N20 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_L24 4 0.234 0.944 0.10 0.00 0.00 0.90
#> HP1526901T2D_A22 4 0.191 0.935 0.04 0.02 0.00 0.94
#> HP1526901T2D_A15 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_D10 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_J20 1 0.000 0.974 1.00 0.00 0.00 0.00
#> HP1526901T2D_J1 4 0.361 0.859 0.20 0.00 0.00 0.80
#> HP1526901T2D_C15 1 0.000 0.974 1.00 0.00 0.00 0.00
#> HP1526901T2D_I19 1 0.000 0.974 1.00 0.00 0.00 0.00
#> HP1526901T2D_B7 1 0.000 0.974 1.00 0.00 0.00 0.00
#> HP1526901T2D_O7 1 0.000 0.974 1.00 0.00 0.00 0.00
#> HP1526901T2D_E21 1 0.000 0.974 1.00 0.00 0.00 0.00
#> HP1526901T2D_M13 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_E3 4 0.164 0.956 0.06 0.00 0.00 0.94
#> HP1526901T2D_F12 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_O10 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_E19 4 0.292 0.918 0.14 0.00 0.00 0.86
#> HP1526901T2D_I11 1 0.000 0.974 1.00 0.00 0.00 0.00
#> HP1526901T2D_L12 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_M22 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1525301T2D_M17 1 0.000 0.974 1.00 0.00 0.00 0.00
#> HP1526901T2D_F23 1 0.471 0.314 0.64 0.00 0.00 0.36
#> HP1526901T2D_G19 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_D21 1 0.000 0.974 1.00 0.00 0.00 0.00
#> HP1526901T2D_C1 1 0.000 0.974 1.00 0.00 0.00 0.00
#> HP1526901T2D_E5 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_G9 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_H3 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_J17 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_N19 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_M3 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1526901T2D_I18 4 0.234 0.944 0.10 0.00 0.00 0.90
#> HP1526901T2D_N16 4 0.164 0.956 0.06 0.00 0.00 0.94
#> HP1526901T2D_F7 2 0.000 0.979 0.00 1.00 0.00 0.00
#> HP1525301T2D_J10 1 0.000 0.974 1.00 0.00 0.00 0.00
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 84 2.04e-16 1.67e-02 0.000361 2
#> ATC:skmeans 84 1.77e-13 9.90e-08 0.000505 3
#> ATC:skmeans 83 1.07e-11 5.77e-07 NaN 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
Parent node: Node024. Child nodes: Node01221-leaf , Node01222-leaf , Node02111 , Node02112 , Node02121 , Node02122 , Node02211 , Node02212-leaf , Node02213-leaf , Node02221 , Node02222 , Node02223-leaf , Node02231-leaf , Node02232-leaf , Node02233-leaf , Node02234-leaf , Node02311-leaf , Node02312 , Node02313-leaf , Node02321-leaf , Node02322-leaf , Node02323-leaf , Node02324-leaf , Node02331-leaf , Node02332-leaf , Node02411-leaf , Node02412-leaf , Node02421-leaf , Node02422 , Node02423-leaf , Node02431-leaf , Node02432-leaf , Node02433-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["0243"]
A summary of res and all the functions that can be applied to it:
res
#> A 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 11875 rows and 158 columns.
#> Top rows (1142) are extracted by 'ATC' method.
#> Subgroups are detected by 'skmeans' method.
#> Performed in total 150 partitions by row resampling.
#> Best k for subgroups seems to be 3.
#>
#> Following methods can be applied to this 'ConsensusPartition' object:
#> [1] "cola_report" "collect_classes" "collect_plots"
#> [4] "collect_stats" "colnames" "compare_partitions"
#> [7] "compare_signatures" "consensus_heatmap" "dimension_reduction"
#> [10] "functional_enrichment" "get_anno_col" "get_anno"
#> [13] "get_classes" "get_consensus" "get_matrix"
#> [16] "get_membership" "get_param" "get_signatures"
#> [19] "get_stats" "is_best_k" "is_stable_k"
#> [22] "membership_heatmap" "ncol" "nrow"
#> [25] "plot_ecdf" "predict_classes" "rownames"
#> [28] "select_partition_number" "show" "suggest_best_k"
#> [31] "test_to_known_factors" "top_rows_heatmap"
collect_plots() function collects all the plots made from res for all k (number of subgroups)
into one single page to provide an easy and fast comparison between different k.
collect_plots(res)
The plots are:
k and the heatmap of
predicted classes for each k.k.k.k.All the plots in panels can be made by individual functions and they are plotted later in this section.
select_partition_number() produces several plots showing different
statistics for choosing “optimized” k. There are following statistics:
k;k, the area increased is defined as \(A_k - A_{k-1}\).The detailed explanations of these statistics can be found in the cola vignette.
