Date: 2021-07-26 10:30:10 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 4434 rows and 1915 columns.
#> Performed in total 4350 partitions.
#> There are 19 groups under the following parameters:
#> - min_samples: 19
#> - mean_silhouette_cutoff: 0.9
#> - min_n_signatures: 206 (signatures are selected based on:)
#> - fdr_cutoff: 0.05
#> - group_diff (scaled values): 0.5
#>
#> Hierarchy of the partition:
#> 0, 1915 cols
#> |-- 01, 1183 cols, 1031 signatures
#> | |-- 011, 658 cols, 6 signatures (c)
#> | |-- 012, 197 cols (a)
#> | |-- 013, 205 cols, 445 signatures
#> | | |-- 0131, 111 cols, 84 signatures (c)
#> | | `-- 0132, 94 cols, 135 signatures (c)
#> | `-- 014, 123 cols, 83 signatures (c)
#> |-- 02, 375 cols, 3836 signatures
#> | |-- 021, 163 cols, 2813 signatures
#> | | |-- 0211, 62 cols, 412 signatures
#> | | | |-- 02111, 32 cols (b)
#> | | | `-- 02112, 30 cols (b)
#> | | |-- 0212, 64 cols, 752 signatures
#> | | | |-- 02121, 30 cols (b)
#> | | | `-- 02122, 34 cols (b)
#> | | `-- 0213, 37 cols (b)
#> | |-- 022, 142 cols, 805 signatures
#> | | |-- 0221, 54 cols, 57 signatures (c)
#> | | |-- 0222, 45 cols, 372 signatures
#> | | | |-- 02221, 31 cols (b)
#> | | | `-- 02222, 14 cols (b)
#> | | `-- 0223, 43 cols, 30 signatures (c)
#> | `-- 023, 70 cols, 204 signatures (c)
#> `-- 03, 357 cols, 2187 signatures
#> |-- 031, 144 cols, 168 signatures (c)
#> |-- 032, 62 cols, 120 signatures (c)
#> |-- 033, 101 cols, 123 signatures (c)
#> `-- 034, 50 cols, 134 signatures (c)
#> Stop reason:
#> a) Mean silhouette score was too small
#> 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] 4434 1915
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" "013" "0131" "0132" "014" "02" "021" "0211" "02111"
#> [13] "02112" "0212" "02121" "02122" "0213" "022" "0221" "0222" "02221" "02222" "0223" "023"
#> [25] "03" "031" "032" "033" "034"
all_leaves(res_rh)
#> [1] "011" "012" "0131" "0132" "014" "02111" "02112" "02121" "02122" "0213" "0221" "02221"
#> [13] "02222" "0223" "023" "031" "032" "033" "034"
node_info(res_rh)
#> id best_method depth best_k n_columns n_signatures p_signatures is_leaf
#> 1 0 ATC:skmeans 1 3 1915 4133 0.93212 FALSE
#> 2 01 ATC:skmeans 2 4 1183 1031 0.23252 FALSE
#> 3 011 ATC:skmeans 3 2 658 6 0.00135 TRUE
#> 4 012 ATC:skmeans 3 3 197 NA NA TRUE
#> 5 013 ATC:skmeans 3 2 205 445 0.10036 FALSE
#> 6 0131 ATC:skmeans 4 2 111 84 0.01894 TRUE
#> 7 0132 ATC:skmeans 4 2 94 135 0.03045 TRUE
#> 8 014 ATC:skmeans 3 2 123 83 0.01872 TRUE
#> 9 02 ATC:skmeans 2 3 375 3836 0.86513 FALSE
#> 10 021 ATC:skmeans 3 3 163 2813 0.63442 FALSE
#> 11 0211 ATC:skmeans 4 2 62 412 0.09292 FALSE
#> 12 02111 not applied 5 NA 32 NA NA TRUE
#> 13 02112 not applied 5 NA 30 NA NA TRUE
#> 14 0212 ATC:skmeans 4 2 64 752 0.16960 FALSE
#> 15 02121 not applied 5 NA 30 NA NA TRUE
#> 16 02122 not applied 5 NA 34 NA NA TRUE
#> 17 0213 not applied 4 NA 37 NA NA TRUE
#> 18 022 ATC:skmeans 3 3 142 805 0.18155 FALSE
#> 19 0221 ATC:skmeans 4 2 54 57 0.01286 TRUE
#> 20 0222 ATC:skmeans 4 2 45 372 0.08390 FALSE
#> 21 02221 not applied 5 NA 31 NA NA TRUE
#> 22 02222 not applied 5 NA 14 NA NA TRUE
#> 23 0223 ATC:skmeans 4 2 43 30 0.00677 TRUE
#> 24 023 ATC:skmeans 3 2 70 204 0.04601 TRUE
#> 25 03 ATC:skmeans 2 4 357 2187 0.49323 FALSE
#> 26 031 ATC:skmeans 3 2 144 168 0.03789 TRUE
#> 27 032 ATC:skmeans 3 2 62 120 0.02706 TRUE
#> 28 033 ATC:skmeans 3 2 101 123 0.02774 TRUE
#> 29 034 ATC:skmeans 3 2 50 134 0.03022 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 | 3 | 0.95 | 0.96 | 0.97 | 1915 | * | |
| Node01 | ATC:skmeans | 4 | 1.00 | 0.97 | 0.99 | 1183 | ** | |
| Node011-leaf | ATC:skmeans | ✓ (c) | 4 | 0.92 | 0.89 | 0.94 | 658 | * |
| Node012-leaf | ATC:skmeans | ✓ (a) | 3 | 0.81 | 0.86 | 0.94 | 197 | |
| Node013 | ATC:skmeans | 4 | 0.92 | 0.91 | 0.96 | 205 | * | |
| Node0131-leaf | ATC:skmeans | ✓ (c) | 2 | 0.88 | 0.92 | 0.97 | 111 | |
| Node0132-leaf | ATC:skmeans | ✓ (c) | 2 | 0.95 | 0.94 | 0.98 | 94 | ** |
| Node014-leaf | ATC:skmeans | ✓ (c) | 2 | 1.00 | 0.97 | 0.99 | 123 | ** |
| Node02 | ATC:skmeans | 4 | 0.98 | 0.93 | 0.97 | 375 | ** | |
| Node021 | ATC:skmeans | 4 | 0.98 | 0.95 | 0.97 | 163 | ** | |
| Node0211 | ATC:skmeans | 3 | 0.93 | 0.94 | 0.97 | 62 | * | |
| Node02111-leaf | not applied | ✓ (b) | 32 | |||||
| Node02112-leaf | not applied | ✓ (b) | 30 | |||||
| Node0212 | ATC:skmeans | 2 | 1.00 | 0.98 | 0.99 | 64 | ** | |
| Node02121-leaf | not applied | ✓ (b) | 30 | |||||
| Node02122-leaf | not applied | ✓ (b) | 34 | |||||
| Node0213-leaf | not applied | ✓ (b) | 37 | |||||
| Node022 | ATC:skmeans | 4 | 0.93 | 0.90 | 0.95 | 142 | * | |
| Node0221-leaf | ATC:skmeans | ✓ (c) | 2 | 0.96 | 0.94 | 0.98 | 54 | ** |
| Node0222 | ATC:skmeans | 2 | 1.00 | 0.95 | 0.98 | 45 | ** | |
| Node02221-leaf | not applied | ✓ (b) | 31 | |||||
| Node02222-leaf | not applied | ✓ (b) | 14 | |||||
| Node0223-leaf | ATC:skmeans | ✓ (c) | 3 | 0.91 | 0.92 | 0.96 | 43 | * |
| Node023-leaf | ATC:skmeans | ✓ (c) | 3 | 0.98 | 0.31 | 0.67 | 70 | ** |
| Node03 | ATC:skmeans | 4 | 0.98 | 0.95 | 0.97 | 357 | ** | |
| Node031-leaf | ATC:skmeans | ✓ (c) | 2 | 0.90 | 0.93 | 0.97 | 144 | |
| Node032-leaf | ATC:skmeans | ✓ (c) | 3 | 0.95 | 0.93 | 0.96 | 62 | ** |
| Node033-leaf | ATC:skmeans | ✓ (c) | 2 | 0.98 | 0.95 | 0.98 | 101 | ** |
| Node034-leaf | ATC:skmeans | ✓ (c) | 2 | 1.00 | 0.99 | 0.99 | 50 | ** |
Stop reason: a) Mean silhouette score was too small 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 = 372))
#> 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 = 412))
#> 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 = 445))
#> 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 = 752))
#> 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 = 805))
#> 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 = 1031))
#> 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 = 2187))
#> 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 = 2813))
#> 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 = 3836))
#> 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 = 4133))
#> 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 = 372))
#> JC4_349_HSC_FE_S13_ JC4_350_HSC_FE_S13_
#> "011" "011"
#> JC4_351_HSC_FE_S13_ JC4_352_HSC_FE_S13_
#> "011" "011"
#> JC4_353_HSC_FE_S13_ JC4_354_HSC_FE_S13_
#> "011" "011"
#> JC4_355_HSC_FE_S13_ JC4_356_HSC_FE_S13_
#> "011" "011"
#> JC4_357_HSC_FE_S13_ JC4_358_HSC_FE_S13_
#> "011" "011"
#> JC4_359_HSC_FE_S13_ JC4_360_HSC_FE_S13_
#> "011" "033"
#> JC4_361_HSC_FE_S13_ JC4_362_HSC_FE_S13_
#> "011" "011"
#> JC4_363_HSC_FE_S13_ JC4_364_HSC_FE_S13_
#> "033" "011"
#> JC4_365_HSC_FE_S13_ JC4_366_HSC_FE_S13_
#> "011" "014"
#> JC4_368_HSC_FE_S13_ JC4_369_HSC_FE_S13_
#> "011" "011"
#> JC4_371_HSC_FE_S13_ JC4_372_HSC_FE_S13_
#> "011" "011"
#> JC4_373_HSC_FE_S13_ JC4_374_HSC_FE_S13_
#> "014" "011"
#> JC4_375_HSC_FE_S13_ JC4_376_HSC_FE_S13_
#> "011" "011"
#> JC4_377_HSC_FE_S13_ JC4_378_HSC_FE_S13_
#> "011" "011"
#> JC4_379_HSC_FE_S13_ JC4_380_HSC_FE_S13_
#> "011" "011"
#> JC4_382_HSC_FE_S13_ JC4_383_HSC_FE_S13_
#> "011" "011"
#> JC4_384_HSC_FE_S13_ JC4_385_HSC_FE_S13_
#> "033" "011"
#> JC4_386_HSC_FE_S13_ JC4_387_HSC_FE_S13_
#> "011" "011"
#> JC4_388_HSC_FE_S13_ JC4_389_HSC_FE_S13_
#> "011" "011"
#> JC4_390_HSC_FE_S13_ JC4_391_HSC_FE_S13_
#> "011" "011"
#> JC4_392_HSC_FE_S13_ JC4_393_HSC_FE_S13_
#> "011" "011"
#> JC4_394_HSC_FE_S13_ JC4_395_HSC_FE_S13_
#> "011" "011"
#> JC4_397_HSC_FE_S13_ JC4_398_HSC_FE_S13_
#> "014" "011"
#> JC4_399_HSC_FE_S13_ JC4_400_HSC_FE_S13_
#> "014" "031"
#> JC4_401_HSC_FE_S13_ JC4_402_HSC_FE_S13_
#> "011" "011"
#> JC4_403_HSC_FE_S13_ JC4_404_HSC_FE_S13_
#> "011" "011"
#> JC4_405_HSC_FE_S13_ JC4_406_HSC_FE_S13_
#> "011" "011"
#> JC4_407_HSC_FE_S13_ JC4_408_HSC_FE_S13_
#> "011" "011"
#> JC4_409_HSC_FE_S13_ JC4_410_HSC_FE_S13_
#> "011" "011"
#> JC4_411_HSC_FE_S13_ JC4_412_HSC_FE_S13_
#> "011" "011"
#> JC4_413_HSC_FE_S13_ JC4_414_HSC_FE_S13_
#> "011" "011"
#> JC4_415_HSC_FE_S13_ JC4_416_HSC_FE_S13_
#> "011" "011"
#> JC4_417_HSC_FE_S13_ JC4_418_HSC_FE_S13_
#> "011" "011"
#> JC4_419_HSC_FE_S13_ JC4_420_HSC_FE_S13_
#> "011" "011"
#> JC4_421_HSC_FE_S13_ JC4_422_HSC_FE_S13_
#> "011" "011"
#> JC4_423_HSC_FE_S13_ JC4_424_HSC_FE_S13_
#> "011" "011"
#> JC4_425_HSC_FE_S13_ JC4_426_HSC_FE_S13_
#> "011" "011"
#> JC4_427_HSC_FE_S13_ JC4_428_HSC_FE_S13_
#> "011" "011"
#> JC4_429_HSC_FE_S13_ JC4_430_HSC_FE_S13_
#> "011" "011"
#> JC4_431_HSC_FE_S13_ JC4_432_HSC_FE_S13_
#> "011" "011"
#> JC4_433_HSC_FE_S13_ JC4_434_HSC_FE_S13_
#> "011" "011"
#> JC4_435_HSC_FE_S13_ JC4_436_HSC_FE_S13_
#> "011" "011"
#> JC20_1.1_FE_S25_ JC20_2.1_FE_S25_
#> "011" "011"
#> JC20_3.1_FE_S25_ JC20_4.1_FE_S25_
#> "011" "011"
#> JC20_5.1_FE_S25_ JC20_6.1_FE_S25_
#> "011" "011"
#> JC20_7.1_FE_S25_ JC20_8.1_FE_S25_
#> "011" "011"
#> JC20_9.1_FE_S25_ JC20_10.1_FE_S25_
#> "011" "011"
#> JC20_11.1_FE_S25_ JC20_12.1_FE_S25_
#> "011" "011"
#> JC20_1.2_FE_S25_ JC20_2.2_FE_S25_
#> "011" "011"
#> JC20_3.2_FE_S25_ JC20_4.2_FE_S25_
#> "011" "011"
#> JC20_5.2_FE_S25_ JC20_6.2_FE_S25_
#> "032" "011"
#> JC20_7.2_FE_S25_ JC20_8.2_FE_S25_
#> "011" "011"
#> JC20_9.2_FE_S25_ JC20_10.2_FE_S25_
#> "011" "011"
#> JC20_11.2_FE_S25_ JC20_12.2_FE_S25_
#> "011" "011"
#> JC20_13.1_FE_S25_ JC20_14.1_FE_S25_
#> "011" "011"
#> JC20_15.1_FE_S25_ JC20_16.1_FE_S25_
#> "011" "011"
#> JC20_17.1_FE_S25_ JC20_18.1_FE_S25_
#> "011" "014"
#> JC20_19.1_FE_S25_ JC20_20.1_FE_S25_
#> "011" "011"
#> JC20_21.1_FE_S25_ JC20_22.1_FE_S25_
#> "011" "011"
#> JC20_23.1_FE_S25_ JC20_24.1_FE_S25_
#> "012" "011"
#> JC20_13.2_FE_S25_ JC20_14.2_FE_S25_
#> "011" "011"
#> JC20_15.2_FE_S25_ JC20_16.2_FE_S25_
#> "011" "011"
#> JC20_17.2_FE_S25_ JC20_18.2_FE_S25_
#> "011" "011"
#> JC20_19.2_FE_S25_ JC20_20.2_FE_S25_
#> "011" "012"
#> JC20_21.2_FE_S25_ JC20_22.2_big_FE_S25_
#> "011" "011"
#> JC20_23.2_FE_S25_ JC20_24.2_FE_S25_
#> "011" "011"
#> JC20_25.1_FE_S25_ JC20_26.1_FE_S25_
#> "011" "012"
#> JC20_27.1_FE_S25_ JC20_29.1_FE_S25_
#> "011" "02112"
#> JC20_33.1_FE_S25_ JC20_34.1_FE_S25_
#> "011" "011"
#> JC20_36.1_FE_S25_ JC20_25.2_FE_S25_
#> "011" "011"
#> JC20_26.2_FE_S25_ JC20_27.2_FE_S25_
#> "011" "011"
#> JC20_28.2_FE_S25_ JC20_29.2_FE_S25_
#> "011" "011"
#> JC20_30.2_FE_S25_ JC20_31.2_FE_S25_
#> "011" "011"
#> JC20_33.2_FE_S25_ JC20_34.2_FE_S25_
#> "011" "011"
#> JC20_35.2_FE_S25_ JC20_36.2_FE_S25_
#> "011" "011"
#> JC20_37.1_FE_S25_ JC20_39.1_FE_S25_
#> "011" "011"
#> JC20_41.1_FE_S25_ JC20_42.1.1_FE_S25_
#> "011" "011"
#> JC20_43.1.1_FE_S25_ JC20_44.1.1_FE_S25_
#> "011" "011"
#> JC20_45.1.2_FE_S25_ JC20_46.1.2_FE_S25_
#> "011" "011"
#> JC20_48.1.2_FE_S25_ JC20_37.2_FE_S25_
#> "0131" "011"
#> JC20_38.2_FE_S25_ JC20_39.2_FE_S25_
#> "011" "011"
#> JC20_40.2_FE_S25_ JC20_41.2_FE_S25_
#> "011" "011"
#> JC20_42.2.1_FE_S25_ JC20_43.2.1_FE_S25_
#> "0131" "014"
#> JC20_44.2.1_FE_S25_ JC20_45.2.2_FE_S25_
#> "011" "011"
#> JC20_46.2.2_FE_S25_ JC20_47.2.2_FE_S25_
#> "014" "034"
#> JC20_48.2.2_FE_S25_ JC21_49.1_FE_S25_
#> "011" "011"
#> JC21_50.1_FE_S25_ JC21_51.1_FE_S25_
#> "012" "0221"
#> JC21_52.1_FE_S25_ JC21_53.1_FE_S25_
#> "011" "012"
#> JC21_54.1_FE_S25_ JC21_55.1_FE_S25_
#> "011" "012"
#> JC21_56.1_FE_S25_ JC21_57.1_FE_S25_
#> "014" "011"
#> JC21_58.1_FE_S25_ JC21_59.1_FE_S25_
#> "011" "011"
#> JC21_60.1_FE_S25_ JC21_49.2_FE_S25_
#> "011" "012"
#> JC21_50.2_FE_S25_ JC21_51.2_FE_S25_
#> "011" "0221"
#> JC21_52.2_FE_S25_ JC21_53.2_FE_S25_
#> "011" "012"
#> JC21_54.2_FE_S25_ JC21_55.2_FE_S25_
#> "011" "012"
#> JC21_56.2_FE_S25_ JC21_57.2_FE_S25_
#> "02112" "012"
#> JC21_58.2_FE_S25_ JC21_59.2_FE_S25_
#> "011" "012"
#> JC21_60.2_FE_S25_ JC21_61.1_FE_S25_
#> "02221" "012"
#> JC21_62.1_FE_S25_ JC21_63.1_FE_S25_
#> "012" "014"
#> JC21_64.1_FE_S25_ JC21_65.1_FE_S25_
#> "014" "011"
#> JC21_66.1_FE_S25_ JC21_67.1_FE_S25_
#> "011" "011"
#> JC21_68.1_FE_S25_ JC21_69.1_FE_S25_
#> "011" "034"
#> JC21_70.1_FE_S25_ JC21_71.1_FE_S25_
#> "011" "014"
#> JC21_72.1_FE_S25_ JC21_61.2_FE_S25_
#> "011" "012"
#> JC21_62.2_FE_S25_ JC21_63.2_FE_S25_
#> "012" "011"
#> JC21_64.2_FE_S25_ JC21_65.2_FE_S25_
#> "012" "012"
#> JC21_66.2_FE_S25_ JC21_67.2_FE_S25_
#> "023" "032"
#> JC21_68.2_FE_S25_ JC21_69.2_FE_S25_
#> "032" "011"
#> JC21_70.2_FE_S25_ JC21_71.2_FE_S25_
#> "011" "011"
#> JC21_72.2_FE_S25_ JC21_73.1_FE_S25_
#> "011" "011"
#> JC21_74.1_FE_S25_ JC21_75.1_FE_S25_
#> "014" "011"
#> JC21_76.1_FE_S25_ JC21_77.1_FE_S25_
#> "0223" "011"
#> JC21_78.1_FE_S25_ JC21_79.1_FE_S25_
#> "014" "011"
#> JC21_80.1_FE_S25_ JC21_81.1_FE_S25_
#> "011" "0132"
#> JC21_82.1_FE_S25_ JC21_83.1_FE_S25_
#> "011" "032"
#> JC21_84.1_FE_S25_ JC21_73.2_FE_S25_
#> "02112" "014"
#> JC21_74.2_FE_S25_ JC21_75.2_FE_S25_
#> "012" "011"
#> JC21_76.2_FE_S25_ JC21_77.2_FE_S25_
#> "02221" "011"
#> JC21_78.2_FE_S25_ JC21_79.2_FE_S25_
#> "011" "011"
#> JC21_80.2_FE_S25_ JC21_81.2_FE_S25_
#> "032" "011"
#> JC21_82.2_FE_S25_ JC21_83.2_FE_S25_
#> "011" "011"
#> JC21_84.2_FE_S25_ JC21_85.1_FE_S25_
#> "011" "011"
#> JC21_86.1_FE_S25_ JC21_87.1_FE_S25_
#> "011" "011"
#> JC21_88.1_FE_S25_ JC21_89.1_FE_S25_
#> "011" "011"
#> JC21_90.1_FE_S25_ JC21_91.1_FE_S25_
#> "011" "011"
#> JC21_92.1_FE_S25_ JC21_93.1_FE_S25_
#> "011" "011"
#> JC21_94.1_FE_S25_ JC21_95.1_FE_S25_
#> "011" "011"
#> JC21_96.1_FE_S25_ JC21_85.2_FE_S25_
#> "011" "012"
#> JC21_86.2_FE_S25_ JC21_87.2_FE_S25_
#> "011" "011"
#> JC21_88.2_FE_S25_ JC21_89.2_FE_S25_
#> "011" "011"
#> JC21_90.2_FE_S25_ JC21_91.2_FE_S25_
#> "011" "011"
#> JC21_92.2_FE_S25_ JC21_93.2_FE_S25_
#> "011" "011"
#> JC21_94.2_FE_S25_ JC21_95.2_FE_S25_
#> "011" "011"
#> JC21_96.2_FE_S25_ JC26_98.1_S32_
#> "011" "011"
#> JC26_99.1_S32_ JC26_100.1_W_S32_
#> "032" "02121"
#> JC26_101.1_S32_ JC26_102.1_S32_
#> "032" "011"
#> JC26_103.1_S32_ JC26_104.1_S32_
#> "0132" "0132"
#> JC26_106.1.3_S32_ JC26_108.1.3_S32_
#> "012" "011"
#> JC26_146_S32_ JC26_98.2_S32_
#> "032" "011"
#> JC26_99.2_S32_ JC26_100.2_W_S32_
#> "02111" "0223"
#> JC26_101.2_S32_ JC26_102.2_S32_
#> "011" "0131"
#> JC26_103.2_S32_ JC26_104.2_S32_
#> "014" "02221"
#> JC26_105.2.3_S32_ JC26_106.2.3_S32_
#> "012" "011"
#> JC26_107.2.3_S32_ JC26_108.2.3_S32_
#> "011" "012"
#> JC26_109.1.3_S32_ JC26_110.1.4_S32_
#> "014" "011"
#> JC26_111.1.4_S32_ JC26_112.1.4_S32_
#> "011" "0132"
#> JC26_113.1.4_S32_ JC26_114.1_S32_
#> "012" "032"
#> JC26_115.1.5_S32_ JC26_116.1.5_S32_
#> "014" "032"
#> JC26_117.1.5_S32_ JC26_118.1_S32_
#> "011" "034"
#> JC26_119.1_W.6_S32_ JC26_120.1.6_S32_
#> "0132" "014"
#> JC26_109.2.3_S32_ JC26_110.2.4_S32_
#> "032" "011"
#> JC26_111.2.4_S32_ JC26_112.2.4_S32_
#> "0223" "0132"
#> JC26_113.2.4_S32_ JC26_114.2_S32_
#> "014" "011"
#> JC26_115.2.5_S32_ JC26_116.2.5_S32_
#> "014" "0221"
#> JC26_117.2.5_S32_ JC26_118.2_S32_
#> "011" "011"
#> JC26_119.2_W.6_S32_ JC26_120.2.6_S32_
#> "034" "011"
#> JC26_121.1.6_S32_ JC26_122.1.6_S32_
#> "0221" "011"
#> JC26_123.1.6_S32_ JC26_125.1.6_S32_
#> "011" "023"
#> JC26_127.1_S32_ JC26_128.1.7_S32_
#> "032" "02222"
#> JC26_129.1_W.7_S32_ JC26_130.1.7_S32_
#> "011" "02222"
#> JC26_131.1.7_S32_ JC26_132.1.7_S32_
#> "02111" "023"
#> JC26_121.2.6_S32_ JC26_122.2.6_S32_
#> "032" "032"
#> JC26_123.2.6_S32_ JC26_124.2.6_S32_
#> "032" "014"
#> JC26_125.2.6_S32_ JC26_126.2_S32_
#> "014" "011"
#> JC26_127.2_S32_ JC26_128.2.7_S32_
#> "0131" "0223"
#> JC26_129.2_W.7_S32_ JC26_130.2.7_S32_
#> "011" "011"
#> JC26_131.2.7_S32_ JC26_132.2.7_S32_
#> "011" "011"
#> JC26_135.1.7_S32_ JC26_136.1.7_S32_
#> "014" "014"
#> JC26_137.1.8_S32_ JC26_147.8_S32_
#> "011" "011"
#> JC26_139.1.8_S32_ JC26_140.1.8_S32_
#> "011" "014"
#> JC26_141.1_S32_ JC26_142.1_S32_
#> "011" "011"
#> JC26_143.1_W_S32_ JC26_144.1_S32_
#> "0221" "011"
#> JC26_134.2.7_S32_ JC26_135.2.7_S32_
#> "011" "0131"
#> JC26_136.2.7_S32_ JC26_137.2.8_S32_
#> "0132" "012"
#> JC26_140.2.8_S32_ JC26_141.2_S32_
#> "011" "011"
#> JC26_143.2_W_S32_ JC26_144.2_S32_
#> "011" "011"
#> JC27_149.1_W.9_MA_S33_ JC27_151.1.9_MA_S33_
#> "011" "011"
#> JC27_152.1.9_MA_S33_ JC27_153.1.9_MA_S33_
#> "011" "011"
#> JC27_154.1.9_MA_S33_ JC27_155.1.9_MA_S33_
#> "011" "011"
#> JC27_156.1.9_MA_S33_ JC27_157.1_MA_S33_
#> "011" "02122"
#> JC27_158.1_MA_S33_ JC27_159.1_MA_S33_
#> "011" "011"
#> JC27_160.1_MA_S33_ JC27_149.2_W.9_MA_S33_
#> "011" "0213"
#> JC27_150.2.9_MA_S33_ JC27_151.2_big.9_MA_S33_
#> "011" "014"
#> JC27_152.2.9_MA_S33_ JC27_153.2.9_MA_S33_
#> "014" "032"
#> JC27_154.2.9_MA_S33_ JC27_155.2.9_MA_S33_
#> "011" "011"
#> JC27_156.2.9_MA_S33_ JC27_157.2_MA_S33_
#> "0132" "011"
#> JC27_158.2_MA_S33_ JC27_159.2_MA_S33_
#> "011" "02221"
#> JC27_160.2_MA_S33_ JC27_162.1_MA_S33_
#> "02221" "014"
#> JC27_163.1_MA_S33_ JC27_164.1_MA_S33_
#> "012" "02112"
#> JC27_165.1_MA_S33_ JC27_166.1_MA_S33_
#> "012" "012"
#> JC27_167.1_MA_S33_ JC27_168.1_MA_S33_
#> "011" "0223"
#> JC27_169.1_MA_S33_ JC27_170.1_MA_S33_
#> "012" "0221"
#> JC27_171.1_MA_S33_ JC27_172.1_MA_S33_
#> "014" "02221"
#> JC27_161.2_MA_S33_ JC27_162.2_MA_S33_
#> "0223" "011"
#> JC27_163.2_MA_S33_ JC27_164.2_MA_S33_
#> "0221" "034"
#> JC27_165.2_MA_S33_ JC27_166.2_MA_S33_
#> "014" "0131"
#> JC27_167.2_MA_S33_ JC27_168.2_MA_S33_
#> "0132" "02121"
#> JC27_169.2_MA_S33_ JC27_170.2_MA_S33_
#> "02221" "012"
#> JC27_172.2_MA_S33_ JC27_173.1_MA_S33_
#> "0223" "0131"
#> JC27_174.1_MA_S33_ JC27_175.1_MA_S33_
#> "0132" "0221"
#> JC27_177.1_big_MA_S33_ JC27_178.1_MA_S33_
#> "011" "0221"
#> JC27_180.1_W_MA_S33_ JC27_181.1_MA_S33_
#> "011" "012"
#> JC27_182.1_W_MA_S33_ JC27_183.1_MA_S33_
#> "014" "0223"
#> JC27_184.1_MA_S33_ JC27_173.2_big_MA_S33_
#> "02122" "011"
#> JC27_174.2_MA_S33_ JC27_175.2_MA_S33_
#> "023" "0132"
#> JC27_176.2_W_MA_S33_ JC27_177.2_MA_S33_
#> "012" "011"
#> JC27_178.2_MA_S33_ JC27_179.2_MA_S33_
#> "011" "011"
#> JC27_180.2_W_MA_S33_ JC27_181.2_big_MA_S33_
#> "014" "011"
#> JC27_182.2_W_MA_S33_ JC27_183.2_MA_S33_
#> "011" "011"
#> JC27_184.2_MA_S33_ JC27_185.1_MA_S33_
#> "012" "0221"
#> JC27_186.1_MA_S33_ JC27_187.1_MA_S33_
#> "011" "014"
#> JC27_188.1_MA_S33_ JC27_189.1_MA_S33_
#> "011" "014"
#> JC27_190.1_MA_S33_ JC27_191.1_MA_S33_
#> "011" "014"
#> JC27_192.1_W_MA_S33_ JC27_193.1_._big_MA_S33_
#> "0213" "014"
#> JC27_193.3_MA_S33_ JC27_195.1_MA_S33_
#> "011" "02121"
#> JC27_196.1_MA_S33_ JC27_185.2_MA_S33_
#> "02111" "011"
#> JC27_186.2_MA_S33_ JC27_187.2_MA_S33_
#> "011" "02122"
#> JC27_188.2_MA_S33_ JC27_189.2_MA_S33_
#> "02112" "011"
#> JC27_190.2_MA_S33_ JC27_191.2_MA_S33_
#> "0132" "014"
#> JC27_192.2_W_MA_S33_ JC27_193.2_MA_S33_
#> "011" "011"
#> JC27_193.4_MA_S33_ JC27_195.2_MA_S33_
#> "0132" "011"
#> JC27_196.2_MA_S33_ JC28_197.1_FE_S33_
#> "011" "014"
#> JC28_198.1_FE_S33_ JC28_200.1.23_FE_S33_
#> "011" "011"
#> JC28_201.1.23_FE_S33_ JC28_202.1_FE_S33_
#> "011" "011"
#> JC28_203.1_FE_S33_ JC28_205.1_FE_S33_
#> "011" "011"
#> JC28_206.1_FE_S33_ JC28_207.1_FE_S33_
#> "011" "011"
#> JC28_208.1_FE_S33_ JC28_197.2_FE_S33_
#> "011" "011"
#> JC28_198.2_big_FE_S33_ JC28_199.2.23_FE_S33_
#> "011" "011"
#> JC28_201.2.23_FE_S33_ JC28_202.2_FE_S33_
#> "011" "014"
#> JC28_203.2_FE_S33_ JC28_204.2_FE_S33_
#> "0132" "011"
#> JC28_205.2_FE_S33_ JC28_206.2_FE_S33_
#> "011" "014"
#> JC28_207.2_FE_S33_ JC28_208.2_FE_S33_
#> "011" "011"
#> JC28_210.1_FE_S33_ JC28_211.1_FE_S33_
#> "011" "014"
#> JC28_212.1_FE_S33_ JC28_213.1.26_FE_S33_
#> "023" "011"
#> JC28_214.1.26_FE_S33_ JC28_215.1.26_FE_S33_
#> "0132" "014"
#> JC28_216.1.26_FE_S33_ JC28_217.1.26_FE_S33_
#> "011" "034"
#> JC28_218.1_FE_S33_ JC28_220.1_FE_S33_
#> "014" "011"
#> JC28_209.2_FE_S33_ JC28_210.2_FE_S33_
#> "011" "034"
#> JC28_211.2_FE_S33_ JC28_212.2_FE_S33_
#> "023" "023"
#> JC28_214.2.26_FE_S33_ JC28_216.2.26_FE_S33_
#> "023" "011"
#> JC28_217.2.26_FE_S33_ JC28_218.2_FE_S33_
#> "014" "014"
#> JC28_219.2_FE_S33_ JC28_220.2_FE_S33_
#> "0223" "02121"
#> JC28_222.1_FE_S33_ JC28_223.1_FE_S33_
#> "011" "032"
#> JC28_228.1.29_FE_S33_ JC28_229.1.29_FE_S33_
#> "011" "023"
#> JC28_230.1.29_FE_S33_ JC28_231.1_FE_S33_
#> "023" "011"
#> JC28_232.1_FE_S33_ JC28_221.2_FE_S33_
#> "011" "011"
#> JC28_222.2_FE_S33_ JC28_223.2_FE_S33_
#> "011" "011"
#> JC28_224.2_FE_S33_ JC28_225.2.29_FE_S33_
#> "014" "011"
#> JC28_226.2.29_FE_S33_ JC28_227.2.29_FE_S33_
#> "011" "011"
#> JC28_229.2.29_FE_S33_ JC28_230.2.29_FE_S33_
#> "011" "011"
#> JC28_232.2_FE_S33_ JC28_233.3_T_FE_S33_
#> "014" "032"
#> JC28_235.1_FE_S33_ JC28_236.1_FE_S33_
#> "011" "011"
#> JC28_237.1_FE_S33_ JC28_238.1_FE_S33_
#> "011" "011"
#> JC28_239.1_FE_S33_ JC28_240.1_FE_S33_
#> "011" "011"
#> JC28_241.1_FE_S33_ JC28_242.1_FE_S33_
#> "011" "011"
#> JC28_243.1_FE_S33_ JC28_244.1_FE_S33_
#> "011" "011"
#> JC28_233.2_T_FE_S33_ JC28_234.2_FE_S33_
#> "011" "011"
#> JC28_235.2_FE_S33_ JC28_236.2_FE_S33_
#> "011" "011"
#> JC28_237.2_FE_S33_ JC28_238.2_FE_S33_
#> "011" "011"
#> JC28_239.2_FE_S33_ JC28_240.2_FE_S33_
#> "011" "011"
#> JC28_241.2_FE_S33_ JC28_242.2_FE_S33_
#> "011" "011"
#> JC28_243.2_FE_S33_ JC30_245.1_MA
#> "011" "014"
#> JC30_246.1_MA JC30_247.1_MA
#> "011" "011"
#> JC30_248.1.32_MA JC30_249.1.32_MA
#> "014" "012"
#> JC30_250.1.32_MA JC30_251.1_MA
#> "011" "011"
#> JC30_252.1_T_MA JC30_252.3_T_MA
#> "034" "014"
#> JC30_254.1_MA JC30_255.1_MA
#> "014" "012"
#> JC30_256.1_MA JC30_245.2_MA
#> "011" "012"
#> JC30_246.2_MA JC30_247.2_MA
#> "02221" "012"
#> JC30_248.2.32_MA JC30_249.2.32_MA
#> "011" "011"
#> JC30_250.2.32_MA JC30_251.2_MA
#> "011" "011"
#> JC30_252.2_T_MA JC30_254.3_MA
#> "011" "011"
#> JC30_254.2_._MA JC30_255.2_MA
#> "011" "0131"
#> JC30_256.2_MA JC30_257.1_MA
#> "011" "011"
#> JC30_258.1.33_MA JC30_259.1_W.33_MA
#> "011" "011"
#> JC30_260.1_W.33_MA JC30_261.1.34_MA
#> "011" "011"
#> JC30_261.3.34_MA JC30_263.1.34_MA
#> "011" "011"
#> JC30_264.1_W.34_MA JC30_265.1_MA
#> "011" "012"
#> JC30_265.3_._big_MA JC30_265.4_MA
#> "014" "011"
#> JC30_268.1_MA JC30_257.2_MA
#> "034" "011"
#> JC30_258.2.33_MA JC30_259.2_W.33_MA
#> "011" "011"
#> JC30_260.2_W.33_MA JC30_261.2_..34_MA
#> "011" "011"
#> JC30_261.4.34_MA JC30_263.2.34_MA
#> "011" "011"
#> JC30_264.2_W.34_MA JC30_265.2_MA
#> "011" "011"
#> JC30_265.5_MA JC30_265.6_MA
#> "011" "014"
#> JC30_268.2_MA JC30_269.1_W_MA
#> "034" "011"
#> JC30_270.1_W_MA JC30_271.1_W_MA
#> "011" "011"
#> JC30_272.1_W_MA JC30_273.1_MA
#> "012" "011"
#> JC30_273.3_MA JC30_275.1_T_MA
#> "014" "011"
#> JC30_276.1_MA JC30_277.1_T_MA
#> "011" "011"
#> JC30_277.3_T_MA JC30_279.1_MA
#> "011" "011"
#> JC30_280.1_MA JC30_269.2_W_MA
#> "011" "011"
#> JC30_270.2_W_MA JC30_271.2_W_MA
#> "011" "011"
#> JC30_272.2_W_MA JC30_273.2_._MA
#> "011" "011"
#> JC30_275.3_T_MA JC30_275.2_T_MA
#> "011" "011"
#> JC30_276.2_MA JC30_277.2_T_MA
#> "011" "011"
#> JC30_279.3_._MA JC30_279.2_MA
#> "011" "011"
#> JC30_280.2_MA JC30_281.1_MA
#> "011" "011"
#> JC30_282.1_MA JC30_283.1_MA
#> "011" "011"
#> JC30_284.1_MA JC30_285.1_MA
#> "011" "011"
#> JC30_286.1_MA JC30_287.1_MA
#> "011" "011"
#> JC30_288.1_._MA JC30_288.3_MA
#> "014" "011"
#> JC30_290.1_MA JC30_291.1_MA
#> "011" "011"
#> JC30_292.1_MA JC30_281.2_MA
#> "011" "011"
#> JC30_282.2_MA JC30_283.2_MA
#> "011" "032"
#> JC30_284.2_MA JC30_285.2_MA
#> "011" "011"
#> JC30_286.2_MA JC30_287.2_MA
#> "011" "011"
#> JC30_288.2_MA JC30_289.2_MA
#> "011" "011"
#> JC30_289.1_MA JC30_291.2_MA
#> "014" "011"
#> JC30_292.2_MA JC32_293.1_W_
#> "011" "011"
#> JC32_294.1.37_ JC32_295.1_T.37_
#> "0132" "011"
#> JC32_296.1_T.37_ JC32_296.3_T.37_
#> "011" "0132"
#> JC32_298.1.37_ JC32_300.2_..38_
#> "02221" "034"
#> JC32_300.3_..38_ JC32_302.1.38_
#> "011" "011"
#> JC32_303.1.38_ JC32_293.2_W_
#> "034" "011"
#> JC32_294.2.37_ JC32_295.2_T_W.37_
#> "011" "011"
#> JC32_296.2_T.37_ JC32_295.3_T_W.37_
#> "011" "011"
#> JC32_298.2_big.37_ JC32_299.2_
#> "011" "011"
#> JC32_300.1_..38_ JC32_300.4_..38_
#> "011" "011"
#> JC32_302.2.38_ JC32_303.2.38_
#> "011" "011"
#> JC32_304.2.39_ JC32_305.1.39_
#> "011" "011"
#> JC32_306.1.39_ JC32_307.1.39_
#> "011" "011"
#> JC32_308.1.40_ JC32_309.1_..40_
#> "011" "011"
#> JC32_309.3.40_ JC32_311.1.40_
#> "011" "011"
#> JC32_312.1.40_ JC32_314.1.41_
#> "011" "011"
#> JC32_315.1_T.41_ JC32_315.3_T.41_
#> "02122" "012"
#> JC32_305.2.39_ JC32_306.2.39_
#> "011" "011"
#> JC32_307.2.39_ JC32_308.2.40_
#> "0131" "011"
#> JC32_309.2.40_ JC32_309.4.40_
#> "0132" "011"
#> JC32_311.2.40_ JC32_312.2.40_
#> "011" "011"
#> JC32_313.2.40_ JC32_314.2.41_
#> "011" "011"
#> JC32_315.2_T.41_ JC32_317.3.41_
#> "0131" "011"
#> JC32_317.1.41_ JC32_318.1.41_
#> "011" "011"
#> JC32_319.1.41_ JC32_320.1.41_
#> "0132" "014"
#> JC32_321.1.41_ JC32_322.1.41_
#> "011" "0213"
#> JC32_323.1.42_ JC32_324.1.42_
#> "0213" "011"
#> JC32_325.1_W.42_ JC32_326.1_..42_
#> "011" "011"
#> JC32_326.3.42_ JC32_328.1.43_
#> "011" "0132"
#> JC32_317.2_..41_ JC32_318.2.41_
#> "011" "011"
#> JC32_319.2.41_ JC32_320.2.41_
#> "011" "011"
#> JC32_321.2.41_ JC32_322.2.41_
#> "011" "011"
#> JC32_323.2.42_ JC32_324.2.42_
#> "011" "032"
#> JC32_325.2_W.42_ JC32_326.2.42_
#> "011" "011"
#> JC32_327.2.42_ JC32_328.2.43_
#> "011" "011"
#> JC32_329.1.43_ JC32_330.1.43_
#> "032" "034"
#> JC32_331.1.43_ JC32_331.3.43_
#> "011" "011"
#> JC32_333.1.43_ JC32_334.1.44_
#> "011" "011"
#> JC32_335.1.44_ JC32_336.1.44_
#> "011" "011"
#> JC32_337.1.44_ JC32_338.1.44_
#> "011" "0131"
#> JC32_338.3_._big.44_ JC32_340.1_T_
#> "032" "011"
#> JC32_329.2.43_ JC32_330.2.43_
#> "0132" "02221"
#> JC32_331.2.43_ JC32_331.4_._big.43_
#> "011" "011"
#> JC32_333.2.43_ JC32_334.2.44_
#> "0131" "011"
#> JC32_335.2.44_ JC32_336.2.44_
#> "023" "011"
#> JC32_337.2.44_ JC32_338.2.44_
#> "011" "0132"
#> JC32_340.3_T_ JC32_340.2_T_
#> "0221" "0132"
#> JC35_437.1.45_MA_S45_ JC35_437.3_._big.45_MA_S45_
#> "011" "0131"
#> JC35_437.5.45_MA_S45_ JC35_437.7.45_MA_S45_
#> "011" "011"
#> JC35_441.1.46_MA_S45_ JC35_442.1.46_MA_S45_
#> "011" "011"
#> JC35_443.1.47_MA_S45_ JC35_444.1_T.47_MA_S45_
#> "011" "011"
#> JC35_444.3_T.47_MA_S45_ JC35_446.1.48_MA_S45_
#> "011" "011"
#> JC35_447.1.48_MA_S45_ JC35_448.1.48_MA_S45_
#> "011" "011"
#> JC35_437.2.45_MA_S45_ JC35_437.4.45_MA_S45_
#> "011" "011"
#> JC35_437.6.45_MA_S45_ JC35_437.8.45_MA_S45_
#> "011" "011"
#> JC35_441.2.46_MA_S45_ JC35_442.2.46_MA_S45_
#> "011" "011"
#> JC35_443.2.47_MA_S45_ JC35_444.2_T.47_MA_S45_
#> "011" "011"
#> JC35_451.3_._big.48_MA_S45_ JC35_446.2.48_MA_S45_
#> "011" "011"
#> JC35_447.2.48_MA_S45_ JC35_448.2.48_MA_S45_
#> "011" "012"
#> JC35_449.1.48_MA_S45_ JC35_450.1.48_MA_S45_
#> "014" "011"
#> JC35_451.1.48_MA_S45_ JC35_452.1_adi_MA_S45_
#> "011" "011"
#> JC35_453.1_._MA_S45_ JC35_453.3_MA_S45_
#> "012" "011"
#> JC35_455.1_T_MA_S45_ JC35_456.1.49_MA_S45_
#> "011" "034"
#> JC35_457.1.49_MA_S45_ JC35_458.1.49_MA_S45_
#> "0131" "014"
#> JC35_459.1.50_MA_S45_ JC35_460.1.50_MA_S45_
#> "012" "012"
#> JC35_449.2.48_MA_S45_ JC35_450.2.48_MA_S45_
#> "011" "011"
#> JC35_451.2.48_MA_S45_ JC35_445.1_adi_MA_S45_
#> "014" "011"
#> JC35_453.2_MA_S45_ JC35_455.3_T_MA_S45_
#> "012" "011"
#> JC35_455.2_T_MA_S45_ JC35_456.2.49_MA_S45_
#> "02221" "034"
#> JC35_457.2.49_MA_S45_ JC35_458.2.49_MA_S45_
#> "032" "034"
#> JC35_459.2.50_MA_S45_ JC35_460.2.50_MA_S45_
#> "011" "012"
#> JC35_461.1_._MA_S45_ JC35_461.4_._MA_S45_
#> "011" "011"
#> JC35_463.1_MA_S45_ JC35_464.1.51_MA_S45_
#> "011" "0131"
#> JC35_465.1_T.51_MA_S45_ JC35_465.3_T.51_MA_S45_
#> "011" "011"
#> JC35_467.3_..52_MA_S45_ JC35_467.4_..52_MA_S45_
#> "011" "011"
#> JC35_469.1_T.52_MA_S45_ JC35_470.1_._MA_S45_
#> "02221" "011"
#> JC35_470.3_MA_S45_ JC35_472.1_MA_S45_
#> "011" "012"
#> JC35_461.2_._MA_S45_ JC35_461.3_._MA_S45_
#> "011" "032"
#> JC35_463.2_MA_S45_ JC35_464.2.51_MA_S45_
#> "011" "012"
#> JC35_465.2_T.51_MA_S45_ JC35_467.1_..52_MA_S45_
#> "011" "011"
#> JC35_467.2_..52_MA_S45_ JC35_469.3_T.52_MA_S45_
#> "011" "0131"
#> JC35_469.2_T.52_MA_S45_ JC35_470.2_MA_S45_
#> "011" "011"
#> JC35_475.3_T_MA_S45_ JC35_484.1_MA_S45_
#> "011" "011"
#> JC35_473.1_MA_S45_ JC35_474.1_MA_S45_
#> "012" "014"
#> JC35_475.1_T_MA_S45_ JC35_476.1_W.53_MA_S45_
#> "011" "012"
#> JC35_477.1.53_MA_S45_ JC35_478.1.53_MA_S45_
#> "011" "011"
#> JC35_479.1_MA_S45_ JC35_480.1_W.54_MA_S45_
#> "011" "0131"
#> JC35_481.1.54_MA_S45_ JC35_482.1.55_MA_S45_
#> "011" "0131"
#> JC35_483.1_W.55_MA_S45_ JC35_472.2_MA_S45_
#> "011" "011"
#> JC35_473.2_MA_S45_ JC35_474.2_MA_S45_
#> "011" "014"
#> JC35_475.2_T_MA_S45_ JC35_476.2_W.53_MA_S45_
#> "011" "011"
#> JC35_477.2.53_MA_S45_ JC35_478.2.53_MA_S45_
#> "011" "014"
#> JC35_479.2_MA_S45_ JC35_480.2_W.54_MA_S45_
#> "011" "011"
#> JC35_481.2.54_MA_S45_ JC35_482.2.55_MA_S45_
#> "011" "012"
#> JC35_483.2_W.55_MA_S45_ JC35_484.2_MA_S45_
#> "011" "011"
#> JC36_486.1_T.56_MA_S46_ JC36_486.3_T.56_MA_S46_
#> "02122" "0221"
#> JC36_488.1.56_MA_S46_ JC36_490.4_._W.57_MA_S46_
#> "033" "012"
#> JC36_492.3.57_MA_S46_ JC36_494.1.58_MA_S46_
#> "012" "02121"
#> JC36_495.1.58_MA_S46_ JC36_496.1.58_MA_S46_
#> "012" "011"
#> JC36_486.2_T.56_MA_S46_ JC36_488.3_..56_MA_S46_
#> "011" "0221"
#> JC36_488.2.56_MA_S46_ JC36_489.2.56_MA_S46_
#> "014" "012"
#> JC36_490.2_._W.57_MA_S46_ JC36_490.3_._W.57_MA_S46_
#> "012" "012"
#> JC36_492.2.57_MA_S46_ JC36_495.3_..58_MA_S46_
#> "011" "012"
#> JC36_494.2.58_MA_S46_ JC36_495.2.58_MA_S46_
#> "012" "012"
#> JC36_497.1_W.58_MA_S46_ JC36_499.1_W_MA_S46_
#> "02112" "032"
#> JC36_500.1_MA_S46_ JC36_501.1_._MA_S46_
#> "012" "0213"
#> JC36_501.3_MA_S46_ JC36_503.1_._adi_MA_S46_
#> "02122" "0131"
#> JC36_505.1.59_MA_S46_ JC36_506.1.59_MA_S46_
#> "032" "02222"
#> JC36_507.3.59_MA_S46_ JC36_497.2_W.58_MA_S46_
#> "012" "032"
#> JC36_499.2_W_MA_S46_ JC36_500.2_MA_S46_
#> "0221" "012"
#> JC36_501.2_MA_S46_ JC36_503.3_MA_S46_
#> "02122" "014"
#> JC36_503.2_MA_S46_ JC36_504.2.59_MA_S46_
#> "014" "032"
#> JC36_505.2.59_MA_S46_ JC36_506.2.59_MA_S46_
#> "012" "012"
#> JC36_507.2.59_MA_S46_ JC36_520.3_T_MA_S46_
#> "012" "0221"
#> JC36_511.1_W.61_MA_S46_ JC36_513.1_MA_S46_
#> "0223" "02122"
#> JC36_514.1.62_MA_S46_ JC36_515.1_._big.62_MA_S46_
#> "014" "02222"
#> JC36_515.3.62_MA_S46_ JC36_515.5.62_MA_S46_
#> "012" "012"
#> JC36_518.1_._MA_S46_ JC36_519.3_._MA_S46_
#> "014" "0213"
#> JC36_520.1_T_MA_S46_ JC36_511.2_W.61_MA_S46_
#> "012" "032"
#> JC36_512.2_W.61_MA_S46_ JC36_513.2_MA_S46_
#> "0131" "012"
#> JC36_514.2.62_MA_S46_ JC36_515.2.62_MA_S46_
#> "011" "011"
#> JC36_515.4.62_MA_S46_ JC36_515.6.62_MA_S46_
#> "012" "014"
#> JC36_518.2_._MA_S46_ JC36_519.4_._MA_S46_
#> "011" "034"
#> JC36_520.2_T_MA_S46_ JC36_521.1_MA_S46_
#> "02221" "0221"
#> JC36_523.1.63_MA_S46_ JC36_524.1_..63_MA_S46_
#> "011" "014"
#> JC36_524.3.63_MA_S46_ JC36_524.5.63_MA_S46_
#> "011" "014"
#> JC36_527.1_MA_S46_ JC36_528.1_MA_S46_
#> "012" "012"
#> JC36_529.1_._MA_S46_ JC36_530.1_._MA_S46_
#> "011" "0221"
#> JC36_531.1_MA_S46_ JC36_532.1_MA_S46_
#> "0132" "0223"
#> JC36_521.2_MA_S46_ JC36_522.2_MA_S46_
#> "011" "012"
#> JC36_523.2.63_MA_S46_ JC36_524.2.63_MA_S46_
#> "012" "012"
#> JC36_524.4.63_MA_S46_ JC36_531.3_._MA_S46_
#> "032" "014"
#> JC36_527.2_MA_S46_ JC36_528.2_MA_S46_
#> "0223" "012"
#> JC36_529.2_._MA_S46_ JC36_530.2_._MA_S46_
#> "02121" "02221"
#> JC36_531.2_MA_S46_ JC36_532.2_MA_S46_
#> "0213" "0223"
#> JC37_533.1_W.64_MA_S46_ JC37_533.3.64_MA_S46_
#> "023" "034"
#> JC37_534.1.64_MA_S46_ JC37_534.4.64_MA_S46_
#> "012" "032"
#> JC37_537.1_MA_S46_ JC37_538.1_MA_S46_
#> "0132" "02121"
#> JC37_539.1_..65_MA_S46_ JC37_539.3.65_MA_S46_
#> "014" "012"
#> JC37_541.1.65_MA_S46_ JC37_542.1.65_MA_S46_
#> "014" "02112"
#> JC37_543.1.65_MA_S46_ JC37_544.1_..65_MA_S46_
#> "02122" "02122"
#> JC37_533.2_._W.64_MA_S46_ JC37_534.3.64_MA_S46_
#> "0131" "012"
#> JC37_534.5.64_MA_S46_ JC37_537.2_MA_S46_
#> "0132" "0132"
#> JC37_538.2_MA_S46_ JC37_539.2.65_MA_S46_
#> "012" "014"
#> JC37_544.3.65_MA_S46_ JC37_541.2.65_MA_S46_
#> "032" "02121"
#> JC37_542.2.65_MA_S46_ JC37_544.2.65_MA_S46_
#> "0132" "032"
#> JC37_545.1_T.65_MA_S46_ JC37_545.3_T.65_MA_S46_
#> "02121" "032"
#> JC37_547.1_MA_S46_ JC37_548.1_MA_S46_
#> "02121" "02112"
#> JC37_549.1_MA_S46_ JC37_550.1_._MA_S46_
#> "011" "02112"
#> JC37_551.1_MA_S46_ JC37_553.3_MA_S46_
#> "032" "0213"
#> JC37_553.1_._big_adi_MA_S46_ JC37_554.1_MA_S46_
#> "02221" "0213"
#> JC37_555.1.66_MA_S46_ JC37_556.1.66_MA_S46_
#> "0223" "012"
#> JC37_545.2_T.65_MA_S46_ JC37_550.3_MA_S46_
#> "02122" "032"
#> JC37_547.2_MA_S46_ JC37_548.2_MA_S46_
#> "012" "0221"
#> JC37_549.2_MA_S46_ JC37_550.2_MA_S46_
#> "012" "02221"
#> JC37_551.2_MA_S46_ JC37_553.4_MA_S46_
#> "012" "02121"
#> JC37_553.2_MA_S46_ JC37_554.2_MA_S46_
#> "02112" "012"
#> JC37_555.2.66_MA_S46_ JC37_556.2.66_MA_S46_
#> "0223" "031"
#> JC37_557.1_ery.66_MA_S46_ JC37_558.1.66_MA_S46_
#> "014" "012"
#> JC37_559.1_ery.66_MA_S46_ JC37_560.1_MA_S46_
#> "011" "0221"
#> JC37_561.1_ery_MA_S46_ JC37_562.4_..67_MA_S46_
#> "032" "023"
#> JC37_564.1.67_MA_S46_ JC37_566.1.67_MA_S46_
#> "0223" "011"
#> JC37_567.1_ery.67_MA_S46_ JC37_568.1_MA_S46_
#> "032" "0223"
#> JC37_558.2_ery.66_MA_S46_ JC37_559.2_ery.66_MA_S46_
#> "011" "011"
#> JC37_560.2_MA_S46_ JC37_561.2_MA_S46_
#> "0221" "012"
#> JC37_562.2_._ery.67_MA_S46_ JC37_562.3_..67_MA_S46_
#> "011" "011"
#> JC37_564.2.67_MA_S46_ JC37_565.2.67_MA_S46_
#> "0213" "011"
#> JC37_566.2.67_MA_S46_ JC37_567.2.67_MA_S46_
#> "011" "014"
#> JC37_570.1.68_MA_S46_ JC37_571.1_..68_MA_S46_
#> "02122" "011"
#> JC37_571.4_..68_MA_S46_ JC37_573.1_MA_S46_
#> "0213" "011"
#> JC37_574.1_T_MA_S46_ JC37_574.3_T_MA_S46_
#> "011" "011"
#> JC37_576.1_T_W.69_MA_S46_ JC37_577.1.69_MA_S46_
#> "034" "011"
#> JC37_578.1_MA_S46_ JC37_579.1_._MA_S46_
#> "012" "02122"
#> JC37_579.3_MA_S46_ JC37_569.2_MA_S46_
#> "02121" "011"
#> JC37_570.2.68_MA_S46_ JC37_571.3_..68_MA_S46_
#> "0221" "0131"
#> JC37_573.2_MA_S46_ JC37_574.2_T_MA_S46_
#> "032" "0132"
#> JC37_576.3_T_W.69_MA_S46_ JC37_576.2_T.69_MA_S46_
#> "023" "02221"
#> JC37_577.2.69_MA_S46_ JC37_578.2_MA_S46_
#> "0213" "012"
#> JC37_579.2_MA_S46_ JC39_581.3.70_FE_S23_
#> "023" "023"
#> JC39_583.1.70_FE_S23_ JC39_585.1_T.70_FE_S23_
#> "0132" "014"
#> JC39_585.3_T.70_FE_S23_ JC39_587.1.70_FE_S23_
#> "034" "02112"
#> JC39_588.1.70_FE_S23_ JC39_589.3.71_FE_S23_
#> "034" "032"
#> JC39_591.3_..71_FE_S23_ JC39_591.4_..71_FE_S23_
#> "02122" "02112"
#> JC39_581.2.70_FE_S23_ JC39_581.4.70_FE_S23_
#> "023" "0131"
#> JC39_583.2.70_FE_S23_ JC39_584.2_div.70_FE_S23_
#> "031" "014"
#> JC39_585.2_T.70_FE_S23_ JC39_588.3.70_FE_S23_
#> "02112" "02112"
#> JC39_587.2.70_FE_S23_ JC39_588.2_..70_FE_S23_
#> "0131" "0213"
#> JC39_589.2.71_FE_S23_ JC39_591.1_..71_FE_S23_
#> "0132" "034"
#> JC39_591.2_..71_FE_S23_ JC39_594.3.71_FE_S23_
#> "023" "023"
#> JC39_593.1.71_FE_S23_ JC39_594.1_..71_FE_S23_
#> "0131" "0221"
#> JC39_595.1.72_FE_S23_ JC39_596.1.72_FE_S23_
#> "012" "023"
#> JC39_597.1_T_FE_S23_ JC39_597.3_T_FE_S23_
#> "011" "0132"
#> JC39_599.1_FE_S23_ JC39_600.1_._FE_S23_
#> "0221" "0223"
#> JC39_601.1_FE_S23_ JC39_602.1_FE_S23_
#> "012" "012"
#> JC39_603.1_T_FE_S23_ JC39_604.1_FE_S23_
#> "0223" "034"
#> JC39_593.2.71_FE_S23_ JC39_594.2.71_FE_S23_
#> "014" "02112"
#> JC39_595.2.72_FE_S23_ JC39_596.2.72_FE_S23_
#> "012" "012"
#> JC39_597.2_T_FE_S23_ JC39_603.3_T_FE_S23_
#> "0132" "0131"
#> JC39_599.2_FE_S23_ JC39_600.2_FE_S23_
#> "0132" "012"
#> JC39_601.2_FE_S23_ JC39_602.2_FE_S23_
#> "02122" "0223"
#> JC39_603.2_T_FE_S23_ JC39_604.2_FE_S23_
#> "0131" "02222"
#> JC39_605.1_FE_S23_ JC39_606.1_FE_S23_
#> "02121" "0213"
#> JC39_607.1_FE_S23_ JC39_608.1_._FE_S23_
#> "0213" "0221"
#> JC39_608.3_FE_S23_ JC39_610.1_FE_S23_
#> "0213" "02112"
#> JC39_611.1_FE_S23_ JC39_612.1.73_FE_S23_
#> "02112" "0213"
#> JC39_613.1_..73_FE_S23_ JC39_613.3.73_FE_S23_
#> "02122" "023"
#> JC39_615.1_FE_S23_ JC39_616.1_FE_S23_
#> "012" "0132"
#> JC39_605.2_FE_S23_ JC39_606.2_FE_S23_
#> "0223" "0131"
#> JC39_607.2_FE_S23_ JC39_608.2_FE_S23_
#> "02112" "0132"
#> JC39_618.4_._FE_S23_ JC39_610.2_FE_S23_
#> "011" "014"
#> JC39_611.2_FE_S23_ JC39_612.2.73_FE_S23_
#> "011" "02112"
#> JC39_613.2.73_FE_S23_ JC39_613.4.73_FE_S23_
#> "011" "023"
#> JC39_615.2_FE_S23_ JC39_616.2_FE_S23_
#> "034" "023"
#> JC39_617.1_FE_S23_ JC39_618.3_._FE_S23_
#> "0221" "012"
#> JC39_619.1_FE_S23_ JC39_620.1_FE_S23_
#> "011" "0132"
#> JC39_621.1_._FE_S23_ JC39_621.3_FE_S23_
#> "011" "011"
#> JC39_623.1_FE_S23_ JC39_624.1_T_FE_S23_
#> "014" "032"
#> JC39_624.3_T_FE_S23_ JC39_626.1_T_FE_S23_
#> "011" "014"
#> JC39_627.1_FE_S23_ JC39_628.1_FE_S23_
#> "0221" "012"
#> JC39_618.1_._FE_S23_ JC39_618.2_._FE_S23_
#> "012" "012"
#> JC39_619.2_FE_S23_ JC39_620.2_FE_S23_
#> "032" "012"
#> JC39_621.2_FE_S23_ JC39_623.3_FE_S23_
#> "0213" "034"
#> JC39_623.2_._FE_S23_ JC39_624.2_T_FE_S23_
#> "02122" "014"
#> JC39_626.3_T_FE_S23_ JC39_626.2_T_FE_S23_
#> "034" "0223"
#> JC39_627.2_FE_S23_ JC39_628.2_FE_S23_
#> "0221" "012"
#> JC40_629.1.74_FE_S23_ JC40_630.1.74_FE_S23_
#> "011" "0131"
#> JC40_631.1.74_FE_S23_ JC40_632.1.75_FE_S23_
#> "011" "0213"
#> JC40_633.1.75_FE_S23_ JC40_634.1.75_FE_S23_
#> "023" "011"
#> JC40_635.1_T.76_FE_S23_ JC40_635.3_T.76_FE_S23_
#> "011" "011"
#> JC40_637.1.76_FE_S23_ JC40_638.1_T.76_FE_S23_
#> "012" "012"
#> JC40_639.1_FE_S23_ JC40_640.1_FE_S23_
#> "012" "0131"
#> JC40_629.2.74_FE_S23_ JC40_630.2.74_FE_S23_
#> "011" "012"
#> JC40_631.2.74_FE_S23_ JC40_632.2.75_FE_S23_
#> "011" "02221"
#> JC40_633.2.75_FE_S23_ JC40_634.2.75_FE_S23_
#> "02221" "014"
#> JC40_635.2_T.76_FE_S23_ JC40_638.3_T.76_FE_S23_
#> "011" "011"
#> JC40_637.2.76_FE_S23_ JC40_638.2_T.76_FE_S23_
#> "011" "0131"
#> JC40_639.2_FE_S23_ JC40_640.2_FE_S23_
#> "012" "032"
#> JC40_641.1_FE_S23_ JC40_642.1_FE_S23_
#> "011" "011"
#> JC40_643.1.77_FE_S23_ JC40_644.1.77_FE_S23_
#> "011" "02122"
#> JC40_645.1.77_FE_S23_ JC40_646.1.77_FE_S23_
#> "011" "011"
#> JC40_647.1_FE_S23_ JC40_648.1.78_FE_S23_
#> "011" "012"
#> JC40_649.1_T.78_FE_S23_ JC40_649.3_T.78_FE_S23_
#> "023" "032"
#> JC40_651.1.78_FE_S23_ JC40_652.1_FE_S23_
#> "034" "011"
#> JC40_641.2_FE_S23_ JC40_642.2_FE_S23_
#> "012" "02221"
#> JC40_643.2.77_FE_S23_ JC40_644.2.77_FE_S23_
#> "014" "032"
#> JC40_645.2.77_FE_S23_ JC40_646.2.77_FE_S23_
#> "0131" "012"
#> JC40_647.2_FE_S23_ JC40_648.2.78_FE_S23_
#> "011" "012"
#> JC40_649.2_T.78_FE_S23_ JC40_652.3_._FE_S23_
#> "012" "012"
#> JC40_651.2.78_FE_S23_ JC40_652.2_FE_S23_
#> "02111" "012"
#> JC40_653.1_W_FE_S23_ JC40_654.1_FE_S23_
#> "032" "011"
#> JC40_655.1.79_FE_S23_ JC40_656.1.79_FE_S23_
#> "034" "0131"
#> JC40_657.1_..79_FE_S23_ JC40_657.3.79_FE_S23_
#> "014" "011"
#> JC40_659.1.79_FE_S23_ JC40_660.1.79_FE_S23_
#> "023" "0132"
#> JC40_660.5.79_FE_S23_ JC40_662.1_FE_S23_
#> "0131" "032"
#> JC40_663.1_FE_S23_ JC40_664.1.80_FE_S23_
#> "012" "02221"
#> JC40_653.2_W_FE_S23_ JC40_654.2_FE_S23_
#> "012" "012"
#> JC40_655.2.79_FE_S23_ JC40_656.2.79_FE_S23_
#> "011" "0131"
#> JC40_657.2.79_FE_S23_ JC40_660.3_..79_FE_S23_
#> "0131" "032"
#> JC40_659.2.79_FE_S23_ JC40_660.2.79_FE_S23_
#> "0131" "0131"
#> JC40_660.4.79_FE_S23_ JC40_662.2_FE_S23_
#> "0132" "0223"
#> JC40_663.2_FE_S23_ JC40_664.2.80_FE_S23_
#> "011" "012"
#> JC40_665.1.80_FE_S23_ JC40_666.1.81_FE_S23_
#> "032" "0131"
#> JC40_667.1.81_FE_S23_ JC40_668.1.81_FE_S23_
#> "011" "034"
#> JC40_669.1.81_FE_S23_ JC40_670.1_W.81_FE_S23_
#> "011" "011"
#> JC40_671.1.82_FE_S23_ JC40_672.1.82_FE_S23_
#> "011" "014"
#> JC40_673.1.82_FE_S23_ JC40_674.1_T_FE_S23_
#> "011" "012"
#> JC40_674.3_T_FE_S23_ JC40_676.1_T_FE_S23_
#> "012" "011"
#> JC40_665.2.80_FE_S23_ JC40_666.2.81_FE_S23_
#> "011" "0131"
#> JC40_667.2.81_FE_S23_ JC40_668.2.81_FE_S23_
#> "011" "011"
#> JC40_669.2.81_FE_S23_ JC40_670.2_W.81_FE_S23_
#> "011" "014"
#> JC40_671.2.82_FE_S23_ JC40_672.2.82_FE_S23_
#> "011" "011"
#> JC40_673.2.82_FE_S23_ JC40_674.2_T_FE_S23_
#> "014" "012"
#> JC40_676.3_T_FE_S23_ JC40_676.2_T_FE_S23_
#> "02112" "011"
#> JC41_677.1.83_FE_S52_ JC41_678.1_..83_FE_S52_
#> "0223" "0221"
#> JC41_678.3.83_FE_S52_ JC41_680.1_FE_S52_
#> "0223" "0223"
#> JC41_681.1.84_FE_S52_ JC41_682.1.84_FE_S52_
#> "0221" "034"
#> JC41_683.1.85_FE_S52_ JC41_684.1.85_FE_S52_
#> "0131" "0132"
#> JC41_685.1.85_FE_S52_ JC41_686.1_..85_FE_S52_
#> "0131" "011"
#> JC41_686.3.85_FE_S52_ JC41_688.3_._FE_S52_
#> "0131" "0223"
#> JC41_677.2.83_FE_S52_ JC41_678.2.83_FE_S52_
#> "0221" "032"
#> JC41_680.3_FE_S52_ JC41_680.2_._FE_S52_
#> "0131" "02122"
#> JC41_681.2.84_FE_S52_ JC41_682.2.84_FE_S52_
#> "011" "0221"
#> JC41_683.2.85_FE_S52_ JC41_684.2.85_FE_S52_
#> "0131" "0131"
#> JC41_685.2.85_FE_S52_ JC41_686.2.85_FE_S52_
#> "0131" "011"
#> JC41_688.1_._FE_S52_ JC41_688.2_._FE_S52_
#> "014" "012"
#> JC41_688.4_._FE_S52_ JC41_690.1.86_FE_S52_
#> "034" "012"
#> JC41_691.1.86_FE_S52_ JC41_693.1_FE_S52_
#> "012" "0131"
#> JC41_694.1_FE_S52_ JC41_695.1_W.87_FE_S52_
#> "0132" "012"
#> JC41_696.1.87_FE_S52_ JC41_697.1_._FE_S52_
#> "014" "0132"
#> JC41_697.4_._FE_S52_ JC41_699.1.88_FE_S52_
#> "023" "012"
#> JC41_700.1_T.88_FE_S52_ JC41_700.3_T.88_FE_S52_
#> "0131" "0223"
#> JC41_690.2.86.88_FE_S52_ JC41_691.2.86_FE_S52_
#> "032" "012"
#> JC41_692.2_FE_S52_ JC41_693.2_FE_S52_
#> "012" "023"
#> JC41_694.2_FE_S52_ JC41_695.2_W.87_FE_S52_
#> "0221" "012"
#> JC41_696.2_div.87_FE_S52_ JC41_697.2_._FE_S52_
#> "02221" "02221"
#> JC41_697.3_._FE_S52_ JC41_699.2_FE_S52_
#> "0221" "02112"
#> JC41_700.2_T_FE_S52_ JC41_701.1_W_FE_S52_
#> "0131" "0132"
#> JC41_702.1_._FE_S52_ JC41_702.3_FE_S52_
#> "0213" "014"
#> JC41_704.1_FE_S52_ JC41_705.1_._FE_S52_
#> "0131" "014"
#> JC41_705.3_FE_S52_ JC41_707.1.89_FE_S52_
#> "0132" "02112"
#> JC41_708.1_T.89_FE_S52_ JC41_709.1.90_FE_S52_
#> "0132" "02221"
#> JC41_710.1_W.90_FE_S52_ JC41_711.1.90_FE_S52_
#> "0213" "012"
#> JC41_712.1.90_FE_S52_ JC41_701.2_W_FE_S52_
#> "012" "0132"
#> JC41_702.2_FE_S52_ JC41_708.3_T.89_FE_S52_
#> "0132" "014"
#> JC41_704.2_FE_S52_ JC41_705.2_FE_S52_
#> "02221" "011"
#> JC41_705.4_FE_S52_ JC41_708.2_T.89_FE_S52_
#> "02121" "032"
#> JC41_709.2.90_FE_S52_ JC41_710.2_W.90_FE_S52_
#> "012" "014"
#> JC41_711.2.90_FE_S52_ JC41_712.2.90_FE_S52_
#> "0132" "0131"
#> JC41_713.1.90_FE_S52_ JC41_714.1_FE_S52_
#> "0132" "023"
#> JC41_715.1_FE_S52_ JC41_716.1_FE_S52_
#> "033" "0221"
#> JC41_717.1_FE_S52_ JC41_718.1.91_FE_S52_
#> "02221" "0221"
#> JC41_719.1.91_FE_S52_ JC41_719.3_..91_FE_S52_
#> "02122" "02221"
#> JC41_721.1.91_FE_S52_ JC41_722.1_T.91_FE_S52_
#> "014" "0221"
#> JC41_723.1.91_FE_S52_ JC41_724.1_FE_S52_
#> "032" "014"
#> JC41_713.2.90_FE_S52_ JC41_714.2_FE_S52_
#> "011" "02112"
#> JC41_715.2_FE_S52_ JC41_716.2_FE_S52_
#> "014" "011"
#> JC41_717.2_FE_S52_ JC41_718.2.91_FE_S52_
#> "0223" "0223"
#> JC41_719.2.91_FE_S52_ JC41_722.3_T.91_FE_S52_
#> "034" "0132"
#> JC41_721.2.91_FE_S52_ JC41_722.2_T.91_FE_S52_
#> "014" "0221"
#> JC41_723.2.91_FE_S52_ JC41_724.2_FE_S52_
#> "012" "02111"
#> JC43_725.1_T.92_FE_S27_ JC43_725.3_T.92_FE_S27_
#> "0132" "0132"
#> JC43_727.1_T.92_FE_S27_ JC43_728.1.92_FE_S27_
#> "014" "023"
#> JC43_729.1_T.92_FE_S27_ JC43_729.3_T.92_FE_S27_
#> "011" "012"
#> JC43_731.1.92_FE_S27_ JC43_732.1.93_FE_S27_
#> "0131" "012"
#> JC43_733.1_big_adipo.93_FE_S27_ JC43_734.1_T.94_FE_S27_
#> "02222" "0221"
#> JC43_735.1.94_FE_S27_ JC43_736.1.94_FE_S27_
#> "023" "0131"
#> JC43_725.2_T.92_FE_S27_ JC43_727.3_T.92_FE_S27_
#> "0132" "0131"
#> JC43_727.2_T.92_FE_S27_ JC43_728.2.92_FE_S27_
#> "0223" "023"
#> JC43_729.2_T.92_FE_S27_ JC43_734.3_T.92_FE_S27_
#> "0132" "012"
#> JC43_731.2.92_FE_S27_ JC43_732.2_big_adipo.93_FE_S27_
#> "011" "032"
#> JC43_733.2.93_FE_S27_ JC43_734.2_T.94_FE_S27_
#> "012" "012"
#> JC43_735.2.94_FE_S27_ JC43_736.2.94_FE_S27_
#> "023" "011"
#> JC43_738.1_T.95_FE_S27_ JC43_738.3_T.95_FE_S27_
#> "032" "0131"
#> JC43_740.1.95_FE_S27_ JC43_740.3.95_FE_S27_
#> "0131" "0221"
#> JC43_742.1.95_FE_S27_ JC43_743.1_..95_FE_S27_
#> "023" "0132"
#> JC43_743.4_..95_FE_S27_ JC43_745.1_big.95_FE_S27_
#> "0131" "02222"
#> JC43_746.1_T.95_FE_S27_ JC43_747.1_..95_FE_S27_
#> "012" "0221"
#> JC43_747.3.95_FE_S27_ JC43_737.2.95_FE_S27_
#> "0131" "0221"
#> JC43_738.2_T.95_FE_S27_ JC43_746.3_T.95_FE_S27_
#> "0131" "0131"
#> JC43_740.2_..95_FE_S27_ JC43_740.4.95_FE_S27_
#> "0223" "0131"
#> JC43_742.2.95_FE_S27_ JC43_743.2_..95_FE_S27_
#> "011" "0132"
#> JC43_743.3_..95_FE_S27_ JC43_745.2.95_FE_S27_
#> "0131" "0131"
#> JC43_746.2_T.95_FE_S27_ JC43_747.2.95_FE_S27_
#> "012" "0221"
#> JC43_749.3.95_FE_S27_ JC43_749.1_..95_FE_S27_
#> "0131" "0213"
#> JC43_749.4.95_FE_S27_ JC43_751.1_FE_S27_
#> "0131" "012"
#> JC43_752.1_._FE_S27_ JC43_752.3_FE_S27_
#> "0213" "0132"
#> JC43_754.1_T.96_FE_S27_ JC43_755.1_..96_FE_S27_
#> "023" "0132"
#> JC43_755.3.96_FE_S27_ JC43_757.1.96_FE_S27_
#> "0132" "023"
#> JC43_758.1.97_FE_S27_ JC43_759.1_T.97_FE_S27_
#> "012" "012"
#> JC43_759.3_T.97_FE_S27_ JC43_749.2.95_FE_S27_
#> "0132" "011"
#> JC43_751.2_._big_FE_S27_ JC43_752.2_FE_S27_
#> "0213" "0131"
#> JC43_754.3_T.96_FE_S27_ JC43_754.2_T.96_FE_S27_
#> "0131" "0131"
#> JC43_755.2.96_FE_S27_ JC43_757.3.96_FE_S27_
#> "012" "0131"
#> JC43_757.2_..96_FE_S27_ JC43_758.2.97_FE_S27_
#> "0213" "012"
#> JC43_759.2_T.97_FE_S27_ JC43_761.1_T.97_FE_S27_
#> "011" "0131"
#> JC43_762.1_FE_S27_ JC43_763.1.98_FE_S27_
#> "02112" "0132"
#> JC43_764.1.98_FE_S27_ JC43_765.1.98_FE_S27_
#> "0131" "0131"
#> JC43_766.1.98_FE_S27_ JC43_767.1_FE_S27_
#> "034" "012"
#> JC43_768.1_FE_S27_ JC43_769.1_FE_S27_
#> "012" "012"
#> JC43_771.3_FE_S27_ JC43_771.1_._FE_S27_
#> "034" "02112"
#> JC43_761.2_T.97_FE_S27_ JC43_762.2_FE_S27_
#> "0131" "023"
#> JC43_763.2.98_FE_S27_ JC43_764.2.98_FE_S27_
#> "0132" "0132"
#> JC43_765.2.98_FE_S27_ JC43_766.2_ery.98_FE_S27_
#> "0131" "011"
#> JC43_767.2_FE_S27_ JC43_768.2_FE_S27_
#> "012" "012"
#> JC43_769.2_FE_S27_ JC43_771.4_FE_S27_
#> "0223" "034"
#> JC43_771.2_FE_S27_ JC43_772.2_FE_S27_
#> "011" "012"
#> JC44_773.1_W.99_FE_S27_ JC44_774.1.99_FE_S27_
#> "0221" "02221"
#> JC44_775.1.99_FE_S27_ JC44_776.1_._FE_S27_
#> "0131" "0131"
#> JC44_776.3_FE_S27_ JC44_778.3_FE_S27_
#> "034" "0223"
#> JC44_780.1_FE_S27_ JC44_781.1_FE_S27_
#> "012" "012"
#> JC44_782.1.100_FE_S27_ JC44_783.1.100_FE_S27_
#> "0132" "011"
#> JC44_784.1.100_FE_S27_ JC44_773.2_W.99_FE_S27_
#> "011" "0132"
#> JC44_774.2.99_FE_S27_ JC44_775.2.99_FE_S27_
#> "0131" "0131"
#> JC44_776.2_FE_S27_ JC44_776.4_FE_S27_
#> "034" "02121"
#> JC44_778.2_FE_S27_ JC44_778.4_FE_S27_
#> "012" "014"
#> JC44_780.2_FE_S27_ JC44_781.2_FE_S27_
#> "032" "02122"
#> JC44_782.2.100_FE_S27_ JC44_783.2.100_FE_S27_
#> "0132" "0132"
#> JC44_784.2.100_FE_S27_ JC44_785.1_..100_FE_S27_
#> "0213" "012"
#> JC44_785.3.100_FE_S27_ JC44_787.1_T_FE_S27_
#> "0213" "0223"
#> JC44_788.1_big_adipo_FE_S27_ JC44_789.1_._FE_S27_
#> "011" "02121"
#> JC44_789.3_FE_S27_ JC44_791.1_T_FE_S27_
#> "0132" "023"
#> JC44_792.1_FE_S27_ JC44_793.1_._FE_S27_
#> "012" "0221"
#> JC44_793.3_FE_S27_ JC44_795.1_FE_S27_
#> "032" "011"
#> JC44_796.1_._FE_S27_ JC44_785.2.100_FE_S27_
#> "0131" "011"
#> JC44_787.3_T_FE_S27_ JC44_787.2_T_FE_S27_
#> "011" "012"
#> JC44_788.2_FE_S27_ JC44_789.2_FE_S27_
#> "012" "023"
#> JC44_791.3_T_FE_S27_ JC44_791.2_T_FE_S27_
#> "02122" "02122"
#> JC44_792.2_FE_S27_ JC44_793.2_FE_S27_
#> "0223" "0223"
#> JC44_795.3_FE_S27_ JC44_795.2_._FE_S27_
#> "0221" "02122"
#> JC44_796.2_._FE_S27_ JC44_796.3_._FE_S27_
#> "02122" "02122"
#> JC44_798.1.101_FE_S27_ JC44_799.1.101_FE_S27_
#> "0131" "0131"
#> JC44_800.1_FE_S27_ JC44_801.1.102_FE_S27_
#> "02121" "0213"
#> JC44_802.1.102_FE_S27_ JC44_803.1.102_FE_S27_
#> "02121" "032"
#> JC44_804.1_T_FE_S27_ JC44_804.3_T_FE_S27_
#> "014" "023"
#> JC44_806.1_FE_S27_ JC44_807.1.103_FE_S27_
#> "0223" "023"
#> JC44_808.1.103_FE_S27_ JC44_798.2.101_FE_S27_
#> "02121" "0131"
#> JC44_799.2.101_FE_S27_ JC44_800.2_FE_S27_
#> "0131" "02222"
#> JC44_801.2.102_FE_S27_ JC44_802.2.102_FE_S27_
#> "012" "0131"
#> JC44_803.2.102_FE_S27_ JC44_804.2_T_FE_S27_
#> "0131" "0221"
#> JC44_808.3_..103_FE_S27_ JC44_806.2_FE_S27_
#> "02121" "0221"
#> JC44_807.2.103_FE_S27_ JC44_808.2.103_FE_S27_
#> "0132" "0223"
#> JC44_808.4.103_FE_S27_ JC44_810.1_T.103_FE_S27_
#> "0131" "0131"
#> JC44_810.3_T.103_FE_S27_ JC44_812.1.103_FE_S27_
#> "0131" "012"
#> JC44_813.1_T.104_FE_S27_ JC44_814.1.104_FE_S27_
#> "011" "011"
#> JC44_815.1.105_FE_S27_ JC44_816.1.105_FE_S27_
#> "012" "012"
#> JC44_817.1_._FE_S27_ JC44_817.3_FE_S27_
#> "011" "012"
#> JC44_819.1_big_FE_S27_ JC44_820.1_FE_S27_
#> "02222" "0213"
#> JC44_808.5.103_FE_S27_ JC44_810.2_T.103_FE_S27_
#> "0132" "023"
#> JC44_813.3_T_FE_S27_ JC44_812.2.103_FE_S27_
#> "012" "011"
#> JC44_813.2_T.104_FE_S27_ JC44_814.2.104_FE_S27_
#> "012" "011"
#> JC44_815.2.105_FE_S27_ JC44_816.2.105_FE_S27_
#> "012" "011"
#> JC44_817.2_FE_S27_ JC44_818.2_FE_S27_
#> "0223" "0221"
#> JC44_819.2_FE_S27_ JC44_820.2_FE_S27_
#> "02221" "011"
#> JC45_821.1.106_FE_S30_ JC45_822.1.106_FE_S30_
#> "0213" "023"
#> JC45_823.1.106_FE_S30_ JC45_824.1.106_FE_S30_
#> "012" "0131"
#> JC45_825.1_FE_S30_ JC45_826.1.107_FE_S30_
#> "02112" "023"
#> JC45_827.1.107_FE_S30_ JC45_828.1.107_FE_S30_
#> "031" "0131"
#> JC45_829.1.107_FE_S30_ JC45_830.1_._big_FE_S30_
#> "0131" "02121"
#> JC45_830.5_FE_S30_ JC45_830.3_FE_S30_
#> "014" "012"
#> JC45_821.2.106_FE_S30_ JC45_822.2.106_FE_S30_
#> "0132" "0221"
#> JC45_823.2.106_FE_S30_ JC45_824.2.106_FE_S30_
#> "0132" "011"
#> JC45_825.2_FE_S30_ JC45_826.2.107_FE_S30_
#> "031" "0132"
#> JC45_827.2.107_FE_S30_ JC45_828.2.107_FE_S30_
#> "0132" "0131"
#> JC45_829.2.107_FE_S30_ JC45_830.2_FE_S30_
#> "034" "023"
#> JC45_830.4_FE_S30_ JC45_835.3_T.108_FE_S30_
#> "023" "0131"
#> JC45_833.1_FE_S30_ JC45_834.1.108_FE_S30_
#> "0131" "02122"
#> JC45_835.1_T.108_FE_S30_ JC45_836.1.109_FE_S30_
#> "02122" "0132"
#> JC45_837.1_T.109_FE_S30_ JC45_837.3_T.109_FE_S30_
#> "034" "034"
#> JC45_839.1.110_FE_S30_ JC45_840.1.110_FE_S30_
#> "011" "0131"
#> JC45_841.1_big_FE_S30_ JC45_842.1_FE_S30_
#> "014" "0223"
#> JC45_843.1_FE_S30_ JC45_844.1.111_FE_S30_
#> "012" "0132"
#> JC45_833.2_FE_S30_ JC45_834.2.108_FE_S30_
#> "0131" "011"
#> JC45_835.2_T.108_FE_S30_ JC45_836.2.109_FE_S30_
#> "011" "0223"
#> JC45_837.2_T.109_FE_S30_ JC45_850.3.112_FE_S30_
#> "0131" "0131"
#> JC45_839.2.110_FE_S30_ JC45_840.2.110_FE_S30_
#> "0131" "0131"
#> JC45_841.2_FE_S30_ JC45_842.2_FE_S30_
#> "0131" "034"
#> JC45_843.2_FE_S30_ JC45_844.2.111_FE_S30_
#> "032" "032"
#> JC45_845.1.111_FE_S30_ JC45_846.1.111_FE_S30_
#> "034" "0131"
#> JC45_847.1_FE_S30_ JC45_848.1_FE_S30_
#> "0131" "012"
#> JC45_850.1_..112_FE_S30_ JC45_851.1.112_FE_S30_
#> "0132" "011"
#> JC45_852.1.112_FE_S30_ JC45_852.3.112_FE_S30_
#> "0132" "0132"
#> JC45_854.1.112_FE_S30_ JC45_855.1.112_FE_S30_
#> "0132" "014"
#> JC45_856.1_FE_S30_ JC45_845.2.111_FE_S30_
#> "02121" "023"
#> JC45_846.2.111_FE_S30_ JC45_847.2_FE_S30_
#> "011" "023"
#> JC45_848.2_FE_S30_ JC45_849.2_FE_S30_
#> "012" "0132"
#> JC45_851.2_ery.112_FE_S30_ JC45_852.2_..112_FE_S30_
#> "011" "0132"
#> JC45_856.3_FE_S30_ JC45_855.2.112_FE_S30_
#> "02222" "023"
#> JC45_856.2_._FE_S30_ JC45_857.1_FE_S30_
#> "02121" "0131"
#> JC45_858.1_FE_S30_ JC45_860.1_FE_S30_
#> "0132" "02222"
#> JC45_861.1_FE_S30_ JC45_862.1_FE_S30_
#> "02121" "011"
#> JC45_863.1_FE_S30_ JC45_864.1_._FE_S30_
#> "0221" "014"
#> JC45_866.1_FE_S30_ JC45_867.1.113_FE_S30_
#> "012" "012"
#> JC45_868.1_big_mega.113_FE_S30_ JC45_857.2_FE_S30_
#> "02112" "0131"
#> JC45_858.2_FE_S30_ JC45_853.1_FE_S30_
#> "0132" "012"
#> JC45_860.2_FE_S30_ JC45_861.2_FE_S30_
#> "0223" "02122"
#> JC45_853.2_FE_S30_ JC45_863.2_FE_S30_
#> "012" "0221"
#> JC45_867.3.113_FE_S30_ JC45_866.2_FE_S30_
#> "023" "012"
#> JC45_867.2_..113_FE_S30_ JC45_868.2.113_FE_S30_
#> "02222" "023"
#> JC46_869.1.114_FE_S30_ JC46_870.1.114_FE_S30_
#> "02121" "0132"
#> JC46_871.1.114_FE_S30_ JC46_872.1.114_FE_S30_
#> "034" "011"
#> JC46_873.1_FE_S30_ JC46_874.1_FE_S30_
#> "034" "0131"
#> JC46_875.1_T_emperi_big_FE_S30_ JC46_875.3_T_FE_S30_
#> "02122" "032"
#> JC46_877.1_T_FE_S30_ JC46_878.1_._big.115_FE_S30_
#> "0221" "02222"
#> JC46_878.3.115_FE_S30_ JC46_878.4.115_FE_S30_
#> "012" "0131"
#> JC46_869.2.114_FE_S30_ JC46_870.2.114_FE_S30_
#> "014" "023"
#> JC46_871.2.114_FE_S30_ JC46_872.2.114_FE_S30_
#> "02122" "034"
#> JC46_873.2_FE_S30_ JC46_874.2_FE_S30_
#> "0131" "02122"
#> JC46_875.2_T_FE_S30_ JC46_877.3_T_FE_S30_
#> "012" "012"
#> JC46_877.2_T_FE_S30_ JC46_878.2.115_FE_S30_
#> "011" "012"
#> JC46_878.5.115_FE_S30_ JC46_878.6.115_FE_S30_
#> "023" "011"
#> JC46_878.7.115_FE_S30_ JC46_882.1.116_FE_S30_
#> "011" "02122"
#> JC46_883.1.116_FE_S30_ JC46_884.1_FE_S30_
#> "023" "012"
#> JC46_885.1_FE_S30_ JC46_886.1.117_FE_S30_
#> "02221" "023"
#> JC46_887.1.117_FE_S30_ JC46_888.1.117_FE_S30_
#> "023" "014"
#> JC46_889.1_FE_S30_ JC46_890.1_FE_S30_
#> "012" "012"
#> JC46_891.1.118_FE_S30_ JC46_892.1_T.118_FE_S30_
#> "011" "0132"
#> JC46_878.8.115_FE_S30_ JC46_882.2.116_FE_S30_
#> "0131" "02112"
#> JC46_883.2.116_FE_S30_ JC46_884.2_FE_S30_
#> "0132" "012"
#> JC46_885.2_FE_S30_ JC46_886.2.117_FE_S30_
#> "012" "02121"
#> JC46_887.2.117_FE_S30_ JC46_888.2.117_FE_S30_
#> "0221" "02112"
#> JC46_889.2_FE_S30_ JC46_890.2_FE_S30_
#> "02112" "012"
#> JC46_891.2.118_FE_S30_ JC46_892.2_T.118_FE_S30_
#> "023" "0132"
#> JC46_892.3_T.118_FE_S30_ JC46_894.1.118_FE_S30_
#> "034" "034"
#> JC46_895.1.118_FE_S30_ JC46_896.1.118_FE_S30_
#> "034" "0132"
#> JC46_897.1_emperi_big.118_FE_S30_ JC46_898.1_FE_S30_
#> "0213" "0132"
#> JC46_899.1_FE_S30_ JC46_900.1.119_FE_S30_
#> "02222" "012"
#> JC46_901.1.119_FE_S30_ JC46_902.1_FE_S30_
#> "012" "023"
#> JC46_903.1.120_FE_S30_ JC46_904.1.120_FE_S30_
#> "023" "014"
#> JC46_895.3_..118_FE_S30_ JC46_894.2.118_FE_S30_
#> "023" "0132"
#> JC46_895.2.118_FE_S30_ JC46_896.2.118_FE_S30_
#> "0132" "0213"
#> JC46_897.2.118_FE_S30_ JC46_898.2_FE_S30_
#> "034" "0132"
#> JC46_899.2_FE_S30_ JC46_900.2.119_FE_S30_
#> "0213" "012"
#> JC46_901.2.119_FE_S30_ JC46_902.2_FE_S30_
#> "012" "023"
#> JC46_903.2.120_FE_S30_ JC46_904.2.120_FE_S30_
#> "023" "0221"
#> JC46_905.1.120_FE_S30_ JC46_906.1.120_FE_S30_
#> "014" "0131"
#> JC46_906.3.120_FE_S30_ JC46_908.1_T_FE_S30_
#> "023" "011"
#> JC46_909.1.121_FE_S30_ JC46_910.1.121_FE_S30_
#> "02121" "02121"
#> JC46_911.1.121_FE_S30_ JC46_912.3_..121_FE_S30_
#> "02122" "023"
#> JC46_913.1_FE_S30_ JC46_914.1_FE_S30_
#> "012" "0132"
#> JC46_915.1_FE_S30_ JC46_916.1_FE_S30_
#> "012" "012"
#> JC46_905.2.120_FE_S30_ JC46_906.2_..120_FE_S30_
#> "034" "011"
#> JC46_908.3_T_FE_S30_ JC46_908.2_T_FE_S30_
#> "012" "011"
#> JC46_909.2.121_FE_S30_ JC46_910.2.121_FE_S30_
#> "02121" "012"
#> JC46_911.2.121_FE_S30_ JC46_912.4.121_FE_S30_
#> "023" "0213"
#> JC46_913.2_FE_S30_ JC46_914.2_FE_S30_
#> "012" "02121"
#> JC46_915.2_FE_S30_ JC46_916.2_FE_S30_
#> "012" "032"
#> JC48P4_917_HSC_FE_S8_ JC48P4_918_HSC_FE_S8_
#> "031" "031"
#> JC48P4_919_HSC_FE_S8_ JC48P4_920_HSC_FE_S8_
#> "033" "033"
#> JC48P4_921_HSC_FE_S8_ JC48P4_922_HSC_FE_S8_
#> "031" "031"
#> JC48P4_923_HSC_FE_S8_ JC48P4_924_HSC_FE_S8_
#> "031" "031"
#> JC48P4_925_HSC_FE_S8_ JC48P4_926_HSC_FE_S8_
#> "033" "031"
#> JC48P4_927_HSC_FE_S8_ JC48P4_928_HSC_FE_S8_
#> "031" "031"
#> JC48P4_929_HSC_FE_S8_ JC48P4_930_HSC_FE_S8_
#> "033" "031"
#> JC48P4_931_HSC_FE_S8_ JC48P4_932_HSC_FE_S8_
#> "033" "031"
#> JC48P4_933_HSC_FE_S8_ JC48P4_934_HSC_FE_S8_
#> "031" "033"
#> JC48P4_935_HSC_FE_S8_ JC48P4_936_HSC_FE_S8_
#> "031" "031"
#> JC48P4_937_HSC_FE_S8_ JC48P4_938_HSC_FE_S8_
#> "031" "014"
#> JC48P4_939_HSC_FE_S8_ JC48P4_940_HSC_FE_S8_
#> "02111" "02111"
#> JC48P4_941_HSC_FE_S8_ JC48P4_942_HSC_FE_S8_
#> "031" "031"
#> JC48P4_943_HSC_FE_S8_ JC48P4_944_HSC_FE_S8_
#> "02111" "02111"
#> JC48P4_945_HSC_FE_S8_ JC48P4_946_HSC_FE_S8_
#> "031" "031"
#> JC48P4_947_HSC_FE_S8_ JC48P4_948_HSC_FE_S8_
#> "031" "031"
#> JC48P4_949_HSC_FE_S8_ JC48P4_950_HSC_FE_S8_
#> "033" "031"
#> JC48P4_951_HSC_FE_S8_ JC48P4_952_HSC_FE_S8_
#> "031" "033"
#> JC48P4_953_HSC_FE_S8_ JC48P4_954_HSC_FE_S8_
#> "031" "031"
#> JC48P4_955_HSC_FE_S8_ JC48P4_956_HSC_FE_S8_
#> "031" "031"
#> JC48P4_957_HSC_FE_S8_ JC48P4_958_HSC_FE_S8_
#> "031" "031"
#> JC48P4_959_HSC_FE_S8_ JC48P4_960_HSC_FE_S8_
#> "031" "031"
#> JC48P4_961_HSC_FE_S8_ JC48P4_962_HSC_FE_S8_
#> "031" "02111"
#> JC48P4_963_HSC_FE_S8_ JC48P4_964_HSC_FE_S8_
#> "02111" "02111"
#> JC48P4_965_HSC_FE_S8_ JC48P4_966_HSC_FE_S8_
#> "031" "033"
#> JC48P4_967_HSC_FE_S8_ JC48P4_968_HSC_FE_S8_
#> "031" "031"
#> JC48P4_969_HSC_FE_S8_ JC48P4_970_HSC_FE_S8_
#> "02111" "031"
#> JC48P4_971_HSC_FE_S8_ JC48P4_972_HSC_FE_S8_
#> "031" "02111"
#> JC48P4_973_HSC_FE_S8_ JC48P4_974_HSC_FE_S8_
#> "031" "031"
#> JC48P4_975_HSC_FE_S8_ JC48P4_976_HSC_FE_S8_
#> "031" "031"
#> JC48P4_977_HSC_FE_S8_ JC48P4_978_HSC_FE_S8_
#> "0213" "031"
#> JC48P4_979_HSC_FE_S8_ JC48P4_980_HSC_FE_S8_
#> "031" "031"
#> JC48P4_981_HSC_FE_S8_ JC48P4_982_HSC_FE_S8_
#> "02111" "031"
#> JC48P4_983_HSC_FE_S8_ JC48P4_984_HSC_FE_S8_
#> "031" "033"
#> JC48P4_985_HSC_FE_S8_ JC48P4_986_HSC_FE_S8_
#> "031" "0213"
#> JC48P4_987_HSC_FE_S8_ JC48P4_988_HSC_FE_S8_
#> "031" "031"
#> JC48P4_989_HSC_FE_S8_ JC48P4_990_HSC_FE_S8_
#> "031" "031"
#> JC48P4_991_HSC_FE_S8_ JC48P4_992_HSC_FE_S8_
#> "031" "031"
#> JC48P4_993_HSC_FE_S8_ JC48P4_994_HSC_FE_S8_
#> "031" "02111"
#> JC48P4_995_HSC_FE_S8_ JC48P4_996_HSC_FE_S8_
#> "031" "031"
#> JC48P4_997_HSC_FE_S8_ JC48P4_998_HSC_FE_S8_
#> "031" "02111"
#> JC48P4_999_HSC_FE_S8_ JC48P4_1000_HSC_FE_S8_
#> "031" "02111"
#> JC48P4_1001_HSC_FE_S8_ JC48P4_1002_HSC_FE_S8_
#> "031" "014"
#> JC48P4_1004_HSC_FE_S8_ JC48P4_1005_HSC_FE_S8_
#> "031" "031"
#> JC48P4_1006_HSC_FE_S8_ JC48P4_1007_HSC_FE_S8_
#> "033" "031"
#> JC48P4_1008_HSC_FE_S8_ JC48P4_1009_HSC_FE_S8_
#> "02111" "02111"
#> JC48P4_1010_HSC_FE_S8_ JC48P4_1011_HSC_FE_S8_
#> "02111" "031"
#> JC48P4_1012_HSC_FE_S8_ JC48P7_1013_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1014_HSC_FE_S8_ JC48P7_1015_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1016_HSC_FE_S8_ JC48P7_1017_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1018_HSC_FE_S8_ JC48P7_1019_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1020_HSC_FE_S8_ JC48P7_1022_HSC_FE_S8_
#> "02221" "033"
#> JC48P7_1023_HSC_FE_S8_ JC48P7_1024_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1025_HSC_FE_S8_ JC48P7_1026_HSC_FE_S8_
#> "033" "014"
#> JC48P7_1027_HSC_FE_S8_ JC48P7_1028_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1029_HSC_FE_S8_ JC48P7_1030_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1031_HSC_FE_S8_ JC48P7_1032_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1033_HSC_FE_S8_ JC48P7_1034_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1035_HSC_FE_S8_ JC48P7_1036_HSC_FE_S8_
#> "033" "014"
#> JC48P7_1037_HSC_FE_S8_ JC48P7_1038_HSC_FE_S8_
#> "033" "02111"
#> JC48P7_1039_HSC_FE_S8_ JC48P7_1040_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1041_HSC_FE_S8_ JC48P7_1042_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1043_HSC_FE_S8_ JC48P7_1044_HSC_FE_S8_
#> "014" "033"
#> JC48P7_1045_HSC_FE_S8_ JC48P7_1046_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1047_HSC_FE_S8_ JC48P7_1048_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1049_HSC_FE_S8_ JC48P7_1050_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1051_HSC_FE_S8_ JC48P7_1052_HSC_FE_S8_
#> "02111" "033"
#> JC48P7_1053_HSC_FE_S8_ JC48P7_1054_HSC_FE_S8_
#> "031" "02111"