Generally speaking, higher 1-PAC score, higher mean silhouette score or higher
concordance corresponds to better partition. Rand index and Jaccard index
measure how similar the current partition is compared to partition with k-1.
If they are too similar, we won't accept k is better than k-1.
select_partition_number(res)
The numeric values for all these statistics can be obtained by get_stats().
get_stats(res)
#> k 1-PAC mean_silhouette concordance area_increased Rand Jaccard
#> 2 2 1.000 0.979 0.992 0.501 0.500 0.500
#> 3 3 1.000 0.980 0.985 0.212 0.886 0.773
#> 4 4 0.794 0.857 0.923 0.141 0.900 0.753
suggest_best_k() suggests the best \(k\) based on these statistics. The rules are as follows:
suggest_best_k(res)
#> [1] 3
#> attr(,"optional")
#> [1] 2
There is also optional best \(k\) = 2 that is worth to check.
Following is the table of the partitions (You need to click the show/hide
code output link to see it). The membership matrix (columns with name p*)
is inferred by
clue::cl_consensus()
function with the SE method. Basically the value in the membership matrix
represents the probability to belong to a certain group. The finall subgroup
label for an item is determined with the group with highest probability it
belongs to.
In get_classes() function, the entropy is calculated from the membership
matrix and the silhouette score is calculated from the consensus matrix.
cbind(get_classes(res, k = 2), get_membership(res, k = 2))
#> class entropy silhouette p1 p2
#> HP1502401_M3 1 0.000 0.992 1.00 0.00
#> HP1504901_I23 2 0.000 0.992 0.00 1.00
#> HP1504901_F18 2 0.000 0.992 0.00 1.00
#> HP1504901_D23 2 0.000 0.992 0.00 1.00
#> HP1504901_N22 1 0.469 0.884 0.90 0.10
#> HP1504901_J20 2 0.000 0.992 0.00 1.00
#> HP1504901_J23 2 0.000 0.992 0.00 1.00
#> HP1504901_G2 2 0.000 0.992 0.00 1.00
#> HP1504901_N16 2 0.000 0.992 0.00 1.00
#> HP1504901_F24 2 0.000 0.992 0.00 1.00
#> HP1504901_M24 2 0.000 0.992 0.00 1.00
#> HP1504901_B18 2 0.000 0.992 0.00 1.00
#> HP1504901_F9 2 0.000 0.992 0.00 1.00
#> HP1504901_N17 2 0.000 0.992 0.00 1.00
#> HP1504901_D2 2 0.000 0.992 0.00 1.00
#> HP1504901_F4 2 0.000 0.992 0.00 1.00
#> HP1504901_I8 2 0.995 0.139 0.46 0.54
#> HP1504901_B2 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_K15 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_K23 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_I21 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_A3 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_I12 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_P22 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_P20 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_D5 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_J14 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_P6 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_K6 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_L16 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_F2 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_B1 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_F19 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_E18 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_N23 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_G22 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_O22 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_D11 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_I6 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_E1 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_N15 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_F3 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_P21 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_J24 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_L2 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_F21 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_M16 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_G7 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_H23 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_F10 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_I4 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_E8 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_P14 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_H6 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_C10 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_L19 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_H7 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_E23 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_N9 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_I7 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_O21 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_G14 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_E7 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_H19 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_M13 1 0.990 0.205 0.56 0.44