#> JC48P7_1055_HSC_FE_S8_ JC48P7_1056_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1057_HSC_FE_S8_ JC48P7_1058_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1059_HSC_FE_S8_ JC48P7_1060_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1061_HSC_FE_S8_ JC48P7_1062_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1063_HSC_FE_S8_ JC48P7_1064_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1065_HSC_FE_S8_ JC48P7_1066_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1067_HSC_FE_S8_ JC48P7_1068_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1070_HSC_FE_S8_ JC48P7_1071_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1072_HSC_FE_S8_ JC48P7_1073_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1074_HSC_FE_S8_ JC48P7_1075_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1076_HSC_FE_S8_ JC48P7_1077_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1078_HSC_FE_S8_ JC48P7_1079_HSC_FE_S8_
#> "011" "033"
#> JC48P7_1080_HSC_FE_S8_ JC48P7_1081_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1082_HSC_FE_S8_ JC48P7_1083_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1084_HSC_FE_S8_ JC48P7_1085_HSC_FE_S8_
#> "02111" "011"
#> JC48P7_1086_HSC_FE_S8_ JC48P7_1087_HSC_FE_S8_
#> "023" "031"
#> JC48P7_1088_HSC_FE_S8_ JC48P7_1089_HSC_FE_S8_
#> "031" "0213"
#> JC48P7_1090_HSC_FE_S8_ JC48P7_1091_HSC_FE_S8_
#> "031" "02111"
#> JC48P7_1092_HSC_FE_S8_ JC48P7_1093_HSC_FE_S8_
#> "02111" "02111"
#> JC48P7_1094_HSC_FE_S8_ JC48P7_1095_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1096_HSC_FE_S8_ JC48P7_1097_HSC_FE_S8_
#> "014" "033"
#> JC48P7_1098_HSC_FE_S8_ JC48P7_1099_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1100_HSC_FE_S8_ JC48P7_1101_HSC_FE_S8_
#> "02111" "031"
#> JC48P7_1102_HSC_FE_S8_ JC48P7_1103_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1104_HSC_FE_S8_ JC48P7_1105_HSC_FE_S8_
#> "02111" "031"
#> JC48P7_1106_HSC_FE_S8_ JC48P7_1107_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1108_HSC_FE_S8_ JC48P6_1109_HSC_FE_S8_
#> "02111" "031"
#> JC48P6_1110_HSC_FE_S8_ JC48P6_1111_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1112_HSC_FE_S8_ JC48P6_1113_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1114_HSC_FE_S8_ JC48P6_1115_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1116_HSC_FE_S8_ JC48P6_1117_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1118_HSC_FE_S8_ JC48P6_1119_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1120_HSC_FE_S8_ JC48P6_1121_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1122_HSC_FE_S8_ JC48P6_1123_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1124_HSC_FE_S8_ JC48P6_1125_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1126_HSC_FE_S8_ JC48P6_1127_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1128_HSC_FE_S8_ JC48P6_1129_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1130_HSC_FE_S8_ JC48P6_1131_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1132_HSC_FE_S8_ JC48P6_1133_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1134_HSC_FE_S8_ JC48P6_1135_HSC_FE_S8_
#> "033" "023"
#> JC48P6_1136_HSC_FE_S8_ JC48P6_1137_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1138_HSC_FE_S8_ JC48P6_1139_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1140_HSC_FE_S8_ JC48P6_1141_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1142_HSC_FE_S8_ JC48P6_1143_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1144_HSC_FE_S8_ JC48P6_1145_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1146_HSC_FE_S8_ JC48P6_1147_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1148_HSC_FE_S8_ JC48P6_1149_HSC_FE_S8_
#> "023" "033"
#> JC48P6_1150_HSC_FE_S8_ JC48P6_1151_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1152_HSC_FE_S8_ JC48P6_1153_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1154_HSC_FE_S8_ JC48P6_1155_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1156_HSC_FE_S8_ JC48P6_1157_HSC_FE_S8_
#> "023" "031"
#> JC48P6_1158_HSC_FE_S8_ JC48P6_1159_HSC_FE_S8_
#> "033" "02111"
#> JC48P6_1160_HSC_FE_S8_ JC48P6_1161_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1162_HSC_FE_S8_ JC48P6_1163_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1164_HSC_FE_S8_ JC48P6_1165_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1166_HSC_FE_S8_ JC48P6_1167_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1168_HSC_FE_S8_ JC48P6_1169_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1170_HSC_FE_S8_ JC48P6_1171_HSC_FE_S8_
#> "023" "031"
#> JC48P6_1172_HSC_FE_S8_ JC48P6_1173_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1174_HSC_FE_S8_ JC48P6_1175_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1176_HSC_FE_S8_ JC48P6_1177_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1178_HSC_FE_S8_ JC48P6_1179_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1180_HSC_FE_S8_ JC48P6_1181_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1182_HSC_FE_S8_ JC48P6_1183_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1184_HSC_FE_S8_ JC48P6_1185_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1186_HSC_FE_S8_ JC48P6_1187_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1188_HSC_FE_S8_ JC48P6_1189_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1190_HSC_FE_S8_ JC48P6_1191_HSC_FE_S8_
#> "014" "031"
#> JC48P6_1192_HSC_FE_S8_ JC48P6_1193_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1194_HSC_FE_S8_ JC48P6_1195_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1196_HSC_FE_S8_ JC48P6_1197_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1198_HSC_FE_S8_ JC48P6_1199_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1200_HSC_FE_S8_ JC48P6_1201_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1202_HSC_FE_S8_ JC48P6_1203_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1204_HSC_FE_S8_
#> "031"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 412))
#> JC4_349_HSC_FE_S13_ JC4_350_HSC_FE_S13_
#> "011" "011"
#> JC4_351_HSC_FE_S13_ JC4_352_HSC_FE_S13_
#> "011" "011"
#> JC4_353_HSC_FE_S13_ JC4_354_HSC_FE_S13_
#> "011" "011"
#> JC4_355_HSC_FE_S13_ JC4_356_HSC_FE_S13_
#> "011" "011"
#> JC4_357_HSC_FE_S13_ JC4_358_HSC_FE_S13_
#> "011" "011"
#> JC4_359_HSC_FE_S13_ JC4_360_HSC_FE_S13_
#> "011" "033"
#> JC4_361_HSC_FE_S13_ JC4_362_HSC_FE_S13_
#> "011" "011"
#> JC4_363_HSC_FE_S13_ JC4_364_HSC_FE_S13_
#> "033" "011"
#> JC4_365_HSC_FE_S13_ JC4_366_HSC_FE_S13_
#> "011" "014"
#> JC4_368_HSC_FE_S13_ JC4_369_HSC_FE_S13_
#> "011" "011"
#> JC4_371_HSC_FE_S13_ JC4_372_HSC_FE_S13_
#> "011" "011"
#> JC4_373_HSC_FE_S13_ JC4_374_HSC_FE_S13_
#> "014" "011"
#> JC4_375_HSC_FE_S13_ JC4_376_HSC_FE_S13_
#> "011" "011"
#> JC4_377_HSC_FE_S13_ JC4_378_HSC_FE_S13_
#> "011" "011"
#> JC4_379_HSC_FE_S13_ JC4_380_HSC_FE_S13_
#> "011" "011"
#> JC4_382_HSC_FE_S13_ JC4_383_HSC_FE_S13_
#> "011" "011"
#> JC4_384_HSC_FE_S13_ JC4_385_HSC_FE_S13_
#> "033" "011"
#> JC4_386_HSC_FE_S13_ JC4_387_HSC_FE_S13_
#> "011" "011"
#> JC4_388_HSC_FE_S13_ JC4_389_HSC_FE_S13_
#> "011" "011"
#> JC4_390_HSC_FE_S13_ JC4_391_HSC_FE_S13_
#> "011" "011"
#> JC4_392_HSC_FE_S13_ JC4_393_HSC_FE_S13_
#> "011" "011"
#> JC4_394_HSC_FE_S13_ JC4_395_HSC_FE_S13_
#> "011" "011"
#> JC4_397_HSC_FE_S13_ JC4_398_HSC_FE_S13_
#> "014" "011"
#> JC4_399_HSC_FE_S13_ JC4_400_HSC_FE_S13_
#> "014" "031"
#> JC4_401_HSC_FE_S13_ JC4_402_HSC_FE_S13_
#> "011" "011"
#> JC4_403_HSC_FE_S13_ JC4_404_HSC_FE_S13_
#> "011" "011"
#> JC4_405_HSC_FE_S13_ JC4_406_HSC_FE_S13_
#> "011" "011"
#> JC4_407_HSC_FE_S13_ JC4_408_HSC_FE_S13_
#> "011" "011"
#> JC4_409_HSC_FE_S13_ JC4_410_HSC_FE_S13_
#> "011" "011"
#> JC4_411_HSC_FE_S13_ JC4_412_HSC_FE_S13_
#> "011" "011"
#> JC4_413_HSC_FE_S13_ JC4_414_HSC_FE_S13_
#> "011" "011"
#> JC4_415_HSC_FE_S13_ JC4_416_HSC_FE_S13_
#> "011" "011"
#> JC4_417_HSC_FE_S13_ JC4_418_HSC_FE_S13_
#> "011" "011"
#> JC4_419_HSC_FE_S13_ JC4_420_HSC_FE_S13_
#> "011" "011"
#> JC4_421_HSC_FE_S13_ JC4_422_HSC_FE_S13_
#> "011" "011"
#> JC4_423_HSC_FE_S13_ JC4_424_HSC_FE_S13_
#> "011" "011"
#> JC4_425_HSC_FE_S13_ JC4_426_HSC_FE_S13_
#> "011" "011"
#> JC4_427_HSC_FE_S13_ JC4_428_HSC_FE_S13_
#> "011" "011"
#> JC4_429_HSC_FE_S13_ JC4_430_HSC_FE_S13_
#> "011" "011"
#> JC4_431_HSC_FE_S13_ JC4_432_HSC_FE_S13_
#> "011" "011"
#> JC4_433_HSC_FE_S13_ JC4_434_HSC_FE_S13_
#> "011" "011"
#> JC4_435_HSC_FE_S13_ JC4_436_HSC_FE_S13_
#> "011" "011"
#> JC20_1.1_FE_S25_ JC20_2.1_FE_S25_
#> "011" "011"
#> JC20_3.1_FE_S25_ JC20_4.1_FE_S25_
#> "011" "011"
#> JC20_5.1_FE_S25_ JC20_6.1_FE_S25_
#> "011" "011"
#> JC20_7.1_FE_S25_ JC20_8.1_FE_S25_
#> "011" "011"
#> JC20_9.1_FE_S25_ JC20_10.1_FE_S25_
#> "011" "011"
#> JC20_11.1_FE_S25_ JC20_12.1_FE_S25_
#> "011" "011"
#> JC20_1.2_FE_S25_ JC20_2.2_FE_S25_
#> "011" "011"
#> JC20_3.2_FE_S25_ JC20_4.2_FE_S25_
#> "011" "011"
#> JC20_5.2_FE_S25_ JC20_6.2_FE_S25_
#> "032" "011"
#> JC20_7.2_FE_S25_ JC20_8.2_FE_S25_
#> "011" "011"
#> JC20_9.2_FE_S25_ JC20_10.2_FE_S25_
#> "011" "011"
#> JC20_11.2_FE_S25_ JC20_12.2_FE_S25_
#> "011" "011"
#> JC20_13.1_FE_S25_ JC20_14.1_FE_S25_
#> "011" "011"
#> JC20_15.1_FE_S25_ JC20_16.1_FE_S25_
#> "011" "011"
#> JC20_17.1_FE_S25_ JC20_18.1_FE_S25_
#> "011" "014"
#> JC20_19.1_FE_S25_ JC20_20.1_FE_S25_
#> "011" "011"
#> JC20_21.1_FE_S25_ JC20_22.1_FE_S25_
#> "011" "011"
#> JC20_23.1_FE_S25_ JC20_24.1_FE_S25_
#> "012" "011"
#> JC20_13.2_FE_S25_ JC20_14.2_FE_S25_
#> "011" "011"
#> JC20_15.2_FE_S25_ JC20_16.2_FE_S25_
#> "011" "011"
#> JC20_17.2_FE_S25_ JC20_18.2_FE_S25_
#> "011" "011"
#> JC20_19.2_FE_S25_ JC20_20.2_FE_S25_
#> "011" "012"
#> JC20_21.2_FE_S25_ JC20_22.2_big_FE_S25_
#> "011" "011"
#> JC20_23.2_FE_S25_ JC20_24.2_FE_S25_
#> "011" "011"
#> JC20_25.1_FE_S25_ JC20_26.1_FE_S25_
#> "011" "012"
#> JC20_27.1_FE_S25_ JC20_29.1_FE_S25_
#> "011" "02112"
#> JC20_33.1_FE_S25_ JC20_34.1_FE_S25_
#> "011" "011"
#> JC20_36.1_FE_S25_ JC20_25.2_FE_S25_
#> "011" "011"
#> JC20_26.2_FE_S25_ JC20_27.2_FE_S25_
#> "011" "011"
#> JC20_28.2_FE_S25_ JC20_29.2_FE_S25_
#> "011" "011"
#> JC20_30.2_FE_S25_ JC20_31.2_FE_S25_
#> "011" "011"
#> JC20_33.2_FE_S25_ JC20_34.2_FE_S25_
#> "011" "011"
#> JC20_35.2_FE_S25_ JC20_36.2_FE_S25_
#> "011" "011"
#> JC20_37.1_FE_S25_ JC20_39.1_FE_S25_
#> "011" "011"
#> JC20_41.1_FE_S25_ JC20_42.1.1_FE_S25_
#> "011" "011"
#> JC20_43.1.1_FE_S25_ JC20_44.1.1_FE_S25_
#> "011" "011"
#> JC20_45.1.2_FE_S25_ JC20_46.1.2_FE_S25_
#> "011" "011"
#> JC20_48.1.2_FE_S25_ JC20_37.2_FE_S25_
#> "0131" "011"
#> JC20_38.2_FE_S25_ JC20_39.2_FE_S25_
#> "011" "011"
#> JC20_40.2_FE_S25_ JC20_41.2_FE_S25_
#> "011" "011"
#> JC20_42.2.1_FE_S25_ JC20_43.2.1_FE_S25_
#> "0131" "014"
#> JC20_44.2.1_FE_S25_ JC20_45.2.2_FE_S25_
#> "011" "011"
#> JC20_46.2.2_FE_S25_ JC20_47.2.2_FE_S25_
#> "014" "034"
#> JC20_48.2.2_FE_S25_ JC21_49.1_FE_S25_
#> "011" "011"
#> JC21_50.1_FE_S25_ JC21_51.1_FE_S25_
#> "012" "0221"
#> JC21_52.1_FE_S25_ JC21_53.1_FE_S25_
#> "011" "012"
#> JC21_54.1_FE_S25_ JC21_55.1_FE_S25_
#> "011" "012"
#> JC21_56.1_FE_S25_ JC21_57.1_FE_S25_
#> "014" "011"
#> JC21_58.1_FE_S25_ JC21_59.1_FE_S25_
#> "011" "011"
#> JC21_60.1_FE_S25_ JC21_49.2_FE_S25_
#> "011" "012"
#> JC21_50.2_FE_S25_ JC21_51.2_FE_S25_
#> "011" "0221"
#> JC21_52.2_FE_S25_ JC21_53.2_FE_S25_
#> "011" "012"
#> JC21_54.2_FE_S25_ JC21_55.2_FE_S25_
#> "011" "012"
#> JC21_56.2_FE_S25_ JC21_57.2_FE_S25_
#> "02112" "012"
#> JC21_58.2_FE_S25_ JC21_59.2_FE_S25_
#> "011" "012"
#> JC21_60.2_FE_S25_ JC21_61.1_FE_S25_
#> "0222" "012"
#> JC21_62.1_FE_S25_ JC21_63.1_FE_S25_
#> "012" "014"
#> JC21_64.1_FE_S25_ JC21_65.1_FE_S25_
#> "014" "011"
#> JC21_66.1_FE_S25_ JC21_67.1_FE_S25_
#> "011" "011"
#> JC21_68.1_FE_S25_ JC21_69.1_FE_S25_
#> "011" "034"
#> JC21_70.1_FE_S25_ JC21_71.1_FE_S25_
#> "011" "014"
#> JC21_72.1_FE_S25_ JC21_61.2_FE_S25_
#> "011" "012"
#> JC21_62.2_FE_S25_ JC21_63.2_FE_S25_
#> "012" "011"
#> JC21_64.2_FE_S25_ JC21_65.2_FE_S25_
#> "012" "012"
#> JC21_66.2_FE_S25_ JC21_67.2_FE_S25_
#> "023" "032"
#> JC21_68.2_FE_S25_ JC21_69.2_FE_S25_
#> "032" "011"
#> JC21_70.2_FE_S25_ JC21_71.2_FE_S25_
#> "011" "011"
#> JC21_72.2_FE_S25_ JC21_73.1_FE_S25_
#> "011" "011"
#> JC21_74.1_FE_S25_ JC21_75.1_FE_S25_
#> "014" "011"
#> JC21_76.1_FE_S25_ JC21_77.1_FE_S25_
#> "0223" "011"
#> JC21_78.1_FE_S25_ JC21_79.1_FE_S25_
#> "014" "011"
#> JC21_80.1_FE_S25_ JC21_81.1_FE_S25_
#> "011" "0132"
#> JC21_82.1_FE_S25_ JC21_83.1_FE_S25_
#> "011" "032"
#> JC21_84.1_FE_S25_ JC21_73.2_FE_S25_
#> "02112" "014"
#> JC21_74.2_FE_S25_ JC21_75.2_FE_S25_
#> "012" "011"
#> JC21_76.2_FE_S25_ JC21_77.2_FE_S25_
#> "0222" "011"
#> JC21_78.2_FE_S25_ JC21_79.2_FE_S25_
#> "011" "011"
#> JC21_80.2_FE_S25_ JC21_81.2_FE_S25_
#> "032" "011"
#> JC21_82.2_FE_S25_ JC21_83.2_FE_S25_
#> "011" "011"
#> JC21_84.2_FE_S25_ JC21_85.1_FE_S25_
#> "011" "011"
#> JC21_86.1_FE_S25_ JC21_87.1_FE_S25_
#> "011" "011"
#> JC21_88.1_FE_S25_ JC21_89.1_FE_S25_
#> "011" "011"
#> JC21_90.1_FE_S25_ JC21_91.1_FE_S25_
#> "011" "011"
#> JC21_92.1_FE_S25_ JC21_93.1_FE_S25_
#> "011" "011"
#> JC21_94.1_FE_S25_ JC21_95.1_FE_S25_
#> "011" "011"
#> JC21_96.1_FE_S25_ JC21_85.2_FE_S25_
#> "011" "012"
#> JC21_86.2_FE_S25_ JC21_87.2_FE_S25_
#> "011" "011"
#> JC21_88.2_FE_S25_ JC21_89.2_FE_S25_
#> "011" "011"
#> JC21_90.2_FE_S25_ JC21_91.2_FE_S25_
#> "011" "011"
#> JC21_92.2_FE_S25_ JC21_93.2_FE_S25_
#> "011" "011"
#> JC21_94.2_FE_S25_ JC21_95.2_FE_S25_
#> "011" "011"
#> JC21_96.2_FE_S25_ JC26_98.1_S32_
#> "011" "011"
#> JC26_99.1_S32_ JC26_100.1_W_S32_
#> "032" "02121"
#> JC26_101.1_S32_ JC26_102.1_S32_
#> "032" "011"
#> JC26_103.1_S32_ JC26_104.1_S32_
#> "0132" "0132"
#> JC26_106.1.3_S32_ JC26_108.1.3_S32_
#> "012" "011"
#> JC26_146_S32_ JC26_98.2_S32_
#> "032" "011"
#> JC26_99.2_S32_ JC26_100.2_W_S32_
#> "02111" "0223"
#> JC26_101.2_S32_ JC26_102.2_S32_
#> "011" "0131"
#> JC26_103.2_S32_ JC26_104.2_S32_
#> "014" "0222"
#> JC26_105.2.3_S32_ JC26_106.2.3_S32_
#> "012" "011"
#> JC26_107.2.3_S32_ JC26_108.2.3_S32_
#> "011" "012"
#> JC26_109.1.3_S32_ JC26_110.1.4_S32_
#> "014" "011"
#> JC26_111.1.4_S32_ JC26_112.1.4_S32_
#> "011" "0132"
#> JC26_113.1.4_S32_ JC26_114.1_S32_
#> "012" "032"
#> JC26_115.1.5_S32_ JC26_116.1.5_S32_
#> "014" "032"
#> JC26_117.1.5_S32_ JC26_118.1_S32_
#> "011" "034"
#> JC26_119.1_W.6_S32_ JC26_120.1.6_S32_
#> "0132" "014"
#> JC26_109.2.3_S32_ JC26_110.2.4_S32_
#> "032" "011"
#> JC26_111.2.4_S32_ JC26_112.2.4_S32_
#> "0223" "0132"
#> JC26_113.2.4_S32_ JC26_114.2_S32_
#> "014" "011"
#> JC26_115.2.5_S32_ JC26_116.2.5_S32_
#> "014" "0221"
#> JC26_117.2.5_S32_ JC26_118.2_S32_
#> "011" "011"
#> JC26_119.2_W.6_S32_ JC26_120.2.6_S32_
#> "034" "011"
#> JC26_121.1.6_S32_ JC26_122.1.6_S32_
#> "0221" "011"
#> JC26_123.1.6_S32_ JC26_125.1.6_S32_
#> "011" "023"
#> JC26_127.1_S32_ JC26_128.1.7_S32_
#> "032" "0222"
#> JC26_129.1_W.7_S32_ JC26_130.1.7_S32_
#> "011" "0222"
#> JC26_131.1.7_S32_ JC26_132.1.7_S32_
#> "02111" "023"
#> JC26_121.2.6_S32_ JC26_122.2.6_S32_
#> "032" "032"
#> JC26_123.2.6_S32_ JC26_124.2.6_S32_
#> "032" "014"
#> JC26_125.2.6_S32_ JC26_126.2_S32_
#> "014" "011"
#> JC26_127.2_S32_ JC26_128.2.7_S32_
#> "0131" "0223"
#> JC26_129.2_W.7_S32_ JC26_130.2.7_S32_
#> "011" "011"
#> JC26_131.2.7_S32_ JC26_132.2.7_S32_
#> "011" "011"
#> JC26_135.1.7_S32_ JC26_136.1.7_S32_
#> "014" "014"
#> JC26_137.1.8_S32_ JC26_147.8_S32_
#> "011" "011"
#> JC26_139.1.8_S32_ JC26_140.1.8_S32_
#> "011" "014"
#> JC26_141.1_S32_ JC26_142.1_S32_
#> "011" "011"
#> JC26_143.1_W_S32_ JC26_144.1_S32_
#> "0221" "011"
#> JC26_134.2.7_S32_ JC26_135.2.7_S32_
#> "011" "0131"
#> JC26_136.2.7_S32_ JC26_137.2.8_S32_
#> "0132" "012"
#> JC26_140.2.8_S32_ JC26_141.2_S32_
#> "011" "011"
#> JC26_143.2_W_S32_ JC26_144.2_S32_
#> "011" "011"
#> JC27_149.1_W.9_MA_S33_ JC27_151.1.9_MA_S33_
#> "011" "011"
#> JC27_152.1.9_MA_S33_ JC27_153.1.9_MA_S33_
#> "011" "011"
#> JC27_154.1.9_MA_S33_ JC27_155.1.9_MA_S33_
#> "011" "011"
#> JC27_156.1.9_MA_S33_ JC27_157.1_MA_S33_
#> "011" "02122"
#> JC27_158.1_MA_S33_ JC27_159.1_MA_S33_
#> "011" "011"
#> JC27_160.1_MA_S33_ JC27_149.2_W.9_MA_S33_
#> "011" "0213"
#> JC27_150.2.9_MA_S33_ JC27_151.2_big.9_MA_S33_
#> "011" "014"
#> JC27_152.2.9_MA_S33_ JC27_153.2.9_MA_S33_
#> "014" "032"
#> JC27_154.2.9_MA_S33_ JC27_155.2.9_MA_S33_
#> "011" "011"
#> JC27_156.2.9_MA_S33_ JC27_157.2_MA_S33_
#> "0132" "011"
#> JC27_158.2_MA_S33_ JC27_159.2_MA_S33_
#> "011" "0222"
#> JC27_160.2_MA_S33_ JC27_162.1_MA_S33_
#> "0222" "014"
#> JC27_163.1_MA_S33_ JC27_164.1_MA_S33_
#> "012" "02112"
#> JC27_165.1_MA_S33_ JC27_166.1_MA_S33_
#> "012" "012"
#> JC27_167.1_MA_S33_ JC27_168.1_MA_S33_
#> "011" "0223"
#> JC27_169.1_MA_S33_ JC27_170.1_MA_S33_
#> "012" "0221"
#> JC27_171.1_MA_S33_ JC27_172.1_MA_S33_
#> "014" "0222"
#> JC27_161.2_MA_S33_ JC27_162.2_MA_S33_
#> "0223" "011"
#> JC27_163.2_MA_S33_ JC27_164.2_MA_S33_
#> "0221" "034"
#> JC27_165.2_MA_S33_ JC27_166.2_MA_S33_
#> "014" "0131"
#> JC27_167.2_MA_S33_ JC27_168.2_MA_S33_
#> "0132" "02121"
#> JC27_169.2_MA_S33_ JC27_170.2_MA_S33_
#> "0222" "012"
#> JC27_172.2_MA_S33_ JC27_173.1_MA_S33_
#> "0223" "0131"
#> JC27_174.1_MA_S33_ JC27_175.1_MA_S33_
#> "0132" "0221"
#> JC27_177.1_big_MA_S33_ JC27_178.1_MA_S33_
#> "011" "0221"
#> JC27_180.1_W_MA_S33_ JC27_181.1_MA_S33_
#> "011" "012"
#> JC27_182.1_W_MA_S33_ JC27_183.1_MA_S33_
#> "014" "0223"
#> JC27_184.1_MA_S33_ JC27_173.2_big_MA_S33_
#> "02122" "011"
#> JC27_174.2_MA_S33_ JC27_175.2_MA_S33_
#> "023" "0132"
#> JC27_176.2_W_MA_S33_ JC27_177.2_MA_S33_
#> "012" "011"
#> JC27_178.2_MA_S33_ JC27_179.2_MA_S33_
#> "011" "011"
#> JC27_180.2_W_MA_S33_ JC27_181.2_big_MA_S33_
#> "014" "011"
#> JC27_182.2_W_MA_S33_ JC27_183.2_MA_S33_
#> "011" "011"
#> JC27_184.2_MA_S33_ JC27_185.1_MA_S33_
#> "012" "0221"
#> JC27_186.1_MA_S33_ JC27_187.1_MA_S33_
#> "011" "014"
#> JC27_188.1_MA_S33_ JC27_189.1_MA_S33_
#> "011" "014"
#> JC27_190.1_MA_S33_ JC27_191.1_MA_S33_
#> "011" "014"
#> JC27_192.1_W_MA_S33_ JC27_193.1_._big_MA_S33_
#> "0213" "014"
#> JC27_193.3_MA_S33_ JC27_195.1_MA_S33_
#> "011" "02121"
#> JC27_196.1_MA_S33_ JC27_185.2_MA_S33_
#> "02111" "011"
#> JC27_186.2_MA_S33_ JC27_187.2_MA_S33_
#> "011" "02122"
#> JC27_188.2_MA_S33_ JC27_189.2_MA_S33_
#> "02112" "011"
#> JC27_190.2_MA_S33_ JC27_191.2_MA_S33_
#> "0132" "014"
#> JC27_192.2_W_MA_S33_ JC27_193.2_MA_S33_
#> "011" "011"
#> JC27_193.4_MA_S33_ JC27_195.2_MA_S33_
#> "0132" "011"
#> JC27_196.2_MA_S33_ JC28_197.1_FE_S33_
#> "011" "014"
#> JC28_198.1_FE_S33_ JC28_200.1.23_FE_S33_
#> "011" "011"
#> JC28_201.1.23_FE_S33_ JC28_202.1_FE_S33_
#> "011" "011"
#> JC28_203.1_FE_S33_ JC28_205.1_FE_S33_
#> "011" "011"
#> JC28_206.1_FE_S33_ JC28_207.1_FE_S33_
#> "011" "011"
#> JC28_208.1_FE_S33_ JC28_197.2_FE_S33_
#> "011" "011"
#> JC28_198.2_big_FE_S33_ JC28_199.2.23_FE_S33_
#> "011" "011"
#> JC28_201.2.23_FE_S33_ JC28_202.2_FE_S33_
#> "011" "014"
#> JC28_203.2_FE_S33_ JC28_204.2_FE_S33_
#> "0132" "011"
#> JC28_205.2_FE_S33_ JC28_206.2_FE_S33_
#> "011" "014"
#> JC28_207.2_FE_S33_ JC28_208.2_FE_S33_
#> "011" "011"
#> JC28_210.1_FE_S33_ JC28_211.1_FE_S33_
#> "011" "014"
#> JC28_212.1_FE_S33_ JC28_213.1.26_FE_S33_
#> "023" "011"
#> JC28_214.1.26_FE_S33_ JC28_215.1.26_FE_S33_
#> "0132" "014"
#> JC28_216.1.26_FE_S33_ JC28_217.1.26_FE_S33_
#> "011" "034"
#> JC28_218.1_FE_S33_ JC28_220.1_FE_S33_
#> "014" "011"
#> JC28_209.2_FE_S33_ JC28_210.2_FE_S33_
#> "011" "034"
#> JC28_211.2_FE_S33_ JC28_212.2_FE_S33_
#> "023" "023"
#> JC28_214.2.26_FE_S33_ JC28_216.2.26_FE_S33_
#> "023" "011"
#> JC28_217.2.26_FE_S33_ JC28_218.2_FE_S33_
#> "014" "014"
#> JC28_219.2_FE_S33_ JC28_220.2_FE_S33_
#> "0223" "02121"
#> JC28_222.1_FE_S33_ JC28_223.1_FE_S33_
#> "011" "032"
#> JC28_228.1.29_FE_S33_ JC28_229.1.29_FE_S33_
#> "011" "023"
#> JC28_230.1.29_FE_S33_ JC28_231.1_FE_S33_
#> "023" "011"
#> JC28_232.1_FE_S33_ JC28_221.2_FE_S33_
#> "011" "011"
#> JC28_222.2_FE_S33_ JC28_223.2_FE_S33_
#> "011" "011"
#> JC28_224.2_FE_S33_ JC28_225.2.29_FE_S33_
#> "014" "011"
#> JC28_226.2.29_FE_S33_ JC28_227.2.29_FE_S33_
#> "011" "011"
#> JC28_229.2.29_FE_S33_ JC28_230.2.29_FE_S33_
#> "011" "011"
#> JC28_232.2_FE_S33_ JC28_233.3_T_FE_S33_
#> "014" "032"
#> JC28_235.1_FE_S33_ JC28_236.1_FE_S33_
#> "011" "011"
#> JC28_237.1_FE_S33_ JC28_238.1_FE_S33_
#> "011" "011"
#> JC28_239.1_FE_S33_ JC28_240.1_FE_S33_
#> "011" "011"
#> JC28_241.1_FE_S33_ JC28_242.1_FE_S33_
#> "011" "011"
#> JC28_243.1_FE_S33_ JC28_244.1_FE_S33_
#> "011" "011"
#> JC28_233.2_T_FE_S33_ JC28_234.2_FE_S33_
#> "011" "011"
#> JC28_235.2_FE_S33_ JC28_236.2_FE_S33_
#> "011" "011"
#> JC28_237.2_FE_S33_ JC28_238.2_FE_S33_
#> "011" "011"
#> JC28_239.2_FE_S33_ JC28_240.2_FE_S33_
#> "011" "011"
#> JC28_241.2_FE_S33_ JC28_242.2_FE_S33_
#> "011" "011"
#> JC28_243.2_FE_S33_ JC30_245.1_MA
#> "011" "014"
#> JC30_246.1_MA JC30_247.1_MA
#> "011" "011"
#> JC30_248.1.32_MA JC30_249.1.32_MA
#> "014" "012"
#> JC30_250.1.32_MA JC30_251.1_MA
#> "011" "011"
#> JC30_252.1_T_MA JC30_252.3_T_MA
#> "034" "014"
#> JC30_254.1_MA JC30_255.1_MA
#> "014" "012"
#> JC30_256.1_MA JC30_245.2_MA
#> "011" "012"
#> JC30_246.2_MA JC30_247.2_MA
#> "0222" "012"
#> JC30_248.2.32_MA JC30_249.2.32_MA
#> "011" "011"
#> JC30_250.2.32_MA JC30_251.2_MA
#> "011" "011"
#> JC30_252.2_T_MA JC30_254.3_MA
#> "011" "011"
#> JC30_254.2_._MA JC30_255.2_MA
#> "011" "0131"
#> JC30_256.2_MA JC30_257.1_MA
#> "011" "011"
#> JC30_258.1.33_MA JC30_259.1_W.33_MA
#> "011" "011"
#> JC30_260.1_W.33_MA JC30_261.1.34_MA
#> "011" "011"
#> JC30_261.3.34_MA JC30_263.1.34_MA
#> "011" "011"
#> JC30_264.1_W.34_MA JC30_265.1_MA
#> "011" "012"
#> JC30_265.3_._big_MA JC30_265.4_MA
#> "014" "011"
#> JC30_268.1_MA JC30_257.2_MA
#> "034" "011"
#> JC30_258.2.33_MA JC30_259.2_W.33_MA
#> "011" "011"
#> JC30_260.2_W.33_MA JC30_261.2_..34_MA
#> "011" "011"
#> JC30_261.4.34_MA JC30_263.2.34_MA
#> "011" "011"
#> JC30_264.2_W.34_MA JC30_265.2_MA
#> "011" "011"
#> JC30_265.5_MA JC30_265.6_MA
#> "011" "014"
#> JC30_268.2_MA JC30_269.1_W_MA
#> "034" "011"
#> JC30_270.1_W_MA JC30_271.1_W_MA
#> "011" "011"
#> JC30_272.1_W_MA JC30_273.1_MA
#> "012" "011"
#> JC30_273.3_MA JC30_275.1_T_MA
#> "014" "011"
#> JC30_276.1_MA JC30_277.1_T_MA
#> "011" "011"
#> JC30_277.3_T_MA JC30_279.1_MA
#> "011" "011"
#> JC30_280.1_MA JC30_269.2_W_MA
#> "011" "011"
#> JC30_270.2_W_MA JC30_271.2_W_MA
#> "011" "011"
#> JC30_272.2_W_MA JC30_273.2_._MA
#> "011" "011"
#> JC30_275.3_T_MA JC30_275.2_T_MA
#> "011" "011"
#> JC30_276.2_MA JC30_277.2_T_MA
#> "011" "011"
#> JC30_279.3_._MA JC30_279.2_MA
#> "011" "011"
#> JC30_280.2_MA JC30_281.1_MA
#> "011" "011"
#> JC30_282.1_MA JC30_283.1_MA
#> "011" "011"
#> JC30_284.1_MA JC30_285.1_MA
#> "011" "011"
#> JC30_286.1_MA JC30_287.1_MA
#> "011" "011"
#> JC30_288.1_._MA JC30_288.3_MA
#> "014" "011"
#> JC30_290.1_MA JC30_291.1_MA
#> "011" "011"
#> JC30_292.1_MA JC30_281.2_MA
#> "011" "011"
#> JC30_282.2_MA JC30_283.2_MA
#> "011" "032"
#> JC30_284.2_MA JC30_285.2_MA
#> "011" "011"
#> JC30_286.2_MA JC30_287.2_MA
#> "011" "011"
#> JC30_288.2_MA JC30_289.2_MA
#> "011" "011"
#> JC30_289.1_MA JC30_291.2_MA
#> "014" "011"
#> JC30_292.2_MA JC32_293.1_W_
#> "011" "011"
#> JC32_294.1.37_ JC32_295.1_T.37_
#> "0132" "011"
#> JC32_296.1_T.37_ JC32_296.3_T.37_
#> "011" "0132"
#> JC32_298.1.37_ JC32_300.2_..38_
#> "0222" "034"
#> JC32_300.3_..38_ JC32_302.1.38_
#> "011" "011"
#> JC32_303.1.38_ JC32_293.2_W_
#> "034" "011"
#> JC32_294.2.37_ JC32_295.2_T_W.37_
#> "011" "011"
#> JC32_296.2_T.37_ JC32_295.3_T_W.37_
#> "011" "011"
#> JC32_298.2_big.37_ JC32_299.2_
#> "011" "011"
#> JC32_300.1_..38_ JC32_300.4_..38_
#> "011" "011"
#> JC32_302.2.38_ JC32_303.2.38_
#> "011" "011"
#> JC32_304.2.39_ JC32_305.1.39_
#> "011" "011"
#> JC32_306.1.39_ JC32_307.1.39_
#> "011" "011"
#> JC32_308.1.40_ JC32_309.1_..40_
#> "011" "011"
#> JC32_309.3.40_ JC32_311.1.40_
#> "011" "011"
#> JC32_312.1.40_ JC32_314.1.41_
#> "011" "011"
#> JC32_315.1_T.41_ JC32_315.3_T.41_
#> "02122" "012"
#> JC32_305.2.39_ JC32_306.2.39_
#> "011" "011"
#> JC32_307.2.39_ JC32_308.2.40_
#> "0131" "011"
#> JC32_309.2.40_ JC32_309.4.40_
#> "0132" "011"
#> JC32_311.2.40_ JC32_312.2.40_
#> "011" "011"
#> JC32_313.2.40_ JC32_314.2.41_
#> "011" "011"
#> JC32_315.2_T.41_ JC32_317.3.41_
#> "0131" "011"
#> JC32_317.1.41_ JC32_318.1.41_
#> "011" "011"
#> JC32_319.1.41_ JC32_320.1.41_
#> "0132" "014"
#> JC32_321.1.41_ JC32_322.1.41_
#> "011" "0213"
#> JC32_323.1.42_ JC32_324.1.42_
#> "0213" "011"
#> JC32_325.1_W.42_ JC32_326.1_..42_
#> "011" "011"
#> JC32_326.3.42_ JC32_328.1.43_
#> "011" "0132"
#> JC32_317.2_..41_ JC32_318.2.41_
#> "011" "011"
#> JC32_319.2.41_ JC32_320.2.41_
#> "011" "011"
#> JC32_321.2.41_ JC32_322.2.41_
#> "011" "011"
#> JC32_323.2.42_ JC32_324.2.42_
#> "011" "032"
#> JC32_325.2_W.42_ JC32_326.2.42_
#> "011" "011"
#> JC32_327.2.42_ JC32_328.2.43_
#> "011" "011"
#> JC32_329.1.43_ JC32_330.1.43_
#> "032" "034"
#> JC32_331.1.43_ JC32_331.3.43_
#> "011" "011"
#> JC32_333.1.43_ JC32_334.1.44_
#> "011" "011"
#> JC32_335.1.44_ JC32_336.1.44_
#> "011" "011"
#> JC32_337.1.44_ JC32_338.1.44_
#> "011" "0131"
#> JC32_338.3_._big.44_ JC32_340.1_T_
#> "032" "011"
#> JC32_329.2.43_ JC32_330.2.43_
#> "0132" "0222"
#> JC32_331.2.43_ JC32_331.4_._big.43_
#> "011" "011"
#> JC32_333.2.43_ JC32_334.2.44_
#> "0131" "011"
#> JC32_335.2.44_ JC32_336.2.44_
#> "023" "011"
#> JC32_337.2.44_ JC32_338.2.44_
#> "011" "0132"
#> JC32_340.3_T_ JC32_340.2_T_
#> "0221" "0132"
#> JC35_437.1.45_MA_S45_ JC35_437.3_._big.45_MA_S45_
#> "011" "0131"
#> JC35_437.5.45_MA_S45_ JC35_437.7.45_MA_S45_
#> "011" "011"
#> JC35_441.1.46_MA_S45_ JC35_442.1.46_MA_S45_
#> "011" "011"
#> JC35_443.1.47_MA_S45_ JC35_444.1_T.47_MA_S45_
#> "011" "011"
#> JC35_444.3_T.47_MA_S45_ JC35_446.1.48_MA_S45_
#> "011" "011"
#> JC35_447.1.48_MA_S45_ JC35_448.1.48_MA_S45_
#> "011" "011"
#> JC35_437.2.45_MA_S45_ JC35_437.4.45_MA_S45_
#> "011" "011"
#> JC35_437.6.45_MA_S45_ JC35_437.8.45_MA_S45_
#> "011" "011"
#> JC35_441.2.46_MA_S45_ JC35_442.2.46_MA_S45_
#> "011" "011"
#> JC35_443.2.47_MA_S45_ JC35_444.2_T.47_MA_S45_
#> "011" "011"
#> JC35_451.3_._big.48_MA_S45_ JC35_446.2.48_MA_S45_
#> "011" "011"
#> JC35_447.2.48_MA_S45_ JC35_448.2.48_MA_S45_
#> "011" "012"
#> JC35_449.1.48_MA_S45_ JC35_450.1.48_MA_S45_
#> "014" "011"
#> JC35_451.1.48_MA_S45_ JC35_452.1_adi_MA_S45_
#> "011" "011"
#> JC35_453.1_._MA_S45_ JC35_453.3_MA_S45_
#> "012" "011"
#> JC35_455.1_T_MA_S45_ JC35_456.1.49_MA_S45_
#> "011" "034"
#> JC35_457.1.49_MA_S45_ JC35_458.1.49_MA_S45_
#> "0131" "014"
#> JC35_459.1.50_MA_S45_ JC35_460.1.50_MA_S45_
#> "012" "012"
#> JC35_449.2.48_MA_S45_ JC35_450.2.48_MA_S45_
#> "011" "011"
#> JC35_451.2.48_MA_S45_ JC35_445.1_adi_MA_S45_
#> "014" "011"
#> JC35_453.2_MA_S45_ JC35_455.3_T_MA_S45_
#> "012" "011"
#> JC35_455.2_T_MA_S45_ JC35_456.2.49_MA_S45_
#> "0222" "034"
#> JC35_457.2.49_MA_S45_ JC35_458.2.49_MA_S45_
#> "032" "034"
#> JC35_459.2.50_MA_S45_ JC35_460.2.50_MA_S45_
#> "011" "012"
#> JC35_461.1_._MA_S45_ JC35_461.4_._MA_S45_
#> "011" "011"
#> JC35_463.1_MA_S45_ JC35_464.1.51_MA_S45_
#> "011" "0131"
#> JC35_465.1_T.51_MA_S45_ JC35_465.3_T.51_MA_S45_
#> "011" "011"
#> JC35_467.3_..52_MA_S45_ JC35_467.4_..52_MA_S45_
#> "011" "011"
#> JC35_469.1_T.52_MA_S45_ JC35_470.1_._MA_S45_
#> "0222" "011"
#> JC35_470.3_MA_S45_ JC35_472.1_MA_S45_
#> "011" "012"
#> JC35_461.2_._MA_S45_ JC35_461.3_._MA_S45_
#> "011" "032"
#> JC35_463.2_MA_S45_ JC35_464.2.51_MA_S45_
#> "011" "012"
#> JC35_465.2_T.51_MA_S45_ JC35_467.1_..52_MA_S45_
#> "011" "011"
#> JC35_467.2_..52_MA_S45_ JC35_469.3_T.52_MA_S45_
#> "011" "0131"
#> JC35_469.2_T.52_MA_S45_ JC35_470.2_MA_S45_
#> "011" "011"
#> JC35_475.3_T_MA_S45_ JC35_484.1_MA_S45_
#> "011" "011"
#> JC35_473.1_MA_S45_ JC35_474.1_MA_S45_
#> "012" "014"
#> JC35_475.1_T_MA_S45_ JC35_476.1_W.53_MA_S45_
#> "011" "012"
#> JC35_477.1.53_MA_S45_ JC35_478.1.53_MA_S45_
#> "011" "011"
#> JC35_479.1_MA_S45_ JC35_480.1_W.54_MA_S45_
#> "011" "0131"
#> JC35_481.1.54_MA_S45_ JC35_482.1.55_MA_S45_
#> "011" "0131"
#> JC35_483.1_W.55_MA_S45_ JC35_472.2_MA_S45_
#> "011" "011"
#> JC35_473.2_MA_S45_ JC35_474.2_MA_S45_
#> "011" "014"
#> JC35_475.2_T_MA_S45_ JC35_476.2_W.53_MA_S45_
#> "011" "011"
#> JC35_477.2.53_MA_S45_ JC35_478.2.53_MA_S45_
#> "011" "014"
#> JC35_479.2_MA_S45_ JC35_480.2_W.54_MA_S45_
#> "011" "011"
#> JC35_481.2.54_MA_S45_ JC35_482.2.55_MA_S45_
#> "011" "012"
#> JC35_483.2_W.55_MA_S45_ JC35_484.2_MA_S45_
#> "011" "011"
#> JC36_486.1_T.56_MA_S46_ JC36_486.3_T.56_MA_S46_
#> "02122" "0221"
#> JC36_488.1.56_MA_S46_ JC36_490.4_._W.57_MA_S46_
#> "033" "012"
#> JC36_492.3.57_MA_S46_ JC36_494.1.58_MA_S46_
#> "012" "02121"
#> JC36_495.1.58_MA_S46_ JC36_496.1.58_MA_S46_
#> "012" "011"
#> JC36_486.2_T.56_MA_S46_ JC36_488.3_..56_MA_S46_
#> "011" "0221"
#> JC36_488.2.56_MA_S46_ JC36_489.2.56_MA_S46_
#> "014" "012"
#> JC36_490.2_._W.57_MA_S46_ JC36_490.3_._W.57_MA_S46_
#> "012" "012"
#> JC36_492.2.57_MA_S46_ JC36_495.3_..58_MA_S46_
#> "011" "012"
#> JC36_494.2.58_MA_S46_ JC36_495.2.58_MA_S46_
#> "012" "012"
#> JC36_497.1_W.58_MA_S46_ JC36_499.1_W_MA_S46_
#> "02112" "032"
#> JC36_500.1_MA_S46_ JC36_501.1_._MA_S46_
#> "012" "0213"
#> JC36_501.3_MA_S46_ JC36_503.1_._adi_MA_S46_
#> "02122" "0131"
#> JC36_505.1.59_MA_S46_ JC36_506.1.59_MA_S46_
#> "032" "0222"
#> JC36_507.3.59_MA_S46_ JC36_497.2_W.58_MA_S46_
#> "012" "032"
#> JC36_499.2_W_MA_S46_ JC36_500.2_MA_S46_
#> "0221" "012"
#> JC36_501.2_MA_S46_ JC36_503.3_MA_S46_
#> "02122" "014"
#> JC36_503.2_MA_S46_ JC36_504.2.59_MA_S46_
#> "014" "032"
#> JC36_505.2.59_MA_S46_ JC36_506.2.59_MA_S46_
#> "012" "012"
#> JC36_507.2.59_MA_S46_ JC36_520.3_T_MA_S46_
#> "012" "0221"
#> JC36_511.1_W.61_MA_S46_ JC36_513.1_MA_S46_
#> "0223" "02122"
#> JC36_514.1.62_MA_S46_ JC36_515.1_._big.62_MA_S46_
#> "014" "0222"
#> JC36_515.3.62_MA_S46_ JC36_515.5.62_MA_S46_
#> "012" "012"
#> JC36_518.1_._MA_S46_ JC36_519.3_._MA_S46_
#> "014" "0213"
#> JC36_520.1_T_MA_S46_ JC36_511.2_W.61_MA_S46_
#> "012" "032"
#> JC36_512.2_W.61_MA_S46_ JC36_513.2_MA_S46_
#> "0131" "012"
#> JC36_514.2.62_MA_S46_ JC36_515.2.62_MA_S46_
#> "011" "011"
#> JC36_515.4.62_MA_S46_ JC36_515.6.62_MA_S46_
#> "012" "014"
#> JC36_518.2_._MA_S46_ JC36_519.4_._MA_S46_
#> "011" "034"
#> JC36_520.2_T_MA_S46_ JC36_521.1_MA_S46_
#> "0222" "0221"
#> JC36_523.1.63_MA_S46_ JC36_524.1_..63_MA_S46_
#> "011" "014"
#> JC36_524.3.63_MA_S46_ JC36_524.5.63_MA_S46_
#> "011" "014"
#> JC36_527.1_MA_S46_ JC36_528.1_MA_S46_
#> "012" "012"
#> JC36_529.1_._MA_S46_ JC36_530.1_._MA_S46_
#> "011" "0221"
#> JC36_531.1_MA_S46_ JC36_532.1_MA_S46_
#> "0132" "0223"
#> JC36_521.2_MA_S46_ JC36_522.2_MA_S46_
#> "011" "012"
#> JC36_523.2.63_MA_S46_ JC36_524.2.63_MA_S46_
#> "012" "012"
#> JC36_524.4.63_MA_S46_ JC36_531.3_._MA_S46_
#> "032" "014"
#> JC36_527.2_MA_S46_ JC36_528.2_MA_S46_
#> "0223" "012"
#> JC36_529.2_._MA_S46_ JC36_530.2_._MA_S46_
#> "02121" "0222"
#> JC36_531.2_MA_S46_ JC36_532.2_MA_S46_
#> "0213" "0223"
#> JC37_533.1_W.64_MA_S46_ JC37_533.3.64_MA_S46_
#> "023" "034"
#> JC37_534.1.64_MA_S46_ JC37_534.4.64_MA_S46_
#> "012" "032"
#> JC37_537.1_MA_S46_ JC37_538.1_MA_S46_
#> "0132" "02121"
#> JC37_539.1_..65_MA_S46_ JC37_539.3.65_MA_S46_
#> "014" "012"
#> JC37_541.1.65_MA_S46_ JC37_542.1.65_MA_S46_
#> "014" "02112"
#> JC37_543.1.65_MA_S46_ JC37_544.1_..65_MA_S46_
#> "02122" "02122"
#> JC37_533.2_._W.64_MA_S46_ JC37_534.3.64_MA_S46_
#> "0131" "012"
#> JC37_534.5.64_MA_S46_ JC37_537.2_MA_S46_
#> "0132" "0132"
#> JC37_538.2_MA_S46_ JC37_539.2.65_MA_S46_
#> "012" "014"
#> JC37_544.3.65_MA_S46_ JC37_541.2.65_MA_S46_
#> "032" "02121"
#> JC37_542.2.65_MA_S46_ JC37_544.2.65_MA_S46_
#> "0132" "032"
#> JC37_545.1_T.65_MA_S46_ JC37_545.3_T.65_MA_S46_
#> "02121" "032"
#> JC37_547.1_MA_S46_ JC37_548.1_MA_S46_
#> "02121" "02112"
#> JC37_549.1_MA_S46_ JC37_550.1_._MA_S46_
#> "011" "02112"
#> JC37_551.1_MA_S46_ JC37_553.3_MA_S46_
#> "032" "0213"
#> JC37_553.1_._big_adi_MA_S46_ JC37_554.1_MA_S46_
#> "0222" "0213"
#> JC37_555.1.66_MA_S46_ JC37_556.1.66_MA_S46_
#> "0223" "012"
#> JC37_545.2_T.65_MA_S46_ JC37_550.3_MA_S46_
#> "02122" "032"
#> JC37_547.2_MA_S46_ JC37_548.2_MA_S46_
#> "012" "0221"
#> JC37_549.2_MA_S46_ JC37_550.2_MA_S46_
#> "012" "0222"
#> JC37_551.2_MA_S46_ JC37_553.4_MA_S46_
#> "012" "02121"
#> JC37_553.2_MA_S46_ JC37_554.2_MA_S46_
#> "02112" "012"
#> JC37_555.2.66_MA_S46_ JC37_556.2.66_MA_S46_
#> "0223" "031"
#> JC37_557.1_ery.66_MA_S46_ JC37_558.1.66_MA_S46_
#> "014" "012"
#> JC37_559.1_ery.66_MA_S46_ JC37_560.1_MA_S46_
#> "011" "0221"
#> JC37_561.1_ery_MA_S46_ JC37_562.4_..67_MA_S46_
#> "032" "023"
#> JC37_564.1.67_MA_S46_ JC37_566.1.67_MA_S46_
#> "0223" "011"
#> JC37_567.1_ery.67_MA_S46_ JC37_568.1_MA_S46_
#> "032" "0223"
#> JC37_558.2_ery.66_MA_S46_ JC37_559.2_ery.66_MA_S46_
#> "011" "011"
#> JC37_560.2_MA_S46_ JC37_561.2_MA_S46_
#> "0221" "012"
#> JC37_562.2_._ery.67_MA_S46_ JC37_562.3_..67_MA_S46_
#> "011" "011"
#> JC37_564.2.67_MA_S46_ JC37_565.2.67_MA_S46_
#> "0213" "011"
#> JC37_566.2.67_MA_S46_ JC37_567.2.67_MA_S46_
#> "011" "014"
#> JC37_570.1.68_MA_S46_ JC37_571.1_..68_MA_S46_
#> "02122" "011"
#> JC37_571.4_..68_MA_S46_ JC37_573.1_MA_S46_
#> "0213" "011"
#> JC37_574.1_T_MA_S46_ JC37_574.3_T_MA_S46_
#> "011" "011"
#> JC37_576.1_T_W.69_MA_S46_ JC37_577.1.69_MA_S46_
#> "034" "011"
#> JC37_578.1_MA_S46_ JC37_579.1_._MA_S46_
#> "012" "02122"
#> JC37_579.3_MA_S46_ JC37_569.2_MA_S46_
#> "02121" "011"
#> JC37_570.2.68_MA_S46_ JC37_571.3_..68_MA_S46_
#> "0221" "0131"
#> JC37_573.2_MA_S46_ JC37_574.2_T_MA_S46_
#> "032" "0132"
#> JC37_576.3_T_W.69_MA_S46_ JC37_576.2_T.69_MA_S46_
#> "023" "0222"
#> JC37_577.2.69_MA_S46_ JC37_578.2_MA_S46_
#> "0213" "012"
#> JC37_579.2_MA_S46_ JC39_581.3.70_FE_S23_
#> "023" "023"
#> JC39_583.1.70_FE_S23_ JC39_585.1_T.70_FE_S23_
#> "0132" "014"
#> JC39_585.3_T.70_FE_S23_ JC39_587.1.70_FE_S23_
#> "034" "02112"
#> JC39_588.1.70_FE_S23_ JC39_589.3.71_FE_S23_
#> "034" "032"
#> JC39_591.3_..71_FE_S23_ JC39_591.4_..71_FE_S23_
#> "02122" "02112"
#> JC39_581.2.70_FE_S23_ JC39_581.4.70_FE_S23_
#> "023" "0131"
#> JC39_583.2.70_FE_S23_ JC39_584.2_div.70_FE_S23_
#> "031" "014"
#> JC39_585.2_T.70_FE_S23_ JC39_588.3.70_FE_S23_
#> "02112" "02112"
#> JC39_587.2.70_FE_S23_ JC39_588.2_..70_FE_S23_
#> "0131" "0213"
#> JC39_589.2.71_FE_S23_ JC39_591.1_..71_FE_S23_
#> "0132" "034"
#> JC39_591.2_..71_FE_S23_ JC39_594.3.71_FE_S23_
#> "023" "023"
#> JC39_593.1.71_FE_S23_ JC39_594.1_..71_FE_S23_
#> "0131" "0221"
#> JC39_595.1.72_FE_S23_ JC39_596.1.72_FE_S23_
#> "012" "023"
#> JC39_597.1_T_FE_S23_ JC39_597.3_T_FE_S23_
#> "011" "0132"
#> JC39_599.1_FE_S23_ JC39_600.1_._FE_S23_
#> "0221" "0223"
#> JC39_601.1_FE_S23_ JC39_602.1_FE_S23_
#> "012" "012"
#> JC39_603.1_T_FE_S23_ JC39_604.1_FE_S23_
#> "0223" "034"
#> JC39_593.2.71_FE_S23_ JC39_594.2.71_FE_S23_
#> "014" "02112"
#> JC39_595.2.72_FE_S23_ JC39_596.2.72_FE_S23_
#> "012" "012"
#> JC39_597.2_T_FE_S23_ JC39_603.3_T_FE_S23_
#> "0132" "0131"
#> JC39_599.2_FE_S23_ JC39_600.2_FE_S23_
#> "0132" "012"
#> JC39_601.2_FE_S23_ JC39_602.2_FE_S23_
#> "02122" "0223"
#> JC39_603.2_T_FE_S23_ JC39_604.2_FE_S23_
#> "0131" "0222"
#> JC39_605.1_FE_S23_ JC39_606.1_FE_S23_
#> "02121" "0213"
#> JC39_607.1_FE_S23_ JC39_608.1_._FE_S23_
#> "0213" "0221"
#> JC39_608.3_FE_S23_ JC39_610.1_FE_S23_
#> "0213" "02112"
#> JC39_611.1_FE_S23_ JC39_612.1.73_FE_S23_
#> "02112" "0213"
#> JC39_613.1_..73_FE_S23_ JC39_613.3.73_FE_S23_
#> "02122" "023"
#> JC39_615.1_FE_S23_ JC39_616.1_FE_S23_
#> "012" "0132"
#> JC39_605.2_FE_S23_ JC39_606.2_FE_S23_
#> "0223" "0131"
#> JC39_607.2_FE_S23_ JC39_608.2_FE_S23_
#> "02112" "0132"
#> JC39_618.4_._FE_S23_ JC39_610.2_FE_S23_
#> "011" "014"
#> JC39_611.2_FE_S23_ JC39_612.2.73_FE_S23_
#> "011" "02112"
#> JC39_613.2.73_FE_S23_ JC39_613.4.73_FE_S23_
#> "011" "023"
#> JC39_615.2_FE_S23_ JC39_616.2_FE_S23_
#> "034" "023"
#> JC39_617.1_FE_S23_ JC39_618.3_._FE_S23_
#> "0221" "012"
#> JC39_619.1_FE_S23_ JC39_620.1_FE_S23_
#> "011" "0132"
#> JC39_621.1_._FE_S23_ JC39_621.3_FE_S23_
#> "011" "011"
#> JC39_623.1_FE_S23_ JC39_624.1_T_FE_S23_
#> "014" "032"
#> JC39_624.3_T_FE_S23_ JC39_626.1_T_FE_S23_
#> "011" "014"
#> JC39_627.1_FE_S23_ JC39_628.1_FE_S23_
#> "0221" "012"
#> JC39_618.1_._FE_S23_ JC39_618.2_._FE_S23_
#> "012" "012"
#> JC39_619.2_FE_S23_ JC39_620.2_FE_S23_
#> "032" "012"
#> JC39_621.2_FE_S23_ JC39_623.3_FE_S23_
#> "0213" "034"
#> JC39_623.2_._FE_S23_ JC39_624.2_T_FE_S23_
#> "02122" "014"
#> JC39_626.3_T_FE_S23_ JC39_626.2_T_FE_S23_
#> "034" "0223"
#> JC39_627.2_FE_S23_ JC39_628.2_FE_S23_
#> "0221" "012"
#> JC40_629.1.74_FE_S23_ JC40_630.1.74_FE_S23_
#> "011" "0131"
#> JC40_631.1.74_FE_S23_ JC40_632.1.75_FE_S23_
#> "011" "0213"
#> JC40_633.1.75_FE_S23_ JC40_634.1.75_FE_S23_
#> "023" "011"
#> JC40_635.1_T.76_FE_S23_ JC40_635.3_T.76_FE_S23_
#> "011" "011"
#> JC40_637.1.76_FE_S23_ JC40_638.1_T.76_FE_S23_
#> "012" "012"
#> JC40_639.1_FE_S23_ JC40_640.1_FE_S23_
#> "012" "0131"
#> JC40_629.2.74_FE_S23_ JC40_630.2.74_FE_S23_
#> "011" "012"
#> JC40_631.2.74_FE_S23_ JC40_632.2.75_FE_S23_
#> "011" "0222"
#> JC40_633.2.75_FE_S23_ JC40_634.2.75_FE_S23_
#> "0222" "014"
#> JC40_635.2_T.76_FE_S23_ JC40_638.3_T.76_FE_S23_
#> "011" "011"
#> JC40_637.2.76_FE_S23_ JC40_638.2_T.76_FE_S23_
#> "011" "0131"
#> JC40_639.2_FE_S23_ JC40_640.2_FE_S23_
#> "012" "032"
#> JC40_641.1_FE_S23_ JC40_642.1_FE_S23_
#> "011" "011"
#> JC40_643.1.77_FE_S23_ JC40_644.1.77_FE_S23_
#> "011" "02122"
#> JC40_645.1.77_FE_S23_ JC40_646.1.77_FE_S23_
#> "011" "011"
#> JC40_647.1_FE_S23_ JC40_648.1.78_FE_S23_
#> "011" "012"
#> JC40_649.1_T.78_FE_S23_ JC40_649.3_T.78_FE_S23_
#> "023" "032"
#> JC40_651.1.78_FE_S23_ JC40_652.1_FE_S23_
#> "034" "011"
#> JC40_641.2_FE_S23_ JC40_642.2_FE_S23_
#> "012" "0222"
#> JC40_643.2.77_FE_S23_ JC40_644.2.77_FE_S23_
#> "014" "032"
#> JC40_645.2.77_FE_S23_ JC40_646.2.77_FE_S23_
#> "0131" "012"
#> JC40_647.2_FE_S23_ JC40_648.2.78_FE_S23_
#> "011" "012"
#> JC40_649.2_T.78_FE_S23_ JC40_652.3_._FE_S23_
#> "012" "012"
#> JC40_651.2.78_FE_S23_ JC40_652.2_FE_S23_
#> "02111" "012"
#> JC40_653.1_W_FE_S23_ JC40_654.1_FE_S23_
#> "032" "011"
#> JC40_655.1.79_FE_S23_ JC40_656.1.79_FE_S23_
#> "034" "0131"
#> JC40_657.1_..79_FE_S23_ JC40_657.3.79_FE_S23_
#> "014" "011"
#> JC40_659.1.79_FE_S23_ JC40_660.1.79_FE_S23_
#> "023" "0132"
#> JC40_660.5.79_FE_S23_ JC40_662.1_FE_S23_
#> "0131" "032"
#> JC40_663.1_FE_S23_ JC40_664.1.80_FE_S23_
#> "012" "0222"
#> JC40_653.2_W_FE_S23_ JC40_654.2_FE_S23_
#> "012" "012"
#> JC40_655.2.79_FE_S23_ JC40_656.2.79_FE_S23_
#> "011" "0131"
#> JC40_657.2.79_FE_S23_ JC40_660.3_..79_FE_S23_
#> "0131" "032"
#> JC40_659.2.79_FE_S23_ JC40_660.2.79_FE_S23_
#> "0131" "0131"
#> JC40_660.4.79_FE_S23_ JC40_662.2_FE_S23_
#> "0132" "0223"
#> JC40_663.2_FE_S23_ JC40_664.2.80_FE_S23_
#> "011" "012"
#> JC40_665.1.80_FE_S23_ JC40_666.1.81_FE_S23_
#> "032" "0131"
#> JC40_667.1.81_FE_S23_ JC40_668.1.81_FE_S23_
#> "011" "034"
#> JC40_669.1.81_FE_S23_ JC40_670.1_W.81_FE_S23_
#> "011" "011"
#> JC40_671.1.82_FE_S23_ JC40_672.1.82_FE_S23_
#> "011" "014"
#> JC40_673.1.82_FE_S23_ JC40_674.1_T_FE_S23_
#> "011" "012"
#> JC40_674.3_T_FE_S23_ JC40_676.1_T_FE_S23_
#> "012" "011"
#> JC40_665.2.80_FE_S23_ JC40_666.2.81_FE_S23_
#> "011" "0131"
#> JC40_667.2.81_FE_S23_ JC40_668.2.81_FE_S23_
#> "011" "011"
#> JC40_669.2.81_FE_S23_ JC40_670.2_W.81_FE_S23_
#> "011" "014"
#> JC40_671.2.82_FE_S23_ JC40_672.2.82_FE_S23_
#> "011" "011"
#> JC40_673.2.82_FE_S23_ JC40_674.2_T_FE_S23_
#> "014" "012"
#> JC40_676.3_T_FE_S23_ JC40_676.2_T_FE_S23_
#> "02112" "011"
#> JC41_677.1.83_FE_S52_ JC41_678.1_..83_FE_S52_
#> "0223" "0221"
#> JC41_678.3.83_FE_S52_ JC41_680.1_FE_S52_
#> "0223" "0223"
#> JC41_681.1.84_FE_S52_ JC41_682.1.84_FE_S52_
#> "0221" "034"
#> JC41_683.1.85_FE_S52_ JC41_684.1.85_FE_S52_
#> "0131" "0132"
#> JC41_685.1.85_FE_S52_ JC41_686.1_..85_FE_S52_
#> "0131" "011"
#> JC41_686.3.85_FE_S52_ JC41_688.3_._FE_S52_
#> "0131" "0223"
#> JC41_677.2.83_FE_S52_ JC41_678.2.83_FE_S52_
#> "0221" "032"
#> JC41_680.3_FE_S52_ JC41_680.2_._FE_S52_
#> "0131" "02122"
#> JC41_681.2.84_FE_S52_ JC41_682.2.84_FE_S52_
#> "011" "0221"
#> JC41_683.2.85_FE_S52_ JC41_684.2.85_FE_S52_
#> "0131" "0131"
#> JC41_685.2.85_FE_S52_ JC41_686.2.85_FE_S52_
#> "0131" "011"
#> JC41_688.1_._FE_S52_ JC41_688.2_._FE_S52_
#> "014" "012"
#> JC41_688.4_._FE_S52_ JC41_690.1.86_FE_S52_
#> "034" "012"
#> JC41_691.1.86_FE_S52_ JC41_693.1_FE_S52_
#> "012" "0131"
#> JC41_694.1_FE_S52_ JC41_695.1_W.87_FE_S52_
#> "0132" "012"
#> JC41_696.1.87_FE_S52_ JC41_697.1_._FE_S52_
#> "014" "0132"
#> JC41_697.4_._FE_S52_ JC41_699.1.88_FE_S52_
#> "023" "012"
#> JC41_700.1_T.88_FE_S52_ JC41_700.3_T.88_FE_S52_
#> "0131" "0223"
#> JC41_690.2.86.88_FE_S52_ JC41_691.2.86_FE_S52_
#> "032" "012"
#> JC41_692.2_FE_S52_ JC41_693.2_FE_S52_
#> "012" "023"
#> JC41_694.2_FE_S52_ JC41_695.2_W.87_FE_S52_
#> "0221" "012"
#> JC41_696.2_div.87_FE_S52_ JC41_697.2_._FE_S52_
#> "0222" "0222"
#> JC41_697.3_._FE_S52_ JC41_699.2_FE_S52_
#> "0221" "02112"
#> JC41_700.2_T_FE_S52_ JC41_701.1_W_FE_S52_
#> "0131" "0132"
#> JC41_702.1_._FE_S52_ JC41_702.3_FE_S52_
#> "0213" "014"
#> JC41_704.1_FE_S52_ JC41_705.1_._FE_S52_
#> "0131" "014"
#> JC41_705.3_FE_S52_ JC41_707.1.89_FE_S52_
#> "0132" "02112"
#> JC41_708.1_T.89_FE_S52_ JC41_709.1.90_FE_S52_
#> "0132" "0222"
#> JC41_710.1_W.90_FE_S52_ JC41_711.1.90_FE_S52_
#> "0213" "012"
#> JC41_712.1.90_FE_S52_ JC41_701.2_W_FE_S52_
#> "012" "0132"
#> JC41_702.2_FE_S52_ JC41_708.3_T.89_FE_S52_
#> "0132" "014"
#> JC41_704.2_FE_S52_ JC41_705.2_FE_S52_
#> "0222" "011"
#> JC41_705.4_FE_S52_ JC41_708.2_T.89_FE_S52_
#> "02121" "032"
#> JC41_709.2.90_FE_S52_ JC41_710.2_W.90_FE_S52_
#> "012" "014"
#> JC41_711.2.90_FE_S52_ JC41_712.2.90_FE_S52_
#> "0132" "0131"
#> JC41_713.1.90_FE_S52_ JC41_714.1_FE_S52_
#> "0132" "023"
#> JC41_715.1_FE_S52_ JC41_716.1_FE_S52_
#> "033" "0221"
#> JC41_717.1_FE_S52_ JC41_718.1.91_FE_S52_
#> "0222" "0221"
#> JC41_719.1.91_FE_S52_ JC41_719.3_..91_FE_S52_
#> "02122" "0222"
#> JC41_721.1.91_FE_S52_ JC41_722.1_T.91_FE_S52_
#> "014" "0221"
#> JC41_723.1.91_FE_S52_ JC41_724.1_FE_S52_
#> "032" "014"
#> JC41_713.2.90_FE_S52_ JC41_714.2_FE_S52_
#> "011" "02112"
#> JC41_715.2_FE_S52_ JC41_716.2_FE_S52_
#> "014" "011"
#> JC41_717.2_FE_S52_ JC41_718.2.91_FE_S52_
#> "0223" "0223"
#> JC41_719.2.91_FE_S52_ JC41_722.3_T.91_FE_S52_
#> "034" "0132"
#> JC41_721.2.91_FE_S52_ JC41_722.2_T.91_FE_S52_
#> "014" "0221"
#> JC41_723.2.91_FE_S52_ JC41_724.2_FE_S52_
#> "012" "02111"
#> JC43_725.1_T.92_FE_S27_ JC43_725.3_T.92_FE_S27_
#> "0132" "0132"
#> JC43_727.1_T.92_FE_S27_ JC43_728.1.92_FE_S27_
#> "014" "023"
#> JC43_729.1_T.92_FE_S27_ JC43_729.3_T.92_FE_S27_
#> "011" "012"
#> JC43_731.1.92_FE_S27_ JC43_732.1.93_FE_S27_
#> "0131" "012"
#> JC43_733.1_big_adipo.93_FE_S27_ JC43_734.1_T.94_FE_S27_
#> "0222" "0221"
#> JC43_735.1.94_FE_S27_ JC43_736.1.94_FE_S27_
#> "023" "0131"
#> JC43_725.2_T.92_FE_S27_ JC43_727.3_T.92_FE_S27_
#> "0132" "0131"
#> JC43_727.2_T.92_FE_S27_ JC43_728.2.92_FE_S27_
#> "0223" "023"
#> JC43_729.2_T.92_FE_S27_ JC43_734.3_T.92_FE_S27_
#> "0132" "012"
#> JC43_731.2.92_FE_S27_ JC43_732.2_big_adipo.93_FE_S27_
#> "011" "032"
#> JC43_733.2.93_FE_S27_ JC43_734.2_T.94_FE_S27_
#> "012" "012"
#> JC43_735.2.94_FE_S27_ JC43_736.2.94_FE_S27_
#> "023" "011"
#> JC43_738.1_T.95_FE_S27_ JC43_738.3_T.95_FE_S27_
#> "032" "0131"
#> JC43_740.1.95_FE_S27_ JC43_740.3.95_FE_S27_
#> "0131" "0221"
#> JC43_742.1.95_FE_S27_ JC43_743.1_..95_FE_S27_
#> "023" "0132"
#> JC43_743.4_..95_FE_S27_ JC43_745.1_big.95_FE_S27_
#> "0131" "0222"
#> JC43_746.1_T.95_FE_S27_ JC43_747.1_..95_FE_S27_
#> "012" "0221"
#> JC43_747.3.95_FE_S27_ JC43_737.2.95_FE_S27_
#> "0131" "0221"
#> JC43_738.2_T.95_FE_S27_ JC43_746.3_T.95_FE_S27_
#> "0131" "0131"
#> JC43_740.2_..95_FE_S27_ JC43_740.4.95_FE_S27_
#> "0223" "0131"
#> JC43_742.2.95_FE_S27_ JC43_743.2_..95_FE_S27_
#> "011" "0132"
#> JC43_743.3_..95_FE_S27_ JC43_745.2.95_FE_S27_
#> "0131" "0131"
#> JC43_746.2_T.95_FE_S27_ JC43_747.2.95_FE_S27_
#> "012" "0221"
#> JC43_749.3.95_FE_S27_ JC43_749.1_..95_FE_S27_
#> "0131" "0213"
#> JC43_749.4.95_FE_S27_ JC43_751.1_FE_S27_
#> "0131" "012"
#> JC43_752.1_._FE_S27_ JC43_752.3_FE_S27_
#> "0213" "0132"
#> JC43_754.1_T.96_FE_S27_ JC43_755.1_..96_FE_S27_
#> "023" "0132"
#> JC43_755.3.96_FE_S27_ JC43_757.1.96_FE_S27_
#> "0132" "023"
#> JC43_758.1.97_FE_S27_ JC43_759.1_T.97_FE_S27_
#> "012" "012"
#> JC43_759.3_T.97_FE_S27_ JC43_749.2.95_FE_S27_
#> "0132" "011"
#> JC43_751.2_._big_FE_S27_ JC43_752.2_FE_S27_
#> "0213" "0131"
#> JC43_754.3_T.96_FE_S27_ JC43_754.2_T.96_FE_S27_
#> "0131" "0131"
#> JC43_755.2.96_FE_S27_ JC43_757.3.96_FE_S27_
#> "012" "0131"
#> JC43_757.2_..96_FE_S27_ JC43_758.2.97_FE_S27_
#> "0213" "012"
#> JC43_759.2_T.97_FE_S27_ JC43_761.1_T.97_FE_S27_
#> "011" "0131"
#> JC43_762.1_FE_S27_ JC43_763.1.98_FE_S27_
#> "02112" "0132"
#> JC43_764.1.98_FE_S27_ JC43_765.1.98_FE_S27_
#> "0131" "0131"
#> JC43_766.1.98_FE_S27_ JC43_767.1_FE_S27_
#> "034" "012"
#> JC43_768.1_FE_S27_ JC43_769.1_FE_S27_
#> "012" "012"
#> JC43_771.3_FE_S27_ JC43_771.1_._FE_S27_
#> "034" "02112"
#> JC43_761.2_T.97_FE_S27_ JC43_762.2_FE_S27_
#> "0131" "023"
#> JC43_763.2.98_FE_S27_ JC43_764.2.98_FE_S27_
#> "0132" "0132"
#> JC43_765.2.98_FE_S27_ JC43_766.2_ery.98_FE_S27_
#> "0131" "011"
#> JC43_767.2_FE_S27_ JC43_768.2_FE_S27_
#> "012" "012"
#> JC43_769.2_FE_S27_ JC43_771.4_FE_S27_
#> "0223" "034"
#> JC43_771.2_FE_S27_ JC43_772.2_FE_S27_
#> "011" "012"
#> JC44_773.1_W.99_FE_S27_ JC44_774.1.99_FE_S27_
#> "0221" "0222"
#> JC44_775.1.99_FE_S27_ JC44_776.1_._FE_S27_
#> "0131" "0131"
#> JC44_776.3_FE_S27_ JC44_778.3_FE_S27_
#> "034" "0223"
#> JC44_780.1_FE_S27_ JC44_781.1_FE_S27_
#> "012" "012"
#> JC44_782.1.100_FE_S27_ JC44_783.1.100_FE_S27_
#> "0132" "011"
#> JC44_784.1.100_FE_S27_ JC44_773.2_W.99_FE_S27_
#> "011" "0132"
#> JC44_774.2.99_FE_S27_ JC44_775.2.99_FE_S27_
#> "0131" "0131"
#> JC44_776.2_FE_S27_ JC44_776.4_FE_S27_
#> "034" "02121"
#> JC44_778.2_FE_S27_ JC44_778.4_FE_S27_
#> "012" "014"
#> JC44_780.2_FE_S27_ JC44_781.2_FE_S27_
#> "032" "02122"
#> JC44_782.2.100_FE_S27_ JC44_783.2.100_FE_S27_
#> "0132" "0132"
#> JC44_784.2.100_FE_S27_ JC44_785.1_..100_FE_S27_
#> "0213" "012"
#> JC44_785.3.100_FE_S27_ JC44_787.1_T_FE_S27_
#> "0213" "0223"
#> JC44_788.1_big_adipo_FE_S27_ JC44_789.1_._FE_S27_
#> "011" "02121"
#> JC44_789.3_FE_S27_ JC44_791.1_T_FE_S27_
#> "0132" "023"
#> JC44_792.1_FE_S27_ JC44_793.1_._FE_S27_
#> "012" "0221"
#> JC44_793.3_FE_S27_ JC44_795.1_FE_S27_
#> "032" "011"
#> JC44_796.1_._FE_S27_ JC44_785.2.100_FE_S27_
#> "0131" "011"
#> JC44_787.3_T_FE_S27_ JC44_787.2_T_FE_S27_
#> "011" "012"
#> JC44_788.2_FE_S27_ JC44_789.2_FE_S27_
#> "012" "023"
#> JC44_791.3_T_FE_S27_ JC44_791.2_T_FE_S27_
#> "02122" "02122"
#> JC44_792.2_FE_S27_ JC44_793.2_FE_S27_
#> "0223" "0223"
#> JC44_795.3_FE_S27_ JC44_795.2_._FE_S27_
#> "0221" "02122"
#> JC44_796.2_._FE_S27_ JC44_796.3_._FE_S27_
#> "02122" "02122"
#> JC44_798.1.101_FE_S27_ JC44_799.1.101_FE_S27_
#> "0131" "0131"
#> JC44_800.1_FE_S27_ JC44_801.1.102_FE_S27_
#> "02121" "0213"
#> JC44_802.1.102_FE_S27_ JC44_803.1.102_FE_S27_
#> "02121" "032"
#> JC44_804.1_T_FE_S27_ JC44_804.3_T_FE_S27_
#> "014" "023"
#> JC44_806.1_FE_S27_ JC44_807.1.103_FE_S27_
#> "0223" "023"
#> JC44_808.1.103_FE_S27_ JC44_798.2.101_FE_S27_
#> "02121" "0131"
#> JC44_799.2.101_FE_S27_ JC44_800.2_FE_S27_
#> "0131" "0222"
#> JC44_801.2.102_FE_S27_ JC44_802.2.102_FE_S27_
#> "012" "0131"
#> JC44_803.2.102_FE_S27_ JC44_804.2_T_FE_S27_
#> "0131" "0221"
#> JC44_808.3_..103_FE_S27_ JC44_806.2_FE_S27_
#> "02121" "0221"
#> JC44_807.2.103_FE_S27_ JC44_808.2.103_FE_S27_
#> "0132" "0223"
#> JC44_808.4.103_FE_S27_ JC44_810.1_T.103_FE_S27_
#> "0131" "0131"
#> JC44_810.3_T.103_FE_S27_ JC44_812.1.103_FE_S27_
#> "0131" "012"
#> JC44_813.1_T.104_FE_S27_ JC44_814.1.104_FE_S27_
#> "011" "011"
#> JC44_815.1.105_FE_S27_ JC44_816.1.105_FE_S27_
#> "012" "012"
#> JC44_817.1_._FE_S27_ JC44_817.3_FE_S27_
#> "011" "012"
#> JC44_819.1_big_FE_S27_ JC44_820.1_FE_S27_
#> "0222" "0213"
#> JC44_808.5.103_FE_S27_ JC44_810.2_T.103_FE_S27_
#> "0132" "023"
#> JC44_813.3_T_FE_S27_ JC44_812.2.103_FE_S27_
#> "012" "011"
#> JC44_813.2_T.104_FE_S27_ JC44_814.2.104_FE_S27_
#> "012" "011"
#> JC44_815.2.105_FE_S27_ JC44_816.2.105_FE_S27_
#> "012" "011"
#> JC44_817.2_FE_S27_ JC44_818.2_FE_S27_
#> "0223" "0221"
#> JC44_819.2_FE_S27_ JC44_820.2_FE_S27_
#> "0222" "011"
#> JC45_821.1.106_FE_S30_ JC45_822.1.106_FE_S30_
#> "0213" "023"
#> JC45_823.1.106_FE_S30_ JC45_824.1.106_FE_S30_
#> "012" "0131"
#> JC45_825.1_FE_S30_ JC45_826.1.107_FE_S30_
#> "02112" "023"
#> JC45_827.1.107_FE_S30_ JC45_828.1.107_FE_S30_
#> "031" "0131"
#> JC45_829.1.107_FE_S30_ JC45_830.1_._big_FE_S30_
#> "0131" "02121"
#> JC45_830.5_FE_S30_ JC45_830.3_FE_S30_
#> "014" "012"
#> JC45_821.2.106_FE_S30_ JC45_822.2.106_FE_S30_
#> "0132" "0221"
#> JC45_823.2.106_FE_S30_ JC45_824.2.106_FE_S30_
#> "0132" "011"
#> JC45_825.2_FE_S30_ JC45_826.2.107_FE_S30_
#> "031" "0132"
#> JC45_827.2.107_FE_S30_ JC45_828.2.107_FE_S30_
#> "0132" "0131"
#> JC45_829.2.107_FE_S30_ JC45_830.2_FE_S30_
#> "034" "023"
#> JC45_830.4_FE_S30_ JC45_835.3_T.108_FE_S30_
#> "023" "0131"
#> JC45_833.1_FE_S30_ JC45_834.1.108_FE_S30_
#> "0131" "02122"
#> JC45_835.1_T.108_FE_S30_ JC45_836.1.109_FE_S30_
#> "02122" "0132"
#> JC45_837.1_T.109_FE_S30_ JC45_837.3_T.109_FE_S30_
#> "034" "034"
#> JC45_839.1.110_FE_S30_ JC45_840.1.110_FE_S30_
#> "011" "0131"
#> JC45_841.1_big_FE_S30_ JC45_842.1_FE_S30_
#> "014" "0223"
#> JC45_843.1_FE_S30_ JC45_844.1.111_FE_S30_
#> "012" "0132"
#> JC45_833.2_FE_S30_ JC45_834.2.108_FE_S30_
#> "0131" "011"
#> JC45_835.2_T.108_FE_S30_ JC45_836.2.109_FE_S30_
#> "011" "0223"
#> JC45_837.2_T.109_FE_S30_ JC45_850.3.112_FE_S30_
#> "0131" "0131"
#> JC45_839.2.110_FE_S30_ JC45_840.2.110_FE_S30_
#> "0131" "0131"
#> JC45_841.2_FE_S30_ JC45_842.2_FE_S30_
#> "0131" "034"
#> JC45_843.2_FE_S30_ JC45_844.2.111_FE_S30_
#> "032" "032"
#> JC45_845.1.111_FE_S30_ JC45_846.1.111_FE_S30_
#> "034" "0131"
#> JC45_847.1_FE_S30_ JC45_848.1_FE_S30_
#> "0131" "012"
#> JC45_850.1_..112_FE_S30_ JC45_851.1.112_FE_S30_
#> "0132" "011"
#> JC45_852.1.112_FE_S30_ JC45_852.3.112_FE_S30_
#> "0132" "0132"
#> JC45_854.1.112_FE_S30_ JC45_855.1.112_FE_S30_
#> "0132" "014"
#> JC45_856.1_FE_S30_ JC45_845.2.111_FE_S30_
#> "02121" "023"
#> JC45_846.2.111_FE_S30_ JC45_847.2_FE_S30_
#> "011" "023"
#> JC45_848.2_FE_S30_ JC45_849.2_FE_S30_
#> "012" "0132"
#> JC45_851.2_ery.112_FE_S30_ JC45_852.2_..112_FE_S30_
#> "011" "0132"
#> JC45_856.3_FE_S30_ JC45_855.2.112_FE_S30_
#> "0222" "023"
#> JC45_856.2_._FE_S30_ JC45_857.1_FE_S30_
#> "02121" "0131"
#> JC45_858.1_FE_S30_ JC45_860.1_FE_S30_
#> "0132" "0222"
#> JC45_861.1_FE_S30_ JC45_862.1_FE_S30_
#> "02121" "011"
#> JC45_863.1_FE_S30_ JC45_864.1_._FE_S30_
#> "0221" "014"
#> JC45_866.1_FE_S30_ JC45_867.1.113_FE_S30_
#> "012" "012"
#> JC45_868.1_big_mega.113_FE_S30_ JC45_857.2_FE_S30_
#> "02112" "0131"
#> JC45_858.2_FE_S30_ JC45_853.1_FE_S30_
#> "0132" "012"
#> JC45_860.2_FE_S30_ JC45_861.2_FE_S30_
#> "0223" "02122"
#> JC45_853.2_FE_S30_ JC45_863.2_FE_S30_
#> "012" "0221"
#> JC45_867.3.113_FE_S30_ JC45_866.2_FE_S30_
#> "023" "012"
#> JC45_867.2_..113_FE_S30_ JC45_868.2.113_FE_S30_
#> "0222" "023"
#> JC46_869.1.114_FE_S30_ JC46_870.1.114_FE_S30_
#> "02121" "0132"
#> JC46_871.1.114_FE_S30_ JC46_872.1.114_FE_S30_
#> "034" "011"
#> JC46_873.1_FE_S30_ JC46_874.1_FE_S30_
#> "034" "0131"
#> JC46_875.1_T_emperi_big_FE_S30_ JC46_875.3_T_FE_S30_
#> "02122" "032"
#> JC46_877.1_T_FE_S30_ JC46_878.1_._big.115_FE_S30_
#> "0221" "0222"
#> JC46_878.3.115_FE_S30_ JC46_878.4.115_FE_S30_
#> "012" "0131"
#> JC46_869.2.114_FE_S30_ JC46_870.2.114_FE_S30_
#> "014" "023"
#> JC46_871.2.114_FE_S30_ JC46_872.2.114_FE_S30_
#> "02122" "034"
#> JC46_873.2_FE_S30_ JC46_874.2_FE_S30_
#> "0131" "02122"
#> JC46_875.2_T_FE_S30_ JC46_877.3_T_FE_S30_
#> "012" "012"
#> JC46_877.2_T_FE_S30_ JC46_878.2.115_FE_S30_
#> "011" "012"
#> JC46_878.5.115_FE_S30_ JC46_878.6.115_FE_S30_
#> "023" "011"
#> JC46_878.7.115_FE_S30_ JC46_882.1.116_FE_S30_
#> "011" "02122"
#> JC46_883.1.116_FE_S30_ JC46_884.1_FE_S30_
#> "023" "012"
#> JC46_885.1_FE_S30_ JC46_886.1.117_FE_S30_
#> "0222" "023"
#> JC46_887.1.117_FE_S30_ JC46_888.1.117_FE_S30_
#> "023" "014"
#> JC46_889.1_FE_S30_ JC46_890.1_FE_S30_
#> "012" "012"
#> JC46_891.1.118_FE_S30_ JC46_892.1_T.118_FE_S30_
#> "011" "0132"
#> JC46_878.8.115_FE_S30_ JC46_882.2.116_FE_S30_
#> "0131" "02112"
#> JC46_883.2.116_FE_S30_ JC46_884.2_FE_S30_
#> "0132" "012"
#> JC46_885.2_FE_S30_ JC46_886.2.117_FE_S30_
#> "012" "02121"
#> JC46_887.2.117_FE_S30_ JC46_888.2.117_FE_S30_
#> "0221" "02112"
#> JC46_889.2_FE_S30_ JC46_890.2_FE_S30_
#> "02112" "012"
#> JC46_891.2.118_FE_S30_ JC46_892.2_T.118_FE_S30_
#> "023" "0132"
#> JC46_892.3_T.118_FE_S30_ JC46_894.1.118_FE_S30_
#> "034" "034"
#> JC46_895.1.118_FE_S30_ JC46_896.1.118_FE_S30_
#> "034" "0132"
#> JC46_897.1_emperi_big.118_FE_S30_ JC46_898.1_FE_S30_
#> "0213" "0132"
#> JC46_899.1_FE_S30_ JC46_900.1.119_FE_S30_
#> "0222" "012"
#> JC46_901.1.119_FE_S30_ JC46_902.1_FE_S30_
#> "012" "023"
#> JC46_903.1.120_FE_S30_ JC46_904.1.120_FE_S30_
#> "023" "014"
#> JC46_895.3_..118_FE_S30_ JC46_894.2.118_FE_S30_
#> "023" "0132"
#> JC46_895.2.118_FE_S30_ JC46_896.2.118_FE_S30_
#> "0132" "0213"
#> JC46_897.2.118_FE_S30_ JC46_898.2_FE_S30_
#> "034" "0132"
#> JC46_899.2_FE_S30_ JC46_900.2.119_FE_S30_
#> "0213" "012"
#> JC46_901.2.119_FE_S30_ JC46_902.2_FE_S30_
#> "012" "023"
#> JC46_903.2.120_FE_S30_ JC46_904.2.120_FE_S30_
#> "023" "0221"
#> JC46_905.1.120_FE_S30_ JC46_906.1.120_FE_S30_
#> "014" "0131"
#> JC46_906.3.120_FE_S30_ JC46_908.1_T_FE_S30_
#> "023" "011"
#> JC46_909.1.121_FE_S30_ JC46_910.1.121_FE_S30_
#> "02121" "02121"
#> JC46_911.1.121_FE_S30_ JC46_912.3_..121_FE_S30_
#> "02122" "023"
#> JC46_913.1_FE_S30_ JC46_914.1_FE_S30_
#> "012" "0132"
#> JC46_915.1_FE_S30_ JC46_916.1_FE_S30_
#> "012" "012"
#> JC46_905.2.120_FE_S30_ JC46_906.2_..120_FE_S30_
#> "034" "011"
#> JC46_908.3_T_FE_S30_ JC46_908.2_T_FE_S30_
#> "012" "011"
#> JC46_909.2.121_FE_S30_ JC46_910.2.121_FE_S30_
#> "02121" "012"
#> JC46_911.2.121_FE_S30_ JC46_912.4.121_FE_S30_
#> "023" "0213"
#> JC46_913.2_FE_S30_ JC46_914.2_FE_S30_
#> "012" "02121"
#> JC46_915.2_FE_S30_ JC46_916.2_FE_S30_
#> "012" "032"
#> JC48P4_917_HSC_FE_S8_ JC48P4_918_HSC_FE_S8_
#> "031" "031"
#> JC48P4_919_HSC_FE_S8_ JC48P4_920_HSC_FE_S8_
#> "033" "033"
#> JC48P4_921_HSC_FE_S8_ JC48P4_922_HSC_FE_S8_
#> "031" "031"
#> JC48P4_923_HSC_FE_S8_ JC48P4_924_HSC_FE_S8_
#> "031" "031"
#> JC48P4_925_HSC_FE_S8_ JC48P4_926_HSC_FE_S8_
#> "033" "031"
#> JC48P4_927_HSC_FE_S8_ JC48P4_928_HSC_FE_S8_
#> "031" "031"
#> JC48P4_929_HSC_FE_S8_ JC48P4_930_HSC_FE_S8_
#> "033" "031"
#> JC48P4_931_HSC_FE_S8_ JC48P4_932_HSC_FE_S8_
#> "033" "031"
#> JC48P4_933_HSC_FE_S8_ JC48P4_934_HSC_FE_S8_
#> "031" "033"
#> JC48P4_935_HSC_FE_S8_ JC48P4_936_HSC_FE_S8_
#> "031" "031"
#> JC48P4_937_HSC_FE_S8_ JC48P4_938_HSC_FE_S8_
#> "031" "014"
#> JC48P4_939_HSC_FE_S8_ JC48P4_940_HSC_FE_S8_
#> "02111" "02111"
#> JC48P4_941_HSC_FE_S8_ JC48P4_942_HSC_FE_S8_
#> "031" "031"
#> JC48P4_943_HSC_FE_S8_ JC48P4_944_HSC_FE_S8_
#> "02111" "02111"
#> JC48P4_945_HSC_FE_S8_ JC48P4_946_HSC_FE_S8_
#> "031" "031"
#> JC48P4_947_HSC_FE_S8_ JC48P4_948_HSC_FE_S8_
#> "031" "031"
#> JC48P4_949_HSC_FE_S8_ JC48P4_950_HSC_FE_S8_
#> "033" "031"
#> JC48P4_951_HSC_FE_S8_ JC48P4_952_HSC_FE_S8_
#> "031" "033"
#> JC48P4_953_HSC_FE_S8_ JC48P4_954_HSC_FE_S8_
#> "031" "031"
#> JC48P4_955_HSC_FE_S8_ JC48P4_956_HSC_FE_S8_
#> "031" "031"
#> JC48P4_957_HSC_FE_S8_ JC48P4_958_HSC_FE_S8_
#> "031" "031"
#> JC48P4_959_HSC_FE_S8_ JC48P4_960_HSC_FE_S8_
#> "031" "031"
#> JC48P4_961_HSC_FE_S8_ JC48P4_962_HSC_FE_S8_
#> "031" "02111"
#> JC48P4_963_HSC_FE_S8_ JC48P4_964_HSC_FE_S8_
#> "02111" "02111"
#> JC48P4_965_HSC_FE_S8_ JC48P4_966_HSC_FE_S8_
#> "031" "033"
#> JC48P4_967_HSC_FE_S8_ JC48P4_968_HSC_FE_S8_
#> "031" "031"
#> JC48P4_969_HSC_FE_S8_ JC48P4_970_HSC_FE_S8_
#> "02111" "031"
#> JC48P4_971_HSC_FE_S8_ JC48P4_972_HSC_FE_S8_
#> "031" "02111"
#> JC48P4_973_HSC_FE_S8_ JC48P4_974_HSC_FE_S8_
#> "031" "031"
#> JC48P4_975_HSC_FE_S8_ JC48P4_976_HSC_FE_S8_
#> "031" "031"
#> JC48P4_977_HSC_FE_S8_ JC48P4_978_HSC_FE_S8_
#> "0213" "031"
#> JC48P4_979_HSC_FE_S8_ JC48P4_980_HSC_FE_S8_
#> "031" "031"
#> JC48P4_981_HSC_FE_S8_ JC48P4_982_HSC_FE_S8_
#> "02111" "031"
#> JC48P4_983_HSC_FE_S8_ JC48P4_984_HSC_FE_S8_
#> "031" "033"
#> JC48P4_985_HSC_FE_S8_ JC48P4_986_HSC_FE_S8_
#> "031" "0213"
#> JC48P4_987_HSC_FE_S8_ JC48P4_988_HSC_FE_S8_
#> "031" "031"
#> JC48P4_989_HSC_FE_S8_ JC48P4_990_HSC_FE_S8_
#> "031" "031"
#> JC48P4_991_HSC_FE_S8_ JC48P4_992_HSC_FE_S8_
#> "031" "031"
#> JC48P4_993_HSC_FE_S8_ JC48P4_994_HSC_FE_S8_
#> "031" "02111"
#> JC48P4_995_HSC_FE_S8_ JC48P4_996_HSC_FE_S8_
#> "031" "031"
#> JC48P4_997_HSC_FE_S8_ JC48P4_998_HSC_FE_S8_
#> "031" "02111"
#> JC48P4_999_HSC_FE_S8_ JC48P4_1000_HSC_FE_S8_
#> "031" "02111"
#> JC48P4_1001_HSC_FE_S8_ JC48P4_1002_HSC_FE_S8_
#> "031" "014"
#> JC48P4_1004_HSC_FE_S8_ JC48P4_1005_HSC_FE_S8_
#> "031" "031"
#> JC48P4_1006_HSC_FE_S8_ JC48P4_1007_HSC_FE_S8_
#> "033" "031"
#> JC48P4_1008_HSC_FE_S8_ JC48P4_1009_HSC_FE_S8_
#> "02111" "02111"
#> JC48P4_1010_HSC_FE_S8_ JC48P4_1011_HSC_FE_S8_
#> "02111" "031"
#> JC48P4_1012_HSC_FE_S8_ JC48P7_1013_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1014_HSC_FE_S8_ JC48P7_1015_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1016_HSC_FE_S8_ JC48P7_1017_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1018_HSC_FE_S8_ JC48P7_1019_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1020_HSC_FE_S8_ JC48P7_1022_HSC_FE_S8_
#> "0222" "033"
#> JC48P7_1023_HSC_FE_S8_ JC48P7_1024_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1025_HSC_FE_S8_ JC48P7_1026_HSC_FE_S8_
#> "033" "014"
#> JC48P7_1027_HSC_FE_S8_ JC48P7_1028_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1029_HSC_FE_S8_ JC48P7_1030_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1031_HSC_FE_S8_ JC48P7_1032_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1033_HSC_FE_S8_ JC48P7_1034_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1035_HSC_FE_S8_ JC48P7_1036_HSC_FE_S8_
#> "033" "014"
#> JC48P7_1037_HSC_FE_S8_ JC48P7_1038_HSC_FE_S8_
#> "033" "02111"
#> JC48P7_1039_HSC_FE_S8_ JC48P7_1040_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1041_HSC_FE_S8_ JC48P7_1042_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1043_HSC_FE_S8_ JC48P7_1044_HSC_FE_S8_
#> "014" "033"
#> JC48P7_1045_HSC_FE_S8_ JC48P7_1046_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1047_HSC_FE_S8_ JC48P7_1048_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1049_HSC_FE_S8_ JC48P7_1050_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1051_HSC_FE_S8_ JC48P7_1052_HSC_FE_S8_
#> "02111" "033"
#> JC48P7_1053_HSC_FE_S8_ JC48P7_1054_HSC_FE_S8_
#> "031" "02111"
#> JC48P7_1055_HSC_FE_S8_ JC48P7_1056_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1057_HSC_FE_S8_ JC48P7_1058_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1059_HSC_FE_S8_ JC48P7_1060_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1061_HSC_FE_S8_ JC48P7_1062_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1063_HSC_FE_S8_ JC48P7_1064_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1065_HSC_FE_S8_ JC48P7_1066_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1067_HSC_FE_S8_ JC48P7_1068_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1070_HSC_FE_S8_ JC48P7_1071_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1072_HSC_FE_S8_ JC48P7_1073_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1074_HSC_FE_S8_ JC48P7_1075_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1076_HSC_FE_S8_ JC48P7_1077_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1078_HSC_FE_S8_ JC48P7_1079_HSC_FE_S8_
#> "011" "033"
#> JC48P7_1080_HSC_FE_S8_ JC48P7_1081_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1082_HSC_FE_S8_ JC48P7_1083_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1084_HSC_FE_S8_ JC48P7_1085_HSC_FE_S8_
#> "02111" "011"
#> JC48P7_1086_HSC_FE_S8_ JC48P7_1087_HSC_FE_S8_
#> "023" "031"
#> JC48P7_1088_HSC_FE_S8_ JC48P7_1089_HSC_FE_S8_
#> "031" "0213"
#> JC48P7_1090_HSC_FE_S8_ JC48P7_1091_HSC_FE_S8_
#> "031" "02111"
#> JC48P7_1092_HSC_FE_S8_ JC48P7_1093_HSC_FE_S8_
#> "02111" "02111"
#> JC48P7_1094_HSC_FE_S8_ JC48P7_1095_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1096_HSC_FE_S8_ JC48P7_1097_HSC_FE_S8_
#> "014" "033"
#> JC48P7_1098_HSC_FE_S8_ JC48P7_1099_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1100_HSC_FE_S8_ JC48P7_1101_HSC_FE_S8_
#> "02111" "031"
#> JC48P7_1102_HSC_FE_S8_ JC48P7_1103_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1104_HSC_FE_S8_ JC48P7_1105_HSC_FE_S8_
#> "02111" "031"
#> JC48P7_1106_HSC_FE_S8_ JC48P7_1107_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1108_HSC_FE_S8_ JC48P6_1109_HSC_FE_S8_
#> "02111" "031"
#> JC48P6_1110_HSC_FE_S8_ JC48P6_1111_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1112_HSC_FE_S8_ JC48P6_1113_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1114_HSC_FE_S8_ JC48P6_1115_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1116_HSC_FE_S8_ JC48P6_1117_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1118_HSC_FE_S8_ JC48P6_1119_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1120_HSC_FE_S8_ JC48P6_1121_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1122_HSC_FE_S8_ JC48P6_1123_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1124_HSC_FE_S8_ JC48P6_1125_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1126_HSC_FE_S8_ JC48P6_1127_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1128_HSC_FE_S8_ JC48P6_1129_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1130_HSC_FE_S8_ JC48P6_1131_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1132_HSC_FE_S8_ JC48P6_1133_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1134_HSC_FE_S8_ JC48P6_1135_HSC_FE_S8_
#> "033" "023"
#> JC48P6_1136_HSC_FE_S8_ JC48P6_1137_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1138_HSC_FE_S8_ JC48P6_1139_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1140_HSC_FE_S8_ JC48P6_1141_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1142_HSC_FE_S8_ JC48P6_1143_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1144_HSC_FE_S8_ JC48P6_1145_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1146_HSC_FE_S8_ JC48P6_1147_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1148_HSC_FE_S8_ JC48P6_1149_HSC_FE_S8_
#> "023" "033"
#> JC48P6_1150_HSC_FE_S8_ JC48P6_1151_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1152_HSC_FE_S8_ JC48P6_1153_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1154_HSC_FE_S8_ JC48P6_1155_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1156_HSC_FE_S8_ JC48P6_1157_HSC_FE_S8_
#> "023" "031"
#> JC48P6_1158_HSC_FE_S8_ JC48P6_1159_HSC_FE_S8_
#> "033" "02111"
#> JC48P6_1160_HSC_FE_S8_ JC48P6_1161_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1162_HSC_FE_S8_ JC48P6_1163_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1164_HSC_FE_S8_ JC48P6_1165_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1166_HSC_FE_S8_ JC48P6_1167_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1168_HSC_FE_S8_ JC48P6_1169_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1170_HSC_FE_S8_ JC48P6_1171_HSC_FE_S8_
#> "023" "031"
#> JC48P6_1172_HSC_FE_S8_ JC48P6_1173_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1174_HSC_FE_S8_ JC48P6_1175_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1176_HSC_FE_S8_ JC48P6_1177_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1178_HSC_FE_S8_ JC48P6_1179_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1180_HSC_FE_S8_ JC48P6_1181_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1182_HSC_FE_S8_ JC48P6_1183_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1184_HSC_FE_S8_ JC48P6_1185_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1186_HSC_FE_S8_ JC48P6_1187_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1188_HSC_FE_S8_ JC48P6_1189_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1190_HSC_FE_S8_ JC48P6_1191_HSC_FE_S8_
#> "014" "031"
#> JC48P6_1192_HSC_FE_S8_ JC48P6_1193_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1194_HSC_FE_S8_ JC48P6_1195_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1196_HSC_FE_S8_ JC48P6_1197_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1198_HSC_FE_S8_ JC48P6_1199_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1200_HSC_FE_S8_ JC48P6_1201_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1202_HSC_FE_S8_ JC48P6_1203_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1204_HSC_FE_S8_
#> "031"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 445))
#> JC4_349_HSC_FE_S13_ JC4_350_HSC_FE_S13_
#> "011" "011"
#> JC4_351_HSC_FE_S13_ JC4_352_HSC_FE_S13_
#> "011" "011"
#> JC4_353_HSC_FE_S13_ JC4_354_HSC_FE_S13_
#> "011" "011"
#> JC4_355_HSC_FE_S13_ JC4_356_HSC_FE_S13_
#> "011" "011"
#> JC4_357_HSC_FE_S13_ JC4_358_HSC_FE_S13_
#> "011" "011"
#> JC4_359_HSC_FE_S13_ JC4_360_HSC_FE_S13_
#> "011" "033"
#> JC4_361_HSC_FE_S13_ JC4_362_HSC_FE_S13_
#> "011" "011"
#> JC4_363_HSC_FE_S13_ JC4_364_HSC_FE_S13_
#> "033" "011"
#> JC4_365_HSC_FE_S13_ JC4_366_HSC_FE_S13_
#> "011" "014"
#> JC4_368_HSC_FE_S13_ JC4_369_HSC_FE_S13_
#> "011" "011"
#> JC4_371_HSC_FE_S13_ JC4_372_HSC_FE_S13_
#> "011" "011"
#> JC4_373_HSC_FE_S13_ JC4_374_HSC_FE_S13_
#> "014" "011"
#> JC4_375_HSC_FE_S13_ JC4_376_HSC_FE_S13_
#> "011" "011"
#> JC4_377_HSC_FE_S13_ JC4_378_HSC_FE_S13_
#> "011" "011"
#> JC4_379_HSC_FE_S13_ JC4_380_HSC_FE_S13_
#> "011" "011"
#> JC4_382_HSC_FE_S13_ JC4_383_HSC_FE_S13_
#> "011" "011"
#> JC4_384_HSC_FE_S13_ JC4_385_HSC_FE_S13_
#> "033" "011"
#> JC4_386_HSC_FE_S13_ JC4_387_HSC_FE_S13_
#> "011" "011"
#> JC4_388_HSC_FE_S13_ JC4_389_HSC_FE_S13_
#> "011" "011"
#> JC4_390_HSC_FE_S13_ JC4_391_HSC_FE_S13_
#> "011" "011"
#> JC4_392_HSC_FE_S13_ JC4_393_HSC_FE_S13_
#> "011" "011"
#> JC4_394_HSC_FE_S13_ JC4_395_HSC_FE_S13_
#> "011" "011"
#> JC4_397_HSC_FE_S13_ JC4_398_HSC_FE_S13_
#> "014" "011"
#> JC4_399_HSC_FE_S13_ JC4_400_HSC_FE_S13_
#> "014" "031"
#> JC4_401_HSC_FE_S13_ JC4_402_HSC_FE_S13_
#> "011" "011"
#> JC4_403_HSC_FE_S13_ JC4_404_HSC_FE_S13_
#> "011" "011"
#> JC4_405_HSC_FE_S13_ JC4_406_HSC_FE_S13_
#> "011" "011"
#> JC4_407_HSC_FE_S13_ JC4_408_HSC_FE_S13_
#> "011" "011"
#> JC4_409_HSC_FE_S13_ JC4_410_HSC_FE_S13_
#> "011" "011"
#> JC4_411_HSC_FE_S13_ JC4_412_HSC_FE_S13_
#> "011" "011"
#> JC4_413_HSC_FE_S13_ JC4_414_HSC_FE_S13_
#> "011" "011"
#> JC4_415_HSC_FE_S13_ JC4_416_HSC_FE_S13_
#> "011" "011"
#> JC4_417_HSC_FE_S13_ JC4_418_HSC_FE_S13_
#> "011" "011"
#> JC4_419_HSC_FE_S13_ JC4_420_HSC_FE_S13_
#> "011" "011"
#> JC4_421_HSC_FE_S13_ JC4_422_HSC_FE_S13_
#> "011" "011"
#> JC4_423_HSC_FE_S13_ JC4_424_HSC_FE_S13_
#> "011" "011"
#> JC4_425_HSC_FE_S13_ JC4_426_HSC_FE_S13_
#> "011" "011"
#> JC4_427_HSC_FE_S13_ JC4_428_HSC_FE_S13_
#> "011" "011"
#> JC4_429_HSC_FE_S13_ JC4_430_HSC_FE_S13_
#> "011" "011"
#> JC4_431_HSC_FE_S13_ JC4_432_HSC_FE_S13_
#> "011" "011"
#> JC4_433_HSC_FE_S13_ JC4_434_HSC_FE_S13_
#> "011" "011"
#> JC4_435_HSC_FE_S13_ JC4_436_HSC_FE_S13_
#> "011" "011"
#> JC20_1.1_FE_S25_ JC20_2.1_FE_S25_
#> "011" "011"
#> JC20_3.1_FE_S25_ JC20_4.1_FE_S25_
#> "011" "011"
#> JC20_5.1_FE_S25_ JC20_6.1_FE_S25_
#> "011" "011"
#> JC20_7.1_FE_S25_ JC20_8.1_FE_S25_
#> "011" "011"
#> JC20_9.1_FE_S25_ JC20_10.1_FE_S25_
#> "011" "011"
#> JC20_11.1_FE_S25_ JC20_12.1_FE_S25_
#> "011" "011"
#> JC20_1.2_FE_S25_ JC20_2.2_FE_S25_
#> "011" "011"
#> JC20_3.2_FE_S25_ JC20_4.2_FE_S25_
#> "011" "011"
#> JC20_5.2_FE_S25_ JC20_6.2_FE_S25_
#> "032" "011"
#> JC20_7.2_FE_S25_ JC20_8.2_FE_S25_
#> "011" "011"
#> JC20_9.2_FE_S25_ JC20_10.2_FE_S25_
#> "011" "011"
#> JC20_11.2_FE_S25_ JC20_12.2_FE_S25_
#> "011" "011"
#> JC20_13.1_FE_S25_ JC20_14.1_FE_S25_
#> "011" "011"
#> JC20_15.1_FE_S25_ JC20_16.1_FE_S25_
#> "011" "011"
#> JC20_17.1_FE_S25_ JC20_18.1_FE_S25_
#> "011" "014"
#> JC20_19.1_FE_S25_ JC20_20.1_FE_S25_
#> "011" "011"
#> JC20_21.1_FE_S25_ JC20_22.1_FE_S25_
#> "011" "011"
#> JC20_23.1_FE_S25_ JC20_24.1_FE_S25_
#> "012" "011"
#> JC20_13.2_FE_S25_ JC20_14.2_FE_S25_
#> "011" "011"
#> JC20_15.2_FE_S25_ JC20_16.2_FE_S25_
#> "011" "011"
#> JC20_17.2_FE_S25_ JC20_18.2_FE_S25_
#> "011" "011"
#> JC20_19.2_FE_S25_ JC20_20.2_FE_S25_
#> "011" "012"
#> JC20_21.2_FE_S25_ JC20_22.2_big_FE_S25_
#> "011" "011"
#> JC20_23.2_FE_S25_ JC20_24.2_FE_S25_
#> "011" "011"
#> JC20_25.1_FE_S25_ JC20_26.1_FE_S25_
#> "011" "012"
#> JC20_27.1_FE_S25_ JC20_29.1_FE_S25_
#> "011" "0211"
#> JC20_33.1_FE_S25_ JC20_34.1_FE_S25_
#> "011" "011"
#> JC20_36.1_FE_S25_ JC20_25.2_FE_S25_
#> "011" "011"
#> JC20_26.2_FE_S25_ JC20_27.2_FE_S25_
#> "011" "011"
#> JC20_28.2_FE_S25_ JC20_29.2_FE_S25_
#> "011" "011"
#> JC20_30.2_FE_S25_ JC20_31.2_FE_S25_
#> "011" "011"
#> JC20_33.2_FE_S25_ JC20_34.2_FE_S25_
#> "011" "011"
#> JC20_35.2_FE_S25_ JC20_36.2_FE_S25_
#> "011" "011"
#> JC20_37.1_FE_S25_ JC20_39.1_FE_S25_
#> "011" "011"
#> JC20_41.1_FE_S25_ JC20_42.1.1_FE_S25_
#> "011" "011"
#> JC20_43.1.1_FE_S25_ JC20_44.1.1_FE_S25_
#> "011" "011"
#> JC20_45.1.2_FE_S25_ JC20_46.1.2_FE_S25_
#> "011" "011"
#> JC20_48.1.2_FE_S25_ JC20_37.2_FE_S25_
#> "0131" "011"
#> JC20_38.2_FE_S25_ JC20_39.2_FE_S25_
#> "011" "011"
#> JC20_40.2_FE_S25_ JC20_41.2_FE_S25_
#> "011" "011"
#> JC20_42.2.1_FE_S25_ JC20_43.2.1_FE_S25_
#> "0131" "014"
#> JC20_44.2.1_FE_S25_ JC20_45.2.2_FE_S25_
#> "011" "011"
#> JC20_46.2.2_FE_S25_ JC20_47.2.2_FE_S25_
#> "014" "034"
#> JC20_48.2.2_FE_S25_ JC21_49.1_FE_S25_
#> "011" "011"
#> JC21_50.1_FE_S25_ JC21_51.1_FE_S25_
#> "012" "0221"
#> JC21_52.1_FE_S25_ JC21_53.1_FE_S25_
#> "011" "012"
#> JC21_54.1_FE_S25_ JC21_55.1_FE_S25_
#> "011" "012"
#> JC21_56.1_FE_S25_ JC21_57.1_FE_S25_
#> "014" "011"
#> JC21_58.1_FE_S25_ JC21_59.1_FE_S25_
#> "011" "011"
#> JC21_60.1_FE_S25_ JC21_49.2_FE_S25_
#> "011" "012"
#> JC21_50.2_FE_S25_ JC21_51.2_FE_S25_
#> "011" "0221"
#> JC21_52.2_FE_S25_ JC21_53.2_FE_S25_
#> "011" "012"
#> JC21_54.2_FE_S25_ JC21_55.2_FE_S25_
#> "011" "012"
#> JC21_56.2_FE_S25_ JC21_57.2_FE_S25_
#> "0211" "012"
#> JC21_58.2_FE_S25_ JC21_59.2_FE_S25_
#> "011" "012"
#> JC21_60.2_FE_S25_ JC21_61.1_FE_S25_
#> "0222" "012"
#> JC21_62.1_FE_S25_ JC21_63.1_FE_S25_
#> "012" "014"
#> JC21_64.1_FE_S25_ JC21_65.1_FE_S25_
#> "014" "011"
#> JC21_66.1_FE_S25_ JC21_67.1_FE_S25_
#> "011" "011"
#> JC21_68.1_FE_S25_ JC21_69.1_FE_S25_
#> "011" "034"
#> JC21_70.1_FE_S25_ JC21_71.1_FE_S25_
#> "011" "014"
#> JC21_72.1_FE_S25_ JC21_61.2_FE_S25_
#> "011" "012"
#> JC21_62.2_FE_S25_ JC21_63.2_FE_S25_
#> "012" "011"
#> JC21_64.2_FE_S25_ JC21_65.2_FE_S25_
#> "012" "012"
#> JC21_66.2_FE_S25_ JC21_67.2_FE_S25_
#> "023" "032"
#> JC21_68.2_FE_S25_ JC21_69.2_FE_S25_
#> "032" "011"
#> JC21_70.2_FE_S25_ JC21_71.2_FE_S25_
#> "011" "011"
#> JC21_72.2_FE_S25_ JC21_73.1_FE_S25_
#> "011" "011"
#> JC21_74.1_FE_S25_ JC21_75.1_FE_S25_
#> "014" "011"
#> JC21_76.1_FE_S25_ JC21_77.1_FE_S25_
#> "0223" "011"
#> JC21_78.1_FE_S25_ JC21_79.1_FE_S25_
#> "014" "011"
#> JC21_80.1_FE_S25_ JC21_81.1_FE_S25_
#> "011" "0132"
#> JC21_82.1_FE_S25_ JC21_83.1_FE_S25_
#> "011" "032"
#> JC21_84.1_FE_S25_ JC21_73.2_FE_S25_
#> "0211" "014"
#> JC21_74.2_FE_S25_ JC21_75.2_FE_S25_
#> "012" "011"
#> JC21_76.2_FE_S25_ JC21_77.2_FE_S25_
#> "0222" "011"
#> JC21_78.2_FE_S25_ JC21_79.2_FE_S25_
#> "011" "011"
#> JC21_80.2_FE_S25_ JC21_81.2_FE_S25_
#> "032" "011"
#> JC21_82.2_FE_S25_ JC21_83.2_FE_S25_
#> "011" "011"
#> JC21_84.2_FE_S25_ JC21_85.1_FE_S25_
#> "011" "011"
#> JC21_86.1_FE_S25_ JC21_87.1_FE_S25_
#> "011" "011"
#> JC21_88.1_FE_S25_ JC21_89.1_FE_S25_
#> "011" "011"
#> JC21_90.1_FE_S25_ JC21_91.1_FE_S25_
#> "011" "011"
#> JC21_92.1_FE_S25_ JC21_93.1_FE_S25_
#> "011" "011"
#> JC21_94.1_FE_S25_ JC21_95.1_FE_S25_
#> "011" "011"
#> JC21_96.1_FE_S25_ JC21_85.2_FE_S25_
#> "011" "012"
#> JC21_86.2_FE_S25_ JC21_87.2_FE_S25_
#> "011" "011"
#> JC21_88.2_FE_S25_ JC21_89.2_FE_S25_
#> "011" "011"
#> JC21_90.2_FE_S25_ JC21_91.2_FE_S25_
#> "011" "011"
#> JC21_92.2_FE_S25_ JC21_93.2_FE_S25_
#> "011" "011"
#> JC21_94.2_FE_S25_ JC21_95.2_FE_S25_
#> "011" "011"
#> JC21_96.2_FE_S25_ JC26_98.1_S32_
#> "011" "011"
#> JC26_99.1_S32_ JC26_100.1_W_S32_
#> "032" "02121"
#> JC26_101.1_S32_ JC26_102.1_S32_
#> "032" "011"
#> JC26_103.1_S32_ JC26_104.1_S32_
#> "0132" "0132"
#> JC26_106.1.3_S32_ JC26_108.1.3_S32_
#> "012" "011"
#> JC26_146_S32_ JC26_98.2_S32_
#> "032" "011"
#> JC26_99.2_S32_ JC26_100.2_W_S32_
#> "0211" "0223"
#> JC26_101.2_S32_ JC26_102.2_S32_
#> "011" "0131"
#> JC26_103.2_S32_ JC26_104.2_S32_
#> "014" "0222"
#> JC26_105.2.3_S32_ JC26_106.2.3_S32_
#> "012" "011"
#> JC26_107.2.3_S32_ JC26_108.2.3_S32_
#> "011" "012"
#> JC26_109.1.3_S32_ JC26_110.1.4_S32_
#> "014" "011"
#> JC26_111.1.4_S32_ JC26_112.1.4_S32_
#> "011" "0132"
#> JC26_113.1.4_S32_ JC26_114.1_S32_
#> "012" "032"
#> JC26_115.1.5_S32_ JC26_116.1.5_S32_
#> "014" "032"
#> JC26_117.1.5_S32_ JC26_118.1_S32_
#> "011" "034"
#> JC26_119.1_W.6_S32_ JC26_120.1.6_S32_
#> "0132" "014"
#> JC26_109.2.3_S32_ JC26_110.2.4_S32_
#> "032" "011"
#> JC26_111.2.4_S32_ JC26_112.2.4_S32_
#> "0223" "0132"
#> JC26_113.2.4_S32_ JC26_114.2_S32_
#> "014" "011"
#> JC26_115.2.5_S32_ JC26_116.2.5_S32_
#> "014" "0221"
#> JC26_117.2.5_S32_ JC26_118.2_S32_
#> "011" "011"
#> JC26_119.2_W.6_S32_ JC26_120.2.6_S32_
#> "034" "011"
#> JC26_121.1.6_S32_ JC26_122.1.6_S32_
#> "0221" "011"
#> JC26_123.1.6_S32_ JC26_125.1.6_S32_
#> "011" "023"
#> JC26_127.1_S32_ JC26_128.1.7_S32_
#> "032" "0222"
#> JC26_129.1_W.7_S32_ JC26_130.1.7_S32_
#> "011" "0222"
#> JC26_131.1.7_S32_ JC26_132.1.7_S32_
#> "0211" "023"
#> JC26_121.2.6_S32_ JC26_122.2.6_S32_
#> "032" "032"
#> JC26_123.2.6_S32_ JC26_124.2.6_S32_
#> "032" "014"
#> JC26_125.2.6_S32_ JC26_126.2_S32_
#> "014" "011"
#> JC26_127.2_S32_ JC26_128.2.7_S32_
#> "0131" "0223"
#> JC26_129.2_W.7_S32_ JC26_130.2.7_S32_
#> "011" "011"
#> JC26_131.2.7_S32_ JC26_132.2.7_S32_
#> "011" "011"
#> JC26_135.1.7_S32_ JC26_136.1.7_S32_
#> "014" "014"
#> JC26_137.1.8_S32_ JC26_147.8_S32_
#> "011" "011"
#> JC26_139.1.8_S32_ JC26_140.1.8_S32_
#> "011" "014"
#> JC26_141.1_S32_ JC26_142.1_S32_
#> "011" "011"
#> JC26_143.1_W_S32_ JC26_144.1_S32_
#> "0221" "011"
#> JC26_134.2.7_S32_ JC26_135.2.7_S32_
#> "011" "0131"
#> JC26_136.2.7_S32_ JC26_137.2.8_S32_
#> "0132" "012"
#> JC26_140.2.8_S32_ JC26_141.2_S32_
#> "011" "011"
#> JC26_143.2_W_S32_ JC26_144.2_S32_
#> "011" "011"
#> JC27_149.1_W.9_MA_S33_ JC27_151.1.9_MA_S33_
#> "011" "011"
#> JC27_152.1.9_MA_S33_ JC27_153.1.9_MA_S33_
#> "011" "011"
#> JC27_154.1.9_MA_S33_ JC27_155.1.9_MA_S33_
#> "011" "011"
#> JC27_156.1.9_MA_S33_ JC27_157.1_MA_S33_
#> "011" "02122"
#> JC27_158.1_MA_S33_ JC27_159.1_MA_S33_
#> "011" "011"
#> JC27_160.1_MA_S33_ JC27_149.2_W.9_MA_S33_
#> "011" "0213"
#> JC27_150.2.9_MA_S33_ JC27_151.2_big.9_MA_S33_
#> "011" "014"
#> JC27_152.2.9_MA_S33_ JC27_153.2.9_MA_S33_
#> "014" "032"
#> JC27_154.2.9_MA_S33_ JC27_155.2.9_MA_S33_
#> "011" "011"
#> JC27_156.2.9_MA_S33_ JC27_157.2_MA_S33_
#> "0132" "011"
#> JC27_158.2_MA_S33_ JC27_159.2_MA_S33_
#> "011" "0222"
#> JC27_160.2_MA_S33_ JC27_162.1_MA_S33_
#> "0222" "014"
#> JC27_163.1_MA_S33_ JC27_164.1_MA_S33_
#> "012" "0211"
#> JC27_165.1_MA_S33_ JC27_166.1_MA_S33_
#> "012" "012"
#> JC27_167.1_MA_S33_ JC27_168.1_MA_S33_
#> "011" "0223"
#> JC27_169.1_MA_S33_ JC27_170.1_MA_S33_
#> "012" "0221"
#> JC27_171.1_MA_S33_ JC27_172.1_MA_S33_
#> "014" "0222"
#> JC27_161.2_MA_S33_ JC27_162.2_MA_S33_
#> "0223" "011"
#> JC27_163.2_MA_S33_ JC27_164.2_MA_S33_
#> "0221" "034"
#> JC27_165.2_MA_S33_ JC27_166.2_MA_S33_
#> "014" "0131"
#> JC27_167.2_MA_S33_ JC27_168.2_MA_S33_
#> "0132" "02121"
#> JC27_169.2_MA_S33_ JC27_170.2_MA_S33_
#> "0222" "012"
#> JC27_172.2_MA_S33_ JC27_173.1_MA_S33_
#> "0223" "0131"
#> JC27_174.1_MA_S33_ JC27_175.1_MA_S33_
#> "0132" "0221"
#> JC27_177.1_big_MA_S33_ JC27_178.1_MA_S33_
#> "011" "0221"
#> JC27_180.1_W_MA_S33_ JC27_181.1_MA_S33_
#> "011" "012"
#> JC27_182.1_W_MA_S33_ JC27_183.1_MA_S33_
#> "014" "0223"
#> JC27_184.1_MA_S33_ JC27_173.2_big_MA_S33_
#> "02122" "011"
#> JC27_174.2_MA_S33_ JC27_175.2_MA_S33_
#> "023" "0132"
#> JC27_176.2_W_MA_S33_ JC27_177.2_MA_S33_
#> "012" "011"
#> JC27_178.2_MA_S33_ JC27_179.2_MA_S33_
#> "011" "011"
#> JC27_180.2_W_MA_S33_ JC27_181.2_big_MA_S33_
#> "014" "011"
#> JC27_182.2_W_MA_S33_ JC27_183.2_MA_S33_
#> "011" "011"
#> JC27_184.2_MA_S33_ JC27_185.1_MA_S33_
#> "012" "0221"
#> JC27_186.1_MA_S33_ JC27_187.1_MA_S33_
#> "011" "014"
#> JC27_188.1_MA_S33_ JC27_189.1_MA_S33_
#> "011" "014"
#> JC27_190.1_MA_S33_ JC27_191.1_MA_S33_
#> "011" "014"
#> JC27_192.1_W_MA_S33_ JC27_193.1_._big_MA_S33_
#> "0213" "014"
#> JC27_193.3_MA_S33_ JC27_195.1_MA_S33_
#> "011" "02121"
#> JC27_196.1_MA_S33_ JC27_185.2_MA_S33_
#> "0211" "011"
#> JC27_186.2_MA_S33_ JC27_187.2_MA_S33_
#> "011" "02122"
#> JC27_188.2_MA_S33_ JC27_189.2_MA_S33_
#> "0211" "011"
#> JC27_190.2_MA_S33_ JC27_191.2_MA_S33_
#> "0132" "014"
#> JC27_192.2_W_MA_S33_ JC27_193.2_MA_S33_
#> "011" "011"
#> JC27_193.4_MA_S33_ JC27_195.2_MA_S33_
#> "0132" "011"
#> JC27_196.2_MA_S33_ JC28_197.1_FE_S33_
#> "011" "014"
#> JC28_198.1_FE_S33_ JC28_200.1.23_FE_S33_
#> "011" "011"
#> JC28_201.1.23_FE_S33_ JC28_202.1_FE_S33_
#> "011" "011"
#> JC28_203.1_FE_S33_ JC28_205.1_FE_S33_
#> "011" "011"
#> JC28_206.1_FE_S33_ JC28_207.1_FE_S33_
#> "011" "011"
#> JC28_208.1_FE_S33_ JC28_197.2_FE_S33_
#> "011" "011"
#> JC28_198.2_big_FE_S33_ JC28_199.2.23_FE_S33_
#> "011" "011"
#> JC28_201.2.23_FE_S33_ JC28_202.2_FE_S33_
#> "011" "014"
#> JC28_203.2_FE_S33_ JC28_204.2_FE_S33_
#> "0132" "011"
#> JC28_205.2_FE_S33_ JC28_206.2_FE_S33_
#> "011" "014"
#> JC28_207.2_FE_S33_ JC28_208.2_FE_S33_
#> "011" "011"
#> JC28_210.1_FE_S33_ JC28_211.1_FE_S33_
#> "011" "014"
#> JC28_212.1_FE_S33_ JC28_213.1.26_FE_S33_
#> "023" "011"
#> JC28_214.1.26_FE_S33_ JC28_215.1.26_FE_S33_
#> "0132" "014"
#> JC28_216.1.26_FE_S33_ JC28_217.1.26_FE_S33_
#> "011" "034"
#> JC28_218.1_FE_S33_ JC28_220.1_FE_S33_
#> "014" "011"
#> JC28_209.2_FE_S33_ JC28_210.2_FE_S33_
#> "011" "034"
#> JC28_211.2_FE_S33_ JC28_212.2_FE_S33_
#> "023" "023"
#> JC28_214.2.26_FE_S33_ JC28_216.2.26_FE_S33_
#> "023" "011"
#> JC28_217.2.26_FE_S33_ JC28_218.2_FE_S33_
#> "014" "014"
#> JC28_219.2_FE_S33_ JC28_220.2_FE_S33_
#> "0223" "02121"
#> JC28_222.1_FE_S33_ JC28_223.1_FE_S33_
#> "011" "032"
#> JC28_228.1.29_FE_S33_ JC28_229.1.29_FE_S33_
#> "011" "023"
#> JC28_230.1.29_FE_S33_ JC28_231.1_FE_S33_
#> "023" "011"
#> JC28_232.1_FE_S33_ JC28_221.2_FE_S33_
#> "011" "011"
#> JC28_222.2_FE_S33_ JC28_223.2_FE_S33_
#> "011" "011"
#> JC28_224.2_FE_S33_ JC28_225.2.29_FE_S33_
#> "014" "011"
#> JC28_226.2.29_FE_S33_ JC28_227.2.29_FE_S33_
#> "011" "011"
#> JC28_229.2.29_FE_S33_ JC28_230.2.29_FE_S33_
#> "011" "011"
#> JC28_232.2_FE_S33_ JC28_233.3_T_FE_S33_
#> "014" "032"
#> JC28_235.1_FE_S33_ JC28_236.1_FE_S33_
#> "011" "011"
#> JC28_237.1_FE_S33_ JC28_238.1_FE_S33_
#> "011" "011"
#> JC28_239.1_FE_S33_ JC28_240.1_FE_S33_
#> "011" "011"
#> JC28_241.1_FE_S33_ JC28_242.1_FE_S33_
#> "011" "011"
#> JC28_243.1_FE_S33_ JC28_244.1_FE_S33_
#> "011" "011"
#> JC28_233.2_T_FE_S33_ JC28_234.2_FE_S33_
#> "011" "011"
#> JC28_235.2_FE_S33_ JC28_236.2_FE_S33_
#> "011" "011"
#> JC28_237.2_FE_S33_ JC28_238.2_FE_S33_
#> "011" "011"
#> JC28_239.2_FE_S33_ JC28_240.2_FE_S33_
#> "011" "011"
#> JC28_241.2_FE_S33_ JC28_242.2_FE_S33_
#> "011" "011"
#> JC28_243.2_FE_S33_ JC30_245.1_MA
#> "011" "014"
#> JC30_246.1_MA JC30_247.1_MA
#> "011" "011"
#> JC30_248.1.32_MA JC30_249.1.32_MA
#> "014" "012"
#> JC30_250.1.32_MA JC30_251.1_MA
#> "011" "011"
#> JC30_252.1_T_MA JC30_252.3_T_MA
#> "034" "014"
#> JC30_254.1_MA JC30_255.1_MA
#> "014" "012"
#> JC30_256.1_MA JC30_245.2_MA
#> "011" "012"
#> JC30_246.2_MA JC30_247.2_MA
#> "0222" "012"
#> JC30_248.2.32_MA JC30_249.2.32_MA
#> "011" "011"
#> JC30_250.2.32_MA JC30_251.2_MA
#> "011" "011"
#> JC30_252.2_T_MA JC30_254.3_MA
#> "011" "011"
#> JC30_254.2_._MA JC30_255.2_MA
#> "011" "0131"
#> JC30_256.2_MA JC30_257.1_MA
#> "011" "011"
#> JC30_258.1.33_MA JC30_259.1_W.33_MA
#> "011" "011"
#> JC30_260.1_W.33_MA JC30_261.1.34_MA
#> "011" "011"
#> JC30_261.3.34_MA JC30_263.1.34_MA
#> "011" "011"
#> JC30_264.1_W.34_MA JC30_265.1_MA
#> "011" "012"
#> JC30_265.3_._big_MA JC30_265.4_MA
#> "014" "011"
#> JC30_268.1_MA JC30_257.2_MA
#> "034" "011"
#> JC30_258.2.33_MA JC30_259.2_W.33_MA
#> "011" "011"
#> JC30_260.2_W.33_MA JC30_261.2_..34_MA
#> "011" "011"
#> JC30_261.4.34_MA JC30_263.2.34_MA
#> "011" "011"
#> JC30_264.2_W.34_MA JC30_265.2_MA
#> "011" "011"
#> JC30_265.5_MA JC30_265.6_MA
#> "011" "014"
#> JC30_268.2_MA JC30_269.1_W_MA
#> "034" "011"
#> JC30_270.1_W_MA JC30_271.1_W_MA
#> "011" "011"
#> JC30_272.1_W_MA JC30_273.1_MA
#> "012" "011"
#> JC30_273.3_MA JC30_275.1_T_MA
#> "014" "011"
#> JC30_276.1_MA JC30_277.1_T_MA
#> "011" "011"
#> JC30_277.3_T_MA JC30_279.1_MA
#> "011" "011"
#> JC30_280.1_MA JC30_269.2_W_MA
#> "011" "011"
#> JC30_270.2_W_MA JC30_271.2_W_MA
#> "011" "011"
#> JC30_272.2_W_MA JC30_273.2_._MA
#> "011" "011"
#> JC30_275.3_T_MA JC30_275.2_T_MA
#> "011" "011"
#> JC30_276.2_MA JC30_277.2_T_MA
#> "011" "011"
#> JC30_279.3_._MA JC30_279.2_MA
#> "011" "011"
#> JC30_280.2_MA JC30_281.1_MA
#> "011" "011"
#> JC30_282.1_MA JC30_283.1_MA
#> "011" "011"
#> JC30_284.1_MA JC30_285.1_MA
#> "011" "011"
#> JC30_286.1_MA JC30_287.1_MA
#> "011" "011"
#> JC30_288.1_._MA JC30_288.3_MA
#> "014" "011"
#> JC30_290.1_MA JC30_291.1_MA
#> "011" "011"
#> JC30_292.1_MA JC30_281.2_MA
#> "011" "011"
#> JC30_282.2_MA JC30_283.2_MA
#> "011" "032"
#> JC30_284.2_MA JC30_285.2_MA
#> "011" "011"
#> JC30_286.2_MA JC30_287.2_MA
#> "011" "011"
#> JC30_288.2_MA JC30_289.2_MA
#> "011" "011"
#> JC30_289.1_MA JC30_291.2_MA
#> "014" "011"
#> JC30_292.2_MA JC32_293.1_W_
#> "011" "011"
#> JC32_294.1.37_ JC32_295.1_T.37_
#> "0132" "011"
#> JC32_296.1_T.37_ JC32_296.3_T.37_
#> "011" "0132"
#> JC32_298.1.37_ JC32_300.2_..38_
#> "0222" "034"
#> JC32_300.3_..38_ JC32_302.1.38_
#> "011" "011"
#> JC32_303.1.38_ JC32_293.2_W_
#> "034" "011"
#> JC32_294.2.37_ JC32_295.2_T_W.37_
#> "011" "011"
#> JC32_296.2_T.37_ JC32_295.3_T_W.37_
#> "011" "011"
#> JC32_298.2_big.37_ JC32_299.2_
#> "011" "011"
#> JC32_300.1_..38_ JC32_300.4_..38_
#> "011" "011"
#> JC32_302.2.38_ JC32_303.2.38_
#> "011" "011"
#> JC32_304.2.39_ JC32_305.1.39_
#> "011" "011"
#> JC32_306.1.39_ JC32_307.1.39_
#> "011" "011"
#> JC32_308.1.40_ JC32_309.1_..40_
#> "011" "011"
#> JC32_309.3.40_ JC32_311.1.40_
#> "011" "011"
#> JC32_312.1.40_ JC32_314.1.41_
#> "011" "011"
#> JC32_315.1_T.41_ JC32_315.3_T.41_
#> "02122" "012"
#> JC32_305.2.39_ JC32_306.2.39_
#> "011" "011"
#> JC32_307.2.39_ JC32_308.2.40_
#> "0131" "011"
#> JC32_309.2.40_ JC32_309.4.40_
#> "0132" "011"
#> JC32_311.2.40_ JC32_312.2.40_
#> "011" "011"
#> JC32_313.2.40_ JC32_314.2.41_
#> "011" "011"
#> JC32_315.2_T.41_ JC32_317.3.41_
#> "0131" "011"
#> JC32_317.1.41_ JC32_318.1.41_
#> "011" "011"
#> JC32_319.1.41_ JC32_320.1.41_
#> "0132" "014"
#> JC32_321.1.41_ JC32_322.1.41_
#> "011" "0213"
#> JC32_323.1.42_ JC32_324.1.42_
#> "0213" "011"
#> JC32_325.1_W.42_ JC32_326.1_..42_
#> "011" "011"
#> JC32_326.3.42_ JC32_328.1.43_
#> "011" "0132"
#> JC32_317.2_..41_ JC32_318.2.41_
#> "011" "011"
#> JC32_319.2.41_ JC32_320.2.41_
#> "011" "011"
#> JC32_321.2.41_ JC32_322.2.41_
#> "011" "011"
#> JC32_323.2.42_ JC32_324.2.42_
#> "011" "032"
#> JC32_325.2_W.42_ JC32_326.2.42_
#> "011" "011"
#> JC32_327.2.42_ JC32_328.2.43_
#> "011" "011"
#> JC32_329.1.43_ JC32_330.1.43_
#> "032" "034"
#> JC32_331.1.43_ JC32_331.3.43_
#> "011" "011"
#> JC32_333.1.43_ JC32_334.1.44_
#> "011" "011"
#> JC32_335.1.44_ JC32_336.1.44_
#> "011" "011"
#> JC32_337.1.44_ JC32_338.1.44_
#> "011" "0131"
#> JC32_338.3_._big.44_ JC32_340.1_T_
#> "032" "011"
#> JC32_329.2.43_ JC32_330.2.43_
#> "0132" "0222"
#> JC32_331.2.43_ JC32_331.4_._big.43_
#> "011" "011"
#> JC32_333.2.43_ JC32_334.2.44_
#> "0131" "011"
#> JC32_335.2.44_ JC32_336.2.44_
#> "023" "011"
#> JC32_337.2.44_ JC32_338.2.44_
#> "011" "0132"
#> JC32_340.3_T_ JC32_340.2_T_
#> "0221" "0132"
#> JC35_437.1.45_MA_S45_ JC35_437.3_._big.45_MA_S45_
#> "011" "0131"
#> JC35_437.5.45_MA_S45_ JC35_437.7.45_MA_S45_
#> "011" "011"
#> JC35_441.1.46_MA_S45_ JC35_442.1.46_MA_S45_
#> "011" "011"
#> JC35_443.1.47_MA_S45_ JC35_444.1_T.47_MA_S45_
#> "011" "011"
#> JC35_444.3_T.47_MA_S45_ JC35_446.1.48_MA_S45_
#> "011" "011"
#> JC35_447.1.48_MA_S45_ JC35_448.1.48_MA_S45_
#> "011" "011"
#> JC35_437.2.45_MA_S45_ JC35_437.4.45_MA_S45_
#> "011" "011"
#> JC35_437.6.45_MA_S45_ JC35_437.8.45_MA_S45_
#> "011" "011"
#> JC35_441.2.46_MA_S45_ JC35_442.2.46_MA_S45_
#> "011" "011"
#> JC35_443.2.47_MA_S45_ JC35_444.2_T.47_MA_S45_
#> "011" "011"
#> JC35_451.3_._big.48_MA_S45_ JC35_446.2.48_MA_S45_
#> "011" "011"
#> JC35_447.2.48_MA_S45_ JC35_448.2.48_MA_S45_
#> "011" "012"
#> JC35_449.1.48_MA_S45_ JC35_450.1.48_MA_S45_
#> "014" "011"
#> JC35_451.1.48_MA_S45_ JC35_452.1_adi_MA_S45_
#> "011" "011"
#> JC35_453.1_._MA_S45_ JC35_453.3_MA_S45_
#> "012" "011"
#> JC35_455.1_T_MA_S45_ JC35_456.1.49_MA_S45_
#> "011" "034"
#> JC35_457.1.49_MA_S45_ JC35_458.1.49_MA_S45_
#> "0131" "014"
#> JC35_459.1.50_MA_S45_ JC35_460.1.50_MA_S45_
#> "012" "012"
#> JC35_449.2.48_MA_S45_ JC35_450.2.48_MA_S45_
#> "011" "011"
#> JC35_451.2.48_MA_S45_ JC35_445.1_adi_MA_S45_
#> "014" "011"
#> JC35_453.2_MA_S45_ JC35_455.3_T_MA_S45_
#> "012" "011"
#> JC35_455.2_T_MA_S45_ JC35_456.2.49_MA_S45_
#> "0222" "034"
#> JC35_457.2.49_MA_S45_ JC35_458.2.49_MA_S45_
#> "032" "034"
#> JC35_459.2.50_MA_S45_ JC35_460.2.50_MA_S45_
#> "011" "012"
#> JC35_461.1_._MA_S45_ JC35_461.4_._MA_S45_
#> "011" "011"
#> JC35_463.1_MA_S45_ JC35_464.1.51_MA_S45_
#> "011" "0131"
#> JC35_465.1_T.51_MA_S45_ JC35_465.3_T.51_MA_S45_
#> "011" "011"
#> JC35_467.3_..52_MA_S45_ JC35_467.4_..52_MA_S45_
#> "011" "011"
#> JC35_469.1_T.52_MA_S45_ JC35_470.1_._MA_S45_
#> "0222" "011"
#> JC35_470.3_MA_S45_ JC35_472.1_MA_S45_
#> "011" "012"
#> JC35_461.2_._MA_S45_ JC35_461.3_._MA_S45_
#> "011" "032"
#> JC35_463.2_MA_S45_ JC35_464.2.51_MA_S45_
#> "011" "012"
#> JC35_465.2_T.51_MA_S45_ JC35_467.1_..52_MA_S45_
#> "011" "011"
#> JC35_467.2_..52_MA_S45_ JC35_469.3_T.52_MA_S45_
#> "011" "0131"
#> JC35_469.2_T.52_MA_S45_ JC35_470.2_MA_S45_
#> "011" "011"
#> JC35_475.3_T_MA_S45_ JC35_484.1_MA_S45_
#> "011" "011"
#> JC35_473.1_MA_S45_ JC35_474.1_MA_S45_
#> "012" "014"
#> JC35_475.1_T_MA_S45_ JC35_476.1_W.53_MA_S45_
#> "011" "012"
#> JC35_477.1.53_MA_S45_ JC35_478.1.53_MA_S45_
#> "011" "011"
#> JC35_479.1_MA_S45_ JC35_480.1_W.54_MA_S45_
#> "011" "0131"
#> JC35_481.1.54_MA_S45_ JC35_482.1.55_MA_S45_
#> "011" "0131"
#> JC35_483.1_W.55_MA_S45_ JC35_472.2_MA_S45_
#> "011" "011"
#> JC35_473.2_MA_S45_ JC35_474.2_MA_S45_
#> "011" "014"
#> JC35_475.2_T_MA_S45_ JC35_476.2_W.53_MA_S45_
#> "011" "011"
#> JC35_477.2.53_MA_S45_ JC35_478.2.53_MA_S45_
#> "011" "014"
#> JC35_479.2_MA_S45_ JC35_480.2_W.54_MA_S45_
#> "011" "011"
#> JC35_481.2.54_MA_S45_ JC35_482.2.55_MA_S45_
#> "011" "012"
#> JC35_483.2_W.55_MA_S45_ JC35_484.2_MA_S45_
#> "011" "011"
#> JC36_486.1_T.56_MA_S46_ JC36_486.3_T.56_MA_S46_
#> "02122" "0221"
#> JC36_488.1.56_MA_S46_ JC36_490.4_._W.57_MA_S46_
#> "033" "012"
#> JC36_492.3.57_MA_S46_ JC36_494.1.58_MA_S46_
#> "012" "02121"
#> JC36_495.1.58_MA_S46_ JC36_496.1.58_MA_S46_
#> "012" "011"
#> JC36_486.2_T.56_MA_S46_ JC36_488.3_..56_MA_S46_
#> "011" "0221"
#> JC36_488.2.56_MA_S46_ JC36_489.2.56_MA_S46_
#> "014" "012"
#> JC36_490.2_._W.57_MA_S46_ JC36_490.3_._W.57_MA_S46_
#> "012" "012"
#> JC36_492.2.57_MA_S46_ JC36_495.3_..58_MA_S46_
#> "011" "012"
#> JC36_494.2.58_MA_S46_ JC36_495.2.58_MA_S46_
#> "012" "012"
#> JC36_497.1_W.58_MA_S46_ JC36_499.1_W_MA_S46_
#> "0211" "032"
#> JC36_500.1_MA_S46_ JC36_501.1_._MA_S46_
#> "012" "0213"
#> JC36_501.3_MA_S46_ JC36_503.1_._adi_MA_S46_
#> "02122" "0131"
#> JC36_505.1.59_MA_S46_ JC36_506.1.59_MA_S46_
#> "032" "0222"
#> JC36_507.3.59_MA_S46_ JC36_497.2_W.58_MA_S46_
#> "012" "032"
#> JC36_499.2_W_MA_S46_ JC36_500.2_MA_S46_
#> "0221" "012"
#> JC36_501.2_MA_S46_ JC36_503.3_MA_S46_
#> "02122" "014"
#> JC36_503.2_MA_S46_ JC36_504.2.59_MA_S46_
#> "014" "032"
#> JC36_505.2.59_MA_S46_ JC36_506.2.59_MA_S46_
#> "012" "012"
#> JC36_507.2.59_MA_S46_ JC36_520.3_T_MA_S46_
#> "012" "0221"
#> JC36_511.1_W.61_MA_S46_ JC36_513.1_MA_S46_
#> "0223" "02122"
#> JC36_514.1.62_MA_S46_ JC36_515.1_._big.62_MA_S46_
#> "014" "0222"
#> JC36_515.3.62_MA_S46_ JC36_515.5.62_MA_S46_
#> "012" "012"
#> JC36_518.1_._MA_S46_ JC36_519.3_._MA_S46_
#> "014" "0213"
#> JC36_520.1_T_MA_S46_ JC36_511.2_W.61_MA_S46_
#> "012" "032"
#> JC36_512.2_W.61_MA_S46_ JC36_513.2_MA_S46_
#> "0131" "012"
#> JC36_514.2.62_MA_S46_ JC36_515.2.62_MA_S46_
#> "011" "011"
#> JC36_515.4.62_MA_S46_ JC36_515.6.62_MA_S46_
#> "012" "014"
#> JC36_518.2_._MA_S46_ JC36_519.4_._MA_S46_
#> "011" "034"
#> JC36_520.2_T_MA_S46_ JC36_521.1_MA_S46_
#> "0222" "0221"
#> JC36_523.1.63_MA_S46_ JC36_524.1_..63_MA_S46_
#> "011" "014"
#> JC36_524.3.63_MA_S46_ JC36_524.5.63_MA_S46_
#> "011" "014"
#> JC36_527.1_MA_S46_ JC36_528.1_MA_S46_
#> "012" "012"
#> JC36_529.1_._MA_S46_ JC36_530.1_._MA_S46_
#> "011" "0221"
#> JC36_531.1_MA_S46_ JC36_532.1_MA_S46_
#> "0132" "0223"
#> JC36_521.2_MA_S46_ JC36_522.2_MA_S46_
#> "011" "012"
#> JC36_523.2.63_MA_S46_ JC36_524.2.63_MA_S46_
#> "012" "012"
#> JC36_524.4.63_MA_S46_ JC36_531.3_._MA_S46_
#> "032" "014"
#> JC36_527.2_MA_S46_ JC36_528.2_MA_S46_
#> "0223" "012"
#> JC36_529.2_._MA_S46_ JC36_530.2_._MA_S46_
#> "02121" "0222"
#> JC36_531.2_MA_S46_ JC36_532.2_MA_S46_
#> "0213" "0223"
#> JC37_533.1_W.64_MA_S46_ JC37_533.3.64_MA_S46_
#> "023" "034"
#> JC37_534.1.64_MA_S46_ JC37_534.4.64_MA_S46_
#> "012" "032"
#> JC37_537.1_MA_S46_ JC37_538.1_MA_S46_
#> "0132" "02121"
#> JC37_539.1_..65_MA_S46_ JC37_539.3.65_MA_S46_
#> "014" "012"
#> JC37_541.1.65_MA_S46_ JC37_542.1.65_MA_S46_
#> "014" "0211"
#> JC37_543.1.65_MA_S46_ JC37_544.1_..65_MA_S46_
#> "02122" "02122"
#> JC37_533.2_._W.64_MA_S46_ JC37_534.3.64_MA_S46_
#> "0131" "012"
#> JC37_534.5.64_MA_S46_ JC37_537.2_MA_S46_
#> "0132" "0132"
#> JC37_538.2_MA_S46_ JC37_539.2.65_MA_S46_
#> "012" "014"
#> JC37_544.3.65_MA_S46_ JC37_541.2.65_MA_S46_
#> "032" "02121"
#> JC37_542.2.65_MA_S46_ JC37_544.2.65_MA_S46_
#> "0132" "032"
#> JC37_545.1_T.65_MA_S46_ JC37_545.3_T.65_MA_S46_
#> "02121" "032"
#> JC37_547.1_MA_S46_ JC37_548.1_MA_S46_
#> "02121" "0211"
#> JC37_549.1_MA_S46_ JC37_550.1_._MA_S46_
#> "011" "0211"
#> JC37_551.1_MA_S46_ JC37_553.3_MA_S46_
#> "032" "0213"
#> JC37_553.1_._big_adi_MA_S46_ JC37_554.1_MA_S46_
#> "0222" "0213"
#> JC37_555.1.66_MA_S46_ JC37_556.1.66_MA_S46_
#> "0223" "012"
#> JC37_545.2_T.65_MA_S46_ JC37_550.3_MA_S46_
#> "02122" "032"
#> JC37_547.2_MA_S46_ JC37_548.2_MA_S46_
#> "012" "0221"
#> JC37_549.2_MA_S46_ JC37_550.2_MA_S46_
#> "012" "0222"
#> JC37_551.2_MA_S46_ JC37_553.4_MA_S46_
#> "012" "02121"
#> JC37_553.2_MA_S46_ JC37_554.2_MA_S46_
#> "0211" "012"
#> JC37_555.2.66_MA_S46_ JC37_556.2.66_MA_S46_
#> "0223" "031"
#> JC37_557.1_ery.66_MA_S46_ JC37_558.1.66_MA_S46_
#> "014" "012"
#> JC37_559.1_ery.66_MA_S46_ JC37_560.1_MA_S46_
#> "011" "0221"
#> JC37_561.1_ery_MA_S46_ JC37_562.4_..67_MA_S46_
#> "032" "023"
#> JC37_564.1.67_MA_S46_ JC37_566.1.67_MA_S46_
#> "0223" "011"
#> JC37_567.1_ery.67_MA_S46_ JC37_568.1_MA_S46_
#> "032" "0223"
#> JC37_558.2_ery.66_MA_S46_ JC37_559.2_ery.66_MA_S46_
#> "011" "011"
#> JC37_560.2_MA_S46_ JC37_561.2_MA_S46_
#> "0221" "012"
#> JC37_562.2_._ery.67_MA_S46_ JC37_562.3_..67_MA_S46_
#> "011" "011"
#> JC37_564.2.67_MA_S46_ JC37_565.2.67_MA_S46_
#> "0213" "011"
#> JC37_566.2.67_MA_S46_ JC37_567.2.67_MA_S46_
#> "011" "014"
#> JC37_570.1.68_MA_S46_ JC37_571.1_..68_MA_S46_
#> "02122" "011"
#> JC37_571.4_..68_MA_S46_ JC37_573.1_MA_S46_
#> "0213" "011"
#> JC37_574.1_T_MA_S46_ JC37_574.3_T_MA_S46_
#> "011" "011"
#> JC37_576.1_T_W.69_MA_S46_ JC37_577.1.69_MA_S46_
#> "034" "011"
#> JC37_578.1_MA_S46_ JC37_579.1_._MA_S46_
#> "012" "02122"
#> JC37_579.3_MA_S46_ JC37_569.2_MA_S46_
#> "02121" "011"
#> JC37_570.2.68_MA_S46_ JC37_571.3_..68_MA_S46_
#> "0221" "0131"
#> JC37_573.2_MA_S46_ JC37_574.2_T_MA_S46_
#> "032" "0132"
#> JC37_576.3_T_W.69_MA_S46_ JC37_576.2_T.69_MA_S46_
#> "023" "0222"
#> JC37_577.2.69_MA_S46_ JC37_578.2_MA_S46_
#> "0213" "012"
#> JC37_579.2_MA_S46_ JC39_581.3.70_FE_S23_
#> "023" "023"
#> JC39_583.1.70_FE_S23_ JC39_585.1_T.70_FE_S23_
#> "0132" "014"
#> JC39_585.3_T.70_FE_S23_ JC39_587.1.70_FE_S23_
#> "034" "0211"
#> JC39_588.1.70_FE_S23_ JC39_589.3.71_FE_S23_
#> "034" "032"
#> JC39_591.3_..71_FE_S23_ JC39_591.4_..71_FE_S23_
#> "02122" "0211"
#> JC39_581.2.70_FE_S23_ JC39_581.4.70_FE_S23_
#> "023" "0131"
#> JC39_583.2.70_FE_S23_ JC39_584.2_div.70_FE_S23_
#> "031" "014"
#> JC39_585.2_T.70_FE_S23_ JC39_588.3.70_FE_S23_
#> "0211" "0211"
#> JC39_587.2.70_FE_S23_ JC39_588.2_..70_FE_S23_
#> "0131" "0213"
#> JC39_589.2.71_FE_S23_ JC39_591.1_..71_FE_S23_
#> "0132" "034"
#> JC39_591.2_..71_FE_S23_ JC39_594.3.71_FE_S23_
#> "023" "023"
#> JC39_593.1.71_FE_S23_ JC39_594.1_..71_FE_S23_
#> "0131" "0221"
#> JC39_595.1.72_FE_S23_ JC39_596.1.72_FE_S23_
#> "012" "023"
#> JC39_597.1_T_FE_S23_ JC39_597.3_T_FE_S23_
#> "011" "0132"
#> JC39_599.1_FE_S23_ JC39_600.1_._FE_S23_
#> "0221" "0223"
#> JC39_601.1_FE_S23_ JC39_602.1_FE_S23_
#> "012" "012"
#> JC39_603.1_T_FE_S23_ JC39_604.1_FE_S23_
#> "0223" "034"
#> JC39_593.2.71_FE_S23_ JC39_594.2.71_FE_S23_
#> "014" "0211"
#> JC39_595.2.72_FE_S23_ JC39_596.2.72_FE_S23_
#> "012" "012"
#> JC39_597.2_T_FE_S23_ JC39_603.3_T_FE_S23_
#> "0132" "0131"
#> JC39_599.2_FE_S23_ JC39_600.2_FE_S23_
#> "0132" "012"
#> JC39_601.2_FE_S23_ JC39_602.2_FE_S23_
#> "02122" "0223"
#> JC39_603.2_T_FE_S23_ JC39_604.2_FE_S23_
#> "0131" "0222"
#> JC39_605.1_FE_S23_ JC39_606.1_FE_S23_
#> "02121" "0213"
#> JC39_607.1_FE_S23_ JC39_608.1_._FE_S23_
#> "0213" "0221"
#> JC39_608.3_FE_S23_ JC39_610.1_FE_S23_
#> "0213" "0211"
#> JC39_611.1_FE_S23_ JC39_612.1.73_FE_S23_
#> "0211" "0213"
#> JC39_613.1_..73_FE_S23_ JC39_613.3.73_FE_S23_
#> "02122" "023"
#> JC39_615.1_FE_S23_ JC39_616.1_FE_S23_
#> "012" "0132"
#> JC39_605.2_FE_S23_ JC39_606.2_FE_S23_
#> "0223" "0131"
#> JC39_607.2_FE_S23_ JC39_608.2_FE_S23_
#> "0211" "0132"
#> JC39_618.4_._FE_S23_ JC39_610.2_FE_S23_
#> "011" "014"
#> JC39_611.2_FE_S23_ JC39_612.2.73_FE_S23_
#> "011" "0211"
#> JC39_613.2.73_FE_S23_ JC39_613.4.73_FE_S23_
#> "011" "023"
#> JC39_615.2_FE_S23_ JC39_616.2_FE_S23_
#> "034" "023"
#> JC39_617.1_FE_S23_ JC39_618.3_._FE_S23_
#> "0221" "012"
#> JC39_619.1_FE_S23_ JC39_620.1_FE_S23_
#> "011" "0132"
#> JC39_621.1_._FE_S23_ JC39_621.3_FE_S23_
#> "011" "011"
#> JC39_623.1_FE_S23_ JC39_624.1_T_FE_S23_
#> "014" "032"
#> JC39_624.3_T_FE_S23_ JC39_626.1_T_FE_S23_
#> "011" "014"
#> JC39_627.1_FE_S23_ JC39_628.1_FE_S23_
#> "0221" "012"
#> JC39_618.1_._FE_S23_ JC39_618.2_._FE_S23_
#> "012" "012"
#> JC39_619.2_FE_S23_ JC39_620.2_FE_S23_
#> "032" "012"
#> JC39_621.2_FE_S23_ JC39_623.3_FE_S23_
#> "0213" "034"
#> JC39_623.2_._FE_S23_ JC39_624.2_T_FE_S23_
#> "02122" "014"
#> JC39_626.3_T_FE_S23_ JC39_626.2_T_FE_S23_
#> "034" "0223"
#> JC39_627.2_FE_S23_ JC39_628.2_FE_S23_
#> "0221" "012"
#> JC40_629.1.74_FE_S23_ JC40_630.1.74_FE_S23_
#> "011" "0131"
#> JC40_631.1.74_FE_S23_ JC40_632.1.75_FE_S23_
#> "011" "0213"
#> JC40_633.1.75_FE_S23_ JC40_634.1.75_FE_S23_
#> "023" "011"
#> JC40_635.1_T.76_FE_S23_ JC40_635.3_T.76_FE_S23_
#> "011" "011"
#> JC40_637.1.76_FE_S23_ JC40_638.1_T.76_FE_S23_
#> "012" "012"
#> JC40_639.1_FE_S23_ JC40_640.1_FE_S23_
#> "012" "0131"
#> JC40_629.2.74_FE_S23_ JC40_630.2.74_FE_S23_
#> "011" "012"
#> JC40_631.2.74_FE_S23_ JC40_632.2.75_FE_S23_
#> "011" "0222"
#> JC40_633.2.75_FE_S23_ JC40_634.2.75_FE_S23_
#> "0222" "014"
#> JC40_635.2_T.76_FE_S23_ JC40_638.3_T.76_FE_S23_
#> "011" "011"
#> JC40_637.2.76_FE_S23_ JC40_638.2_T.76_FE_S23_
#> "011" "0131"
#> JC40_639.2_FE_S23_ JC40_640.2_FE_S23_
#> "012" "032"
#> JC40_641.1_FE_S23_ JC40_642.1_FE_S23_
#> "011" "011"
#> JC40_643.1.77_FE_S23_ JC40_644.1.77_FE_S23_
#> "011" "02122"
#> JC40_645.1.77_FE_S23_ JC40_646.1.77_FE_S23_
#> "011" "011"
#> JC40_647.1_FE_S23_ JC40_648.1.78_FE_S23_
#> "011" "012"
#> JC40_649.1_T.78_FE_S23_ JC40_649.3_T.78_FE_S23_
#> "023" "032"
#> JC40_651.1.78_FE_S23_ JC40_652.1_FE_S23_
#> "034" "011"
#> JC40_641.2_FE_S23_ JC40_642.2_FE_S23_
#> "012" "0222"
#> JC40_643.2.77_FE_S23_ JC40_644.2.77_FE_S23_
#> "014" "032"
#> JC40_645.2.77_FE_S23_ JC40_646.2.77_FE_S23_
#> "0131" "012"
#> JC40_647.2_FE_S23_ JC40_648.2.78_FE_S23_
#> "011" "012"
#> JC40_649.2_T.78_FE_S23_ JC40_652.3_._FE_S23_
#> "012" "012"
#> JC40_651.2.78_FE_S23_ JC40_652.2_FE_S23_
#> "0211" "012"
#> JC40_653.1_W_FE_S23_ JC40_654.1_FE_S23_
#> "032" "011"
#> JC40_655.1.79_FE_S23_ JC40_656.1.79_FE_S23_
#> "034" "0131"
#> JC40_657.1_..79_FE_S23_ JC40_657.3.79_FE_S23_
#> "014" "011"
#> JC40_659.1.79_FE_S23_ JC40_660.1.79_FE_S23_
#> "023" "0132"
#> JC40_660.5.79_FE_S23_ JC40_662.1_FE_S23_
#> "0131" "032"
#> JC40_663.1_FE_S23_ JC40_664.1.80_FE_S23_
#> "012" "0222"
#> JC40_653.2_W_FE_S23_ JC40_654.2_FE_S23_
#> "012" "012"
#> JC40_655.2.79_FE_S23_ JC40_656.2.79_FE_S23_
#> "011" "0131"
#> JC40_657.2.79_FE_S23_ JC40_660.3_..79_FE_S23_
#> "0131" "032"
#> JC40_659.2.79_FE_S23_ JC40_660.2.79_FE_S23_
#> "0131" "0131"
#> JC40_660.4.79_FE_S23_ JC40_662.2_FE_S23_
#> "0132" "0223"
#> JC40_663.2_FE_S23_ JC40_664.2.80_FE_S23_
#> "011" "012"
#> JC40_665.1.80_FE_S23_ JC40_666.1.81_FE_S23_
#> "032" "0131"
#> JC40_667.1.81_FE_S23_ JC40_668.1.81_FE_S23_
#> "011" "034"
#> JC40_669.1.81_FE_S23_ JC40_670.1_W.81_FE_S23_
#> "011" "011"
#> JC40_671.1.82_FE_S23_ JC40_672.1.82_FE_S23_
#> "011" "014"
#> JC40_673.1.82_FE_S23_ JC40_674.1_T_FE_S23_
#> "011" "012"
#> JC40_674.3_T_FE_S23_ JC40_676.1_T_FE_S23_
#> "012" "011"
#> JC40_665.2.80_FE_S23_ JC40_666.2.81_FE_S23_
#> "011" "0131"
#> JC40_667.2.81_FE_S23_ JC40_668.2.81_FE_S23_
#> "011" "011"
#> JC40_669.2.81_FE_S23_ JC40_670.2_W.81_FE_S23_
#> "011" "014"
#> JC40_671.2.82_FE_S23_ JC40_672.2.82_FE_S23_
#> "011" "011"
#> JC40_673.2.82_FE_S23_ JC40_674.2_T_FE_S23_
#> "014" "012"
#> JC40_676.3_T_FE_S23_ JC40_676.2_T_FE_S23_
#> "0211" "011"
#> JC41_677.1.83_FE_S52_ JC41_678.1_..83_FE_S52_
#> "0223" "0221"
#> JC41_678.3.83_FE_S52_ JC41_680.1_FE_S52_
#> "0223" "0223"
#> JC41_681.1.84_FE_S52_ JC41_682.1.84_FE_S52_
#> "0221" "034"
#> JC41_683.1.85_FE_S52_ JC41_684.1.85_FE_S52_
#> "0131" "0132"
#> JC41_685.1.85_FE_S52_ JC41_686.1_..85_FE_S52_
#> "0131" "011"
#> JC41_686.3.85_FE_S52_ JC41_688.3_._FE_S52_
#> "0131" "0223"
#> JC41_677.2.83_FE_S52_ JC41_678.2.83_FE_S52_
#> "0221" "032"
#> JC41_680.3_FE_S52_ JC41_680.2_._FE_S52_
#> "0131" "02122"
#> JC41_681.2.84_FE_S52_ JC41_682.2.84_FE_S52_
#> "011" "0221"
#> JC41_683.2.85_FE_S52_ JC41_684.2.85_FE_S52_
#> "0131" "0131"
#> JC41_685.2.85_FE_S52_ JC41_686.2.85_FE_S52_
#> "0131" "011"
#> JC41_688.1_._FE_S52_ JC41_688.2_._FE_S52_
#> "014" "012"
#> JC41_688.4_._FE_S52_ JC41_690.1.86_FE_S52_
#> "034" "012"
#> JC41_691.1.86_FE_S52_ JC41_693.1_FE_S52_
#> "012" "0131"
#> JC41_694.1_FE_S52_ JC41_695.1_W.87_FE_S52_
#> "0132" "012"
#> JC41_696.1.87_FE_S52_ JC41_697.1_._FE_S52_
#> "014" "0132"
#> JC41_697.4_._FE_S52_ JC41_699.1.88_FE_S52_
#> "023" "012"
#> JC41_700.1_T.88_FE_S52_ JC41_700.3_T.88_FE_S52_
#> "0131" "0223"
#> JC41_690.2.86.88_FE_S52_ JC41_691.2.86_FE_S52_
#> "032" "012"
#> JC41_692.2_FE_S52_ JC41_693.2_FE_S52_
#> "012" "023"
#> JC41_694.2_FE_S52_ JC41_695.2_W.87_FE_S52_
#> "0221" "012"
#> JC41_696.2_div.87_FE_S52_ JC41_697.2_._FE_S52_
#> "0222" "0222"
#> JC41_697.3_._FE_S52_ JC41_699.2_FE_S52_
#> "0221" "0211"
#> JC41_700.2_T_FE_S52_ JC41_701.1_W_FE_S52_
#> "0131" "0132"
#> JC41_702.1_._FE_S52_ JC41_702.3_FE_S52_
#> "0213" "014"
#> JC41_704.1_FE_S52_ JC41_705.1_._FE_S52_
#> "0131" "014"
#> JC41_705.3_FE_S52_ JC41_707.1.89_FE_S52_
#> "0132" "0211"
#> JC41_708.1_T.89_FE_S52_ JC41_709.1.90_FE_S52_
#> "0132" "0222"
#> JC41_710.1_W.90_FE_S52_ JC41_711.1.90_FE_S52_
#> "0213" "012"
#> JC41_712.1.90_FE_S52_ JC41_701.2_W_FE_S52_
#> "012" "0132"
#> JC41_702.2_FE_S52_ JC41_708.3_T.89_FE_S52_
#> "0132" "014"
#> JC41_704.2_FE_S52_ JC41_705.2_FE_S52_
#> "0222" "011"
#> JC41_705.4_FE_S52_ JC41_708.2_T.89_FE_S52_
#> "02121" "032"
#> JC41_709.2.90_FE_S52_ JC41_710.2_W.90_FE_S52_
#> "012" "014"
#> JC41_711.2.90_FE_S52_ JC41_712.2.90_FE_S52_
#> "0132" "0131"
#> JC41_713.1.90_FE_S52_ JC41_714.1_FE_S52_
#> "0132" "023"
#> JC41_715.1_FE_S52_ JC41_716.1_FE_S52_
#> "033" "0221"
#> JC41_717.1_FE_S52_ JC41_718.1.91_FE_S52_
#> "0222" "0221"
#> JC41_719.1.91_FE_S52_ JC41_719.3_..91_FE_S52_
#> "02122" "0222"
#> JC41_721.1.91_FE_S52_ JC41_722.1_T.91_FE_S52_
#> "014" "0221"
#> JC41_723.1.91_FE_S52_ JC41_724.1_FE_S52_
#> "032" "014"
#> JC41_713.2.90_FE_S52_ JC41_714.2_FE_S52_
#> "011" "0211"
#> JC41_715.2_FE_S52_ JC41_716.2_FE_S52_
#> "014" "011"
#> JC41_717.2_FE_S52_ JC41_718.2.91_FE_S52_
#> "0223" "0223"
#> JC41_719.2.91_FE_S52_ JC41_722.3_T.91_FE_S52_
#> "034" "0132"
#> JC41_721.2.91_FE_S52_ JC41_722.2_T.91_FE_S52_
#> "014" "0221"
#> JC41_723.2.91_FE_S52_ JC41_724.2_FE_S52_
#> "012" "0211"
#> JC43_725.1_T.92_FE_S27_ JC43_725.3_T.92_FE_S27_
#> "0132" "0132"
#> JC43_727.1_T.92_FE_S27_ JC43_728.1.92_FE_S27_
#> "014" "023"
#> JC43_729.1_T.92_FE_S27_ JC43_729.3_T.92_FE_S27_
#> "011" "012"
#> JC43_731.1.92_FE_S27_ JC43_732.1.93_FE_S27_
#> "0131" "012"
#> JC43_733.1_big_adipo.93_FE_S27_ JC43_734.1_T.94_FE_S27_
#> "0222" "0221"
#> JC43_735.1.94_FE_S27_ JC43_736.1.94_FE_S27_
#> "023" "0131"
#> JC43_725.2_T.92_FE_S27_ JC43_727.3_T.92_FE_S27_
#> "0132" "0131"
#> JC43_727.2_T.92_FE_S27_ JC43_728.2.92_FE_S27_
#> "0223" "023"
#> JC43_729.2_T.92_FE_S27_ JC43_734.3_T.92_FE_S27_
#> "0132" "012"
#> JC43_731.2.92_FE_S27_ JC43_732.2_big_adipo.93_FE_S27_
#> "011" "032"
#> JC43_733.2.93_FE_S27_ JC43_734.2_T.94_FE_S27_
#> "012" "012"
#> JC43_735.2.94_FE_S27_ JC43_736.2.94_FE_S27_
#> "023" "011"
#> JC43_738.1_T.95_FE_S27_ JC43_738.3_T.95_FE_S27_
#> "032" "0131"
#> JC43_740.1.95_FE_S27_ JC43_740.3.95_FE_S27_
#> "0131" "0221"
#> JC43_742.1.95_FE_S27_ JC43_743.1_..95_FE_S27_
#> "023" "0132"
#> JC43_743.4_..95_FE_S27_ JC43_745.1_big.95_FE_S27_
#> "0131" "0222"
#> JC43_746.1_T.95_FE_S27_ JC43_747.1_..95_FE_S27_
#> "012" "0221"
#> JC43_747.3.95_FE_S27_ JC43_737.2.95_FE_S27_
#> "0131" "0221"
#> JC43_738.2_T.95_FE_S27_ JC43_746.3_T.95_FE_S27_
#> "0131" "0131"
#> JC43_740.2_..95_FE_S27_ JC43_740.4.95_FE_S27_
#> "0223" "0131"
#> JC43_742.2.95_FE_S27_ JC43_743.2_..95_FE_S27_
#> "011" "0132"
#> JC43_743.3_..95_FE_S27_ JC43_745.2.95_FE_S27_
#> "0131" "0131"
#> JC43_746.2_T.95_FE_S27_ JC43_747.2.95_FE_S27_
#> "012" "0221"
#> JC43_749.3.95_FE_S27_ JC43_749.1_..95_FE_S27_
#> "0131" "0213"
#> JC43_749.4.95_FE_S27_ JC43_751.1_FE_S27_
#> "0131" "012"
#> JC43_752.1_._FE_S27_ JC43_752.3_FE_S27_
#> "0213" "0132"
#> JC43_754.1_T.96_FE_S27_ JC43_755.1_..96_FE_S27_
#> "023" "0132"
#> JC43_755.3.96_FE_S27_ JC43_757.1.96_FE_S27_
#> "0132" "023"
#> JC43_758.1.97_FE_S27_ JC43_759.1_T.97_FE_S27_
#> "012" "012"
#> JC43_759.3_T.97_FE_S27_ JC43_749.2.95_FE_S27_
#> "0132" "011"
#> JC43_751.2_._big_FE_S27_ JC43_752.2_FE_S27_
#> "0213" "0131"
#> JC43_754.3_T.96_FE_S27_ JC43_754.2_T.96_FE_S27_
#> "0131" "0131"
#> JC43_755.2.96_FE_S27_ JC43_757.3.96_FE_S27_
#> "012" "0131"
#> JC43_757.2_..96_FE_S27_ JC43_758.2.97_FE_S27_
#> "0213" "012"
#> JC43_759.2_T.97_FE_S27_ JC43_761.1_T.97_FE_S27_
#> "011" "0131"
#> JC43_762.1_FE_S27_ JC43_763.1.98_FE_S27_
#> "0211" "0132"
#> JC43_764.1.98_FE_S27_ JC43_765.1.98_FE_S27_
#> "0131" "0131"
#> JC43_766.1.98_FE_S27_ JC43_767.1_FE_S27_
#> "034" "012"
#> JC43_768.1_FE_S27_ JC43_769.1_FE_S27_
#> "012" "012"
#> JC43_771.3_FE_S27_ JC43_771.1_._FE_S27_
#> "034" "0211"
#> JC43_761.2_T.97_FE_S27_ JC43_762.2_FE_S27_
#> "0131" "023"
#> JC43_763.2.98_FE_S27_ JC43_764.2.98_FE_S27_
#> "0132" "0132"
#> JC43_765.2.98_FE_S27_ JC43_766.2_ery.98_FE_S27_
#> "0131" "011"
#> JC43_767.2_FE_S27_ JC43_768.2_FE_S27_
#> "012" "012"
#> JC43_769.2_FE_S27_ JC43_771.4_FE_S27_
#> "0223" "034"
#> JC43_771.2_FE_S27_ JC43_772.2_FE_S27_
#> "011" "012"
#> JC44_773.1_W.99_FE_S27_ JC44_774.1.99_FE_S27_
#> "0221" "0222"
#> JC44_775.1.99_FE_S27_ JC44_776.1_._FE_S27_
#> "0131" "0131"
#> JC44_776.3_FE_S27_ JC44_778.3_FE_S27_
#> "034" "0223"
#> JC44_780.1_FE_S27_ JC44_781.1_FE_S27_
#> "012" "012"
#> JC44_782.1.100_FE_S27_ JC44_783.1.100_FE_S27_
#> "0132" "011"
#> JC44_784.1.100_FE_S27_ JC44_773.2_W.99_FE_S27_
#> "011" "0132"
#> JC44_774.2.99_FE_S27_ JC44_775.2.99_FE_S27_
#> "0131" "0131"
#> JC44_776.2_FE_S27_ JC44_776.4_FE_S27_
#> "034" "02121"
#> JC44_778.2_FE_S27_ JC44_778.4_FE_S27_
#> "012" "014"
#> JC44_780.2_FE_S27_ JC44_781.2_FE_S27_
#> "032" "02122"
#> JC44_782.2.100_FE_S27_ JC44_783.2.100_FE_S27_
#> "0132" "0132"
#> JC44_784.2.100_FE_S27_ JC44_785.1_..100_FE_S27_
#> "0213" "012"
#> JC44_785.3.100_FE_S27_ JC44_787.1_T_FE_S27_
#> "0213" "0223"
#> JC44_788.1_big_adipo_FE_S27_ JC44_789.1_._FE_S27_
#> "011" "02121"
#> JC44_789.3_FE_S27_ JC44_791.1_T_FE_S27_
#> "0132" "023"
#> JC44_792.1_FE_S27_ JC44_793.1_._FE_S27_
#> "012" "0221"
#> JC44_793.3_FE_S27_ JC44_795.1_FE_S27_
#> "032" "011"
#> JC44_796.1_._FE_S27_ JC44_785.2.100_FE_S27_
#> "0131" "011"
#> JC44_787.3_T_FE_S27_ JC44_787.2_T_FE_S27_
#> "011" "012"
#> JC44_788.2_FE_S27_ JC44_789.2_FE_S27_
#> "012" "023"
#> JC44_791.3_T_FE_S27_ JC44_791.2_T_FE_S27_
#> "02122" "02122"
#> JC44_792.2_FE_S27_ JC44_793.2_FE_S27_
#> "0223" "0223"
#> JC44_795.3_FE_S27_ JC44_795.2_._FE_S27_
#> "0221" "02122"
#> JC44_796.2_._FE_S27_ JC44_796.3_._FE_S27_
#> "02122" "02122"
#> JC44_798.1.101_FE_S27_ JC44_799.1.101_FE_S27_
#> "0131" "0131"
#> JC44_800.1_FE_S27_ JC44_801.1.102_FE_S27_
#> "02121" "0213"
#> JC44_802.1.102_FE_S27_ JC44_803.1.102_FE_S27_
#> "02121" "032"
#> JC44_804.1_T_FE_S27_ JC44_804.3_T_FE_S27_
#> "014" "023"
#> JC44_806.1_FE_S27_ JC44_807.1.103_FE_S27_
#> "0223" "023"
#> JC44_808.1.103_FE_S27_ JC44_798.2.101_FE_S27_
#> "02121" "0131"
#> JC44_799.2.101_FE_S27_ JC44_800.2_FE_S27_
#> "0131" "0222"
#> JC44_801.2.102_FE_S27_ JC44_802.2.102_FE_S27_
#> "012" "0131"
#> JC44_803.2.102_FE_S27_ JC44_804.2_T_FE_S27_
#> "0131" "0221"
#> JC44_808.3_..103_FE_S27_ JC44_806.2_FE_S27_
#> "02121" "0221"
#> JC44_807.2.103_FE_S27_ JC44_808.2.103_FE_S27_
#> "0132" "0223"
#> JC44_808.4.103_FE_S27_ JC44_810.1_T.103_FE_S27_
#> "0131" "0131"
#> JC44_810.3_T.103_FE_S27_ JC44_812.1.103_FE_S27_
#> "0131" "012"
#> JC44_813.1_T.104_FE_S27_ JC44_814.1.104_FE_S27_
#> "011" "011"
#> JC44_815.1.105_FE_S27_ JC44_816.1.105_FE_S27_
#> "012" "012"
#> JC44_817.1_._FE_S27_ JC44_817.3_FE_S27_
#> "011" "012"
#> JC44_819.1_big_FE_S27_ JC44_820.1_FE_S27_
#> "0222" "0213"
#> JC44_808.5.103_FE_S27_ JC44_810.2_T.103_FE_S27_
#> "0132" "023"
#> JC44_813.3_T_FE_S27_ JC44_812.2.103_FE_S27_
#> "012" "011"
#> JC44_813.2_T.104_FE_S27_ JC44_814.2.104_FE_S27_
#> "012" "011"
#> JC44_815.2.105_FE_S27_ JC44_816.2.105_FE_S27_
#> "012" "011"
#> JC44_817.2_FE_S27_ JC44_818.2_FE_S27_
#> "0223" "0221"
#> JC44_819.2_FE_S27_ JC44_820.2_FE_S27_
#> "0222" "011"
#> JC45_821.1.106_FE_S30_ JC45_822.1.106_FE_S30_
#> "0213" "023"
#> JC45_823.1.106_FE_S30_ JC45_824.1.106_FE_S30_
#> "012" "0131"
#> JC45_825.1_FE_S30_ JC45_826.1.107_FE_S30_
#> "0211" "023"
#> JC45_827.1.107_FE_S30_ JC45_828.1.107_FE_S30_
#> "031" "0131"
#> JC45_829.1.107_FE_S30_ JC45_830.1_._big_FE_S30_
#> "0131" "02121"
#> JC45_830.5_FE_S30_ JC45_830.3_FE_S30_
#> "014" "012"
#> JC45_821.2.106_FE_S30_ JC45_822.2.106_FE_S30_
#> "0132" "0221"
#> JC45_823.2.106_FE_S30_ JC45_824.2.106_FE_S30_
#> "0132" "011"
#> JC45_825.2_FE_S30_ JC45_826.2.107_FE_S30_
#> "031" "0132"
#> JC45_827.2.107_FE_S30_ JC45_828.2.107_FE_S30_
#> "0132" "0131"
#> JC45_829.2.107_FE_S30_ JC45_830.2_FE_S30_
#> "034" "023"
#> JC45_830.4_FE_S30_ JC45_835.3_T.108_FE_S30_
#> "023" "0131"
#> JC45_833.1_FE_S30_ JC45_834.1.108_FE_S30_
#> "0131" "02122"
#> JC45_835.1_T.108_FE_S30_ JC45_836.1.109_FE_S30_
#> "02122" "0132"
#> JC45_837.1_T.109_FE_S30_ JC45_837.3_T.109_FE_S30_
#> "034" "034"
#> JC45_839.1.110_FE_S30_ JC45_840.1.110_FE_S30_
#> "011" "0131"
#> JC45_841.1_big_FE_S30_ JC45_842.1_FE_S30_
#> "014" "0223"
#> JC45_843.1_FE_S30_ JC45_844.1.111_FE_S30_
#> "012" "0132"
#> JC45_833.2_FE_S30_ JC45_834.2.108_FE_S30_
#> "0131" "011"
#> JC45_835.2_T.108_FE_S30_ JC45_836.2.109_FE_S30_
#> "011" "0223"
#> JC45_837.2_T.109_FE_S30_ JC45_850.3.112_FE_S30_
#> "0131" "0131"
#> JC45_839.2.110_FE_S30_ JC45_840.2.110_FE_S30_
#> "0131" "0131"
#> JC45_841.2_FE_S30_ JC45_842.2_FE_S30_
#> "0131" "034"
#> JC45_843.2_FE_S30_ JC45_844.2.111_FE_S30_
#> "032" "032"
#> JC45_845.1.111_FE_S30_ JC45_846.1.111_FE_S30_
#> "034" "0131"
#> JC45_847.1_FE_S30_ JC45_848.1_FE_S30_
#> "0131" "012"
#> JC45_850.1_..112_FE_S30_ JC45_851.1.112_FE_S30_
#> "0132" "011"
#> JC45_852.1.112_FE_S30_ JC45_852.3.112_FE_S30_
#> "0132" "0132"
#> JC45_854.1.112_FE_S30_ JC45_855.1.112_FE_S30_
#> "0132" "014"
#> JC45_856.1_FE_S30_ JC45_845.2.111_FE_S30_
#> "02121" "023"
#> JC45_846.2.111_FE_S30_ JC45_847.2_FE_S30_
#> "011" "023"
#> JC45_848.2_FE_S30_ JC45_849.2_FE_S30_
#> "012" "0132"
#> JC45_851.2_ery.112_FE_S30_ JC45_852.2_..112_FE_S30_
#> "011" "0132"
#> JC45_856.3_FE_S30_ JC45_855.2.112_FE_S30_
#> "0222" "023"
#> JC45_856.2_._FE_S30_ JC45_857.1_FE_S30_
#> "02121" "0131"
#> JC45_858.1_FE_S30_ JC45_860.1_FE_S30_
#> "0132" "0222"
#> JC45_861.1_FE_S30_ JC45_862.1_FE_S30_
#> "02121" "011"
#> JC45_863.1_FE_S30_ JC45_864.1_._FE_S30_
#> "0221" "014"
#> JC45_866.1_FE_S30_ JC45_867.1.113_FE_S30_
#> "012" "012"
#> JC45_868.1_big_mega.113_FE_S30_ JC45_857.2_FE_S30_
#> "0211" "0131"
#> JC45_858.2_FE_S30_ JC45_853.1_FE_S30_
#> "0132" "012"
#> JC45_860.2_FE_S30_ JC45_861.2_FE_S30_
#> "0223" "02122"
#> JC45_853.2_FE_S30_ JC45_863.2_FE_S30_
#> "012" "0221"
#> JC45_867.3.113_FE_S30_ JC45_866.2_FE_S30_
#> "023" "012"
#> JC45_867.2_..113_FE_S30_ JC45_868.2.113_FE_S30_
#> "0222" "023"
#> JC46_869.1.114_FE_S30_ JC46_870.1.114_FE_S30_
#> "02121" "0132"
#> JC46_871.1.114_FE_S30_ JC46_872.1.114_FE_S30_
#> "034" "011"
#> JC46_873.1_FE_S30_ JC46_874.1_FE_S30_
#> "034" "0131"
#> JC46_875.1_T_emperi_big_FE_S30_ JC46_875.3_T_FE_S30_
#> "02122" "032"
#> JC46_877.1_T_FE_S30_ JC46_878.1_._big.115_FE_S30_
#> "0221" "0222"
#> JC46_878.3.115_FE_S30_ JC46_878.4.115_FE_S30_
#> "012" "0131"
#> JC46_869.2.114_FE_S30_ JC46_870.2.114_FE_S30_
#> "014" "023"
#> JC46_871.2.114_FE_S30_ JC46_872.2.114_FE_S30_
#> "02122" "034"
#> JC46_873.2_FE_S30_ JC46_874.2_FE_S30_
#> "0131" "02122"
#> JC46_875.2_T_FE_S30_ JC46_877.3_T_FE_S30_
#> "012" "012"
#> JC46_877.2_T_FE_S30_ JC46_878.2.115_FE_S30_
#> "011" "012"
#> JC46_878.5.115_FE_S30_ JC46_878.6.115_FE_S30_
#> "023" "011"
#> JC46_878.7.115_FE_S30_ JC46_882.1.116_FE_S30_
#> "011" "02122"
#> JC46_883.1.116_FE_S30_ JC46_884.1_FE_S30_
#> "023" "012"
#> JC46_885.1_FE_S30_ JC46_886.1.117_FE_S30_
#> "0222" "023"
#> JC46_887.1.117_FE_S30_ JC46_888.1.117_FE_S30_
#> "023" "014"
#> JC46_889.1_FE_S30_ JC46_890.1_FE_S30_
#> "012" "012"
#> JC46_891.1.118_FE_S30_ JC46_892.1_T.118_FE_S30_
#> "011" "0132"
#> JC46_878.8.115_FE_S30_ JC46_882.2.116_FE_S30_
#> "0131" "0211"
#> JC46_883.2.116_FE_S30_ JC46_884.2_FE_S30_
#> "0132" "012"
#> JC46_885.2_FE_S30_ JC46_886.2.117_FE_S30_
#> "012" "02121"
#> JC46_887.2.117_FE_S30_ JC46_888.2.117_FE_S30_
#> "0221" "0211"
#> JC46_889.2_FE_S30_ JC46_890.2_FE_S30_
#> "0211" "012"
#> JC46_891.2.118_FE_S30_ JC46_892.2_T.118_FE_S30_
#> "023" "0132"
#> JC46_892.3_T.118_FE_S30_ JC46_894.1.118_FE_S30_
#> "034" "034"
#> JC46_895.1.118_FE_S30_ JC46_896.1.118_FE_S30_
#> "034" "0132"
#> JC46_897.1_emperi_big.118_FE_S30_ JC46_898.1_FE_S30_
#> "0213" "0132"
#> JC46_899.1_FE_S30_ JC46_900.1.119_FE_S30_
#> "0222" "012"
#> JC46_901.1.119_FE_S30_ JC46_902.1_FE_S30_
#> "012" "023"
#> JC46_903.1.120_FE_S30_ JC46_904.1.120_FE_S30_
#> "023" "014"
#> JC46_895.3_..118_FE_S30_ JC46_894.2.118_FE_S30_
#> "023" "0132"
#> JC46_895.2.118_FE_S30_ JC46_896.2.118_FE_S30_
#> "0132" "0213"
#> JC46_897.2.118_FE_S30_ JC46_898.2_FE_S30_
#> "034" "0132"
#> JC46_899.2_FE_S30_ JC46_900.2.119_FE_S30_
#> "0213" "012"
#> JC46_901.2.119_FE_S30_ JC46_902.2_FE_S30_
#> "012" "023"
#> JC46_903.2.120_FE_S30_ JC46_904.2.120_FE_S30_
#> "023" "0221"
#> JC46_905.1.120_FE_S30_ JC46_906.1.120_FE_S30_
#> "014" "0131"
#> JC46_906.3.120_FE_S30_ JC46_908.1_T_FE_S30_
#> "023" "011"
#> JC46_909.1.121_FE_S30_ JC46_910.1.121_FE_S30_
#> "02121" "02121"
#> JC46_911.1.121_FE_S30_ JC46_912.3_..121_FE_S30_
#> "02122" "023"
#> JC46_913.1_FE_S30_ JC46_914.1_FE_S30_
#> "012" "0132"
#> JC46_915.1_FE_S30_ JC46_916.1_FE_S30_
#> "012" "012"
#> JC46_905.2.120_FE_S30_ JC46_906.2_..120_FE_S30_
#> "034" "011"
#> JC46_908.3_T_FE_S30_ JC46_908.2_T_FE_S30_
#> "012" "011"
#> JC46_909.2.121_FE_S30_ JC46_910.2.121_FE_S30_
#> "02121" "012"
#> JC46_911.2.121_FE_S30_ JC46_912.4.121_FE_S30_
#> "023" "0213"
#> JC46_913.2_FE_S30_ JC46_914.2_FE_S30_
#> "012" "02121"
#> JC46_915.2_FE_S30_ JC46_916.2_FE_S30_
#> "012" "032"
#> JC48P4_917_HSC_FE_S8_ JC48P4_918_HSC_FE_S8_
#> "031" "031"
#> JC48P4_919_HSC_FE_S8_ JC48P4_920_HSC_FE_S8_
#> "033" "033"
#> JC48P4_921_HSC_FE_S8_ JC48P4_922_HSC_FE_S8_
#> "031" "031"
#> JC48P4_923_HSC_FE_S8_ JC48P4_924_HSC_FE_S8_
#> "031" "031"
#> JC48P4_925_HSC_FE_S8_ JC48P4_926_HSC_FE_S8_
#> "033" "031"
#> JC48P4_927_HSC_FE_S8_ JC48P4_928_HSC_FE_S8_
#> "031" "031"
#> JC48P4_929_HSC_FE_S8_ JC48P4_930_HSC_FE_S8_
#> "033" "031"
#> JC48P4_931_HSC_FE_S8_ JC48P4_932_HSC_FE_S8_
#> "033" "031"
#> JC48P4_933_HSC_FE_S8_ JC48P4_934_HSC_FE_S8_
#> "031" "033"
#> JC48P4_935_HSC_FE_S8_ JC48P4_936_HSC_FE_S8_
#> "031" "031"
#> JC48P4_937_HSC_FE_S8_ JC48P4_938_HSC_FE_S8_
#> "031" "014"
#> JC48P4_939_HSC_FE_S8_ JC48P4_940_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_941_HSC_FE_S8_ JC48P4_942_HSC_FE_S8_
#> "031" "031"
#> JC48P4_943_HSC_FE_S8_ JC48P4_944_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_945_HSC_FE_S8_ JC48P4_946_HSC_FE_S8_
#> "031" "031"
#> JC48P4_947_HSC_FE_S8_ JC48P4_948_HSC_FE_S8_
#> "031" "031"
#> JC48P4_949_HSC_FE_S8_ JC48P4_950_HSC_FE_S8_
#> "033" "031"
#> JC48P4_951_HSC_FE_S8_ JC48P4_952_HSC_FE_S8_
#> "031" "033"
#> JC48P4_953_HSC_FE_S8_ JC48P4_954_HSC_FE_S8_
#> "031" "031"
#> JC48P4_955_HSC_FE_S8_ JC48P4_956_HSC_FE_S8_
#> "031" "031"
#> JC48P4_957_HSC_FE_S8_ JC48P4_958_HSC_FE_S8_
#> "031" "031"
#> JC48P4_959_HSC_FE_S8_ JC48P4_960_HSC_FE_S8_
#> "031" "031"
#> JC48P4_961_HSC_FE_S8_ JC48P4_962_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_963_HSC_FE_S8_ JC48P4_964_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_965_HSC_FE_S8_ JC48P4_966_HSC_FE_S8_
#> "031" "033"
#> JC48P4_967_HSC_FE_S8_ JC48P4_968_HSC_FE_S8_
#> "031" "031"
#> JC48P4_969_HSC_FE_S8_ JC48P4_970_HSC_FE_S8_
#> "0211" "031"
#> JC48P4_971_HSC_FE_S8_ JC48P4_972_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_973_HSC_FE_S8_ JC48P4_974_HSC_FE_S8_
#> "031" "031"
#> JC48P4_975_HSC_FE_S8_ JC48P4_976_HSC_FE_S8_
#> "031" "031"
#> JC48P4_977_HSC_FE_S8_ JC48P4_978_HSC_FE_S8_
#> "0213" "031"
#> JC48P4_979_HSC_FE_S8_ JC48P4_980_HSC_FE_S8_
#> "031" "031"
#> JC48P4_981_HSC_FE_S8_ JC48P4_982_HSC_FE_S8_
#> "0211" "031"
#> JC48P4_983_HSC_FE_S8_ JC48P4_984_HSC_FE_S8_
#> "031" "033"
#> JC48P4_985_HSC_FE_S8_ JC48P4_986_HSC_FE_S8_
#> "031" "0213"
#> JC48P4_987_HSC_FE_S8_ JC48P4_988_HSC_FE_S8_
#> "031" "031"
#> JC48P4_989_HSC_FE_S8_ JC48P4_990_HSC_FE_S8_
#> "031" "031"
#> JC48P4_991_HSC_FE_S8_ JC48P4_992_HSC_FE_S8_
#> "031" "031"
#> JC48P4_993_HSC_FE_S8_ JC48P4_994_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_995_HSC_FE_S8_ JC48P4_996_HSC_FE_S8_
#> "031" "031"
#> JC48P4_997_HSC_FE_S8_ JC48P4_998_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_999_HSC_FE_S8_ JC48P4_1000_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_1001_HSC_FE_S8_ JC48P4_1002_HSC_FE_S8_
#> "031" "014"
#> JC48P4_1004_HSC_FE_S8_ JC48P4_1005_HSC_FE_S8_
#> "031" "031"
#> JC48P4_1006_HSC_FE_S8_ JC48P4_1007_HSC_FE_S8_
#> "033" "031"
#> JC48P4_1008_HSC_FE_S8_ JC48P4_1009_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_1010_HSC_FE_S8_ JC48P4_1011_HSC_FE_S8_
#> "0211" "031"
#> JC48P4_1012_HSC_FE_S8_ JC48P7_1013_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1014_HSC_FE_S8_ JC48P7_1015_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1016_HSC_FE_S8_ JC48P7_1017_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1018_HSC_FE_S8_ JC48P7_1019_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1020_HSC_FE_S8_ JC48P7_1022_HSC_FE_S8_
#> "0222" "033"
#> JC48P7_1023_HSC_FE_S8_ JC48P7_1024_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1025_HSC_FE_S8_ JC48P7_1026_HSC_FE_S8_
#> "033" "014"
#> JC48P7_1027_HSC_FE_S8_ JC48P7_1028_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1029_HSC_FE_S8_ JC48P7_1030_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1031_HSC_FE_S8_ JC48P7_1032_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1033_HSC_FE_S8_ JC48P7_1034_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1035_HSC_FE_S8_ JC48P7_1036_HSC_FE_S8_
#> "033" "014"
#> JC48P7_1037_HSC_FE_S8_ JC48P7_1038_HSC_FE_S8_
#> "033" "0211"
#> JC48P7_1039_HSC_FE_S8_ JC48P7_1040_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1041_HSC_FE_S8_ JC48P7_1042_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1043_HSC_FE_S8_ JC48P7_1044_HSC_FE_S8_
#> "014" "033"
#> JC48P7_1045_HSC_FE_S8_ JC48P7_1046_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1047_HSC_FE_S8_ JC48P7_1048_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1049_HSC_FE_S8_ JC48P7_1050_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1051_HSC_FE_S8_ JC48P7_1052_HSC_FE_S8_
#> "0211" "033"
#> JC48P7_1053_HSC_FE_S8_ JC48P7_1054_HSC_FE_S8_
#> "031" "0211"
#> JC48P7_1055_HSC_FE_S8_ JC48P7_1056_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1057_HSC_FE_S8_ JC48P7_1058_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1059_HSC_FE_S8_ JC48P7_1060_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1061_HSC_FE_S8_ JC48P7_1062_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1063_HSC_FE_S8_ JC48P7_1064_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1065_HSC_FE_S8_ JC48P7_1066_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1067_HSC_FE_S8_ JC48P7_1068_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1070_HSC_FE_S8_ JC48P7_1071_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1072_HSC_FE_S8_ JC48P7_1073_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1074_HSC_FE_S8_ JC48P7_1075_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1076_HSC_FE_S8_ JC48P7_1077_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1078_HSC_FE_S8_ JC48P7_1079_HSC_FE_S8_
#> "011" "033"
#> JC48P7_1080_HSC_FE_S8_ JC48P7_1081_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1082_HSC_FE_S8_ JC48P7_1083_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1084_HSC_FE_S8_ JC48P7_1085_HSC_FE_S8_
#> "0211" "011"
#> JC48P7_1086_HSC_FE_S8_ JC48P7_1087_HSC_FE_S8_
#> "023" "031"
#> JC48P7_1088_HSC_FE_S8_ JC48P7_1089_HSC_FE_S8_
#> "031" "0213"