#> HP1526901T2D_A9 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_P24 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_A12 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_L11 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_B12 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_A17 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_P12 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_J2 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_D18 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_B17 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_B20 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_H12 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_N6 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_L22 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_I21 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_I2 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_H12 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_L24 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_F9 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_H17 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_G23 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_O23 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_M8 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_J4 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_G4 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_J13 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_G19 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_N13 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_K18 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_I7 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_J19 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_G16 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_D8 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_I14 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_E13 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_J4 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_L9 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_G10 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_A11 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_K2 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_N10 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_I8 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_L13 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_B11 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_O6 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_G18 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_B13 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_J13 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_C16 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_J14 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_C4 2 0.141 0.972 0.02 0.98
#> HP1526901T2D_H6 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_P9 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_F19 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_D9 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_D12 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_P19 1 0.141 0.973 0.98 0.02
#> HP1525301T2D_A5 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_M10 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_N2 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_H19 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_C6 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_E10 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_B7 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_D1 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_P1 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_E6 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_B18 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_K19 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_F20 2 0.529 0.861 0.12 0.88
#> HP1526901T2D_N14 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_I4 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_E16 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_D14 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_B14 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_C2 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_K14 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_D16 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_M16 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_D9 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_E22 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_K22 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_H20 2 0.000 0.992 0.00 1.00
#> HP1525301T2D_N9 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_K15 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_J1 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_I15 1 0.000 0.992 1.00 0.00
#> HP1526901T2D_G8 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_N24 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_I16 1 0.000 0.992 1.00 0.00
#> HP1525301T2D_K3 2 0.469 0.886 0.10 0.90
#> HP1526901T2D_N8 2 0.000 0.992 0.00 1.00
#> HP1526901T2D_A8 2 0.000 0.992 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> HP1502401_M3 3 0.0892 0.947 0.02 0.00 0.98
#> HP1504901_I23 3 0.0892 0.979 0.00 0.02 0.98
#> HP1504901_F18 3 0.0892 0.979 0.00 0.02 0.98
#> HP1504901_D23 3 0.0892 0.979 0.00 0.02 0.98
#> HP1504901_N22 3 0.0892 0.979 0.00 0.02 0.98
#> HP1504901_J20 3 0.0892 0.979 0.00 0.02 0.98
#> HP1504901_J23 3 0.0892 0.979 0.00 0.02 0.98
#> HP1504901_G2 3 0.0892 0.979 0.00 0.02 0.98
#> HP1504901_N16 3 0.0892 0.979 0.00 0.02 0.98
#> HP1504901_F24 3 0.0892 0.979 0.00 0.02 0.98
#> HP1504901_M24 3 0.0892 0.979 0.00 0.02 0.98
#> HP1504901_B18 3 0.0892 0.979 0.00 0.02 0.98
#> HP1504901_F9 3 0.0892 0.979 0.00 0.02 0.98
#> HP1504901_N17 3 0.0892 0.979 0.00 0.02 0.98
#> HP1504901_D2 3 0.0892 0.979 0.00 0.02 0.98
#> HP1504901_F4 3 0.0892 0.979 0.00 0.02 0.98
#> HP1504901_I8 3 0.0892 0.979 0.00 0.02 0.98
#> HP1504901_B2 3 0.0892 0.979 0.00 0.02 0.98
#> HP1525301T2D_K15 2 0.0892 0.984 0.00 0.98 0.02
#> HP1525301T2D_K23 2 0.0892 0.974 0.00 0.98 0.02
#> HP1525301T2D_I21 2 0.0000 0.982 0.00 1.00 0.00
#> HP1526901T2D_A3 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_I12 2 0.0892 0.974 0.00 0.98 0.02
#> HP1525301T2D_P22 2 0.0000 0.982 0.00 1.00 0.00
#> HP1526901T2D_P20 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_D5 1 0.4862 0.792 0.82 0.02 0.16
#> HP1525301T2D_J14 2 0.0892 0.974 0.00 0.98 0.02
#> HP1525301T2D_P6 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_K6 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_L16 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_F2 2 0.0892 0.974 0.00 0.98 0.02
#> HP1525301T2D_B1 2 0.0892 0.974 0.00 0.98 0.02
#> HP1525301T2D_F19 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_E18 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_N23 2 0.0892 0.974 0.00 0.98 0.02
#> HP1525301T2D_G22 2 0.0000 0.982 0.00 1.00 0.00
#> HP1526901T2D_O22 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_D11 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_I6 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_E1 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_N15 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_F3 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_P21 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_J24 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_L2 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_F21 2 0.0892 0.984 0.00 0.98 0.02
#> HP1525301T2D_M16 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_G7 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_H23 2 0.0892 0.974 0.00 0.98 0.02
#> HP1526901T2D_F10 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_I4 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_E8 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_P14 2 0.0892 0.984 0.00 0.98 0.02
#> HP1525301T2D_H6 2 0.0892 0.974 0.00 0.98 0.02
#> HP1525301T2D_C10 2 0.0000 0.982 0.00 1.00 0.00
#> HP1526901T2D_L19 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_H7 2 0.0892 0.974 0.00 0.98 0.02
#> HP1525301T2D_E23 3 0.1529 0.941 0.00 0.04 0.96
#> HP1526901T2D_N9 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_I7 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_O21 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_G14 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_E7 2 0.0892 0.984 0.00 0.98 0.02
#> HP1525301T2D_H19 2 0.0892 0.984 0.00 0.98 0.02
#> HP1525301T2D_M13 3 0.8650 0.604 0.20 0.20 0.60
#> HP1526901T2D_A9 2 0.0892 0.984 0.00 0.98 0.02
#> HP1525301T2D_P24 2 0.0000 0.982 0.00 1.00 0.00
#> HP1526901T2D_A12 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_L11 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_B12 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_A17 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_P12 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_J2 2 0.0892 0.974 0.00 0.98 0.02
#> HP1526901T2D_D18 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_B17 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_B20 2 0.1529 0.969 0.00 0.96 0.04
#> HP1526901T2D_H12 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_N6 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_L22 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_I21 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_I2 2 0.0892 0.984 0.00 0.98 0.02
#> HP1525301T2D_H12 1 0.3832 0.852 0.88 0.10 0.02
#> HP1525301T2D_L24 2 0.0892 0.974 0.00 0.98 0.02
#> HP1526901T2D_F9 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_H17 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_G23 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_O23 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_M8 2 0.0892 0.984 0.00 0.98 0.02
#> HP1525301T2D_J4 2 0.0892 0.984 0.00 0.98 0.02
#> HP1525301T2D_G4 2 0.0000 0.982 0.00 1.00 0.00
#> HP1525301T2D_J13 2 0.0000 0.982 0.00 1.00 0.00
#> HP1525301T2D_G19 2 0.0892 0.984 0.00 0.98 0.02
#> HP1525301T2D_N13 2 0.0892 0.974 0.00 0.98 0.02
#> HP1526901T2D_K18 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_I7 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_J19 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_G16 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_D8 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_I14 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_E13 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_J4 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_L9 2 0.0892 0.974 0.00 0.98 0.02
#> HP1526901T2D_G10 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_A11 2 0.0000 0.982 0.00 1.00 0.00
#> HP1526901T2D_K2 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_N10 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_I8 1 0.1529 0.954 0.96 0.00 0.04
#> HP1526901T2D_L13 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_B11 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_O6 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_G18 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_B13 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_J13 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_C16 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_J14 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_C4 2 0.0000 0.982 0.00 1.00 0.00
#> HP1526901T2D_H6 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_P9 2 0.0892 0.974 0.00 0.98 0.02
#> HP1526901T2D_F19 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_D9 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_D12 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_P19 1 0.2414 0.932 0.94 0.02 0.04