#> JC48P7_1090_HSC_FE_S8_ JC48P7_1091_HSC_FE_S8_
#> "031" "0211"
#> JC48P7_1092_HSC_FE_S8_ JC48P7_1093_HSC_FE_S8_
#> "0211" "0211"
#> JC48P7_1094_HSC_FE_S8_ JC48P7_1095_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1096_HSC_FE_S8_ JC48P7_1097_HSC_FE_S8_
#> "014" "033"
#> JC48P7_1098_HSC_FE_S8_ JC48P7_1099_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1100_HSC_FE_S8_ JC48P7_1101_HSC_FE_S8_
#> "0211" "031"
#> JC48P7_1102_HSC_FE_S8_ JC48P7_1103_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1104_HSC_FE_S8_ JC48P7_1105_HSC_FE_S8_
#> "0211" "031"
#> JC48P7_1106_HSC_FE_S8_ JC48P7_1107_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1108_HSC_FE_S8_ JC48P6_1109_HSC_FE_S8_
#> "0211" "031"
#> JC48P6_1110_HSC_FE_S8_ JC48P6_1111_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1112_HSC_FE_S8_ JC48P6_1113_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1114_HSC_FE_S8_ JC48P6_1115_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1116_HSC_FE_S8_ JC48P6_1117_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1118_HSC_FE_S8_ JC48P6_1119_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1120_HSC_FE_S8_ JC48P6_1121_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1122_HSC_FE_S8_ JC48P6_1123_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1124_HSC_FE_S8_ JC48P6_1125_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1126_HSC_FE_S8_ JC48P6_1127_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1128_HSC_FE_S8_ JC48P6_1129_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1130_HSC_FE_S8_ JC48P6_1131_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1132_HSC_FE_S8_ JC48P6_1133_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1134_HSC_FE_S8_ JC48P6_1135_HSC_FE_S8_
#> "033" "023"
#> JC48P6_1136_HSC_FE_S8_ JC48P6_1137_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1138_HSC_FE_S8_ JC48P6_1139_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1140_HSC_FE_S8_ JC48P6_1141_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1142_HSC_FE_S8_ JC48P6_1143_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1144_HSC_FE_S8_ JC48P6_1145_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1146_HSC_FE_S8_ JC48P6_1147_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1148_HSC_FE_S8_ JC48P6_1149_HSC_FE_S8_
#> "023" "033"
#> JC48P6_1150_HSC_FE_S8_ JC48P6_1151_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1152_HSC_FE_S8_ JC48P6_1153_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1154_HSC_FE_S8_ JC48P6_1155_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1156_HSC_FE_S8_ JC48P6_1157_HSC_FE_S8_
#> "023" "031"
#> JC48P6_1158_HSC_FE_S8_ JC48P6_1159_HSC_FE_S8_
#> "033" "0211"
#> JC48P6_1160_HSC_FE_S8_ JC48P6_1161_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1162_HSC_FE_S8_ JC48P6_1163_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1164_HSC_FE_S8_ JC48P6_1165_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1166_HSC_FE_S8_ JC48P6_1167_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1168_HSC_FE_S8_ JC48P6_1169_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1170_HSC_FE_S8_ JC48P6_1171_HSC_FE_S8_
#> "023" "031"
#> JC48P6_1172_HSC_FE_S8_ JC48P6_1173_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1174_HSC_FE_S8_ JC48P6_1175_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1176_HSC_FE_S8_ JC48P6_1177_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1178_HSC_FE_S8_ JC48P6_1179_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1180_HSC_FE_S8_ JC48P6_1181_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1182_HSC_FE_S8_ JC48P6_1183_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1184_HSC_FE_S8_ JC48P6_1185_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1186_HSC_FE_S8_ JC48P6_1187_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1188_HSC_FE_S8_ JC48P6_1189_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1190_HSC_FE_S8_ JC48P6_1191_HSC_FE_S8_
#> "014" "031"
#> JC48P6_1192_HSC_FE_S8_ JC48P6_1193_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1194_HSC_FE_S8_ JC48P6_1195_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1196_HSC_FE_S8_ JC48P6_1197_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1198_HSC_FE_S8_ JC48P6_1199_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1200_HSC_FE_S8_ JC48P6_1201_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1202_HSC_FE_S8_ JC48P6_1203_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1204_HSC_FE_S8_
#> "031"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 752))
#> JC4_349_HSC_FE_S13_ JC4_350_HSC_FE_S13_
#> "011" "011"
#> JC4_351_HSC_FE_S13_ JC4_352_HSC_FE_S13_
#> "011" "011"
#> JC4_353_HSC_FE_S13_ JC4_354_HSC_FE_S13_
#> "011" "011"
#> JC4_355_HSC_FE_S13_ JC4_356_HSC_FE_S13_
#> "011" "011"
#> JC4_357_HSC_FE_S13_ JC4_358_HSC_FE_S13_
#> "011" "011"
#> JC4_359_HSC_FE_S13_ JC4_360_HSC_FE_S13_
#> "011" "033"
#> JC4_361_HSC_FE_S13_ JC4_362_HSC_FE_S13_
#> "011" "011"
#> JC4_363_HSC_FE_S13_ JC4_364_HSC_FE_S13_
#> "033" "011"
#> JC4_365_HSC_FE_S13_ JC4_366_HSC_FE_S13_
#> "011" "014"
#> JC4_368_HSC_FE_S13_ JC4_369_HSC_FE_S13_
#> "011" "011"
#> JC4_371_HSC_FE_S13_ JC4_372_HSC_FE_S13_
#> "011" "011"
#> JC4_373_HSC_FE_S13_ JC4_374_HSC_FE_S13_
#> "014" "011"
#> JC4_375_HSC_FE_S13_ JC4_376_HSC_FE_S13_
#> "011" "011"
#> JC4_377_HSC_FE_S13_ JC4_378_HSC_FE_S13_
#> "011" "011"
#> JC4_379_HSC_FE_S13_ JC4_380_HSC_FE_S13_
#> "011" "011"
#> JC4_382_HSC_FE_S13_ JC4_383_HSC_FE_S13_
#> "011" "011"
#> JC4_384_HSC_FE_S13_ JC4_385_HSC_FE_S13_
#> "033" "011"
#> JC4_386_HSC_FE_S13_ JC4_387_HSC_FE_S13_
#> "011" "011"
#> JC4_388_HSC_FE_S13_ JC4_389_HSC_FE_S13_
#> "011" "011"
#> JC4_390_HSC_FE_S13_ JC4_391_HSC_FE_S13_
#> "011" "011"
#> JC4_392_HSC_FE_S13_ JC4_393_HSC_FE_S13_
#> "011" "011"
#> JC4_394_HSC_FE_S13_ JC4_395_HSC_FE_S13_
#> "011" "011"
#> JC4_397_HSC_FE_S13_ JC4_398_HSC_FE_S13_
#> "014" "011"
#> JC4_399_HSC_FE_S13_ JC4_400_HSC_FE_S13_
#> "014" "031"
#> JC4_401_HSC_FE_S13_ JC4_402_HSC_FE_S13_
#> "011" "011"
#> JC4_403_HSC_FE_S13_ JC4_404_HSC_FE_S13_
#> "011" "011"
#> JC4_405_HSC_FE_S13_ JC4_406_HSC_FE_S13_
#> "011" "011"
#> JC4_407_HSC_FE_S13_ JC4_408_HSC_FE_S13_
#> "011" "011"
#> JC4_409_HSC_FE_S13_ JC4_410_HSC_FE_S13_
#> "011" "011"
#> JC4_411_HSC_FE_S13_ JC4_412_HSC_FE_S13_
#> "011" "011"
#> JC4_413_HSC_FE_S13_ JC4_414_HSC_FE_S13_
#> "011" "011"
#> JC4_415_HSC_FE_S13_ JC4_416_HSC_FE_S13_
#> "011" "011"
#> JC4_417_HSC_FE_S13_ JC4_418_HSC_FE_S13_
#> "011" "011"
#> JC4_419_HSC_FE_S13_ JC4_420_HSC_FE_S13_
#> "011" "011"
#> JC4_421_HSC_FE_S13_ JC4_422_HSC_FE_S13_
#> "011" "011"
#> JC4_423_HSC_FE_S13_ JC4_424_HSC_FE_S13_
#> "011" "011"
#> JC4_425_HSC_FE_S13_ JC4_426_HSC_FE_S13_
#> "011" "011"
#> JC4_427_HSC_FE_S13_ JC4_428_HSC_FE_S13_
#> "011" "011"
#> JC4_429_HSC_FE_S13_ JC4_430_HSC_FE_S13_
#> "011" "011"
#> JC4_431_HSC_FE_S13_ JC4_432_HSC_FE_S13_
#> "011" "011"
#> JC4_433_HSC_FE_S13_ JC4_434_HSC_FE_S13_
#> "011" "011"
#> JC4_435_HSC_FE_S13_ JC4_436_HSC_FE_S13_
#> "011" "011"
#> JC20_1.1_FE_S25_ JC20_2.1_FE_S25_
#> "011" "011"
#> JC20_3.1_FE_S25_ JC20_4.1_FE_S25_
#> "011" "011"
#> JC20_5.1_FE_S25_ JC20_6.1_FE_S25_
#> "011" "011"
#> JC20_7.1_FE_S25_ JC20_8.1_FE_S25_
#> "011" "011"
#> JC20_9.1_FE_S25_ JC20_10.1_FE_S25_
#> "011" "011"
#> JC20_11.1_FE_S25_ JC20_12.1_FE_S25_
#> "011" "011"
#> JC20_1.2_FE_S25_ JC20_2.2_FE_S25_
#> "011" "011"
#> JC20_3.2_FE_S25_ JC20_4.2_FE_S25_
#> "011" "011"
#> JC20_5.2_FE_S25_ JC20_6.2_FE_S25_
#> "032" "011"
#> JC20_7.2_FE_S25_ JC20_8.2_FE_S25_
#> "011" "011"
#> JC20_9.2_FE_S25_ JC20_10.2_FE_S25_
#> "011" "011"
#> JC20_11.2_FE_S25_ JC20_12.2_FE_S25_
#> "011" "011"
#> JC20_13.1_FE_S25_ JC20_14.1_FE_S25_
#> "011" "011"
#> JC20_15.1_FE_S25_ JC20_16.1_FE_S25_
#> "011" "011"
#> JC20_17.1_FE_S25_ JC20_18.1_FE_S25_
#> "011" "014"
#> JC20_19.1_FE_S25_ JC20_20.1_FE_S25_
#> "011" "011"
#> JC20_21.1_FE_S25_ JC20_22.1_FE_S25_
#> "011" "011"
#> JC20_23.1_FE_S25_ JC20_24.1_FE_S25_
#> "012" "011"
#> JC20_13.2_FE_S25_ JC20_14.2_FE_S25_
#> "011" "011"
#> JC20_15.2_FE_S25_ JC20_16.2_FE_S25_
#> "011" "011"
#> JC20_17.2_FE_S25_ JC20_18.2_FE_S25_
#> "011" "011"
#> JC20_19.2_FE_S25_ JC20_20.2_FE_S25_
#> "011" "012"
#> JC20_21.2_FE_S25_ JC20_22.2_big_FE_S25_
#> "011" "011"
#> JC20_23.2_FE_S25_ JC20_24.2_FE_S25_
#> "011" "011"
#> JC20_25.1_FE_S25_ JC20_26.1_FE_S25_
#> "011" "012"
#> JC20_27.1_FE_S25_ JC20_29.1_FE_S25_
#> "011" "0211"
#> JC20_33.1_FE_S25_ JC20_34.1_FE_S25_
#> "011" "011"
#> JC20_36.1_FE_S25_ JC20_25.2_FE_S25_
#> "011" "011"
#> JC20_26.2_FE_S25_ JC20_27.2_FE_S25_
#> "011" "011"
#> JC20_28.2_FE_S25_ JC20_29.2_FE_S25_
#> "011" "011"
#> JC20_30.2_FE_S25_ JC20_31.2_FE_S25_
#> "011" "011"
#> JC20_33.2_FE_S25_ JC20_34.2_FE_S25_
#> "011" "011"
#> JC20_35.2_FE_S25_ JC20_36.2_FE_S25_
#> "011" "011"
#> JC20_37.1_FE_S25_ JC20_39.1_FE_S25_
#> "011" "011"
#> JC20_41.1_FE_S25_ JC20_42.1.1_FE_S25_
#> "011" "011"
#> JC20_43.1.1_FE_S25_ JC20_44.1.1_FE_S25_
#> "011" "011"
#> JC20_45.1.2_FE_S25_ JC20_46.1.2_FE_S25_
#> "011" "011"
#> JC20_48.1.2_FE_S25_ JC20_37.2_FE_S25_
#> "013" "011"
#> JC20_38.2_FE_S25_ JC20_39.2_FE_S25_
#> "011" "011"
#> JC20_40.2_FE_S25_ JC20_41.2_FE_S25_
#> "011" "011"
#> JC20_42.2.1_FE_S25_ JC20_43.2.1_FE_S25_
#> "013" "014"
#> JC20_44.2.1_FE_S25_ JC20_45.2.2_FE_S25_
#> "011" "011"
#> JC20_46.2.2_FE_S25_ JC20_47.2.2_FE_S25_
#> "014" "034"
#> JC20_48.2.2_FE_S25_ JC21_49.1_FE_S25_
#> "011" "011"
#> JC21_50.1_FE_S25_ JC21_51.1_FE_S25_
#> "012" "0221"
#> JC21_52.1_FE_S25_ JC21_53.1_FE_S25_
#> "011" "012"
#> JC21_54.1_FE_S25_ JC21_55.1_FE_S25_
#> "011" "012"
#> JC21_56.1_FE_S25_ JC21_57.1_FE_S25_
#> "014" "011"
#> JC21_58.1_FE_S25_ JC21_59.1_FE_S25_
#> "011" "011"
#> JC21_60.1_FE_S25_ JC21_49.2_FE_S25_
#> "011" "012"
#> JC21_50.2_FE_S25_ JC21_51.2_FE_S25_
#> "011" "0221"
#> JC21_52.2_FE_S25_ JC21_53.2_FE_S25_
#> "011" "012"
#> JC21_54.2_FE_S25_ JC21_55.2_FE_S25_
#> "011" "012"
#> JC21_56.2_FE_S25_ JC21_57.2_FE_S25_
#> "0211" "012"
#> JC21_58.2_FE_S25_ JC21_59.2_FE_S25_
#> "011" "012"
#> JC21_60.2_FE_S25_ JC21_61.1_FE_S25_
#> "0222" "012"
#> JC21_62.1_FE_S25_ JC21_63.1_FE_S25_
#> "012" "014"
#> JC21_64.1_FE_S25_ JC21_65.1_FE_S25_
#> "014" "011"
#> JC21_66.1_FE_S25_ JC21_67.1_FE_S25_
#> "011" "011"
#> JC21_68.1_FE_S25_ JC21_69.1_FE_S25_
#> "011" "034"
#> JC21_70.1_FE_S25_ JC21_71.1_FE_S25_
#> "011" "014"
#> JC21_72.1_FE_S25_ JC21_61.2_FE_S25_
#> "011" "012"
#> JC21_62.2_FE_S25_ JC21_63.2_FE_S25_
#> "012" "011"
#> JC21_64.2_FE_S25_ JC21_65.2_FE_S25_
#> "012" "012"
#> JC21_66.2_FE_S25_ JC21_67.2_FE_S25_
#> "023" "032"
#> JC21_68.2_FE_S25_ JC21_69.2_FE_S25_
#> "032" "011"
#> JC21_70.2_FE_S25_ JC21_71.2_FE_S25_
#> "011" "011"
#> JC21_72.2_FE_S25_ JC21_73.1_FE_S25_
#> "011" "011"
#> JC21_74.1_FE_S25_ JC21_75.1_FE_S25_
#> "014" "011"
#> JC21_76.1_FE_S25_ JC21_77.1_FE_S25_
#> "0223" "011"
#> JC21_78.1_FE_S25_ JC21_79.1_FE_S25_
#> "014" "011"
#> JC21_80.1_FE_S25_ JC21_81.1_FE_S25_
#> "011" "013"
#> JC21_82.1_FE_S25_ JC21_83.1_FE_S25_
#> "011" "032"
#> JC21_84.1_FE_S25_ JC21_73.2_FE_S25_
#> "0211" "014"
#> JC21_74.2_FE_S25_ JC21_75.2_FE_S25_
#> "012" "011"
#> JC21_76.2_FE_S25_ JC21_77.2_FE_S25_
#> "0222" "011"
#> JC21_78.2_FE_S25_ JC21_79.2_FE_S25_
#> "011" "011"
#> JC21_80.2_FE_S25_ JC21_81.2_FE_S25_
#> "032" "011"
#> JC21_82.2_FE_S25_ JC21_83.2_FE_S25_
#> "011" "011"
#> JC21_84.2_FE_S25_ JC21_85.1_FE_S25_
#> "011" "011"
#> JC21_86.1_FE_S25_ JC21_87.1_FE_S25_
#> "011" "011"
#> JC21_88.1_FE_S25_ JC21_89.1_FE_S25_
#> "011" "011"
#> JC21_90.1_FE_S25_ JC21_91.1_FE_S25_
#> "011" "011"
#> JC21_92.1_FE_S25_ JC21_93.1_FE_S25_
#> "011" "011"
#> JC21_94.1_FE_S25_ JC21_95.1_FE_S25_
#> "011" "011"
#> JC21_96.1_FE_S25_ JC21_85.2_FE_S25_
#> "011" "012"
#> JC21_86.2_FE_S25_ JC21_87.2_FE_S25_
#> "011" "011"
#> JC21_88.2_FE_S25_ JC21_89.2_FE_S25_
#> "011" "011"
#> JC21_90.2_FE_S25_ JC21_91.2_FE_S25_
#> "011" "011"
#> JC21_92.2_FE_S25_ JC21_93.2_FE_S25_
#> "011" "011"
#> JC21_94.2_FE_S25_ JC21_95.2_FE_S25_
#> "011" "011"
#> JC21_96.2_FE_S25_ JC26_98.1_S32_
#> "011" "011"
#> JC26_99.1_S32_ JC26_100.1_W_S32_
#> "032" "02121"
#> JC26_101.1_S32_ JC26_102.1_S32_
#> "032" "011"
#> JC26_103.1_S32_ JC26_104.1_S32_
#> "013" "013"
#> JC26_106.1.3_S32_ JC26_108.1.3_S32_
#> "012" "011"
#> JC26_146_S32_ JC26_98.2_S32_
#> "032" "011"
#> JC26_99.2_S32_ JC26_100.2_W_S32_
#> "0211" "0223"
#> JC26_101.2_S32_ JC26_102.2_S32_
#> "011" "013"
#> JC26_103.2_S32_ JC26_104.2_S32_
#> "014" "0222"
#> JC26_105.2.3_S32_ JC26_106.2.3_S32_
#> "012" "011"
#> JC26_107.2.3_S32_ JC26_108.2.3_S32_
#> "011" "012"
#> JC26_109.1.3_S32_ JC26_110.1.4_S32_
#> "014" "011"
#> JC26_111.1.4_S32_ JC26_112.1.4_S32_
#> "011" "013"
#> JC26_113.1.4_S32_ JC26_114.1_S32_
#> "012" "032"
#> JC26_115.1.5_S32_ JC26_116.1.5_S32_
#> "014" "032"
#> JC26_117.1.5_S32_ JC26_118.1_S32_
#> "011" "034"
#> JC26_119.1_W.6_S32_ JC26_120.1.6_S32_
#> "013" "014"
#> JC26_109.2.3_S32_ JC26_110.2.4_S32_
#> "032" "011"
#> JC26_111.2.4_S32_ JC26_112.2.4_S32_
#> "0223" "013"
#> JC26_113.2.4_S32_ JC26_114.2_S32_
#> "014" "011"
#> JC26_115.2.5_S32_ JC26_116.2.5_S32_
#> "014" "0221"
#> JC26_117.2.5_S32_ JC26_118.2_S32_
#> "011" "011"
#> JC26_119.2_W.6_S32_ JC26_120.2.6_S32_
#> "034" "011"
#> JC26_121.1.6_S32_ JC26_122.1.6_S32_
#> "0221" "011"
#> JC26_123.1.6_S32_ JC26_125.1.6_S32_
#> "011" "023"
#> JC26_127.1_S32_ JC26_128.1.7_S32_
#> "032" "0222"
#> JC26_129.1_W.7_S32_ JC26_130.1.7_S32_
#> "011" "0222"
#> JC26_131.1.7_S32_ JC26_132.1.7_S32_
#> "0211" "023"
#> JC26_121.2.6_S32_ JC26_122.2.6_S32_
#> "032" "032"
#> JC26_123.2.6_S32_ JC26_124.2.6_S32_
#> "032" "014"
#> JC26_125.2.6_S32_ JC26_126.2_S32_
#> "014" "011"
#> JC26_127.2_S32_ JC26_128.2.7_S32_
#> "013" "0223"
#> JC26_129.2_W.7_S32_ JC26_130.2.7_S32_
#> "011" "011"
#> JC26_131.2.7_S32_ JC26_132.2.7_S32_
#> "011" "011"
#> JC26_135.1.7_S32_ JC26_136.1.7_S32_
#> "014" "014"
#> JC26_137.1.8_S32_ JC26_147.8_S32_
#> "011" "011"
#> JC26_139.1.8_S32_ JC26_140.1.8_S32_
#> "011" "014"
#> JC26_141.1_S32_ JC26_142.1_S32_
#> "011" "011"
#> JC26_143.1_W_S32_ JC26_144.1_S32_
#> "0221" "011"
#> JC26_134.2.7_S32_ JC26_135.2.7_S32_
#> "011" "013"
#> JC26_136.2.7_S32_ JC26_137.2.8_S32_
#> "013" "012"
#> JC26_140.2.8_S32_ JC26_141.2_S32_
#> "011" "011"
#> JC26_143.2_W_S32_ JC26_144.2_S32_
#> "011" "011"
#> JC27_149.1_W.9_MA_S33_ JC27_151.1.9_MA_S33_
#> "011" "011"
#> JC27_152.1.9_MA_S33_ JC27_153.1.9_MA_S33_
#> "011" "011"
#> JC27_154.1.9_MA_S33_ JC27_155.1.9_MA_S33_
#> "011" "011"
#> JC27_156.1.9_MA_S33_ JC27_157.1_MA_S33_
#> "011" "02122"
#> JC27_158.1_MA_S33_ JC27_159.1_MA_S33_
#> "011" "011"
#> JC27_160.1_MA_S33_ JC27_149.2_W.9_MA_S33_
#> "011" "0213"
#> JC27_150.2.9_MA_S33_ JC27_151.2_big.9_MA_S33_
#> "011" "014"
#> JC27_152.2.9_MA_S33_ JC27_153.2.9_MA_S33_
#> "014" "032"
#> JC27_154.2.9_MA_S33_ JC27_155.2.9_MA_S33_
#> "011" "011"
#> JC27_156.2.9_MA_S33_ JC27_157.2_MA_S33_
#> "013" "011"
#> JC27_158.2_MA_S33_ JC27_159.2_MA_S33_
#> "011" "0222"
#> JC27_160.2_MA_S33_ JC27_162.1_MA_S33_
#> "0222" "014"
#> JC27_163.1_MA_S33_ JC27_164.1_MA_S33_
#> "012" "0211"
#> JC27_165.1_MA_S33_ JC27_166.1_MA_S33_
#> "012" "012"
#> JC27_167.1_MA_S33_ JC27_168.1_MA_S33_
#> "011" "0223"
#> JC27_169.1_MA_S33_ JC27_170.1_MA_S33_
#> "012" "0221"
#> JC27_171.1_MA_S33_ JC27_172.1_MA_S33_
#> "014" "0222"
#> JC27_161.2_MA_S33_ JC27_162.2_MA_S33_
#> "0223" "011"
#> JC27_163.2_MA_S33_ JC27_164.2_MA_S33_
#> "0221" "034"
#> JC27_165.2_MA_S33_ JC27_166.2_MA_S33_
#> "014" "013"
#> JC27_167.2_MA_S33_ JC27_168.2_MA_S33_
#> "013" "02121"
#> JC27_169.2_MA_S33_ JC27_170.2_MA_S33_
#> "0222" "012"
#> JC27_172.2_MA_S33_ JC27_173.1_MA_S33_
#> "0223" "013"
#> JC27_174.1_MA_S33_ JC27_175.1_MA_S33_
#> "013" "0221"
#> JC27_177.1_big_MA_S33_ JC27_178.1_MA_S33_
#> "011" "0221"
#> JC27_180.1_W_MA_S33_ JC27_181.1_MA_S33_
#> "011" "012"
#> JC27_182.1_W_MA_S33_ JC27_183.1_MA_S33_
#> "014" "0223"
#> JC27_184.1_MA_S33_ JC27_173.2_big_MA_S33_
#> "02122" "011"
#> JC27_174.2_MA_S33_ JC27_175.2_MA_S33_
#> "023" "013"
#> JC27_176.2_W_MA_S33_ JC27_177.2_MA_S33_
#> "012" "011"
#> JC27_178.2_MA_S33_ JC27_179.2_MA_S33_
#> "011" "011"
#> JC27_180.2_W_MA_S33_ JC27_181.2_big_MA_S33_
#> "014" "011"
#> JC27_182.2_W_MA_S33_ JC27_183.2_MA_S33_
#> "011" "011"
#> JC27_184.2_MA_S33_ JC27_185.1_MA_S33_
#> "012" "0221"
#> JC27_186.1_MA_S33_ JC27_187.1_MA_S33_
#> "011" "014"
#> JC27_188.1_MA_S33_ JC27_189.1_MA_S33_
#> "011" "014"
#> JC27_190.1_MA_S33_ JC27_191.1_MA_S33_
#> "011" "014"
#> JC27_192.1_W_MA_S33_ JC27_193.1_._big_MA_S33_
#> "0213" "014"
#> JC27_193.3_MA_S33_ JC27_195.1_MA_S33_
#> "011" "02121"
#> JC27_196.1_MA_S33_ JC27_185.2_MA_S33_
#> "0211" "011"
#> JC27_186.2_MA_S33_ JC27_187.2_MA_S33_
#> "011" "02122"
#> JC27_188.2_MA_S33_ JC27_189.2_MA_S33_
#> "0211" "011"
#> JC27_190.2_MA_S33_ JC27_191.2_MA_S33_
#> "013" "014"
#> JC27_192.2_W_MA_S33_ JC27_193.2_MA_S33_
#> "011" "011"
#> JC27_193.4_MA_S33_ JC27_195.2_MA_S33_
#> "013" "011"
#> JC27_196.2_MA_S33_ JC28_197.1_FE_S33_
#> "011" "014"
#> JC28_198.1_FE_S33_ JC28_200.1.23_FE_S33_
#> "011" "011"
#> JC28_201.1.23_FE_S33_ JC28_202.1_FE_S33_
#> "011" "011"
#> JC28_203.1_FE_S33_ JC28_205.1_FE_S33_
#> "011" "011"
#> JC28_206.1_FE_S33_ JC28_207.1_FE_S33_
#> "011" "011"
#> JC28_208.1_FE_S33_ JC28_197.2_FE_S33_
#> "011" "011"
#> JC28_198.2_big_FE_S33_ JC28_199.2.23_FE_S33_
#> "011" "011"
#> JC28_201.2.23_FE_S33_ JC28_202.2_FE_S33_
#> "011" "014"
#> JC28_203.2_FE_S33_ JC28_204.2_FE_S33_
#> "013" "011"
#> JC28_205.2_FE_S33_ JC28_206.2_FE_S33_
#> "011" "014"
#> JC28_207.2_FE_S33_ JC28_208.2_FE_S33_
#> "011" "011"
#> JC28_210.1_FE_S33_ JC28_211.1_FE_S33_
#> "011" "014"
#> JC28_212.1_FE_S33_ JC28_213.1.26_FE_S33_
#> "023" "011"
#> JC28_214.1.26_FE_S33_ JC28_215.1.26_FE_S33_
#> "013" "014"
#> JC28_216.1.26_FE_S33_ JC28_217.1.26_FE_S33_
#> "011" "034"
#> JC28_218.1_FE_S33_ JC28_220.1_FE_S33_
#> "014" "011"
#> JC28_209.2_FE_S33_ JC28_210.2_FE_S33_
#> "011" "034"
#> JC28_211.2_FE_S33_ JC28_212.2_FE_S33_
#> "023" "023"
#> JC28_214.2.26_FE_S33_ JC28_216.2.26_FE_S33_
#> "023" "011"
#> JC28_217.2.26_FE_S33_ JC28_218.2_FE_S33_
#> "014" "014"
#> JC28_219.2_FE_S33_ JC28_220.2_FE_S33_
#> "0223" "02121"
#> JC28_222.1_FE_S33_ JC28_223.1_FE_S33_
#> "011" "032"
#> JC28_228.1.29_FE_S33_ JC28_229.1.29_FE_S33_
#> "011" "023"
#> JC28_230.1.29_FE_S33_ JC28_231.1_FE_S33_
#> "023" "011"
#> JC28_232.1_FE_S33_ JC28_221.2_FE_S33_
#> "011" "011"
#> JC28_222.2_FE_S33_ JC28_223.2_FE_S33_
#> "011" "011"
#> JC28_224.2_FE_S33_ JC28_225.2.29_FE_S33_
#> "014" "011"
#> JC28_226.2.29_FE_S33_ JC28_227.2.29_FE_S33_
#> "011" "011"
#> JC28_229.2.29_FE_S33_ JC28_230.2.29_FE_S33_
#> "011" "011"
#> JC28_232.2_FE_S33_ JC28_233.3_T_FE_S33_
#> "014" "032"
#> JC28_235.1_FE_S33_ JC28_236.1_FE_S33_
#> "011" "011"
#> JC28_237.1_FE_S33_ JC28_238.1_FE_S33_
#> "011" "011"
#> JC28_239.1_FE_S33_ JC28_240.1_FE_S33_
#> "011" "011"
#> JC28_241.1_FE_S33_ JC28_242.1_FE_S33_
#> "011" "011"
#> JC28_243.1_FE_S33_ JC28_244.1_FE_S33_
#> "011" "011"
#> JC28_233.2_T_FE_S33_ JC28_234.2_FE_S33_
#> "011" "011"
#> JC28_235.2_FE_S33_ JC28_236.2_FE_S33_
#> "011" "011"
#> JC28_237.2_FE_S33_ JC28_238.2_FE_S33_
#> "011" "011"
#> JC28_239.2_FE_S33_ JC28_240.2_FE_S33_
#> "011" "011"
#> JC28_241.2_FE_S33_ JC28_242.2_FE_S33_
#> "011" "011"
#> JC28_243.2_FE_S33_ JC30_245.1_MA
#> "011" "014"
#> JC30_246.1_MA JC30_247.1_MA
#> "011" "011"
#> JC30_248.1.32_MA JC30_249.1.32_MA
#> "014" "012"
#> JC30_250.1.32_MA JC30_251.1_MA
#> "011" "011"
#> JC30_252.1_T_MA JC30_252.3_T_MA
#> "034" "014"
#> JC30_254.1_MA JC30_255.1_MA
#> "014" "012"
#> JC30_256.1_MA JC30_245.2_MA
#> "011" "012"
#> JC30_246.2_MA JC30_247.2_MA
#> "0222" "012"
#> JC30_248.2.32_MA JC30_249.2.32_MA
#> "011" "011"
#> JC30_250.2.32_MA JC30_251.2_MA
#> "011" "011"
#> JC30_252.2_T_MA JC30_254.3_MA
#> "011" "011"
#> JC30_254.2_._MA JC30_255.2_MA
#> "011" "013"
#> JC30_256.2_MA JC30_257.1_MA
#> "011" "011"
#> JC30_258.1.33_MA JC30_259.1_W.33_MA
#> "011" "011"
#> JC30_260.1_W.33_MA JC30_261.1.34_MA
#> "011" "011"
#> JC30_261.3.34_MA JC30_263.1.34_MA
#> "011" "011"
#> JC30_264.1_W.34_MA JC30_265.1_MA
#> "011" "012"
#> JC30_265.3_._big_MA JC30_265.4_MA
#> "014" "011"
#> JC30_268.1_MA JC30_257.2_MA
#> "034" "011"
#> JC30_258.2.33_MA JC30_259.2_W.33_MA
#> "011" "011"
#> JC30_260.2_W.33_MA JC30_261.2_..34_MA
#> "011" "011"
#> JC30_261.4.34_MA JC30_263.2.34_MA
#> "011" "011"
#> JC30_264.2_W.34_MA JC30_265.2_MA
#> "011" "011"
#> JC30_265.5_MA JC30_265.6_MA
#> "011" "014"
#> JC30_268.2_MA JC30_269.1_W_MA
#> "034" "011"
#> JC30_270.1_W_MA JC30_271.1_W_MA
#> "011" "011"
#> JC30_272.1_W_MA JC30_273.1_MA
#> "012" "011"
#> JC30_273.3_MA JC30_275.1_T_MA
#> "014" "011"
#> JC30_276.1_MA JC30_277.1_T_MA
#> "011" "011"
#> JC30_277.3_T_MA JC30_279.1_MA
#> "011" "011"
#> JC30_280.1_MA JC30_269.2_W_MA
#> "011" "011"
#> JC30_270.2_W_MA JC30_271.2_W_MA
#> "011" "011"
#> JC30_272.2_W_MA JC30_273.2_._MA
#> "011" "011"
#> JC30_275.3_T_MA JC30_275.2_T_MA
#> "011" "011"
#> JC30_276.2_MA JC30_277.2_T_MA
#> "011" "011"
#> JC30_279.3_._MA JC30_279.2_MA
#> "011" "011"
#> JC30_280.2_MA JC30_281.1_MA
#> "011" "011"
#> JC30_282.1_MA JC30_283.1_MA
#> "011" "011"
#> JC30_284.1_MA JC30_285.1_MA
#> "011" "011"
#> JC30_286.1_MA JC30_287.1_MA
#> "011" "011"
#> JC30_288.1_._MA JC30_288.3_MA
#> "014" "011"
#> JC30_290.1_MA JC30_291.1_MA
#> "011" "011"
#> JC30_292.1_MA JC30_281.2_MA
#> "011" "011"
#> JC30_282.2_MA JC30_283.2_MA
#> "011" "032"
#> JC30_284.2_MA JC30_285.2_MA
#> "011" "011"
#> JC30_286.2_MA JC30_287.2_MA
#> "011" "011"
#> JC30_288.2_MA JC30_289.2_MA
#> "011" "011"
#> JC30_289.1_MA JC30_291.2_MA
#> "014" "011"
#> JC30_292.2_MA JC32_293.1_W_
#> "011" "011"
#> JC32_294.1.37_ JC32_295.1_T.37_
#> "013" "011"
#> JC32_296.1_T.37_ JC32_296.3_T.37_
#> "011" "013"
#> JC32_298.1.37_ JC32_300.2_..38_
#> "0222" "034"
#> JC32_300.3_..38_ JC32_302.1.38_
#> "011" "011"
#> JC32_303.1.38_ JC32_293.2_W_
#> "034" "011"
#> JC32_294.2.37_ JC32_295.2_T_W.37_
#> "011" "011"
#> JC32_296.2_T.37_ JC32_295.3_T_W.37_
#> "011" "011"
#> JC32_298.2_big.37_ JC32_299.2_
#> "011" "011"
#> JC32_300.1_..38_ JC32_300.4_..38_
#> "011" "011"
#> JC32_302.2.38_ JC32_303.2.38_
#> "011" "011"
#> JC32_304.2.39_ JC32_305.1.39_
#> "011" "011"
#> JC32_306.1.39_ JC32_307.1.39_
#> "011" "011"
#> JC32_308.1.40_ JC32_309.1_..40_
#> "011" "011"
#> JC32_309.3.40_ JC32_311.1.40_
#> "011" "011"
#> JC32_312.1.40_ JC32_314.1.41_
#> "011" "011"
#> JC32_315.1_T.41_ JC32_315.3_T.41_
#> "02122" "012"
#> JC32_305.2.39_ JC32_306.2.39_
#> "011" "011"
#> JC32_307.2.39_ JC32_308.2.40_
#> "013" "011"
#> JC32_309.2.40_ JC32_309.4.40_
#> "013" "011"
#> JC32_311.2.40_ JC32_312.2.40_
#> "011" "011"
#> JC32_313.2.40_ JC32_314.2.41_
#> "011" "011"
#> JC32_315.2_T.41_ JC32_317.3.41_
#> "013" "011"
#> JC32_317.1.41_ JC32_318.1.41_
#> "011" "011"
#> JC32_319.1.41_ JC32_320.1.41_
#> "013" "014"
#> JC32_321.1.41_ JC32_322.1.41_
#> "011" "0213"
#> JC32_323.1.42_ JC32_324.1.42_
#> "0213" "011"
#> JC32_325.1_W.42_ JC32_326.1_..42_
#> "011" "011"
#> JC32_326.3.42_ JC32_328.1.43_
#> "011" "013"
#> JC32_317.2_..41_ JC32_318.2.41_
#> "011" "011"
#> JC32_319.2.41_ JC32_320.2.41_
#> "011" "011"
#> JC32_321.2.41_ JC32_322.2.41_
#> "011" "011"
#> JC32_323.2.42_ JC32_324.2.42_
#> "011" "032"
#> JC32_325.2_W.42_ JC32_326.2.42_
#> "011" "011"
#> JC32_327.2.42_ JC32_328.2.43_
#> "011" "011"
#> JC32_329.1.43_ JC32_330.1.43_
#> "032" "034"
#> JC32_331.1.43_ JC32_331.3.43_
#> "011" "011"
#> JC32_333.1.43_ JC32_334.1.44_
#> "011" "011"
#> JC32_335.1.44_ JC32_336.1.44_
#> "011" "011"
#> JC32_337.1.44_ JC32_338.1.44_
#> "011" "013"
#> JC32_338.3_._big.44_ JC32_340.1_T_
#> "032" "011"
#> JC32_329.2.43_ JC32_330.2.43_
#> "013" "0222"
#> JC32_331.2.43_ JC32_331.4_._big.43_
#> "011" "011"
#> JC32_333.2.43_ JC32_334.2.44_
#> "013" "011"
#> JC32_335.2.44_ JC32_336.2.44_
#> "023" "011"
#> JC32_337.2.44_ JC32_338.2.44_
#> "011" "013"
#> JC32_340.3_T_ JC32_340.2_T_
#> "0221" "013"
#> JC35_437.1.45_MA_S45_ JC35_437.3_._big.45_MA_S45_
#> "011" "013"
#> JC35_437.5.45_MA_S45_ JC35_437.7.45_MA_S45_
#> "011" "011"
#> JC35_441.1.46_MA_S45_ JC35_442.1.46_MA_S45_
#> "011" "011"
#> JC35_443.1.47_MA_S45_ JC35_444.1_T.47_MA_S45_
#> "011" "011"
#> JC35_444.3_T.47_MA_S45_ JC35_446.1.48_MA_S45_
#> "011" "011"
#> JC35_447.1.48_MA_S45_ JC35_448.1.48_MA_S45_
#> "011" "011"
#> JC35_437.2.45_MA_S45_ JC35_437.4.45_MA_S45_
#> "011" "011"
#> JC35_437.6.45_MA_S45_ JC35_437.8.45_MA_S45_
#> "011" "011"
#> JC35_441.2.46_MA_S45_ JC35_442.2.46_MA_S45_
#> "011" "011"
#> JC35_443.2.47_MA_S45_ JC35_444.2_T.47_MA_S45_
#> "011" "011"
#> JC35_451.3_._big.48_MA_S45_ JC35_446.2.48_MA_S45_
#> "011" "011"
#> JC35_447.2.48_MA_S45_ JC35_448.2.48_MA_S45_
#> "011" "012"
#> JC35_449.1.48_MA_S45_ JC35_450.1.48_MA_S45_
#> "014" "011"
#> JC35_451.1.48_MA_S45_ JC35_452.1_adi_MA_S45_
#> "011" "011"
#> JC35_453.1_._MA_S45_ JC35_453.3_MA_S45_
#> "012" "011"
#> JC35_455.1_T_MA_S45_ JC35_456.1.49_MA_S45_
#> "011" "034"
#> JC35_457.1.49_MA_S45_ JC35_458.1.49_MA_S45_
#> "013" "014"
#> JC35_459.1.50_MA_S45_ JC35_460.1.50_MA_S45_
#> "012" "012"
#> JC35_449.2.48_MA_S45_ JC35_450.2.48_MA_S45_
#> "011" "011"
#> JC35_451.2.48_MA_S45_ JC35_445.1_adi_MA_S45_
#> "014" "011"
#> JC35_453.2_MA_S45_ JC35_455.3_T_MA_S45_
#> "012" "011"
#> JC35_455.2_T_MA_S45_ JC35_456.2.49_MA_S45_
#> "0222" "034"
#> JC35_457.2.49_MA_S45_ JC35_458.2.49_MA_S45_
#> "032" "034"
#> JC35_459.2.50_MA_S45_ JC35_460.2.50_MA_S45_
#> "011" "012"
#> JC35_461.1_._MA_S45_ JC35_461.4_._MA_S45_
#> "011" "011"
#> JC35_463.1_MA_S45_ JC35_464.1.51_MA_S45_
#> "011" "013"
#> JC35_465.1_T.51_MA_S45_ JC35_465.3_T.51_MA_S45_
#> "011" "011"
#> JC35_467.3_..52_MA_S45_ JC35_467.4_..52_MA_S45_
#> "011" "011"
#> JC35_469.1_T.52_MA_S45_ JC35_470.1_._MA_S45_
#> "0222" "011"
#> JC35_470.3_MA_S45_ JC35_472.1_MA_S45_
#> "011" "012"
#> JC35_461.2_._MA_S45_ JC35_461.3_._MA_S45_
#> "011" "032"
#> JC35_463.2_MA_S45_ JC35_464.2.51_MA_S45_
#> "011" "012"
#> JC35_465.2_T.51_MA_S45_ JC35_467.1_..52_MA_S45_
#> "011" "011"
#> JC35_467.2_..52_MA_S45_ JC35_469.3_T.52_MA_S45_
#> "011" "013"
#> JC35_469.2_T.52_MA_S45_ JC35_470.2_MA_S45_
#> "011" "011"
#> JC35_475.3_T_MA_S45_ JC35_484.1_MA_S45_
#> "011" "011"
#> JC35_473.1_MA_S45_ JC35_474.1_MA_S45_
#> "012" "014"
#> JC35_475.1_T_MA_S45_ JC35_476.1_W.53_MA_S45_
#> "011" "012"
#> JC35_477.1.53_MA_S45_ JC35_478.1.53_MA_S45_
#> "011" "011"
#> JC35_479.1_MA_S45_ JC35_480.1_W.54_MA_S45_
#> "011" "013"
#> JC35_481.1.54_MA_S45_ JC35_482.1.55_MA_S45_
#> "011" "013"
#> JC35_483.1_W.55_MA_S45_ JC35_472.2_MA_S45_
#> "011" "011"
#> JC35_473.2_MA_S45_ JC35_474.2_MA_S45_
#> "011" "014"
#> JC35_475.2_T_MA_S45_ JC35_476.2_W.53_MA_S45_
#> "011" "011"
#> JC35_477.2.53_MA_S45_ JC35_478.2.53_MA_S45_
#> "011" "014"
#> JC35_479.2_MA_S45_ JC35_480.2_W.54_MA_S45_
#> "011" "011"
#> JC35_481.2.54_MA_S45_ JC35_482.2.55_MA_S45_
#> "011" "012"
#> JC35_483.2_W.55_MA_S45_ JC35_484.2_MA_S45_
#> "011" "011"
#> JC36_486.1_T.56_MA_S46_ JC36_486.3_T.56_MA_S46_
#> "02122" "0221"
#> JC36_488.1.56_MA_S46_ JC36_490.4_._W.57_MA_S46_
#> "033" "012"
#> JC36_492.3.57_MA_S46_ JC36_494.1.58_MA_S46_
#> "012" "02121"
#> JC36_495.1.58_MA_S46_ JC36_496.1.58_MA_S46_
#> "012" "011"
#> JC36_486.2_T.56_MA_S46_ JC36_488.3_..56_MA_S46_
#> "011" "0221"
#> JC36_488.2.56_MA_S46_ JC36_489.2.56_MA_S46_
#> "014" "012"
#> JC36_490.2_._W.57_MA_S46_ JC36_490.3_._W.57_MA_S46_
#> "012" "012"
#> JC36_492.2.57_MA_S46_ JC36_495.3_..58_MA_S46_
#> "011" "012"
#> JC36_494.2.58_MA_S46_ JC36_495.2.58_MA_S46_
#> "012" "012"
#> JC36_497.1_W.58_MA_S46_ JC36_499.1_W_MA_S46_
#> "0211" "032"
#> JC36_500.1_MA_S46_ JC36_501.1_._MA_S46_
#> "012" "0213"
#> JC36_501.3_MA_S46_ JC36_503.1_._adi_MA_S46_
#> "02122" "013"
#> JC36_505.1.59_MA_S46_ JC36_506.1.59_MA_S46_
#> "032" "0222"
#> JC36_507.3.59_MA_S46_ JC36_497.2_W.58_MA_S46_
#> "012" "032"
#> JC36_499.2_W_MA_S46_ JC36_500.2_MA_S46_
#> "0221" "012"
#> JC36_501.2_MA_S46_ JC36_503.3_MA_S46_
#> "02122" "014"
#> JC36_503.2_MA_S46_ JC36_504.2.59_MA_S46_
#> "014" "032"
#> JC36_505.2.59_MA_S46_ JC36_506.2.59_MA_S46_
#> "012" "012"
#> JC36_507.2.59_MA_S46_ JC36_520.3_T_MA_S46_
#> "012" "0221"
#> JC36_511.1_W.61_MA_S46_ JC36_513.1_MA_S46_
#> "0223" "02122"
#> JC36_514.1.62_MA_S46_ JC36_515.1_._big.62_MA_S46_
#> "014" "0222"
#> JC36_515.3.62_MA_S46_ JC36_515.5.62_MA_S46_
#> "012" "012"
#> JC36_518.1_._MA_S46_ JC36_519.3_._MA_S46_
#> "014" "0213"
#> JC36_520.1_T_MA_S46_ JC36_511.2_W.61_MA_S46_
#> "012" "032"
#> JC36_512.2_W.61_MA_S46_ JC36_513.2_MA_S46_
#> "013" "012"
#> JC36_514.2.62_MA_S46_ JC36_515.2.62_MA_S46_
#> "011" "011"
#> JC36_515.4.62_MA_S46_ JC36_515.6.62_MA_S46_
#> "012" "014"
#> JC36_518.2_._MA_S46_ JC36_519.4_._MA_S46_
#> "011" "034"
#> JC36_520.2_T_MA_S46_ JC36_521.1_MA_S46_
#> "0222" "0221"
#> JC36_523.1.63_MA_S46_ JC36_524.1_..63_MA_S46_
#> "011" "014"
#> JC36_524.3.63_MA_S46_ JC36_524.5.63_MA_S46_
#> "011" "014"
#> JC36_527.1_MA_S46_ JC36_528.1_MA_S46_
#> "012" "012"
#> JC36_529.1_._MA_S46_ JC36_530.1_._MA_S46_
#> "011" "0221"
#> JC36_531.1_MA_S46_ JC36_532.1_MA_S46_
#> "013" "0223"
#> JC36_521.2_MA_S46_ JC36_522.2_MA_S46_
#> "011" "012"
#> JC36_523.2.63_MA_S46_ JC36_524.2.63_MA_S46_
#> "012" "012"
#> JC36_524.4.63_MA_S46_ JC36_531.3_._MA_S46_
#> "032" "014"
#> JC36_527.2_MA_S46_ JC36_528.2_MA_S46_
#> "0223" "012"
#> JC36_529.2_._MA_S46_ JC36_530.2_._MA_S46_
#> "02121" "0222"
#> JC36_531.2_MA_S46_ JC36_532.2_MA_S46_
#> "0213" "0223"
#> JC37_533.1_W.64_MA_S46_ JC37_533.3.64_MA_S46_
#> "023" "034"
#> JC37_534.1.64_MA_S46_ JC37_534.4.64_MA_S46_
#> "012" "032"
#> JC37_537.1_MA_S46_ JC37_538.1_MA_S46_
#> "013" "02121"
#> JC37_539.1_..65_MA_S46_ JC37_539.3.65_MA_S46_
#> "014" "012"
#> JC37_541.1.65_MA_S46_ JC37_542.1.65_MA_S46_
#> "014" "0211"
#> JC37_543.1.65_MA_S46_ JC37_544.1_..65_MA_S46_
#> "02122" "02122"
#> JC37_533.2_._W.64_MA_S46_ JC37_534.3.64_MA_S46_
#> "013" "012"
#> JC37_534.5.64_MA_S46_ JC37_537.2_MA_S46_
#> "013" "013"
#> JC37_538.2_MA_S46_ JC37_539.2.65_MA_S46_
#> "012" "014"
#> JC37_544.3.65_MA_S46_ JC37_541.2.65_MA_S46_
#> "032" "02121"
#> JC37_542.2.65_MA_S46_ JC37_544.2.65_MA_S46_
#> "013" "032"
#> JC37_545.1_T.65_MA_S46_ JC37_545.3_T.65_MA_S46_
#> "02121" "032"
#> JC37_547.1_MA_S46_ JC37_548.1_MA_S46_
#> "02121" "0211"
#> JC37_549.1_MA_S46_ JC37_550.1_._MA_S46_
#> "011" "0211"
#> JC37_551.1_MA_S46_ JC37_553.3_MA_S46_
#> "032" "0213"
#> JC37_553.1_._big_adi_MA_S46_ JC37_554.1_MA_S46_
#> "0222" "0213"
#> JC37_555.1.66_MA_S46_ JC37_556.1.66_MA_S46_
#> "0223" "012"
#> JC37_545.2_T.65_MA_S46_ JC37_550.3_MA_S46_
#> "02122" "032"
#> JC37_547.2_MA_S46_ JC37_548.2_MA_S46_
#> "012" "0221"
#> JC37_549.2_MA_S46_ JC37_550.2_MA_S46_
#> "012" "0222"
#> JC37_551.2_MA_S46_ JC37_553.4_MA_S46_
#> "012" "02121"
#> JC37_553.2_MA_S46_ JC37_554.2_MA_S46_
#> "0211" "012"
#> JC37_555.2.66_MA_S46_ JC37_556.2.66_MA_S46_
#> "0223" "031"
#> JC37_557.1_ery.66_MA_S46_ JC37_558.1.66_MA_S46_
#> "014" "012"
#> JC37_559.1_ery.66_MA_S46_ JC37_560.1_MA_S46_
#> "011" "0221"
#> JC37_561.1_ery_MA_S46_ JC37_562.4_..67_MA_S46_
#> "032" "023"
#> JC37_564.1.67_MA_S46_ JC37_566.1.67_MA_S46_
#> "0223" "011"
#> JC37_567.1_ery.67_MA_S46_ JC37_568.1_MA_S46_
#> "032" "0223"
#> JC37_558.2_ery.66_MA_S46_ JC37_559.2_ery.66_MA_S46_
#> "011" "011"
#> JC37_560.2_MA_S46_ JC37_561.2_MA_S46_
#> "0221" "012"
#> JC37_562.2_._ery.67_MA_S46_ JC37_562.3_..67_MA_S46_
#> "011" "011"
#> JC37_564.2.67_MA_S46_ JC37_565.2.67_MA_S46_
#> "0213" "011"
#> JC37_566.2.67_MA_S46_ JC37_567.2.67_MA_S46_
#> "011" "014"
#> JC37_570.1.68_MA_S46_ JC37_571.1_..68_MA_S46_
#> "02122" "011"
#> JC37_571.4_..68_MA_S46_ JC37_573.1_MA_S46_
#> "0213" "011"
#> JC37_574.1_T_MA_S46_ JC37_574.3_T_MA_S46_
#> "011" "011"
#> JC37_576.1_T_W.69_MA_S46_ JC37_577.1.69_MA_S46_
#> "034" "011"
#> JC37_578.1_MA_S46_ JC37_579.1_._MA_S46_
#> "012" "02122"
#> JC37_579.3_MA_S46_ JC37_569.2_MA_S46_
#> "02121" "011"
#> JC37_570.2.68_MA_S46_ JC37_571.3_..68_MA_S46_
#> "0221" "013"
#> JC37_573.2_MA_S46_ JC37_574.2_T_MA_S46_
#> "032" "013"
#> JC37_576.3_T_W.69_MA_S46_ JC37_576.2_T.69_MA_S46_
#> "023" "0222"
#> JC37_577.2.69_MA_S46_ JC37_578.2_MA_S46_
#> "0213" "012"
#> JC37_579.2_MA_S46_ JC39_581.3.70_FE_S23_
#> "023" "023"
#> JC39_583.1.70_FE_S23_ JC39_585.1_T.70_FE_S23_
#> "013" "014"
#> JC39_585.3_T.70_FE_S23_ JC39_587.1.70_FE_S23_
#> "034" "0211"
#> JC39_588.1.70_FE_S23_ JC39_589.3.71_FE_S23_
#> "034" "032"
#> JC39_591.3_..71_FE_S23_ JC39_591.4_..71_FE_S23_
#> "02122" "0211"
#> JC39_581.2.70_FE_S23_ JC39_581.4.70_FE_S23_
#> "023" "013"
#> JC39_583.2.70_FE_S23_ JC39_584.2_div.70_FE_S23_
#> "031" "014"
#> JC39_585.2_T.70_FE_S23_ JC39_588.3.70_FE_S23_
#> "0211" "0211"
#> JC39_587.2.70_FE_S23_ JC39_588.2_..70_FE_S23_
#> "013" "0213"
#> JC39_589.2.71_FE_S23_ JC39_591.1_..71_FE_S23_
#> "013" "034"
#> JC39_591.2_..71_FE_S23_ JC39_594.3.71_FE_S23_
#> "023" "023"
#> JC39_593.1.71_FE_S23_ JC39_594.1_..71_FE_S23_
#> "013" "0221"
#> JC39_595.1.72_FE_S23_ JC39_596.1.72_FE_S23_
#> "012" "023"
#> JC39_597.1_T_FE_S23_ JC39_597.3_T_FE_S23_
#> "011" "013"
#> JC39_599.1_FE_S23_ JC39_600.1_._FE_S23_
#> "0221" "0223"
#> JC39_601.1_FE_S23_ JC39_602.1_FE_S23_
#> "012" "012"
#> JC39_603.1_T_FE_S23_ JC39_604.1_FE_S23_
#> "0223" "034"
#> JC39_593.2.71_FE_S23_ JC39_594.2.71_FE_S23_
#> "014" "0211"
#> JC39_595.2.72_FE_S23_ JC39_596.2.72_FE_S23_
#> "012" "012"
#> JC39_597.2_T_FE_S23_ JC39_603.3_T_FE_S23_
#> "013" "013"
#> JC39_599.2_FE_S23_ JC39_600.2_FE_S23_
#> "013" "012"
#> JC39_601.2_FE_S23_ JC39_602.2_FE_S23_
#> "02122" "0223"
#> JC39_603.2_T_FE_S23_ JC39_604.2_FE_S23_
#> "013" "0222"
#> JC39_605.1_FE_S23_ JC39_606.1_FE_S23_
#> "02121" "0213"
#> JC39_607.1_FE_S23_ JC39_608.1_._FE_S23_
#> "0213" "0221"
#> JC39_608.3_FE_S23_ JC39_610.1_FE_S23_
#> "0213" "0211"
#> JC39_611.1_FE_S23_ JC39_612.1.73_FE_S23_
#> "0211" "0213"
#> JC39_613.1_..73_FE_S23_ JC39_613.3.73_FE_S23_
#> "02122" "023"
#> JC39_615.1_FE_S23_ JC39_616.1_FE_S23_
#> "012" "013"
#> JC39_605.2_FE_S23_ JC39_606.2_FE_S23_
#> "0223" "013"
#> JC39_607.2_FE_S23_ JC39_608.2_FE_S23_
#> "0211" "013"
#> JC39_618.4_._FE_S23_ JC39_610.2_FE_S23_
#> "011" "014"
#> JC39_611.2_FE_S23_ JC39_612.2.73_FE_S23_
#> "011" "0211"
#> JC39_613.2.73_FE_S23_ JC39_613.4.73_FE_S23_
#> "011" "023"
#> JC39_615.2_FE_S23_ JC39_616.2_FE_S23_
#> "034" "023"
#> JC39_617.1_FE_S23_ JC39_618.3_._FE_S23_
#> "0221" "012"
#> JC39_619.1_FE_S23_ JC39_620.1_FE_S23_
#> "011" "013"
#> JC39_621.1_._FE_S23_ JC39_621.3_FE_S23_
#> "011" "011"
#> JC39_623.1_FE_S23_ JC39_624.1_T_FE_S23_
#> "014" "032"
#> JC39_624.3_T_FE_S23_ JC39_626.1_T_FE_S23_
#> "011" "014"
#> JC39_627.1_FE_S23_ JC39_628.1_FE_S23_
#> "0221" "012"
#> JC39_618.1_._FE_S23_ JC39_618.2_._FE_S23_
#> "012" "012"
#> JC39_619.2_FE_S23_ JC39_620.2_FE_S23_
#> "032" "012"
#> JC39_621.2_FE_S23_ JC39_623.3_FE_S23_
#> "0213" "034"
#> JC39_623.2_._FE_S23_ JC39_624.2_T_FE_S23_
#> "02122" "014"
#> JC39_626.3_T_FE_S23_ JC39_626.2_T_FE_S23_
#> "034" "0223"
#> JC39_627.2_FE_S23_ JC39_628.2_FE_S23_
#> "0221" "012"
#> JC40_629.1.74_FE_S23_ JC40_630.1.74_FE_S23_
#> "011" "013"
#> JC40_631.1.74_FE_S23_ JC40_632.1.75_FE_S23_
#> "011" "0213"
#> JC40_633.1.75_FE_S23_ JC40_634.1.75_FE_S23_
#> "023" "011"
#> JC40_635.1_T.76_FE_S23_ JC40_635.3_T.76_FE_S23_
#> "011" "011"
#> JC40_637.1.76_FE_S23_ JC40_638.1_T.76_FE_S23_
#> "012" "012"
#> JC40_639.1_FE_S23_ JC40_640.1_FE_S23_
#> "012" "013"
#> JC40_629.2.74_FE_S23_ JC40_630.2.74_FE_S23_
#> "011" "012"
#> JC40_631.2.74_FE_S23_ JC40_632.2.75_FE_S23_
#> "011" "0222"
#> JC40_633.2.75_FE_S23_ JC40_634.2.75_FE_S23_
#> "0222" "014"
#> JC40_635.2_T.76_FE_S23_ JC40_638.3_T.76_FE_S23_
#> "011" "011"
#> JC40_637.2.76_FE_S23_ JC40_638.2_T.76_FE_S23_
#> "011" "013"
#> JC40_639.2_FE_S23_ JC40_640.2_FE_S23_
#> "012" "032"
#> JC40_641.1_FE_S23_ JC40_642.1_FE_S23_
#> "011" "011"
#> JC40_643.1.77_FE_S23_ JC40_644.1.77_FE_S23_
#> "011" "02122"
#> JC40_645.1.77_FE_S23_ JC40_646.1.77_FE_S23_
#> "011" "011"
#> JC40_647.1_FE_S23_ JC40_648.1.78_FE_S23_
#> "011" "012"
#> JC40_649.1_T.78_FE_S23_ JC40_649.3_T.78_FE_S23_
#> "023" "032"
#> JC40_651.1.78_FE_S23_ JC40_652.1_FE_S23_
#> "034" "011"
#> JC40_641.2_FE_S23_ JC40_642.2_FE_S23_
#> "012" "0222"
#> JC40_643.2.77_FE_S23_ JC40_644.2.77_FE_S23_
#> "014" "032"
#> JC40_645.2.77_FE_S23_ JC40_646.2.77_FE_S23_
#> "013" "012"
#> JC40_647.2_FE_S23_ JC40_648.2.78_FE_S23_
#> "011" "012"
#> JC40_649.2_T.78_FE_S23_ JC40_652.3_._FE_S23_
#> "012" "012"
#> JC40_651.2.78_FE_S23_ JC40_652.2_FE_S23_
#> "0211" "012"
#> JC40_653.1_W_FE_S23_ JC40_654.1_FE_S23_
#> "032" "011"
#> JC40_655.1.79_FE_S23_ JC40_656.1.79_FE_S23_
#> "034" "013"
#> JC40_657.1_..79_FE_S23_ JC40_657.3.79_FE_S23_
#> "014" "011"
#> JC40_659.1.79_FE_S23_ JC40_660.1.79_FE_S23_
#> "023" "013"
#> JC40_660.5.79_FE_S23_ JC40_662.1_FE_S23_
#> "013" "032"
#> JC40_663.1_FE_S23_ JC40_664.1.80_FE_S23_
#> "012" "0222"
#> JC40_653.2_W_FE_S23_ JC40_654.2_FE_S23_
#> "012" "012"
#> JC40_655.2.79_FE_S23_ JC40_656.2.79_FE_S23_
#> "011" "013"
#> JC40_657.2.79_FE_S23_ JC40_660.3_..79_FE_S23_
#> "013" "032"
#> JC40_659.2.79_FE_S23_ JC40_660.2.79_FE_S23_
#> "013" "013"
#> JC40_660.4.79_FE_S23_ JC40_662.2_FE_S23_
#> "013" "0223"
#> JC40_663.2_FE_S23_ JC40_664.2.80_FE_S23_
#> "011" "012"
#> JC40_665.1.80_FE_S23_ JC40_666.1.81_FE_S23_
#> "032" "013"
#> JC40_667.1.81_FE_S23_ JC40_668.1.81_FE_S23_
#> "011" "034"
#> JC40_669.1.81_FE_S23_ JC40_670.1_W.81_FE_S23_
#> "011" "011"
#> JC40_671.1.82_FE_S23_ JC40_672.1.82_FE_S23_
#> "011" "014"
#> JC40_673.1.82_FE_S23_ JC40_674.1_T_FE_S23_
#> "011" "012"
#> JC40_674.3_T_FE_S23_ JC40_676.1_T_FE_S23_
#> "012" "011"
#> JC40_665.2.80_FE_S23_ JC40_666.2.81_FE_S23_
#> "011" "013"
#> JC40_667.2.81_FE_S23_ JC40_668.2.81_FE_S23_
#> "011" "011"
#> JC40_669.2.81_FE_S23_ JC40_670.2_W.81_FE_S23_
#> "011" "014"
#> JC40_671.2.82_FE_S23_ JC40_672.2.82_FE_S23_
#> "011" "011"
#> JC40_673.2.82_FE_S23_ JC40_674.2_T_FE_S23_
#> "014" "012"
#> JC40_676.3_T_FE_S23_ JC40_676.2_T_FE_S23_
#> "0211" "011"
#> JC41_677.1.83_FE_S52_ JC41_678.1_..83_FE_S52_
#> "0223" "0221"
#> JC41_678.3.83_FE_S52_ JC41_680.1_FE_S52_
#> "0223" "0223"
#> JC41_681.1.84_FE_S52_ JC41_682.1.84_FE_S52_
#> "0221" "034"
#> JC41_683.1.85_FE_S52_ JC41_684.1.85_FE_S52_
#> "013" "013"
#> JC41_685.1.85_FE_S52_ JC41_686.1_..85_FE_S52_
#> "013" "011"
#> JC41_686.3.85_FE_S52_ JC41_688.3_._FE_S52_
#> "013" "0223"
#> JC41_677.2.83_FE_S52_ JC41_678.2.83_FE_S52_
#> "0221" "032"
#> JC41_680.3_FE_S52_ JC41_680.2_._FE_S52_
#> "013" "02122"
#> JC41_681.2.84_FE_S52_ JC41_682.2.84_FE_S52_
#> "011" "0221"
#> JC41_683.2.85_FE_S52_ JC41_684.2.85_FE_S52_
#> "013" "013"
#> JC41_685.2.85_FE_S52_ JC41_686.2.85_FE_S52_
#> "013" "011"
#> JC41_688.1_._FE_S52_ JC41_688.2_._FE_S52_
#> "014" "012"
#> JC41_688.4_._FE_S52_ JC41_690.1.86_FE_S52_
#> "034" "012"
#> JC41_691.1.86_FE_S52_ JC41_693.1_FE_S52_
#> "012" "013"
#> JC41_694.1_FE_S52_ JC41_695.1_W.87_FE_S52_
#> "013" "012"
#> JC41_696.1.87_FE_S52_ JC41_697.1_._FE_S52_
#> "014" "013"
#> JC41_697.4_._FE_S52_ JC41_699.1.88_FE_S52_
#> "023" "012"
#> JC41_700.1_T.88_FE_S52_ JC41_700.3_T.88_FE_S52_
#> "013" "0223"
#> JC41_690.2.86.88_FE_S52_ JC41_691.2.86_FE_S52_
#> "032" "012"
#> JC41_692.2_FE_S52_ JC41_693.2_FE_S52_
#> "012" "023"
#> JC41_694.2_FE_S52_ JC41_695.2_W.87_FE_S52_
#> "0221" "012"
#> JC41_696.2_div.87_FE_S52_ JC41_697.2_._FE_S52_
#> "0222" "0222"
#> JC41_697.3_._FE_S52_ JC41_699.2_FE_S52_
#> "0221" "0211"
#> JC41_700.2_T_FE_S52_ JC41_701.1_W_FE_S52_
#> "013" "013"
#> JC41_702.1_._FE_S52_ JC41_702.3_FE_S52_
#> "0213" "014"
#> JC41_704.1_FE_S52_ JC41_705.1_._FE_S52_
#> "013" "014"
#> JC41_705.3_FE_S52_ JC41_707.1.89_FE_S52_
#> "013" "0211"
#> JC41_708.1_T.89_FE_S52_ JC41_709.1.90_FE_S52_
#> "013" "0222"
#> JC41_710.1_W.90_FE_S52_ JC41_711.1.90_FE_S52_
#> "0213" "012"
#> JC41_712.1.90_FE_S52_ JC41_701.2_W_FE_S52_
#> "012" "013"
#> JC41_702.2_FE_S52_ JC41_708.3_T.89_FE_S52_
#> "013" "014"
#> JC41_704.2_FE_S52_ JC41_705.2_FE_S52_
#> "0222" "011"
#> JC41_705.4_FE_S52_ JC41_708.2_T.89_FE_S52_
#> "02121" "032"
#> JC41_709.2.90_FE_S52_ JC41_710.2_W.90_FE_S52_
#> "012" "014"
#> JC41_711.2.90_FE_S52_ JC41_712.2.90_FE_S52_
#> "013" "013"
#> JC41_713.1.90_FE_S52_ JC41_714.1_FE_S52_
#> "013" "023"
#> JC41_715.1_FE_S52_ JC41_716.1_FE_S52_
#> "033" "0221"
#> JC41_717.1_FE_S52_ JC41_718.1.91_FE_S52_
#> "0222" "0221"
#> JC41_719.1.91_FE_S52_ JC41_719.3_..91_FE_S52_
#> "02122" "0222"
#> JC41_721.1.91_FE_S52_ JC41_722.1_T.91_FE_S52_
#> "014" "0221"
#> JC41_723.1.91_FE_S52_ JC41_724.1_FE_S52_
#> "032" "014"
#> JC41_713.2.90_FE_S52_ JC41_714.2_FE_S52_
#> "011" "0211"
#> JC41_715.2_FE_S52_ JC41_716.2_FE_S52_
#> "014" "011"
#> JC41_717.2_FE_S52_ JC41_718.2.91_FE_S52_
#> "0223" "0223"
#> JC41_719.2.91_FE_S52_ JC41_722.3_T.91_FE_S52_
#> "034" "013"
#> JC41_721.2.91_FE_S52_ JC41_722.2_T.91_FE_S52_
#> "014" "0221"
#> JC41_723.2.91_FE_S52_ JC41_724.2_FE_S52_
#> "012" "0211"
#> JC43_725.1_T.92_FE_S27_ JC43_725.3_T.92_FE_S27_
#> "013" "013"
#> JC43_727.1_T.92_FE_S27_ JC43_728.1.92_FE_S27_
#> "014" "023"
#> JC43_729.1_T.92_FE_S27_ JC43_729.3_T.92_FE_S27_
#> "011" "012"
#> JC43_731.1.92_FE_S27_ JC43_732.1.93_FE_S27_
#> "013" "012"
#> JC43_733.1_big_adipo.93_FE_S27_ JC43_734.1_T.94_FE_S27_
#> "0222" "0221"
#> JC43_735.1.94_FE_S27_ JC43_736.1.94_FE_S27_
#> "023" "013"
#> JC43_725.2_T.92_FE_S27_ JC43_727.3_T.92_FE_S27_
#> "013" "013"
#> JC43_727.2_T.92_FE_S27_ JC43_728.2.92_FE_S27_
#> "0223" "023"
#> JC43_729.2_T.92_FE_S27_ JC43_734.3_T.92_FE_S27_
#> "013" "012"
#> JC43_731.2.92_FE_S27_ JC43_732.2_big_adipo.93_FE_S27_
#> "011" "032"
#> JC43_733.2.93_FE_S27_ JC43_734.2_T.94_FE_S27_
#> "012" "012"
#> JC43_735.2.94_FE_S27_ JC43_736.2.94_FE_S27_
#> "023" "011"
#> JC43_738.1_T.95_FE_S27_ JC43_738.3_T.95_FE_S27_
#> "032" "013"
#> JC43_740.1.95_FE_S27_ JC43_740.3.95_FE_S27_
#> "013" "0221"
#> JC43_742.1.95_FE_S27_ JC43_743.1_..95_FE_S27_
#> "023" "013"
#> JC43_743.4_..95_FE_S27_ JC43_745.1_big.95_FE_S27_
#> "013" "0222"
#> JC43_746.1_T.95_FE_S27_ JC43_747.1_..95_FE_S27_
#> "012" "0221"
#> JC43_747.3.95_FE_S27_ JC43_737.2.95_FE_S27_
#> "013" "0221"
#> JC43_738.2_T.95_FE_S27_ JC43_746.3_T.95_FE_S27_
#> "013" "013"
#> JC43_740.2_..95_FE_S27_ JC43_740.4.95_FE_S27_
#> "0223" "013"
#> JC43_742.2.95_FE_S27_ JC43_743.2_..95_FE_S27_
#> "011" "013"
#> JC43_743.3_..95_FE_S27_ JC43_745.2.95_FE_S27_
#> "013" "013"
#> JC43_746.2_T.95_FE_S27_ JC43_747.2.95_FE_S27_
#> "012" "0221"
#> JC43_749.3.95_FE_S27_ JC43_749.1_..95_FE_S27_
#> "013" "0213"
#> JC43_749.4.95_FE_S27_ JC43_751.1_FE_S27_
#> "013" "012"
#> JC43_752.1_._FE_S27_ JC43_752.3_FE_S27_
#> "0213" "013"
#> JC43_754.1_T.96_FE_S27_ JC43_755.1_..96_FE_S27_
#> "023" "013"
#> JC43_755.3.96_FE_S27_ JC43_757.1.96_FE_S27_
#> "013" "023"
#> JC43_758.1.97_FE_S27_ JC43_759.1_T.97_FE_S27_
#> "012" "012"
#> JC43_759.3_T.97_FE_S27_ JC43_749.2.95_FE_S27_
#> "013" "011"
#> JC43_751.2_._big_FE_S27_ JC43_752.2_FE_S27_
#> "0213" "013"
#> JC43_754.3_T.96_FE_S27_ JC43_754.2_T.96_FE_S27_
#> "013" "013"
#> JC43_755.2.96_FE_S27_ JC43_757.3.96_FE_S27_
#> "012" "013"
#> JC43_757.2_..96_FE_S27_ JC43_758.2.97_FE_S27_
#> "0213" "012"
#> JC43_759.2_T.97_FE_S27_ JC43_761.1_T.97_FE_S27_
#> "011" "013"
#> JC43_762.1_FE_S27_ JC43_763.1.98_FE_S27_
#> "0211" "013"
#> JC43_764.1.98_FE_S27_ JC43_765.1.98_FE_S27_
#> "013" "013"
#> JC43_766.1.98_FE_S27_ JC43_767.1_FE_S27_
#> "034" "012"
#> JC43_768.1_FE_S27_ JC43_769.1_FE_S27_
#> "012" "012"
#> JC43_771.3_FE_S27_ JC43_771.1_._FE_S27_
#> "034" "0211"
#> JC43_761.2_T.97_FE_S27_ JC43_762.2_FE_S27_
#> "013" "023"
#> JC43_763.2.98_FE_S27_ JC43_764.2.98_FE_S27_
#> "013" "013"
#> JC43_765.2.98_FE_S27_ JC43_766.2_ery.98_FE_S27_
#> "013" "011"
#> JC43_767.2_FE_S27_ JC43_768.2_FE_S27_
#> "012" "012"
#> JC43_769.2_FE_S27_ JC43_771.4_FE_S27_
#> "0223" "034"
#> JC43_771.2_FE_S27_ JC43_772.2_FE_S27_
#> "011" "012"
#> JC44_773.1_W.99_FE_S27_ JC44_774.1.99_FE_S27_
#> "0221" "0222"
#> JC44_775.1.99_FE_S27_ JC44_776.1_._FE_S27_
#> "013" "013"
#> JC44_776.3_FE_S27_ JC44_778.3_FE_S27_
#> "034" "0223"
#> JC44_780.1_FE_S27_ JC44_781.1_FE_S27_
#> "012" "012"
#> JC44_782.1.100_FE_S27_ JC44_783.1.100_FE_S27_
#> "013" "011"
#> JC44_784.1.100_FE_S27_ JC44_773.2_W.99_FE_S27_
#> "011" "013"
#> JC44_774.2.99_FE_S27_ JC44_775.2.99_FE_S27_
#> "013" "013"
#> JC44_776.2_FE_S27_ JC44_776.4_FE_S27_
#> "034" "02121"
#> JC44_778.2_FE_S27_ JC44_778.4_FE_S27_
#> "012" "014"
#> JC44_780.2_FE_S27_ JC44_781.2_FE_S27_
#> "032" "02122"
#> JC44_782.2.100_FE_S27_ JC44_783.2.100_FE_S27_
#> "013" "013"
#> JC44_784.2.100_FE_S27_ JC44_785.1_..100_FE_S27_
#> "0213" "012"
#> JC44_785.3.100_FE_S27_ JC44_787.1_T_FE_S27_
#> "0213" "0223"
#> JC44_788.1_big_adipo_FE_S27_ JC44_789.1_._FE_S27_
#> "011" "02121"
#> JC44_789.3_FE_S27_ JC44_791.1_T_FE_S27_
#> "013" "023"
#> JC44_792.1_FE_S27_ JC44_793.1_._FE_S27_
#> "012" "0221"
#> JC44_793.3_FE_S27_ JC44_795.1_FE_S27_
#> "032" "011"
#> JC44_796.1_._FE_S27_ JC44_785.2.100_FE_S27_
#> "013" "011"
#> JC44_787.3_T_FE_S27_ JC44_787.2_T_FE_S27_
#> "011" "012"
#> JC44_788.2_FE_S27_ JC44_789.2_FE_S27_
#> "012" "023"
#> JC44_791.3_T_FE_S27_ JC44_791.2_T_FE_S27_
#> "02122" "02122"
#> JC44_792.2_FE_S27_ JC44_793.2_FE_S27_
#> "0223" "0223"
#> JC44_795.3_FE_S27_ JC44_795.2_._FE_S27_
#> "0221" "02122"
#> JC44_796.2_._FE_S27_ JC44_796.3_._FE_S27_
#> "02122" "02122"
#> JC44_798.1.101_FE_S27_ JC44_799.1.101_FE_S27_
#> "013" "013"
#> JC44_800.1_FE_S27_ JC44_801.1.102_FE_S27_
#> "02121" "0213"
#> JC44_802.1.102_FE_S27_ JC44_803.1.102_FE_S27_
#> "02121" "032"
#> JC44_804.1_T_FE_S27_ JC44_804.3_T_FE_S27_
#> "014" "023"
#> JC44_806.1_FE_S27_ JC44_807.1.103_FE_S27_
#> "0223" "023"
#> JC44_808.1.103_FE_S27_ JC44_798.2.101_FE_S27_
#> "02121" "013"
#> JC44_799.2.101_FE_S27_ JC44_800.2_FE_S27_
#> "013" "0222"
#> JC44_801.2.102_FE_S27_ JC44_802.2.102_FE_S27_
#> "012" "013"
#> JC44_803.2.102_FE_S27_ JC44_804.2_T_FE_S27_
#> "013" "0221"
#> JC44_808.3_..103_FE_S27_ JC44_806.2_FE_S27_
#> "02121" "0221"
#> JC44_807.2.103_FE_S27_ JC44_808.2.103_FE_S27_
#> "013" "0223"
#> JC44_808.4.103_FE_S27_ JC44_810.1_T.103_FE_S27_
#> "013" "013"
#> JC44_810.3_T.103_FE_S27_ JC44_812.1.103_FE_S27_
#> "013" "012"
#> JC44_813.1_T.104_FE_S27_ JC44_814.1.104_FE_S27_
#> "011" "011"
#> JC44_815.1.105_FE_S27_ JC44_816.1.105_FE_S27_
#> "012" "012"
#> JC44_817.1_._FE_S27_ JC44_817.3_FE_S27_
#> "011" "012"
#> JC44_819.1_big_FE_S27_ JC44_820.1_FE_S27_
#> "0222" "0213"
#> JC44_808.5.103_FE_S27_ JC44_810.2_T.103_FE_S27_
#> "013" "023"
#> JC44_813.3_T_FE_S27_ JC44_812.2.103_FE_S27_
#> "012" "011"
#> JC44_813.2_T.104_FE_S27_ JC44_814.2.104_FE_S27_
#> "012" "011"
#> JC44_815.2.105_FE_S27_ JC44_816.2.105_FE_S27_
#> "012" "011"
#> JC44_817.2_FE_S27_ JC44_818.2_FE_S27_
#> "0223" "0221"
#> JC44_819.2_FE_S27_ JC44_820.2_FE_S27_
#> "0222" "011"
#> JC45_821.1.106_FE_S30_ JC45_822.1.106_FE_S30_
#> "0213" "023"
#> JC45_823.1.106_FE_S30_ JC45_824.1.106_FE_S30_
#> "012" "013"
#> JC45_825.1_FE_S30_ JC45_826.1.107_FE_S30_
#> "0211" "023"
#> JC45_827.1.107_FE_S30_ JC45_828.1.107_FE_S30_
#> "031" "013"
#> JC45_829.1.107_FE_S30_ JC45_830.1_._big_FE_S30_
#> "013" "02121"
#> JC45_830.5_FE_S30_ JC45_830.3_FE_S30_
#> "014" "012"
#> JC45_821.2.106_FE_S30_ JC45_822.2.106_FE_S30_
#> "013" "0221"
#> JC45_823.2.106_FE_S30_ JC45_824.2.106_FE_S30_
#> "013" "011"
#> JC45_825.2_FE_S30_ JC45_826.2.107_FE_S30_
#> "031" "013"
#> JC45_827.2.107_FE_S30_ JC45_828.2.107_FE_S30_
#> "013" "013"
#> JC45_829.2.107_FE_S30_ JC45_830.2_FE_S30_
#> "034" "023"
#> JC45_830.4_FE_S30_ JC45_835.3_T.108_FE_S30_
#> "023" "013"
#> JC45_833.1_FE_S30_ JC45_834.1.108_FE_S30_
#> "013" "02122"
#> JC45_835.1_T.108_FE_S30_ JC45_836.1.109_FE_S30_
#> "02122" "013"
#> JC45_837.1_T.109_FE_S30_ JC45_837.3_T.109_FE_S30_
#> "034" "034"
#> JC45_839.1.110_FE_S30_ JC45_840.1.110_FE_S30_
#> "011" "013"
#> JC45_841.1_big_FE_S30_ JC45_842.1_FE_S30_
#> "014" "0223"
#> JC45_843.1_FE_S30_ JC45_844.1.111_FE_S30_
#> "012" "013"
#> JC45_833.2_FE_S30_ JC45_834.2.108_FE_S30_
#> "013" "011"
#> JC45_835.2_T.108_FE_S30_ JC45_836.2.109_FE_S30_
#> "011" "0223"
#> JC45_837.2_T.109_FE_S30_ JC45_850.3.112_FE_S30_
#> "013" "013"
#> JC45_839.2.110_FE_S30_ JC45_840.2.110_FE_S30_
#> "013" "013"
#> JC45_841.2_FE_S30_ JC45_842.2_FE_S30_
#> "013" "034"
#> JC45_843.2_FE_S30_ JC45_844.2.111_FE_S30_
#> "032" "032"
#> JC45_845.1.111_FE_S30_ JC45_846.1.111_FE_S30_
#> "034" "013"
#> JC45_847.1_FE_S30_ JC45_848.1_FE_S30_
#> "013" "012"
#> JC45_850.1_..112_FE_S30_ JC45_851.1.112_FE_S30_
#> "013" "011"
#> JC45_852.1.112_FE_S30_ JC45_852.3.112_FE_S30_
#> "013" "013"
#> JC45_854.1.112_FE_S30_ JC45_855.1.112_FE_S30_
#> "013" "014"
#> JC45_856.1_FE_S30_ JC45_845.2.111_FE_S30_
#> "02121" "023"
#> JC45_846.2.111_FE_S30_ JC45_847.2_FE_S30_
#> "011" "023"
#> JC45_848.2_FE_S30_ JC45_849.2_FE_S30_
#> "012" "013"
#> JC45_851.2_ery.112_FE_S30_ JC45_852.2_..112_FE_S30_
#> "011" "013"
#> JC45_856.3_FE_S30_ JC45_855.2.112_FE_S30_
#> "0222" "023"
#> JC45_856.2_._FE_S30_ JC45_857.1_FE_S30_
#> "02121" "013"
#> JC45_858.1_FE_S30_ JC45_860.1_FE_S30_
#> "013" "0222"
#> JC45_861.1_FE_S30_ JC45_862.1_FE_S30_
#> "02121" "011"
#> JC45_863.1_FE_S30_ JC45_864.1_._FE_S30_
#> "0221" "014"
#> JC45_866.1_FE_S30_ JC45_867.1.113_FE_S30_
#> "012" "012"
#> JC45_868.1_big_mega.113_FE_S30_ JC45_857.2_FE_S30_
#> "0211" "013"
#> JC45_858.2_FE_S30_ JC45_853.1_FE_S30_
#> "013" "012"
#> JC45_860.2_FE_S30_ JC45_861.2_FE_S30_
#> "0223" "02122"
#> JC45_853.2_FE_S30_ JC45_863.2_FE_S30_
#> "012" "0221"
#> JC45_867.3.113_FE_S30_ JC45_866.2_FE_S30_
#> "023" "012"
#> JC45_867.2_..113_FE_S30_ JC45_868.2.113_FE_S30_
#> "0222" "023"
#> JC46_869.1.114_FE_S30_ JC46_870.1.114_FE_S30_
#> "02121" "013"
#> JC46_871.1.114_FE_S30_ JC46_872.1.114_FE_S30_
#> "034" "011"
#> JC46_873.1_FE_S30_ JC46_874.1_FE_S30_
#> "034" "013"
#> JC46_875.1_T_emperi_big_FE_S30_ JC46_875.3_T_FE_S30_
#> "02122" "032"
#> JC46_877.1_T_FE_S30_ JC46_878.1_._big.115_FE_S30_
#> "0221" "0222"
#> JC46_878.3.115_FE_S30_ JC46_878.4.115_FE_S30_
#> "012" "013"
#> JC46_869.2.114_FE_S30_ JC46_870.2.114_FE_S30_
#> "014" "023"
#> JC46_871.2.114_FE_S30_ JC46_872.2.114_FE_S30_
#> "02122" "034"
#> JC46_873.2_FE_S30_ JC46_874.2_FE_S30_
#> "013" "02122"
#> JC46_875.2_T_FE_S30_ JC46_877.3_T_FE_S30_
#> "012" "012"
#> JC46_877.2_T_FE_S30_ JC46_878.2.115_FE_S30_
#> "011" "012"
#> JC46_878.5.115_FE_S30_ JC46_878.6.115_FE_S30_
#> "023" "011"
#> JC46_878.7.115_FE_S30_ JC46_882.1.116_FE_S30_
#> "011" "02122"
#> JC46_883.1.116_FE_S30_ JC46_884.1_FE_S30_
#> "023" "012"
#> JC46_885.1_FE_S30_ JC46_886.1.117_FE_S30_
#> "0222" "023"
#> JC46_887.1.117_FE_S30_ JC46_888.1.117_FE_S30_
#> "023" "014"
#> JC46_889.1_FE_S30_ JC46_890.1_FE_S30_
#> "012" "012"
#> JC46_891.1.118_FE_S30_ JC46_892.1_T.118_FE_S30_
#> "011" "013"
#> JC46_878.8.115_FE_S30_ JC46_882.2.116_FE_S30_
#> "013" "0211"
#> JC46_883.2.116_FE_S30_ JC46_884.2_FE_S30_
#> "013" "012"
#> JC46_885.2_FE_S30_ JC46_886.2.117_FE_S30_
#> "012" "02121"
#> JC46_887.2.117_FE_S30_ JC46_888.2.117_FE_S30_
#> "0221" "0211"
#> JC46_889.2_FE_S30_ JC46_890.2_FE_S30_
#> "0211" "012"
#> JC46_891.2.118_FE_S30_ JC46_892.2_T.118_FE_S30_
#> "023" "013"
#> JC46_892.3_T.118_FE_S30_ JC46_894.1.118_FE_S30_
#> "034" "034"
#> JC46_895.1.118_FE_S30_ JC46_896.1.118_FE_S30_
#> "034" "013"
#> JC46_897.1_emperi_big.118_FE_S30_ JC46_898.1_FE_S30_
#> "0213" "013"
#> JC46_899.1_FE_S30_ JC46_900.1.119_FE_S30_
#> "0222" "012"
#> JC46_901.1.119_FE_S30_ JC46_902.1_FE_S30_
#> "012" "023"
#> JC46_903.1.120_FE_S30_ JC46_904.1.120_FE_S30_
#> "023" "014"
#> JC46_895.3_..118_FE_S30_ JC46_894.2.118_FE_S30_
#> "023" "013"
#> JC46_895.2.118_FE_S30_ JC46_896.2.118_FE_S30_
#> "013" "0213"
#> JC46_897.2.118_FE_S30_ JC46_898.2_FE_S30_
#> "034" "013"
#> JC46_899.2_FE_S30_ JC46_900.2.119_FE_S30_
#> "0213" "012"
#> JC46_901.2.119_FE_S30_ JC46_902.2_FE_S30_
#> "012" "023"
#> JC46_903.2.120_FE_S30_ JC46_904.2.120_FE_S30_
#> "023" "0221"
#> JC46_905.1.120_FE_S30_ JC46_906.1.120_FE_S30_
#> "014" "013"
#> JC46_906.3.120_FE_S30_ JC46_908.1_T_FE_S30_
#> "023" "011"
#> JC46_909.1.121_FE_S30_ JC46_910.1.121_FE_S30_
#> "02121" "02121"
#> JC46_911.1.121_FE_S30_ JC46_912.3_..121_FE_S30_
#> "02122" "023"
#> JC46_913.1_FE_S30_ JC46_914.1_FE_S30_
#> "012" "013"
#> JC46_915.1_FE_S30_ JC46_916.1_FE_S30_
#> "012" "012"
#> JC46_905.2.120_FE_S30_ JC46_906.2_..120_FE_S30_
#> "034" "011"
#> JC46_908.3_T_FE_S30_ JC46_908.2_T_FE_S30_
#> "012" "011"
#> JC46_909.2.121_FE_S30_ JC46_910.2.121_FE_S30_
#> "02121" "012"
#> JC46_911.2.121_FE_S30_ JC46_912.4.121_FE_S30_
#> "023" "0213"
#> JC46_913.2_FE_S30_ JC46_914.2_FE_S30_
#> "012" "02121"
#> JC46_915.2_FE_S30_ JC46_916.2_FE_S30_
#> "012" "032"
#> JC48P4_917_HSC_FE_S8_ JC48P4_918_HSC_FE_S8_
#> "031" "031"
#> JC48P4_919_HSC_FE_S8_ JC48P4_920_HSC_FE_S8_
#> "033" "033"
#> JC48P4_921_HSC_FE_S8_ JC48P4_922_HSC_FE_S8_
#> "031" "031"
#> JC48P4_923_HSC_FE_S8_ JC48P4_924_HSC_FE_S8_
#> "031" "031"
#> JC48P4_925_HSC_FE_S8_ JC48P4_926_HSC_FE_S8_
#> "033" "031"
#> JC48P4_927_HSC_FE_S8_ JC48P4_928_HSC_FE_S8_
#> "031" "031"
#> JC48P4_929_HSC_FE_S8_ JC48P4_930_HSC_FE_S8_
#> "033" "031"
#> JC48P4_931_HSC_FE_S8_ JC48P4_932_HSC_FE_S8_
#> "033" "031"
#> JC48P4_933_HSC_FE_S8_ JC48P4_934_HSC_FE_S8_
#> "031" "033"
#> JC48P4_935_HSC_FE_S8_ JC48P4_936_HSC_FE_S8_
#> "031" "031"
#> JC48P4_937_HSC_FE_S8_ JC48P4_938_HSC_FE_S8_
#> "031" "014"
#> JC48P4_939_HSC_FE_S8_ JC48P4_940_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_941_HSC_FE_S8_ JC48P4_942_HSC_FE_S8_
#> "031" "031"
#> JC48P4_943_HSC_FE_S8_ JC48P4_944_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_945_HSC_FE_S8_ JC48P4_946_HSC_FE_S8_
#> "031" "031"
#> JC48P4_947_HSC_FE_S8_ JC48P4_948_HSC_FE_S8_
#> "031" "031"
#> JC48P4_949_HSC_FE_S8_ JC48P4_950_HSC_FE_S8_
#> "033" "031"
#> JC48P4_951_HSC_FE_S8_ JC48P4_952_HSC_FE_S8_
#> "031" "033"
#> JC48P4_953_HSC_FE_S8_ JC48P4_954_HSC_FE_S8_
#> "031" "031"
#> JC48P4_955_HSC_FE_S8_ JC48P4_956_HSC_FE_S8_
#> "031" "031"
#> JC48P4_957_HSC_FE_S8_ JC48P4_958_HSC_FE_S8_
#> "031" "031"
#> JC48P4_959_HSC_FE_S8_ JC48P4_960_HSC_FE_S8_
#> "031" "031"
#> JC48P4_961_HSC_FE_S8_ JC48P4_962_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_963_HSC_FE_S8_ JC48P4_964_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_965_HSC_FE_S8_ JC48P4_966_HSC_FE_S8_
#> "031" "033"
#> JC48P4_967_HSC_FE_S8_ JC48P4_968_HSC_FE_S8_
#> "031" "031"
#> JC48P4_969_HSC_FE_S8_ JC48P4_970_HSC_FE_S8_
#> "0211" "031"
#> JC48P4_971_HSC_FE_S8_ JC48P4_972_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_973_HSC_FE_S8_ JC48P4_974_HSC_FE_S8_
#> "031" "031"
#> JC48P4_975_HSC_FE_S8_ JC48P4_976_HSC_FE_S8_
#> "031" "031"
#> JC48P4_977_HSC_FE_S8_ JC48P4_978_HSC_FE_S8_
#> "0213" "031"
#> JC48P4_979_HSC_FE_S8_ JC48P4_980_HSC_FE_S8_
#> "031" "031"
#> JC48P4_981_HSC_FE_S8_ JC48P4_982_HSC_FE_S8_
#> "0211" "031"
#> JC48P4_983_HSC_FE_S8_ JC48P4_984_HSC_FE_S8_
#> "031" "033"
#> JC48P4_985_HSC_FE_S8_ JC48P4_986_HSC_FE_S8_
#> "031" "0213"
#> JC48P4_987_HSC_FE_S8_ JC48P4_988_HSC_FE_S8_
#> "031" "031"
#> JC48P4_989_HSC_FE_S8_ JC48P4_990_HSC_FE_S8_
#> "031" "031"
#> JC48P4_991_HSC_FE_S8_ JC48P4_992_HSC_FE_S8_
#> "031" "031"
#> JC48P4_993_HSC_FE_S8_ JC48P4_994_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_995_HSC_FE_S8_ JC48P4_996_HSC_FE_S8_
#> "031" "031"
#> JC48P4_997_HSC_FE_S8_ JC48P4_998_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_999_HSC_FE_S8_ JC48P4_1000_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_1001_HSC_FE_S8_ JC48P4_1002_HSC_FE_S8_
#> "031" "014"
#> JC48P4_1004_HSC_FE_S8_ JC48P4_1005_HSC_FE_S8_
#> "031" "031"
#> JC48P4_1006_HSC_FE_S8_ JC48P4_1007_HSC_FE_S8_
#> "033" "031"
#> JC48P4_1008_HSC_FE_S8_ JC48P4_1009_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_1010_HSC_FE_S8_ JC48P4_1011_HSC_FE_S8_
#> "0211" "031"
#> JC48P4_1012_HSC_FE_S8_ JC48P7_1013_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1014_HSC_FE_S8_ JC48P7_1015_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1016_HSC_FE_S8_ JC48P7_1017_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1018_HSC_FE_S8_ JC48P7_1019_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1020_HSC_FE_S8_ JC48P7_1022_HSC_FE_S8_
#> "0222" "033"
#> JC48P7_1023_HSC_FE_S8_ JC48P7_1024_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1025_HSC_FE_S8_ JC48P7_1026_HSC_FE_S8_
#> "033" "014"
#> JC48P7_1027_HSC_FE_S8_ JC48P7_1028_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1029_HSC_FE_S8_ JC48P7_1030_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1031_HSC_FE_S8_ JC48P7_1032_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1033_HSC_FE_S8_ JC48P7_1034_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1035_HSC_FE_S8_ JC48P7_1036_HSC_FE_S8_
#> "033" "014"
#> JC48P7_1037_HSC_FE_S8_ JC48P7_1038_HSC_FE_S8_
#> "033" "0211"
#> JC48P7_1039_HSC_FE_S8_ JC48P7_1040_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1041_HSC_FE_S8_ JC48P7_1042_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1043_HSC_FE_S8_ JC48P7_1044_HSC_FE_S8_
#> "014" "033"
#> JC48P7_1045_HSC_FE_S8_ JC48P7_1046_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1047_HSC_FE_S8_ JC48P7_1048_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1049_HSC_FE_S8_ JC48P7_1050_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1051_HSC_FE_S8_ JC48P7_1052_HSC_FE_S8_
#> "0211" "033"
#> JC48P7_1053_HSC_FE_S8_ JC48P7_1054_HSC_FE_S8_
#> "031" "0211"
#> JC48P7_1055_HSC_FE_S8_ JC48P7_1056_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1057_HSC_FE_S8_ JC48P7_1058_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1059_HSC_FE_S8_ JC48P7_1060_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1061_HSC_FE_S8_ JC48P7_1062_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1063_HSC_FE_S8_ JC48P7_1064_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1065_HSC_FE_S8_ JC48P7_1066_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1067_HSC_FE_S8_ JC48P7_1068_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1070_HSC_FE_S8_ JC48P7_1071_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1072_HSC_FE_S8_ JC48P7_1073_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1074_HSC_FE_S8_ JC48P7_1075_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1076_HSC_FE_S8_ JC48P7_1077_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1078_HSC_FE_S8_ JC48P7_1079_HSC_FE_S8_
#> "011" "033"
#> JC48P7_1080_HSC_FE_S8_ JC48P7_1081_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1082_HSC_FE_S8_ JC48P7_1083_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1084_HSC_FE_S8_ JC48P7_1085_HSC_FE_S8_
#> "0211" "011"
#> JC48P7_1086_HSC_FE_S8_ JC48P7_1087_HSC_FE_S8_
#> "023" "031"
#> JC48P7_1088_HSC_FE_S8_ JC48P7_1089_HSC_FE_S8_
#> "031" "0213"
#> JC48P7_1090_HSC_FE_S8_ JC48P7_1091_HSC_FE_S8_
#> "031" "0211"
#> JC48P7_1092_HSC_FE_S8_ JC48P7_1093_HSC_FE_S8_
#> "0211" "0211"
#> JC48P7_1094_HSC_FE_S8_ JC48P7_1095_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1096_HSC_FE_S8_ JC48P7_1097_HSC_FE_S8_
#> "014" "033"
#> JC48P7_1098_HSC_FE_S8_ JC48P7_1099_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1100_HSC_FE_S8_ JC48P7_1101_HSC_FE_S8_
#> "0211" "031"
#> JC48P7_1102_HSC_FE_S8_ JC48P7_1103_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1104_HSC_FE_S8_ JC48P7_1105_HSC_FE_S8_
#> "0211" "031"
#> JC48P7_1106_HSC_FE_S8_ JC48P7_1107_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1108_HSC_FE_S8_ JC48P6_1109_HSC_FE_S8_
#> "0211" "031"
#> JC48P6_1110_HSC_FE_S8_ JC48P6_1111_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1112_HSC_FE_S8_ JC48P6_1113_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1114_HSC_FE_S8_ JC48P6_1115_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1116_HSC_FE_S8_ JC48P6_1117_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1118_HSC_FE_S8_ JC48P6_1119_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1120_HSC_FE_S8_ JC48P6_1121_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1122_HSC_FE_S8_ JC48P6_1123_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1124_HSC_FE_S8_ JC48P6_1125_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1126_HSC_FE_S8_ JC48P6_1127_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1128_HSC_FE_S8_ JC48P6_1129_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1130_HSC_FE_S8_ JC48P6_1131_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1132_HSC_FE_S8_ JC48P6_1133_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1134_HSC_FE_S8_ JC48P6_1135_HSC_FE_S8_
#> "033" "023"
#> JC48P6_1136_HSC_FE_S8_ JC48P6_1137_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1138_HSC_FE_S8_ JC48P6_1139_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1140_HSC_FE_S8_ JC48P6_1141_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1142_HSC_FE_S8_ JC48P6_1143_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1144_HSC_FE_S8_ JC48P6_1145_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1146_HSC_FE_S8_ JC48P6_1147_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1148_HSC_FE_S8_ JC48P6_1149_HSC_FE_S8_
#> "023" "033"
#> JC48P6_1150_HSC_FE_S8_ JC48P6_1151_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1152_HSC_FE_S8_ JC48P6_1153_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1154_HSC_FE_S8_ JC48P6_1155_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1156_HSC_FE_S8_ JC48P6_1157_HSC_FE_S8_
#> "023" "031"
#> JC48P6_1158_HSC_FE_S8_ JC48P6_1159_HSC_FE_S8_
#> "033" "0211"
#> JC48P6_1160_HSC_FE_S8_ JC48P6_1161_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1162_HSC_FE_S8_ JC48P6_1163_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1164_HSC_FE_S8_ JC48P6_1165_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1166_HSC_FE_S8_ JC48P6_1167_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1168_HSC_FE_S8_ JC48P6_1169_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1170_HSC_FE_S8_ JC48P6_1171_HSC_FE_S8_
#> "023" "031"
#> JC48P6_1172_HSC_FE_S8_ JC48P6_1173_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1174_HSC_FE_S8_ JC48P6_1175_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1176_HSC_FE_S8_ JC48P6_1177_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1178_HSC_FE_S8_ JC48P6_1179_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1180_HSC_FE_S8_ JC48P6_1181_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1182_HSC_FE_S8_ JC48P6_1183_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1184_HSC_FE_S8_ JC48P6_1185_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1186_HSC_FE_S8_ JC48P6_1187_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1188_HSC_FE_S8_ JC48P6_1189_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1190_HSC_FE_S8_ JC48P6_1191_HSC_FE_S8_
#> "014" "031"
#> JC48P6_1192_HSC_FE_S8_ JC48P6_1193_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1194_HSC_FE_S8_ JC48P6_1195_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1196_HSC_FE_S8_ JC48P6_1197_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1198_HSC_FE_S8_ JC48P6_1199_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1200_HSC_FE_S8_ JC48P6_1201_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1202_HSC_FE_S8_ JC48P6_1203_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1204_HSC_FE_S8_
#> "031"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 805))
#> JC4_349_HSC_FE_S13_ JC4_350_HSC_FE_S13_
#> "011" "011"
#> JC4_351_HSC_FE_S13_ JC4_352_HSC_FE_S13_
#> "011" "011"
#> JC4_353_HSC_FE_S13_ JC4_354_HSC_FE_S13_
#> "011" "011"
#> JC4_355_HSC_FE_S13_ JC4_356_HSC_FE_S13_
#> "011" "011"
#> JC4_357_HSC_FE_S13_ JC4_358_HSC_FE_S13_
#> "011" "011"
#> JC4_359_HSC_FE_S13_ JC4_360_HSC_FE_S13_
#> "011" "033"
#> JC4_361_HSC_FE_S13_ JC4_362_HSC_FE_S13_
#> "011" "011"
#> JC4_363_HSC_FE_S13_ JC4_364_HSC_FE_S13_
#> "033" "011"
#> JC4_365_HSC_FE_S13_ JC4_366_HSC_FE_S13_
#> "011" "014"
#> JC4_368_HSC_FE_S13_ JC4_369_HSC_FE_S13_
#> "011" "011"
#> JC4_371_HSC_FE_S13_ JC4_372_HSC_FE_S13_
#> "011" "011"
#> JC4_373_HSC_FE_S13_ JC4_374_HSC_FE_S13_
#> "014" "011"
#> JC4_375_HSC_FE_S13_ JC4_376_HSC_FE_S13_
#> "011" "011"
#> JC4_377_HSC_FE_S13_ JC4_378_HSC_FE_S13_
#> "011" "011"
#> JC4_379_HSC_FE_S13_ JC4_380_HSC_FE_S13_
#> "011" "011"
#> JC4_382_HSC_FE_S13_ JC4_383_HSC_FE_S13_
#> "011" "011"
#> JC4_384_HSC_FE_S13_ JC4_385_HSC_FE_S13_
#> "033" "011"
#> JC4_386_HSC_FE_S13_ JC4_387_HSC_FE_S13_
#> "011" "011"
#> JC4_388_HSC_FE_S13_ JC4_389_HSC_FE_S13_
#> "011" "011"
#> JC4_390_HSC_FE_S13_ JC4_391_HSC_FE_S13_
#> "011" "011"
#> JC4_392_HSC_FE_S13_ JC4_393_HSC_FE_S13_
#> "011" "011"
#> JC4_394_HSC_FE_S13_ JC4_395_HSC_FE_S13_
#> "011" "011"
#> JC4_397_HSC_FE_S13_ JC4_398_HSC_FE_S13_
#> "014" "011"
#> JC4_399_HSC_FE_S13_ JC4_400_HSC_FE_S13_
#> "014" "031"
#> JC4_401_HSC_FE_S13_ JC4_402_HSC_FE_S13_
#> "011" "011"
#> JC4_403_HSC_FE_S13_ JC4_404_HSC_FE_S13_
#> "011" "011"
#> JC4_405_HSC_FE_S13_ JC4_406_HSC_FE_S13_
#> "011" "011"
#> JC4_407_HSC_FE_S13_ JC4_408_HSC_FE_S13_
#> "011" "011"
#> JC4_409_HSC_FE_S13_ JC4_410_HSC_FE_S13_
#> "011" "011"
#> JC4_411_HSC_FE_S13_ JC4_412_HSC_FE_S13_
#> "011" "011"
#> JC4_413_HSC_FE_S13_ JC4_414_HSC_FE_S13_
#> "011" "011"
#> JC4_415_HSC_FE_S13_ JC4_416_HSC_FE_S13_
#> "011" "011"
#> JC4_417_HSC_FE_S13_ JC4_418_HSC_FE_S13_
#> "011" "011"
#> JC4_419_HSC_FE_S13_ JC4_420_HSC_FE_S13_
#> "011" "011"
#> JC4_421_HSC_FE_S13_ JC4_422_HSC_FE_S13_
#> "011" "011"
#> JC4_423_HSC_FE_S13_ JC4_424_HSC_FE_S13_
#> "011" "011"
#> JC4_425_HSC_FE_S13_ JC4_426_HSC_FE_S13_
#> "011" "011"
#> JC4_427_HSC_FE_S13_ JC4_428_HSC_FE_S13_
#> "011" "011"
#> JC4_429_HSC_FE_S13_ JC4_430_HSC_FE_S13_
#> "011" "011"
#> JC4_431_HSC_FE_S13_ JC4_432_HSC_FE_S13_
#> "011" "011"
#> JC4_433_HSC_FE_S13_ JC4_434_HSC_FE_S13_
#> "011" "011"
#> JC4_435_HSC_FE_S13_ JC4_436_HSC_FE_S13_
#> "011" "011"
#> JC20_1.1_FE_S25_ JC20_2.1_FE_S25_
#> "011" "011"
#> JC20_3.1_FE_S25_ JC20_4.1_FE_S25_
#> "011" "011"
#> JC20_5.1_FE_S25_ JC20_6.1_FE_S25_
#> "011" "011"
#> JC20_7.1_FE_S25_ JC20_8.1_FE_S25_
#> "011" "011"
#> JC20_9.1_FE_S25_ JC20_10.1_FE_S25_
#> "011" "011"
#> JC20_11.1_FE_S25_ JC20_12.1_FE_S25_
#> "011" "011"
#> JC20_1.2_FE_S25_ JC20_2.2_FE_S25_
#> "011" "011"
#> JC20_3.2_FE_S25_ JC20_4.2_FE_S25_
#> "011" "011"
#> JC20_5.2_FE_S25_ JC20_6.2_FE_S25_
#> "032" "011"
#> JC20_7.2_FE_S25_ JC20_8.2_FE_S25_
#> "011" "011"
#> JC20_9.2_FE_S25_ JC20_10.2_FE_S25_
#> "011" "011"
#> JC20_11.2_FE_S25_ JC20_12.2_FE_S25_
#> "011" "011"
#> JC20_13.1_FE_S25_ JC20_14.1_FE_S25_
#> "011" "011"
#> JC20_15.1_FE_S25_ JC20_16.1_FE_S25_
#> "011" "011"
#> JC20_17.1_FE_S25_ JC20_18.1_FE_S25_
#> "011" "014"
#> JC20_19.1_FE_S25_ JC20_20.1_FE_S25_
#> "011" "011"
#> JC20_21.1_FE_S25_ JC20_22.1_FE_S25_
#> "011" "011"
#> JC20_23.1_FE_S25_ JC20_24.1_FE_S25_
#> "012" "011"
#> JC20_13.2_FE_S25_ JC20_14.2_FE_S25_
#> "011" "011"
#> JC20_15.2_FE_S25_ JC20_16.2_FE_S25_
#> "011" "011"
#> JC20_17.2_FE_S25_ JC20_18.2_FE_S25_
#> "011" "011"
#> JC20_19.2_FE_S25_ JC20_20.2_FE_S25_
#> "011" "012"
#> JC20_21.2_FE_S25_ JC20_22.2_big_FE_S25_
#> "011" "011"
#> JC20_23.2_FE_S25_ JC20_24.2_FE_S25_
#> "011" "011"
#> JC20_25.1_FE_S25_ JC20_26.1_FE_S25_
#> "011" "012"
#> JC20_27.1_FE_S25_ JC20_29.1_FE_S25_
#> "011" "0211"
#> JC20_33.1_FE_S25_ JC20_34.1_FE_S25_
#> "011" "011"
#> JC20_36.1_FE_S25_ JC20_25.2_FE_S25_
#> "011" "011"
#> JC20_26.2_FE_S25_ JC20_27.2_FE_S25_
#> "011" "011"
#> JC20_28.2_FE_S25_ JC20_29.2_FE_S25_
#> "011" "011"
#> JC20_30.2_FE_S25_ JC20_31.2_FE_S25_
#> "011" "011"
#> JC20_33.2_FE_S25_ JC20_34.2_FE_S25_
#> "011" "011"
#> JC20_35.2_FE_S25_ JC20_36.2_FE_S25_
#> "011" "011"
#> JC20_37.1_FE_S25_ JC20_39.1_FE_S25_
#> "011" "011"
#> JC20_41.1_FE_S25_ JC20_42.1.1_FE_S25_
#> "011" "011"
#> JC20_43.1.1_FE_S25_ JC20_44.1.1_FE_S25_
#> "011" "011"
#> JC20_45.1.2_FE_S25_ JC20_46.1.2_FE_S25_
#> "011" "011"
#> JC20_48.1.2_FE_S25_ JC20_37.2_FE_S25_
#> "013" "011"
#> JC20_38.2_FE_S25_ JC20_39.2_FE_S25_
#> "011" "011"
#> JC20_40.2_FE_S25_ JC20_41.2_FE_S25_
#> "011" "011"
#> JC20_42.2.1_FE_S25_ JC20_43.2.1_FE_S25_
#> "013" "014"
#> JC20_44.2.1_FE_S25_ JC20_45.2.2_FE_S25_
#> "011" "011"
#> JC20_46.2.2_FE_S25_ JC20_47.2.2_FE_S25_
#> "014" "034"
#> JC20_48.2.2_FE_S25_ JC21_49.1_FE_S25_
#> "011" "011"
#> JC21_50.1_FE_S25_ JC21_51.1_FE_S25_
#> "012" "0221"
#> JC21_52.1_FE_S25_ JC21_53.1_FE_S25_
#> "011" "012"
#> JC21_54.1_FE_S25_ JC21_55.1_FE_S25_
#> "011" "012"
#> JC21_56.1_FE_S25_ JC21_57.1_FE_S25_
#> "014" "011"
#> JC21_58.1_FE_S25_ JC21_59.1_FE_S25_
#> "011" "011"
#> JC21_60.1_FE_S25_ JC21_49.2_FE_S25_
#> "011" "012"
#> JC21_50.2_FE_S25_ JC21_51.2_FE_S25_
#> "011" "0221"
#> JC21_52.2_FE_S25_ JC21_53.2_FE_S25_
#> "011" "012"
#> JC21_54.2_FE_S25_ JC21_55.2_FE_S25_
#> "011" "012"
#> JC21_56.2_FE_S25_ JC21_57.2_FE_S25_
#> "0211" "012"
#> JC21_58.2_FE_S25_ JC21_59.2_FE_S25_
#> "011" "012"
#> JC21_60.2_FE_S25_ JC21_61.1_FE_S25_
#> "0222" "012"
#> JC21_62.1_FE_S25_ JC21_63.1_FE_S25_
#> "012" "014"
#> JC21_64.1_FE_S25_ JC21_65.1_FE_S25_
#> "014" "011"
#> JC21_66.1_FE_S25_ JC21_67.1_FE_S25_
#> "011" "011"
#> JC21_68.1_FE_S25_ JC21_69.1_FE_S25_
#> "011" "034"
#> JC21_70.1_FE_S25_ JC21_71.1_FE_S25_
#> "011" "014"
#> JC21_72.1_FE_S25_ JC21_61.2_FE_S25_
#> "011" "012"
#> JC21_62.2_FE_S25_ JC21_63.2_FE_S25_
#> "012" "011"
#> JC21_64.2_FE_S25_ JC21_65.2_FE_S25_
#> "012" "012"
#> JC21_66.2_FE_S25_ JC21_67.2_FE_S25_
#> "023" "032"
#> JC21_68.2_FE_S25_ JC21_69.2_FE_S25_
#> "032" "011"
#> JC21_70.2_FE_S25_ JC21_71.2_FE_S25_
#> "011" "011"
#> JC21_72.2_FE_S25_ JC21_73.1_FE_S25_
#> "011" "011"
#> JC21_74.1_FE_S25_ JC21_75.1_FE_S25_
#> "014" "011"
#> JC21_76.1_FE_S25_ JC21_77.1_FE_S25_
#> "0223" "011"
#> JC21_78.1_FE_S25_ JC21_79.1_FE_S25_
#> "014" "011"
#> JC21_80.1_FE_S25_ JC21_81.1_FE_S25_
#> "011" "013"
#> JC21_82.1_FE_S25_ JC21_83.1_FE_S25_
#> "011" "032"
#> JC21_84.1_FE_S25_ JC21_73.2_FE_S25_
#> "0211" "014"
#> JC21_74.2_FE_S25_ JC21_75.2_FE_S25_
#> "012" "011"
#> JC21_76.2_FE_S25_ JC21_77.2_FE_S25_
#> "0222" "011"
#> JC21_78.2_FE_S25_ JC21_79.2_FE_S25_
#> "011" "011"
#> JC21_80.2_FE_S25_ JC21_81.2_FE_S25_
#> "032" "011"
#> JC21_82.2_FE_S25_ JC21_83.2_FE_S25_
#> "011" "011"
#> JC21_84.2_FE_S25_ JC21_85.1_FE_S25_
#> "011" "011"
#> JC21_86.1_FE_S25_ JC21_87.1_FE_S25_
#> "011" "011"
#> JC21_88.1_FE_S25_ JC21_89.1_FE_S25_
#> "011" "011"
#> JC21_90.1_FE_S25_ JC21_91.1_FE_S25_
#> "011" "011"
#> JC21_92.1_FE_S25_ JC21_93.1_FE_S25_
#> "011" "011"
#> JC21_94.1_FE_S25_ JC21_95.1_FE_S25_
#> "011" "011"
#> JC21_96.1_FE_S25_ JC21_85.2_FE_S25_
#> "011" "012"
#> JC21_86.2_FE_S25_ JC21_87.2_FE_S25_
#> "011" "011"
#> JC21_88.2_FE_S25_ JC21_89.2_FE_S25_
#> "011" "011"
#> JC21_90.2_FE_S25_ JC21_91.2_FE_S25_
#> "011" "011"
#> JC21_92.2_FE_S25_ JC21_93.2_FE_S25_
#> "011" "011"
#> JC21_94.2_FE_S25_ JC21_95.2_FE_S25_
#> "011" "011"
#> JC21_96.2_FE_S25_ JC26_98.1_S32_
#> "011" "011"
#> JC26_99.1_S32_ JC26_100.1_W_S32_
#> "032" "0212"
#> JC26_101.1_S32_ JC26_102.1_S32_
#> "032" "011"
#> JC26_103.1_S32_ JC26_104.1_S32_
#> "013" "013"
#> JC26_106.1.3_S32_ JC26_108.1.3_S32_
#> "012" "011"
#> JC26_146_S32_ JC26_98.2_S32_
#> "032" "011"
#> JC26_99.2_S32_ JC26_100.2_W_S32_
#> "0211" "0223"
#> JC26_101.2_S32_ JC26_102.2_S32_
#> "011" "013"
#> JC26_103.2_S32_ JC26_104.2_S32_
#> "014" "0222"
#> JC26_105.2.3_S32_ JC26_106.2.3_S32_
#> "012" "011"
#> JC26_107.2.3_S32_ JC26_108.2.3_S32_
#> "011" "012"
#> JC26_109.1.3_S32_ JC26_110.1.4_S32_
#> "014" "011"
#> JC26_111.1.4_S32_ JC26_112.1.4_S32_
#> "011" "013"
#> JC26_113.1.4_S32_ JC26_114.1_S32_
#> "012" "032"
#> JC26_115.1.5_S32_ JC26_116.1.5_S32_
#> "014" "032"
#> JC26_117.1.5_S32_ JC26_118.1_S32_
#> "011" "034"
#> JC26_119.1_W.6_S32_ JC26_120.1.6_S32_
#> "013" "014"
#> JC26_109.2.3_S32_ JC26_110.2.4_S32_
#> "032" "011"
#> JC26_111.2.4_S32_ JC26_112.2.4_S32_
#> "0223" "013"
#> JC26_113.2.4_S32_ JC26_114.2_S32_
#> "014" "011"
#> JC26_115.2.5_S32_ JC26_116.2.5_S32_
#> "014" "0221"
#> JC26_117.2.5_S32_ JC26_118.2_S32_
#> "011" "011"
#> JC26_119.2_W.6_S32_ JC26_120.2.6_S32_
#> "034" "011"
#> JC26_121.1.6_S32_ JC26_122.1.6_S32_
#> "0221" "011"
#> JC26_123.1.6_S32_ JC26_125.1.6_S32_
#> "011" "023"
#> JC26_127.1_S32_ JC26_128.1.7_S32_
#> "032" "0222"
#> JC26_129.1_W.7_S32_ JC26_130.1.7_S32_
#> "011" "0222"
#> JC26_131.1.7_S32_ JC26_132.1.7_S32_
#> "0211" "023"
#> JC26_121.2.6_S32_ JC26_122.2.6_S32_
#> "032" "032"
#> JC26_123.2.6_S32_ JC26_124.2.6_S32_
#> "032" "014"
#> JC26_125.2.6_S32_ JC26_126.2_S32_
#> "014" "011"
#> JC26_127.2_S32_ JC26_128.2.7_S32_
#> "013" "0223"
#> JC26_129.2_W.7_S32_ JC26_130.2.7_S32_
#> "011" "011"
#> JC26_131.2.7_S32_ JC26_132.2.7_S32_
#> "011" "011"
#> JC26_135.1.7_S32_ JC26_136.1.7_S32_
#> "014" "014"
#> JC26_137.1.8_S32_ JC26_147.8_S32_
#> "011" "011"
#> JC26_139.1.8_S32_ JC26_140.1.8_S32_
#> "011" "014"
#> JC26_141.1_S32_ JC26_142.1_S32_
#> "011" "011"
#> JC26_143.1_W_S32_ JC26_144.1_S32_
#> "0221" "011"
#> JC26_134.2.7_S32_ JC26_135.2.7_S32_
#> "011" "013"
#> JC26_136.2.7_S32_ JC26_137.2.8_S32_
#> "013" "012"
#> JC26_140.2.8_S32_ JC26_141.2_S32_
#> "011" "011"
#> JC26_143.2_W_S32_ JC26_144.2_S32_
#> "011" "011"
#> JC27_149.1_W.9_MA_S33_ JC27_151.1.9_MA_S33_
#> "011" "011"
#> JC27_152.1.9_MA_S33_ JC27_153.1.9_MA_S33_
#> "011" "011"
#> JC27_154.1.9_MA_S33_ JC27_155.1.9_MA_S33_
#> "011" "011"
#> JC27_156.1.9_MA_S33_ JC27_157.1_MA_S33_
#> "011" "0212"
#> JC27_158.1_MA_S33_ JC27_159.1_MA_S33_
#> "011" "011"
#> JC27_160.1_MA_S33_ JC27_149.2_W.9_MA_S33_
#> "011" "0213"
#> JC27_150.2.9_MA_S33_ JC27_151.2_big.9_MA_S33_
#> "011" "014"
#> JC27_152.2.9_MA_S33_ JC27_153.2.9_MA_S33_
#> "014" "032"
#> JC27_154.2.9_MA_S33_ JC27_155.2.9_MA_S33_
#> "011" "011"
#> JC27_156.2.9_MA_S33_ JC27_157.2_MA_S33_
#> "013" "011"
#> JC27_158.2_MA_S33_ JC27_159.2_MA_S33_
#> "011" "0222"
#> JC27_160.2_MA_S33_ JC27_162.1_MA_S33_
#> "0222" "014"
#> JC27_163.1_MA_S33_ JC27_164.1_MA_S33_
#> "012" "0211"
#> JC27_165.1_MA_S33_ JC27_166.1_MA_S33_
#> "012" "012"
#> JC27_167.1_MA_S33_ JC27_168.1_MA_S33_
#> "011" "0223"
#> JC27_169.1_MA_S33_ JC27_170.1_MA_S33_
#> "012" "0221"
#> JC27_171.1_MA_S33_ JC27_172.1_MA_S33_
#> "014" "0222"
#> JC27_161.2_MA_S33_ JC27_162.2_MA_S33_
#> "0223" "011"
#> JC27_163.2_MA_S33_ JC27_164.2_MA_S33_
#> "0221" "034"
#> JC27_165.2_MA_S33_ JC27_166.2_MA_S33_
#> "014" "013"
#> JC27_167.2_MA_S33_ JC27_168.2_MA_S33_
#> "013" "0212"
#> JC27_169.2_MA_S33_ JC27_170.2_MA_S33_
#> "0222" "012"
#> JC27_172.2_MA_S33_ JC27_173.1_MA_S33_
#> "0223" "013"
#> JC27_174.1_MA_S33_ JC27_175.1_MA_S33_
#> "013" "0221"
#> JC27_177.1_big_MA_S33_ JC27_178.1_MA_S33_
#> "011" "0221"
#> JC27_180.1_W_MA_S33_ JC27_181.1_MA_S33_
#> "011" "012"
#> JC27_182.1_W_MA_S33_ JC27_183.1_MA_S33_
#> "014" "0223"
#> JC27_184.1_MA_S33_ JC27_173.2_big_MA_S33_
#> "0212" "011"
#> JC27_174.2_MA_S33_ JC27_175.2_MA_S33_
#> "023" "013"
#> JC27_176.2_W_MA_S33_ JC27_177.2_MA_S33_
#> "012" "011"
#> JC27_178.2_MA_S33_ JC27_179.2_MA_S33_
#> "011" "011"
#> JC27_180.2_W_MA_S33_ JC27_181.2_big_MA_S33_
#> "014" "011"
#> JC27_182.2_W_MA_S33_ JC27_183.2_MA_S33_
#> "011" "011"
#> JC27_184.2_MA_S33_ JC27_185.1_MA_S33_
#> "012" "0221"
#> JC27_186.1_MA_S33_ JC27_187.1_MA_S33_
#> "011" "014"
#> JC27_188.1_MA_S33_ JC27_189.1_MA_S33_
#> "011" "014"
#> JC27_190.1_MA_S33_ JC27_191.1_MA_S33_
#> "011" "014"
#> JC27_192.1_W_MA_S33_ JC27_193.1_._big_MA_S33_
#> "0213" "014"
#> JC27_193.3_MA_S33_ JC27_195.1_MA_S33_
#> "011" "0212"
#> JC27_196.1_MA_S33_ JC27_185.2_MA_S33_
#> "0211" "011"
#> JC27_186.2_MA_S33_ JC27_187.2_MA_S33_
#> "011" "0212"
#> JC27_188.2_MA_S33_ JC27_189.2_MA_S33_
#> "0211" "011"
#> JC27_190.2_MA_S33_ JC27_191.2_MA_S33_
#> "013" "014"
#> JC27_192.2_W_MA_S33_ JC27_193.2_MA_S33_
#> "011" "011"
#> JC27_193.4_MA_S33_ JC27_195.2_MA_S33_
#> "013" "011"
#> JC27_196.2_MA_S33_ JC28_197.1_FE_S33_
#> "011" "014"
#> JC28_198.1_FE_S33_ JC28_200.1.23_FE_S33_
#> "011" "011"
#> JC28_201.1.23_FE_S33_ JC28_202.1_FE_S33_
#> "011" "011"
#> JC28_203.1_FE_S33_ JC28_205.1_FE_S33_
#> "011" "011"
#> JC28_206.1_FE_S33_ JC28_207.1_FE_S33_
#> "011" "011"
#> JC28_208.1_FE_S33_ JC28_197.2_FE_S33_
#> "011" "011"
#> JC28_198.2_big_FE_S33_ JC28_199.2.23_FE_S33_
#> "011" "011"
#> JC28_201.2.23_FE_S33_ JC28_202.2_FE_S33_
#> "011" "014"
#> JC28_203.2_FE_S33_ JC28_204.2_FE_S33_
#> "013" "011"
#> JC28_205.2_FE_S33_ JC28_206.2_FE_S33_
#> "011" "014"
#> JC28_207.2_FE_S33_ JC28_208.2_FE_S33_
#> "011" "011"
#> JC28_210.1_FE_S33_ JC28_211.1_FE_S33_
#> "011" "014"
#> JC28_212.1_FE_S33_ JC28_213.1.26_FE_S33_
#> "023" "011"
#> JC28_214.1.26_FE_S33_ JC28_215.1.26_FE_S33_
#> "013" "014"
#> JC28_216.1.26_FE_S33_ JC28_217.1.26_FE_S33_
#> "011" "034"
#> JC28_218.1_FE_S33_ JC28_220.1_FE_S33_
#> "014" "011"
#> JC28_209.2_FE_S33_ JC28_210.2_FE_S33_
#> "011" "034"
#> JC28_211.2_FE_S33_ JC28_212.2_FE_S33_
#> "023" "023"
#> JC28_214.2.26_FE_S33_ JC28_216.2.26_FE_S33_
#> "023" "011"
#> JC28_217.2.26_FE_S33_ JC28_218.2_FE_S33_
#> "014" "014"
#> JC28_219.2_FE_S33_ JC28_220.2_FE_S33_
#> "0223" "0212"
#> JC28_222.1_FE_S33_ JC28_223.1_FE_S33_
#> "011" "032"
#> JC28_228.1.29_FE_S33_ JC28_229.1.29_FE_S33_
#> "011" "023"
#> JC28_230.1.29_FE_S33_ JC28_231.1_FE_S33_
#> "023" "011"
#> JC28_232.1_FE_S33_ JC28_221.2_FE_S33_
#> "011" "011"
#> JC28_222.2_FE_S33_ JC28_223.2_FE_S33_
#> "011" "011"
#> JC28_224.2_FE_S33_ JC28_225.2.29_FE_S33_
#> "014" "011"
#> JC28_226.2.29_FE_S33_ JC28_227.2.29_FE_S33_
#> "011" "011"
#> JC28_229.2.29_FE_S33_ JC28_230.2.29_FE_S33_
#> "011" "011"
#> JC28_232.2_FE_S33_ JC28_233.3_T_FE_S33_
#> "014" "032"
#> JC28_235.1_FE_S33_ JC28_236.1_FE_S33_
#> "011" "011"
#> JC28_237.1_FE_S33_ JC28_238.1_FE_S33_
#> "011" "011"
#> JC28_239.1_FE_S33_ JC28_240.1_FE_S33_
#> "011" "011"
#> JC28_241.1_FE_S33_ JC28_242.1_FE_S33_
#> "011" "011"
#> JC28_243.1_FE_S33_ JC28_244.1_FE_S33_
#> "011" "011"
#> JC28_233.2_T_FE_S33_ JC28_234.2_FE_S33_
#> "011" "011"
#> JC28_235.2_FE_S33_ JC28_236.2_FE_S33_
#> "011" "011"
#> JC28_237.2_FE_S33_ JC28_238.2_FE_S33_
#> "011" "011"
#> JC28_239.2_FE_S33_ JC28_240.2_FE_S33_
#> "011" "011"
#> JC28_241.2_FE_S33_ JC28_242.2_FE_S33_
#> "011" "011"
#> JC28_243.2_FE_S33_ JC30_245.1_MA
#> "011" "014"
#> JC30_246.1_MA JC30_247.1_MA
#> "011" "011"
#> JC30_248.1.32_MA JC30_249.1.32_MA
#> "014" "012"
#> JC30_250.1.32_MA JC30_251.1_MA
#> "011" "011"
#> JC30_252.1_T_MA JC30_252.3_T_MA
#> "034" "014"
#> JC30_254.1_MA JC30_255.1_MA
#> "014" "012"
#> JC30_256.1_MA JC30_245.2_MA
#> "011" "012"
#> JC30_246.2_MA JC30_247.2_MA
#> "0222" "012"
#> JC30_248.2.32_MA JC30_249.2.32_MA
#> "011" "011"
#> JC30_250.2.32_MA JC30_251.2_MA
#> "011" "011"
#> JC30_252.2_T_MA JC30_254.3_MA
#> "011" "011"
#> JC30_254.2_._MA JC30_255.2_MA
#> "011" "013"
#> JC30_256.2_MA JC30_257.1_MA
#> "011" "011"
#> JC30_258.1.33_MA JC30_259.1_W.33_MA
#> "011" "011"
#> JC30_260.1_W.33_MA JC30_261.1.34_MA
#> "011" "011"
#> JC30_261.3.34_MA JC30_263.1.34_MA
#> "011" "011"
#> JC30_264.1_W.34_MA JC30_265.1_MA
#> "011" "012"
#> JC30_265.3_._big_MA JC30_265.4_MA
#> "014" "011"
#> JC30_268.1_MA JC30_257.2_MA
#> "034" "011"
#> JC30_258.2.33_MA JC30_259.2_W.33_MA
#> "011" "011"
#> JC30_260.2_W.33_MA JC30_261.2_..34_MA
#> "011" "011"
#> JC30_261.4.34_MA JC30_263.2.34_MA
#> "011" "011"
#> JC30_264.2_W.34_MA JC30_265.2_MA
#> "011" "011"
#> JC30_265.5_MA JC30_265.6_MA
#> "011" "014"
#> JC30_268.2_MA JC30_269.1_W_MA
#> "034" "011"
#> JC30_270.1_W_MA JC30_271.1_W_MA
#> "011" "011"
#> JC30_272.1_W_MA JC30_273.1_MA
#> "012" "011"
#> JC30_273.3_MA JC30_275.1_T_MA
#> "014" "011"
#> JC30_276.1_MA JC30_277.1_T_MA
#> "011" "011"
#> JC30_277.3_T_MA JC30_279.1_MA
#> "011" "011"
#> JC30_280.1_MA JC30_269.2_W_MA
#> "011" "011"
#> JC30_270.2_W_MA JC30_271.2_W_MA
#> "011" "011"
#> JC30_272.2_W_MA JC30_273.2_._MA
#> "011" "011"
#> JC30_275.3_T_MA JC30_275.2_T_MA
#> "011" "011"
#> JC30_276.2_MA JC30_277.2_T_MA
#> "011" "011"
#> JC30_279.3_._MA JC30_279.2_MA
#> "011" "011"
#> JC30_280.2_MA JC30_281.1_MA
#> "011" "011"
#> JC30_282.1_MA JC30_283.1_MA
#> "011" "011"
#> JC30_284.1_MA JC30_285.1_MA
#> "011" "011"
#> JC30_286.1_MA JC30_287.1_MA
#> "011" "011"
#> JC30_288.1_._MA JC30_288.3_MA
#> "014" "011"
#> JC30_290.1_MA JC30_291.1_MA
#> "011" "011"
#> JC30_292.1_MA JC30_281.2_MA
#> "011" "011"
#> JC30_282.2_MA JC30_283.2_MA
#> "011" "032"
#> JC30_284.2_MA JC30_285.2_MA
#> "011" "011"
#> JC30_286.2_MA JC30_287.2_MA
#> "011" "011"
#> JC30_288.2_MA JC30_289.2_MA
#> "011" "011"
#> JC30_289.1_MA JC30_291.2_MA
#> "014" "011"
#> JC30_292.2_MA JC32_293.1_W_
#> "011" "011"
#> JC32_294.1.37_ JC32_295.1_T.37_
#> "013" "011"
#> JC32_296.1_T.37_ JC32_296.3_T.37_
#> "011" "013"
#> JC32_298.1.37_ JC32_300.2_..38_
#> "0222" "034"
#> JC32_300.3_..38_ JC32_302.1.38_
#> "011" "011"
#> JC32_303.1.38_ JC32_293.2_W_
#> "034" "011"
#> JC32_294.2.37_ JC32_295.2_T_W.37_
#> "011" "011"
#> JC32_296.2_T.37_ JC32_295.3_T_W.37_
#> "011" "011"
#> JC32_298.2_big.37_ JC32_299.2_
#> "011" "011"
#> JC32_300.1_..38_ JC32_300.4_..38_
#> "011" "011"
#> JC32_302.2.38_ JC32_303.2.38_
#> "011" "011"
#> JC32_304.2.39_ JC32_305.1.39_
#> "011" "011"
#> JC32_306.1.39_ JC32_307.1.39_
#> "011" "011"
#> JC32_308.1.40_ JC32_309.1_..40_
#> "011" "011"
#> JC32_309.3.40_ JC32_311.1.40_
#> "011" "011"
#> JC32_312.1.40_ JC32_314.1.41_
#> "011" "011"
#> JC32_315.1_T.41_ JC32_315.3_T.41_
#> "0212" "012"
#> JC32_305.2.39_ JC32_306.2.39_
#> "011" "011"
#> JC32_307.2.39_ JC32_308.2.40_
#> "013" "011"
#> JC32_309.2.40_ JC32_309.4.40_
#> "013" "011"
#> JC32_311.2.40_ JC32_312.2.40_
#> "011" "011"
#> JC32_313.2.40_ JC32_314.2.41_
#> "011" "011"
#> JC32_315.2_T.41_ JC32_317.3.41_
#> "013" "011"
#> JC32_317.1.41_ JC32_318.1.41_
#> "011" "011"
#> JC32_319.1.41_ JC32_320.1.41_
#> "013" "014"
#> JC32_321.1.41_ JC32_322.1.41_
#> "011" "0213"
#> JC32_323.1.42_ JC32_324.1.42_
#> "0213" "011"
#> JC32_325.1_W.42_ JC32_326.1_..42_
#> "011" "011"
#> JC32_326.3.42_ JC32_328.1.43_
#> "011" "013"
#> JC32_317.2_..41_ JC32_318.2.41_
#> "011" "011"
#> JC32_319.2.41_ JC32_320.2.41_
#> "011" "011"
#> JC32_321.2.41_ JC32_322.2.41_
#> "011" "011"
#> JC32_323.2.42_ JC32_324.2.42_
#> "011" "032"
#> JC32_325.2_W.42_ JC32_326.2.42_
#> "011" "011"
#> JC32_327.2.42_ JC32_328.2.43_
#> "011" "011"
#> JC32_329.1.43_ JC32_330.1.43_
#> "032" "034"
#> JC32_331.1.43_ JC32_331.3.43_
#> "011" "011"
#> JC32_333.1.43_ JC32_334.1.44_
#> "011" "011"
#> JC32_335.1.44_ JC32_336.1.44_
#> "011" "011"
#> JC32_337.1.44_ JC32_338.1.44_
#> "011" "013"
#> JC32_338.3_._big.44_ JC32_340.1_T_
#> "032" "011"
#> JC32_329.2.43_ JC32_330.2.43_
#> "013" "0222"
#> JC32_331.2.43_ JC32_331.4_._big.43_
#> "011" "011"
#> JC32_333.2.43_ JC32_334.2.44_
#> "013" "011"
#> JC32_335.2.44_ JC32_336.2.44_
#> "023" "011"
#> JC32_337.2.44_ JC32_338.2.44_
#> "011" "013"
#> JC32_340.3_T_ JC32_340.2_T_
#> "0221" "013"
#> JC35_437.1.45_MA_S45_ JC35_437.3_._big.45_MA_S45_
#> "011" "013"
#> JC35_437.5.45_MA_S45_ JC35_437.7.45_MA_S45_
#> "011" "011"
#> JC35_441.1.46_MA_S45_ JC35_442.1.46_MA_S45_
#> "011" "011"
#> JC35_443.1.47_MA_S45_ JC35_444.1_T.47_MA_S45_
#> "011" "011"
#> JC35_444.3_T.47_MA_S45_ JC35_446.1.48_MA_S45_
#> "011" "011"
#> JC35_447.1.48_MA_S45_ JC35_448.1.48_MA_S45_
#> "011" "011"
#> JC35_437.2.45_MA_S45_ JC35_437.4.45_MA_S45_
#> "011" "011"
#> JC35_437.6.45_MA_S45_ JC35_437.8.45_MA_S45_
#> "011" "011"
#> JC35_441.2.46_MA_S45_ JC35_442.2.46_MA_S45_
#> "011" "011"
#> JC35_443.2.47_MA_S45_ JC35_444.2_T.47_MA_S45_
#> "011" "011"
#> JC35_451.3_._big.48_MA_S45_ JC35_446.2.48_MA_S45_
#> "011" "011"
#> JC35_447.2.48_MA_S45_ JC35_448.2.48_MA_S45_
#> "011" "012"
#> JC35_449.1.48_MA_S45_ JC35_450.1.48_MA_S45_
#> "014" "011"
#> JC35_451.1.48_MA_S45_ JC35_452.1_adi_MA_S45_
#> "011" "011"
#> JC35_453.1_._MA_S45_ JC35_453.3_MA_S45_
#> "012" "011"
#> JC35_455.1_T_MA_S45_ JC35_456.1.49_MA_S45_
#> "011" "034"
#> JC35_457.1.49_MA_S45_ JC35_458.1.49_MA_S45_
#> "013" "014"
#> JC35_459.1.50_MA_S45_ JC35_460.1.50_MA_S45_
#> "012" "012"
#> JC35_449.2.48_MA_S45_ JC35_450.2.48_MA_S45_
#> "011" "011"
#> JC35_451.2.48_MA_S45_ JC35_445.1_adi_MA_S45_
#> "014" "011"
#> JC35_453.2_MA_S45_ JC35_455.3_T_MA_S45_
#> "012" "011"
#> JC35_455.2_T_MA_S45_ JC35_456.2.49_MA_S45_
#> "0222" "034"
#> JC35_457.2.49_MA_S45_ JC35_458.2.49_MA_S45_
#> "032" "034"
#> JC35_459.2.50_MA_S45_ JC35_460.2.50_MA_S45_
#> "011" "012"
#> JC35_461.1_._MA_S45_ JC35_461.4_._MA_S45_
#> "011" "011"
#> JC35_463.1_MA_S45_ JC35_464.1.51_MA_S45_
#> "011" "013"
#> JC35_465.1_T.51_MA_S45_ JC35_465.3_T.51_MA_S45_
#> "011" "011"
#> JC35_467.3_..52_MA_S45_ JC35_467.4_..52_MA_S45_
#> "011" "011"
#> JC35_469.1_T.52_MA_S45_ JC35_470.1_._MA_S45_
#> "0222" "011"
#> JC35_470.3_MA_S45_ JC35_472.1_MA_S45_
#> "011" "012"
#> JC35_461.2_._MA_S45_ JC35_461.3_._MA_S45_
#> "011" "032"
#> JC35_463.2_MA_S45_ JC35_464.2.51_MA_S45_
#> "011" "012"
#> JC35_465.2_T.51_MA_S45_ JC35_467.1_..52_MA_S45_
#> "011" "011"
#> JC35_467.2_..52_MA_S45_ JC35_469.3_T.52_MA_S45_
#> "011" "013"
#> JC35_469.2_T.52_MA_S45_ JC35_470.2_MA_S45_
#> "011" "011"
#> JC35_475.3_T_MA_S45_ JC35_484.1_MA_S45_
#> "011" "011"
#> JC35_473.1_MA_S45_ JC35_474.1_MA_S45_
#> "012" "014"
#> JC35_475.1_T_MA_S45_ JC35_476.1_W.53_MA_S45_
#> "011" "012"
#> JC35_477.1.53_MA_S45_ JC35_478.1.53_MA_S45_
#> "011" "011"
#> JC35_479.1_MA_S45_ JC35_480.1_W.54_MA_S45_
#> "011" "013"
#> JC35_481.1.54_MA_S45_ JC35_482.1.55_MA_S45_
#> "011" "013"
#> JC35_483.1_W.55_MA_S45_ JC35_472.2_MA_S45_
#> "011" "011"
#> JC35_473.2_MA_S45_ JC35_474.2_MA_S45_
#> "011" "014"
#> JC35_475.2_T_MA_S45_ JC35_476.2_W.53_MA_S45_
#> "011" "011"
#> JC35_477.2.53_MA_S45_ JC35_478.2.53_MA_S45_
#> "011" "014"
#> JC35_479.2_MA_S45_ JC35_480.2_W.54_MA_S45_
#> "011" "011"
#> JC35_481.2.54_MA_S45_ JC35_482.2.55_MA_S45_
#> "011" "012"
#> JC35_483.2_W.55_MA_S45_ JC35_484.2_MA_S45_
#> "011" "011"
#> JC36_486.1_T.56_MA_S46_ JC36_486.3_T.56_MA_S46_
#> "0212" "0221"
#> JC36_488.1.56_MA_S46_ JC36_490.4_._W.57_MA_S46_
#> "033" "012"
#> JC36_492.3.57_MA_S46_ JC36_494.1.58_MA_S46_
#> "012" "0212"
#> JC36_495.1.58_MA_S46_ JC36_496.1.58_MA_S46_
#> "012" "011"
#> JC36_486.2_T.56_MA_S46_ JC36_488.3_..56_MA_S46_
#> "011" "0221"
#> JC36_488.2.56_MA_S46_ JC36_489.2.56_MA_S46_
#> "014" "012"
#> JC36_490.2_._W.57_MA_S46_ JC36_490.3_._W.57_MA_S46_
#> "012" "012"
#> JC36_492.2.57_MA_S46_ JC36_495.3_..58_MA_S46_
#> "011" "012"
#> JC36_494.2.58_MA_S46_ JC36_495.2.58_MA_S46_
#> "012" "012"
#> JC36_497.1_W.58_MA_S46_ JC36_499.1_W_MA_S46_
#> "0211" "032"
#> JC36_500.1_MA_S46_ JC36_501.1_._MA_S46_
#> "012" "0213"
#> JC36_501.3_MA_S46_ JC36_503.1_._adi_MA_S46_
#> "0212" "013"
#> JC36_505.1.59_MA_S46_ JC36_506.1.59_MA_S46_
#> "032" "0222"
#> JC36_507.3.59_MA_S46_ JC36_497.2_W.58_MA_S46_
#> "012" "032"
#> JC36_499.2_W_MA_S46_ JC36_500.2_MA_S46_
#> "0221" "012"
#> JC36_501.2_MA_S46_ JC36_503.3_MA_S46_
#> "0212" "014"
#> JC36_503.2_MA_S46_ JC36_504.2.59_MA_S46_
#> "014" "032"
#> JC36_505.2.59_MA_S46_ JC36_506.2.59_MA_S46_
#> "012" "012"
#> JC36_507.2.59_MA_S46_ JC36_520.3_T_MA_S46_
#> "012" "0221"
#> JC36_511.1_W.61_MA_S46_ JC36_513.1_MA_S46_
#> "0223" "0212"
#> JC36_514.1.62_MA_S46_ JC36_515.1_._big.62_MA_S46_
#> "014" "0222"
#> JC36_515.3.62_MA_S46_ JC36_515.5.62_MA_S46_
#> "012" "012"
#> JC36_518.1_._MA_S46_ JC36_519.3_._MA_S46_
#> "014" "0213"
#> JC36_520.1_T_MA_S46_ JC36_511.2_W.61_MA_S46_
#> "012" "032"
#> JC36_512.2_W.61_MA_S46_ JC36_513.2_MA_S46_
#> "013" "012"
#> JC36_514.2.62_MA_S46_ JC36_515.2.62_MA_S46_
#> "011" "011"
#> JC36_515.4.62_MA_S46_ JC36_515.6.62_MA_S46_
#> "012" "014"
#> JC36_518.2_._MA_S46_ JC36_519.4_._MA_S46_
#> "011" "034"
#> JC36_520.2_T_MA_S46_ JC36_521.1_MA_S46_
#> "0222" "0221"
#> JC36_523.1.63_MA_S46_ JC36_524.1_..63_MA_S46_
#> "011" "014"
#> JC36_524.3.63_MA_S46_ JC36_524.5.63_MA_S46_
#> "011" "014"
#> JC36_527.1_MA_S46_ JC36_528.1_MA_S46_
#> "012" "012"
#> JC36_529.1_._MA_S46_ JC36_530.1_._MA_S46_
#> "011" "0221"
#> JC36_531.1_MA_S46_ JC36_532.1_MA_S46_
#> "013" "0223"
#> JC36_521.2_MA_S46_ JC36_522.2_MA_S46_
#> "011" "012"
#> JC36_523.2.63_MA_S46_ JC36_524.2.63_MA_S46_
#> "012" "012"
#> JC36_524.4.63_MA_S46_ JC36_531.3_._MA_S46_
#> "032" "014"
#> JC36_527.2_MA_S46_ JC36_528.2_MA_S46_
#> "0223" "012"
#> JC36_529.2_._MA_S46_ JC36_530.2_._MA_S46_
#> "0212" "0222"
#> JC36_531.2_MA_S46_ JC36_532.2_MA_S46_
#> "0213" "0223"
#> JC37_533.1_W.64_MA_S46_ JC37_533.3.64_MA_S46_
#> "023" "034"
#> JC37_534.1.64_MA_S46_ JC37_534.4.64_MA_S46_
#> "012" "032"
#> JC37_537.1_MA_S46_ JC37_538.1_MA_S46_
#> "013" "0212"
#> JC37_539.1_..65_MA_S46_ JC37_539.3.65_MA_S46_
#> "014" "012"
#> JC37_541.1.65_MA_S46_ JC37_542.1.65_MA_S46_
#> "014" "0211"
#> JC37_543.1.65_MA_S46_ JC37_544.1_..65_MA_S46_
#> "0212" "0212"
#> JC37_533.2_._W.64_MA_S46_ JC37_534.3.64_MA_S46_
#> "013" "012"
#> JC37_534.5.64_MA_S46_ JC37_537.2_MA_S46_
#> "013" "013"
#> JC37_538.2_MA_S46_ JC37_539.2.65_MA_S46_
#> "012" "014"
#> JC37_544.3.65_MA_S46_ JC37_541.2.65_MA_S46_
#> "032" "0212"
#> JC37_542.2.65_MA_S46_ JC37_544.2.65_MA_S46_
#> "013" "032"
#> JC37_545.1_T.65_MA_S46_ JC37_545.3_T.65_MA_S46_
#> "0212" "032"
#> JC37_547.1_MA_S46_ JC37_548.1_MA_S46_
#> "0212" "0211"
#> JC37_549.1_MA_S46_ JC37_550.1_._MA_S46_
#> "011" "0211"
#> JC37_551.1_MA_S46_ JC37_553.3_MA_S46_
#> "032" "0213"
#> JC37_553.1_._big_adi_MA_S46_ JC37_554.1_MA_S46_
#> "0222" "0213"
#> JC37_555.1.66_MA_S46_ JC37_556.1.66_MA_S46_
#> "0223" "012"
#> JC37_545.2_T.65_MA_S46_ JC37_550.3_MA_S46_
#> "0212" "032"
#> JC37_547.2_MA_S46_ JC37_548.2_MA_S46_
#> "012" "0221"
#> JC37_549.2_MA_S46_ JC37_550.2_MA_S46_
#> "012" "0222"
#> JC37_551.2_MA_S46_ JC37_553.4_MA_S46_
#> "012" "0212"
#> JC37_553.2_MA_S46_ JC37_554.2_MA_S46_
#> "0211" "012"
#> JC37_555.2.66_MA_S46_ JC37_556.2.66_MA_S46_
#> "0223" "031"
#> JC37_557.1_ery.66_MA_S46_ JC37_558.1.66_MA_S46_
#> "014" "012"
#> JC37_559.1_ery.66_MA_S46_ JC37_560.1_MA_S46_
#> "011" "0221"
#> JC37_561.1_ery_MA_S46_ JC37_562.4_..67_MA_S46_
#> "032" "023"
#> JC37_564.1.67_MA_S46_ JC37_566.1.67_MA_S46_
#> "0223" "011"
#> JC37_567.1_ery.67_MA_S46_ JC37_568.1_MA_S46_
#> "032" "0223"
#> JC37_558.2_ery.66_MA_S46_ JC37_559.2_ery.66_MA_S46_
#> "011" "011"
#> JC37_560.2_MA_S46_ JC37_561.2_MA_S46_
#> "0221" "012"
#> JC37_562.2_._ery.67_MA_S46_ JC37_562.3_..67_MA_S46_
#> "011" "011"
#> JC37_564.2.67_MA_S46_ JC37_565.2.67_MA_S46_
#> "0213" "011"
#> JC37_566.2.67_MA_S46_ JC37_567.2.67_MA_S46_
#> "011" "014"
#> JC37_570.1.68_MA_S46_ JC37_571.1_..68_MA_S46_
#> "0212" "011"
#> JC37_571.4_..68_MA_S46_ JC37_573.1_MA_S46_
#> "0213" "011"
#> JC37_574.1_T_MA_S46_ JC37_574.3_T_MA_S46_
#> "011" "011"
#> JC37_576.1_T_W.69_MA_S46_ JC37_577.1.69_MA_S46_
#> "034" "011"
#> JC37_578.1_MA_S46_ JC37_579.1_._MA_S46_
#> "012" "0212"
#> JC37_579.3_MA_S46_ JC37_569.2_MA_S46_
#> "0212" "011"
#> JC37_570.2.68_MA_S46_ JC37_571.3_..68_MA_S46_
#> "0221" "013"
#> JC37_573.2_MA_S46_ JC37_574.2_T_MA_S46_
#> "032" "013"
#> JC37_576.3_T_W.69_MA_S46_ JC37_576.2_T.69_MA_S46_
#> "023" "0222"
#> JC37_577.2.69_MA_S46_ JC37_578.2_MA_S46_
#> "0213" "012"
#> JC37_579.2_MA_S46_ JC39_581.3.70_FE_S23_
#> "023" "023"
#> JC39_583.1.70_FE_S23_ JC39_585.1_T.70_FE_S23_
#> "013" "014"
#> JC39_585.3_T.70_FE_S23_ JC39_587.1.70_FE_S23_
#> "034" "0211"
#> JC39_588.1.70_FE_S23_ JC39_589.3.71_FE_S23_
#> "034" "032"
#> JC39_591.3_..71_FE_S23_ JC39_591.4_..71_FE_S23_
#> "0212" "0211"
#> JC39_581.2.70_FE_S23_ JC39_581.4.70_FE_S23_
#> "023" "013"
#> JC39_583.2.70_FE_S23_ JC39_584.2_div.70_FE_S23_
#> "031" "014"
#> JC39_585.2_T.70_FE_S23_ JC39_588.3.70_FE_S23_
#> "0211" "0211"
#> JC39_587.2.70_FE_S23_ JC39_588.2_..70_FE_S23_
#> "013" "0213"
#> JC39_589.2.71_FE_S23_ JC39_591.1_..71_FE_S23_
#> "013" "034"
#> JC39_591.2_..71_FE_S23_ JC39_594.3.71_FE_S23_
#> "023" "023"
#> JC39_593.1.71_FE_S23_ JC39_594.1_..71_FE_S23_
#> "013" "0221"
#> JC39_595.1.72_FE_S23_ JC39_596.1.72_FE_S23_
#> "012" "023"
#> JC39_597.1_T_FE_S23_ JC39_597.3_T_FE_S23_
#> "011" "013"
#> JC39_599.1_FE_S23_ JC39_600.1_._FE_S23_
#> "0221" "0223"
#> JC39_601.1_FE_S23_ JC39_602.1_FE_S23_
#> "012" "012"
#> JC39_603.1_T_FE_S23_ JC39_604.1_FE_S23_
#> "0223" "034"
#> JC39_593.2.71_FE_S23_ JC39_594.2.71_FE_S23_
#> "014" "0211"
#> JC39_595.2.72_FE_S23_ JC39_596.2.72_FE_S23_
#> "012" "012"
#> JC39_597.2_T_FE_S23_ JC39_603.3_T_FE_S23_
#> "013" "013"
#> JC39_599.2_FE_S23_ JC39_600.2_FE_S23_
#> "013" "012"
#> JC39_601.2_FE_S23_ JC39_602.2_FE_S23_
#> "0212" "0223"
#> JC39_603.2_T_FE_S23_ JC39_604.2_FE_S23_
#> "013" "0222"
#> JC39_605.1_FE_S23_ JC39_606.1_FE_S23_
#> "0212" "0213"
#> JC39_607.1_FE_S23_ JC39_608.1_._FE_S23_
#> "0213" "0221"
#> JC39_608.3_FE_S23_ JC39_610.1_FE_S23_
#> "0213" "0211"
#> JC39_611.1_FE_S23_ JC39_612.1.73_FE_S23_
#> "0211" "0213"
#> JC39_613.1_..73_FE_S23_ JC39_613.3.73_FE_S23_
#> "0212" "023"
#> JC39_615.1_FE_S23_ JC39_616.1_FE_S23_
#> "012" "013"
#> JC39_605.2_FE_S23_ JC39_606.2_FE_S23_
#> "0223" "013"
#> JC39_607.2_FE_S23_ JC39_608.2_FE_S23_
#> "0211" "013"
#> JC39_618.4_._FE_S23_ JC39_610.2_FE_S23_
#> "011" "014"
#> JC39_611.2_FE_S23_ JC39_612.2.73_FE_S23_
#> "011" "0211"
#> JC39_613.2.73_FE_S23_ JC39_613.4.73_FE_S23_
#> "011" "023"
#> JC39_615.2_FE_S23_ JC39_616.2_FE_S23_
#> "034" "023"
#> JC39_617.1_FE_S23_ JC39_618.3_._FE_S23_
#> "0221" "012"
#> JC39_619.1_FE_S23_ JC39_620.1_FE_S23_
#> "011" "013"
#> JC39_621.1_._FE_S23_ JC39_621.3_FE_S23_
#> "011" "011"
#> JC39_623.1_FE_S23_ JC39_624.1_T_FE_S23_
#> "014" "032"
#> JC39_624.3_T_FE_S23_ JC39_626.1_T_FE_S23_
#> "011" "014"
#> JC39_627.1_FE_S23_ JC39_628.1_FE_S23_
#> "0221" "012"
#> JC39_618.1_._FE_S23_ JC39_618.2_._FE_S23_
#> "012" "012"
#> JC39_619.2_FE_S23_ JC39_620.2_FE_S23_
#> "032" "012"
#> JC39_621.2_FE_S23_ JC39_623.3_FE_S23_
#> "0213" "034"
#> JC39_623.2_._FE_S23_ JC39_624.2_T_FE_S23_
#> "0212" "014"
#> JC39_626.3_T_FE_S23_ JC39_626.2_T_FE_S23_
#> "034" "0223"
#> JC39_627.2_FE_S23_ JC39_628.2_FE_S23_
#> "0221" "012"
#> JC40_629.1.74_FE_S23_ JC40_630.1.74_FE_S23_
#> "011" "013"
#> JC40_631.1.74_FE_S23_ JC40_632.1.75_FE_S23_
#> "011" "0213"
#> JC40_633.1.75_FE_S23_ JC40_634.1.75_FE_S23_
#> "023" "011"
#> JC40_635.1_T.76_FE_S23_ JC40_635.3_T.76_FE_S23_
#> "011" "011"
#> JC40_637.1.76_FE_S23_ JC40_638.1_T.76_FE_S23_
#> "012" "012"
#> JC40_639.1_FE_S23_ JC40_640.1_FE_S23_
#> "012" "013"
#> JC40_629.2.74_FE_S23_ JC40_630.2.74_FE_S23_
#> "011" "012"
#> JC40_631.2.74_FE_S23_ JC40_632.2.75_FE_S23_
#> "011" "0222"
#> JC40_633.2.75_FE_S23_ JC40_634.2.75_FE_S23_
#> "0222" "014"
#> JC40_635.2_T.76_FE_S23_ JC40_638.3_T.76_FE_S23_
#> "011" "011"
#> JC40_637.2.76_FE_S23_ JC40_638.2_T.76_FE_S23_
#> "011" "013"
#> JC40_639.2_FE_S23_ JC40_640.2_FE_S23_
#> "012" "032"
#> JC40_641.1_FE_S23_ JC40_642.1_FE_S23_
#> "011" "011"
#> JC40_643.1.77_FE_S23_ JC40_644.1.77_FE_S23_
#> "011" "0212"
#> JC40_645.1.77_FE_S23_ JC40_646.1.77_FE_S23_
#> "011" "011"
#> JC40_647.1_FE_S23_ JC40_648.1.78_FE_S23_
#> "011" "012"
#> JC40_649.1_T.78_FE_S23_ JC40_649.3_T.78_FE_S23_
#> "023" "032"
#> JC40_651.1.78_FE_S23_ JC40_652.1_FE_S23_
#> "034" "011"
#> JC40_641.2_FE_S23_ JC40_642.2_FE_S23_
#> "012" "0222"
#> JC40_643.2.77_FE_S23_ JC40_644.2.77_FE_S23_
#> "014" "032"
#> JC40_645.2.77_FE_S23_ JC40_646.2.77_FE_S23_
#> "013" "012"
#> JC40_647.2_FE_S23_ JC40_648.2.78_FE_S23_
#> "011" "012"
#> JC40_649.2_T.78_FE_S23_ JC40_652.3_._FE_S23_
#> "012" "012"
#> JC40_651.2.78_FE_S23_ JC40_652.2_FE_S23_
#> "0211" "012"
#> JC40_653.1_W_FE_S23_ JC40_654.1_FE_S23_
#> "032" "011"
#> JC40_655.1.79_FE_S23_ JC40_656.1.79_FE_S23_
#> "034" "013"
#> JC40_657.1_..79_FE_S23_ JC40_657.3.79_FE_S23_
#> "014" "011"
#> JC40_659.1.79_FE_S23_ JC40_660.1.79_FE_S23_
#> "023" "013"
#> JC40_660.5.79_FE_S23_ JC40_662.1_FE_S23_
#> "013" "032"
#> JC40_663.1_FE_S23_ JC40_664.1.80_FE_S23_
#> "012" "0222"
#> JC40_653.2_W_FE_S23_ JC40_654.2_FE_S23_
#> "012" "012"
#> JC40_655.2.79_FE_S23_ JC40_656.2.79_FE_S23_
#> "011" "013"
#> JC40_657.2.79_FE_S23_ JC40_660.3_..79_FE_S23_
#> "013" "032"
#> JC40_659.2.79_FE_S23_ JC40_660.2.79_FE_S23_
#> "013" "013"
#> JC40_660.4.79_FE_S23_ JC40_662.2_FE_S23_
#> "013" "0223"
#> JC40_663.2_FE_S23_ JC40_664.2.80_FE_S23_
#> "011" "012"
#> JC40_665.1.80_FE_S23_ JC40_666.1.81_FE_S23_
#> "032" "013"
#> JC40_667.1.81_FE_S23_ JC40_668.1.81_FE_S23_
#> "011" "034"
#> JC40_669.1.81_FE_S23_ JC40_670.1_W.81_FE_S23_
#> "011" "011"
#> JC40_671.1.82_FE_S23_ JC40_672.1.82_FE_S23_
#> "011" "014"
#> JC40_673.1.82_FE_S23_ JC40_674.1_T_FE_S23_
#> "011" "012"
#> JC40_674.3_T_FE_S23_ JC40_676.1_T_FE_S23_
#> "012" "011"
#> JC40_665.2.80_FE_S23_ JC40_666.2.81_FE_S23_
#> "011" "013"
#> JC40_667.2.81_FE_S23_ JC40_668.2.81_FE_S23_
#> "011" "011"
#> JC40_669.2.81_FE_S23_ JC40_670.2_W.81_FE_S23_
#> "011" "014"
#> JC40_671.2.82_FE_S23_ JC40_672.2.82_FE_S23_
#> "011" "011"
#> JC40_673.2.82_FE_S23_ JC40_674.2_T_FE_S23_
#> "014" "012"
#> JC40_676.3_T_FE_S23_ JC40_676.2_T_FE_S23_
#> "0211" "011"
#> JC41_677.1.83_FE_S52_ JC41_678.1_..83_FE_S52_
#> "0223" "0221"
#> JC41_678.3.83_FE_S52_ JC41_680.1_FE_S52_
#> "0223" "0223"
#> JC41_681.1.84_FE_S52_ JC41_682.1.84_FE_S52_
#> "0221" "034"
#> JC41_683.1.85_FE_S52_ JC41_684.1.85_FE_S52_
#> "013" "013"
#> JC41_685.1.85_FE_S52_ JC41_686.1_..85_FE_S52_
#> "013" "011"
#> JC41_686.3.85_FE_S52_ JC41_688.3_._FE_S52_
#> "013" "0223"
#> JC41_677.2.83_FE_S52_ JC41_678.2.83_FE_S52_
#> "0221" "032"
#> JC41_680.3_FE_S52_ JC41_680.2_._FE_S52_
#> "013" "0212"
#> JC41_681.2.84_FE_S52_ JC41_682.2.84_FE_S52_
#> "011" "0221"
#> JC41_683.2.85_FE_S52_ JC41_684.2.85_FE_S52_
#> "013" "013"
#> JC41_685.2.85_FE_S52_ JC41_686.2.85_FE_S52_
#> "013" "011"
#> JC41_688.1_._FE_S52_ JC41_688.2_._FE_S52_
#> "014" "012"
#> JC41_688.4_._FE_S52_ JC41_690.1.86_FE_S52_
#> "034" "012"
#> JC41_691.1.86_FE_S52_ JC41_693.1_FE_S52_
#> "012" "013"
#> JC41_694.1_FE_S52_ JC41_695.1_W.87_FE_S52_
#> "013" "012"
#> JC41_696.1.87_FE_S52_ JC41_697.1_._FE_S52_
#> "014" "013"
#> JC41_697.4_._FE_S52_ JC41_699.1.88_FE_S52_
#> "023" "012"
#> JC41_700.1_T.88_FE_S52_ JC41_700.3_T.88_FE_S52_
#> "013" "0223"
#> JC41_690.2.86.88_FE_S52_ JC41_691.2.86_FE_S52_
#> "032" "012"
#> JC41_692.2_FE_S52_ JC41_693.2_FE_S52_
#> "012" "023"
#> JC41_694.2_FE_S52_ JC41_695.2_W.87_FE_S52_
#> "0221" "012"
#> JC41_696.2_div.87_FE_S52_ JC41_697.2_._FE_S52_
#> "0222" "0222"
#> JC41_697.3_._FE_S52_ JC41_699.2_FE_S52_
#> "0221" "0211"
#> JC41_700.2_T_FE_S52_ JC41_701.1_W_FE_S52_
#> "013" "013"
#> JC41_702.1_._FE_S52_ JC41_702.3_FE_S52_
#> "0213" "014"
#> JC41_704.1_FE_S52_ JC41_705.1_._FE_S52_
#> "013" "014"
#> JC41_705.3_FE_S52_ JC41_707.1.89_FE_S52_
#> "013" "0211"
#> JC41_708.1_T.89_FE_S52_ JC41_709.1.90_FE_S52_
#> "013" "0222"
#> JC41_710.1_W.90_FE_S52_ JC41_711.1.90_FE_S52_
#> "0213" "012"
#> JC41_712.1.90_FE_S52_ JC41_701.2_W_FE_S52_
#> "012" "013"
#> JC41_702.2_FE_S52_ JC41_708.3_T.89_FE_S52_
#> "013" "014"
#> JC41_704.2_FE_S52_ JC41_705.2_FE_S52_
#> "0222" "011"
#> JC41_705.4_FE_S52_ JC41_708.2_T.89_FE_S52_
#> "0212" "032"
#> JC41_709.2.90_FE_S52_ JC41_710.2_W.90_FE_S52_
#> "012" "014"
#> JC41_711.2.90_FE_S52_ JC41_712.2.90_FE_S52_
#> "013" "013"
#> JC41_713.1.90_FE_S52_ JC41_714.1_FE_S52_
#> "013" "023"
#> JC41_715.1_FE_S52_ JC41_716.1_FE_S52_
#> "033" "0221"
#> JC41_717.1_FE_S52_ JC41_718.1.91_FE_S52_
#> "0222" "0221"
#> JC41_719.1.91_FE_S52_ JC41_719.3_..91_FE_S52_
#> "0212" "0222"
#> JC41_721.1.91_FE_S52_ JC41_722.1_T.91_FE_S52_
#> "014" "0221"
#> JC41_723.1.91_FE_S52_ JC41_724.1_FE_S52_
#> "032" "014"
#> JC41_713.2.90_FE_S52_ JC41_714.2_FE_S52_
#> "011" "0211"
#> JC41_715.2_FE_S52_ JC41_716.2_FE_S52_
#> "014" "011"
#> JC41_717.2_FE_S52_ JC41_718.2.91_FE_S52_
#> "0223" "0223"
#> JC41_719.2.91_FE_S52_ JC41_722.3_T.91_FE_S52_
#> "034" "013"
#> JC41_721.2.91_FE_S52_ JC41_722.2_T.91_FE_S52_
#> "014" "0221"
#> JC41_723.2.91_FE_S52_ JC41_724.2_FE_S52_
#> "012" "0211"
#> JC43_725.1_T.92_FE_S27_ JC43_725.3_T.92_FE_S27_
#> "013" "013"
#> JC43_727.1_T.92_FE_S27_ JC43_728.1.92_FE_S27_
#> "014" "023"
#> JC43_729.1_T.92_FE_S27_ JC43_729.3_T.92_FE_S27_
#> "011" "012"
#> JC43_731.1.92_FE_S27_ JC43_732.1.93_FE_S27_
#> "013" "012"
#> JC43_733.1_big_adipo.93_FE_S27_ JC43_734.1_T.94_FE_S27_
#> "0222" "0221"
#> JC43_735.1.94_FE_S27_ JC43_736.1.94_FE_S27_
#> "023" "013"
#> JC43_725.2_T.92_FE_S27_ JC43_727.3_T.92_FE_S27_
#> "013" "013"
#> JC43_727.2_T.92_FE_S27_ JC43_728.2.92_FE_S27_
#> "0223" "023"
#> JC43_729.2_T.92_FE_S27_ JC43_734.3_T.92_FE_S27_
#> "013" "012"
#> JC43_731.2.92_FE_S27_ JC43_732.2_big_adipo.93_FE_S27_
#> "011" "032"
#> JC43_733.2.93_FE_S27_ JC43_734.2_T.94_FE_S27_
#> "012" "012"
#> JC43_735.2.94_FE_S27_ JC43_736.2.94_FE_S27_
#> "023" "011"
#> JC43_738.1_T.95_FE_S27_ JC43_738.3_T.95_FE_S27_
#> "032" "013"
#> JC43_740.1.95_FE_S27_ JC43_740.3.95_FE_S27_
#> "013" "0221"
#> JC43_742.1.95_FE_S27_ JC43_743.1_..95_FE_S27_
#> "023" "013"
#> JC43_743.4_..95_FE_S27_ JC43_745.1_big.95_FE_S27_
#> "013" "0222"
#> JC43_746.1_T.95_FE_S27_ JC43_747.1_..95_FE_S27_
#> "012" "0221"
#> JC43_747.3.95_FE_S27_ JC43_737.2.95_FE_S27_
#> "013" "0221"
#> JC43_738.2_T.95_FE_S27_ JC43_746.3_T.95_FE_S27_
#> "013" "013"
#> JC43_740.2_..95_FE_S27_ JC43_740.4.95_FE_S27_
#> "0223" "013"
#> JC43_742.2.95_FE_S27_ JC43_743.2_..95_FE_S27_
#> "011" "013"
#> JC43_743.3_..95_FE_S27_ JC43_745.2.95_FE_S27_
#> "013" "013"
#> JC43_746.2_T.95_FE_S27_ JC43_747.2.95_FE_S27_
#> "012" "0221"
#> JC43_749.3.95_FE_S27_ JC43_749.1_..95_FE_S27_
#> "013" "0213"
#> JC43_749.4.95_FE_S27_ JC43_751.1_FE_S27_
#> "013" "012"
#> JC43_752.1_._FE_S27_ JC43_752.3_FE_S27_
#> "0213" "013"
#> JC43_754.1_T.96_FE_S27_ JC43_755.1_..96_FE_S27_
#> "023" "013"
#> JC43_755.3.96_FE_S27_ JC43_757.1.96_FE_S27_
#> "013" "023"
#> JC43_758.1.97_FE_S27_ JC43_759.1_T.97_FE_S27_
#> "012" "012"
#> JC43_759.3_T.97_FE_S27_ JC43_749.2.95_FE_S27_
#> "013" "011"
#> JC43_751.2_._big_FE_S27_ JC43_752.2_FE_S27_
#> "0213" "013"
#> JC43_754.3_T.96_FE_S27_ JC43_754.2_T.96_FE_S27_
#> "013" "013"
#> JC43_755.2.96_FE_S27_ JC43_757.3.96_FE_S27_
#> "012" "013"
#> JC43_757.2_..96_FE_S27_ JC43_758.2.97_FE_S27_
#> "0213" "012"
#> JC43_759.2_T.97_FE_S27_ JC43_761.1_T.97_FE_S27_
#> "011" "013"
#> JC43_762.1_FE_S27_ JC43_763.1.98_FE_S27_
#> "0211" "013"
#> JC43_764.1.98_FE_S27_ JC43_765.1.98_FE_S27_
#> "013" "013"
#> JC43_766.1.98_FE_S27_ JC43_767.1_FE_S27_
#> "034" "012"
#> JC43_768.1_FE_S27_ JC43_769.1_FE_S27_
#> "012" "012"
#> JC43_771.3_FE_S27_ JC43_771.1_._FE_S27_
#> "034" "0211"
#> JC43_761.2_T.97_FE_S27_ JC43_762.2_FE_S27_
#> "013" "023"
#> JC43_763.2.98_FE_S27_ JC43_764.2.98_FE_S27_
#> "013" "013"
#> JC43_765.2.98_FE_S27_ JC43_766.2_ery.98_FE_S27_
#> "013" "011"
#> JC43_767.2_FE_S27_ JC43_768.2_FE_S27_
#> "012" "012"
#> JC43_769.2_FE_S27_ JC43_771.4_FE_S27_
#> "0223" "034"
#> JC43_771.2_FE_S27_ JC43_772.2_FE_S27_
#> "011" "012"
#> JC44_773.1_W.99_FE_S27_ JC44_774.1.99_FE_S27_
#> "0221" "0222"
#> JC44_775.1.99_FE_S27_ JC44_776.1_._FE_S27_
#> "013" "013"
#> JC44_776.3_FE_S27_ JC44_778.3_FE_S27_
#> "034" "0223"
#> JC44_780.1_FE_S27_ JC44_781.1_FE_S27_
#> "012" "012"
#> JC44_782.1.100_FE_S27_ JC44_783.1.100_FE_S27_
#> "013" "011"
#> JC44_784.1.100_FE_S27_ JC44_773.2_W.99_FE_S27_
#> "011" "013"
#> JC44_774.2.99_FE_S27_ JC44_775.2.99_FE_S27_
#> "013" "013"
#> JC44_776.2_FE_S27_ JC44_776.4_FE_S27_
#> "034" "0212"
#> JC44_778.2_FE_S27_ JC44_778.4_FE_S27_
#> "012" "014"
#> JC44_780.2_FE_S27_ JC44_781.2_FE_S27_
#> "032" "0212"
#> JC44_782.2.100_FE_S27_ JC44_783.2.100_FE_S27_
#> "013" "013"
#> JC44_784.2.100_FE_S27_ JC44_785.1_..100_FE_S27_
#> "0213" "012"
#> JC44_785.3.100_FE_S27_ JC44_787.1_T_FE_S27_
#> "0213" "0223"
#> JC44_788.1_big_adipo_FE_S27_ JC44_789.1_._FE_S27_
#> "011" "0212"
#> JC44_789.3_FE_S27_ JC44_791.1_T_FE_S27_
#> "013" "023"
#> JC44_792.1_FE_S27_ JC44_793.1_._FE_S27_
#> "012" "0221"
#> JC44_793.3_FE_S27_ JC44_795.1_FE_S27_
#> "032" "011"
#> JC44_796.1_._FE_S27_ JC44_785.2.100_FE_S27_
#> "013" "011"
#> JC44_787.3_T_FE_S27_ JC44_787.2_T_FE_S27_
#> "011" "012"
#> JC44_788.2_FE_S27_ JC44_789.2_FE_S27_
#> "012" "023"
#> JC44_791.3_T_FE_S27_ JC44_791.2_T_FE_S27_
#> "0212" "0212"
#> JC44_792.2_FE_S27_ JC44_793.2_FE_S27_
#> "0223" "0223"
#> JC44_795.3_FE_S27_ JC44_795.2_._FE_S27_
#> "0221" "0212"
#> JC44_796.2_._FE_S27_ JC44_796.3_._FE_S27_
#> "0212" "0212"
#> JC44_798.1.101_FE_S27_ JC44_799.1.101_FE_S27_
#> "013" "013"
#> JC44_800.1_FE_S27_ JC44_801.1.102_FE_S27_
#> "0212" "0213"
#> JC44_802.1.102_FE_S27_ JC44_803.1.102_FE_S27_
#> "0212" "032"
#> JC44_804.1_T_FE_S27_ JC44_804.3_T_FE_S27_
#> "014" "023"
#> JC44_806.1_FE_S27_ JC44_807.1.103_FE_S27_
#> "0223" "023"
#> JC44_808.1.103_FE_S27_ JC44_798.2.101_FE_S27_
#> "0212" "013"
#> JC44_799.2.101_FE_S27_ JC44_800.2_FE_S27_
#> "013" "0222"
#> JC44_801.2.102_FE_S27_ JC44_802.2.102_FE_S27_
#> "012" "013"
#> JC44_803.2.102_FE_S27_ JC44_804.2_T_FE_S27_
#> "013" "0221"
#> JC44_808.3_..103_FE_S27_ JC44_806.2_FE_S27_
#> "0212" "0221"
#> JC44_807.2.103_FE_S27_ JC44_808.2.103_FE_S27_
#> "013" "0223"
#> JC44_808.4.103_FE_S27_ JC44_810.1_T.103_FE_S27_
#> "013" "013"
#> JC44_810.3_T.103_FE_S27_ JC44_812.1.103_FE_S27_
#> "013" "012"
#> JC44_813.1_T.104_FE_S27_ JC44_814.1.104_FE_S27_
#> "011" "011"
#> JC44_815.1.105_FE_S27_ JC44_816.1.105_FE_S27_
#> "012" "012"
#> JC44_817.1_._FE_S27_ JC44_817.3_FE_S27_
#> "011" "012"
#> JC44_819.1_big_FE_S27_ JC44_820.1_FE_S27_
#> "0222" "0213"
#> JC44_808.5.103_FE_S27_ JC44_810.2_T.103_FE_S27_
#> "013" "023"
#> JC44_813.3_T_FE_S27_ JC44_812.2.103_FE_S27_
#> "012" "011"
#> JC44_813.2_T.104_FE_S27_ JC44_814.2.104_FE_S27_
#> "012" "011"
#> JC44_815.2.105_FE_S27_ JC44_816.2.105_FE_S27_
#> "012" "011"
#> JC44_817.2_FE_S27_ JC44_818.2_FE_S27_
#> "0223" "0221"
#> JC44_819.2_FE_S27_ JC44_820.2_FE_S27_
#> "0222" "011"
#> JC45_821.1.106_FE_S30_ JC45_822.1.106_FE_S30_
#> "0213" "023"
#> JC45_823.1.106_FE_S30_ JC45_824.1.106_FE_S30_
#> "012" "013"
#> JC45_825.1_FE_S30_ JC45_826.1.107_FE_S30_
#> "0211" "023"
#> JC45_827.1.107_FE_S30_ JC45_828.1.107_FE_S30_
#> "031" "013"
#> JC45_829.1.107_FE_S30_ JC45_830.1_._big_FE_S30_
#> "013" "0212"
#> JC45_830.5_FE_S30_ JC45_830.3_FE_S30_
#> "014" "012"
#> JC45_821.2.106_FE_S30_ JC45_822.2.106_FE_S30_
#> "013" "0221"
#> JC45_823.2.106_FE_S30_ JC45_824.2.106_FE_S30_
#> "013" "011"
#> JC45_825.2_FE_S30_ JC45_826.2.107_FE_S30_
#> "031" "013"
#> JC45_827.2.107_FE_S30_ JC45_828.2.107_FE_S30_
#> "013" "013"
#> JC45_829.2.107_FE_S30_ JC45_830.2_FE_S30_
#> "034" "023"
#> JC45_830.4_FE_S30_ JC45_835.3_T.108_FE_S30_
#> "023" "013"
#> JC45_833.1_FE_S30_ JC45_834.1.108_FE_S30_
#> "013" "0212"
#> JC45_835.1_T.108_FE_S30_ JC45_836.1.109_FE_S30_
#> "0212" "013"
#> JC45_837.1_T.109_FE_S30_ JC45_837.3_T.109_FE_S30_
#> "034" "034"
#> JC45_839.1.110_FE_S30_ JC45_840.1.110_FE_S30_
#> "011" "013"
#> JC45_841.1_big_FE_S30_ JC45_842.1_FE_S30_
#> "014" "0223"
#> JC45_843.1_FE_S30_ JC45_844.1.111_FE_S30_
#> "012" "013"
#> JC45_833.2_FE_S30_ JC45_834.2.108_FE_S30_
#> "013" "011"
#> JC45_835.2_T.108_FE_S30_ JC45_836.2.109_FE_S30_
#> "011" "0223"
#> JC45_837.2_T.109_FE_S30_ JC45_850.3.112_FE_S30_
#> "013" "013"
#> JC45_839.2.110_FE_S30_ JC45_840.2.110_FE_S30_
#> "013" "013"
#> JC45_841.2_FE_S30_ JC45_842.2_FE_S30_
#> "013" "034"
#> JC45_843.2_FE_S30_ JC45_844.2.111_FE_S30_
#> "032" "032"
#> JC45_845.1.111_FE_S30_ JC45_846.1.111_FE_S30_
#> "034" "013"
#> JC45_847.1_FE_S30_ JC45_848.1_FE_S30_
#> "013" "012"
#> JC45_850.1_..112_FE_S30_ JC45_851.1.112_FE_S30_
#> "013" "011"
#> JC45_852.1.112_FE_S30_ JC45_852.3.112_FE_S30_
#> "013" "013"
#> JC45_854.1.112_FE_S30_ JC45_855.1.112_FE_S30_
#> "013" "014"
#> JC45_856.1_FE_S30_ JC45_845.2.111_FE_S30_
#> "0212" "023"
#> JC45_846.2.111_FE_S30_ JC45_847.2_FE_S30_
#> "011" "023"
#> JC45_848.2_FE_S30_ JC45_849.2_FE_S30_
#> "012" "013"
#> JC45_851.2_ery.112_FE_S30_ JC45_852.2_..112_FE_S30_
#> "011" "013"
#> JC45_856.3_FE_S30_ JC45_855.2.112_FE_S30_
#> "0222" "023"
#> JC45_856.2_._FE_S30_ JC45_857.1_FE_S30_
#> "0212" "013"
#> JC45_858.1_FE_S30_ JC45_860.1_FE_S30_
#> "013" "0222"
#> JC45_861.1_FE_S30_ JC45_862.1_FE_S30_
#> "0212" "011"
#> JC45_863.1_FE_S30_ JC45_864.1_._FE_S30_
#> "0221" "014"
#> JC45_866.1_FE_S30_ JC45_867.1.113_FE_S30_
#> "012" "012"
#> JC45_868.1_big_mega.113_FE_S30_ JC45_857.2_FE_S30_
#> "0211" "013"
#> JC45_858.2_FE_S30_ JC45_853.1_FE_S30_
#> "013" "012"
#> JC45_860.2_FE_S30_ JC45_861.2_FE_S30_
#> "0223" "0212"
#> JC45_853.2_FE_S30_ JC45_863.2_FE_S30_
#> "012" "0221"
#> JC45_867.3.113_FE_S30_ JC45_866.2_FE_S30_
#> "023" "012"
#> JC45_867.2_..113_FE_S30_ JC45_868.2.113_FE_S30_
#> "0222" "023"
#> JC46_869.1.114_FE_S30_ JC46_870.1.114_FE_S30_
#> "0212" "013"
#> JC46_871.1.114_FE_S30_ JC46_872.1.114_FE_S30_
#> "034" "011"
#> JC46_873.1_FE_S30_ JC46_874.1_FE_S30_
#> "034" "013"
#> JC46_875.1_T_emperi_big_FE_S30_ JC46_875.3_T_FE_S30_
#> "0212" "032"
#> JC46_877.1_T_FE_S30_ JC46_878.1_._big.115_FE_S30_
#> "0221" "0222"
#> JC46_878.3.115_FE_S30_ JC46_878.4.115_FE_S30_
#> "012" "013"
#> JC46_869.2.114_FE_S30_ JC46_870.2.114_FE_S30_
#> "014" "023"
#> JC46_871.2.114_FE_S30_ JC46_872.2.114_FE_S30_
#> "0212" "034"
#> JC46_873.2_FE_S30_ JC46_874.2_FE_S30_
#> "013" "0212"
#> JC46_875.2_T_FE_S30_ JC46_877.3_T_FE_S30_
#> "012" "012"
#> JC46_877.2_T_FE_S30_ JC46_878.2.115_FE_S30_
#> "011" "012"
#> JC46_878.5.115_FE_S30_ JC46_878.6.115_FE_S30_
#> "023" "011"
#> JC46_878.7.115_FE_S30_ JC46_882.1.116_FE_S30_
#> "011" "0212"
#> JC46_883.1.116_FE_S30_ JC46_884.1_FE_S30_
#> "023" "012"
#> JC46_885.1_FE_S30_ JC46_886.1.117_FE_S30_
#> "0222" "023"
#> JC46_887.1.117_FE_S30_ JC46_888.1.117_FE_S30_
#> "023" "014"
#> JC46_889.1_FE_S30_ JC46_890.1_FE_S30_
#> "012" "012"
#> JC46_891.1.118_FE_S30_ JC46_892.1_T.118_FE_S30_
#> "011" "013"
#> JC46_878.8.115_FE_S30_ JC46_882.2.116_FE_S30_
#> "013" "0211"
#> JC46_883.2.116_FE_S30_ JC46_884.2_FE_S30_
#> "013" "012"
#> JC46_885.2_FE_S30_ JC46_886.2.117_FE_S30_
#> "012" "0212"
#> JC46_887.2.117_FE_S30_ JC46_888.2.117_FE_S30_
#> "0221" "0211"
#> JC46_889.2_FE_S30_ JC46_890.2_FE_S30_
#> "0211" "012"
#> JC46_891.2.118_FE_S30_ JC46_892.2_T.118_FE_S30_
#> "023" "013"
#> JC46_892.3_T.118_FE_S30_ JC46_894.1.118_FE_S30_
#> "034" "034"
#> JC46_895.1.118_FE_S30_ JC46_896.1.118_FE_S30_
#> "034" "013"
#> JC46_897.1_emperi_big.118_FE_S30_ JC46_898.1_FE_S30_
#> "0213" "013"
#> JC46_899.1_FE_S30_ JC46_900.1.119_FE_S30_
#> "0222" "012"
#> JC46_901.1.119_FE_S30_ JC46_902.1_FE_S30_
#> "012" "023"
#> JC46_903.1.120_FE_S30_ JC46_904.1.120_FE_S30_
#> "023" "014"
#> JC46_895.3_..118_FE_S30_ JC46_894.2.118_FE_S30_
#> "023" "013"
#> JC46_895.2.118_FE_S30_ JC46_896.2.118_FE_S30_
#> "013" "0213"
#> JC46_897.2.118_FE_S30_ JC46_898.2_FE_S30_
#> "034" "013"
#> JC46_899.2_FE_S30_ JC46_900.2.119_FE_S30_
#> "0213" "012"
#> JC46_901.2.119_FE_S30_ JC46_902.2_FE_S30_
#> "012" "023"
#> JC46_903.2.120_FE_S30_ JC46_904.2.120_FE_S30_
#> "023" "0221"
#> JC46_905.1.120_FE_S30_ JC46_906.1.120_FE_S30_
#> "014" "013"
#> JC46_906.3.120_FE_S30_ JC46_908.1_T_FE_S30_
#> "023" "011"
#> JC46_909.1.121_FE_S30_ JC46_910.1.121_FE_S30_
#> "0212" "0212"
#> JC46_911.1.121_FE_S30_ JC46_912.3_..121_FE_S30_
#> "0212" "023"
#> JC46_913.1_FE_S30_ JC46_914.1_FE_S30_
#> "012" "013"
#> JC46_915.1_FE_S30_ JC46_916.1_FE_S30_
#> "012" "012"
#> JC46_905.2.120_FE_S30_ JC46_906.2_..120_FE_S30_
#> "034" "011"
#> JC46_908.3_T_FE_S30_ JC46_908.2_T_FE_S30_
#> "012" "011"
#> JC46_909.2.121_FE_S30_ JC46_910.2.121_FE_S30_
#> "0212" "012"
#> JC46_911.2.121_FE_S30_ JC46_912.4.121_FE_S30_
#> "023" "0213"
#> JC46_913.2_FE_S30_ JC46_914.2_FE_S30_
#> "012" "0212"
#> JC46_915.2_FE_S30_ JC46_916.2_FE_S30_
#> "012" "032"
#> JC48P4_917_HSC_FE_S8_ JC48P4_918_HSC_FE_S8_
#> "031" "031"
#> JC48P4_919_HSC_FE_S8_ JC48P4_920_HSC_FE_S8_
#> "033" "033"
#> JC48P4_921_HSC_FE_S8_ JC48P4_922_HSC_FE_S8_
#> "031" "031"
#> JC48P4_923_HSC_FE_S8_ JC48P4_924_HSC_FE_S8_
#> "031" "031"
#> JC48P4_925_HSC_FE_S8_ JC48P4_926_HSC_FE_S8_
#> "033" "031"
#> JC48P4_927_HSC_FE_S8_ JC48P4_928_HSC_FE_S8_
#> "031" "031"
#> JC48P4_929_HSC_FE_S8_ JC48P4_930_HSC_FE_S8_
#> "033" "031"
#> JC48P4_931_HSC_FE_S8_ JC48P4_932_HSC_FE_S8_
#> "033" "031"
#> JC48P4_933_HSC_FE_S8_ JC48P4_934_HSC_FE_S8_
#> "031" "033"
#> JC48P4_935_HSC_FE_S8_ JC48P4_936_HSC_FE_S8_
#> "031" "031"
#> JC48P4_937_HSC_FE_S8_ JC48P4_938_HSC_FE_S8_
#> "031" "014"
#> JC48P4_939_HSC_FE_S8_ JC48P4_940_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_941_HSC_FE_S8_ JC48P4_942_HSC_FE_S8_
#> "031" "031"
#> JC48P4_943_HSC_FE_S8_ JC48P4_944_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_945_HSC_FE_S8_ JC48P4_946_HSC_FE_S8_
#> "031" "031"
#> JC48P4_947_HSC_FE_S8_ JC48P4_948_HSC_FE_S8_
#> "031" "031"
#> JC48P4_949_HSC_FE_S8_ JC48P4_950_HSC_FE_S8_
#> "033" "031"
#> JC48P4_951_HSC_FE_S8_ JC48P4_952_HSC_FE_S8_
#> "031" "033"
#> JC48P4_953_HSC_FE_S8_ JC48P4_954_HSC_FE_S8_
#> "031" "031"
#> JC48P4_955_HSC_FE_S8_ JC48P4_956_HSC_FE_S8_
#> "031" "031"
#> JC48P4_957_HSC_FE_S8_ JC48P4_958_HSC_FE_S8_
#> "031" "031"
#> JC48P4_959_HSC_FE_S8_ JC48P4_960_HSC_FE_S8_
#> "031" "031"
#> JC48P4_961_HSC_FE_S8_ JC48P4_962_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_963_HSC_FE_S8_ JC48P4_964_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_965_HSC_FE_S8_ JC48P4_966_HSC_FE_S8_
#> "031" "033"
#> JC48P4_967_HSC_FE_S8_ JC48P4_968_HSC_FE_S8_
#> "031" "031"
#> JC48P4_969_HSC_FE_S8_ JC48P4_970_HSC_FE_S8_
#> "0211" "031"
#> JC48P4_971_HSC_FE_S8_ JC48P4_972_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_973_HSC_FE_S8_ JC48P4_974_HSC_FE_S8_
#> "031" "031"
#> JC48P4_975_HSC_FE_S8_ JC48P4_976_HSC_FE_S8_
#> "031" "031"
#> JC48P4_977_HSC_FE_S8_ JC48P4_978_HSC_FE_S8_
#> "0213" "031"
#> JC48P4_979_HSC_FE_S8_ JC48P4_980_HSC_FE_S8_
#> "031" "031"
#> JC48P4_981_HSC_FE_S8_ JC48P4_982_HSC_FE_S8_
#> "0211" "031"
#> JC48P4_983_HSC_FE_S8_ JC48P4_984_HSC_FE_S8_
#> "031" "033"
#> JC48P4_985_HSC_FE_S8_ JC48P4_986_HSC_FE_S8_
#> "031" "0213"
#> JC48P4_987_HSC_FE_S8_ JC48P4_988_HSC_FE_S8_
#> "031" "031"
#> JC48P4_989_HSC_FE_S8_ JC48P4_990_HSC_FE_S8_
#> "031" "031"
#> JC48P4_991_HSC_FE_S8_ JC48P4_992_HSC_FE_S8_
#> "031" "031"
#> JC48P4_993_HSC_FE_S8_ JC48P4_994_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_995_HSC_FE_S8_ JC48P4_996_HSC_FE_S8_
#> "031" "031"
#> JC48P4_997_HSC_FE_S8_ JC48P4_998_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_999_HSC_FE_S8_ JC48P4_1000_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_1001_HSC_FE_S8_ JC48P4_1002_HSC_FE_S8_
#> "031" "014"
#> JC48P4_1004_HSC_FE_S8_ JC48P4_1005_HSC_FE_S8_
#> "031" "031"
#> JC48P4_1006_HSC_FE_S8_ JC48P4_1007_HSC_FE_S8_
#> "033" "031"
#> JC48P4_1008_HSC_FE_S8_ JC48P4_1009_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_1010_HSC_FE_S8_ JC48P4_1011_HSC_FE_S8_
#> "0211" "031"
#> JC48P4_1012_HSC_FE_S8_ JC48P7_1013_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1014_HSC_FE_S8_ JC48P7_1015_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1016_HSC_FE_S8_ JC48P7_1017_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1018_HSC_FE_S8_ JC48P7_1019_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1020_HSC_FE_S8_ JC48P7_1022_HSC_FE_S8_
#> "0222" "033"
#> JC48P7_1023_HSC_FE_S8_ JC48P7_1024_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1025_HSC_FE_S8_ JC48P7_1026_HSC_FE_S8_
#> "033" "014"
#> JC48P7_1027_HSC_FE_S8_ JC48P7_1028_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1029_HSC_FE_S8_ JC48P7_1030_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1031_HSC_FE_S8_ JC48P7_1032_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1033_HSC_FE_S8_ JC48P7_1034_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1035_HSC_FE_S8_ JC48P7_1036_HSC_FE_S8_
#> "033" "014"
#> JC48P7_1037_HSC_FE_S8_ JC48P7_1038_HSC_FE_S8_
#> "033" "0211"
#> JC48P7_1039_HSC_FE_S8_ JC48P7_1040_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1041_HSC_FE_S8_ JC48P7_1042_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1043_HSC_FE_S8_ JC48P7_1044_HSC_FE_S8_
#> "014" "033"
#> JC48P7_1045_HSC_FE_S8_ JC48P7_1046_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1047_HSC_FE_S8_ JC48P7_1048_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1049_HSC_FE_S8_ JC48P7_1050_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1051_HSC_FE_S8_ JC48P7_1052_HSC_FE_S8_
#> "0211" "033"
#> JC48P7_1053_HSC_FE_S8_ JC48P7_1054_HSC_FE_S8_
#> "031" "0211"
#> JC48P7_1055_HSC_FE_S8_ JC48P7_1056_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1057_HSC_FE_S8_ JC48P7_1058_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1059_HSC_FE_S8_ JC48P7_1060_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1061_HSC_FE_S8_ JC48P7_1062_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1063_HSC_FE_S8_ JC48P7_1064_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1065_HSC_FE_S8_ JC48P7_1066_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1067_HSC_FE_S8_ JC48P7_1068_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1070_HSC_FE_S8_ JC48P7_1071_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1072_HSC_FE_S8_ JC48P7_1073_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1074_HSC_FE_S8_ JC48P7_1075_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1076_HSC_FE_S8_ JC48P7_1077_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1078_HSC_FE_S8_ JC48P7_1079_HSC_FE_S8_
#> "011" "033"
#> JC48P7_1080_HSC_FE_S8_ JC48P7_1081_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1082_HSC_FE_S8_ JC48P7_1083_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1084_HSC_FE_S8_ JC48P7_1085_HSC_FE_S8_
#> "0211" "011"
#> JC48P7_1086_HSC_FE_S8_ JC48P7_1087_HSC_FE_S8_
#> "023" "031"
#> JC48P7_1088_HSC_FE_S8_ JC48P7_1089_HSC_FE_S8_
#> "031" "0213"
#> JC48P7_1090_HSC_FE_S8_ JC48P7_1091_HSC_FE_S8_
#> "031" "0211"
#> JC48P7_1092_HSC_FE_S8_ JC48P7_1093_HSC_FE_S8_
#> "0211" "0211"
#> JC48P7_1094_HSC_FE_S8_ JC48P7_1095_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1096_HSC_FE_S8_ JC48P7_1097_HSC_FE_S8_
#> "014" "033"
#> JC48P7_1098_HSC_FE_S8_ JC48P7_1099_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1100_HSC_FE_S8_ JC48P7_1101_HSC_FE_S8_
#> "0211" "031"
#> JC48P7_1102_HSC_FE_S8_ JC48P7_1103_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1104_HSC_FE_S8_ JC48P7_1105_HSC_FE_S8_
#> "0211" "031"
#> JC48P7_1106_HSC_FE_S8_ JC48P7_1107_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1108_HSC_FE_S8_ JC48P6_1109_HSC_FE_S8_
#> "0211" "031"
#> JC48P6_1110_HSC_FE_S8_ JC48P6_1111_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1112_HSC_FE_S8_ JC48P6_1113_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1114_HSC_FE_S8_ JC48P6_1115_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1116_HSC_FE_S8_ JC48P6_1117_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1118_HSC_FE_S8_ JC48P6_1119_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1120_HSC_FE_S8_ JC48P6_1121_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1122_HSC_FE_S8_ JC48P6_1123_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1124_HSC_FE_S8_ JC48P6_1125_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1126_HSC_FE_S8_ JC48P6_1127_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1128_HSC_FE_S8_ JC48P6_1129_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1130_HSC_FE_S8_ JC48P6_1131_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1132_HSC_FE_S8_ JC48P6_1133_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1134_HSC_FE_S8_ JC48P6_1135_HSC_FE_S8_