#> HP1525301T2D_A5 2 0.0892 0.984 0.00 0.98 0.02
#> HP1525301T2D_M10 2 0.0000 0.982 0.00 1.00 0.00
#> HP1526901T2D_N2 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_H19 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_C6 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_E10 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_B7 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_D1 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_P1 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_E6 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_B18 2 0.0892 0.984 0.00 0.98 0.02
#> HP1525301T2D_K19 2 0.0000 0.982 0.00 1.00 0.00
#> HP1526901T2D_F20 2 0.0892 0.974 0.00 0.98 0.02
#> HP1526901T2D_N14 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_I4 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_E16 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_D14 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_B14 2 0.1529 0.969 0.00 0.96 0.04
#> HP1526901T2D_C2 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_K14 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_D16 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_M16 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_D9 2 0.0892 0.984 0.00 0.98 0.02
#> HP1525301T2D_E22 1 0.1781 0.955 0.96 0.02 0.02
#> HP1525301T2D_K22 2 0.0892 0.974 0.00 0.98 0.02
#> HP1525301T2D_H20 2 0.0892 0.974 0.00 0.98 0.02
#> HP1525301T2D_N9 2 0.0000 0.982 0.00 1.00 0.00
#> HP1526901T2D_K15 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_J1 2 0.0000 0.982 0.00 1.00 0.00
#> HP1526901T2D_I15 1 0.0000 0.993 1.00 0.00 0.00
#> HP1526901T2D_G8 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_N24 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_I16 1 0.0000 0.993 1.00 0.00 0.00
#> HP1525301T2D_K3 2 0.0892 0.974 0.00 0.98 0.02
#> HP1526901T2D_N8 2 0.0892 0.984 0.00 0.98 0.02
#> HP1526901T2D_A8 2 0.0892 0.984 0.00 0.98 0.02
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> HP1502401_M3 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1504901_I23 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1504901_F18 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1504901_D23 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1504901_N22 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1504901_J20 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1504901_J23 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1504901_G2 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1504901_N16 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1504901_F24 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1504901_M24 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1504901_B18 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1504901_F9 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1504901_N17 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1504901_D2 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1504901_F4 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1504901_I8 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1504901_B2 3 0.0000 0.9764 0.00 0.00 1.00 0.00
#> HP1525301T2D_K15 2 0.2011 0.8660 0.00 0.92 0.00 0.08
#> HP1525301T2D_K23 2 0.2921 0.8472 0.00 0.86 0.00 0.14
#> HP1525301T2D_I21 2 0.0000 0.8929 0.00 1.00 0.00 0.00
#> HP1526901T2D_A3 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_I12 2 0.2921 0.8472 0.00 0.86 0.00 0.14
#> HP1525301T2D_P22 2 0.0707 0.8928 0.00 0.98 0.00 0.02
#> HP1526901T2D_P20 4 0.2921 0.7610 0.00 0.14 0.00 0.86
#> HP1526901T2D_D5 1 0.4766 0.7192 0.80 0.02 0.04 0.14
#> HP1525301T2D_J14 2 0.0707 0.8921 0.00 0.98 0.00 0.02
#> HP1525301T2D_P6 2 0.0707 0.8888 0.00 0.98 0.00 0.02
#> HP1526901T2D_K6 4 0.2921 0.7610 0.00 0.14 0.00 0.86
#> HP1526901T2D_L16 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_F2 2 0.1211 0.8876 0.00 0.96 0.00 0.04
#> HP1525301T2D_B1 2 0.2921 0.8472 0.00 0.86 0.00 0.14
#> HP1525301T2D_F19 2 0.2647 0.8406 0.00 0.88 0.00 0.12
#> HP1526901T2D_E18 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_N23 2 0.2921 0.8472 0.00 0.86 0.00 0.14
#> HP1525301T2D_G22 2 0.0000 0.8929 0.00 1.00 0.00 0.00
#> HP1526901T2D_O22 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_D11 2 0.0000 0.8929 0.00 1.00 0.00 0.00
#> HP1526901T2D_I6 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_E1 2 0.2647 0.8406 0.00 0.88 0.00 0.12
#> HP1526901T2D_N15 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_F3 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_P21 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_J24 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_L2 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_F21 4 0.2921 0.7610 0.00 0.14 0.00 0.86
#> HP1525301T2D_M16 2 0.2921 0.8225 0.00 0.86 0.00 0.14
#> HP1526901T2D_G7 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_H23 2 0.2921 0.8472 0.00 0.86 0.00 0.14
#> HP1526901T2D_F10 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_I4 2 0.0000 0.8929 0.00 1.00 0.00 0.00
#> HP1526901T2D_E8 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_P14 2 0.2011 0.8661 0.00 0.92 0.00 0.08
#> HP1525301T2D_H6 2 0.2921 0.8472 0.00 0.86 0.00 0.14
#> HP1525301T2D_C10 2 0.0707 0.8921 0.00 0.98 0.00 0.02
#> HP1526901T2D_L19 1 0.4977 -0.0626 0.54 0.00 0.00 0.46
#> HP1525301T2D_H7 2 0.2921 0.8472 0.00 0.86 0.00 0.14
#> HP1525301T2D_E23 3 0.6449 0.5152 0.00 0.22 0.64 0.14
#> HP1526901T2D_N9 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_I7 2 0.1211 0.8837 0.00 0.96 0.00 0.04