#> "033" "023"
#> JC48P6_1136_HSC_FE_S8_ JC48P6_1137_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1138_HSC_FE_S8_ JC48P6_1139_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1140_HSC_FE_S8_ JC48P6_1141_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1142_HSC_FE_S8_ JC48P6_1143_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1144_HSC_FE_S8_ JC48P6_1145_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1146_HSC_FE_S8_ JC48P6_1147_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1148_HSC_FE_S8_ JC48P6_1149_HSC_FE_S8_
#> "023" "033"
#> JC48P6_1150_HSC_FE_S8_ JC48P6_1151_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1152_HSC_FE_S8_ JC48P6_1153_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1154_HSC_FE_S8_ JC48P6_1155_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1156_HSC_FE_S8_ JC48P6_1157_HSC_FE_S8_
#> "023" "031"
#> JC48P6_1158_HSC_FE_S8_ JC48P6_1159_HSC_FE_S8_
#> "033" "0211"
#> JC48P6_1160_HSC_FE_S8_ JC48P6_1161_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1162_HSC_FE_S8_ JC48P6_1163_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1164_HSC_FE_S8_ JC48P6_1165_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1166_HSC_FE_S8_ JC48P6_1167_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1168_HSC_FE_S8_ JC48P6_1169_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1170_HSC_FE_S8_ JC48P6_1171_HSC_FE_S8_
#> "023" "031"
#> JC48P6_1172_HSC_FE_S8_ JC48P6_1173_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1174_HSC_FE_S8_ JC48P6_1175_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1176_HSC_FE_S8_ JC48P6_1177_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1178_HSC_FE_S8_ JC48P6_1179_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1180_HSC_FE_S8_ JC48P6_1181_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1182_HSC_FE_S8_ JC48P6_1183_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1184_HSC_FE_S8_ JC48P6_1185_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1186_HSC_FE_S8_ JC48P6_1187_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1188_HSC_FE_S8_ JC48P6_1189_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1190_HSC_FE_S8_ JC48P6_1191_HSC_FE_S8_
#> "014" "031"
#> JC48P6_1192_HSC_FE_S8_ JC48P6_1193_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1194_HSC_FE_S8_ JC48P6_1195_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1196_HSC_FE_S8_ JC48P6_1197_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1198_HSC_FE_S8_ JC48P6_1199_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1200_HSC_FE_S8_ JC48P6_1201_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1202_HSC_FE_S8_ JC48P6_1203_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1204_HSC_FE_S8_
#> "031"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 1031))
#> JC4_349_HSC_FE_S13_ JC4_350_HSC_FE_S13_
#> "011" "011"
#> JC4_351_HSC_FE_S13_ JC4_352_HSC_FE_S13_
#> "011" "011"
#> JC4_353_HSC_FE_S13_ JC4_354_HSC_FE_S13_
#> "011" "011"
#> JC4_355_HSC_FE_S13_ JC4_356_HSC_FE_S13_
#> "011" "011"
#> JC4_357_HSC_FE_S13_ JC4_358_HSC_FE_S13_
#> "011" "011"
#> JC4_359_HSC_FE_S13_ JC4_360_HSC_FE_S13_
#> "011" "033"
#> JC4_361_HSC_FE_S13_ JC4_362_HSC_FE_S13_
#> "011" "011"
#> JC4_363_HSC_FE_S13_ JC4_364_HSC_FE_S13_
#> "033" "011"
#> JC4_365_HSC_FE_S13_ JC4_366_HSC_FE_S13_
#> "011" "014"
#> JC4_368_HSC_FE_S13_ JC4_369_HSC_FE_S13_
#> "011" "011"
#> JC4_371_HSC_FE_S13_ JC4_372_HSC_FE_S13_
#> "011" "011"
#> JC4_373_HSC_FE_S13_ JC4_374_HSC_FE_S13_
#> "014" "011"
#> JC4_375_HSC_FE_S13_ JC4_376_HSC_FE_S13_
#> "011" "011"
#> JC4_377_HSC_FE_S13_ JC4_378_HSC_FE_S13_
#> "011" "011"
#> JC4_379_HSC_FE_S13_ JC4_380_HSC_FE_S13_
#> "011" "011"
#> JC4_382_HSC_FE_S13_ JC4_383_HSC_FE_S13_
#> "011" "011"
#> JC4_384_HSC_FE_S13_ JC4_385_HSC_FE_S13_
#> "033" "011"
#> JC4_386_HSC_FE_S13_ JC4_387_HSC_FE_S13_
#> "011" "011"
#> JC4_388_HSC_FE_S13_ JC4_389_HSC_FE_S13_
#> "011" "011"
#> JC4_390_HSC_FE_S13_ JC4_391_HSC_FE_S13_
#> "011" "011"
#> JC4_392_HSC_FE_S13_ JC4_393_HSC_FE_S13_
#> "011" "011"
#> JC4_394_HSC_FE_S13_ JC4_395_HSC_FE_S13_
#> "011" "011"
#> JC4_397_HSC_FE_S13_ JC4_398_HSC_FE_S13_
#> "014" "011"
#> JC4_399_HSC_FE_S13_ JC4_400_HSC_FE_S13_
#> "014" "031"
#> JC4_401_HSC_FE_S13_ JC4_402_HSC_FE_S13_
#> "011" "011"
#> JC4_403_HSC_FE_S13_ JC4_404_HSC_FE_S13_
#> "011" "011"
#> JC4_405_HSC_FE_S13_ JC4_406_HSC_FE_S13_
#> "011" "011"
#> JC4_407_HSC_FE_S13_ JC4_408_HSC_FE_S13_
#> "011" "011"
#> JC4_409_HSC_FE_S13_ JC4_410_HSC_FE_S13_
#> "011" "011"
#> JC4_411_HSC_FE_S13_ JC4_412_HSC_FE_S13_
#> "011" "011"
#> JC4_413_HSC_FE_S13_ JC4_414_HSC_FE_S13_
#> "011" "011"
#> JC4_415_HSC_FE_S13_ JC4_416_HSC_FE_S13_
#> "011" "011"
#> JC4_417_HSC_FE_S13_ JC4_418_HSC_FE_S13_
#> "011" "011"
#> JC4_419_HSC_FE_S13_ JC4_420_HSC_FE_S13_
#> "011" "011"
#> JC4_421_HSC_FE_S13_ JC4_422_HSC_FE_S13_
#> "011" "011"
#> JC4_423_HSC_FE_S13_ JC4_424_HSC_FE_S13_
#> "011" "011"
#> JC4_425_HSC_FE_S13_ JC4_426_HSC_FE_S13_
#> "011" "011"
#> JC4_427_HSC_FE_S13_ JC4_428_HSC_FE_S13_
#> "011" "011"
#> JC4_429_HSC_FE_S13_ JC4_430_HSC_FE_S13_
#> "011" "011"
#> JC4_431_HSC_FE_S13_ JC4_432_HSC_FE_S13_
#> "011" "011"
#> JC4_433_HSC_FE_S13_ JC4_434_HSC_FE_S13_
#> "011" "011"
#> JC4_435_HSC_FE_S13_ JC4_436_HSC_FE_S13_
#> "011" "011"
#> JC20_1.1_FE_S25_ JC20_2.1_FE_S25_
#> "011" "011"
#> JC20_3.1_FE_S25_ JC20_4.1_FE_S25_
#> "011" "011"
#> JC20_5.1_FE_S25_ JC20_6.1_FE_S25_
#> "011" "011"
#> JC20_7.1_FE_S25_ JC20_8.1_FE_S25_
#> "011" "011"
#> JC20_9.1_FE_S25_ JC20_10.1_FE_S25_
#> "011" "011"
#> JC20_11.1_FE_S25_ JC20_12.1_FE_S25_
#> "011" "011"
#> JC20_1.2_FE_S25_ JC20_2.2_FE_S25_
#> "011" "011"
#> JC20_3.2_FE_S25_ JC20_4.2_FE_S25_
#> "011" "011"
#> JC20_5.2_FE_S25_ JC20_6.2_FE_S25_
#> "032" "011"
#> JC20_7.2_FE_S25_ JC20_8.2_FE_S25_
#> "011" "011"
#> JC20_9.2_FE_S25_ JC20_10.2_FE_S25_
#> "011" "011"
#> JC20_11.2_FE_S25_ JC20_12.2_FE_S25_
#> "011" "011"
#> JC20_13.1_FE_S25_ JC20_14.1_FE_S25_
#> "011" "011"
#> JC20_15.1_FE_S25_ JC20_16.1_FE_S25_
#> "011" "011"
#> JC20_17.1_FE_S25_ JC20_18.1_FE_S25_
#> "011" "014"
#> JC20_19.1_FE_S25_ JC20_20.1_FE_S25_
#> "011" "011"
#> JC20_21.1_FE_S25_ JC20_22.1_FE_S25_
#> "011" "011"
#> JC20_23.1_FE_S25_ JC20_24.1_FE_S25_
#> "012" "011"
#> JC20_13.2_FE_S25_ JC20_14.2_FE_S25_
#> "011" "011"
#> JC20_15.2_FE_S25_ JC20_16.2_FE_S25_
#> "011" "011"
#> JC20_17.2_FE_S25_ JC20_18.2_FE_S25_
#> "011" "011"
#> JC20_19.2_FE_S25_ JC20_20.2_FE_S25_
#> "011" "012"
#> JC20_21.2_FE_S25_ JC20_22.2_big_FE_S25_
#> "011" "011"
#> JC20_23.2_FE_S25_ JC20_24.2_FE_S25_
#> "011" "011"
#> JC20_25.1_FE_S25_ JC20_26.1_FE_S25_
#> "011" "012"
#> JC20_27.1_FE_S25_ JC20_29.1_FE_S25_
#> "011" "0211"
#> JC20_33.1_FE_S25_ JC20_34.1_FE_S25_
#> "011" "011"
#> JC20_36.1_FE_S25_ JC20_25.2_FE_S25_
#> "011" "011"
#> JC20_26.2_FE_S25_ JC20_27.2_FE_S25_
#> "011" "011"
#> JC20_28.2_FE_S25_ JC20_29.2_FE_S25_
#> "011" "011"
#> JC20_30.2_FE_S25_ JC20_31.2_FE_S25_
#> "011" "011"
#> JC20_33.2_FE_S25_ JC20_34.2_FE_S25_
#> "011" "011"
#> JC20_35.2_FE_S25_ JC20_36.2_FE_S25_
#> "011" "011"
#> JC20_37.1_FE_S25_ JC20_39.1_FE_S25_
#> "011" "011"
#> JC20_41.1_FE_S25_ JC20_42.1.1_FE_S25_
#> "011" "011"
#> JC20_43.1.1_FE_S25_ JC20_44.1.1_FE_S25_
#> "011" "011"
#> JC20_45.1.2_FE_S25_ JC20_46.1.2_FE_S25_
#> "011" "011"
#> JC20_48.1.2_FE_S25_ JC20_37.2_FE_S25_
#> "013" "011"
#> JC20_38.2_FE_S25_ JC20_39.2_FE_S25_
#> "011" "011"
#> JC20_40.2_FE_S25_ JC20_41.2_FE_S25_
#> "011" "011"
#> JC20_42.2.1_FE_S25_ JC20_43.2.1_FE_S25_
#> "013" "014"
#> JC20_44.2.1_FE_S25_ JC20_45.2.2_FE_S25_
#> "011" "011"
#> JC20_46.2.2_FE_S25_ JC20_47.2.2_FE_S25_
#> "014" "034"
#> JC20_48.2.2_FE_S25_ JC21_49.1_FE_S25_
#> "011" "011"
#> JC21_50.1_FE_S25_ JC21_51.1_FE_S25_
#> "012" "022"
#> JC21_52.1_FE_S25_ JC21_53.1_FE_S25_
#> "011" "012"
#> JC21_54.1_FE_S25_ JC21_55.1_FE_S25_
#> "011" "012"
#> JC21_56.1_FE_S25_ JC21_57.1_FE_S25_
#> "014" "011"
#> JC21_58.1_FE_S25_ JC21_59.1_FE_S25_
#> "011" "011"
#> JC21_60.1_FE_S25_ JC21_49.2_FE_S25_
#> "011" "012"
#> JC21_50.2_FE_S25_ JC21_51.2_FE_S25_
#> "011" "022"
#> JC21_52.2_FE_S25_ JC21_53.2_FE_S25_
#> "011" "012"
#> JC21_54.2_FE_S25_ JC21_55.2_FE_S25_
#> "011" "012"
#> JC21_56.2_FE_S25_ JC21_57.2_FE_S25_
#> "0211" "012"
#> JC21_58.2_FE_S25_ JC21_59.2_FE_S25_
#> "011" "012"
#> JC21_60.2_FE_S25_ JC21_61.1_FE_S25_
#> "022" "012"
#> JC21_62.1_FE_S25_ JC21_63.1_FE_S25_
#> "012" "014"
#> JC21_64.1_FE_S25_ JC21_65.1_FE_S25_
#> "014" "011"
#> JC21_66.1_FE_S25_ JC21_67.1_FE_S25_
#> "011" "011"
#> JC21_68.1_FE_S25_ JC21_69.1_FE_S25_
#> "011" "034"
#> JC21_70.1_FE_S25_ JC21_71.1_FE_S25_
#> "011" "014"
#> JC21_72.1_FE_S25_ JC21_61.2_FE_S25_
#> "011" "012"
#> JC21_62.2_FE_S25_ JC21_63.2_FE_S25_
#> "012" "011"
#> JC21_64.2_FE_S25_ JC21_65.2_FE_S25_
#> "012" "012"
#> JC21_66.2_FE_S25_ JC21_67.2_FE_S25_
#> "023" "032"
#> JC21_68.2_FE_S25_ JC21_69.2_FE_S25_
#> "032" "011"
#> JC21_70.2_FE_S25_ JC21_71.2_FE_S25_
#> "011" "011"
#> JC21_72.2_FE_S25_ JC21_73.1_FE_S25_
#> "011" "011"
#> JC21_74.1_FE_S25_ JC21_75.1_FE_S25_
#> "014" "011"
#> JC21_76.1_FE_S25_ JC21_77.1_FE_S25_
#> "022" "011"
#> JC21_78.1_FE_S25_ JC21_79.1_FE_S25_
#> "014" "011"
#> JC21_80.1_FE_S25_ JC21_81.1_FE_S25_
#> "011" "013"
#> JC21_82.1_FE_S25_ JC21_83.1_FE_S25_
#> "011" "032"
#> JC21_84.1_FE_S25_ JC21_73.2_FE_S25_
#> "0211" "014"
#> JC21_74.2_FE_S25_ JC21_75.2_FE_S25_
#> "012" "011"
#> JC21_76.2_FE_S25_ JC21_77.2_FE_S25_
#> "022" "011"
#> JC21_78.2_FE_S25_ JC21_79.2_FE_S25_
#> "011" "011"
#> JC21_80.2_FE_S25_ JC21_81.2_FE_S25_
#> "032" "011"
#> JC21_82.2_FE_S25_ JC21_83.2_FE_S25_
#> "011" "011"
#> JC21_84.2_FE_S25_ JC21_85.1_FE_S25_
#> "011" "011"
#> JC21_86.1_FE_S25_ JC21_87.1_FE_S25_
#> "011" "011"
#> JC21_88.1_FE_S25_ JC21_89.1_FE_S25_
#> "011" "011"
#> JC21_90.1_FE_S25_ JC21_91.1_FE_S25_
#> "011" "011"
#> JC21_92.1_FE_S25_ JC21_93.1_FE_S25_
#> "011" "011"
#> JC21_94.1_FE_S25_ JC21_95.1_FE_S25_
#> "011" "011"
#> JC21_96.1_FE_S25_ JC21_85.2_FE_S25_
#> "011" "012"
#> JC21_86.2_FE_S25_ JC21_87.2_FE_S25_
#> "011" "011"
#> JC21_88.2_FE_S25_ JC21_89.2_FE_S25_
#> "011" "011"
#> JC21_90.2_FE_S25_ JC21_91.2_FE_S25_
#> "011" "011"
#> JC21_92.2_FE_S25_ JC21_93.2_FE_S25_
#> "011" "011"
#> JC21_94.2_FE_S25_ JC21_95.2_FE_S25_
#> "011" "011"
#> JC21_96.2_FE_S25_ JC26_98.1_S32_
#> "011" "011"
#> JC26_99.1_S32_ JC26_100.1_W_S32_
#> "032" "0212"
#> JC26_101.1_S32_ JC26_102.1_S32_
#> "032" "011"
#> JC26_103.1_S32_ JC26_104.1_S32_
#> "013" "013"
#> JC26_106.1.3_S32_ JC26_108.1.3_S32_
#> "012" "011"
#> JC26_146_S32_ JC26_98.2_S32_
#> "032" "011"
#> JC26_99.2_S32_ JC26_100.2_W_S32_
#> "0211" "022"
#> JC26_101.2_S32_ JC26_102.2_S32_
#> "011" "013"
#> JC26_103.2_S32_ JC26_104.2_S32_
#> "014" "022"
#> JC26_105.2.3_S32_ JC26_106.2.3_S32_
#> "012" "011"
#> JC26_107.2.3_S32_ JC26_108.2.3_S32_
#> "011" "012"
#> JC26_109.1.3_S32_ JC26_110.1.4_S32_
#> "014" "011"
#> JC26_111.1.4_S32_ JC26_112.1.4_S32_
#> "011" "013"
#> JC26_113.1.4_S32_ JC26_114.1_S32_
#> "012" "032"
#> JC26_115.1.5_S32_ JC26_116.1.5_S32_
#> "014" "032"
#> JC26_117.1.5_S32_ JC26_118.1_S32_
#> "011" "034"
#> JC26_119.1_W.6_S32_ JC26_120.1.6_S32_
#> "013" "014"
#> JC26_109.2.3_S32_ JC26_110.2.4_S32_
#> "032" "011"
#> JC26_111.2.4_S32_ JC26_112.2.4_S32_
#> "022" "013"
#> JC26_113.2.4_S32_ JC26_114.2_S32_
#> "014" "011"
#> JC26_115.2.5_S32_ JC26_116.2.5_S32_
#> "014" "022"
#> JC26_117.2.5_S32_ JC26_118.2_S32_
#> "011" "011"
#> JC26_119.2_W.6_S32_ JC26_120.2.6_S32_
#> "034" "011"
#> JC26_121.1.6_S32_ JC26_122.1.6_S32_
#> "022" "011"
#> JC26_123.1.6_S32_ JC26_125.1.6_S32_
#> "011" "023"
#> JC26_127.1_S32_ JC26_128.1.7_S32_
#> "032" "022"
#> JC26_129.1_W.7_S32_ JC26_130.1.7_S32_
#> "011" "022"
#> JC26_131.1.7_S32_ JC26_132.1.7_S32_
#> "0211" "023"
#> JC26_121.2.6_S32_ JC26_122.2.6_S32_
#> "032" "032"
#> JC26_123.2.6_S32_ JC26_124.2.6_S32_
#> "032" "014"
#> JC26_125.2.6_S32_ JC26_126.2_S32_
#> "014" "011"
#> JC26_127.2_S32_ JC26_128.2.7_S32_
#> "013" "022"
#> JC26_129.2_W.7_S32_ JC26_130.2.7_S32_
#> "011" "011"
#> JC26_131.2.7_S32_ JC26_132.2.7_S32_
#> "011" "011"
#> JC26_135.1.7_S32_ JC26_136.1.7_S32_
#> "014" "014"
#> JC26_137.1.8_S32_ JC26_147.8_S32_
#> "011" "011"
#> JC26_139.1.8_S32_ JC26_140.1.8_S32_
#> "011" "014"
#> JC26_141.1_S32_ JC26_142.1_S32_
#> "011" "011"
#> JC26_143.1_W_S32_ JC26_144.1_S32_
#> "022" "011"
#> JC26_134.2.7_S32_ JC26_135.2.7_S32_
#> "011" "013"
#> JC26_136.2.7_S32_ JC26_137.2.8_S32_
#> "013" "012"
#> JC26_140.2.8_S32_ JC26_141.2_S32_
#> "011" "011"
#> JC26_143.2_W_S32_ JC26_144.2_S32_
#> "011" "011"
#> JC27_149.1_W.9_MA_S33_ JC27_151.1.9_MA_S33_
#> "011" "011"
#> JC27_152.1.9_MA_S33_ JC27_153.1.9_MA_S33_
#> "011" "011"
#> JC27_154.1.9_MA_S33_ JC27_155.1.9_MA_S33_
#> "011" "011"
#> JC27_156.1.9_MA_S33_ JC27_157.1_MA_S33_
#> "011" "0212"
#> JC27_158.1_MA_S33_ JC27_159.1_MA_S33_
#> "011" "011"
#> JC27_160.1_MA_S33_ JC27_149.2_W.9_MA_S33_
#> "011" "0213"
#> JC27_150.2.9_MA_S33_ JC27_151.2_big.9_MA_S33_
#> "011" "014"
#> JC27_152.2.9_MA_S33_ JC27_153.2.9_MA_S33_
#> "014" "032"
#> JC27_154.2.9_MA_S33_ JC27_155.2.9_MA_S33_
#> "011" "011"
#> JC27_156.2.9_MA_S33_ JC27_157.2_MA_S33_
#> "013" "011"
#> JC27_158.2_MA_S33_ JC27_159.2_MA_S33_
#> "011" "022"
#> JC27_160.2_MA_S33_ JC27_162.1_MA_S33_
#> "022" "014"
#> JC27_163.1_MA_S33_ JC27_164.1_MA_S33_
#> "012" "0211"
#> JC27_165.1_MA_S33_ JC27_166.1_MA_S33_
#> "012" "012"
#> JC27_167.1_MA_S33_ JC27_168.1_MA_S33_
#> "011" "022"
#> JC27_169.1_MA_S33_ JC27_170.1_MA_S33_
#> "012" "022"
#> JC27_171.1_MA_S33_ JC27_172.1_MA_S33_
#> "014" "022"
#> JC27_161.2_MA_S33_ JC27_162.2_MA_S33_
#> "022" "011"
#> JC27_163.2_MA_S33_ JC27_164.2_MA_S33_
#> "022" "034"
#> JC27_165.2_MA_S33_ JC27_166.2_MA_S33_
#> "014" "013"
#> JC27_167.2_MA_S33_ JC27_168.2_MA_S33_
#> "013" "0212"
#> JC27_169.2_MA_S33_ JC27_170.2_MA_S33_
#> "022" "012"
#> JC27_172.2_MA_S33_ JC27_173.1_MA_S33_
#> "022" "013"
#> JC27_174.1_MA_S33_ JC27_175.1_MA_S33_
#> "013" "022"
#> JC27_177.1_big_MA_S33_ JC27_178.1_MA_S33_
#> "011" "022"
#> JC27_180.1_W_MA_S33_ JC27_181.1_MA_S33_
#> "011" "012"
#> JC27_182.1_W_MA_S33_ JC27_183.1_MA_S33_
#> "014" "022"
#> JC27_184.1_MA_S33_ JC27_173.2_big_MA_S33_
#> "0212" "011"
#> JC27_174.2_MA_S33_ JC27_175.2_MA_S33_
#> "023" "013"
#> JC27_176.2_W_MA_S33_ JC27_177.2_MA_S33_
#> "012" "011"
#> JC27_178.2_MA_S33_ JC27_179.2_MA_S33_
#> "011" "011"
#> JC27_180.2_W_MA_S33_ JC27_181.2_big_MA_S33_
#> "014" "011"
#> JC27_182.2_W_MA_S33_ JC27_183.2_MA_S33_
#> "011" "011"
#> JC27_184.2_MA_S33_ JC27_185.1_MA_S33_
#> "012" "022"
#> JC27_186.1_MA_S33_ JC27_187.1_MA_S33_
#> "011" "014"
#> JC27_188.1_MA_S33_ JC27_189.1_MA_S33_
#> "011" "014"
#> JC27_190.1_MA_S33_ JC27_191.1_MA_S33_
#> "011" "014"
#> JC27_192.1_W_MA_S33_ JC27_193.1_._big_MA_S33_
#> "0213" "014"
#> JC27_193.3_MA_S33_ JC27_195.1_MA_S33_
#> "011" "0212"
#> JC27_196.1_MA_S33_ JC27_185.2_MA_S33_
#> "0211" "011"
#> JC27_186.2_MA_S33_ JC27_187.2_MA_S33_
#> "011" "0212"
#> JC27_188.2_MA_S33_ JC27_189.2_MA_S33_
#> "0211" "011"
#> JC27_190.2_MA_S33_ JC27_191.2_MA_S33_
#> "013" "014"
#> JC27_192.2_W_MA_S33_ JC27_193.2_MA_S33_
#> "011" "011"
#> JC27_193.4_MA_S33_ JC27_195.2_MA_S33_
#> "013" "011"
#> JC27_196.2_MA_S33_ JC28_197.1_FE_S33_
#> "011" "014"
#> JC28_198.1_FE_S33_ JC28_200.1.23_FE_S33_
#> "011" "011"
#> JC28_201.1.23_FE_S33_ JC28_202.1_FE_S33_
#> "011" "011"
#> JC28_203.1_FE_S33_ JC28_205.1_FE_S33_
#> "011" "011"
#> JC28_206.1_FE_S33_ JC28_207.1_FE_S33_
#> "011" "011"
#> JC28_208.1_FE_S33_ JC28_197.2_FE_S33_
#> "011" "011"
#> JC28_198.2_big_FE_S33_ JC28_199.2.23_FE_S33_
#> "011" "011"
#> JC28_201.2.23_FE_S33_ JC28_202.2_FE_S33_
#> "011" "014"
#> JC28_203.2_FE_S33_ JC28_204.2_FE_S33_
#> "013" "011"
#> JC28_205.2_FE_S33_ JC28_206.2_FE_S33_
#> "011" "014"
#> JC28_207.2_FE_S33_ JC28_208.2_FE_S33_
#> "011" "011"
#> JC28_210.1_FE_S33_ JC28_211.1_FE_S33_
#> "011" "014"
#> JC28_212.1_FE_S33_ JC28_213.1.26_FE_S33_
#> "023" "011"
#> JC28_214.1.26_FE_S33_ JC28_215.1.26_FE_S33_
#> "013" "014"
#> JC28_216.1.26_FE_S33_ JC28_217.1.26_FE_S33_
#> "011" "034"
#> JC28_218.1_FE_S33_ JC28_220.1_FE_S33_
#> "014" "011"
#> JC28_209.2_FE_S33_ JC28_210.2_FE_S33_
#> "011" "034"
#> JC28_211.2_FE_S33_ JC28_212.2_FE_S33_
#> "023" "023"
#> JC28_214.2.26_FE_S33_ JC28_216.2.26_FE_S33_
#> "023" "011"
#> JC28_217.2.26_FE_S33_ JC28_218.2_FE_S33_
#> "014" "014"
#> JC28_219.2_FE_S33_ JC28_220.2_FE_S33_
#> "022" "0212"
#> JC28_222.1_FE_S33_ JC28_223.1_FE_S33_
#> "011" "032"
#> JC28_228.1.29_FE_S33_ JC28_229.1.29_FE_S33_
#> "011" "023"
#> JC28_230.1.29_FE_S33_ JC28_231.1_FE_S33_
#> "023" "011"
#> JC28_232.1_FE_S33_ JC28_221.2_FE_S33_
#> "011" "011"
#> JC28_222.2_FE_S33_ JC28_223.2_FE_S33_
#> "011" "011"
#> JC28_224.2_FE_S33_ JC28_225.2.29_FE_S33_
#> "014" "011"
#> JC28_226.2.29_FE_S33_ JC28_227.2.29_FE_S33_
#> "011" "011"
#> JC28_229.2.29_FE_S33_ JC28_230.2.29_FE_S33_
#> "011" "011"
#> JC28_232.2_FE_S33_ JC28_233.3_T_FE_S33_
#> "014" "032"
#> JC28_235.1_FE_S33_ JC28_236.1_FE_S33_
#> "011" "011"
#> JC28_237.1_FE_S33_ JC28_238.1_FE_S33_
#> "011" "011"
#> JC28_239.1_FE_S33_ JC28_240.1_FE_S33_
#> "011" "011"
#> JC28_241.1_FE_S33_ JC28_242.1_FE_S33_
#> "011" "011"
#> JC28_243.1_FE_S33_ JC28_244.1_FE_S33_
#> "011" "011"
#> JC28_233.2_T_FE_S33_ JC28_234.2_FE_S33_
#> "011" "011"
#> JC28_235.2_FE_S33_ JC28_236.2_FE_S33_
#> "011" "011"
#> JC28_237.2_FE_S33_ JC28_238.2_FE_S33_
#> "011" "011"
#> JC28_239.2_FE_S33_ JC28_240.2_FE_S33_
#> "011" "011"
#> JC28_241.2_FE_S33_ JC28_242.2_FE_S33_
#> "011" "011"
#> JC28_243.2_FE_S33_ JC30_245.1_MA
#> "011" "014"
#> JC30_246.1_MA JC30_247.1_MA
#> "011" "011"
#> JC30_248.1.32_MA JC30_249.1.32_MA
#> "014" "012"
#> JC30_250.1.32_MA JC30_251.1_MA
#> "011" "011"
#> JC30_252.1_T_MA JC30_252.3_T_MA
#> "034" "014"
#> JC30_254.1_MA JC30_255.1_MA
#> "014" "012"
#> JC30_256.1_MA JC30_245.2_MA
#> "011" "012"
#> JC30_246.2_MA JC30_247.2_MA
#> "022" "012"
#> JC30_248.2.32_MA JC30_249.2.32_MA
#> "011" "011"
#> JC30_250.2.32_MA JC30_251.2_MA
#> "011" "011"
#> JC30_252.2_T_MA JC30_254.3_MA
#> "011" "011"
#> JC30_254.2_._MA JC30_255.2_MA
#> "011" "013"
#> JC30_256.2_MA JC30_257.1_MA
#> "011" "011"
#> JC30_258.1.33_MA JC30_259.1_W.33_MA
#> "011" "011"
#> JC30_260.1_W.33_MA JC30_261.1.34_MA
#> "011" "011"
#> JC30_261.3.34_MA JC30_263.1.34_MA
#> "011" "011"
#> JC30_264.1_W.34_MA JC30_265.1_MA
#> "011" "012"
#> JC30_265.3_._big_MA JC30_265.4_MA
#> "014" "011"
#> JC30_268.1_MA JC30_257.2_MA
#> "034" "011"
#> JC30_258.2.33_MA JC30_259.2_W.33_MA
#> "011" "011"
#> JC30_260.2_W.33_MA JC30_261.2_..34_MA
#> "011" "011"
#> JC30_261.4.34_MA JC30_263.2.34_MA
#> "011" "011"
#> JC30_264.2_W.34_MA JC30_265.2_MA
#> "011" "011"
#> JC30_265.5_MA JC30_265.6_MA
#> "011" "014"
#> JC30_268.2_MA JC30_269.1_W_MA
#> "034" "011"
#> JC30_270.1_W_MA JC30_271.1_W_MA
#> "011" "011"
#> JC30_272.1_W_MA JC30_273.1_MA
#> "012" "011"
#> JC30_273.3_MA JC30_275.1_T_MA
#> "014" "011"
#> JC30_276.1_MA JC30_277.1_T_MA
#> "011" "011"
#> JC30_277.3_T_MA JC30_279.1_MA
#> "011" "011"
#> JC30_280.1_MA JC30_269.2_W_MA
#> "011" "011"
#> JC30_270.2_W_MA JC30_271.2_W_MA
#> "011" "011"
#> JC30_272.2_W_MA JC30_273.2_._MA
#> "011" "011"
#> JC30_275.3_T_MA JC30_275.2_T_MA
#> "011" "011"
#> JC30_276.2_MA JC30_277.2_T_MA
#> "011" "011"
#> JC30_279.3_._MA JC30_279.2_MA
#> "011" "011"
#> JC30_280.2_MA JC30_281.1_MA
#> "011" "011"
#> JC30_282.1_MA JC30_283.1_MA
#> "011" "011"
#> JC30_284.1_MA JC30_285.1_MA
#> "011" "011"
#> JC30_286.1_MA JC30_287.1_MA
#> "011" "011"
#> JC30_288.1_._MA JC30_288.3_MA
#> "014" "011"
#> JC30_290.1_MA JC30_291.1_MA
#> "011" "011"
#> JC30_292.1_MA JC30_281.2_MA
#> "011" "011"
#> JC30_282.2_MA JC30_283.2_MA
#> "011" "032"
#> JC30_284.2_MA JC30_285.2_MA
#> "011" "011"
#> JC30_286.2_MA JC30_287.2_MA
#> "011" "011"
#> JC30_288.2_MA JC30_289.2_MA
#> "011" "011"
#> JC30_289.1_MA JC30_291.2_MA
#> "014" "011"
#> JC30_292.2_MA JC32_293.1_W_
#> "011" "011"
#> JC32_294.1.37_ JC32_295.1_T.37_
#> "013" "011"
#> JC32_296.1_T.37_ JC32_296.3_T.37_
#> "011" "013"
#> JC32_298.1.37_ JC32_300.2_..38_
#> "022" "034"
#> JC32_300.3_..38_ JC32_302.1.38_
#> "011" "011"
#> JC32_303.1.38_ JC32_293.2_W_
#> "034" "011"
#> JC32_294.2.37_ JC32_295.2_T_W.37_
#> "011" "011"
#> JC32_296.2_T.37_ JC32_295.3_T_W.37_
#> "011" "011"
#> JC32_298.2_big.37_ JC32_299.2_
#> "011" "011"
#> JC32_300.1_..38_ JC32_300.4_..38_
#> "011" "011"
#> JC32_302.2.38_ JC32_303.2.38_
#> "011" "011"
#> JC32_304.2.39_ JC32_305.1.39_
#> "011" "011"
#> JC32_306.1.39_ JC32_307.1.39_
#> "011" "011"
#> JC32_308.1.40_ JC32_309.1_..40_
#> "011" "011"
#> JC32_309.3.40_ JC32_311.1.40_
#> "011" "011"
#> JC32_312.1.40_ JC32_314.1.41_
#> "011" "011"
#> JC32_315.1_T.41_ JC32_315.3_T.41_
#> "0212" "012"
#> JC32_305.2.39_ JC32_306.2.39_
#> "011" "011"
#> JC32_307.2.39_ JC32_308.2.40_
#> "013" "011"
#> JC32_309.2.40_ JC32_309.4.40_
#> "013" "011"
#> JC32_311.2.40_ JC32_312.2.40_
#> "011" "011"
#> JC32_313.2.40_ JC32_314.2.41_
#> "011" "011"
#> JC32_315.2_T.41_ JC32_317.3.41_
#> "013" "011"
#> JC32_317.1.41_ JC32_318.1.41_
#> "011" "011"
#> JC32_319.1.41_ JC32_320.1.41_
#> "013" "014"
#> JC32_321.1.41_ JC32_322.1.41_
#> "011" "0213"
#> JC32_323.1.42_ JC32_324.1.42_
#> "0213" "011"
#> JC32_325.1_W.42_ JC32_326.1_..42_
#> "011" "011"
#> JC32_326.3.42_ JC32_328.1.43_
#> "011" "013"
#> JC32_317.2_..41_ JC32_318.2.41_
#> "011" "011"
#> JC32_319.2.41_ JC32_320.2.41_
#> "011" "011"
#> JC32_321.2.41_ JC32_322.2.41_
#> "011" "011"
#> JC32_323.2.42_ JC32_324.2.42_
#> "011" "032"
#> JC32_325.2_W.42_ JC32_326.2.42_
#> "011" "011"
#> JC32_327.2.42_ JC32_328.2.43_
#> "011" "011"
#> JC32_329.1.43_ JC32_330.1.43_
#> "032" "034"
#> JC32_331.1.43_ JC32_331.3.43_
#> "011" "011"
#> JC32_333.1.43_ JC32_334.1.44_
#> "011" "011"
#> JC32_335.1.44_ JC32_336.1.44_
#> "011" "011"
#> JC32_337.1.44_ JC32_338.1.44_
#> "011" "013"
#> JC32_338.3_._big.44_ JC32_340.1_T_
#> "032" "011"
#> JC32_329.2.43_ JC32_330.2.43_
#> "013" "022"
#> JC32_331.2.43_ JC32_331.4_._big.43_
#> "011" "011"
#> JC32_333.2.43_ JC32_334.2.44_
#> "013" "011"
#> JC32_335.2.44_ JC32_336.2.44_
#> "023" "011"
#> JC32_337.2.44_ JC32_338.2.44_
#> "011" "013"
#> JC32_340.3_T_ JC32_340.2_T_
#> "022" "013"
#> JC35_437.1.45_MA_S45_ JC35_437.3_._big.45_MA_S45_
#> "011" "013"
#> JC35_437.5.45_MA_S45_ JC35_437.7.45_MA_S45_
#> "011" "011"
#> JC35_441.1.46_MA_S45_ JC35_442.1.46_MA_S45_
#> "011" "011"
#> JC35_443.1.47_MA_S45_ JC35_444.1_T.47_MA_S45_
#> "011" "011"
#> JC35_444.3_T.47_MA_S45_ JC35_446.1.48_MA_S45_
#> "011" "011"
#> JC35_447.1.48_MA_S45_ JC35_448.1.48_MA_S45_
#> "011" "011"
#> JC35_437.2.45_MA_S45_ JC35_437.4.45_MA_S45_
#> "011" "011"
#> JC35_437.6.45_MA_S45_ JC35_437.8.45_MA_S45_
#> "011" "011"
#> JC35_441.2.46_MA_S45_ JC35_442.2.46_MA_S45_
#> "011" "011"
#> JC35_443.2.47_MA_S45_ JC35_444.2_T.47_MA_S45_
#> "011" "011"
#> JC35_451.3_._big.48_MA_S45_ JC35_446.2.48_MA_S45_
#> "011" "011"
#> JC35_447.2.48_MA_S45_ JC35_448.2.48_MA_S45_
#> "011" "012"
#> JC35_449.1.48_MA_S45_ JC35_450.1.48_MA_S45_
#> "014" "011"
#> JC35_451.1.48_MA_S45_ JC35_452.1_adi_MA_S45_
#> "011" "011"
#> JC35_453.1_._MA_S45_ JC35_453.3_MA_S45_
#> "012" "011"
#> JC35_455.1_T_MA_S45_ JC35_456.1.49_MA_S45_
#> "011" "034"
#> JC35_457.1.49_MA_S45_ JC35_458.1.49_MA_S45_
#> "013" "014"
#> JC35_459.1.50_MA_S45_ JC35_460.1.50_MA_S45_
#> "012" "012"
#> JC35_449.2.48_MA_S45_ JC35_450.2.48_MA_S45_
#> "011" "011"
#> JC35_451.2.48_MA_S45_ JC35_445.1_adi_MA_S45_
#> "014" "011"
#> JC35_453.2_MA_S45_ JC35_455.3_T_MA_S45_
#> "012" "011"
#> JC35_455.2_T_MA_S45_ JC35_456.2.49_MA_S45_
#> "022" "034"
#> JC35_457.2.49_MA_S45_ JC35_458.2.49_MA_S45_
#> "032" "034"
#> JC35_459.2.50_MA_S45_ JC35_460.2.50_MA_S45_
#> "011" "012"
#> JC35_461.1_._MA_S45_ JC35_461.4_._MA_S45_
#> "011" "011"
#> JC35_463.1_MA_S45_ JC35_464.1.51_MA_S45_
#> "011" "013"
#> JC35_465.1_T.51_MA_S45_ JC35_465.3_T.51_MA_S45_
#> "011" "011"
#> JC35_467.3_..52_MA_S45_ JC35_467.4_..52_MA_S45_
#> "011" "011"
#> JC35_469.1_T.52_MA_S45_ JC35_470.1_._MA_S45_
#> "022" "011"
#> JC35_470.3_MA_S45_ JC35_472.1_MA_S45_
#> "011" "012"
#> JC35_461.2_._MA_S45_ JC35_461.3_._MA_S45_
#> "011" "032"
#> JC35_463.2_MA_S45_ JC35_464.2.51_MA_S45_
#> "011" "012"
#> JC35_465.2_T.51_MA_S45_ JC35_467.1_..52_MA_S45_
#> "011" "011"
#> JC35_467.2_..52_MA_S45_ JC35_469.3_T.52_MA_S45_
#> "011" "013"
#> JC35_469.2_T.52_MA_S45_ JC35_470.2_MA_S45_
#> "011" "011"
#> JC35_475.3_T_MA_S45_ JC35_484.1_MA_S45_
#> "011" "011"
#> JC35_473.1_MA_S45_ JC35_474.1_MA_S45_
#> "012" "014"
#> JC35_475.1_T_MA_S45_ JC35_476.1_W.53_MA_S45_
#> "011" "012"
#> JC35_477.1.53_MA_S45_ JC35_478.1.53_MA_S45_
#> "011" "011"
#> JC35_479.1_MA_S45_ JC35_480.1_W.54_MA_S45_
#> "011" "013"
#> JC35_481.1.54_MA_S45_ JC35_482.1.55_MA_S45_
#> "011" "013"
#> JC35_483.1_W.55_MA_S45_ JC35_472.2_MA_S45_
#> "011" "011"
#> JC35_473.2_MA_S45_ JC35_474.2_MA_S45_
#> "011" "014"
#> JC35_475.2_T_MA_S45_ JC35_476.2_W.53_MA_S45_
#> "011" "011"
#> JC35_477.2.53_MA_S45_ JC35_478.2.53_MA_S45_
#> "011" "014"
#> JC35_479.2_MA_S45_ JC35_480.2_W.54_MA_S45_
#> "011" "011"
#> JC35_481.2.54_MA_S45_ JC35_482.2.55_MA_S45_
#> "011" "012"
#> JC35_483.2_W.55_MA_S45_ JC35_484.2_MA_S45_
#> "011" "011"
#> JC36_486.1_T.56_MA_S46_ JC36_486.3_T.56_MA_S46_
#> "0212" "022"
#> JC36_488.1.56_MA_S46_ JC36_490.4_._W.57_MA_S46_
#> "033" "012"
#> JC36_492.3.57_MA_S46_ JC36_494.1.58_MA_S46_
#> "012" "0212"
#> JC36_495.1.58_MA_S46_ JC36_496.1.58_MA_S46_
#> "012" "011"
#> JC36_486.2_T.56_MA_S46_ JC36_488.3_..56_MA_S46_
#> "011" "022"
#> JC36_488.2.56_MA_S46_ JC36_489.2.56_MA_S46_
#> "014" "012"
#> JC36_490.2_._W.57_MA_S46_ JC36_490.3_._W.57_MA_S46_
#> "012" "012"
#> JC36_492.2.57_MA_S46_ JC36_495.3_..58_MA_S46_
#> "011" "012"
#> JC36_494.2.58_MA_S46_ JC36_495.2.58_MA_S46_
#> "012" "012"
#> JC36_497.1_W.58_MA_S46_ JC36_499.1_W_MA_S46_
#> "0211" "032"
#> JC36_500.1_MA_S46_ JC36_501.1_._MA_S46_
#> "012" "0213"
#> JC36_501.3_MA_S46_ JC36_503.1_._adi_MA_S46_
#> "0212" "013"
#> JC36_505.1.59_MA_S46_ JC36_506.1.59_MA_S46_
#> "032" "022"
#> JC36_507.3.59_MA_S46_ JC36_497.2_W.58_MA_S46_
#> "012" "032"
#> JC36_499.2_W_MA_S46_ JC36_500.2_MA_S46_
#> "022" "012"
#> JC36_501.2_MA_S46_ JC36_503.3_MA_S46_
#> "0212" "014"
#> JC36_503.2_MA_S46_ JC36_504.2.59_MA_S46_
#> "014" "032"
#> JC36_505.2.59_MA_S46_ JC36_506.2.59_MA_S46_
#> "012" "012"
#> JC36_507.2.59_MA_S46_ JC36_520.3_T_MA_S46_
#> "012" "022"
#> JC36_511.1_W.61_MA_S46_ JC36_513.1_MA_S46_
#> "022" "0212"
#> JC36_514.1.62_MA_S46_ JC36_515.1_._big.62_MA_S46_
#> "014" "022"
#> JC36_515.3.62_MA_S46_ JC36_515.5.62_MA_S46_
#> "012" "012"
#> JC36_518.1_._MA_S46_ JC36_519.3_._MA_S46_
#> "014" "0213"
#> JC36_520.1_T_MA_S46_ JC36_511.2_W.61_MA_S46_
#> "012" "032"
#> JC36_512.2_W.61_MA_S46_ JC36_513.2_MA_S46_
#> "013" "012"
#> JC36_514.2.62_MA_S46_ JC36_515.2.62_MA_S46_
#> "011" "011"
#> JC36_515.4.62_MA_S46_ JC36_515.6.62_MA_S46_
#> "012" "014"
#> JC36_518.2_._MA_S46_ JC36_519.4_._MA_S46_
#> "011" "034"
#> JC36_520.2_T_MA_S46_ JC36_521.1_MA_S46_
#> "022" "022"
#> JC36_523.1.63_MA_S46_ JC36_524.1_..63_MA_S46_
#> "011" "014"
#> JC36_524.3.63_MA_S46_ JC36_524.5.63_MA_S46_
#> "011" "014"
#> JC36_527.1_MA_S46_ JC36_528.1_MA_S46_
#> "012" "012"
#> JC36_529.1_._MA_S46_ JC36_530.1_._MA_S46_
#> "011" "022"
#> JC36_531.1_MA_S46_ JC36_532.1_MA_S46_
#> "013" "022"
#> JC36_521.2_MA_S46_ JC36_522.2_MA_S46_
#> "011" "012"
#> JC36_523.2.63_MA_S46_ JC36_524.2.63_MA_S46_
#> "012" "012"
#> JC36_524.4.63_MA_S46_ JC36_531.3_._MA_S46_
#> "032" "014"
#> JC36_527.2_MA_S46_ JC36_528.2_MA_S46_
#> "022" "012"
#> JC36_529.2_._MA_S46_ JC36_530.2_._MA_S46_
#> "0212" "022"
#> JC36_531.2_MA_S46_ JC36_532.2_MA_S46_
#> "0213" "022"
#> JC37_533.1_W.64_MA_S46_ JC37_533.3.64_MA_S46_
#> "023" "034"
#> JC37_534.1.64_MA_S46_ JC37_534.4.64_MA_S46_
#> "012" "032"
#> JC37_537.1_MA_S46_ JC37_538.1_MA_S46_
#> "013" "0212"
#> JC37_539.1_..65_MA_S46_ JC37_539.3.65_MA_S46_
#> "014" "012"
#> JC37_541.1.65_MA_S46_ JC37_542.1.65_MA_S46_
#> "014" "0211"
#> JC37_543.1.65_MA_S46_ JC37_544.1_..65_MA_S46_
#> "0212" "0212"
#> JC37_533.2_._W.64_MA_S46_ JC37_534.3.64_MA_S46_
#> "013" "012"
#> JC37_534.5.64_MA_S46_ JC37_537.2_MA_S46_
#> "013" "013"
#> JC37_538.2_MA_S46_ JC37_539.2.65_MA_S46_
#> "012" "014"
#> JC37_544.3.65_MA_S46_ JC37_541.2.65_MA_S46_
#> "032" "0212"
#> JC37_542.2.65_MA_S46_ JC37_544.2.65_MA_S46_
#> "013" "032"
#> JC37_545.1_T.65_MA_S46_ JC37_545.3_T.65_MA_S46_
#> "0212" "032"
#> JC37_547.1_MA_S46_ JC37_548.1_MA_S46_
#> "0212" "0211"
#> JC37_549.1_MA_S46_ JC37_550.1_._MA_S46_
#> "011" "0211"
#> JC37_551.1_MA_S46_ JC37_553.3_MA_S46_
#> "032" "0213"
#> JC37_553.1_._big_adi_MA_S46_ JC37_554.1_MA_S46_
#> "022" "0213"
#> JC37_555.1.66_MA_S46_ JC37_556.1.66_MA_S46_
#> "022" "012"
#> JC37_545.2_T.65_MA_S46_ JC37_550.3_MA_S46_
#> "0212" "032"
#> JC37_547.2_MA_S46_ JC37_548.2_MA_S46_
#> "012" "022"
#> JC37_549.2_MA_S46_ JC37_550.2_MA_S46_
#> "012" "022"
#> JC37_551.2_MA_S46_ JC37_553.4_MA_S46_
#> "012" "0212"
#> JC37_553.2_MA_S46_ JC37_554.2_MA_S46_
#> "0211" "012"
#> JC37_555.2.66_MA_S46_ JC37_556.2.66_MA_S46_
#> "022" "031"
#> JC37_557.1_ery.66_MA_S46_ JC37_558.1.66_MA_S46_
#> "014" "012"
#> JC37_559.1_ery.66_MA_S46_ JC37_560.1_MA_S46_
#> "011" "022"
#> JC37_561.1_ery_MA_S46_ JC37_562.4_..67_MA_S46_
#> "032" "023"
#> JC37_564.1.67_MA_S46_ JC37_566.1.67_MA_S46_
#> "022" "011"
#> JC37_567.1_ery.67_MA_S46_ JC37_568.1_MA_S46_
#> "032" "022"
#> JC37_558.2_ery.66_MA_S46_ JC37_559.2_ery.66_MA_S46_
#> "011" "011"
#> JC37_560.2_MA_S46_ JC37_561.2_MA_S46_
#> "022" "012"
#> JC37_562.2_._ery.67_MA_S46_ JC37_562.3_..67_MA_S46_
#> "011" "011"
#> JC37_564.2.67_MA_S46_ JC37_565.2.67_MA_S46_
#> "0213" "011"
#> JC37_566.2.67_MA_S46_ JC37_567.2.67_MA_S46_
#> "011" "014"
#> JC37_570.1.68_MA_S46_ JC37_571.1_..68_MA_S46_
#> "0212" "011"
#> JC37_571.4_..68_MA_S46_ JC37_573.1_MA_S46_
#> "0213" "011"
#> JC37_574.1_T_MA_S46_ JC37_574.3_T_MA_S46_
#> "011" "011"
#> JC37_576.1_T_W.69_MA_S46_ JC37_577.1.69_MA_S46_
#> "034" "011"
#> JC37_578.1_MA_S46_ JC37_579.1_._MA_S46_
#> "012" "0212"
#> JC37_579.3_MA_S46_ JC37_569.2_MA_S46_
#> "0212" "011"
#> JC37_570.2.68_MA_S46_ JC37_571.3_..68_MA_S46_
#> "022" "013"
#> JC37_573.2_MA_S46_ JC37_574.2_T_MA_S46_
#> "032" "013"
#> JC37_576.3_T_W.69_MA_S46_ JC37_576.2_T.69_MA_S46_
#> "023" "022"
#> JC37_577.2.69_MA_S46_ JC37_578.2_MA_S46_
#> "0213" "012"
#> JC37_579.2_MA_S46_ JC39_581.3.70_FE_S23_
#> "023" "023"
#> JC39_583.1.70_FE_S23_ JC39_585.1_T.70_FE_S23_
#> "013" "014"
#> JC39_585.3_T.70_FE_S23_ JC39_587.1.70_FE_S23_
#> "034" "0211"
#> JC39_588.1.70_FE_S23_ JC39_589.3.71_FE_S23_
#> "034" "032"
#> JC39_591.3_..71_FE_S23_ JC39_591.4_..71_FE_S23_
#> "0212" "0211"
#> JC39_581.2.70_FE_S23_ JC39_581.4.70_FE_S23_
#> "023" "013"
#> JC39_583.2.70_FE_S23_ JC39_584.2_div.70_FE_S23_
#> "031" "014"
#> JC39_585.2_T.70_FE_S23_ JC39_588.3.70_FE_S23_
#> "0211" "0211"
#> JC39_587.2.70_FE_S23_ JC39_588.2_..70_FE_S23_
#> "013" "0213"
#> JC39_589.2.71_FE_S23_ JC39_591.1_..71_FE_S23_
#> "013" "034"
#> JC39_591.2_..71_FE_S23_ JC39_594.3.71_FE_S23_
#> "023" "023"
#> JC39_593.1.71_FE_S23_ JC39_594.1_..71_FE_S23_
#> "013" "022"
#> JC39_595.1.72_FE_S23_ JC39_596.1.72_FE_S23_
#> "012" "023"
#> JC39_597.1_T_FE_S23_ JC39_597.3_T_FE_S23_
#> "011" "013"
#> JC39_599.1_FE_S23_ JC39_600.1_._FE_S23_
#> "022" "022"
#> JC39_601.1_FE_S23_ JC39_602.1_FE_S23_
#> "012" "012"
#> JC39_603.1_T_FE_S23_ JC39_604.1_FE_S23_
#> "022" "034"
#> JC39_593.2.71_FE_S23_ JC39_594.2.71_FE_S23_
#> "014" "0211"
#> JC39_595.2.72_FE_S23_ JC39_596.2.72_FE_S23_
#> "012" "012"
#> JC39_597.2_T_FE_S23_ JC39_603.3_T_FE_S23_
#> "013" "013"
#> JC39_599.2_FE_S23_ JC39_600.2_FE_S23_
#> "013" "012"
#> JC39_601.2_FE_S23_ JC39_602.2_FE_S23_
#> "0212" "022"
#> JC39_603.2_T_FE_S23_ JC39_604.2_FE_S23_
#> "013" "022"
#> JC39_605.1_FE_S23_ JC39_606.1_FE_S23_
#> "0212" "0213"
#> JC39_607.1_FE_S23_ JC39_608.1_._FE_S23_
#> "0213" "022"
#> JC39_608.3_FE_S23_ JC39_610.1_FE_S23_
#> "0213" "0211"
#> JC39_611.1_FE_S23_ JC39_612.1.73_FE_S23_
#> "0211" "0213"
#> JC39_613.1_..73_FE_S23_ JC39_613.3.73_FE_S23_
#> "0212" "023"
#> JC39_615.1_FE_S23_ JC39_616.1_FE_S23_
#> "012" "013"
#> JC39_605.2_FE_S23_ JC39_606.2_FE_S23_
#> "022" "013"
#> JC39_607.2_FE_S23_ JC39_608.2_FE_S23_
#> "0211" "013"
#> JC39_618.4_._FE_S23_ JC39_610.2_FE_S23_
#> "011" "014"
#> JC39_611.2_FE_S23_ JC39_612.2.73_FE_S23_
#> "011" "0211"
#> JC39_613.2.73_FE_S23_ JC39_613.4.73_FE_S23_
#> "011" "023"
#> JC39_615.2_FE_S23_ JC39_616.2_FE_S23_
#> "034" "023"
#> JC39_617.1_FE_S23_ JC39_618.3_._FE_S23_
#> "022" "012"
#> JC39_619.1_FE_S23_ JC39_620.1_FE_S23_
#> "011" "013"
#> JC39_621.1_._FE_S23_ JC39_621.3_FE_S23_
#> "011" "011"
#> JC39_623.1_FE_S23_ JC39_624.1_T_FE_S23_
#> "014" "032"
#> JC39_624.3_T_FE_S23_ JC39_626.1_T_FE_S23_
#> "011" "014"
#> JC39_627.1_FE_S23_ JC39_628.1_FE_S23_
#> "022" "012"
#> JC39_618.1_._FE_S23_ JC39_618.2_._FE_S23_
#> "012" "012"
#> JC39_619.2_FE_S23_ JC39_620.2_FE_S23_
#> "032" "012"
#> JC39_621.2_FE_S23_ JC39_623.3_FE_S23_
#> "0213" "034"
#> JC39_623.2_._FE_S23_ JC39_624.2_T_FE_S23_
#> "0212" "014"
#> JC39_626.3_T_FE_S23_ JC39_626.2_T_FE_S23_
#> "034" "022"
#> JC39_627.2_FE_S23_ JC39_628.2_FE_S23_
#> "022" "012"
#> JC40_629.1.74_FE_S23_ JC40_630.1.74_FE_S23_
#> "011" "013"
#> JC40_631.1.74_FE_S23_ JC40_632.1.75_FE_S23_
#> "011" "0213"
#> JC40_633.1.75_FE_S23_ JC40_634.1.75_FE_S23_
#> "023" "011"
#> JC40_635.1_T.76_FE_S23_ JC40_635.3_T.76_FE_S23_
#> "011" "011"
#> JC40_637.1.76_FE_S23_ JC40_638.1_T.76_FE_S23_
#> "012" "012"
#> JC40_639.1_FE_S23_ JC40_640.1_FE_S23_
#> "012" "013"
#> JC40_629.2.74_FE_S23_ JC40_630.2.74_FE_S23_
#> "011" "012"
#> JC40_631.2.74_FE_S23_ JC40_632.2.75_FE_S23_
#> "011" "022"
#> JC40_633.2.75_FE_S23_ JC40_634.2.75_FE_S23_
#> "022" "014"
#> JC40_635.2_T.76_FE_S23_ JC40_638.3_T.76_FE_S23_
#> "011" "011"
#> JC40_637.2.76_FE_S23_ JC40_638.2_T.76_FE_S23_
#> "011" "013"
#> JC40_639.2_FE_S23_ JC40_640.2_FE_S23_
#> "012" "032"
#> JC40_641.1_FE_S23_ JC40_642.1_FE_S23_
#> "011" "011"
#> JC40_643.1.77_FE_S23_ JC40_644.1.77_FE_S23_
#> "011" "0212"
#> JC40_645.1.77_FE_S23_ JC40_646.1.77_FE_S23_
#> "011" "011"
#> JC40_647.1_FE_S23_ JC40_648.1.78_FE_S23_
#> "011" "012"
#> JC40_649.1_T.78_FE_S23_ JC40_649.3_T.78_FE_S23_
#> "023" "032"
#> JC40_651.1.78_FE_S23_ JC40_652.1_FE_S23_
#> "034" "011"
#> JC40_641.2_FE_S23_ JC40_642.2_FE_S23_
#> "012" "022"
#> JC40_643.2.77_FE_S23_ JC40_644.2.77_FE_S23_
#> "014" "032"
#> JC40_645.2.77_FE_S23_ JC40_646.2.77_FE_S23_
#> "013" "012"
#> JC40_647.2_FE_S23_ JC40_648.2.78_FE_S23_
#> "011" "012"
#> JC40_649.2_T.78_FE_S23_ JC40_652.3_._FE_S23_
#> "012" "012"
#> JC40_651.2.78_FE_S23_ JC40_652.2_FE_S23_
#> "0211" "012"
#> JC40_653.1_W_FE_S23_ JC40_654.1_FE_S23_
#> "032" "011"
#> JC40_655.1.79_FE_S23_ JC40_656.1.79_FE_S23_
#> "034" "013"
#> JC40_657.1_..79_FE_S23_ JC40_657.3.79_FE_S23_
#> "014" "011"
#> JC40_659.1.79_FE_S23_ JC40_660.1.79_FE_S23_
#> "023" "013"
#> JC40_660.5.79_FE_S23_ JC40_662.1_FE_S23_
#> "013" "032"
#> JC40_663.1_FE_S23_ JC40_664.1.80_FE_S23_
#> "012" "022"
#> JC40_653.2_W_FE_S23_ JC40_654.2_FE_S23_
#> "012" "012"
#> JC40_655.2.79_FE_S23_ JC40_656.2.79_FE_S23_
#> "011" "013"
#> JC40_657.2.79_FE_S23_ JC40_660.3_..79_FE_S23_
#> "013" "032"
#> JC40_659.2.79_FE_S23_ JC40_660.2.79_FE_S23_
#> "013" "013"
#> JC40_660.4.79_FE_S23_ JC40_662.2_FE_S23_
#> "013" "022"
#> JC40_663.2_FE_S23_ JC40_664.2.80_FE_S23_
#> "011" "012"
#> JC40_665.1.80_FE_S23_ JC40_666.1.81_FE_S23_
#> "032" "013"
#> JC40_667.1.81_FE_S23_ JC40_668.1.81_FE_S23_
#> "011" "034"
#> JC40_669.1.81_FE_S23_ JC40_670.1_W.81_FE_S23_
#> "011" "011"
#> JC40_671.1.82_FE_S23_ JC40_672.1.82_FE_S23_
#> "011" "014"
#> JC40_673.1.82_FE_S23_ JC40_674.1_T_FE_S23_
#> "011" "012"
#> JC40_674.3_T_FE_S23_ JC40_676.1_T_FE_S23_
#> "012" "011"
#> JC40_665.2.80_FE_S23_ JC40_666.2.81_FE_S23_
#> "011" "013"
#> JC40_667.2.81_FE_S23_ JC40_668.2.81_FE_S23_
#> "011" "011"
#> JC40_669.2.81_FE_S23_ JC40_670.2_W.81_FE_S23_
#> "011" "014"
#> JC40_671.2.82_FE_S23_ JC40_672.2.82_FE_S23_
#> "011" "011"
#> JC40_673.2.82_FE_S23_ JC40_674.2_T_FE_S23_
#> "014" "012"
#> JC40_676.3_T_FE_S23_ JC40_676.2_T_FE_S23_
#> "0211" "011"
#> JC41_677.1.83_FE_S52_ JC41_678.1_..83_FE_S52_
#> "022" "022"
#> JC41_678.3.83_FE_S52_ JC41_680.1_FE_S52_
#> "022" "022"
#> JC41_681.1.84_FE_S52_ JC41_682.1.84_FE_S52_
#> "022" "034"
#> JC41_683.1.85_FE_S52_ JC41_684.1.85_FE_S52_
#> "013" "013"
#> JC41_685.1.85_FE_S52_ JC41_686.1_..85_FE_S52_
#> "013" "011"
#> JC41_686.3.85_FE_S52_ JC41_688.3_._FE_S52_
#> "013" "022"
#> JC41_677.2.83_FE_S52_ JC41_678.2.83_FE_S52_
#> "022" "032"
#> JC41_680.3_FE_S52_ JC41_680.2_._FE_S52_
#> "013" "0212"
#> JC41_681.2.84_FE_S52_ JC41_682.2.84_FE_S52_
#> "011" "022"
#> JC41_683.2.85_FE_S52_ JC41_684.2.85_FE_S52_
#> "013" "013"
#> JC41_685.2.85_FE_S52_ JC41_686.2.85_FE_S52_
#> "013" "011"
#> JC41_688.1_._FE_S52_ JC41_688.2_._FE_S52_
#> "014" "012"
#> JC41_688.4_._FE_S52_ JC41_690.1.86_FE_S52_
#> "034" "012"
#> JC41_691.1.86_FE_S52_ JC41_693.1_FE_S52_
#> "012" "013"
#> JC41_694.1_FE_S52_ JC41_695.1_W.87_FE_S52_
#> "013" "012"
#> JC41_696.1.87_FE_S52_ JC41_697.1_._FE_S52_
#> "014" "013"
#> JC41_697.4_._FE_S52_ JC41_699.1.88_FE_S52_
#> "023" "012"
#> JC41_700.1_T.88_FE_S52_ JC41_700.3_T.88_FE_S52_
#> "013" "022"
#> JC41_690.2.86.88_FE_S52_ JC41_691.2.86_FE_S52_
#> "032" "012"
#> JC41_692.2_FE_S52_ JC41_693.2_FE_S52_
#> "012" "023"
#> JC41_694.2_FE_S52_ JC41_695.2_W.87_FE_S52_
#> "022" "012"
#> JC41_696.2_div.87_FE_S52_ JC41_697.2_._FE_S52_
#> "022" "022"
#> JC41_697.3_._FE_S52_ JC41_699.2_FE_S52_
#> "022" "0211"
#> JC41_700.2_T_FE_S52_ JC41_701.1_W_FE_S52_
#> "013" "013"
#> JC41_702.1_._FE_S52_ JC41_702.3_FE_S52_
#> "0213" "014"
#> JC41_704.1_FE_S52_ JC41_705.1_._FE_S52_
#> "013" "014"
#> JC41_705.3_FE_S52_ JC41_707.1.89_FE_S52_
#> "013" "0211"
#> JC41_708.1_T.89_FE_S52_ JC41_709.1.90_FE_S52_
#> "013" "022"
#> JC41_710.1_W.90_FE_S52_ JC41_711.1.90_FE_S52_
#> "0213" "012"
#> JC41_712.1.90_FE_S52_ JC41_701.2_W_FE_S52_
#> "012" "013"
#> JC41_702.2_FE_S52_ JC41_708.3_T.89_FE_S52_
#> "013" "014"
#> JC41_704.2_FE_S52_ JC41_705.2_FE_S52_
#> "022" "011"
#> JC41_705.4_FE_S52_ JC41_708.2_T.89_FE_S52_
#> "0212" "032"
#> JC41_709.2.90_FE_S52_ JC41_710.2_W.90_FE_S52_
#> "012" "014"
#> JC41_711.2.90_FE_S52_ JC41_712.2.90_FE_S52_
#> "013" "013"
#> JC41_713.1.90_FE_S52_ JC41_714.1_FE_S52_
#> "013" "023"
#> JC41_715.1_FE_S52_ JC41_716.1_FE_S52_
#> "033" "022"
#> JC41_717.1_FE_S52_ JC41_718.1.91_FE_S52_
#> "022" "022"
#> JC41_719.1.91_FE_S52_ JC41_719.3_..91_FE_S52_
#> "0212" "022"
#> JC41_721.1.91_FE_S52_ JC41_722.1_T.91_FE_S52_
#> "014" "022"
#> JC41_723.1.91_FE_S52_ JC41_724.1_FE_S52_
#> "032" "014"
#> JC41_713.2.90_FE_S52_ JC41_714.2_FE_S52_
#> "011" "0211"
#> JC41_715.2_FE_S52_ JC41_716.2_FE_S52_
#> "014" "011"
#> JC41_717.2_FE_S52_ JC41_718.2.91_FE_S52_
#> "022" "022"
#> JC41_719.2.91_FE_S52_ JC41_722.3_T.91_FE_S52_
#> "034" "013"
#> JC41_721.2.91_FE_S52_ JC41_722.2_T.91_FE_S52_
#> "014" "022"
#> JC41_723.2.91_FE_S52_ JC41_724.2_FE_S52_
#> "012" "0211"
#> JC43_725.1_T.92_FE_S27_ JC43_725.3_T.92_FE_S27_
#> "013" "013"
#> JC43_727.1_T.92_FE_S27_ JC43_728.1.92_FE_S27_
#> "014" "023"
#> JC43_729.1_T.92_FE_S27_ JC43_729.3_T.92_FE_S27_
#> "011" "012"
#> JC43_731.1.92_FE_S27_ JC43_732.1.93_FE_S27_
#> "013" "012"
#> JC43_733.1_big_adipo.93_FE_S27_ JC43_734.1_T.94_FE_S27_
#> "022" "022"
#> JC43_735.1.94_FE_S27_ JC43_736.1.94_FE_S27_
#> "023" "013"
#> JC43_725.2_T.92_FE_S27_ JC43_727.3_T.92_FE_S27_
#> "013" "013"
#> JC43_727.2_T.92_FE_S27_ JC43_728.2.92_FE_S27_
#> "022" "023"
#> JC43_729.2_T.92_FE_S27_ JC43_734.3_T.92_FE_S27_
#> "013" "012"
#> JC43_731.2.92_FE_S27_ JC43_732.2_big_adipo.93_FE_S27_
#> "011" "032"
#> JC43_733.2.93_FE_S27_ JC43_734.2_T.94_FE_S27_
#> "012" "012"
#> JC43_735.2.94_FE_S27_ JC43_736.2.94_FE_S27_
#> "023" "011"
#> JC43_738.1_T.95_FE_S27_ JC43_738.3_T.95_FE_S27_
#> "032" "013"
#> JC43_740.1.95_FE_S27_ JC43_740.3.95_FE_S27_
#> "013" "022"
#> JC43_742.1.95_FE_S27_ JC43_743.1_..95_FE_S27_
#> "023" "013"
#> JC43_743.4_..95_FE_S27_ JC43_745.1_big.95_FE_S27_
#> "013" "022"
#> JC43_746.1_T.95_FE_S27_ JC43_747.1_..95_FE_S27_
#> "012" "022"
#> JC43_747.3.95_FE_S27_ JC43_737.2.95_FE_S27_
#> "013" "022"
#> JC43_738.2_T.95_FE_S27_ JC43_746.3_T.95_FE_S27_
#> "013" "013"
#> JC43_740.2_..95_FE_S27_ JC43_740.4.95_FE_S27_
#> "022" "013"
#> JC43_742.2.95_FE_S27_ JC43_743.2_..95_FE_S27_
#> "011" "013"
#> JC43_743.3_..95_FE_S27_ JC43_745.2.95_FE_S27_
#> "013" "013"
#> JC43_746.2_T.95_FE_S27_ JC43_747.2.95_FE_S27_
#> "012" "022"
#> JC43_749.3.95_FE_S27_ JC43_749.1_..95_FE_S27_
#> "013" "0213"
#> JC43_749.4.95_FE_S27_ JC43_751.1_FE_S27_
#> "013" "012"
#> JC43_752.1_._FE_S27_ JC43_752.3_FE_S27_
#> "0213" "013"
#> JC43_754.1_T.96_FE_S27_ JC43_755.1_..96_FE_S27_
#> "023" "013"
#> JC43_755.3.96_FE_S27_ JC43_757.1.96_FE_S27_
#> "013" "023"
#> JC43_758.1.97_FE_S27_ JC43_759.1_T.97_FE_S27_
#> "012" "012"
#> JC43_759.3_T.97_FE_S27_ JC43_749.2.95_FE_S27_
#> "013" "011"
#> JC43_751.2_._big_FE_S27_ JC43_752.2_FE_S27_
#> "0213" "013"
#> JC43_754.3_T.96_FE_S27_ JC43_754.2_T.96_FE_S27_
#> "013" "013"
#> JC43_755.2.96_FE_S27_ JC43_757.3.96_FE_S27_
#> "012" "013"
#> JC43_757.2_..96_FE_S27_ JC43_758.2.97_FE_S27_
#> "0213" "012"
#> JC43_759.2_T.97_FE_S27_ JC43_761.1_T.97_FE_S27_
#> "011" "013"
#> JC43_762.1_FE_S27_ JC43_763.1.98_FE_S27_
#> "0211" "013"
#> JC43_764.1.98_FE_S27_ JC43_765.1.98_FE_S27_
#> "013" "013"
#> JC43_766.1.98_FE_S27_ JC43_767.1_FE_S27_
#> "034" "012"
#> JC43_768.1_FE_S27_ JC43_769.1_FE_S27_
#> "012" "012"
#> JC43_771.3_FE_S27_ JC43_771.1_._FE_S27_
#> "034" "0211"
#> JC43_761.2_T.97_FE_S27_ JC43_762.2_FE_S27_
#> "013" "023"
#> JC43_763.2.98_FE_S27_ JC43_764.2.98_FE_S27_
#> "013" "013"
#> JC43_765.2.98_FE_S27_ JC43_766.2_ery.98_FE_S27_
#> "013" "011"
#> JC43_767.2_FE_S27_ JC43_768.2_FE_S27_
#> "012" "012"
#> JC43_769.2_FE_S27_ JC43_771.4_FE_S27_
#> "022" "034"
#> JC43_771.2_FE_S27_ JC43_772.2_FE_S27_
#> "011" "012"
#> JC44_773.1_W.99_FE_S27_ JC44_774.1.99_FE_S27_
#> "022" "022"
#> JC44_775.1.99_FE_S27_ JC44_776.1_._FE_S27_
#> "013" "013"
#> JC44_776.3_FE_S27_ JC44_778.3_FE_S27_
#> "034" "022"
#> JC44_780.1_FE_S27_ JC44_781.1_FE_S27_
#> "012" "012"
#> JC44_782.1.100_FE_S27_ JC44_783.1.100_FE_S27_
#> "013" "011"
#> JC44_784.1.100_FE_S27_ JC44_773.2_W.99_FE_S27_
#> "011" "013"
#> JC44_774.2.99_FE_S27_ JC44_775.2.99_FE_S27_
#> "013" "013"
#> JC44_776.2_FE_S27_ JC44_776.4_FE_S27_
#> "034" "0212"
#> JC44_778.2_FE_S27_ JC44_778.4_FE_S27_
#> "012" "014"
#> JC44_780.2_FE_S27_ JC44_781.2_FE_S27_
#> "032" "0212"
#> JC44_782.2.100_FE_S27_ JC44_783.2.100_FE_S27_
#> "013" "013"
#> JC44_784.2.100_FE_S27_ JC44_785.1_..100_FE_S27_
#> "0213" "012"
#> JC44_785.3.100_FE_S27_ JC44_787.1_T_FE_S27_
#> "0213" "022"
#> JC44_788.1_big_adipo_FE_S27_ JC44_789.1_._FE_S27_
#> "011" "0212"
#> JC44_789.3_FE_S27_ JC44_791.1_T_FE_S27_
#> "013" "023"
#> JC44_792.1_FE_S27_ JC44_793.1_._FE_S27_
#> "012" "022"
#> JC44_793.3_FE_S27_ JC44_795.1_FE_S27_
#> "032" "011"
#> JC44_796.1_._FE_S27_ JC44_785.2.100_FE_S27_
#> "013" "011"
#> JC44_787.3_T_FE_S27_ JC44_787.2_T_FE_S27_
#> "011" "012"
#> JC44_788.2_FE_S27_ JC44_789.2_FE_S27_
#> "012" "023"
#> JC44_791.3_T_FE_S27_ JC44_791.2_T_FE_S27_
#> "0212" "0212"
#> JC44_792.2_FE_S27_ JC44_793.2_FE_S27_
#> "022" "022"
#> JC44_795.3_FE_S27_ JC44_795.2_._FE_S27_
#> "022" "0212"
#> JC44_796.2_._FE_S27_ JC44_796.3_._FE_S27_
#> "0212" "0212"
#> JC44_798.1.101_FE_S27_ JC44_799.1.101_FE_S27_
#> "013" "013"
#> JC44_800.1_FE_S27_ JC44_801.1.102_FE_S27_
#> "0212" "0213"
#> JC44_802.1.102_FE_S27_ JC44_803.1.102_FE_S27_
#> "0212" "032"
#> JC44_804.1_T_FE_S27_ JC44_804.3_T_FE_S27_
#> "014" "023"
#> JC44_806.1_FE_S27_ JC44_807.1.103_FE_S27_
#> "022" "023"
#> JC44_808.1.103_FE_S27_ JC44_798.2.101_FE_S27_
#> "0212" "013"
#> JC44_799.2.101_FE_S27_ JC44_800.2_FE_S27_
#> "013" "022"
#> JC44_801.2.102_FE_S27_ JC44_802.2.102_FE_S27_
#> "012" "013"
#> JC44_803.2.102_FE_S27_ JC44_804.2_T_FE_S27_
#> "013" "022"
#> JC44_808.3_..103_FE_S27_ JC44_806.2_FE_S27_
#> "0212" "022"
#> JC44_807.2.103_FE_S27_ JC44_808.2.103_FE_S27_
#> "013" "022"
#> JC44_808.4.103_FE_S27_ JC44_810.1_T.103_FE_S27_
#> "013" "013"
#> JC44_810.3_T.103_FE_S27_ JC44_812.1.103_FE_S27_
#> "013" "012"
#> JC44_813.1_T.104_FE_S27_ JC44_814.1.104_FE_S27_
#> "011" "011"
#> JC44_815.1.105_FE_S27_ JC44_816.1.105_FE_S27_
#> "012" "012"
#> JC44_817.1_._FE_S27_ JC44_817.3_FE_S27_
#> "011" "012"
#> JC44_819.1_big_FE_S27_ JC44_820.1_FE_S27_
#> "022" "0213"
#> JC44_808.5.103_FE_S27_ JC44_810.2_T.103_FE_S27_
#> "013" "023"
#> JC44_813.3_T_FE_S27_ JC44_812.2.103_FE_S27_
#> "012" "011"
#> JC44_813.2_T.104_FE_S27_ JC44_814.2.104_FE_S27_
#> "012" "011"
#> JC44_815.2.105_FE_S27_ JC44_816.2.105_FE_S27_
#> "012" "011"
#> JC44_817.2_FE_S27_ JC44_818.2_FE_S27_
#> "022" "022"
#> JC44_819.2_FE_S27_ JC44_820.2_FE_S27_
#> "022" "011"
#> JC45_821.1.106_FE_S30_ JC45_822.1.106_FE_S30_
#> "0213" "023"
#> JC45_823.1.106_FE_S30_ JC45_824.1.106_FE_S30_
#> "012" "013"
#> JC45_825.1_FE_S30_ JC45_826.1.107_FE_S30_
#> "0211" "023"
#> JC45_827.1.107_FE_S30_ JC45_828.1.107_FE_S30_
#> "031" "013"
#> JC45_829.1.107_FE_S30_ JC45_830.1_._big_FE_S30_
#> "013" "0212"
#> JC45_830.5_FE_S30_ JC45_830.3_FE_S30_
#> "014" "012"
#> JC45_821.2.106_FE_S30_ JC45_822.2.106_FE_S30_
#> "013" "022"
#> JC45_823.2.106_FE_S30_ JC45_824.2.106_FE_S30_
#> "013" "011"
#> JC45_825.2_FE_S30_ JC45_826.2.107_FE_S30_
#> "031" "013"
#> JC45_827.2.107_FE_S30_ JC45_828.2.107_FE_S30_
#> "013" "013"
#> JC45_829.2.107_FE_S30_ JC45_830.2_FE_S30_
#> "034" "023"
#> JC45_830.4_FE_S30_ JC45_835.3_T.108_FE_S30_
#> "023" "013"
#> JC45_833.1_FE_S30_ JC45_834.1.108_FE_S30_
#> "013" "0212"
#> JC45_835.1_T.108_FE_S30_ JC45_836.1.109_FE_S30_
#> "0212" "013"
#> JC45_837.1_T.109_FE_S30_ JC45_837.3_T.109_FE_S30_
#> "034" "034"
#> JC45_839.1.110_FE_S30_ JC45_840.1.110_FE_S30_
#> "011" "013"
#> JC45_841.1_big_FE_S30_ JC45_842.1_FE_S30_
#> "014" "022"
#> JC45_843.1_FE_S30_ JC45_844.1.111_FE_S30_
#> "012" "013"
#> JC45_833.2_FE_S30_ JC45_834.2.108_FE_S30_
#> "013" "011"
#> JC45_835.2_T.108_FE_S30_ JC45_836.2.109_FE_S30_
#> "011" "022"
#> JC45_837.2_T.109_FE_S30_ JC45_850.3.112_FE_S30_
#> "013" "013"
#> JC45_839.2.110_FE_S30_ JC45_840.2.110_FE_S30_
#> "013" "013"
#> JC45_841.2_FE_S30_ JC45_842.2_FE_S30_
#> "013" "034"
#> JC45_843.2_FE_S30_ JC45_844.2.111_FE_S30_
#> "032" "032"
#> JC45_845.1.111_FE_S30_ JC45_846.1.111_FE_S30_
#> "034" "013"
#> JC45_847.1_FE_S30_ JC45_848.1_FE_S30_
#> "013" "012"
#> JC45_850.1_..112_FE_S30_ JC45_851.1.112_FE_S30_
#> "013" "011"
#> JC45_852.1.112_FE_S30_ JC45_852.3.112_FE_S30_
#> "013" "013"
#> JC45_854.1.112_FE_S30_ JC45_855.1.112_FE_S30_
#> "013" "014"
#> JC45_856.1_FE_S30_ JC45_845.2.111_FE_S30_
#> "0212" "023"
#> JC45_846.2.111_FE_S30_ JC45_847.2_FE_S30_
#> "011" "023"
#> JC45_848.2_FE_S30_ JC45_849.2_FE_S30_
#> "012" "013"
#> JC45_851.2_ery.112_FE_S30_ JC45_852.2_..112_FE_S30_
#> "011" "013"
#> JC45_856.3_FE_S30_ JC45_855.2.112_FE_S30_
#> "022" "023"
#> JC45_856.2_._FE_S30_ JC45_857.1_FE_S30_
#> "0212" "013"
#> JC45_858.1_FE_S30_ JC45_860.1_FE_S30_
#> "013" "022"
#> JC45_861.1_FE_S30_ JC45_862.1_FE_S30_
#> "0212" "011"
#> JC45_863.1_FE_S30_ JC45_864.1_._FE_S30_
#> "022" "014"
#> JC45_866.1_FE_S30_ JC45_867.1.113_FE_S30_
#> "012" "012"
#> JC45_868.1_big_mega.113_FE_S30_ JC45_857.2_FE_S30_
#> "0211" "013"
#> JC45_858.2_FE_S30_ JC45_853.1_FE_S30_
#> "013" "012"
#> JC45_860.2_FE_S30_ JC45_861.2_FE_S30_
#> "022" "0212"
#> JC45_853.2_FE_S30_ JC45_863.2_FE_S30_
#> "012" "022"
#> JC45_867.3.113_FE_S30_ JC45_866.2_FE_S30_
#> "023" "012"
#> JC45_867.2_..113_FE_S30_ JC45_868.2.113_FE_S30_
#> "022" "023"
#> JC46_869.1.114_FE_S30_ JC46_870.1.114_FE_S30_
#> "0212" "013"
#> JC46_871.1.114_FE_S30_ JC46_872.1.114_FE_S30_
#> "034" "011"
#> JC46_873.1_FE_S30_ JC46_874.1_FE_S30_
#> "034" "013"
#> JC46_875.1_T_emperi_big_FE_S30_ JC46_875.3_T_FE_S30_
#> "0212" "032"
#> JC46_877.1_T_FE_S30_ JC46_878.1_._big.115_FE_S30_
#> "022" "022"
#> JC46_878.3.115_FE_S30_ JC46_878.4.115_FE_S30_
#> "012" "013"
#> JC46_869.2.114_FE_S30_ JC46_870.2.114_FE_S30_
#> "014" "023"
#> JC46_871.2.114_FE_S30_ JC46_872.2.114_FE_S30_
#> "0212" "034"
#> JC46_873.2_FE_S30_ JC46_874.2_FE_S30_
#> "013" "0212"
#> JC46_875.2_T_FE_S30_ JC46_877.3_T_FE_S30_
#> "012" "012"
#> JC46_877.2_T_FE_S30_ JC46_878.2.115_FE_S30_
#> "011" "012"
#> JC46_878.5.115_FE_S30_ JC46_878.6.115_FE_S30_
#> "023" "011"
#> JC46_878.7.115_FE_S30_ JC46_882.1.116_FE_S30_
#> "011" "0212"
#> JC46_883.1.116_FE_S30_ JC46_884.1_FE_S30_
#> "023" "012"
#> JC46_885.1_FE_S30_ JC46_886.1.117_FE_S30_
#> "022" "023"
#> JC46_887.1.117_FE_S30_ JC46_888.1.117_FE_S30_
#> "023" "014"
#> JC46_889.1_FE_S30_ JC46_890.1_FE_S30_
#> "012" "012"
#> JC46_891.1.118_FE_S30_ JC46_892.1_T.118_FE_S30_
#> "011" "013"
#> JC46_878.8.115_FE_S30_ JC46_882.2.116_FE_S30_
#> "013" "0211"
#> JC46_883.2.116_FE_S30_ JC46_884.2_FE_S30_
#> "013" "012"
#> JC46_885.2_FE_S30_ JC46_886.2.117_FE_S30_
#> "012" "0212"
#> JC46_887.2.117_FE_S30_ JC46_888.2.117_FE_S30_
#> "022" "0211"
#> JC46_889.2_FE_S30_ JC46_890.2_FE_S30_
#> "0211" "012"
#> JC46_891.2.118_FE_S30_ JC46_892.2_T.118_FE_S30_
#> "023" "013"
#> JC46_892.3_T.118_FE_S30_ JC46_894.1.118_FE_S30_
#> "034" "034"
#> JC46_895.1.118_FE_S30_ JC46_896.1.118_FE_S30_
#> "034" "013"
#> JC46_897.1_emperi_big.118_FE_S30_ JC46_898.1_FE_S30_
#> "0213" "013"
#> JC46_899.1_FE_S30_ JC46_900.1.119_FE_S30_
#> "022" "012"
#> JC46_901.1.119_FE_S30_ JC46_902.1_FE_S30_
#> "012" "023"
#> JC46_903.1.120_FE_S30_ JC46_904.1.120_FE_S30_
#> "023" "014"
#> JC46_895.3_..118_FE_S30_ JC46_894.2.118_FE_S30_
#> "023" "013"
#> JC46_895.2.118_FE_S30_ JC46_896.2.118_FE_S30_
#> "013" "0213"
#> JC46_897.2.118_FE_S30_ JC46_898.2_FE_S30_
#> "034" "013"
#> JC46_899.2_FE_S30_ JC46_900.2.119_FE_S30_
#> "0213" "012"
#> JC46_901.2.119_FE_S30_ JC46_902.2_FE_S30_
#> "012" "023"
#> JC46_903.2.120_FE_S30_ JC46_904.2.120_FE_S30_
#> "023" "022"
#> JC46_905.1.120_FE_S30_ JC46_906.1.120_FE_S30_
#> "014" "013"
#> JC46_906.3.120_FE_S30_ JC46_908.1_T_FE_S30_
#> "023" "011"
#> JC46_909.1.121_FE_S30_ JC46_910.1.121_FE_S30_
#> "0212" "0212"
#> JC46_911.1.121_FE_S30_ JC46_912.3_..121_FE_S30_
#> "0212" "023"
#> JC46_913.1_FE_S30_ JC46_914.1_FE_S30_
#> "012" "013"
#> JC46_915.1_FE_S30_ JC46_916.1_FE_S30_
#> "012" "012"
#> JC46_905.2.120_FE_S30_ JC46_906.2_..120_FE_S30_
#> "034" "011"
#> JC46_908.3_T_FE_S30_ JC46_908.2_T_FE_S30_
#> "012" "011"
#> JC46_909.2.121_FE_S30_ JC46_910.2.121_FE_S30_
#> "0212" "012"
#> JC46_911.2.121_FE_S30_ JC46_912.4.121_FE_S30_
#> "023" "0213"
#> JC46_913.2_FE_S30_ JC46_914.2_FE_S30_
#> "012" "0212"
#> JC46_915.2_FE_S30_ JC46_916.2_FE_S30_
#> "012" "032"
#> JC48P4_917_HSC_FE_S8_ JC48P4_918_HSC_FE_S8_
#> "031" "031"
#> JC48P4_919_HSC_FE_S8_ JC48P4_920_HSC_FE_S8_
#> "033" "033"
#> JC48P4_921_HSC_FE_S8_ JC48P4_922_HSC_FE_S8_
#> "031" "031"
#> JC48P4_923_HSC_FE_S8_ JC48P4_924_HSC_FE_S8_
#> "031" "031"
#> JC48P4_925_HSC_FE_S8_ JC48P4_926_HSC_FE_S8_
#> "033" "031"
#> JC48P4_927_HSC_FE_S8_ JC48P4_928_HSC_FE_S8_
#> "031" "031"
#> JC48P4_929_HSC_FE_S8_ JC48P4_930_HSC_FE_S8_
#> "033" "031"
#> JC48P4_931_HSC_FE_S8_ JC48P4_932_HSC_FE_S8_
#> "033" "031"
#> JC48P4_933_HSC_FE_S8_ JC48P4_934_HSC_FE_S8_
#> "031" "033"
#> JC48P4_935_HSC_FE_S8_ JC48P4_936_HSC_FE_S8_
#> "031" "031"
#> JC48P4_937_HSC_FE_S8_ JC48P4_938_HSC_FE_S8_
#> "031" "014"
#> JC48P4_939_HSC_FE_S8_ JC48P4_940_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_941_HSC_FE_S8_ JC48P4_942_HSC_FE_S8_
#> "031" "031"
#> JC48P4_943_HSC_FE_S8_ JC48P4_944_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_945_HSC_FE_S8_ JC48P4_946_HSC_FE_S8_
#> "031" "031"
#> JC48P4_947_HSC_FE_S8_ JC48P4_948_HSC_FE_S8_
#> "031" "031"
#> JC48P4_949_HSC_FE_S8_ JC48P4_950_HSC_FE_S8_
#> "033" "031"
#> JC48P4_951_HSC_FE_S8_ JC48P4_952_HSC_FE_S8_
#> "031" "033"
#> JC48P4_953_HSC_FE_S8_ JC48P4_954_HSC_FE_S8_
#> "031" "031"
#> JC48P4_955_HSC_FE_S8_ JC48P4_956_HSC_FE_S8_
#> "031" "031"
#> JC48P4_957_HSC_FE_S8_ JC48P4_958_HSC_FE_S8_
#> "031" "031"
#> JC48P4_959_HSC_FE_S8_ JC48P4_960_HSC_FE_S8_
#> "031" "031"
#> JC48P4_961_HSC_FE_S8_ JC48P4_962_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_963_HSC_FE_S8_ JC48P4_964_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_965_HSC_FE_S8_ JC48P4_966_HSC_FE_S8_
#> "031" "033"
#> JC48P4_967_HSC_FE_S8_ JC48P4_968_HSC_FE_S8_
#> "031" "031"
#> JC48P4_969_HSC_FE_S8_ JC48P4_970_HSC_FE_S8_
#> "0211" "031"
#> JC48P4_971_HSC_FE_S8_ JC48P4_972_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_973_HSC_FE_S8_ JC48P4_974_HSC_FE_S8_
#> "031" "031"
#> JC48P4_975_HSC_FE_S8_ JC48P4_976_HSC_FE_S8_
#> "031" "031"
#> JC48P4_977_HSC_FE_S8_ JC48P4_978_HSC_FE_S8_
#> "0213" "031"
#> JC48P4_979_HSC_FE_S8_ JC48P4_980_HSC_FE_S8_
#> "031" "031"
#> JC48P4_981_HSC_FE_S8_ JC48P4_982_HSC_FE_S8_
#> "0211" "031"
#> JC48P4_983_HSC_FE_S8_ JC48P4_984_HSC_FE_S8_
#> "031" "033"
#> JC48P4_985_HSC_FE_S8_ JC48P4_986_HSC_FE_S8_
#> "031" "0213"
#> JC48P4_987_HSC_FE_S8_ JC48P4_988_HSC_FE_S8_
#> "031" "031"
#> JC48P4_989_HSC_FE_S8_ JC48P4_990_HSC_FE_S8_
#> "031" "031"
#> JC48P4_991_HSC_FE_S8_ JC48P4_992_HSC_FE_S8_
#> "031" "031"
#> JC48P4_993_HSC_FE_S8_ JC48P4_994_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_995_HSC_FE_S8_ JC48P4_996_HSC_FE_S8_
#> "031" "031"
#> JC48P4_997_HSC_FE_S8_ JC48P4_998_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_999_HSC_FE_S8_ JC48P4_1000_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_1001_HSC_FE_S8_ JC48P4_1002_HSC_FE_S8_
#> "031" "014"
#> JC48P4_1004_HSC_FE_S8_ JC48P4_1005_HSC_FE_S8_
#> "031" "031"
#> JC48P4_1006_HSC_FE_S8_ JC48P4_1007_HSC_FE_S8_
#> "033" "031"
#> JC48P4_1008_HSC_FE_S8_ JC48P4_1009_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_1010_HSC_FE_S8_ JC48P4_1011_HSC_FE_S8_
#> "0211" "031"
#> JC48P4_1012_HSC_FE_S8_ JC48P7_1013_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1014_HSC_FE_S8_ JC48P7_1015_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1016_HSC_FE_S8_ JC48P7_1017_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1018_HSC_FE_S8_ JC48P7_1019_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1020_HSC_FE_S8_ JC48P7_1022_HSC_FE_S8_
#> "022" "033"
#> JC48P7_1023_HSC_FE_S8_ JC48P7_1024_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1025_HSC_FE_S8_ JC48P7_1026_HSC_FE_S8_
#> "033" "014"
#> JC48P7_1027_HSC_FE_S8_ JC48P7_1028_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1029_HSC_FE_S8_ JC48P7_1030_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1031_HSC_FE_S8_ JC48P7_1032_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1033_HSC_FE_S8_ JC48P7_1034_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1035_HSC_FE_S8_ JC48P7_1036_HSC_FE_S8_
#> "033" "014"
#> JC48P7_1037_HSC_FE_S8_ JC48P7_1038_HSC_FE_S8_
#> "033" "0211"
#> JC48P7_1039_HSC_FE_S8_ JC48P7_1040_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1041_HSC_FE_S8_ JC48P7_1042_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1043_HSC_FE_S8_ JC48P7_1044_HSC_FE_S8_
#> "014" "033"
#> JC48P7_1045_HSC_FE_S8_ JC48P7_1046_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1047_HSC_FE_S8_ JC48P7_1048_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1049_HSC_FE_S8_ JC48P7_1050_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1051_HSC_FE_S8_ JC48P7_1052_HSC_FE_S8_
#> "0211" "033"
#> JC48P7_1053_HSC_FE_S8_ JC48P7_1054_HSC_FE_S8_
#> "031" "0211"
#> JC48P7_1055_HSC_FE_S8_ JC48P7_1056_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1057_HSC_FE_S8_ JC48P7_1058_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1059_HSC_FE_S8_ JC48P7_1060_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1061_HSC_FE_S8_ JC48P7_1062_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1063_HSC_FE_S8_ JC48P7_1064_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1065_HSC_FE_S8_ JC48P7_1066_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1067_HSC_FE_S8_ JC48P7_1068_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1070_HSC_FE_S8_ JC48P7_1071_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1072_HSC_FE_S8_ JC48P7_1073_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1074_HSC_FE_S8_ JC48P7_1075_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1076_HSC_FE_S8_ JC48P7_1077_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1078_HSC_FE_S8_ JC48P7_1079_HSC_FE_S8_
#> "011" "033"
#> JC48P7_1080_HSC_FE_S8_ JC48P7_1081_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1082_HSC_FE_S8_ JC48P7_1083_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1084_HSC_FE_S8_ JC48P7_1085_HSC_FE_S8_
#> "0211" "011"
#> JC48P7_1086_HSC_FE_S8_ JC48P7_1087_HSC_FE_S8_
#> "023" "031"
#> JC48P7_1088_HSC_FE_S8_ JC48P7_1089_HSC_FE_S8_
#> "031" "0213"
#> JC48P7_1090_HSC_FE_S8_ JC48P7_1091_HSC_FE_S8_
#> "031" "0211"
#> JC48P7_1092_HSC_FE_S8_ JC48P7_1093_HSC_FE_S8_
#> "0211" "0211"
#> JC48P7_1094_HSC_FE_S8_ JC48P7_1095_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1096_HSC_FE_S8_ JC48P7_1097_HSC_FE_S8_
#> "014" "033"
#> JC48P7_1098_HSC_FE_S8_ JC48P7_1099_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1100_HSC_FE_S8_ JC48P7_1101_HSC_FE_S8_
#> "0211" "031"
#> JC48P7_1102_HSC_FE_S8_ JC48P7_1103_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1104_HSC_FE_S8_ JC48P7_1105_HSC_FE_S8_
#> "0211" "031"
#> JC48P7_1106_HSC_FE_S8_ JC48P7_1107_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1108_HSC_FE_S8_ JC48P6_1109_HSC_FE_S8_
#> "0211" "031"
#> JC48P6_1110_HSC_FE_S8_ JC48P6_1111_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1112_HSC_FE_S8_ JC48P6_1113_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1114_HSC_FE_S8_ JC48P6_1115_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1116_HSC_FE_S8_ JC48P6_1117_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1118_HSC_FE_S8_ JC48P6_1119_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1120_HSC_FE_S8_ JC48P6_1121_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1122_HSC_FE_S8_ JC48P6_1123_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1124_HSC_FE_S8_ JC48P6_1125_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1126_HSC_FE_S8_ JC48P6_1127_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1128_HSC_FE_S8_ JC48P6_1129_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1130_HSC_FE_S8_ JC48P6_1131_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1132_HSC_FE_S8_ JC48P6_1133_HSC_FE_S8_
#> "014" "033"
#> JC48P6_1134_HSC_FE_S8_ JC48P6_1135_HSC_FE_S8_
#> "033" "023"
#> JC48P6_1136_HSC_FE_S8_ JC48P6_1137_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1138_HSC_FE_S8_ JC48P6_1139_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1140_HSC_FE_S8_ JC48P6_1141_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1142_HSC_FE_S8_ JC48P6_1143_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1144_HSC_FE_S8_ JC48P6_1145_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1146_HSC_FE_S8_ JC48P6_1147_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1148_HSC_FE_S8_ JC48P6_1149_HSC_FE_S8_
#> "023" "033"
#> JC48P6_1150_HSC_FE_S8_ JC48P6_1151_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1152_HSC_FE_S8_ JC48P6_1153_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1154_HSC_FE_S8_ JC48P6_1155_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1156_HSC_FE_S8_ JC48P6_1157_HSC_FE_S8_
#> "023" "031"
#> JC48P6_1158_HSC_FE_S8_ JC48P6_1159_HSC_FE_S8_
#> "033" "0211"
#> JC48P6_1160_HSC_FE_S8_ JC48P6_1161_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1162_HSC_FE_S8_ JC48P6_1163_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1164_HSC_FE_S8_ JC48P6_1165_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1166_HSC_FE_S8_ JC48P6_1167_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1168_HSC_FE_S8_ JC48P6_1169_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1170_HSC_FE_S8_ JC48P6_1171_HSC_FE_S8_
#> "023" "031"
#> JC48P6_1172_HSC_FE_S8_ JC48P6_1173_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1174_HSC_FE_S8_ JC48P6_1175_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1176_HSC_FE_S8_ JC48P6_1177_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1178_HSC_FE_S8_ JC48P6_1179_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1180_HSC_FE_S8_ JC48P6_1181_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1182_HSC_FE_S8_ JC48P6_1183_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1184_HSC_FE_S8_ JC48P6_1185_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1186_HSC_FE_S8_ JC48P6_1187_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1188_HSC_FE_S8_ JC48P6_1189_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1190_HSC_FE_S8_ JC48P6_1191_HSC_FE_S8_
#> "014" "031"
#> JC48P6_1192_HSC_FE_S8_ JC48P6_1193_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1194_HSC_FE_S8_ JC48P6_1195_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1196_HSC_FE_S8_ JC48P6_1197_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1198_HSC_FE_S8_ JC48P6_1199_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1200_HSC_FE_S8_ JC48P6_1201_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1202_HSC_FE_S8_ JC48P6_1203_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1204_HSC_FE_S8_
#> "031"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 2187))
#> JC4_349_HSC_FE_S13_ JC4_350_HSC_FE_S13_
#> "01" "01"
#> JC4_351_HSC_FE_S13_ JC4_352_HSC_FE_S13_
#> "01" "01"
#> JC4_353_HSC_FE_S13_ JC4_354_HSC_FE_S13_
#> "01" "01"
#> JC4_355_HSC_FE_S13_ JC4_356_HSC_FE_S13_
#> "01" "01"
#> JC4_357_HSC_FE_S13_ JC4_358_HSC_FE_S13_
#> "01" "01"
#> JC4_359_HSC_FE_S13_ JC4_360_HSC_FE_S13_
#> "01" "033"
#> JC4_361_HSC_FE_S13_ JC4_362_HSC_FE_S13_
#> "01" "01"
#> JC4_363_HSC_FE_S13_ JC4_364_HSC_FE_S13_
#> "033" "01"
#> JC4_365_HSC_FE_S13_ JC4_366_HSC_FE_S13_
#> "01" "01"
#> JC4_368_HSC_FE_S13_ JC4_369_HSC_FE_S13_
#> "01" "01"
#> JC4_371_HSC_FE_S13_ JC4_372_HSC_FE_S13_
#> "01" "01"
#> JC4_373_HSC_FE_S13_ JC4_374_HSC_FE_S13_
#> "01" "01"
#> JC4_375_HSC_FE_S13_ JC4_376_HSC_FE_S13_
#> "01" "01"
#> JC4_377_HSC_FE_S13_ JC4_378_HSC_FE_S13_
#> "01" "01"
#> JC4_379_HSC_FE_S13_ JC4_380_HSC_FE_S13_
#> "01" "01"
#> JC4_382_HSC_FE_S13_ JC4_383_HSC_FE_S13_
#> "01" "01"
#> JC4_384_HSC_FE_S13_ JC4_385_HSC_FE_S13_
#> "033" "01"
#> JC4_386_HSC_FE_S13_ JC4_387_HSC_FE_S13_
#> "01" "01"
#> JC4_388_HSC_FE_S13_ JC4_389_HSC_FE_S13_
#> "01" "01"
#> JC4_390_HSC_FE_S13_ JC4_391_HSC_FE_S13_
#> "01" "01"
#> JC4_392_HSC_FE_S13_ JC4_393_HSC_FE_S13_
#> "01" "01"
#> JC4_394_HSC_FE_S13_ JC4_395_HSC_FE_S13_
#> "01" "01"
#> JC4_397_HSC_FE_S13_ JC4_398_HSC_FE_S13_
#> "01" "01"
#> JC4_399_HSC_FE_S13_ JC4_400_HSC_FE_S13_
#> "01" "031"
#> JC4_401_HSC_FE_S13_ JC4_402_HSC_FE_S13_
#> "01" "01"
#> JC4_403_HSC_FE_S13_ JC4_404_HSC_FE_S13_
#> "01" "01"
#> JC4_405_HSC_FE_S13_ JC4_406_HSC_FE_S13_
#> "01" "01"
#> JC4_407_HSC_FE_S13_ JC4_408_HSC_FE_S13_
#> "01" "01"
#> JC4_409_HSC_FE_S13_ JC4_410_HSC_FE_S13_
#> "01" "01"
#> JC4_411_HSC_FE_S13_ JC4_412_HSC_FE_S13_
#> "01" "01"
#> JC4_413_HSC_FE_S13_ JC4_414_HSC_FE_S13_
#> "01" "01"
#> JC4_415_HSC_FE_S13_ JC4_416_HSC_FE_S13_
#> "01" "01"
#> JC4_417_HSC_FE_S13_ JC4_418_HSC_FE_S13_
#> "01" "01"
#> JC4_419_HSC_FE_S13_ JC4_420_HSC_FE_S13_
#> "01" "01"
#> JC4_421_HSC_FE_S13_ JC4_422_HSC_FE_S13_
#> "01" "01"
#> JC4_423_HSC_FE_S13_ JC4_424_HSC_FE_S13_
#> "01" "01"
#> JC4_425_HSC_FE_S13_ JC4_426_HSC_FE_S13_
#> "01" "01"
#> JC4_427_HSC_FE_S13_ JC4_428_HSC_FE_S13_
#> "01" "01"
#> JC4_429_HSC_FE_S13_ JC4_430_HSC_FE_S13_
#> "01" "01"
#> JC4_431_HSC_FE_S13_ JC4_432_HSC_FE_S13_
#> "01" "01"
#> JC4_433_HSC_FE_S13_ JC4_434_HSC_FE_S13_
#> "01" "01"
#> JC4_435_HSC_FE_S13_ JC4_436_HSC_FE_S13_
#> "01" "01"
#> JC20_1.1_FE_S25_ JC20_2.1_FE_S25_
#> "01" "01"
#> JC20_3.1_FE_S25_ JC20_4.1_FE_S25_
#> "01" "01"
#> JC20_5.1_FE_S25_ JC20_6.1_FE_S25_
#> "01" "01"
#> JC20_7.1_FE_S25_ JC20_8.1_FE_S25_
#> "01" "01"
#> JC20_9.1_FE_S25_ JC20_10.1_FE_S25_
#> "01" "01"
#> JC20_11.1_FE_S25_ JC20_12.1_FE_S25_
#> "01" "01"
#> JC20_1.2_FE_S25_ JC20_2.2_FE_S25_
#> "01" "01"
#> JC20_3.2_FE_S25_ JC20_4.2_FE_S25_
#> "01" "01"
#> JC20_5.2_FE_S25_ JC20_6.2_FE_S25_
#> "032" "01"
#> JC20_7.2_FE_S25_ JC20_8.2_FE_S25_
#> "01" "01"
#> JC20_9.2_FE_S25_ JC20_10.2_FE_S25_
#> "01" "01"
#> JC20_11.2_FE_S25_ JC20_12.2_FE_S25_
#> "01" "01"
#> JC20_13.1_FE_S25_ JC20_14.1_FE_S25_
#> "01" "01"
#> JC20_15.1_FE_S25_ JC20_16.1_FE_S25_
#> "01" "01"
#> JC20_17.1_FE_S25_ JC20_18.1_FE_S25_
#> "01" "01"
#> JC20_19.1_FE_S25_ JC20_20.1_FE_S25_
#> "01" "01"
#> JC20_21.1_FE_S25_ JC20_22.1_FE_S25_
#> "01" "01"
#> JC20_23.1_FE_S25_ JC20_24.1_FE_S25_
#> "01" "01"
#> JC20_13.2_FE_S25_ JC20_14.2_FE_S25_
#> "01" "01"
#> JC20_15.2_FE_S25_ JC20_16.2_FE_S25_
#> "01" "01"
#> JC20_17.2_FE_S25_ JC20_18.2_FE_S25_
#> "01" "01"
#> JC20_19.2_FE_S25_ JC20_20.2_FE_S25_
#> "01" "01"
#> JC20_21.2_FE_S25_ JC20_22.2_big_FE_S25_
#> "01" "01"
#> JC20_23.2_FE_S25_ JC20_24.2_FE_S25_
#> "01" "01"
#> JC20_25.1_FE_S25_ JC20_26.1_FE_S25_
#> "01" "01"
#> JC20_27.1_FE_S25_ JC20_29.1_FE_S25_
#> "01" "0211"
#> JC20_33.1_FE_S25_ JC20_34.1_FE_S25_
#> "01" "01"
#> JC20_36.1_FE_S25_ JC20_25.2_FE_S25_
#> "01" "01"
#> JC20_26.2_FE_S25_ JC20_27.2_FE_S25_
#> "01" "01"
#> JC20_28.2_FE_S25_ JC20_29.2_FE_S25_
#> "01" "01"
#> JC20_30.2_FE_S25_ JC20_31.2_FE_S25_
#> "01" "01"
#> JC20_33.2_FE_S25_ JC20_34.2_FE_S25_
#> "01" "01"
#> JC20_35.2_FE_S25_ JC20_36.2_FE_S25_
#> "01" "01"
#> JC20_37.1_FE_S25_ JC20_39.1_FE_S25_
#> "01" "01"
#> JC20_41.1_FE_S25_ JC20_42.1.1_FE_S25_
#> "01" "01"
#> JC20_43.1.1_FE_S25_ JC20_44.1.1_FE_S25_
#> "01" "01"
#> JC20_45.1.2_FE_S25_ JC20_46.1.2_FE_S25_
#> "01" "01"
#> JC20_48.1.2_FE_S25_ JC20_37.2_FE_S25_
#> "01" "01"
#> JC20_38.2_FE_S25_ JC20_39.2_FE_S25_
#> "01" "01"
#> JC20_40.2_FE_S25_ JC20_41.2_FE_S25_
#> "01" "01"
#> JC20_42.2.1_FE_S25_ JC20_43.2.1_FE_S25_
#> "01" "01"
#> JC20_44.2.1_FE_S25_ JC20_45.2.2_FE_S25_
#> "01" "01"
#> JC20_46.2.2_FE_S25_ JC20_47.2.2_FE_S25_
#> "01" "034"
#> JC20_48.2.2_FE_S25_ JC21_49.1_FE_S25_
#> "01" "01"
#> JC21_50.1_FE_S25_ JC21_51.1_FE_S25_
#> "01" "022"
#> JC21_52.1_FE_S25_ JC21_53.1_FE_S25_
#> "01" "01"
#> JC21_54.1_FE_S25_ JC21_55.1_FE_S25_
#> "01" "01"
#> JC21_56.1_FE_S25_ JC21_57.1_FE_S25_
#> "01" "01"
#> JC21_58.1_FE_S25_ JC21_59.1_FE_S25_
#> "01" "01"
#> JC21_60.1_FE_S25_ JC21_49.2_FE_S25_
#> "01" "01"
#> JC21_50.2_FE_S25_ JC21_51.2_FE_S25_
#> "01" "022"
#> JC21_52.2_FE_S25_ JC21_53.2_FE_S25_
#> "01" "01"
#> JC21_54.2_FE_S25_ JC21_55.2_FE_S25_
#> "01" "01"
#> JC21_56.2_FE_S25_ JC21_57.2_FE_S25_
#> "0211" "01"
#> JC21_58.2_FE_S25_ JC21_59.2_FE_S25_
#> "01" "01"
#> JC21_60.2_FE_S25_ JC21_61.1_FE_S25_
#> "022" "01"
#> JC21_62.1_FE_S25_ JC21_63.1_FE_S25_
#> "01" "01"
#> JC21_64.1_FE_S25_ JC21_65.1_FE_S25_
#> "01" "01"
#> JC21_66.1_FE_S25_ JC21_67.1_FE_S25_
#> "01" "01"
#> JC21_68.1_FE_S25_ JC21_69.1_FE_S25_
#> "01" "034"
#> JC21_70.1_FE_S25_ JC21_71.1_FE_S25_
#> "01" "01"
#> JC21_72.1_FE_S25_ JC21_61.2_FE_S25_
#> "01" "01"
#> JC21_62.2_FE_S25_ JC21_63.2_FE_S25_
#> "01" "01"
#> JC21_64.2_FE_S25_ JC21_65.2_FE_S25_
#> "01" "01"
#> JC21_66.2_FE_S25_ JC21_67.2_FE_S25_
#> "023" "032"
#> JC21_68.2_FE_S25_ JC21_69.2_FE_S25_
#> "032" "01"
#> JC21_70.2_FE_S25_ JC21_71.2_FE_S25_
#> "01" "01"
#> JC21_72.2_FE_S25_ JC21_73.1_FE_S25_
#> "01" "01"
#> JC21_74.1_FE_S25_ JC21_75.1_FE_S25_
#> "01" "01"
#> JC21_76.1_FE_S25_ JC21_77.1_FE_S25_
#> "022" "01"
#> JC21_78.1_FE_S25_ JC21_79.1_FE_S25_
#> "01" "01"
#> JC21_80.1_FE_S25_ JC21_81.1_FE_S25_
#> "01" "01"
#> JC21_82.1_FE_S25_ JC21_83.1_FE_S25_
#> "01" "032"
#> JC21_84.1_FE_S25_ JC21_73.2_FE_S25_
#> "0211" "01"
#> JC21_74.2_FE_S25_ JC21_75.2_FE_S25_
#> "01" "01"
#> JC21_76.2_FE_S25_ JC21_77.2_FE_S25_
#> "022" "01"
#> JC21_78.2_FE_S25_ JC21_79.2_FE_S25_
#> "01" "01"
#> JC21_80.2_FE_S25_ JC21_81.2_FE_S25_
#> "032" "01"
#> JC21_82.2_FE_S25_ JC21_83.2_FE_S25_
#> "01" "01"
#> JC21_84.2_FE_S25_ JC21_85.1_FE_S25_
#> "01" "01"
#> JC21_86.1_FE_S25_ JC21_87.1_FE_S25_
#> "01" "01"
#> JC21_88.1_FE_S25_ JC21_89.1_FE_S25_
#> "01" "01"
#> JC21_90.1_FE_S25_ JC21_91.1_FE_S25_
#> "01" "01"
#> JC21_92.1_FE_S25_ JC21_93.1_FE_S25_
#> "01" "01"
#> JC21_94.1_FE_S25_ JC21_95.1_FE_S25_
#> "01" "01"
#> JC21_96.1_FE_S25_ JC21_85.2_FE_S25_
#> "01" "01"
#> JC21_86.2_FE_S25_ JC21_87.2_FE_S25_
#> "01" "01"
#> JC21_88.2_FE_S25_ JC21_89.2_FE_S25_
#> "01" "01"
#> JC21_90.2_FE_S25_ JC21_91.2_FE_S25_
#> "01" "01"
#> JC21_92.2_FE_S25_ JC21_93.2_FE_S25_
#> "01" "01"
#> JC21_94.2_FE_S25_ JC21_95.2_FE_S25_
#> "01" "01"
#> JC21_96.2_FE_S25_ JC26_98.1_S32_
#> "01" "01"
#> JC26_99.1_S32_ JC26_100.1_W_S32_
#> "032" "0212"
#> JC26_101.1_S32_ JC26_102.1_S32_
#> "032" "01"
#> JC26_103.1_S32_ JC26_104.1_S32_
#> "01" "01"
#> JC26_106.1.3_S32_ JC26_108.1.3_S32_
#> "01" "01"
#> JC26_146_S32_ JC26_98.2_S32_
#> "032" "01"
#> JC26_99.2_S32_ JC26_100.2_W_S32_
#> "0211" "022"
#> JC26_101.2_S32_ JC26_102.2_S32_
#> "01" "01"
#> JC26_103.2_S32_ JC26_104.2_S32_
#> "01" "022"
#> JC26_105.2.3_S32_ JC26_106.2.3_S32_
#> "01" "01"
#> JC26_107.2.3_S32_ JC26_108.2.3_S32_
#> "01" "01"
#> JC26_109.1.3_S32_ JC26_110.1.4_S32_
#> "01" "01"
#> JC26_111.1.4_S32_ JC26_112.1.4_S32_
#> "01" "01"
#> JC26_113.1.4_S32_ JC26_114.1_S32_
#> "01" "032"
#> JC26_115.1.5_S32_ JC26_116.1.5_S32_
#> "01" "032"
#> JC26_117.1.5_S32_ JC26_118.1_S32_
#> "01" "034"
#> JC26_119.1_W.6_S32_ JC26_120.1.6_S32_
#> "01" "01"
#> JC26_109.2.3_S32_ JC26_110.2.4_S32_
#> "032" "01"
#> JC26_111.2.4_S32_ JC26_112.2.4_S32_
#> "022" "01"
#> JC26_113.2.4_S32_ JC26_114.2_S32_
#> "01" "01"
#> JC26_115.2.5_S32_ JC26_116.2.5_S32_
#> "01" "022"
#> JC26_117.2.5_S32_ JC26_118.2_S32_
#> "01" "01"
#> JC26_119.2_W.6_S32_ JC26_120.2.6_S32_
#> "034" "01"
#> JC26_121.1.6_S32_ JC26_122.1.6_S32_
#> "022" "01"
#> JC26_123.1.6_S32_ JC26_125.1.6_S32_
#> "01" "023"
#> JC26_127.1_S32_ JC26_128.1.7_S32_
#> "032" "022"
#> JC26_129.1_W.7_S32_ JC26_130.1.7_S32_
#> "01" "022"
#> JC26_131.1.7_S32_ JC26_132.1.7_S32_
#> "0211" "023"
#> JC26_121.2.6_S32_ JC26_122.2.6_S32_
#> "032" "032"
#> JC26_123.2.6_S32_ JC26_124.2.6_S32_
#> "032" "01"
#> JC26_125.2.6_S32_ JC26_126.2_S32_
#> "01" "01"
#> JC26_127.2_S32_ JC26_128.2.7_S32_
#> "01" "022"
#> JC26_129.2_W.7_S32_ JC26_130.2.7_S32_
#> "01" "01"
#> JC26_131.2.7_S32_ JC26_132.2.7_S32_
#> "01" "01"
#> JC26_135.1.7_S32_ JC26_136.1.7_S32_
#> "01" "01"
#> JC26_137.1.8_S32_ JC26_147.8_S32_
#> "01" "01"
#> JC26_139.1.8_S32_ JC26_140.1.8_S32_
#> "01" "01"
#> JC26_141.1_S32_ JC26_142.1_S32_
#> "01" "01"
#> JC26_143.1_W_S32_ JC26_144.1_S32_
#> "022" "01"
#> JC26_134.2.7_S32_ JC26_135.2.7_S32_
#> "01" "01"
#> JC26_136.2.7_S32_ JC26_137.2.8_S32_
#> "01" "01"
#> JC26_140.2.8_S32_ JC26_141.2_S32_
#> "01" "01"
#> JC26_143.2_W_S32_ JC26_144.2_S32_
#> "01" "01"
#> JC27_149.1_W.9_MA_S33_ JC27_151.1.9_MA_S33_
#> "01" "01"
#> JC27_152.1.9_MA_S33_ JC27_153.1.9_MA_S33_
#> "01" "01"
#> JC27_154.1.9_MA_S33_ JC27_155.1.9_MA_S33_
#> "01" "01"
#> JC27_156.1.9_MA_S33_ JC27_157.1_MA_S33_
#> "01" "0212"
#> JC27_158.1_MA_S33_ JC27_159.1_MA_S33_
#> "01" "01"
#> JC27_160.1_MA_S33_ JC27_149.2_W.9_MA_S33_
#> "01" "0213"
#> JC27_150.2.9_MA_S33_ JC27_151.2_big.9_MA_S33_
#> "01" "01"
#> JC27_152.2.9_MA_S33_ JC27_153.2.9_MA_S33_
#> "01" "032"
#> JC27_154.2.9_MA_S33_ JC27_155.2.9_MA_S33_
#> "01" "01"
#> JC27_156.2.9_MA_S33_ JC27_157.2_MA_S33_
#> "01" "01"
#> JC27_158.2_MA_S33_ JC27_159.2_MA_S33_
#> "01" "022"
#> JC27_160.2_MA_S33_ JC27_162.1_MA_S33_
#> "022" "01"
#> JC27_163.1_MA_S33_ JC27_164.1_MA_S33_
#> "01" "0211"
#> JC27_165.1_MA_S33_ JC27_166.1_MA_S33_
#> "01" "01"
#> JC27_167.1_MA_S33_ JC27_168.1_MA_S33_
#> "01" "022"
#> JC27_169.1_MA_S33_ JC27_170.1_MA_S33_
#> "01" "022"
#> JC27_171.1_MA_S33_ JC27_172.1_MA_S33_
#> "01" "022"
#> JC27_161.2_MA_S33_ JC27_162.2_MA_S33_
#> "022" "01"
#> JC27_163.2_MA_S33_ JC27_164.2_MA_S33_
#> "022" "034"
#> JC27_165.2_MA_S33_ JC27_166.2_MA_S33_
#> "01" "01"
#> JC27_167.2_MA_S33_ JC27_168.2_MA_S33_
#> "01" "0212"
#> JC27_169.2_MA_S33_ JC27_170.2_MA_S33_
#> "022" "01"
#> JC27_172.2_MA_S33_ JC27_173.1_MA_S33_
#> "022" "01"
#> JC27_174.1_MA_S33_ JC27_175.1_MA_S33_
#> "01" "022"
#> JC27_177.1_big_MA_S33_ JC27_178.1_MA_S33_
#> "01" "022"
#> JC27_180.1_W_MA_S33_ JC27_181.1_MA_S33_
#> "01" "01"
#> JC27_182.1_W_MA_S33_ JC27_183.1_MA_S33_
#> "01" "022"
#> JC27_184.1_MA_S33_ JC27_173.2_big_MA_S33_
#> "0212" "01"
#> JC27_174.2_MA_S33_ JC27_175.2_MA_S33_
#> "023" "01"
#> JC27_176.2_W_MA_S33_ JC27_177.2_MA_S33_
#> "01" "01"
#> JC27_178.2_MA_S33_ JC27_179.2_MA_S33_
#> "01" "01"
#> JC27_180.2_W_MA_S33_ JC27_181.2_big_MA_S33_
#> "01" "01"
#> JC27_182.2_W_MA_S33_ JC27_183.2_MA_S33_
#> "01" "01"
#> JC27_184.2_MA_S33_ JC27_185.1_MA_S33_
#> "01" "022"
#> JC27_186.1_MA_S33_ JC27_187.1_MA_S33_
#> "01" "01"
#> JC27_188.1_MA_S33_ JC27_189.1_MA_S33_
#> "01" "01"
#> JC27_190.1_MA_S33_ JC27_191.1_MA_S33_
#> "01" "01"
#> JC27_192.1_W_MA_S33_ JC27_193.1_._big_MA_S33_
#> "0213" "01"
#> JC27_193.3_MA_S33_ JC27_195.1_MA_S33_
#> "01" "0212"
#> JC27_196.1_MA_S33_ JC27_185.2_MA_S33_
#> "0211" "01"
#> JC27_186.2_MA_S33_ JC27_187.2_MA_S33_
#> "01" "0212"
#> JC27_188.2_MA_S33_ JC27_189.2_MA_S33_
#> "0211" "01"
#> JC27_190.2_MA_S33_ JC27_191.2_MA_S33_
#> "01" "01"
#> JC27_192.2_W_MA_S33_ JC27_193.2_MA_S33_
#> "01" "01"
#> JC27_193.4_MA_S33_ JC27_195.2_MA_S33_
#> "01" "01"
#> JC27_196.2_MA_S33_ JC28_197.1_FE_S33_
#> "01" "01"
#> JC28_198.1_FE_S33_ JC28_200.1.23_FE_S33_
#> "01" "01"
#> JC28_201.1.23_FE_S33_ JC28_202.1_FE_S33_
#> "01" "01"
#> JC28_203.1_FE_S33_ JC28_205.1_FE_S33_
#> "01" "01"
#> JC28_206.1_FE_S33_ JC28_207.1_FE_S33_
#> "01" "01"
#> JC28_208.1_FE_S33_ JC28_197.2_FE_S33_
#> "01" "01"
#> JC28_198.2_big_FE_S33_ JC28_199.2.23_FE_S33_
#> "01" "01"
#> JC28_201.2.23_FE_S33_ JC28_202.2_FE_S33_
#> "01" "01"
#> JC28_203.2_FE_S33_ JC28_204.2_FE_S33_
#> "01" "01"
#> JC28_205.2_FE_S33_ JC28_206.2_FE_S33_
#> "01" "01"
#> JC28_207.2_FE_S33_ JC28_208.2_FE_S33_
#> "01" "01"
#> JC28_210.1_FE_S33_ JC28_211.1_FE_S33_
#> "01" "01"
#> JC28_212.1_FE_S33_ JC28_213.1.26_FE_S33_
#> "023" "01"
#> JC28_214.1.26_FE_S33_ JC28_215.1.26_FE_S33_
#> "01" "01"
#> JC28_216.1.26_FE_S33_ JC28_217.1.26_FE_S33_
#> "01" "034"
#> JC28_218.1_FE_S33_ JC28_220.1_FE_S33_
#> "01" "01"
#> JC28_209.2_FE_S33_ JC28_210.2_FE_S33_
#> "01" "034"
#> JC28_211.2_FE_S33_ JC28_212.2_FE_S33_
#> "023" "023"
#> JC28_214.2.26_FE_S33_ JC28_216.2.26_FE_S33_
#> "023" "01"
#> JC28_217.2.26_FE_S33_ JC28_218.2_FE_S33_
#> "01" "01"
#> JC28_219.2_FE_S33_ JC28_220.2_FE_S33_
#> "022" "0212"
#> JC28_222.1_FE_S33_ JC28_223.1_FE_S33_
#> "01" "032"
#> JC28_228.1.29_FE_S33_ JC28_229.1.29_FE_S33_
#> "01" "023"
#> JC28_230.1.29_FE_S33_ JC28_231.1_FE_S33_
#> "023" "01"
#> JC28_232.1_FE_S33_ JC28_221.2_FE_S33_
#> "01" "01"
#> JC28_222.2_FE_S33_ JC28_223.2_FE_S33_
#> "01" "01"
#> JC28_224.2_FE_S33_ JC28_225.2.29_FE_S33_
#> "01" "01"
#> JC28_226.2.29_FE_S33_ JC28_227.2.29_FE_S33_
#> "01" "01"
#> JC28_229.2.29_FE_S33_ JC28_230.2.29_FE_S33_
#> "01" "01"
#> JC28_232.2_FE_S33_ JC28_233.3_T_FE_S33_
#> "01" "032"
#> JC28_235.1_FE_S33_ JC28_236.1_FE_S33_
#> "01" "01"
#> JC28_237.1_FE_S33_ JC28_238.1_FE_S33_
#> "01" "01"
#> JC28_239.1_FE_S33_ JC28_240.1_FE_S33_
#> "01" "01"
#> JC28_241.1_FE_S33_ JC28_242.1_FE_S33_
#> "01" "01"
#> JC28_243.1_FE_S33_ JC28_244.1_FE_S33_
#> "01" "01"
#> JC28_233.2_T_FE_S33_ JC28_234.2_FE_S33_
#> "01" "01"
#> JC28_235.2_FE_S33_ JC28_236.2_FE_S33_
#> "01" "01"
#> JC28_237.2_FE_S33_ JC28_238.2_FE_S33_
#> "01" "01"
#> JC28_239.2_FE_S33_ JC28_240.2_FE_S33_
#> "01" "01"
#> JC28_241.2_FE_S33_ JC28_242.2_FE_S33_
#> "01" "01"
#> JC28_243.2_FE_S33_ JC30_245.1_MA
#> "01" "01"
#> JC30_246.1_MA JC30_247.1_MA
#> "01" "01"
#> JC30_248.1.32_MA JC30_249.1.32_MA
#> "01" "01"
#> JC30_250.1.32_MA JC30_251.1_MA
#> "01" "01"
#> JC30_252.1_T_MA JC30_252.3_T_MA
#> "034" "01"
#> JC30_254.1_MA JC30_255.1_MA
#> "01" "01"
#> JC30_256.1_MA JC30_245.2_MA
#> "01" "01"
#> JC30_246.2_MA JC30_247.2_MA
#> "022" "01"
#> JC30_248.2.32_MA JC30_249.2.32_MA
#> "01" "01"
#> JC30_250.2.32_MA JC30_251.2_MA
#> "01" "01"
#> JC30_252.2_T_MA JC30_254.3_MA
#> "01" "01"
#> JC30_254.2_._MA JC30_255.2_MA
#> "01" "01"
#> JC30_256.2_MA JC30_257.1_MA
#> "01" "01"
#> JC30_258.1.33_MA JC30_259.1_W.33_MA
#> "01" "01"
#> JC30_260.1_W.33_MA JC30_261.1.34_MA
#> "01" "01"
#> JC30_261.3.34_MA JC30_263.1.34_MA
#> "01" "01"
#> JC30_264.1_W.34_MA JC30_265.1_MA
#> "01" "01"
#> JC30_265.3_._big_MA JC30_265.4_MA
#> "01" "01"
#> JC30_268.1_MA JC30_257.2_MA
#> "034" "01"
#> JC30_258.2.33_MA JC30_259.2_W.33_MA
#> "01" "01"
#> JC30_260.2_W.33_MA JC30_261.2_..34_MA
#> "01" "01"
#> JC30_261.4.34_MA JC30_263.2.34_MA
#> "01" "01"
#> JC30_264.2_W.34_MA JC30_265.2_MA
#> "01" "01"
#> JC30_265.5_MA JC30_265.6_MA
#> "01" "01"
#> JC30_268.2_MA JC30_269.1_W_MA
#> "034" "01"
#> JC30_270.1_W_MA JC30_271.1_W_MA
#> "01" "01"
#> JC30_272.1_W_MA JC30_273.1_MA
#> "01" "01"
#> JC30_273.3_MA JC30_275.1_T_MA
#> "01" "01"
#> JC30_276.1_MA JC30_277.1_T_MA
#> "01" "01"
#> JC30_277.3_T_MA JC30_279.1_MA
#> "01" "01"
#> JC30_280.1_MA JC30_269.2_W_MA
#> "01" "01"
#> JC30_270.2_W_MA JC30_271.2_W_MA
#> "01" "01"
#> JC30_272.2_W_MA JC30_273.2_._MA
#> "01" "01"
#> JC30_275.3_T_MA JC30_275.2_T_MA
#> "01" "01"
#> JC30_276.2_MA JC30_277.2_T_MA
#> "01" "01"
#> JC30_279.3_._MA JC30_279.2_MA
#> "01" "01"
#> JC30_280.2_MA JC30_281.1_MA
#> "01" "01"
#> JC30_282.1_MA JC30_283.1_MA
#> "01" "01"
#> JC30_284.1_MA JC30_285.1_MA
#> "01" "01"
#> JC30_286.1_MA JC30_287.1_MA
#> "01" "01"
#> JC30_288.1_._MA JC30_288.3_MA
#> "01" "01"
#> JC30_290.1_MA JC30_291.1_MA
#> "01" "01"
#> JC30_292.1_MA JC30_281.2_MA
#> "01" "01"
#> JC30_282.2_MA JC30_283.2_MA
#> "01" "032"
#> JC30_284.2_MA JC30_285.2_MA
#> "01" "01"
#> JC30_286.2_MA JC30_287.2_MA
#> "01" "01"
#> JC30_288.2_MA JC30_289.2_MA
#> "01" "01"
#> JC30_289.1_MA JC30_291.2_MA
#> "01" "01"
#> JC30_292.2_MA JC32_293.1_W_
#> "01" "01"
#> JC32_294.1.37_ JC32_295.1_T.37_
#> "01" "01"
#> JC32_296.1_T.37_ JC32_296.3_T.37_
#> "01" "01"
#> JC32_298.1.37_ JC32_300.2_..38_
#> "022" "034"
#> JC32_300.3_..38_ JC32_302.1.38_
#> "01" "01"
#> JC32_303.1.38_ JC32_293.2_W_
#> "034" "01"
#> JC32_294.2.37_ JC32_295.2_T_W.37_
#> "01" "01"
#> JC32_296.2_T.37_ JC32_295.3_T_W.37_
#> "01" "01"
#> JC32_298.2_big.37_ JC32_299.2_
#> "01" "01"
#> JC32_300.1_..38_ JC32_300.4_..38_
#> "01" "01"
#> JC32_302.2.38_ JC32_303.2.38_
#> "01" "01"
#> JC32_304.2.39_ JC32_305.1.39_
#> "01" "01"
#> JC32_306.1.39_ JC32_307.1.39_
#> "01" "01"
#> JC32_308.1.40_ JC32_309.1_..40_
#> "01" "01"
#> JC32_309.3.40_ JC32_311.1.40_
#> "01" "01"
#> JC32_312.1.40_ JC32_314.1.41_
#> "01" "01"
#> JC32_315.1_T.41_ JC32_315.3_T.41_
#> "0212" "01"
#> JC32_305.2.39_ JC32_306.2.39_
#> "01" "01"
#> JC32_307.2.39_ JC32_308.2.40_
#> "01" "01"
#> JC32_309.2.40_ JC32_309.4.40_
#> "01" "01"
#> JC32_311.2.40_ JC32_312.2.40_
#> "01" "01"
#> JC32_313.2.40_ JC32_314.2.41_
#> "01" "01"
#> JC32_315.2_T.41_ JC32_317.3.41_
#> "01" "01"
#> JC32_317.1.41_ JC32_318.1.41_
#> "01" "01"
#> JC32_319.1.41_ JC32_320.1.41_
#> "01" "01"
#> JC32_321.1.41_ JC32_322.1.41_
#> "01" "0213"
#> JC32_323.1.42_ JC32_324.1.42_
#> "0213" "01"
#> JC32_325.1_W.42_ JC32_326.1_..42_
#> "01" "01"
#> JC32_326.3.42_ JC32_328.1.43_
#> "01" "01"
#> JC32_317.2_..41_ JC32_318.2.41_
#> "01" "01"
#> JC32_319.2.41_ JC32_320.2.41_
#> "01" "01"
#> JC32_321.2.41_ JC32_322.2.41_
#> "01" "01"
#> JC32_323.2.42_ JC32_324.2.42_
#> "01" "032"
#> JC32_325.2_W.42_ JC32_326.2.42_
#> "01" "01"
#> JC32_327.2.42_ JC32_328.2.43_
#> "01" "01"
#> JC32_329.1.43_ JC32_330.1.43_
#> "032" "034"
#> JC32_331.1.43_ JC32_331.3.43_
#> "01" "01"
#> JC32_333.1.43_ JC32_334.1.44_
#> "01" "01"
#> JC32_335.1.44_ JC32_336.1.44_
#> "01" "01"
#> JC32_337.1.44_ JC32_338.1.44_
#> "01" "01"
#> JC32_338.3_._big.44_ JC32_340.1_T_
#> "032" "01"
#> JC32_329.2.43_ JC32_330.2.43_
#> "01" "022"
#> JC32_331.2.43_ JC32_331.4_._big.43_
#> "01" "01"
#> JC32_333.2.43_ JC32_334.2.44_
#> "01" "01"
#> JC32_335.2.44_ JC32_336.2.44_
#> "023" "01"
#> JC32_337.2.44_ JC32_338.2.44_
#> "01" "01"
#> JC32_340.3_T_ JC32_340.2_T_
#> "022" "01"
#> JC35_437.1.45_MA_S45_ JC35_437.3_._big.45_MA_S45_
#> "01" "01"
#> JC35_437.5.45_MA_S45_ JC35_437.7.45_MA_S45_
#> "01" "01"
#> JC35_441.1.46_MA_S45_ JC35_442.1.46_MA_S45_
#> "01" "01"
#> JC35_443.1.47_MA_S45_ JC35_444.1_T.47_MA_S45_
#> "01" "01"
#> JC35_444.3_T.47_MA_S45_ JC35_446.1.48_MA_S45_
#> "01" "01"
#> JC35_447.1.48_MA_S45_ JC35_448.1.48_MA_S45_
#> "01" "01"
#> JC35_437.2.45_MA_S45_ JC35_437.4.45_MA_S45_
#> "01" "01"
#> JC35_437.6.45_MA_S45_ JC35_437.8.45_MA_S45_
#> "01" "01"
#> JC35_441.2.46_MA_S45_ JC35_442.2.46_MA_S45_
#> "01" "01"
#> JC35_443.2.47_MA_S45_ JC35_444.2_T.47_MA_S45_
#> "01" "01"
#> JC35_451.3_._big.48_MA_S45_ JC35_446.2.48_MA_S45_
#> "01" "01"
#> JC35_447.2.48_MA_S45_ JC35_448.2.48_MA_S45_
#> "01" "01"
#> JC35_449.1.48_MA_S45_ JC35_450.1.48_MA_S45_
#> "01" "01"
#> JC35_451.1.48_MA_S45_ JC35_452.1_adi_MA_S45_
#> "01" "01"
#> JC35_453.1_._MA_S45_ JC35_453.3_MA_S45_
#> "01" "01"
#> JC35_455.1_T_MA_S45_ JC35_456.1.49_MA_S45_
#> "01" "034"
#> JC35_457.1.49_MA_S45_ JC35_458.1.49_MA_S45_
#> "01" "01"
#> JC35_459.1.50_MA_S45_ JC35_460.1.50_MA_S45_
#> "01" "01"
#> JC35_449.2.48_MA_S45_ JC35_450.2.48_MA_S45_
#> "01" "01"
#> JC35_451.2.48_MA_S45_ JC35_445.1_adi_MA_S45_
#> "01" "01"
#> JC35_453.2_MA_S45_ JC35_455.3_T_MA_S45_
#> "01" "01"
#> JC35_455.2_T_MA_S45_ JC35_456.2.49_MA_S45_
#> "022" "034"
#> JC35_457.2.49_MA_S45_ JC35_458.2.49_MA_S45_
#> "032" "034"
#> JC35_459.2.50_MA_S45_ JC35_460.2.50_MA_S45_
#> "01" "01"
#> JC35_461.1_._MA_S45_ JC35_461.4_._MA_S45_
#> "01" "01"
#> JC35_463.1_MA_S45_ JC35_464.1.51_MA_S45_
#> "01" "01"
#> JC35_465.1_T.51_MA_S45_ JC35_465.3_T.51_MA_S45_
#> "01" "01"
#> JC35_467.3_..52_MA_S45_ JC35_467.4_..52_MA_S45_
#> "01" "01"
#> JC35_469.1_T.52_MA_S45_ JC35_470.1_._MA_S45_
#> "022" "01"
#> JC35_470.3_MA_S45_ JC35_472.1_MA_S45_
#> "01" "01"
#> JC35_461.2_._MA_S45_ JC35_461.3_._MA_S45_
#> "01" "032"
#> JC35_463.2_MA_S45_ JC35_464.2.51_MA_S45_
#> "01" "01"
#> JC35_465.2_T.51_MA_S45_ JC35_467.1_..52_MA_S45_
#> "01" "01"
#> JC35_467.2_..52_MA_S45_ JC35_469.3_T.52_MA_S45_
#> "01" "01"
#> JC35_469.2_T.52_MA_S45_ JC35_470.2_MA_S45_
#> "01" "01"
#> JC35_475.3_T_MA_S45_ JC35_484.1_MA_S45_
#> "01" "01"
#> JC35_473.1_MA_S45_ JC35_474.1_MA_S45_
#> "01" "01"
#> JC35_475.1_T_MA_S45_ JC35_476.1_W.53_MA_S45_
#> "01" "01"
#> JC35_477.1.53_MA_S45_ JC35_478.1.53_MA_S45_
#> "01" "01"
#> JC35_479.1_MA_S45_ JC35_480.1_W.54_MA_S45_
#> "01" "01"
#> JC35_481.1.54_MA_S45_ JC35_482.1.55_MA_S45_
#> "01" "01"
#> JC35_483.1_W.55_MA_S45_ JC35_472.2_MA_S45_
#> "01" "01"
#> JC35_473.2_MA_S45_ JC35_474.2_MA_S45_
#> "01" "01"
#> JC35_475.2_T_MA_S45_ JC35_476.2_W.53_MA_S45_
#> "01" "01"
#> JC35_477.2.53_MA_S45_ JC35_478.2.53_MA_S45_
#> "01" "01"
#> JC35_479.2_MA_S45_ JC35_480.2_W.54_MA_S45_
#> "01" "01"
#> JC35_481.2.54_MA_S45_ JC35_482.2.55_MA_S45_
#> "01" "01"
#> JC35_483.2_W.55_MA_S45_ JC35_484.2_MA_S45_
#> "01" "01"
#> JC36_486.1_T.56_MA_S46_ JC36_486.3_T.56_MA_S46_
#> "0212" "022"
#> JC36_488.1.56_MA_S46_ JC36_490.4_._W.57_MA_S46_
#> "033" "01"
#> JC36_492.3.57_MA_S46_ JC36_494.1.58_MA_S46_
#> "01" "0212"
#> JC36_495.1.58_MA_S46_ JC36_496.1.58_MA_S46_
#> "01" "01"
#> JC36_486.2_T.56_MA_S46_ JC36_488.3_..56_MA_S46_
#> "01" "022"
#> JC36_488.2.56_MA_S46_ JC36_489.2.56_MA_S46_
#> "01" "01"
#> JC36_490.2_._W.57_MA_S46_ JC36_490.3_._W.57_MA_S46_
#> "01" "01"
#> JC36_492.2.57_MA_S46_ JC36_495.3_..58_MA_S46_
#> "01" "01"
#> JC36_494.2.58_MA_S46_ JC36_495.2.58_MA_S46_
#> "01" "01"
#> JC36_497.1_W.58_MA_S46_ JC36_499.1_W_MA_S46_
#> "0211" "032"
#> JC36_500.1_MA_S46_ JC36_501.1_._MA_S46_
#> "01" "0213"
#> JC36_501.3_MA_S46_ JC36_503.1_._adi_MA_S46_
#> "0212" "01"
#> JC36_505.1.59_MA_S46_ JC36_506.1.59_MA_S46_
#> "032" "022"
#> JC36_507.3.59_MA_S46_ JC36_497.2_W.58_MA_S46_
#> "01" "032"
#> JC36_499.2_W_MA_S46_ JC36_500.2_MA_S46_
#> "022" "01"
#> JC36_501.2_MA_S46_ JC36_503.3_MA_S46_
#> "0212" "01"
#> JC36_503.2_MA_S46_ JC36_504.2.59_MA_S46_
#> "01" "032"
#> JC36_505.2.59_MA_S46_ JC36_506.2.59_MA_S46_
#> "01" "01"
#> JC36_507.2.59_MA_S46_ JC36_520.3_T_MA_S46_
#> "01" "022"
#> JC36_511.1_W.61_MA_S46_ JC36_513.1_MA_S46_
#> "022" "0212"
#> JC36_514.1.62_MA_S46_ JC36_515.1_._big.62_MA_S46_
#> "01" "022"
#> JC36_515.3.62_MA_S46_ JC36_515.5.62_MA_S46_
#> "01" "01"
#> JC36_518.1_._MA_S46_ JC36_519.3_._MA_S46_
#> "01" "0213"
#> JC36_520.1_T_MA_S46_ JC36_511.2_W.61_MA_S46_
#> "01" "032"
#> JC36_512.2_W.61_MA_S46_ JC36_513.2_MA_S46_
#> "01" "01"
#> JC36_514.2.62_MA_S46_ JC36_515.2.62_MA_S46_
#> "01" "01"
#> JC36_515.4.62_MA_S46_ JC36_515.6.62_MA_S46_
#> "01" "01"
#> JC36_518.2_._MA_S46_ JC36_519.4_._MA_S46_
#> "01" "034"
#> JC36_520.2_T_MA_S46_ JC36_521.1_MA_S46_
#> "022" "022"
#> JC36_523.1.63_MA_S46_ JC36_524.1_..63_MA_S46_
#> "01" "01"
#> JC36_524.3.63_MA_S46_ JC36_524.5.63_MA_S46_
#> "01" "01"
#> JC36_527.1_MA_S46_ JC36_528.1_MA_S46_
#> "01" "01"
#> JC36_529.1_._MA_S46_ JC36_530.1_._MA_S46_
#> "01" "022"
#> JC36_531.1_MA_S46_ JC36_532.1_MA_S46_
#> "01" "022"
#> JC36_521.2_MA_S46_ JC36_522.2_MA_S46_
#> "01" "01"
#> JC36_523.2.63_MA_S46_ JC36_524.2.63_MA_S46_
#> "01" "01"
#> JC36_524.4.63_MA_S46_ JC36_531.3_._MA_S46_
#> "032" "01"
#> JC36_527.2_MA_S46_ JC36_528.2_MA_S46_
#> "022" "01"
#> JC36_529.2_._MA_S46_ JC36_530.2_._MA_S46_
#> "0212" "022"
#> JC36_531.2_MA_S46_ JC36_532.2_MA_S46_
#> "0213" "022"
#> JC37_533.1_W.64_MA_S46_ JC37_533.3.64_MA_S46_
#> "023" "034"
#> JC37_534.1.64_MA_S46_ JC37_534.4.64_MA_S46_
#> "01" "032"
#> JC37_537.1_MA_S46_ JC37_538.1_MA_S46_
#> "01" "0212"
#> JC37_539.1_..65_MA_S46_ JC37_539.3.65_MA_S46_
#> "01" "01"
#> JC37_541.1.65_MA_S46_ JC37_542.1.65_MA_S46_
#> "01" "0211"
#> JC37_543.1.65_MA_S46_ JC37_544.1_..65_MA_S46_
#> "0212" "0212"
#> JC37_533.2_._W.64_MA_S46_ JC37_534.3.64_MA_S46_
#> "01" "01"
#> JC37_534.5.64_MA_S46_ JC37_537.2_MA_S46_
#> "01" "01"
#> JC37_538.2_MA_S46_ JC37_539.2.65_MA_S46_
#> "01" "01"
#> JC37_544.3.65_MA_S46_ JC37_541.2.65_MA_S46_
#> "032" "0212"
#> JC37_542.2.65_MA_S46_ JC37_544.2.65_MA_S46_
#> "01" "032"
#> JC37_545.1_T.65_MA_S46_ JC37_545.3_T.65_MA_S46_
#> "0212" "032"
#> JC37_547.1_MA_S46_ JC37_548.1_MA_S46_
#> "0212" "0211"
#> JC37_549.1_MA_S46_ JC37_550.1_._MA_S46_
#> "01" "0211"
#> JC37_551.1_MA_S46_ JC37_553.3_MA_S46_
#> "032" "0213"
#> JC37_553.1_._big_adi_MA_S46_ JC37_554.1_MA_S46_
#> "022" "0213"
#> JC37_555.1.66_MA_S46_ JC37_556.1.66_MA_S46_
#> "022" "01"
#> JC37_545.2_T.65_MA_S46_ JC37_550.3_MA_S46_
#> "0212" "032"
#> JC37_547.2_MA_S46_ JC37_548.2_MA_S46_
#> "01" "022"
#> JC37_549.2_MA_S46_ JC37_550.2_MA_S46_
#> "01" "022"
#> JC37_551.2_MA_S46_ JC37_553.4_MA_S46_
#> "01" "0212"
#> JC37_553.2_MA_S46_ JC37_554.2_MA_S46_
#> "0211" "01"
#> JC37_555.2.66_MA_S46_ JC37_556.2.66_MA_S46_
#> "022" "031"
#> JC37_557.1_ery.66_MA_S46_ JC37_558.1.66_MA_S46_
#> "01" "01"
#> JC37_559.1_ery.66_MA_S46_ JC37_560.1_MA_S46_
#> "01" "022"
#> JC37_561.1_ery_MA_S46_ JC37_562.4_..67_MA_S46_
#> "032" "023"
#> JC37_564.1.67_MA_S46_ JC37_566.1.67_MA_S46_
#> "022" "01"
#> JC37_567.1_ery.67_MA_S46_ JC37_568.1_MA_S46_
#> "032" "022"
#> JC37_558.2_ery.66_MA_S46_ JC37_559.2_ery.66_MA_S46_
#> "01" "01"
#> JC37_560.2_MA_S46_ JC37_561.2_MA_S46_
#> "022" "01"
#> JC37_562.2_._ery.67_MA_S46_ JC37_562.3_..67_MA_S46_
#> "01" "01"
#> JC37_564.2.67_MA_S46_ JC37_565.2.67_MA_S46_
#> "0213" "01"
#> JC37_566.2.67_MA_S46_ JC37_567.2.67_MA_S46_
#> "01" "01"
#> JC37_570.1.68_MA_S46_ JC37_571.1_..68_MA_S46_
#> "0212" "01"
#> JC37_571.4_..68_MA_S46_ JC37_573.1_MA_S46_
#> "0213" "01"
#> JC37_574.1_T_MA_S46_ JC37_574.3_T_MA_S46_
#> "01" "01"
#> JC37_576.1_T_W.69_MA_S46_ JC37_577.1.69_MA_S46_
#> "034" "01"
#> JC37_578.1_MA_S46_ JC37_579.1_._MA_S46_
#> "01" "0212"
#> JC37_579.3_MA_S46_ JC37_569.2_MA_S46_
#> "0212" "01"
#> JC37_570.2.68_MA_S46_ JC37_571.3_..68_MA_S46_
#> "022" "01"
#> JC37_573.2_MA_S46_ JC37_574.2_T_MA_S46_
#> "032" "01"
#> JC37_576.3_T_W.69_MA_S46_ JC37_576.2_T.69_MA_S46_
#> "023" "022"
#> JC37_577.2.69_MA_S46_ JC37_578.2_MA_S46_
#> "0213" "01"
#> JC37_579.2_MA_S46_ JC39_581.3.70_FE_S23_
#> "023" "023"
#> JC39_583.1.70_FE_S23_ JC39_585.1_T.70_FE_S23_
#> "01" "01"
#> JC39_585.3_T.70_FE_S23_ JC39_587.1.70_FE_S23_
#> "034" "0211"
#> JC39_588.1.70_FE_S23_ JC39_589.3.71_FE_S23_
#> "034" "032"
#> JC39_591.3_..71_FE_S23_ JC39_591.4_..71_FE_S23_
#> "0212" "0211"
#> JC39_581.2.70_FE_S23_ JC39_581.4.70_FE_S23_
#> "023" "01"
#> JC39_583.2.70_FE_S23_ JC39_584.2_div.70_FE_S23_
#> "031" "01"
#> JC39_585.2_T.70_FE_S23_ JC39_588.3.70_FE_S23_
#> "0211" "0211"
#> JC39_587.2.70_FE_S23_ JC39_588.2_..70_FE_S23_
#> "01" "0213"
#> JC39_589.2.71_FE_S23_ JC39_591.1_..71_FE_S23_
#> "01" "034"
#> JC39_591.2_..71_FE_S23_ JC39_594.3.71_FE_S23_
#> "023" "023"
#> JC39_593.1.71_FE_S23_ JC39_594.1_..71_FE_S23_
#> "01" "022"
#> JC39_595.1.72_FE_S23_ JC39_596.1.72_FE_S23_
#> "01" "023"
#> JC39_597.1_T_FE_S23_ JC39_597.3_T_FE_S23_
#> "01" "01"
#> JC39_599.1_FE_S23_ JC39_600.1_._FE_S23_
#> "022" "022"
#> JC39_601.1_FE_S23_ JC39_602.1_FE_S23_
#> "01" "01"
#> JC39_603.1_T_FE_S23_ JC39_604.1_FE_S23_
#> "022" "034"
#> JC39_593.2.71_FE_S23_ JC39_594.2.71_FE_S23_
#> "01" "0211"
#> JC39_595.2.72_FE_S23_ JC39_596.2.72_FE_S23_
#> "01" "01"
#> JC39_597.2_T_FE_S23_ JC39_603.3_T_FE_S23_
#> "01" "01"
#> JC39_599.2_FE_S23_ JC39_600.2_FE_S23_
#> "01" "01"
#> JC39_601.2_FE_S23_ JC39_602.2_FE_S23_
#> "0212" "022"
#> JC39_603.2_T_FE_S23_ JC39_604.2_FE_S23_
#> "01" "022"
#> JC39_605.1_FE_S23_ JC39_606.1_FE_S23_
#> "0212" "0213"
#> JC39_607.1_FE_S23_ JC39_608.1_._FE_S23_
#> "0213" "022"
#> JC39_608.3_FE_S23_ JC39_610.1_FE_S23_
#> "0213" "0211"
#> JC39_611.1_FE_S23_ JC39_612.1.73_FE_S23_
#> "0211" "0213"
#> JC39_613.1_..73_FE_S23_ JC39_613.3.73_FE_S23_
#> "0212" "023"
#> JC39_615.1_FE_S23_ JC39_616.1_FE_S23_
#> "01" "01"
#> JC39_605.2_FE_S23_ JC39_606.2_FE_S23_
#> "022" "01"
#> JC39_607.2_FE_S23_ JC39_608.2_FE_S23_
#> "0211" "01"
#> JC39_618.4_._FE_S23_ JC39_610.2_FE_S23_
#> "01" "01"
#> JC39_611.2_FE_S23_ JC39_612.2.73_FE_S23_
#> "01" "0211"
#> JC39_613.2.73_FE_S23_ JC39_613.4.73_FE_S23_
#> "01" "023"
#> JC39_615.2_FE_S23_ JC39_616.2_FE_S23_
#> "034" "023"
#> JC39_617.1_FE_S23_ JC39_618.3_._FE_S23_
#> "022" "01"
#> JC39_619.1_FE_S23_ JC39_620.1_FE_S23_
#> "01" "01"
#> JC39_621.1_._FE_S23_ JC39_621.3_FE_S23_
#> "01" "01"
#> JC39_623.1_FE_S23_ JC39_624.1_T_FE_S23_
#> "01" "032"
#> JC39_624.3_T_FE_S23_ JC39_626.1_T_FE_S23_
#> "01" "01"
#> JC39_627.1_FE_S23_ JC39_628.1_FE_S23_
#> "022" "01"
#> JC39_618.1_._FE_S23_ JC39_618.2_._FE_S23_
#> "01" "01"
#> JC39_619.2_FE_S23_ JC39_620.2_FE_S23_
#> "032" "01"
#> JC39_621.2_FE_S23_ JC39_623.3_FE_S23_
#> "0213" "034"
#> JC39_623.2_._FE_S23_ JC39_624.2_T_FE_S23_
#> "0212" "01"
#> JC39_626.3_T_FE_S23_ JC39_626.2_T_FE_S23_
#> "034" "022"
#> JC39_627.2_FE_S23_ JC39_628.2_FE_S23_
#> "022" "01"
#> JC40_629.1.74_FE_S23_ JC40_630.1.74_FE_S23_
#> "01" "01"
#> JC40_631.1.74_FE_S23_ JC40_632.1.75_FE_S23_
#> "01" "0213"
#> JC40_633.1.75_FE_S23_ JC40_634.1.75_FE_S23_
#> "023" "01"
#> JC40_635.1_T.76_FE_S23_ JC40_635.3_T.76_FE_S23_
#> "01" "01"
#> JC40_637.1.76_FE_S23_ JC40_638.1_T.76_FE_S23_
#> "01" "01"
#> JC40_639.1_FE_S23_ JC40_640.1_FE_S23_
#> "01" "01"
#> JC40_629.2.74_FE_S23_ JC40_630.2.74_FE_S23_
#> "01" "01"
#> JC40_631.2.74_FE_S23_ JC40_632.2.75_FE_S23_
#> "01" "022"
#> JC40_633.2.75_FE_S23_ JC40_634.2.75_FE_S23_
#> "022" "01"
#> JC40_635.2_T.76_FE_S23_ JC40_638.3_T.76_FE_S23_
#> "01" "01"
#> JC40_637.2.76_FE_S23_ JC40_638.2_T.76_FE_S23_
#> "01" "01"
#> JC40_639.2_FE_S23_ JC40_640.2_FE_S23_
#> "01" "032"
#> JC40_641.1_FE_S23_ JC40_642.1_FE_S23_
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#> JC40_643.1.77_FE_S23_ JC40_644.1.77_FE_S23_
#> "01" "0212"
#> JC40_645.1.77_FE_S23_ JC40_646.1.77_FE_S23_
#> "01" "01"
#> JC40_647.1_FE_S23_ JC40_648.1.78_FE_S23_
#> "01" "01"
#> JC40_649.1_T.78_FE_S23_ JC40_649.3_T.78_FE_S23_
#> "023" "032"
#> JC40_651.1.78_FE_S23_ JC40_652.1_FE_S23_
#> "034" "01"
#> JC40_641.2_FE_S23_ JC40_642.2_FE_S23_
#> "01" "022"
#> JC40_643.2.77_FE_S23_ JC40_644.2.77_FE_S23_
#> "01" "032"
#> JC40_645.2.77_FE_S23_ JC40_646.2.77_FE_S23_
#> "01" "01"
#> JC40_647.2_FE_S23_ JC40_648.2.78_FE_S23_
#> "01" "01"
#> JC40_649.2_T.78_FE_S23_ JC40_652.3_._FE_S23_
#> "01" "01"
#> JC40_651.2.78_FE_S23_ JC40_652.2_FE_S23_
#> "0211" "01"
#> JC40_653.1_W_FE_S23_ JC40_654.1_FE_S23_
#> "032" "01"
#> JC40_655.1.79_FE_S23_ JC40_656.1.79_FE_S23_
#> "034" "01"
#> JC40_657.1_..79_FE_S23_ JC40_657.3.79_FE_S23_
#> "01" "01"
#> JC40_659.1.79_FE_S23_ JC40_660.1.79_FE_S23_
#> "023" "01"
#> JC40_660.5.79_FE_S23_ JC40_662.1_FE_S23_
#> "01" "032"
#> JC40_663.1_FE_S23_ JC40_664.1.80_FE_S23_
#> "01" "022"
#> JC40_653.2_W_FE_S23_ JC40_654.2_FE_S23_
#> "01" "01"
#> JC40_655.2.79_FE_S23_ JC40_656.2.79_FE_S23_
#> "01" "01"
#> JC40_657.2.79_FE_S23_ JC40_660.3_..79_FE_S23_
#> "01" "032"
#> JC40_659.2.79_FE_S23_ JC40_660.2.79_FE_S23_
#> "01" "01"
#> JC40_660.4.79_FE_S23_ JC40_662.2_FE_S23_
#> "01" "022"
#> JC40_663.2_FE_S23_ JC40_664.2.80_FE_S23_
#> "01" "01"
#> JC40_665.1.80_FE_S23_ JC40_666.1.81_FE_S23_
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#> JC40_667.1.81_FE_S23_ JC40_668.1.81_FE_S23_
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#> JC40_669.1.81_FE_S23_ JC40_670.1_W.81_FE_S23_
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#> JC40_671.1.82_FE_S23_ JC40_672.1.82_FE_S23_
#> "01" "01"
#> JC40_673.1.82_FE_S23_ JC40_674.1_T_FE_S23_
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#> JC40_674.3_T_FE_S23_ JC40_676.1_T_FE_S23_
#> "01" "01"
#> JC40_665.2.80_FE_S23_ JC40_666.2.81_FE_S23_
#> "01" "01"
#> JC40_667.2.81_FE_S23_ JC40_668.2.81_FE_S23_
#> "01" "01"
#> JC40_669.2.81_FE_S23_ JC40_670.2_W.81_FE_S23_
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#> JC40_671.2.82_FE_S23_ JC40_672.2.82_FE_S23_
#> "01" "01"
#> JC40_673.2.82_FE_S23_ JC40_674.2_T_FE_S23_
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#> JC40_676.3_T_FE_S23_ JC40_676.2_T_FE_S23_
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#> JC41_677.1.83_FE_S52_ JC41_678.1_..83_FE_S52_
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#> JC41_678.3.83_FE_S52_ JC41_680.1_FE_S52_
#> "022" "022"
#> JC41_681.1.84_FE_S52_ JC41_682.1.84_FE_S52_
#> "022" "034"
#> JC41_683.1.85_FE_S52_ JC41_684.1.85_FE_S52_
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#> JC41_685.1.85_FE_S52_ JC41_686.1_..85_FE_S52_
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#> JC41_686.3.85_FE_S52_ JC41_688.3_._FE_S52_
#> "01" "022"
#> JC41_677.2.83_FE_S52_ JC41_678.2.83_FE_S52_
#> "022" "032"
#> JC41_680.3_FE_S52_ JC41_680.2_._FE_S52_
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#> JC41_681.2.84_FE_S52_ JC41_682.2.84_FE_S52_
#> "01" "022"
#> JC41_683.2.85_FE_S52_ JC41_684.2.85_FE_S52_
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#> JC41_685.2.85_FE_S52_ JC41_686.2.85_FE_S52_
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#> JC41_688.1_._FE_S52_ JC41_688.2_._FE_S52_
#> "01" "01"
#> JC41_688.4_._FE_S52_ JC41_690.1.86_FE_S52_
#> "034" "01"
#> JC41_691.1.86_FE_S52_ JC41_693.1_FE_S52_
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#> JC41_694.1_FE_S52_ JC41_695.1_W.87_FE_S52_
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#> JC41_696.1.87_FE_S52_ JC41_697.1_._FE_S52_
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#> JC41_697.4_._FE_S52_ JC41_699.1.88_FE_S52_
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#> JC41_700.1_T.88_FE_S52_ JC41_700.3_T.88_FE_S52_
#> "01" "022"
#> JC41_690.2.86.88_FE_S52_ JC41_691.2.86_FE_S52_
#> "032" "01"
#> JC41_692.2_FE_S52_ JC41_693.2_FE_S52_
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#> JC41_694.2_FE_S52_ JC41_695.2_W.87_FE_S52_
#> "022" "01"
#> JC41_696.2_div.87_FE_S52_ JC41_697.2_._FE_S52_
#> "022" "022"
#> JC41_697.3_._FE_S52_ JC41_699.2_FE_S52_
#> "022" "0211"
#> JC41_700.2_T_FE_S52_ JC41_701.1_W_FE_S52_
#> "01" "01"
#> JC41_702.1_._FE_S52_ JC41_702.3_FE_S52_
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#> JC41_705.3_FE_S52_ JC41_707.1.89_FE_S52_
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#> JC41_708.1_T.89_FE_S52_ JC41_709.1.90_FE_S52_
#> "01" "022"
#> JC41_710.1_W.90_FE_S52_ JC41_711.1.90_FE_S52_
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#> JC41_712.1.90_FE_S52_ JC41_701.2_W_FE_S52_
#> "01" "01"
#> JC41_702.2_FE_S52_ JC41_708.3_T.89_FE_S52_
#> "01" "01"
#> JC41_704.2_FE_S52_ JC41_705.2_FE_S52_
#> "022" "01"
#> JC41_705.4_FE_S52_ JC41_708.2_T.89_FE_S52_
#> "0212" "032"
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#> JC41_711.2.90_FE_S52_ JC41_712.2.90_FE_S52_
#> "01" "01"
#> JC41_713.1.90_FE_S52_ JC41_714.1_FE_S52_
#> "01" "023"
#> JC41_715.1_FE_S52_ JC41_716.1_FE_S52_
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#> JC41_717.1_FE_S52_ JC41_718.1.91_FE_S52_
#> "022" "022"
#> JC41_719.1.91_FE_S52_ JC41_719.3_..91_FE_S52_
#> "0212" "022"
#> JC41_721.1.91_FE_S52_ JC41_722.1_T.91_FE_S52_
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#> JC41_723.1.91_FE_S52_ JC41_724.1_FE_S52_
#> "032" "01"
#> JC41_713.2.90_FE_S52_ JC41_714.2_FE_S52_
#> "01" "0211"
#> JC41_715.2_FE_S52_ JC41_716.2_FE_S52_
#> "01" "01"
#> JC41_717.2_FE_S52_ JC41_718.2.91_FE_S52_
#> "022" "022"
#> JC41_719.2.91_FE_S52_ JC41_722.3_T.91_FE_S52_
#> "034" "01"
#> JC41_721.2.91_FE_S52_ JC41_722.2_T.91_FE_S52_
#> "01" "022"
#> JC41_723.2.91_FE_S52_ JC41_724.2_FE_S52_
#> "01" "0211"
#> JC43_725.1_T.92_FE_S27_ JC43_725.3_T.92_FE_S27_
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#> JC43_727.1_T.92_FE_S27_ JC43_728.1.92_FE_S27_
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#> JC43_729.1_T.92_FE_S27_ JC43_729.3_T.92_FE_S27_
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#> JC43_731.1.92_FE_S27_ JC43_732.1.93_FE_S27_
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#> "022" "022"
#> JC43_735.1.94_FE_S27_ JC43_736.1.94_FE_S27_
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#> JC43_725.2_T.92_FE_S27_ JC43_727.3_T.92_FE_S27_
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#> JC43_727.2_T.92_FE_S27_ JC43_728.2.92_FE_S27_
#> "022" "023"
#> JC43_729.2_T.92_FE_S27_ JC43_734.3_T.92_FE_S27_
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#> JC43_731.2.92_FE_S27_ JC43_732.2_big_adipo.93_FE_S27_
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#> JC43_733.2.93_FE_S27_ JC43_734.2_T.94_FE_S27_
#> "01" "01"
#> JC43_735.2.94_FE_S27_ JC43_736.2.94_FE_S27_
#> "023" "01"
#> JC43_738.1_T.95_FE_S27_ JC43_738.3_T.95_FE_S27_
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#> "01" "022"
#> JC43_742.1.95_FE_S27_ JC43_743.1_..95_FE_S27_
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#> JC43_743.4_..95_FE_S27_ JC43_745.1_big.95_FE_S27_
#> "01" "022"
#> JC43_746.1_T.95_FE_S27_ JC43_747.1_..95_FE_S27_
#> "01" "022"
#> JC43_747.3.95_FE_S27_ JC43_737.2.95_FE_S27_
#> "01" "022"
#> JC43_738.2_T.95_FE_S27_ JC43_746.3_T.95_FE_S27_
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#> JC43_740.2_..95_FE_S27_ JC43_740.4.95_FE_S27_
#> "022" "01"
#> JC43_742.2.95_FE_S27_ JC43_743.2_..95_FE_S27_
#> "01" "01"
#> JC43_743.3_..95_FE_S27_ JC43_745.2.95_FE_S27_
#> "01" "01"
#> JC43_746.2_T.95_FE_S27_ JC43_747.2.95_FE_S27_
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#> JC43_749.4.95_FE_S27_ JC43_751.1_FE_S27_
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#> JC43_752.1_._FE_S27_ JC43_752.3_FE_S27_
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#> "023" "01"
#> JC43_755.3.96_FE_S27_ JC43_757.1.96_FE_S27_
#> "01" "023"
#> JC43_758.1.97_FE_S27_ JC43_759.1_T.97_FE_S27_
#> "01" "01"
#> JC43_759.3_T.97_FE_S27_ JC43_749.2.95_FE_S27_
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#> JC43_751.2_._big_FE_S27_ JC43_752.2_FE_S27_
#> "0213" "01"
#> JC43_754.3_T.96_FE_S27_ JC43_754.2_T.96_FE_S27_
#> "01" "01"
#> JC43_755.2.96_FE_S27_ JC43_757.3.96_FE_S27_
#> "01" "01"
#> JC43_757.2_..96_FE_S27_ JC43_758.2.97_FE_S27_
#> "0213" "01"
#> JC43_759.2_T.97_FE_S27_ JC43_761.1_T.97_FE_S27_
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#> JC43_762.1_FE_S27_ JC43_763.1.98_FE_S27_
#> "0211" "01"
#> JC43_764.1.98_FE_S27_ JC43_765.1.98_FE_S27_
#> "01" "01"
#> JC43_766.1.98_FE_S27_ JC43_767.1_FE_S27_
#> "034" "01"
#> JC43_768.1_FE_S27_ JC43_769.1_FE_S27_
#> "01" "01"
#> JC43_771.3_FE_S27_ JC43_771.1_._FE_S27_
#> "034" "0211"
#> JC43_761.2_T.97_FE_S27_ JC43_762.2_FE_S27_
#> "01" "023"
#> JC43_763.2.98_FE_S27_ JC43_764.2.98_FE_S27_
#> "01" "01"
#> JC43_765.2.98_FE_S27_ JC43_766.2_ery.98_FE_S27_
#> "01" "01"
#> JC43_767.2_FE_S27_ JC43_768.2_FE_S27_
#> "01" "01"
#> JC43_769.2_FE_S27_ JC43_771.4_FE_S27_
#> "022" "034"
#> JC43_771.2_FE_S27_ JC43_772.2_FE_S27_
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#> JC44_773.1_W.99_FE_S27_ JC44_774.1.99_FE_S27_
#> "022" "022"
#> JC44_775.1.99_FE_S27_ JC44_776.1_._FE_S27_
#> "01" "01"
#> JC44_776.3_FE_S27_ JC44_778.3_FE_S27_
#> "034" "022"
#> JC44_780.1_FE_S27_ JC44_781.1_FE_S27_
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#> JC44_782.1.100_FE_S27_ JC44_783.1.100_FE_S27_
#> "01" "01"
#> JC44_784.1.100_FE_S27_ JC44_773.2_W.99_FE_S27_
#> "01" "01"
#> JC44_774.2.99_FE_S27_ JC44_775.2.99_FE_S27_
#> "01" "01"
#> JC44_776.2_FE_S27_ JC44_776.4_FE_S27_
#> "034" "0212"
#> JC44_778.2_FE_S27_ JC44_778.4_FE_S27_
#> "01" "01"
#> JC44_780.2_FE_S27_ JC44_781.2_FE_S27_
#> "032" "0212"
#> JC44_782.2.100_FE_S27_ JC44_783.2.100_FE_S27_
#> "01" "01"
#> JC44_784.2.100_FE_S27_ JC44_785.1_..100_FE_S27_
#> "0213" "01"
#> JC44_785.3.100_FE_S27_ JC44_787.1_T_FE_S27_
#> "0213" "022"
#> JC44_788.1_big_adipo_FE_S27_ JC44_789.1_._FE_S27_
#> "01" "0212"
#> JC44_789.3_FE_S27_ JC44_791.1_T_FE_S27_
#> "01" "023"
#> JC44_792.1_FE_S27_ JC44_793.1_._FE_S27_
#> "01" "022"
#> JC44_793.3_FE_S27_ JC44_795.1_FE_S27_
#> "032" "01"
#> JC44_796.1_._FE_S27_ JC44_785.2.100_FE_S27_
#> "01" "01"
#> JC44_787.3_T_FE_S27_ JC44_787.2_T_FE_S27_
#> "01" "01"
#> JC44_788.2_FE_S27_ JC44_789.2_FE_S27_
#> "01" "023"
#> JC44_791.3_T_FE_S27_ JC44_791.2_T_FE_S27_
#> "0212" "0212"
#> JC44_792.2_FE_S27_ JC44_793.2_FE_S27_
#> "022" "022"
#> JC44_795.3_FE_S27_ JC44_795.2_._FE_S27_
#> "022" "0212"
#> JC44_796.2_._FE_S27_ JC44_796.3_._FE_S27_
#> "0212" "0212"
#> JC44_798.1.101_FE_S27_ JC44_799.1.101_FE_S27_
#> "01" "01"
#> JC44_800.1_FE_S27_ JC44_801.1.102_FE_S27_
#> "0212" "0213"
#> JC44_802.1.102_FE_S27_ JC44_803.1.102_FE_S27_
#> "0212" "032"
#> JC44_804.1_T_FE_S27_ JC44_804.3_T_FE_S27_
#> "01" "023"
#> JC44_806.1_FE_S27_ JC44_807.1.103_FE_S27_
#> "022" "023"
#> JC44_808.1.103_FE_S27_ JC44_798.2.101_FE_S27_
#> "0212" "01"
#> JC44_799.2.101_FE_S27_ JC44_800.2_FE_S27_
#> "01" "022"
#> JC44_801.2.102_FE_S27_ JC44_802.2.102_FE_S27_
#> "01" "01"
#> JC44_803.2.102_FE_S27_ JC44_804.2_T_FE_S27_
#> "01" "022"
#> JC44_808.3_..103_FE_S27_ JC44_806.2_FE_S27_
#> "0212" "022"
#> JC44_807.2.103_FE_S27_ JC44_808.2.103_FE_S27_
#> "01" "022"
#> JC44_808.4.103_FE_S27_ JC44_810.1_T.103_FE_S27_
#> "01" "01"
#> JC44_810.3_T.103_FE_S27_ JC44_812.1.103_FE_S27_
#> "01" "01"
#> JC44_813.1_T.104_FE_S27_ JC44_814.1.104_FE_S27_
#> "01" "01"
#> JC44_815.1.105_FE_S27_ JC44_816.1.105_FE_S27_
#> "01" "01"
#> JC44_817.1_._FE_S27_ JC44_817.3_FE_S27_
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#> JC44_819.1_big_FE_S27_ JC44_820.1_FE_S27_
#> "022" "0213"
#> JC44_808.5.103_FE_S27_ JC44_810.2_T.103_FE_S27_
#> "01" "023"
#> JC44_813.3_T_FE_S27_ JC44_812.2.103_FE_S27_
#> "01" "01"
#> JC44_813.2_T.104_FE_S27_ JC44_814.2.104_FE_S27_
#> "01" "01"
#> JC44_815.2.105_FE_S27_ JC44_816.2.105_FE_S27_
#> "01" "01"
#> JC44_817.2_FE_S27_ JC44_818.2_FE_S27_
#> "022" "022"
#> JC44_819.2_FE_S27_ JC44_820.2_FE_S27_
#> "022" "01"
#> JC45_821.1.106_FE_S30_ JC45_822.1.106_FE_S30_
#> "0213" "023"
#> JC45_823.1.106_FE_S30_ JC45_824.1.106_FE_S30_
#> "01" "01"
#> JC45_825.1_FE_S30_ JC45_826.1.107_FE_S30_
#> "0211" "023"
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#> "031" "01"
#> JC45_829.1.107_FE_S30_ JC45_830.1_._big_FE_S30_
#> "01" "0212"
#> JC45_830.5_FE_S30_ JC45_830.3_FE_S30_
#> "01" "01"
#> JC45_821.2.106_FE_S30_ JC45_822.2.106_FE_S30_
#> "01" "022"
#> JC45_823.2.106_FE_S30_ JC45_824.2.106_FE_S30_
#> "01" "01"
#> JC45_825.2_FE_S30_ JC45_826.2.107_FE_S30_
#> "031" "01"
#> JC45_827.2.107_FE_S30_ JC45_828.2.107_FE_S30_
#> "01" "01"
#> JC45_829.2.107_FE_S30_ JC45_830.2_FE_S30_
#> "034" "023"
#> JC45_830.4_FE_S30_ JC45_835.3_T.108_FE_S30_
#> "023" "01"
#> JC45_833.1_FE_S30_ JC45_834.1.108_FE_S30_
#> "01" "0212"
#> JC45_835.1_T.108_FE_S30_ JC45_836.1.109_FE_S30_
#> "0212" "01"
#> JC45_837.1_T.109_FE_S30_ JC45_837.3_T.109_FE_S30_
#> "034" "034"
#> JC45_839.1.110_FE_S30_ JC45_840.1.110_FE_S30_
#> "01" "01"
#> JC45_841.1_big_FE_S30_ JC45_842.1_FE_S30_
#> "01" "022"
#> JC45_843.1_FE_S30_ JC45_844.1.111_FE_S30_
#> "01" "01"
#> JC45_833.2_FE_S30_ JC45_834.2.108_FE_S30_
#> "01" "01"
#> JC45_835.2_T.108_FE_S30_ JC45_836.2.109_FE_S30_
#> "01" "022"
#> JC45_837.2_T.109_FE_S30_ JC45_850.3.112_FE_S30_
#> "01" "01"
#> JC45_839.2.110_FE_S30_ JC45_840.2.110_FE_S30_
#> "01" "01"
#> JC45_841.2_FE_S30_ JC45_842.2_FE_S30_
#> "01" "034"
#> JC45_843.2_FE_S30_ JC45_844.2.111_FE_S30_
#> "032" "032"
#> JC45_845.1.111_FE_S30_ JC45_846.1.111_FE_S30_
#> "034" "01"
#> JC45_847.1_FE_S30_ JC45_848.1_FE_S30_
#> "01" "01"
#> JC45_850.1_..112_FE_S30_ JC45_851.1.112_FE_S30_
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#> JC45_852.1.112_FE_S30_ JC45_852.3.112_FE_S30_
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#> JC45_854.1.112_FE_S30_ JC45_855.1.112_FE_S30_
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#> JC45_856.1_FE_S30_ JC45_845.2.111_FE_S30_
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#> JC45_846.2.111_FE_S30_ JC45_847.2_FE_S30_
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#> JC45_848.2_FE_S30_ JC45_849.2_FE_S30_
#> "01" "01"
#> JC45_851.2_ery.112_FE_S30_ JC45_852.2_..112_FE_S30_
#> "01" "01"
#> JC45_856.3_FE_S30_ JC45_855.2.112_FE_S30_
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#> JC45_856.2_._FE_S30_ JC45_857.1_FE_S30_
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#> JC45_863.1_FE_S30_ JC45_864.1_._FE_S30_
#> "022" "01"
#> JC45_866.1_FE_S30_ JC45_867.1.113_FE_S30_
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#> JC45_868.1_big_mega.113_FE_S30_ JC45_857.2_FE_S30_
#> "0211" "01"
#> JC45_858.2_FE_S30_ JC45_853.1_FE_S30_
#> "01" "01"
#> JC45_860.2_FE_S30_ JC45_861.2_FE_S30_
#> "022" "0212"
#> JC45_853.2_FE_S30_ JC45_863.2_FE_S30_
#> "01" "022"
#> JC45_867.3.113_FE_S30_ JC45_866.2_FE_S30_
#> "023" "01"
#> JC45_867.2_..113_FE_S30_ JC45_868.2.113_FE_S30_
#> "022" "023"
#> JC46_869.1.114_FE_S30_ JC46_870.1.114_FE_S30_
#> "0212" "01"
#> JC46_871.1.114_FE_S30_ JC46_872.1.114_FE_S30_
#> "034" "01"
#> JC46_873.1_FE_S30_ JC46_874.1_FE_S30_
#> "034" "01"
#> JC46_875.1_T_emperi_big_FE_S30_ JC46_875.3_T_FE_S30_
#> "0212" "032"
#> JC46_877.1_T_FE_S30_ JC46_878.1_._big.115_FE_S30_
#> "022" "022"
#> JC46_878.3.115_FE_S30_ JC46_878.4.115_FE_S30_
#> "01" "01"
#> JC46_869.2.114_FE_S30_ JC46_870.2.114_FE_S30_
#> "01" "023"
#> JC46_871.2.114_FE_S30_ JC46_872.2.114_FE_S30_
#> "0212" "034"
#> JC46_873.2_FE_S30_ JC46_874.2_FE_S30_
#> "01" "0212"
#> JC46_875.2_T_FE_S30_ JC46_877.3_T_FE_S30_
#> "01" "01"
#> JC46_877.2_T_FE_S30_ JC46_878.2.115_FE_S30_
#> "01" "01"
#> JC46_878.5.115_FE_S30_ JC46_878.6.115_FE_S30_
#> "023" "01"
#> JC46_878.7.115_FE_S30_ JC46_882.1.116_FE_S30_
#> "01" "0212"
#> JC46_883.1.116_FE_S30_ JC46_884.1_FE_S30_
#> "023" "01"
#> JC46_885.1_FE_S30_ JC46_886.1.117_FE_S30_
#> "022" "023"
#> JC46_887.1.117_FE_S30_ JC46_888.1.117_FE_S30_
#> "023" "01"
#> JC46_889.1_FE_S30_ JC46_890.1_FE_S30_
#> "01" "01"
#> JC46_891.1.118_FE_S30_ JC46_892.1_T.118_FE_S30_
#> "01" "01"
#> JC46_878.8.115_FE_S30_ JC46_882.2.116_FE_S30_
#> "01" "0211"
#> JC46_883.2.116_FE_S30_ JC46_884.2_FE_S30_
#> "01" "01"
#> JC46_885.2_FE_S30_ JC46_886.2.117_FE_S30_
#> "01" "0212"
#> JC46_887.2.117_FE_S30_ JC46_888.2.117_FE_S30_
#> "022" "0211"
#> JC46_889.2_FE_S30_ JC46_890.2_FE_S30_
#> "0211" "01"
#> JC46_891.2.118_FE_S30_ JC46_892.2_T.118_FE_S30_
#> "023" "01"
#> JC46_892.3_T.118_FE_S30_ JC46_894.1.118_FE_S30_
#> "034" "034"
#> JC46_895.1.118_FE_S30_ JC46_896.1.118_FE_S30_
#> "034" "01"
#> JC46_897.1_emperi_big.118_FE_S30_ JC46_898.1_FE_S30_
#> "0213" "01"
#> JC46_899.1_FE_S30_ JC46_900.1.119_FE_S30_
#> "022" "01"
#> JC46_901.1.119_FE_S30_ JC46_902.1_FE_S30_
#> "01" "023"
#> JC46_903.1.120_FE_S30_ JC46_904.1.120_FE_S30_
#> "023" "01"
#> JC46_895.3_..118_FE_S30_ JC46_894.2.118_FE_S30_
#> "023" "01"
#> JC46_895.2.118_FE_S30_ JC46_896.2.118_FE_S30_
#> "01" "0213"
#> JC46_897.2.118_FE_S30_ JC46_898.2_FE_S30_
#> "034" "01"
#> JC46_899.2_FE_S30_ JC46_900.2.119_FE_S30_
#> "0213" "01"
#> JC46_901.2.119_FE_S30_ JC46_902.2_FE_S30_
#> "01" "023"
#> JC46_903.2.120_FE_S30_ JC46_904.2.120_FE_S30_
#> "023" "022"
#> JC46_905.1.120_FE_S30_ JC46_906.1.120_FE_S30_
#> "01" "01"
#> JC46_906.3.120_FE_S30_ JC46_908.1_T_FE_S30_
#> "023" "01"
#> JC46_909.1.121_FE_S30_ JC46_910.1.121_FE_S30_
#> "0212" "0212"
#> JC46_911.1.121_FE_S30_ JC46_912.3_..121_FE_S30_
#> "0212" "023"
#> JC46_913.1_FE_S30_ JC46_914.1_FE_S30_
#> "01" "01"
#> JC46_915.1_FE_S30_ JC46_916.1_FE_S30_
#> "01" "01"
#> JC46_905.2.120_FE_S30_ JC46_906.2_..120_FE_S30_
#> "034" "01"
#> JC46_908.3_T_FE_S30_ JC46_908.2_T_FE_S30_
#> "01" "01"
#> JC46_909.2.121_FE_S30_ JC46_910.2.121_FE_S30_
#> "0212" "01"
#> JC46_911.2.121_FE_S30_ JC46_912.4.121_FE_S30_
#> "023" "0213"
#> JC46_913.2_FE_S30_ JC46_914.2_FE_S30_
#> "01" "0212"
#> JC46_915.2_FE_S30_ JC46_916.2_FE_S30_
#> "01" "032"
#> JC48P4_917_HSC_FE_S8_ JC48P4_918_HSC_FE_S8_
#> "031" "031"
#> JC48P4_919_HSC_FE_S8_ JC48P4_920_HSC_FE_S8_
#> "033" "033"
#> JC48P4_921_HSC_FE_S8_ JC48P4_922_HSC_FE_S8_
#> "031" "031"
#> JC48P4_923_HSC_FE_S8_ JC48P4_924_HSC_FE_S8_
#> "031" "031"
#> JC48P4_925_HSC_FE_S8_ JC48P4_926_HSC_FE_S8_
#> "033" "031"
#> JC48P4_927_HSC_FE_S8_ JC48P4_928_HSC_FE_S8_
#> "031" "031"
#> JC48P4_929_HSC_FE_S8_ JC48P4_930_HSC_FE_S8_
#> "033" "031"
#> JC48P4_931_HSC_FE_S8_ JC48P4_932_HSC_FE_S8_
#> "033" "031"
#> JC48P4_933_HSC_FE_S8_ JC48P4_934_HSC_FE_S8_
#> "031" "033"
#> JC48P4_935_HSC_FE_S8_ JC48P4_936_HSC_FE_S8_
#> "031" "031"
#> JC48P4_937_HSC_FE_S8_ JC48P4_938_HSC_FE_S8_
#> "031" "01"
#> JC48P4_939_HSC_FE_S8_ JC48P4_940_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_941_HSC_FE_S8_ JC48P4_942_HSC_FE_S8_
#> "031" "031"
#> JC48P4_943_HSC_FE_S8_ JC48P4_944_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_945_HSC_FE_S8_ JC48P4_946_HSC_FE_S8_
#> "031" "031"
#> JC48P4_947_HSC_FE_S8_ JC48P4_948_HSC_FE_S8_
#> "031" "031"
#> JC48P4_949_HSC_FE_S8_ JC48P4_950_HSC_FE_S8_
#> "033" "031"
#> JC48P4_951_HSC_FE_S8_ JC48P4_952_HSC_FE_S8_
#> "031" "033"
#> JC48P4_953_HSC_FE_S8_ JC48P4_954_HSC_FE_S8_
#> "031" "031"
#> JC48P4_955_HSC_FE_S8_ JC48P4_956_HSC_FE_S8_
#> "031" "031"
#> JC48P4_957_HSC_FE_S8_ JC48P4_958_HSC_FE_S8_
#> "031" "031"
#> JC48P4_959_HSC_FE_S8_ JC48P4_960_HSC_FE_S8_
#> "031" "031"
#> JC48P4_961_HSC_FE_S8_ JC48P4_962_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_963_HSC_FE_S8_ JC48P4_964_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_965_HSC_FE_S8_ JC48P4_966_HSC_FE_S8_
#> "031" "033"
#> JC48P4_967_HSC_FE_S8_ JC48P4_968_HSC_FE_S8_
#> "031" "031"
#> JC48P4_969_HSC_FE_S8_ JC48P4_970_HSC_FE_S8_
#> "0211" "031"
#> JC48P4_971_HSC_FE_S8_ JC48P4_972_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_973_HSC_FE_S8_ JC48P4_974_HSC_FE_S8_
#> "031" "031"
#> JC48P4_975_HSC_FE_S8_ JC48P4_976_HSC_FE_S8_
#> "031" "031"
#> JC48P4_977_HSC_FE_S8_ JC48P4_978_HSC_FE_S8_
#> "0213" "031"
#> JC48P4_979_HSC_FE_S8_ JC48P4_980_HSC_FE_S8_
#> "031" "031"
#> JC48P4_981_HSC_FE_S8_ JC48P4_982_HSC_FE_S8_
#> "0211" "031"
#> JC48P4_983_HSC_FE_S8_ JC48P4_984_HSC_FE_S8_
#> "031" "033"
#> JC48P4_985_HSC_FE_S8_ JC48P4_986_HSC_FE_S8_
#> "031" "0213"
#> JC48P4_987_HSC_FE_S8_ JC48P4_988_HSC_FE_S8_
#> "031" "031"
#> JC48P4_989_HSC_FE_S8_ JC48P4_990_HSC_FE_S8_
#> "031" "031"
#> JC48P4_991_HSC_FE_S8_ JC48P4_992_HSC_FE_S8_
#> "031" "031"
#> JC48P4_993_HSC_FE_S8_ JC48P4_994_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_995_HSC_FE_S8_ JC48P4_996_HSC_FE_S8_
#> "031" "031"
#> JC48P4_997_HSC_FE_S8_ JC48P4_998_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_999_HSC_FE_S8_ JC48P4_1000_HSC_FE_S8_
#> "031" "0211"
#> JC48P4_1001_HSC_FE_S8_ JC48P4_1002_HSC_FE_S8_
#> "031" "01"
#> JC48P4_1004_HSC_FE_S8_ JC48P4_1005_HSC_FE_S8_
#> "031" "031"
#> JC48P4_1006_HSC_FE_S8_ JC48P4_1007_HSC_FE_S8_
#> "033" "031"
#> JC48P4_1008_HSC_FE_S8_ JC48P4_1009_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_1010_HSC_FE_S8_ JC48P4_1011_HSC_FE_S8_
#> "0211" "031"
#> JC48P4_1012_HSC_FE_S8_ JC48P7_1013_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1014_HSC_FE_S8_ JC48P7_1015_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1016_HSC_FE_S8_ JC48P7_1017_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1018_HSC_FE_S8_ JC48P7_1019_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1020_HSC_FE_S8_ JC48P7_1022_HSC_FE_S8_
#> "022" "033"
#> JC48P7_1023_HSC_FE_S8_ JC48P7_1024_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1025_HSC_FE_S8_ JC48P7_1026_HSC_FE_S8_
#> "033" "01"
#> JC48P7_1027_HSC_FE_S8_ JC48P7_1028_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1029_HSC_FE_S8_ JC48P7_1030_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1031_HSC_FE_S8_ JC48P7_1032_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1033_HSC_FE_S8_ JC48P7_1034_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1035_HSC_FE_S8_ JC48P7_1036_HSC_FE_S8_
#> "033" "01"
#> JC48P7_1037_HSC_FE_S8_ JC48P7_1038_HSC_FE_S8_
#> "033" "0211"
#> JC48P7_1039_HSC_FE_S8_ JC48P7_1040_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1041_HSC_FE_S8_ JC48P7_1042_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1043_HSC_FE_S8_ JC48P7_1044_HSC_FE_S8_
#> "01" "033"
#> JC48P7_1045_HSC_FE_S8_ JC48P7_1046_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1047_HSC_FE_S8_ JC48P7_1048_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1049_HSC_FE_S8_ JC48P7_1050_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1051_HSC_FE_S8_ JC48P7_1052_HSC_FE_S8_
#> "0211" "033"
#> JC48P7_1053_HSC_FE_S8_ JC48P7_1054_HSC_FE_S8_
#> "031" "0211"
#> JC48P7_1055_HSC_FE_S8_ JC48P7_1056_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1057_HSC_FE_S8_ JC48P7_1058_HSC_FE_S8_
#> "033" "033"
#> JC48P7_1059_HSC_FE_S8_ JC48P7_1060_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1061_HSC_FE_S8_ JC48P7_1062_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1063_HSC_FE_S8_ JC48P7_1064_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1065_HSC_FE_S8_ JC48P7_1066_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1067_HSC_FE_S8_ JC48P7_1068_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1070_HSC_FE_S8_ JC48P7_1071_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1072_HSC_FE_S8_ JC48P7_1073_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1074_HSC_FE_S8_ JC48P7_1075_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1076_HSC_FE_S8_ JC48P7_1077_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1078_HSC_FE_S8_ JC48P7_1079_HSC_FE_S8_
#> "01" "033"
#> JC48P7_1080_HSC_FE_S8_ JC48P7_1081_HSC_FE_S8_
#> "031" "033"
#> JC48P7_1082_HSC_FE_S8_ JC48P7_1083_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1084_HSC_FE_S8_ JC48P7_1085_HSC_FE_S8_
#> "0211" "01"
#> JC48P7_1086_HSC_FE_S8_ JC48P7_1087_HSC_FE_S8_
#> "023" "031"
#> JC48P7_1088_HSC_FE_S8_ JC48P7_1089_HSC_FE_S8_
#> "031" "0213"
#> JC48P7_1090_HSC_FE_S8_ JC48P7_1091_HSC_FE_S8_
#> "031" "0211"
#> JC48P7_1092_HSC_FE_S8_ JC48P7_1093_HSC_FE_S8_
#> "0211" "0211"
#> JC48P7_1094_HSC_FE_S8_ JC48P7_1095_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1096_HSC_FE_S8_ JC48P7_1097_HSC_FE_S8_
#> "01" "033"
#> JC48P7_1098_HSC_FE_S8_ JC48P7_1099_HSC_FE_S8_
#> "033" "031"
#> JC48P7_1100_HSC_FE_S8_ JC48P7_1101_HSC_FE_S8_
#> "0211" "031"
#> JC48P7_1102_HSC_FE_S8_ JC48P7_1103_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1104_HSC_FE_S8_ JC48P7_1105_HSC_FE_S8_
#> "0211" "031"
#> JC48P7_1106_HSC_FE_S8_ JC48P7_1107_HSC_FE_S8_
#> "031" "031"
#> JC48P7_1108_HSC_FE_S8_ JC48P6_1109_HSC_FE_S8_
#> "0211" "031"
#> JC48P6_1110_HSC_FE_S8_ JC48P6_1111_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1112_HSC_FE_S8_ JC48P6_1113_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1114_HSC_FE_S8_ JC48P6_1115_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1116_HSC_FE_S8_ JC48P6_1117_HSC_FE_S8_
#> "01" "033"
#> JC48P6_1118_HSC_FE_S8_ JC48P6_1119_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1120_HSC_FE_S8_ JC48P6_1121_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1122_HSC_FE_S8_ JC48P6_1123_HSC_FE_S8_
#> "01" "033"
#> JC48P6_1124_HSC_FE_S8_ JC48P6_1125_HSC_FE_S8_
#> "01" "033"
#> JC48P6_1126_HSC_FE_S8_ JC48P6_1127_HSC_FE_S8_
#> "01" "033"
#> JC48P6_1128_HSC_FE_S8_ JC48P6_1129_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1130_HSC_FE_S8_ JC48P6_1131_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1132_HSC_FE_S8_ JC48P6_1133_HSC_FE_S8_
#> "01" "033"
#> JC48P6_1134_HSC_FE_S8_ JC48P6_1135_HSC_FE_S8_
#> "033" "023"
#> JC48P6_1136_HSC_FE_S8_ JC48P6_1137_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1138_HSC_FE_S8_ JC48P6_1139_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1140_HSC_FE_S8_ JC48P6_1141_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1142_HSC_FE_S8_ JC48P6_1143_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1144_HSC_FE_S8_ JC48P6_1145_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1146_HSC_FE_S8_ JC48P6_1147_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1148_HSC_FE_S8_ JC48P6_1149_HSC_FE_S8_
#> "023" "033"
#> JC48P6_1150_HSC_FE_S8_ JC48P6_1151_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1152_HSC_FE_S8_ JC48P6_1153_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1154_HSC_FE_S8_ JC48P6_1155_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1156_HSC_FE_S8_ JC48P6_1157_HSC_FE_S8_
#> "023" "031"
#> JC48P6_1158_HSC_FE_S8_ JC48P6_1159_HSC_FE_S8_
#> "033" "0211"
#> JC48P6_1160_HSC_FE_S8_ JC48P6_1161_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1162_HSC_FE_S8_ JC48P6_1163_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1164_HSC_FE_S8_ JC48P6_1165_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1166_HSC_FE_S8_ JC48P6_1167_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1168_HSC_FE_S8_ JC48P6_1169_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1170_HSC_FE_S8_ JC48P6_1171_HSC_FE_S8_