#> HP1526901T2D_O21 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_G14 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_E7 2 0.2011 0.8661 0.00 0.92 0.00 0.08
#> HP1525301T2D_H19 2 0.4907 0.2803 0.00 0.58 0.00 0.42
#> HP1525301T2D_M13 2 0.9754 -0.1204 0.16 0.32 0.22 0.30
#> HP1526901T2D_A9 2 0.2647 0.8406 0.00 0.88 0.00 0.12
#> HP1525301T2D_P24 2 0.0707 0.8921 0.00 0.98 0.00 0.02
#> HP1526901T2D_A12 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_L11 1 0.3198 0.8316 0.88 0.00 0.04 0.08
#> HP1526901T2D_B12 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_A17 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_P12 1 0.0707 0.9361 0.98 0.00 0.00 0.02
#> HP1526901T2D_J2 2 0.2921 0.8472 0.00 0.86 0.00 0.14
#> HP1526901T2D_D18 2 0.0000 0.8929 0.00 1.00 0.00 0.00
#> HP1526901T2D_B17 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_B20 4 0.2921 0.7610 0.00 0.14 0.00 0.86
#> HP1526901T2D_H12 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_N6 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_L22 2 0.2647 0.8406 0.00 0.88 0.00 0.12
#> HP1526901T2D_I21 4 0.2921 0.7532 0.14 0.00 0.00 0.86
#> HP1525301T2D_I2 2 0.2011 0.8667 0.00 0.92 0.00 0.08
#> HP1525301T2D_H12 1 0.6723 0.3277 0.60 0.26 0.00 0.14
#> HP1525301T2D_L24 2 0.2921 0.8472 0.00 0.86 0.00 0.14
#> HP1526901T2D_F9 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_H17 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_G23 2 0.1211 0.8830 0.00 0.96 0.00 0.04
#> HP1526901T2D_O23 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_M8 2 0.2647 0.8406 0.00 0.88 0.00 0.12
#> HP1525301T2D_J4 2 0.2647 0.8406 0.00 0.88 0.00 0.12
#> HP1525301T2D_G4 2 0.0000 0.8929 0.00 1.00 0.00 0.00
#> HP1525301T2D_J13 2 0.0000 0.8929 0.00 1.00 0.00 0.00
#> HP1525301T2D_G19 2 0.3400 0.7809 0.00 0.82 0.00 0.18
#> HP1525301T2D_N13 2 0.2921 0.8472 0.00 0.86 0.00 0.14
#> HP1526901T2D_K18 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_I7 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_J19 4 0.4948 0.3496 0.44 0.00 0.00 0.56
#> HP1526901T2D_G16 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_D8 4 0.2921 0.7610 0.00 0.14 0.00 0.86
#> HP1526901T2D_I14 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_E13 2 0.0000 0.8929 0.00 1.00 0.00 0.00
#> HP1526901T2D_J4 4 0.3525 0.7712 0.10 0.04 0.00 0.86
#> HP1525301T2D_L9 2 0.2921 0.8472 0.00 0.86 0.00 0.14
#> HP1526901T2D_G10 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_A11 2 0.0707 0.8921 0.00 0.98 0.00 0.02
#> HP1526901T2D_K2 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_N10 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_I8 4 0.3525 0.7704 0.10 0.04 0.00 0.86
#> HP1526901T2D_L13 4 0.4907 0.4076 0.42 0.00 0.00 0.58
#> HP1526901T2D_B11 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_O6 1 0.4624 0.3848 0.66 0.00 0.00 0.34
#> HP1526901T2D_G18 4 0.4472 0.7179 0.22 0.02 0.00 0.76
#> HP1525301T2D_B13 2 0.0000 0.8929 0.00 1.00 0.00 0.00
#> HP1526901T2D_J13 1 0.0707 0.9373 0.98 0.00 0.00 0.02
#> HP1526901T2D_C16 4 0.4713 0.5385 0.36 0.00 0.00 0.64
#> HP1526901T2D_J14 4 0.4134 0.6747 0.26 0.00 0.00 0.74
#> HP1526901T2D_C4 2 0.1637 0.8843 0.00 0.94 0.00 0.06
#> HP1526901T2D_H6 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_P9 2 0.2921 0.8472 0.00 0.86 0.00 0.14
#> HP1526901T2D_F19 1 0.2345 0.8487 0.90 0.00 0.00 0.10
#> HP1526901T2D_D9 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_D12 2 0.2011 0.8661 0.00 0.92 0.00 0.08
#> HP1526901T2D_P19 4 0.3611 0.7724 0.06 0.08 0.00 0.86
#> HP1525301T2D_A5 2 0.0000 0.8929 0.00 1.00 0.00 0.00
#> HP1525301T2D_M10 2 0.1637 0.8879 0.00 0.94 0.00 0.06
#> HP1526901T2D_N2 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_H19 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_C6 4 0.3400 0.7349 0.18 0.00 0.00 0.82
#> HP1526901T2D_E10 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_B7 2 0.2647 0.8406 0.00 0.88 0.00 0.12
#> HP1526901T2D_D1 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_P1 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_E6 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_B18 2 0.0000 0.8929 0.00 1.00 0.00 0.00
#> HP1525301T2D_K19 2 0.0707 0.8921 0.00 0.98 0.00 0.02
#> HP1526901T2D_F20 2 0.3610 0.8074 0.00 0.80 0.00 0.20
#> HP1526901T2D_N14 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_I4 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_E16 2 0.2647 0.8406 0.00 0.88 0.00 0.12
#> HP1526901T2D_D14 4 0.3801 0.6917 0.00 0.22 0.00 0.78
#> HP1526901T2D_B14 4 0.4522 0.5251 0.00 0.32 0.00 0.68
#> HP1526901T2D_C2 1 0.3801 0.6607 0.78 0.00 0.00 0.22
#> HP1526901T2D_K14 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_D16 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_M16 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_D9 2 0.2647 0.8406 0.00 0.88 0.00 0.12
#> HP1525301T2D_E22 1 0.5151 0.6385 0.76 0.10 0.00 0.14
#> HP1525301T2D_K22 2 0.2921 0.8472 0.00 0.86 0.00 0.14
#> HP1525301T2D_H20 2 0.2647 0.8563 0.00 0.88 0.00 0.12
#> HP1525301T2D_N9 2 0.0000 0.8929 0.00 1.00 0.00 0.00
#> HP1526901T2D_K15 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_J1 2 0.0707 0.8921 0.00 0.98 0.00 0.02
#> HP1526901T2D_I15 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1526901T2D_G8 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_N24 2 0.2011 0.8740 0.00 0.92 0.00 0.08
#> HP1526901T2D_I16 1 0.0000 0.9564 1.00 0.00 0.00 0.00
#> HP1525301T2D_K3 2 0.2921 0.8472 0.00 0.86 0.00 0.14
#> HP1526901T2D_N8 4 0.2921 0.7610 0.00 0.14 0.00 0.86
#> HP1526901T2D_A8 2 0.4134 0.6681 0.00 0.74 0.00 0.26
Heatmaps for the consensus matrix. It visualizes the probability of two samples to be in a same group.
consensus_heatmap(res, k = 2)
consensus_heatmap(res, k = 3)
consensus_heatmap(res, k = 4)
Heatmaps for the membership of samples in all partitions to see how consistent they are:
membership_heatmap(res, k = 2)
membership_heatmap(res, k = 3)
membership_heatmap(res, k = 4)
As soon as the classes for columns are determined, the signatures that are significantly different between subgroups can be looked for. Following are the heatmaps for signatures.
Signature heatmaps where rows are scaled:
Signature heatmaps where rows are not scaled:
get_signatures(res, k = 2, scale_rows = FALSE)
get_signatures(res, k = 3, scale_rows = FALSE)
get_signatures(res, k = 4, scale_rows = FALSE)
Compare the overlap of signatures from different k:
compare_signatures(res)
get_signature() returns a data frame invisibly. To get the list of signatures, the function
call should be assigned to a variable explicitly. In following code, if plot argument is set
to FALSE, no heatmap is plotted while only the differential analysis is performed.
# code only for demonstration
tb = get_signature(res, k = ..., plot = FALSE)
An example of the output of tb is:
#> which_row fdr mean_1 mean_2 scaled_mean_1 scaled_mean_2 km
#> 1 38 0.042760348 8.373488 9.131774 -0.5533452 0.5164555 1
#> 2 40 0.018707592 7.106213 8.469186 -0.6173731 0.5762149 1
#> 3 55 0.019134737 10.221463 11.207825 -0.6159697 0.5749050 1
#> 4 59 0.006059896 5.921854 7.869574 -0.6899429 0.6439467 1
#> 5 60 0.018055526 8.928898 10.211722 -0.6204761 0.5791110 1
#> 6 98 0.009384629 15.714769 14.887706 0.6635654 -0.6193277 2
...
The columns in tb are:
which_row: row indices corresponding to the input matrix.fdr: FDR for the differential test. mean_x: The mean value in group x.scaled_mean_x: The mean value in group x after rows are scaled.km: Row groups if k-means clustering is applied to rows (which is done by automatically selecting number of clusters).If there are too many signatures, top_signatures = ... can be set to only show the
signatures with the highest FDRs:
# code only for demonstration
# e.g. to show the top 500 most significant rows
tb = get_signature(res, k = ..., top_signatures = 500)
If the signatures are defined as these which are uniquely high in current group, diff_method argument
can be set to "uniquely_high_in_one_group":
# code only for demonstration
tb = get_signature(res, k = ..., diff_method = "uniquely_high_in_one_group")
UMAP plot which shows how samples are separated.
dimension_reduction(res, k = 2, method = "UMAP")
dimension_reduction(res, k = 3, method = "UMAP")
dimension_reduction(res, k = 4, method = "UMAP")
Following heatmap shows how subgroups are split when increasing k:
collect_classes(res)
Test correlation between subgroups and known annotations. If the known annotation is numeric, one-way ANOVA test is applied, and if the known annotation is discrete, chi-squared contingency table test is applied.
test_to_known_factors(res)
#> n_sample cell.type(p-value) disease(p-value) age(p-value) k
#> ATC:skmeans 156 0.3073 5.86e-03 5.04e-06 2
#> ATC:skmeans 158 0.0704 3.65e-31 1.45e-21 3
#> ATC:skmeans 151 0.1992 1.42e-30 NaN 4
If matrix rows can be associated to genes, consider to use functional_enrichment(res,
...) to perform function enrichment for the signature genes. See this vignette for more detailed explanations.
sessionInfo()
#> R version 4.1.0 (2021-05-18)
#> Platform: x86_64-pc-linux-gnu (64-bit)
#> Running under: CentOS Linux 7 (Core)
#>
#> Matrix products: default
#> BLAS/LAPACK: /usr/lib64/libopenblas-r0.3.3.so
#>
#> locale:
#> [1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C LC_TIME=en_US.UTF-8
#> [4] LC_COLLATE=en_US.UTF-8 LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8
#> [7] LC_PAPER=en_US.UTF-8 LC_NAME=C LC_ADDRESS=C
#> [10] LC_TELEPHONE=C LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C
#>
#> attached base packages:
#> [1] grid parallel stats4 stats graphics grDevices utils datasets methods
#> [10] base
#>
#> other attached packages:
#> [1] genefilter_1.74.0 ComplexHeatmap_2.8.0 markdown_1.1
#> [4] knitr_1.33 scRNAseq_2.6.1 SingleCellExperiment_1.14.1
#> [7] SummarizedExperiment_1.22.0 Biobase_2.52.0 GenomicRanges_1.44.0
#> [10] GenomeInfoDb_1.28.1 IRanges_2.26.0 S4Vectors_0.30.0
#> [13] BiocGenerics_0.38.0 MatrixGenerics_1.4.0 matrixStats_0.59.0
#> [16] cola_1.9.4
#>
#> loaded via a namespace (and not attached):
#> [1] circlize_0.4.13 AnnotationHub_3.0.1 BiocFileCache_2.0.0
#> [4] lazyeval_0.2.2 polylabelr_0.2.0 splines_4.1.0
#> [7] Polychrome_1.3.1 BiocParallel_1.26.1 ggplot2_3.3.5
#> [10] digest_0.6.27 foreach_1.5.1 ensembldb_2.16.3
#> [13] htmltools_0.5.1.1 viridis_0.6.1 fansi_0.5.0
#> [16] magrittr_2.0.1 memoise_2.0.0 cluster_2.1.2
#> [19] doParallel_1.0.16 Biostrings_2.60.1 annotate_1.70.0
#> [22] askpass_1.1 prettyunits_1.1.1 colorspace_2.0-2
#> [25] blob_1.2.1 rappdirs_0.3.3 xfun_0.24
#> [28] dplyr_1.0.7 crayon_1.4.1 RCurl_1.98-1.3
#> [31] microbenchmark_1.4-7 jsonlite_1.7.2 impute_1.66.0
#> [34] brew_1.0-6 survival_3.2-11 iterators_1.0.13
#> [37] glue_1.4.2 polyclip_1.10-0 gtable_0.3.0
#> [40] zlibbioc_1.38.0 XVector_0.32.0 GetoptLong_1.0.5
#> [43] DelayedArray_0.18.0 shape_1.4.6 scales_1.1.1
#> [46] data.tree_1.0.0 DBI_1.1.1 Rcpp_1.0.7
#> [49] viridisLite_0.4.0 xtable_1.8-4 progress_1.2.2
#> [52] clue_0.3-59 reticulate_1.20 bit_4.0.4
#> [55] mclust_5.4.7 umap_0.2.7.0 httr_1.4.2
#> [58] RColorBrewer_1.1-2 ellipsis_0.3.2 pkgconfig_2.0.3
#> [61] XML_3.99-0.6 dbplyr_2.1.1 utf8_1.2.1
#> [64] tidyselect_1.1.1 rlang_0.4.11 later_1.2.0
#> [67] AnnotationDbi_1.54.1 munsell_0.5.0 BiocVersion_3.13.1
#> [70] tools_4.1.0 cachem_1.0.5 generics_0.1.0
#> [73] RSQLite_2.2.7 ExperimentHub_2.0.0 evaluate_0.14
#> [76] stringr_1.4.0 fastmap_1.1.0 yaml_2.2.1
#> [79] bit64_4.0.5 purrr_0.3.4 dendextend_1.15.1
#> [82] KEGGREST_1.32.0 AnnotationFilter_1.16.0 mime_0.11
#> [85] slam_0.1-48 xml2_1.3.2 biomaRt_2.48.2
#> [88] compiler_4.1.0 rstudioapi_0.13 filelock_1.0.2
#> [91] curl_4.3.2 png_0.1-7 interactiveDisplayBase_1.30.0
#> [94] tibble_3.1.2 stringi_1.7.3 highr_0.9
#> [97] GenomicFeatures_1.44.0 RSpectra_0.16-0 lattice_0.20-44
#> [100] ProtGenerics_1.24.0 Matrix_1.3-4 vctrs_0.3.8
#> [103] pillar_1.6.1 lifecycle_1.0.0 BiocManager_1.30.16
#> [106] eulerr_6.1.0 GlobalOptions_0.1.2 bitops_1.0-7
#> [109] irlba_2.3.3 httpuv_1.6.1 rtracklayer_1.52.0
#> [112] R6_2.5.0 BiocIO_1.2.0 promises_1.2.0.1
#> [115] gridExtra_2.3 codetools_0.2-18 assertthat_0.2.1
#> [118] openssl_1.4.4 rjson_0.2.20 GenomicAlignments_1.28.0
#> [121] Rsamtools_2.8.0 GenomeInfoDbData_1.2.6 hms_1.1.0
#> [124] skmeans_0.2-13 Cairo_1.5-12.2 scatterplot3d_0.3-41
#> [127] shiny_1.6.0 restfulr_0.0.13