#> "023" "031"
#> JC48P6_1172_HSC_FE_S8_ JC48P6_1173_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1174_HSC_FE_S8_ JC48P6_1175_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1176_HSC_FE_S8_ JC48P6_1177_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1178_HSC_FE_S8_ JC48P6_1179_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1180_HSC_FE_S8_ JC48P6_1181_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1182_HSC_FE_S8_ JC48P6_1183_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1184_HSC_FE_S8_ JC48P6_1185_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1186_HSC_FE_S8_ JC48P6_1187_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1188_HSC_FE_S8_ JC48P6_1189_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1190_HSC_FE_S8_ JC48P6_1191_HSC_FE_S8_
#> "01" "031"
#> JC48P6_1192_HSC_FE_S8_ JC48P6_1193_HSC_FE_S8_
#> "033" "033"
#> JC48P6_1194_HSC_FE_S8_ JC48P6_1195_HSC_FE_S8_
#> "031" "033"
#> JC48P6_1196_HSC_FE_S8_ JC48P6_1197_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1198_HSC_FE_S8_ JC48P6_1199_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1200_HSC_FE_S8_ JC48P6_1201_HSC_FE_S8_
#> "031" "031"
#> JC48P6_1202_HSC_FE_S8_ JC48P6_1203_HSC_FE_S8_
#> "033" "031"
#> JC48P6_1204_HSC_FE_S8_
#> "031"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 2813))
#> JC4_349_HSC_FE_S13_ JC4_350_HSC_FE_S13_
#> "01" "01"
#> JC4_351_HSC_FE_S13_ JC4_352_HSC_FE_S13_
#> "01" "01"
#> JC4_353_HSC_FE_S13_ JC4_354_HSC_FE_S13_
#> "01" "01"
#> JC4_355_HSC_FE_S13_ JC4_356_HSC_FE_S13_
#> "01" "01"
#> JC4_357_HSC_FE_S13_ JC4_358_HSC_FE_S13_
#> "01" "01"
#> JC4_359_HSC_FE_S13_ JC4_360_HSC_FE_S13_
#> "01" "03"
#> JC4_361_HSC_FE_S13_ JC4_362_HSC_FE_S13_
#> "01" "01"
#> JC4_363_HSC_FE_S13_ JC4_364_HSC_FE_S13_
#> "03" "01"
#> JC4_365_HSC_FE_S13_ JC4_366_HSC_FE_S13_
#> "01" "01"
#> JC4_368_HSC_FE_S13_ JC4_369_HSC_FE_S13_
#> "01" "01"
#> JC4_371_HSC_FE_S13_ JC4_372_HSC_FE_S13_
#> "01" "01"
#> JC4_373_HSC_FE_S13_ JC4_374_HSC_FE_S13_
#> "01" "01"
#> JC4_375_HSC_FE_S13_ JC4_376_HSC_FE_S13_
#> "01" "01"
#> JC4_377_HSC_FE_S13_ JC4_378_HSC_FE_S13_
#> "01" "01"
#> JC4_379_HSC_FE_S13_ JC4_380_HSC_FE_S13_
#> "01" "01"
#> JC4_382_HSC_FE_S13_ JC4_383_HSC_FE_S13_
#> "01" "01"
#> JC4_384_HSC_FE_S13_ JC4_385_HSC_FE_S13_
#> "03" "01"
#> JC4_386_HSC_FE_S13_ JC4_387_HSC_FE_S13_
#> "01" "01"
#> JC4_388_HSC_FE_S13_ JC4_389_HSC_FE_S13_
#> "01" "01"
#> JC4_390_HSC_FE_S13_ JC4_391_HSC_FE_S13_
#> "01" "01"
#> JC4_392_HSC_FE_S13_ JC4_393_HSC_FE_S13_
#> "01" "01"
#> JC4_394_HSC_FE_S13_ JC4_395_HSC_FE_S13_
#> "01" "01"
#> JC4_397_HSC_FE_S13_ JC4_398_HSC_FE_S13_
#> "01" "01"
#> JC4_399_HSC_FE_S13_ JC4_400_HSC_FE_S13_
#> "01" "03"
#> JC4_401_HSC_FE_S13_ JC4_402_HSC_FE_S13_
#> "01" "01"
#> JC4_403_HSC_FE_S13_ JC4_404_HSC_FE_S13_
#> "01" "01"
#> JC4_405_HSC_FE_S13_ JC4_406_HSC_FE_S13_
#> "01" "01"
#> JC4_407_HSC_FE_S13_ JC4_408_HSC_FE_S13_
#> "01" "01"
#> JC4_409_HSC_FE_S13_ JC4_410_HSC_FE_S13_
#> "01" "01"
#> JC4_411_HSC_FE_S13_ JC4_412_HSC_FE_S13_
#> "01" "01"
#> JC4_413_HSC_FE_S13_ JC4_414_HSC_FE_S13_
#> "01" "01"
#> JC4_415_HSC_FE_S13_ JC4_416_HSC_FE_S13_
#> "01" "01"
#> JC4_417_HSC_FE_S13_ JC4_418_HSC_FE_S13_
#> "01" "01"
#> JC4_419_HSC_FE_S13_ JC4_420_HSC_FE_S13_
#> "01" "01"
#> JC4_421_HSC_FE_S13_ JC4_422_HSC_FE_S13_
#> "01" "01"
#> JC4_423_HSC_FE_S13_ JC4_424_HSC_FE_S13_
#> "01" "01"
#> JC4_425_HSC_FE_S13_ JC4_426_HSC_FE_S13_
#> "01" "01"
#> JC4_427_HSC_FE_S13_ JC4_428_HSC_FE_S13_
#> "01" "01"
#> JC4_429_HSC_FE_S13_ JC4_430_HSC_FE_S13_
#> "01" "01"
#> JC4_431_HSC_FE_S13_ JC4_432_HSC_FE_S13_
#> "01" "01"
#> JC4_433_HSC_FE_S13_ JC4_434_HSC_FE_S13_
#> "01" "01"
#> JC4_435_HSC_FE_S13_ JC4_436_HSC_FE_S13_
#> "01" "01"
#> JC20_1.1_FE_S25_ JC20_2.1_FE_S25_
#> "01" "01"
#> JC20_3.1_FE_S25_ JC20_4.1_FE_S25_
#> "01" "01"
#> JC20_5.1_FE_S25_ JC20_6.1_FE_S25_
#> "01" "01"
#> JC20_7.1_FE_S25_ JC20_8.1_FE_S25_
#> "01" "01"
#> JC20_9.1_FE_S25_ JC20_10.1_FE_S25_
#> "01" "01"
#> JC20_11.1_FE_S25_ JC20_12.1_FE_S25_
#> "01" "01"
#> JC20_1.2_FE_S25_ JC20_2.2_FE_S25_
#> "01" "01"
#> JC20_3.2_FE_S25_ JC20_4.2_FE_S25_
#> "01" "01"
#> JC20_5.2_FE_S25_ JC20_6.2_FE_S25_
#> "03" "01"
#> JC20_7.2_FE_S25_ JC20_8.2_FE_S25_
#> "01" "01"
#> JC20_9.2_FE_S25_ JC20_10.2_FE_S25_
#> "01" "01"
#> JC20_11.2_FE_S25_ JC20_12.2_FE_S25_
#> "01" "01"
#> JC20_13.1_FE_S25_ JC20_14.1_FE_S25_
#> "01" "01"
#> JC20_15.1_FE_S25_ JC20_16.1_FE_S25_
#> "01" "01"
#> JC20_17.1_FE_S25_ JC20_18.1_FE_S25_
#> "01" "01"
#> JC20_19.1_FE_S25_ JC20_20.1_FE_S25_
#> "01" "01"
#> JC20_21.1_FE_S25_ JC20_22.1_FE_S25_
#> "01" "01"
#> JC20_23.1_FE_S25_ JC20_24.1_FE_S25_
#> "01" "01"
#> JC20_13.2_FE_S25_ JC20_14.2_FE_S25_
#> "01" "01"
#> JC20_15.2_FE_S25_ JC20_16.2_FE_S25_
#> "01" "01"
#> JC20_17.2_FE_S25_ JC20_18.2_FE_S25_
#> "01" "01"
#> JC20_19.2_FE_S25_ JC20_20.2_FE_S25_
#> "01" "01"
#> JC20_21.2_FE_S25_ JC20_22.2_big_FE_S25_
#> "01" "01"
#> JC20_23.2_FE_S25_ JC20_24.2_FE_S25_
#> "01" "01"
#> JC20_25.1_FE_S25_ JC20_26.1_FE_S25_
#> "01" "01"
#> JC20_27.1_FE_S25_ JC20_29.1_FE_S25_
#> "01" "0211"
#> JC20_33.1_FE_S25_ JC20_34.1_FE_S25_
#> "01" "01"
#> JC20_36.1_FE_S25_ JC20_25.2_FE_S25_
#> "01" "01"
#> JC20_26.2_FE_S25_ JC20_27.2_FE_S25_
#> "01" "01"
#> JC20_28.2_FE_S25_ JC20_29.2_FE_S25_
#> "01" "01"
#> JC20_30.2_FE_S25_ JC20_31.2_FE_S25_
#> "01" "01"
#> JC20_33.2_FE_S25_ JC20_34.2_FE_S25_
#> "01" "01"
#> JC20_35.2_FE_S25_ JC20_36.2_FE_S25_
#> "01" "01"
#> JC20_37.1_FE_S25_ JC20_39.1_FE_S25_
#> "01" "01"
#> JC20_41.1_FE_S25_ JC20_42.1.1_FE_S25_
#> "01" "01"
#> JC20_43.1.1_FE_S25_ JC20_44.1.1_FE_S25_
#> "01" "01"
#> JC20_45.1.2_FE_S25_ JC20_46.1.2_FE_S25_
#> "01" "01"
#> JC20_48.1.2_FE_S25_ JC20_37.2_FE_S25_
#> "01" "01"
#> JC20_38.2_FE_S25_ JC20_39.2_FE_S25_
#> "01" "01"
#> JC20_40.2_FE_S25_ JC20_41.2_FE_S25_
#> "01" "01"
#> JC20_42.2.1_FE_S25_ JC20_43.2.1_FE_S25_
#> "01" "01"
#> JC20_44.2.1_FE_S25_ JC20_45.2.2_FE_S25_
#> "01" "01"
#> JC20_46.2.2_FE_S25_ JC20_47.2.2_FE_S25_
#> "01" "03"
#> JC20_48.2.2_FE_S25_ JC21_49.1_FE_S25_
#> "01" "01"
#> JC21_50.1_FE_S25_ JC21_51.1_FE_S25_
#> "01" "022"
#> JC21_52.1_FE_S25_ JC21_53.1_FE_S25_
#> "01" "01"
#> JC21_54.1_FE_S25_ JC21_55.1_FE_S25_
#> "01" "01"
#> JC21_56.1_FE_S25_ JC21_57.1_FE_S25_
#> "01" "01"
#> JC21_58.1_FE_S25_ JC21_59.1_FE_S25_
#> "01" "01"
#> JC21_60.1_FE_S25_ JC21_49.2_FE_S25_
#> "01" "01"
#> JC21_50.2_FE_S25_ JC21_51.2_FE_S25_
#> "01" "022"
#> JC21_52.2_FE_S25_ JC21_53.2_FE_S25_
#> "01" "01"
#> JC21_54.2_FE_S25_ JC21_55.2_FE_S25_
#> "01" "01"
#> JC21_56.2_FE_S25_ JC21_57.2_FE_S25_
#> "0211" "01"
#> JC21_58.2_FE_S25_ JC21_59.2_FE_S25_
#> "01" "01"
#> JC21_60.2_FE_S25_ JC21_61.1_FE_S25_
#> "022" "01"
#> JC21_62.1_FE_S25_ JC21_63.1_FE_S25_
#> "01" "01"
#> JC21_64.1_FE_S25_ JC21_65.1_FE_S25_
#> "01" "01"
#> JC21_66.1_FE_S25_ JC21_67.1_FE_S25_
#> "01" "01"
#> JC21_68.1_FE_S25_ JC21_69.1_FE_S25_
#> "01" "03"
#> JC21_70.1_FE_S25_ JC21_71.1_FE_S25_
#> "01" "01"
#> JC21_72.1_FE_S25_ JC21_61.2_FE_S25_
#> "01" "01"
#> JC21_62.2_FE_S25_ JC21_63.2_FE_S25_
#> "01" "01"
#> JC21_64.2_FE_S25_ JC21_65.2_FE_S25_
#> "01" "01"
#> JC21_66.2_FE_S25_ JC21_67.2_FE_S25_
#> "023" "03"
#> JC21_68.2_FE_S25_ JC21_69.2_FE_S25_
#> "03" "01"
#> JC21_70.2_FE_S25_ JC21_71.2_FE_S25_
#> "01" "01"
#> JC21_72.2_FE_S25_ JC21_73.1_FE_S25_
#> "01" "01"
#> JC21_74.1_FE_S25_ JC21_75.1_FE_S25_
#> "01" "01"
#> JC21_76.1_FE_S25_ JC21_77.1_FE_S25_
#> "022" "01"
#> JC21_78.1_FE_S25_ JC21_79.1_FE_S25_
#> "01" "01"
#> JC21_80.1_FE_S25_ JC21_81.1_FE_S25_
#> "01" "01"
#> JC21_82.1_FE_S25_ JC21_83.1_FE_S25_
#> "01" "03"
#> JC21_84.1_FE_S25_ JC21_73.2_FE_S25_
#> "0211" "01"
#> JC21_74.2_FE_S25_ JC21_75.2_FE_S25_
#> "01" "01"
#> JC21_76.2_FE_S25_ JC21_77.2_FE_S25_
#> "022" "01"
#> JC21_78.2_FE_S25_ JC21_79.2_FE_S25_
#> "01" "01"
#> JC21_80.2_FE_S25_ JC21_81.2_FE_S25_
#> "03" "01"
#> JC21_82.2_FE_S25_ JC21_83.2_FE_S25_
#> "01" "01"
#> JC21_84.2_FE_S25_ JC21_85.1_FE_S25_
#> "01" "01"
#> JC21_86.1_FE_S25_ JC21_87.1_FE_S25_
#> "01" "01"
#> JC21_88.1_FE_S25_ JC21_89.1_FE_S25_
#> "01" "01"
#> JC21_90.1_FE_S25_ JC21_91.1_FE_S25_
#> "01" "01"
#> JC21_92.1_FE_S25_ JC21_93.1_FE_S25_
#> "01" "01"
#> JC21_94.1_FE_S25_ JC21_95.1_FE_S25_
#> "01" "01"
#> JC21_96.1_FE_S25_ JC21_85.2_FE_S25_
#> "01" "01"
#> JC21_86.2_FE_S25_ JC21_87.2_FE_S25_
#> "01" "01"
#> JC21_88.2_FE_S25_ JC21_89.2_FE_S25_
#> "01" "01"
#> JC21_90.2_FE_S25_ JC21_91.2_FE_S25_
#> "01" "01"
#> JC21_92.2_FE_S25_ JC21_93.2_FE_S25_
#> "01" "01"
#> JC21_94.2_FE_S25_ JC21_95.2_FE_S25_
#> "01" "01"
#> JC21_96.2_FE_S25_ JC26_98.1_S32_
#> "01" "01"
#> JC26_99.1_S32_ JC26_100.1_W_S32_
#> "03" "0212"
#> JC26_101.1_S32_ JC26_102.1_S32_
#> "03" "01"
#> JC26_103.1_S32_ JC26_104.1_S32_
#> "01" "01"
#> JC26_106.1.3_S32_ JC26_108.1.3_S32_
#> "01" "01"
#> JC26_146_S32_ JC26_98.2_S32_
#> "03" "01"
#> JC26_99.2_S32_ JC26_100.2_W_S32_
#> "0211" "022"
#> JC26_101.2_S32_ JC26_102.2_S32_
#> "01" "01"
#> JC26_103.2_S32_ JC26_104.2_S32_
#> "01" "022"
#> JC26_105.2.3_S32_ JC26_106.2.3_S32_
#> "01" "01"
#> JC26_107.2.3_S32_ JC26_108.2.3_S32_
#> "01" "01"
#> JC26_109.1.3_S32_ JC26_110.1.4_S32_
#> "01" "01"
#> JC26_111.1.4_S32_ JC26_112.1.4_S32_
#> "01" "01"
#> JC26_113.1.4_S32_ JC26_114.1_S32_
#> "01" "03"
#> JC26_115.1.5_S32_ JC26_116.1.5_S32_
#> "01" "03"
#> JC26_117.1.5_S32_ JC26_118.1_S32_
#> "01" "03"
#> JC26_119.1_W.6_S32_ JC26_120.1.6_S32_
#> "01" "01"
#> JC26_109.2.3_S32_ JC26_110.2.4_S32_
#> "03" "01"
#> JC26_111.2.4_S32_ JC26_112.2.4_S32_
#> "022" "01"
#> JC26_113.2.4_S32_ JC26_114.2_S32_
#> "01" "01"
#> JC26_115.2.5_S32_ JC26_116.2.5_S32_
#> "01" "022"
#> JC26_117.2.5_S32_ JC26_118.2_S32_
#> "01" "01"
#> JC26_119.2_W.6_S32_ JC26_120.2.6_S32_
#> "03" "01"
#> JC26_121.1.6_S32_ JC26_122.1.6_S32_
#> "022" "01"
#> JC26_123.1.6_S32_ JC26_125.1.6_S32_
#> "01" "023"
#> JC26_127.1_S32_ JC26_128.1.7_S32_
#> "03" "022"
#> JC26_129.1_W.7_S32_ JC26_130.1.7_S32_
#> "01" "022"
#> JC26_131.1.7_S32_ JC26_132.1.7_S32_
#> "0211" "023"
#> JC26_121.2.6_S32_ JC26_122.2.6_S32_
#> "03" "03"
#> JC26_123.2.6_S32_ JC26_124.2.6_S32_
#> "03" "01"
#> JC26_125.2.6_S32_ JC26_126.2_S32_
#> "01" "01"
#> JC26_127.2_S32_ JC26_128.2.7_S32_
#> "01" "022"
#> JC26_129.2_W.7_S32_ JC26_130.2.7_S32_
#> "01" "01"
#> JC26_131.2.7_S32_ JC26_132.2.7_S32_
#> "01" "01"
#> JC26_135.1.7_S32_ JC26_136.1.7_S32_
#> "01" "01"
#> JC26_137.1.8_S32_ JC26_147.8_S32_
#> "01" "01"
#> JC26_139.1.8_S32_ JC26_140.1.8_S32_
#> "01" "01"
#> JC26_141.1_S32_ JC26_142.1_S32_
#> "01" "01"
#> JC26_143.1_W_S32_ JC26_144.1_S32_
#> "022" "01"
#> JC26_134.2.7_S32_ JC26_135.2.7_S32_
#> "01" "01"
#> JC26_136.2.7_S32_ JC26_137.2.8_S32_
#> "01" "01"
#> JC26_140.2.8_S32_ JC26_141.2_S32_
#> "01" "01"
#> JC26_143.2_W_S32_ JC26_144.2_S32_
#> "01" "01"
#> JC27_149.1_W.9_MA_S33_ JC27_151.1.9_MA_S33_
#> "01" "01"
#> JC27_152.1.9_MA_S33_ JC27_153.1.9_MA_S33_
#> "01" "01"
#> JC27_154.1.9_MA_S33_ JC27_155.1.9_MA_S33_
#> "01" "01"
#> JC27_156.1.9_MA_S33_ JC27_157.1_MA_S33_
#> "01" "0212"
#> JC27_158.1_MA_S33_ JC27_159.1_MA_S33_
#> "01" "01"
#> JC27_160.1_MA_S33_ JC27_149.2_W.9_MA_S33_
#> "01" "0213"
#> JC27_150.2.9_MA_S33_ JC27_151.2_big.9_MA_S33_
#> "01" "01"
#> JC27_152.2.9_MA_S33_ JC27_153.2.9_MA_S33_
#> "01" "03"
#> JC27_154.2.9_MA_S33_ JC27_155.2.9_MA_S33_
#> "01" "01"
#> JC27_156.2.9_MA_S33_ JC27_157.2_MA_S33_
#> "01" "01"
#> JC27_158.2_MA_S33_ JC27_159.2_MA_S33_
#> "01" "022"
#> JC27_160.2_MA_S33_ JC27_162.1_MA_S33_
#> "022" "01"
#> JC27_163.1_MA_S33_ JC27_164.1_MA_S33_
#> "01" "0211"
#> JC27_165.1_MA_S33_ JC27_166.1_MA_S33_
#> "01" "01"
#> JC27_167.1_MA_S33_ JC27_168.1_MA_S33_
#> "01" "022"
#> JC27_169.1_MA_S33_ JC27_170.1_MA_S33_
#> "01" "022"
#> JC27_171.1_MA_S33_ JC27_172.1_MA_S33_
#> "01" "022"
#> JC27_161.2_MA_S33_ JC27_162.2_MA_S33_
#> "022" "01"
#> JC27_163.2_MA_S33_ JC27_164.2_MA_S33_
#> "022" "03"
#> JC27_165.2_MA_S33_ JC27_166.2_MA_S33_
#> "01" "01"
#> JC27_167.2_MA_S33_ JC27_168.2_MA_S33_
#> "01" "0212"
#> JC27_169.2_MA_S33_ JC27_170.2_MA_S33_
#> "022" "01"
#> JC27_172.2_MA_S33_ JC27_173.1_MA_S33_
#> "022" "01"
#> JC27_174.1_MA_S33_ JC27_175.1_MA_S33_
#> "01" "022"
#> JC27_177.1_big_MA_S33_ JC27_178.1_MA_S33_
#> "01" "022"
#> JC27_180.1_W_MA_S33_ JC27_181.1_MA_S33_
#> "01" "01"
#> JC27_182.1_W_MA_S33_ JC27_183.1_MA_S33_
#> "01" "022"
#> JC27_184.1_MA_S33_ JC27_173.2_big_MA_S33_
#> "0212" "01"
#> JC27_174.2_MA_S33_ JC27_175.2_MA_S33_
#> "023" "01"
#> JC27_176.2_W_MA_S33_ JC27_177.2_MA_S33_
#> "01" "01"
#> JC27_178.2_MA_S33_ JC27_179.2_MA_S33_
#> "01" "01"
#> JC27_180.2_W_MA_S33_ JC27_181.2_big_MA_S33_
#> "01" "01"
#> JC27_182.2_W_MA_S33_ JC27_183.2_MA_S33_
#> "01" "01"
#> JC27_184.2_MA_S33_ JC27_185.1_MA_S33_
#> "01" "022"
#> JC27_186.1_MA_S33_ JC27_187.1_MA_S33_
#> "01" "01"
#> JC27_188.1_MA_S33_ JC27_189.1_MA_S33_
#> "01" "01"
#> JC27_190.1_MA_S33_ JC27_191.1_MA_S33_
#> "01" "01"
#> JC27_192.1_W_MA_S33_ JC27_193.1_._big_MA_S33_
#> "0213" "01"
#> JC27_193.3_MA_S33_ JC27_195.1_MA_S33_
#> "01" "0212"
#> JC27_196.1_MA_S33_ JC27_185.2_MA_S33_
#> "0211" "01"
#> JC27_186.2_MA_S33_ JC27_187.2_MA_S33_
#> "01" "0212"
#> JC27_188.2_MA_S33_ JC27_189.2_MA_S33_
#> "0211" "01"
#> JC27_190.2_MA_S33_ JC27_191.2_MA_S33_
#> "01" "01"
#> JC27_192.2_W_MA_S33_ JC27_193.2_MA_S33_
#> "01" "01"
#> JC27_193.4_MA_S33_ JC27_195.2_MA_S33_
#> "01" "01"
#> JC27_196.2_MA_S33_ JC28_197.1_FE_S33_
#> "01" "01"
#> JC28_198.1_FE_S33_ JC28_200.1.23_FE_S33_
#> "01" "01"
#> JC28_201.1.23_FE_S33_ JC28_202.1_FE_S33_
#> "01" "01"
#> JC28_203.1_FE_S33_ JC28_205.1_FE_S33_
#> "01" "01"
#> JC28_206.1_FE_S33_ JC28_207.1_FE_S33_
#> "01" "01"
#> JC28_208.1_FE_S33_ JC28_197.2_FE_S33_
#> "01" "01"
#> JC28_198.2_big_FE_S33_ JC28_199.2.23_FE_S33_
#> "01" "01"
#> JC28_201.2.23_FE_S33_ JC28_202.2_FE_S33_
#> "01" "01"
#> JC28_203.2_FE_S33_ JC28_204.2_FE_S33_
#> "01" "01"
#> JC28_205.2_FE_S33_ JC28_206.2_FE_S33_
#> "01" "01"
#> JC28_207.2_FE_S33_ JC28_208.2_FE_S33_
#> "01" "01"
#> JC28_210.1_FE_S33_ JC28_211.1_FE_S33_
#> "01" "01"
#> JC28_212.1_FE_S33_ JC28_213.1.26_FE_S33_
#> "023" "01"
#> JC28_214.1.26_FE_S33_ JC28_215.1.26_FE_S33_
#> "01" "01"
#> JC28_216.1.26_FE_S33_ JC28_217.1.26_FE_S33_
#> "01" "03"
#> JC28_218.1_FE_S33_ JC28_220.1_FE_S33_
#> "01" "01"
#> JC28_209.2_FE_S33_ JC28_210.2_FE_S33_
#> "01" "03"
#> JC28_211.2_FE_S33_ JC28_212.2_FE_S33_
#> "023" "023"
#> JC28_214.2.26_FE_S33_ JC28_216.2.26_FE_S33_
#> "023" "01"
#> JC28_217.2.26_FE_S33_ JC28_218.2_FE_S33_
#> "01" "01"
#> JC28_219.2_FE_S33_ JC28_220.2_FE_S33_
#> "022" "0212"
#> JC28_222.1_FE_S33_ JC28_223.1_FE_S33_
#> "01" "03"
#> JC28_228.1.29_FE_S33_ JC28_229.1.29_FE_S33_
#> "01" "023"
#> JC28_230.1.29_FE_S33_ JC28_231.1_FE_S33_
#> "023" "01"
#> JC28_232.1_FE_S33_ JC28_221.2_FE_S33_
#> "01" "01"
#> JC28_222.2_FE_S33_ JC28_223.2_FE_S33_
#> "01" "01"
#> JC28_224.2_FE_S33_ JC28_225.2.29_FE_S33_
#> "01" "01"
#> JC28_226.2.29_FE_S33_ JC28_227.2.29_FE_S33_
#> "01" "01"
#> JC28_229.2.29_FE_S33_ JC28_230.2.29_FE_S33_
#> "01" "01"
#> JC28_232.2_FE_S33_ JC28_233.3_T_FE_S33_
#> "01" "03"
#> JC28_235.1_FE_S33_ JC28_236.1_FE_S33_
#> "01" "01"
#> JC28_237.1_FE_S33_ JC28_238.1_FE_S33_
#> "01" "01"
#> JC28_239.1_FE_S33_ JC28_240.1_FE_S33_
#> "01" "01"
#> JC28_241.1_FE_S33_ JC28_242.1_FE_S33_
#> "01" "01"
#> JC28_243.1_FE_S33_ JC28_244.1_FE_S33_
#> "01" "01"
#> JC28_233.2_T_FE_S33_ JC28_234.2_FE_S33_
#> "01" "01"
#> JC28_235.2_FE_S33_ JC28_236.2_FE_S33_
#> "01" "01"
#> JC28_237.2_FE_S33_ JC28_238.2_FE_S33_
#> "01" "01"
#> JC28_239.2_FE_S33_ JC28_240.2_FE_S33_
#> "01" "01"
#> JC28_241.2_FE_S33_ JC28_242.2_FE_S33_
#> "01" "01"
#> JC28_243.2_FE_S33_ JC30_245.1_MA
#> "01" "01"
#> JC30_246.1_MA JC30_247.1_MA
#> "01" "01"
#> JC30_248.1.32_MA JC30_249.1.32_MA
#> "01" "01"
#> JC30_250.1.32_MA JC30_251.1_MA
#> "01" "01"
#> JC30_252.1_T_MA JC30_252.3_T_MA
#> "03" "01"
#> JC30_254.1_MA JC30_255.1_MA
#> "01" "01"
#> JC30_256.1_MA JC30_245.2_MA
#> "01" "01"
#> JC30_246.2_MA JC30_247.2_MA
#> "022" "01"
#> JC30_248.2.32_MA JC30_249.2.32_MA
#> "01" "01"
#> JC30_250.2.32_MA JC30_251.2_MA
#> "01" "01"
#> JC30_252.2_T_MA JC30_254.3_MA
#> "01" "01"
#> JC30_254.2_._MA JC30_255.2_MA
#> "01" "01"
#> JC30_256.2_MA JC30_257.1_MA
#> "01" "01"
#> JC30_258.1.33_MA JC30_259.1_W.33_MA
#> "01" "01"
#> JC30_260.1_W.33_MA JC30_261.1.34_MA
#> "01" "01"
#> JC30_261.3.34_MA JC30_263.1.34_MA
#> "01" "01"
#> JC30_264.1_W.34_MA JC30_265.1_MA
#> "01" "01"
#> JC30_265.3_._big_MA JC30_265.4_MA
#> "01" "01"
#> JC30_268.1_MA JC30_257.2_MA
#> "03" "01"
#> JC30_258.2.33_MA JC30_259.2_W.33_MA
#> "01" "01"
#> JC30_260.2_W.33_MA JC30_261.2_..34_MA
#> "01" "01"
#> JC30_261.4.34_MA JC30_263.2.34_MA
#> "01" "01"
#> JC30_264.2_W.34_MA JC30_265.2_MA
#> "01" "01"
#> JC30_265.5_MA JC30_265.6_MA
#> "01" "01"
#> JC30_268.2_MA JC30_269.1_W_MA
#> "03" "01"
#> JC30_270.1_W_MA JC30_271.1_W_MA
#> "01" "01"
#> JC30_272.1_W_MA JC30_273.1_MA
#> "01" "01"
#> JC30_273.3_MA JC30_275.1_T_MA
#> "01" "01"
#> JC30_276.1_MA JC30_277.1_T_MA
#> "01" "01"
#> JC30_277.3_T_MA JC30_279.1_MA
#> "01" "01"
#> JC30_280.1_MA JC30_269.2_W_MA
#> "01" "01"
#> JC30_270.2_W_MA JC30_271.2_W_MA
#> "01" "01"
#> JC30_272.2_W_MA JC30_273.2_._MA
#> "01" "01"
#> JC30_275.3_T_MA JC30_275.2_T_MA
#> "01" "01"
#> JC30_276.2_MA JC30_277.2_T_MA
#> "01" "01"
#> JC30_279.3_._MA JC30_279.2_MA
#> "01" "01"
#> JC30_280.2_MA JC30_281.1_MA
#> "01" "01"
#> JC30_282.1_MA JC30_283.1_MA
#> "01" "01"
#> JC30_284.1_MA JC30_285.1_MA
#> "01" "01"
#> JC30_286.1_MA JC30_287.1_MA
#> "01" "01"
#> JC30_288.1_._MA JC30_288.3_MA
#> "01" "01"
#> JC30_290.1_MA JC30_291.1_MA
#> "01" "01"
#> JC30_292.1_MA JC30_281.2_MA
#> "01" "01"
#> JC30_282.2_MA JC30_283.2_MA
#> "01" "03"
#> JC30_284.2_MA JC30_285.2_MA
#> "01" "01"
#> JC30_286.2_MA JC30_287.2_MA
#> "01" "01"
#> JC30_288.2_MA JC30_289.2_MA
#> "01" "01"
#> JC30_289.1_MA JC30_291.2_MA
#> "01" "01"
#> JC30_292.2_MA JC32_293.1_W_
#> "01" "01"
#> JC32_294.1.37_ JC32_295.1_T.37_
#> "01" "01"
#> JC32_296.1_T.37_ JC32_296.3_T.37_
#> "01" "01"
#> JC32_298.1.37_ JC32_300.2_..38_
#> "022" "03"
#> JC32_300.3_..38_ JC32_302.1.38_
#> "01" "01"
#> JC32_303.1.38_ JC32_293.2_W_
#> "03" "01"
#> JC32_294.2.37_ JC32_295.2_T_W.37_
#> "01" "01"
#> JC32_296.2_T.37_ JC32_295.3_T_W.37_
#> "01" "01"
#> JC32_298.2_big.37_ JC32_299.2_
#> "01" "01"
#> JC32_300.1_..38_ JC32_300.4_..38_
#> "01" "01"
#> JC32_302.2.38_ JC32_303.2.38_
#> "01" "01"
#> JC32_304.2.39_ JC32_305.1.39_
#> "01" "01"
#> JC32_306.1.39_ JC32_307.1.39_
#> "01" "01"
#> JC32_308.1.40_ JC32_309.1_..40_
#> "01" "01"
#> JC32_309.3.40_ JC32_311.1.40_
#> "01" "01"
#> JC32_312.1.40_ JC32_314.1.41_
#> "01" "01"
#> JC32_315.1_T.41_ JC32_315.3_T.41_
#> "0212" "01"
#> JC32_305.2.39_ JC32_306.2.39_
#> "01" "01"
#> JC32_307.2.39_ JC32_308.2.40_
#> "01" "01"
#> JC32_309.2.40_ JC32_309.4.40_
#> "01" "01"
#> JC32_311.2.40_ JC32_312.2.40_
#> "01" "01"
#> JC32_313.2.40_ JC32_314.2.41_
#> "01" "01"
#> JC32_315.2_T.41_ JC32_317.3.41_
#> "01" "01"
#> JC32_317.1.41_ JC32_318.1.41_
#> "01" "01"
#> JC32_319.1.41_ JC32_320.1.41_
#> "01" "01"
#> JC32_321.1.41_ JC32_322.1.41_
#> "01" "0213"
#> JC32_323.1.42_ JC32_324.1.42_
#> "0213" "01"
#> JC32_325.1_W.42_ JC32_326.1_..42_
#> "01" "01"
#> JC32_326.3.42_ JC32_328.1.43_
#> "01" "01"
#> JC32_317.2_..41_ JC32_318.2.41_
#> "01" "01"
#> JC32_319.2.41_ JC32_320.2.41_
#> "01" "01"
#> JC32_321.2.41_ JC32_322.2.41_
#> "01" "01"
#> JC32_323.2.42_ JC32_324.2.42_
#> "01" "03"
#> JC32_325.2_W.42_ JC32_326.2.42_
#> "01" "01"
#> JC32_327.2.42_ JC32_328.2.43_
#> "01" "01"
#> JC32_329.1.43_ JC32_330.1.43_
#> "03" "03"
#> JC32_331.1.43_ JC32_331.3.43_
#> "01" "01"
#> JC32_333.1.43_ JC32_334.1.44_
#> "01" "01"
#> JC32_335.1.44_ JC32_336.1.44_
#> "01" "01"
#> JC32_337.1.44_ JC32_338.1.44_
#> "01" "01"
#> JC32_338.3_._big.44_ JC32_340.1_T_
#> "03" "01"
#> JC32_329.2.43_ JC32_330.2.43_
#> "01" "022"
#> JC32_331.2.43_ JC32_331.4_._big.43_
#> "01" "01"
#> JC32_333.2.43_ JC32_334.2.44_
#> "01" "01"
#> JC32_335.2.44_ JC32_336.2.44_
#> "023" "01"
#> JC32_337.2.44_ JC32_338.2.44_
#> "01" "01"
#> JC32_340.3_T_ JC32_340.2_T_
#> "022" "01"
#> JC35_437.1.45_MA_S45_ JC35_437.3_._big.45_MA_S45_
#> "01" "01"
#> JC35_437.5.45_MA_S45_ JC35_437.7.45_MA_S45_
#> "01" "01"
#> JC35_441.1.46_MA_S45_ JC35_442.1.46_MA_S45_
#> "01" "01"
#> JC35_443.1.47_MA_S45_ JC35_444.1_T.47_MA_S45_
#> "01" "01"
#> JC35_444.3_T.47_MA_S45_ JC35_446.1.48_MA_S45_
#> "01" "01"
#> JC35_447.1.48_MA_S45_ JC35_448.1.48_MA_S45_
#> "01" "01"
#> JC35_437.2.45_MA_S45_ JC35_437.4.45_MA_S45_
#> "01" "01"
#> JC35_437.6.45_MA_S45_ JC35_437.8.45_MA_S45_
#> "01" "01"
#> JC35_441.2.46_MA_S45_ JC35_442.2.46_MA_S45_
#> "01" "01"
#> JC35_443.2.47_MA_S45_ JC35_444.2_T.47_MA_S45_
#> "01" "01"
#> JC35_451.3_._big.48_MA_S45_ JC35_446.2.48_MA_S45_
#> "01" "01"
#> JC35_447.2.48_MA_S45_ JC35_448.2.48_MA_S45_
#> "01" "01"
#> JC35_449.1.48_MA_S45_ JC35_450.1.48_MA_S45_
#> "01" "01"
#> JC35_451.1.48_MA_S45_ JC35_452.1_adi_MA_S45_
#> "01" "01"
#> JC35_453.1_._MA_S45_ JC35_453.3_MA_S45_
#> "01" "01"
#> JC35_455.1_T_MA_S45_ JC35_456.1.49_MA_S45_
#> "01" "03"
#> JC35_457.1.49_MA_S45_ JC35_458.1.49_MA_S45_
#> "01" "01"
#> JC35_459.1.50_MA_S45_ JC35_460.1.50_MA_S45_
#> "01" "01"
#> JC35_449.2.48_MA_S45_ JC35_450.2.48_MA_S45_
#> "01" "01"
#> JC35_451.2.48_MA_S45_ JC35_445.1_adi_MA_S45_
#> "01" "01"
#> JC35_453.2_MA_S45_ JC35_455.3_T_MA_S45_
#> "01" "01"
#> JC35_455.2_T_MA_S45_ JC35_456.2.49_MA_S45_
#> "022" "03"
#> JC35_457.2.49_MA_S45_ JC35_458.2.49_MA_S45_
#> "03" "03"
#> JC35_459.2.50_MA_S45_ JC35_460.2.50_MA_S45_
#> "01" "01"
#> JC35_461.1_._MA_S45_ JC35_461.4_._MA_S45_
#> "01" "01"
#> JC35_463.1_MA_S45_ JC35_464.1.51_MA_S45_
#> "01" "01"
#> JC35_465.1_T.51_MA_S45_ JC35_465.3_T.51_MA_S45_
#> "01" "01"
#> JC35_467.3_..52_MA_S45_ JC35_467.4_..52_MA_S45_
#> "01" "01"
#> JC35_469.1_T.52_MA_S45_ JC35_470.1_._MA_S45_
#> "022" "01"
#> JC35_470.3_MA_S45_ JC35_472.1_MA_S45_
#> "01" "01"
#> JC35_461.2_._MA_S45_ JC35_461.3_._MA_S45_
#> "01" "03"
#> JC35_463.2_MA_S45_ JC35_464.2.51_MA_S45_
#> "01" "01"
#> JC35_465.2_T.51_MA_S45_ JC35_467.1_..52_MA_S45_
#> "01" "01"
#> JC35_467.2_..52_MA_S45_ JC35_469.3_T.52_MA_S45_
#> "01" "01"
#> JC35_469.2_T.52_MA_S45_ JC35_470.2_MA_S45_
#> "01" "01"
#> JC35_475.3_T_MA_S45_ JC35_484.1_MA_S45_
#> "01" "01"
#> JC35_473.1_MA_S45_ JC35_474.1_MA_S45_
#> "01" "01"
#> JC35_475.1_T_MA_S45_ JC35_476.1_W.53_MA_S45_
#> "01" "01"
#> JC35_477.1.53_MA_S45_ JC35_478.1.53_MA_S45_
#> "01" "01"
#> JC35_479.1_MA_S45_ JC35_480.1_W.54_MA_S45_
#> "01" "01"
#> JC35_481.1.54_MA_S45_ JC35_482.1.55_MA_S45_
#> "01" "01"
#> JC35_483.1_W.55_MA_S45_ JC35_472.2_MA_S45_
#> "01" "01"
#> JC35_473.2_MA_S45_ JC35_474.2_MA_S45_
#> "01" "01"
#> JC35_475.2_T_MA_S45_ JC35_476.2_W.53_MA_S45_
#> "01" "01"
#> JC35_477.2.53_MA_S45_ JC35_478.2.53_MA_S45_
#> "01" "01"
#> JC35_479.2_MA_S45_ JC35_480.2_W.54_MA_S45_
#> "01" "01"
#> JC35_481.2.54_MA_S45_ JC35_482.2.55_MA_S45_
#> "01" "01"
#> JC35_483.2_W.55_MA_S45_ JC35_484.2_MA_S45_
#> "01" "01"
#> JC36_486.1_T.56_MA_S46_ JC36_486.3_T.56_MA_S46_
#> "0212" "022"
#> JC36_488.1.56_MA_S46_ JC36_490.4_._W.57_MA_S46_
#> "03" "01"
#> JC36_492.3.57_MA_S46_ JC36_494.1.58_MA_S46_
#> "01" "0212"
#> JC36_495.1.58_MA_S46_ JC36_496.1.58_MA_S46_
#> "01" "01"
#> JC36_486.2_T.56_MA_S46_ JC36_488.3_..56_MA_S46_
#> "01" "022"
#> JC36_488.2.56_MA_S46_ JC36_489.2.56_MA_S46_
#> "01" "01"
#> JC36_490.2_._W.57_MA_S46_ JC36_490.3_._W.57_MA_S46_
#> "01" "01"
#> JC36_492.2.57_MA_S46_ JC36_495.3_..58_MA_S46_
#> "01" "01"
#> JC36_494.2.58_MA_S46_ JC36_495.2.58_MA_S46_
#> "01" "01"
#> JC36_497.1_W.58_MA_S46_ JC36_499.1_W_MA_S46_
#> "0211" "03"
#> JC36_500.1_MA_S46_ JC36_501.1_._MA_S46_
#> "01" "0213"
#> JC36_501.3_MA_S46_ JC36_503.1_._adi_MA_S46_
#> "0212" "01"
#> JC36_505.1.59_MA_S46_ JC36_506.1.59_MA_S46_
#> "03" "022"
#> JC36_507.3.59_MA_S46_ JC36_497.2_W.58_MA_S46_
#> "01" "03"
#> JC36_499.2_W_MA_S46_ JC36_500.2_MA_S46_
#> "022" "01"
#> JC36_501.2_MA_S46_ JC36_503.3_MA_S46_
#> "0212" "01"
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#> JC36_505.2.59_MA_S46_ JC36_506.2.59_MA_S46_
#> "01" "01"
#> JC36_507.2.59_MA_S46_ JC36_520.3_T_MA_S46_
#> "01" "022"
#> JC36_511.1_W.61_MA_S46_ JC36_513.1_MA_S46_
#> "022" "0212"
#> JC36_514.1.62_MA_S46_ JC36_515.1_._big.62_MA_S46_
#> "01" "022"
#> JC36_515.3.62_MA_S46_ JC36_515.5.62_MA_S46_
#> "01" "01"
#> JC36_518.1_._MA_S46_ JC36_519.3_._MA_S46_
#> "01" "0213"
#> JC36_520.1_T_MA_S46_ JC36_511.2_W.61_MA_S46_
#> "01" "03"
#> JC36_512.2_W.61_MA_S46_ JC36_513.2_MA_S46_
#> "01" "01"
#> JC36_514.2.62_MA_S46_ JC36_515.2.62_MA_S46_
#> "01" "01"
#> JC36_515.4.62_MA_S46_ JC36_515.6.62_MA_S46_
#> "01" "01"
#> JC36_518.2_._MA_S46_ JC36_519.4_._MA_S46_
#> "01" "03"
#> JC36_520.2_T_MA_S46_ JC36_521.1_MA_S46_
#> "022" "022"
#> JC36_523.1.63_MA_S46_ JC36_524.1_..63_MA_S46_
#> "01" "01"
#> JC36_524.3.63_MA_S46_ JC36_524.5.63_MA_S46_
#> "01" "01"
#> JC36_527.1_MA_S46_ JC36_528.1_MA_S46_
#> "01" "01"
#> JC36_529.1_._MA_S46_ JC36_530.1_._MA_S46_
#> "01" "022"
#> JC36_531.1_MA_S46_ JC36_532.1_MA_S46_
#> "01" "022"
#> JC36_521.2_MA_S46_ JC36_522.2_MA_S46_
#> "01" "01"
#> JC36_523.2.63_MA_S46_ JC36_524.2.63_MA_S46_
#> "01" "01"
#> JC36_524.4.63_MA_S46_ JC36_531.3_._MA_S46_
#> "03" "01"
#> JC36_527.2_MA_S46_ JC36_528.2_MA_S46_
#> "022" "01"
#> JC36_529.2_._MA_S46_ JC36_530.2_._MA_S46_
#> "0212" "022"
#> JC36_531.2_MA_S46_ JC36_532.2_MA_S46_
#> "0213" "022"
#> JC37_533.1_W.64_MA_S46_ JC37_533.3.64_MA_S46_
#> "023" "03"
#> JC37_534.1.64_MA_S46_ JC37_534.4.64_MA_S46_
#> "01" "03"
#> JC37_537.1_MA_S46_ JC37_538.1_MA_S46_
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#> JC37_539.1_..65_MA_S46_ JC37_539.3.65_MA_S46_
#> "01" "01"
#> JC37_541.1.65_MA_S46_ JC37_542.1.65_MA_S46_
#> "01" "0211"
#> JC37_543.1.65_MA_S46_ JC37_544.1_..65_MA_S46_
#> "0212" "0212"
#> JC37_533.2_._W.64_MA_S46_ JC37_534.3.64_MA_S46_
#> "01" "01"
#> JC37_534.5.64_MA_S46_ JC37_537.2_MA_S46_
#> "01" "01"
#> JC37_538.2_MA_S46_ JC37_539.2.65_MA_S46_
#> "01" "01"
#> JC37_544.3.65_MA_S46_ JC37_541.2.65_MA_S46_
#> "03" "0212"
#> JC37_542.2.65_MA_S46_ JC37_544.2.65_MA_S46_
#> "01" "03"
#> JC37_545.1_T.65_MA_S46_ JC37_545.3_T.65_MA_S46_
#> "0212" "03"
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#> "0212" "0211"
#> JC37_549.1_MA_S46_ JC37_550.1_._MA_S46_
#> "01" "0211"
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#> "022" "0213"
#> JC37_555.1.66_MA_S46_ JC37_556.1.66_MA_S46_
#> "022" "01"
#> JC37_545.2_T.65_MA_S46_ JC37_550.3_MA_S46_
#> "0212" "03"
#> JC37_547.2_MA_S46_ JC37_548.2_MA_S46_
#> "01" "022"
#> JC37_549.2_MA_S46_ JC37_550.2_MA_S46_
#> "01" "022"
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#> JC37_553.2_MA_S46_ JC37_554.2_MA_S46_
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#> JC37_555.2.66_MA_S46_ JC37_556.2.66_MA_S46_
#> "022" "03"
#> JC37_557.1_ery.66_MA_S46_ JC37_558.1.66_MA_S46_
#> "01" "01"
#> JC37_559.1_ery.66_MA_S46_ JC37_560.1_MA_S46_
#> "01" "022"
#> JC37_561.1_ery_MA_S46_ JC37_562.4_..67_MA_S46_
#> "03" "023"
#> JC37_564.1.67_MA_S46_ JC37_566.1.67_MA_S46_
#> "022" "01"
#> JC37_567.1_ery.67_MA_S46_ JC37_568.1_MA_S46_
#> "03" "022"
#> JC37_558.2_ery.66_MA_S46_ JC37_559.2_ery.66_MA_S46_
#> "01" "01"
#> JC37_560.2_MA_S46_ JC37_561.2_MA_S46_
#> "022" "01"
#> JC37_562.2_._ery.67_MA_S46_ JC37_562.3_..67_MA_S46_
#> "01" "01"
#> JC37_564.2.67_MA_S46_ JC37_565.2.67_MA_S46_
#> "0213" "01"
#> JC37_566.2.67_MA_S46_ JC37_567.2.67_MA_S46_
#> "01" "01"
#> JC37_570.1.68_MA_S46_ JC37_571.1_..68_MA_S46_
#> "0212" "01"
#> JC37_571.4_..68_MA_S46_ JC37_573.1_MA_S46_
#> "0213" "01"
#> JC37_574.1_T_MA_S46_ JC37_574.3_T_MA_S46_
#> "01" "01"
#> JC37_576.1_T_W.69_MA_S46_ JC37_577.1.69_MA_S46_
#> "03" "01"
#> JC37_578.1_MA_S46_ JC37_579.1_._MA_S46_
#> "01" "0212"
#> JC37_579.3_MA_S46_ JC37_569.2_MA_S46_
#> "0212" "01"
#> JC37_570.2.68_MA_S46_ JC37_571.3_..68_MA_S46_
#> "022" "01"
#> JC37_573.2_MA_S46_ JC37_574.2_T_MA_S46_
#> "03" "01"
#> JC37_576.3_T_W.69_MA_S46_ JC37_576.2_T.69_MA_S46_
#> "023" "022"
#> JC37_577.2.69_MA_S46_ JC37_578.2_MA_S46_
#> "0213" "01"
#> JC37_579.2_MA_S46_ JC39_581.3.70_FE_S23_
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#> JC39_585.3_T.70_FE_S23_ JC39_587.1.70_FE_S23_
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#> JC39_588.1.70_FE_S23_ JC39_589.3.71_FE_S23_
#> "03" "03"
#> JC39_591.3_..71_FE_S23_ JC39_591.4_..71_FE_S23_
#> "0212" "0211"
#> JC39_581.2.70_FE_S23_ JC39_581.4.70_FE_S23_
#> "023" "01"
#> JC39_583.2.70_FE_S23_ JC39_584.2_div.70_FE_S23_
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#> JC39_585.2_T.70_FE_S23_ JC39_588.3.70_FE_S23_
#> "0211" "0211"
#> JC39_587.2.70_FE_S23_ JC39_588.2_..70_FE_S23_
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#> JC39_589.2.71_FE_S23_ JC39_591.1_..71_FE_S23_
#> "01" "03"
#> JC39_591.2_..71_FE_S23_ JC39_594.3.71_FE_S23_
#> "023" "023"
#> JC39_593.1.71_FE_S23_ JC39_594.1_..71_FE_S23_
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#> JC39_595.1.72_FE_S23_ JC39_596.1.72_FE_S23_
#> "01" "023"
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#> "01" "01"
#> JC39_599.1_FE_S23_ JC39_600.1_._FE_S23_
#> "022" "022"
#> JC39_601.1_FE_S23_ JC39_602.1_FE_S23_
#> "01" "01"
#> JC39_603.1_T_FE_S23_ JC39_604.1_FE_S23_
#> "022" "03"
#> JC39_593.2.71_FE_S23_ JC39_594.2.71_FE_S23_
#> "01" "0211"
#> JC39_595.2.72_FE_S23_ JC39_596.2.72_FE_S23_
#> "01" "01"
#> JC39_597.2_T_FE_S23_ JC39_603.3_T_FE_S23_
#> "01" "01"
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#> JC39_601.2_FE_S23_ JC39_602.2_FE_S23_
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#> JC39_603.2_T_FE_S23_ JC39_604.2_FE_S23_
#> "01" "022"
#> JC39_605.1_FE_S23_ JC39_606.1_FE_S23_
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#> JC39_607.1_FE_S23_ JC39_608.1_._FE_S23_
#> "0213" "022"
#> JC39_608.3_FE_S23_ JC39_610.1_FE_S23_
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#> JC39_605.2_FE_S23_ JC39_606.2_FE_S23_
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#> JC39_618.4_._FE_S23_ JC39_610.2_FE_S23_
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#> JC39_611.2_FE_S23_ JC39_612.2.73_FE_S23_
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#> JC39_613.2.73_FE_S23_ JC39_613.4.73_FE_S23_
#> "01" "023"
#> JC39_615.2_FE_S23_ JC39_616.2_FE_S23_
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#> JC39_617.1_FE_S23_ JC39_618.3_._FE_S23_
#> "022" "01"
#> JC39_619.1_FE_S23_ JC39_620.1_FE_S23_
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#> "01" "03"
#> JC39_624.3_T_FE_S23_ JC39_626.1_T_FE_S23_
#> "01" "01"
#> JC39_627.1_FE_S23_ JC39_628.1_FE_S23_
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#> JC39_618.1_._FE_S23_ JC39_618.2_._FE_S23_
#> "01" "01"
#> JC39_619.2_FE_S23_ JC39_620.2_FE_S23_
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#> JC39_621.2_FE_S23_ JC39_623.3_FE_S23_
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#> JC39_623.2_._FE_S23_ JC39_624.2_T_FE_S23_
#> "0212" "01"
#> JC39_626.3_T_FE_S23_ JC39_626.2_T_FE_S23_
#> "03" "022"
#> JC39_627.2_FE_S23_ JC39_628.2_FE_S23_
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#> "01" "01"
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#> JC40_633.1.75_FE_S23_ JC40_634.1.75_FE_S23_
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#> JC40_635.1_T.76_FE_S23_ JC40_635.3_T.76_FE_S23_
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#> JC40_629.2.74_FE_S23_ JC40_630.2.74_FE_S23_
#> "01" "01"
#> JC40_631.2.74_FE_S23_ JC40_632.2.75_FE_S23_
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#> JC40_633.2.75_FE_S23_ JC40_634.2.75_FE_S23_
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#> JC40_635.2_T.76_FE_S23_ JC40_638.3_T.76_FE_S23_
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#> JC40_637.2.76_FE_S23_ JC40_638.2_T.76_FE_S23_
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#> JC40_649.1_T.78_FE_S23_ JC40_649.3_T.78_FE_S23_
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#> JC40_643.2.77_FE_S23_ JC40_644.2.77_FE_S23_
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#> JC40_645.2.77_FE_S23_ JC40_646.2.77_FE_S23_
#> "01" "01"
#> JC40_647.2_FE_S23_ JC40_648.2.78_FE_S23_
#> "01" "01"
#> JC40_649.2_T.78_FE_S23_ JC40_652.3_._FE_S23_
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#> JC40_651.2.78_FE_S23_ JC40_652.2_FE_S23_
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#> JC40_653.1_W_FE_S23_ JC40_654.1_FE_S23_
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#> JC40_655.1.79_FE_S23_ JC40_656.1.79_FE_S23_
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#> JC40_663.1_FE_S23_ JC40_664.1.80_FE_S23_
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#> JC40_653.2_W_FE_S23_ JC40_654.2_FE_S23_
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#> JC40_655.2.79_FE_S23_ JC40_656.2.79_FE_S23_
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#> JC40_659.2.79_FE_S23_ JC40_660.2.79_FE_S23_
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#> JC40_660.4.79_FE_S23_ JC40_662.2_FE_S23_
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#> JC40_663.2_FE_S23_ JC40_664.2.80_FE_S23_
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#> JC40_665.2.80_FE_S23_ JC40_666.2.81_FE_S23_
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#> JC40_669.2.81_FE_S23_ JC40_670.2_W.81_FE_S23_
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#> JC40_673.2.82_FE_S23_ JC40_674.2_T_FE_S23_
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#> JC41_683.2.85_FE_S52_ JC41_684.2.85_FE_S52_
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#> JC41_685.2.85_FE_S52_ JC41_686.2.85_FE_S52_
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#> JC41_702.2_FE_S52_ JC41_708.3_T.89_FE_S52_
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#> JC43_727.2_T.92_FE_S27_ JC43_728.2.92_FE_S27_
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#> JC43_759.3_T.97_FE_S27_ JC43_749.2.95_FE_S27_
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#> JC43_759.2_T.97_FE_S27_ JC43_761.1_T.97_FE_S27_
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#> JC43_763.2.98_FE_S27_ JC43_764.2.98_FE_S27_
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#> JC43_765.2.98_FE_S27_ JC43_766.2_ery.98_FE_S27_
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#> JC44_782.1.100_FE_S27_ JC44_783.1.100_FE_S27_
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#> JC44_784.1.100_FE_S27_ JC44_773.2_W.99_FE_S27_
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#> JC44_774.2.99_FE_S27_ JC44_775.2.99_FE_S27_
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#> JC44_778.2_FE_S27_ JC44_778.4_FE_S27_
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#> JC44_780.2_FE_S27_ JC44_781.2_FE_S27_
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#> JC44_782.2.100_FE_S27_ JC44_783.2.100_FE_S27_
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#> JC44_784.2.100_FE_S27_ JC44_785.1_..100_FE_S27_
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#> JC44_785.3.100_FE_S27_ JC44_787.1_T_FE_S27_
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#> JC44_788.1_big_adipo_FE_S27_ JC44_789.1_._FE_S27_
#> "01" "0212"
#> JC44_789.3_FE_S27_ JC44_791.1_T_FE_S27_
#> "01" "023"
#> JC44_792.1_FE_S27_ JC44_793.1_._FE_S27_
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#> JC44_793.3_FE_S27_ JC44_795.1_FE_S27_
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#> JC44_796.1_._FE_S27_ JC44_785.2.100_FE_S27_
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#> JC44_787.3_T_FE_S27_ JC44_787.2_T_FE_S27_
#> "01" "01"
#> JC44_788.2_FE_S27_ JC44_789.2_FE_S27_
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#> "0212" "0212"
#> JC44_792.2_FE_S27_ JC44_793.2_FE_S27_
#> "022" "022"
#> JC44_795.3_FE_S27_ JC44_795.2_._FE_S27_
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#> JC44_802.1.102_FE_S27_ JC44_803.1.102_FE_S27_
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#> "01" "023"
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#> JC44_799.2.101_FE_S27_ JC44_800.2_FE_S27_
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#> JC44_801.2.102_FE_S27_ JC44_802.2.102_FE_S27_
#> "01" "01"
#> JC44_803.2.102_FE_S27_ JC44_804.2_T_FE_S27_
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#> JC44_807.2.103_FE_S27_ JC44_808.2.103_FE_S27_
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#> JC44_808.5.103_FE_S27_ JC44_810.2_T.103_FE_S27_
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#> JC44_813.3_T_FE_S27_ JC44_812.2.103_FE_S27_
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#> JC44_813.2_T.104_FE_S27_ JC44_814.2.104_FE_S27_
#> "01" "01"
#> JC44_815.2.105_FE_S27_ JC44_816.2.105_FE_S27_
#> "01" "01"
#> JC44_817.2_FE_S27_ JC44_818.2_FE_S27_
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#> JC44_819.2_FE_S27_ JC44_820.2_FE_S27_
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#> JC45_827.2.107_FE_S30_ JC45_828.2.107_FE_S30_
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#> JC45_829.2.107_FE_S30_ JC45_830.2_FE_S30_
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#> JC45_835.2_T.108_FE_S30_ JC45_836.2.109_FE_S30_
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#> JC45_867.2_..113_FE_S30_ JC45_868.2.113_FE_S30_
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#> JC46_877.2_T_FE_S30_ JC46_878.2.115_FE_S30_
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#> JC46_883.1.116_FE_S30_ JC46_884.1_FE_S30_
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#> JC46_885.1_FE_S30_ JC46_886.1.117_FE_S30_
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#> JC46_887.1.117_FE_S30_ JC46_888.1.117_FE_S30_
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#> JC46_883.2.116_FE_S30_ JC46_884.2_FE_S30_
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#> JC46_885.2_FE_S30_ JC46_886.2.117_FE_S30_
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#> JC46_887.2.117_FE_S30_ JC46_888.2.117_FE_S30_
#> "022" "0211"
#> JC46_889.2_FE_S30_ JC46_890.2_FE_S30_
#> "0211" "01"
#> JC46_891.2.118_FE_S30_ JC46_892.2_T.118_FE_S30_
#> "023" "01"
#> JC46_892.3_T.118_FE_S30_ JC46_894.1.118_FE_S30_
#> "03" "03"
#> JC46_895.1.118_FE_S30_ JC46_896.1.118_FE_S30_
#> "03" "01"
#> JC46_897.1_emperi_big.118_FE_S30_ JC46_898.1_FE_S30_
#> "0213" "01"
#> JC46_899.1_FE_S30_ JC46_900.1.119_FE_S30_
#> "022" "01"
#> JC46_901.1.119_FE_S30_ JC46_902.1_FE_S30_
#> "01" "023"
#> JC46_903.1.120_FE_S30_ JC46_904.1.120_FE_S30_
#> "023" "01"
#> JC46_895.3_..118_FE_S30_ JC46_894.2.118_FE_S30_
#> "023" "01"
#> JC46_895.2.118_FE_S30_ JC46_896.2.118_FE_S30_
#> "01" "0213"
#> JC46_897.2.118_FE_S30_ JC46_898.2_FE_S30_
#> "03" "01"
#> JC46_899.2_FE_S30_ JC46_900.2.119_FE_S30_
#> "0213" "01"
#> JC46_901.2.119_FE_S30_ JC46_902.2_FE_S30_
#> "01" "023"
#> JC46_903.2.120_FE_S30_ JC46_904.2.120_FE_S30_
#> "023" "022"
#> JC46_905.1.120_FE_S30_ JC46_906.1.120_FE_S30_
#> "01" "01"
#> JC46_906.3.120_FE_S30_ JC46_908.1_T_FE_S30_
#> "023" "01"
#> JC46_909.1.121_FE_S30_ JC46_910.1.121_FE_S30_
#> "0212" "0212"
#> JC46_911.1.121_FE_S30_ JC46_912.3_..121_FE_S30_
#> "0212" "023"
#> JC46_913.1_FE_S30_ JC46_914.1_FE_S30_
#> "01" "01"
#> JC46_915.1_FE_S30_ JC46_916.1_FE_S30_
#> "01" "01"
#> JC46_905.2.120_FE_S30_ JC46_906.2_..120_FE_S30_
#> "03" "01"
#> JC46_908.3_T_FE_S30_ JC46_908.2_T_FE_S30_
#> "01" "01"
#> JC46_909.2.121_FE_S30_ JC46_910.2.121_FE_S30_
#> "0212" "01"
#> JC46_911.2.121_FE_S30_ JC46_912.4.121_FE_S30_
#> "023" "0213"
#> JC46_913.2_FE_S30_ JC46_914.2_FE_S30_
#> "01" "0212"
#> JC46_915.2_FE_S30_ JC46_916.2_FE_S30_
#> "01" "03"
#> JC48P4_917_HSC_FE_S8_ JC48P4_918_HSC_FE_S8_
#> "03" "03"
#> JC48P4_919_HSC_FE_S8_ JC48P4_920_HSC_FE_S8_
#> "03" "03"
#> JC48P4_921_HSC_FE_S8_ JC48P4_922_HSC_FE_S8_
#> "03" "03"
#> JC48P4_923_HSC_FE_S8_ JC48P4_924_HSC_FE_S8_
#> "03" "03"
#> JC48P4_925_HSC_FE_S8_ JC48P4_926_HSC_FE_S8_
#> "03" "03"
#> JC48P4_927_HSC_FE_S8_ JC48P4_928_HSC_FE_S8_
#> "03" "03"
#> JC48P4_929_HSC_FE_S8_ JC48P4_930_HSC_FE_S8_
#> "03" "03"
#> JC48P4_931_HSC_FE_S8_ JC48P4_932_HSC_FE_S8_
#> "03" "03"
#> JC48P4_933_HSC_FE_S8_ JC48P4_934_HSC_FE_S8_
#> "03" "03"
#> JC48P4_935_HSC_FE_S8_ JC48P4_936_HSC_FE_S8_
#> "03" "03"
#> JC48P4_937_HSC_FE_S8_ JC48P4_938_HSC_FE_S8_
#> "03" "01"
#> JC48P4_939_HSC_FE_S8_ JC48P4_940_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_941_HSC_FE_S8_ JC48P4_942_HSC_FE_S8_
#> "03" "03"
#> JC48P4_943_HSC_FE_S8_ JC48P4_944_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_945_HSC_FE_S8_ JC48P4_946_HSC_FE_S8_
#> "03" "03"
#> JC48P4_947_HSC_FE_S8_ JC48P4_948_HSC_FE_S8_
#> "03" "03"
#> JC48P4_949_HSC_FE_S8_ JC48P4_950_HSC_FE_S8_
#> "03" "03"
#> JC48P4_951_HSC_FE_S8_ JC48P4_952_HSC_FE_S8_
#> "03" "03"
#> JC48P4_953_HSC_FE_S8_ JC48P4_954_HSC_FE_S8_
#> "03" "03"
#> JC48P4_955_HSC_FE_S8_ JC48P4_956_HSC_FE_S8_
#> "03" "03"
#> JC48P4_957_HSC_FE_S8_ JC48P4_958_HSC_FE_S8_
#> "03" "03"
#> JC48P4_959_HSC_FE_S8_ JC48P4_960_HSC_FE_S8_
#> "03" "03"
#> JC48P4_961_HSC_FE_S8_ JC48P4_962_HSC_FE_S8_
#> "03" "0211"
#> JC48P4_963_HSC_FE_S8_ JC48P4_964_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_965_HSC_FE_S8_ JC48P4_966_HSC_FE_S8_
#> "03" "03"
#> JC48P4_967_HSC_FE_S8_ JC48P4_968_HSC_FE_S8_
#> "03" "03"
#> JC48P4_969_HSC_FE_S8_ JC48P4_970_HSC_FE_S8_
#> "0211" "03"
#> JC48P4_971_HSC_FE_S8_ JC48P4_972_HSC_FE_S8_
#> "03" "0211"
#> JC48P4_973_HSC_FE_S8_ JC48P4_974_HSC_FE_S8_
#> "03" "03"
#> JC48P4_975_HSC_FE_S8_ JC48P4_976_HSC_FE_S8_
#> "03" "03"
#> JC48P4_977_HSC_FE_S8_ JC48P4_978_HSC_FE_S8_
#> "0213" "03"
#> JC48P4_979_HSC_FE_S8_ JC48P4_980_HSC_FE_S8_
#> "03" "03"
#> JC48P4_981_HSC_FE_S8_ JC48P4_982_HSC_FE_S8_
#> "0211" "03"
#> JC48P4_983_HSC_FE_S8_ JC48P4_984_HSC_FE_S8_
#> "03" "03"
#> JC48P4_985_HSC_FE_S8_ JC48P4_986_HSC_FE_S8_
#> "03" "0213"
#> JC48P4_987_HSC_FE_S8_ JC48P4_988_HSC_FE_S8_
#> "03" "03"
#> JC48P4_989_HSC_FE_S8_ JC48P4_990_HSC_FE_S8_
#> "03" "03"
#> JC48P4_991_HSC_FE_S8_ JC48P4_992_HSC_FE_S8_
#> "03" "03"
#> JC48P4_993_HSC_FE_S8_ JC48P4_994_HSC_FE_S8_
#> "03" "0211"
#> JC48P4_995_HSC_FE_S8_ JC48P4_996_HSC_FE_S8_
#> "03" "03"
#> JC48P4_997_HSC_FE_S8_ JC48P4_998_HSC_FE_S8_
#> "03" "0211"
#> JC48P4_999_HSC_FE_S8_ JC48P4_1000_HSC_FE_S8_
#> "03" "0211"
#> JC48P4_1001_HSC_FE_S8_ JC48P4_1002_HSC_FE_S8_
#> "03" "01"
#> JC48P4_1004_HSC_FE_S8_ JC48P4_1005_HSC_FE_S8_
#> "03" "03"
#> JC48P4_1006_HSC_FE_S8_ JC48P4_1007_HSC_FE_S8_
#> "03" "03"
#> JC48P4_1008_HSC_FE_S8_ JC48P4_1009_HSC_FE_S8_
#> "0211" "0211"
#> JC48P4_1010_HSC_FE_S8_ JC48P4_1011_HSC_FE_S8_
#> "0211" "03"
#> JC48P4_1012_HSC_FE_S8_ JC48P7_1013_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1014_HSC_FE_S8_ JC48P7_1015_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1016_HSC_FE_S8_ JC48P7_1017_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1018_HSC_FE_S8_ JC48P7_1019_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1020_HSC_FE_S8_ JC48P7_1022_HSC_FE_S8_
#> "022" "03"
#> JC48P7_1023_HSC_FE_S8_ JC48P7_1024_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1025_HSC_FE_S8_ JC48P7_1026_HSC_FE_S8_
#> "03" "01"
#> JC48P7_1027_HSC_FE_S8_ JC48P7_1028_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1029_HSC_FE_S8_ JC48P7_1030_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1031_HSC_FE_S8_ JC48P7_1032_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1033_HSC_FE_S8_ JC48P7_1034_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1035_HSC_FE_S8_ JC48P7_1036_HSC_FE_S8_
#> "03" "01"
#> JC48P7_1037_HSC_FE_S8_ JC48P7_1038_HSC_FE_S8_
#> "03" "0211"
#> JC48P7_1039_HSC_FE_S8_ JC48P7_1040_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1041_HSC_FE_S8_ JC48P7_1042_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1043_HSC_FE_S8_ JC48P7_1044_HSC_FE_S8_
#> "01" "03"
#> JC48P7_1045_HSC_FE_S8_ JC48P7_1046_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1047_HSC_FE_S8_ JC48P7_1048_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1049_HSC_FE_S8_ JC48P7_1050_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1051_HSC_FE_S8_ JC48P7_1052_HSC_FE_S8_
#> "0211" "03"
#> JC48P7_1053_HSC_FE_S8_ JC48P7_1054_HSC_FE_S8_
#> "03" "0211"
#> JC48P7_1055_HSC_FE_S8_ JC48P7_1056_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1057_HSC_FE_S8_ JC48P7_1058_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1059_HSC_FE_S8_ JC48P7_1060_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1061_HSC_FE_S8_ JC48P7_1062_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1063_HSC_FE_S8_ JC48P7_1064_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1065_HSC_FE_S8_ JC48P7_1066_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1067_HSC_FE_S8_ JC48P7_1068_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1070_HSC_FE_S8_ JC48P7_1071_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1072_HSC_FE_S8_ JC48P7_1073_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1074_HSC_FE_S8_ JC48P7_1075_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1076_HSC_FE_S8_ JC48P7_1077_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1078_HSC_FE_S8_ JC48P7_1079_HSC_FE_S8_
#> "01" "03"
#> JC48P7_1080_HSC_FE_S8_ JC48P7_1081_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1082_HSC_FE_S8_ JC48P7_1083_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1084_HSC_FE_S8_ JC48P7_1085_HSC_FE_S8_
#> "0211" "01"
#> JC48P7_1086_HSC_FE_S8_ JC48P7_1087_HSC_FE_S8_
#> "023" "03"
#> JC48P7_1088_HSC_FE_S8_ JC48P7_1089_HSC_FE_S8_
#> "03" "0213"
#> JC48P7_1090_HSC_FE_S8_ JC48P7_1091_HSC_FE_S8_
#> "03" "0211"
#> JC48P7_1092_HSC_FE_S8_ JC48P7_1093_HSC_FE_S8_
#> "0211" "0211"
#> JC48P7_1094_HSC_FE_S8_ JC48P7_1095_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1096_HSC_FE_S8_ JC48P7_1097_HSC_FE_S8_
#> "01" "03"
#> JC48P7_1098_HSC_FE_S8_ JC48P7_1099_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1100_HSC_FE_S8_ JC48P7_1101_HSC_FE_S8_
#> "0211" "03"
#> JC48P7_1102_HSC_FE_S8_ JC48P7_1103_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1104_HSC_FE_S8_ JC48P7_1105_HSC_FE_S8_
#> "0211" "03"
#> JC48P7_1106_HSC_FE_S8_ JC48P7_1107_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1108_HSC_FE_S8_ JC48P6_1109_HSC_FE_S8_
#> "0211" "03"
#> JC48P6_1110_HSC_FE_S8_ JC48P6_1111_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1112_HSC_FE_S8_ JC48P6_1113_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1114_HSC_FE_S8_ JC48P6_1115_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1116_HSC_FE_S8_ JC48P6_1117_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1118_HSC_FE_S8_ JC48P6_1119_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1120_HSC_FE_S8_ JC48P6_1121_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1122_HSC_FE_S8_ JC48P6_1123_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1124_HSC_FE_S8_ JC48P6_1125_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1126_HSC_FE_S8_ JC48P6_1127_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1128_HSC_FE_S8_ JC48P6_1129_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1130_HSC_FE_S8_ JC48P6_1131_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1132_HSC_FE_S8_ JC48P6_1133_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1134_HSC_FE_S8_ JC48P6_1135_HSC_FE_S8_
#> "03" "023"
#> JC48P6_1136_HSC_FE_S8_ JC48P6_1137_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1138_HSC_FE_S8_ JC48P6_1139_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1140_HSC_FE_S8_ JC48P6_1141_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1142_HSC_FE_S8_ JC48P6_1143_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1144_HSC_FE_S8_ JC48P6_1145_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1146_HSC_FE_S8_ JC48P6_1147_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1148_HSC_FE_S8_ JC48P6_1149_HSC_FE_S8_
#> "023" "03"
#> JC48P6_1150_HSC_FE_S8_ JC48P6_1151_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1152_HSC_FE_S8_ JC48P6_1153_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1154_HSC_FE_S8_ JC48P6_1155_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1156_HSC_FE_S8_ JC48P6_1157_HSC_FE_S8_
#> "023" "03"
#> JC48P6_1158_HSC_FE_S8_ JC48P6_1159_HSC_FE_S8_
#> "03" "0211"
#> JC48P6_1160_HSC_FE_S8_ JC48P6_1161_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1162_HSC_FE_S8_ JC48P6_1163_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1164_HSC_FE_S8_ JC48P6_1165_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1166_HSC_FE_S8_ JC48P6_1167_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1168_HSC_FE_S8_ JC48P6_1169_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1170_HSC_FE_S8_ JC48P6_1171_HSC_FE_S8_
#> "023" "03"
#> JC48P6_1172_HSC_FE_S8_ JC48P6_1173_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1174_HSC_FE_S8_ JC48P6_1175_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1176_HSC_FE_S8_ JC48P6_1177_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1178_HSC_FE_S8_ JC48P6_1179_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1180_HSC_FE_S8_ JC48P6_1181_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1182_HSC_FE_S8_ JC48P6_1183_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1184_HSC_FE_S8_ JC48P6_1185_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1186_HSC_FE_S8_ JC48P6_1187_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1188_HSC_FE_S8_ JC48P6_1189_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1190_HSC_FE_S8_ JC48P6_1191_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1192_HSC_FE_S8_ JC48P6_1193_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1194_HSC_FE_S8_ JC48P6_1195_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1196_HSC_FE_S8_ JC48P6_1197_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1198_HSC_FE_S8_ JC48P6_1199_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1200_HSC_FE_S8_ JC48P6_1201_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1202_HSC_FE_S8_ JC48P6_1203_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1204_HSC_FE_S8_
#> "03"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 3836))
#> JC4_349_HSC_FE_S13_ JC4_350_HSC_FE_S13_
#> "01" "01"
#> JC4_351_HSC_FE_S13_ JC4_352_HSC_FE_S13_
#> "01" "01"
#> JC4_353_HSC_FE_S13_ JC4_354_HSC_FE_S13_
#> "01" "01"
#> JC4_355_HSC_FE_S13_ JC4_356_HSC_FE_S13_
#> "01" "01"
#> JC4_357_HSC_FE_S13_ JC4_358_HSC_FE_S13_
#> "01" "01"
#> JC4_359_HSC_FE_S13_ JC4_360_HSC_FE_S13_
#> "01" "03"
#> JC4_361_HSC_FE_S13_ JC4_362_HSC_FE_S13_
#> "01" "01"
#> JC4_363_HSC_FE_S13_ JC4_364_HSC_FE_S13_
#> "03" "01"
#> JC4_365_HSC_FE_S13_ JC4_366_HSC_FE_S13_
#> "01" "01"
#> JC4_368_HSC_FE_S13_ JC4_369_HSC_FE_S13_
#> "01" "01"
#> JC4_371_HSC_FE_S13_ JC4_372_HSC_FE_S13_
#> "01" "01"
#> JC4_373_HSC_FE_S13_ JC4_374_HSC_FE_S13_
#> "01" "01"
#> JC4_375_HSC_FE_S13_ JC4_376_HSC_FE_S13_
#> "01" "01"
#> JC4_377_HSC_FE_S13_ JC4_378_HSC_FE_S13_
#> "01" "01"
#> JC4_379_HSC_FE_S13_ JC4_380_HSC_FE_S13_
#> "01" "01"
#> JC4_382_HSC_FE_S13_ JC4_383_HSC_FE_S13_
#> "01" "01"
#> JC4_384_HSC_FE_S13_ JC4_385_HSC_FE_S13_
#> "03" "01"
#> JC4_386_HSC_FE_S13_ JC4_387_HSC_FE_S13_
#> "01" "01"
#> JC4_388_HSC_FE_S13_ JC4_389_HSC_FE_S13_
#> "01" "01"
#> JC4_390_HSC_FE_S13_ JC4_391_HSC_FE_S13_
#> "01" "01"
#> JC4_392_HSC_FE_S13_ JC4_393_HSC_FE_S13_
#> "01" "01"
#> JC4_394_HSC_FE_S13_ JC4_395_HSC_FE_S13_
#> "01" "01"
#> JC4_397_HSC_FE_S13_ JC4_398_HSC_FE_S13_
#> "01" "01"
#> JC4_399_HSC_FE_S13_ JC4_400_HSC_FE_S13_
#> "01" "03"
#> JC4_401_HSC_FE_S13_ JC4_402_HSC_FE_S13_
#> "01" "01"
#> JC4_403_HSC_FE_S13_ JC4_404_HSC_FE_S13_
#> "01" "01"
#> JC4_405_HSC_FE_S13_ JC4_406_HSC_FE_S13_
#> "01" "01"
#> JC4_407_HSC_FE_S13_ JC4_408_HSC_FE_S13_
#> "01" "01"
#> JC4_409_HSC_FE_S13_ JC4_410_HSC_FE_S13_
#> "01" "01"
#> JC4_411_HSC_FE_S13_ JC4_412_HSC_FE_S13_
#> "01" "01"
#> JC4_413_HSC_FE_S13_ JC4_414_HSC_FE_S13_
#> "01" "01"
#> JC4_415_HSC_FE_S13_ JC4_416_HSC_FE_S13_
#> "01" "01"
#> JC4_417_HSC_FE_S13_ JC4_418_HSC_FE_S13_
#> "01" "01"
#> JC4_419_HSC_FE_S13_ JC4_420_HSC_FE_S13_
#> "01" "01"
#> JC4_421_HSC_FE_S13_ JC4_422_HSC_FE_S13_
#> "01" "01"
#> JC4_423_HSC_FE_S13_ JC4_424_HSC_FE_S13_
#> "01" "01"
#> JC4_425_HSC_FE_S13_ JC4_426_HSC_FE_S13_
#> "01" "01"
#> JC4_427_HSC_FE_S13_ JC4_428_HSC_FE_S13_
#> "01" "01"
#> JC4_429_HSC_FE_S13_ JC4_430_HSC_FE_S13_
#> "01" "01"
#> JC4_431_HSC_FE_S13_ JC4_432_HSC_FE_S13_
#> "01" "01"
#> JC4_433_HSC_FE_S13_ JC4_434_HSC_FE_S13_
#> "01" "01"
#> JC4_435_HSC_FE_S13_ JC4_436_HSC_FE_S13_
#> "01" "01"
#> JC20_1.1_FE_S25_ JC20_2.1_FE_S25_
#> "01" "01"
#> JC20_3.1_FE_S25_ JC20_4.1_FE_S25_
#> "01" "01"
#> JC20_5.1_FE_S25_ JC20_6.1_FE_S25_
#> "01" "01"
#> JC20_7.1_FE_S25_ JC20_8.1_FE_S25_
#> "01" "01"
#> JC20_9.1_FE_S25_ JC20_10.1_FE_S25_
#> "01" "01"
#> JC20_11.1_FE_S25_ JC20_12.1_FE_S25_
#> "01" "01"
#> JC20_1.2_FE_S25_ JC20_2.2_FE_S25_
#> "01" "01"
#> JC20_3.2_FE_S25_ JC20_4.2_FE_S25_
#> "01" "01"
#> JC20_5.2_FE_S25_ JC20_6.2_FE_S25_
#> "03" "01"
#> JC20_7.2_FE_S25_ JC20_8.2_FE_S25_
#> "01" "01"
#> JC20_9.2_FE_S25_ JC20_10.2_FE_S25_
#> "01" "01"
#> JC20_11.2_FE_S25_ JC20_12.2_FE_S25_
#> "01" "01"
#> JC20_13.1_FE_S25_ JC20_14.1_FE_S25_
#> "01" "01"
#> JC20_15.1_FE_S25_ JC20_16.1_FE_S25_
#> "01" "01"
#> JC20_17.1_FE_S25_ JC20_18.1_FE_S25_
#> "01" "01"
#> JC20_19.1_FE_S25_ JC20_20.1_FE_S25_
#> "01" "01"
#> JC20_21.1_FE_S25_ JC20_22.1_FE_S25_
#> "01" "01"
#> JC20_23.1_FE_S25_ JC20_24.1_FE_S25_
#> "01" "01"
#> JC20_13.2_FE_S25_ JC20_14.2_FE_S25_
#> "01" "01"
#> JC20_15.2_FE_S25_ JC20_16.2_FE_S25_
#> "01" "01"
#> JC20_17.2_FE_S25_ JC20_18.2_FE_S25_
#> "01" "01"
#> JC20_19.2_FE_S25_ JC20_20.2_FE_S25_
#> "01" "01"
#> JC20_21.2_FE_S25_ JC20_22.2_big_FE_S25_
#> "01" "01"
#> JC20_23.2_FE_S25_ JC20_24.2_FE_S25_
#> "01" "01"
#> JC20_25.1_FE_S25_ JC20_26.1_FE_S25_
#> "01" "01"
#> JC20_27.1_FE_S25_ JC20_29.1_FE_S25_
#> "01" "021"
#> JC20_33.1_FE_S25_ JC20_34.1_FE_S25_
#> "01" "01"
#> JC20_36.1_FE_S25_ JC20_25.2_FE_S25_
#> "01" "01"
#> JC20_26.2_FE_S25_ JC20_27.2_FE_S25_
#> "01" "01"
#> JC20_28.2_FE_S25_ JC20_29.2_FE_S25_
#> "01" "01"
#> JC20_30.2_FE_S25_ JC20_31.2_FE_S25_
#> "01" "01"
#> JC20_33.2_FE_S25_ JC20_34.2_FE_S25_
#> "01" "01"
#> JC20_35.2_FE_S25_ JC20_36.2_FE_S25_
#> "01" "01"
#> JC20_37.1_FE_S25_ JC20_39.1_FE_S25_
#> "01" "01"
#> JC20_41.1_FE_S25_ JC20_42.1.1_FE_S25_
#> "01" "01"
#> JC20_43.1.1_FE_S25_ JC20_44.1.1_FE_S25_
#> "01" "01"
#> JC20_45.1.2_FE_S25_ JC20_46.1.2_FE_S25_
#> "01" "01"
#> JC20_48.1.2_FE_S25_ JC20_37.2_FE_S25_
#> "01" "01"
#> JC20_38.2_FE_S25_ JC20_39.2_FE_S25_
#> "01" "01"
#> JC20_40.2_FE_S25_ JC20_41.2_FE_S25_
#> "01" "01"
#> JC20_42.2.1_FE_S25_ JC20_43.2.1_FE_S25_
#> "01" "01"
#> JC20_44.2.1_FE_S25_ JC20_45.2.2_FE_S25_
#> "01" "01"
#> JC20_46.2.2_FE_S25_ JC20_47.2.2_FE_S25_
#> "01" "03"
#> JC20_48.2.2_FE_S25_ JC21_49.1_FE_S25_
#> "01" "01"
#> JC21_50.1_FE_S25_ JC21_51.1_FE_S25_
#> "01" "022"
#> JC21_52.1_FE_S25_ JC21_53.1_FE_S25_
#> "01" "01"
#> JC21_54.1_FE_S25_ JC21_55.1_FE_S25_
#> "01" "01"
#> JC21_56.1_FE_S25_ JC21_57.1_FE_S25_
#> "01" "01"
#> JC21_58.1_FE_S25_ JC21_59.1_FE_S25_
#> "01" "01"
#> JC21_60.1_FE_S25_ JC21_49.2_FE_S25_
#> "01" "01"
#> JC21_50.2_FE_S25_ JC21_51.2_FE_S25_
#> "01" "022"
#> JC21_52.2_FE_S25_ JC21_53.2_FE_S25_
#> "01" "01"
#> JC21_54.2_FE_S25_ JC21_55.2_FE_S25_
#> "01" "01"
#> JC21_56.2_FE_S25_ JC21_57.2_FE_S25_
#> "021" "01"
#> JC21_58.2_FE_S25_ JC21_59.2_FE_S25_
#> "01" "01"
#> JC21_60.2_FE_S25_ JC21_61.1_FE_S25_
#> "022" "01"
#> JC21_62.1_FE_S25_ JC21_63.1_FE_S25_
#> "01" "01"
#> JC21_64.1_FE_S25_ JC21_65.1_FE_S25_
#> "01" "01"
#> JC21_66.1_FE_S25_ JC21_67.1_FE_S25_
#> "01" "01"
#> JC21_68.1_FE_S25_ JC21_69.1_FE_S25_
#> "01" "03"
#> JC21_70.1_FE_S25_ JC21_71.1_FE_S25_
#> "01" "01"
#> JC21_72.1_FE_S25_ JC21_61.2_FE_S25_
#> "01" "01"
#> JC21_62.2_FE_S25_ JC21_63.2_FE_S25_
#> "01" "01"
#> JC21_64.2_FE_S25_ JC21_65.2_FE_S25_
#> "01" "01"
#> JC21_66.2_FE_S25_ JC21_67.2_FE_S25_
#> "023" "03"
#> JC21_68.2_FE_S25_ JC21_69.2_FE_S25_
#> "03" "01"
#> JC21_70.2_FE_S25_ JC21_71.2_FE_S25_
#> "01" "01"
#> JC21_72.2_FE_S25_ JC21_73.1_FE_S25_
#> "01" "01"
#> JC21_74.1_FE_S25_ JC21_75.1_FE_S25_
#> "01" "01"
#> JC21_76.1_FE_S25_ JC21_77.1_FE_S25_
#> "022" "01"
#> JC21_78.1_FE_S25_ JC21_79.1_FE_S25_
#> "01" "01"
#> JC21_80.1_FE_S25_ JC21_81.1_FE_S25_
#> "01" "01"
#> JC21_82.1_FE_S25_ JC21_83.1_FE_S25_
#> "01" "03"
#> JC21_84.1_FE_S25_ JC21_73.2_FE_S25_
#> "021" "01"
#> JC21_74.2_FE_S25_ JC21_75.2_FE_S25_
#> "01" "01"
#> JC21_76.2_FE_S25_ JC21_77.2_FE_S25_
#> "022" "01"
#> JC21_78.2_FE_S25_ JC21_79.2_FE_S25_
#> "01" "01"
#> JC21_80.2_FE_S25_ JC21_81.2_FE_S25_
#> "03" "01"
#> JC21_82.2_FE_S25_ JC21_83.2_FE_S25_
#> "01" "01"
#> JC21_84.2_FE_S25_ JC21_85.1_FE_S25_
#> "01" "01"
#> JC21_86.1_FE_S25_ JC21_87.1_FE_S25_
#> "01" "01"
#> JC21_88.1_FE_S25_ JC21_89.1_FE_S25_
#> "01" "01"
#> JC21_90.1_FE_S25_ JC21_91.1_FE_S25_
#> "01" "01"
#> JC21_92.1_FE_S25_ JC21_93.1_FE_S25_
#> "01" "01"
#> JC21_94.1_FE_S25_ JC21_95.1_FE_S25_
#> "01" "01"
#> JC21_96.1_FE_S25_ JC21_85.2_FE_S25_
#> "01" "01"
#> JC21_86.2_FE_S25_ JC21_87.2_FE_S25_
#> "01" "01"
#> JC21_88.2_FE_S25_ JC21_89.2_FE_S25_
#> "01" "01"
#> JC21_90.2_FE_S25_ JC21_91.2_FE_S25_
#> "01" "01"
#> JC21_92.2_FE_S25_ JC21_93.2_FE_S25_
#> "01" "01"
#> JC21_94.2_FE_S25_ JC21_95.2_FE_S25_
#> "01" "01"
#> JC21_96.2_FE_S25_ JC26_98.1_S32_
#> "01" "01"
#> JC26_99.1_S32_ JC26_100.1_W_S32_
#> "03" "021"
#> JC26_101.1_S32_ JC26_102.1_S32_
#> "03" "01"
#> JC26_103.1_S32_ JC26_104.1_S32_
#> "01" "01"
#> JC26_106.1.3_S32_ JC26_108.1.3_S32_
#> "01" "01"
#> JC26_146_S32_ JC26_98.2_S32_
#> "03" "01"
#> JC26_99.2_S32_ JC26_100.2_W_S32_
#> "021" "022"
#> JC26_101.2_S32_ JC26_102.2_S32_
#> "01" "01"
#> JC26_103.2_S32_ JC26_104.2_S32_
#> "01" "022"
#> JC26_105.2.3_S32_ JC26_106.2.3_S32_
#> "01" "01"
#> JC26_107.2.3_S32_ JC26_108.2.3_S32_
#> "01" "01"
#> JC26_109.1.3_S32_ JC26_110.1.4_S32_
#> "01" "01"
#> JC26_111.1.4_S32_ JC26_112.1.4_S32_
#> "01" "01"
#> JC26_113.1.4_S32_ JC26_114.1_S32_
#> "01" "03"
#> JC26_115.1.5_S32_ JC26_116.1.5_S32_
#> "01" "03"
#> JC26_117.1.5_S32_ JC26_118.1_S32_
#> "01" "03"
#> JC26_119.1_W.6_S32_ JC26_120.1.6_S32_
#> "01" "01"
#> JC26_109.2.3_S32_ JC26_110.2.4_S32_
#> "03" "01"
#> JC26_111.2.4_S32_ JC26_112.2.4_S32_
#> "022" "01"
#> JC26_113.2.4_S32_ JC26_114.2_S32_
#> "01" "01"
#> JC26_115.2.5_S32_ JC26_116.2.5_S32_
#> "01" "022"
#> JC26_117.2.5_S32_ JC26_118.2_S32_
#> "01" "01"
#> JC26_119.2_W.6_S32_ JC26_120.2.6_S32_
#> "03" "01"
#> JC26_121.1.6_S32_ JC26_122.1.6_S32_
#> "022" "01"
#> JC26_123.1.6_S32_ JC26_125.1.6_S32_
#> "01" "023"
#> JC26_127.1_S32_ JC26_128.1.7_S32_
#> "03" "022"
#> JC26_129.1_W.7_S32_ JC26_130.1.7_S32_
#> "01" "022"
#> JC26_131.1.7_S32_ JC26_132.1.7_S32_
#> "021" "023"
#> JC26_121.2.6_S32_ JC26_122.2.6_S32_
#> "03" "03"
#> JC26_123.2.6_S32_ JC26_124.2.6_S32_
#> "03" "01"
#> JC26_125.2.6_S32_ JC26_126.2_S32_
#> "01" "01"
#> JC26_127.2_S32_ JC26_128.2.7_S32_
#> "01" "022"
#> JC26_129.2_W.7_S32_ JC26_130.2.7_S32_
#> "01" "01"
#> JC26_131.2.7_S32_ JC26_132.2.7_S32_
#> "01" "01"
#> JC26_135.1.7_S32_ JC26_136.1.7_S32_
#> "01" "01"
#> JC26_137.1.8_S32_ JC26_147.8_S32_
#> "01" "01"
#> JC26_139.1.8_S32_ JC26_140.1.8_S32_
#> "01" "01"
#> JC26_141.1_S32_ JC26_142.1_S32_
#> "01" "01"
#> JC26_143.1_W_S32_ JC26_144.1_S32_
#> "022" "01"
#> JC26_134.2.7_S32_ JC26_135.2.7_S32_
#> "01" "01"
#> JC26_136.2.7_S32_ JC26_137.2.8_S32_
#> "01" "01"
#> JC26_140.2.8_S32_ JC26_141.2_S32_
#> "01" "01"
#> JC26_143.2_W_S32_ JC26_144.2_S32_
#> "01" "01"
#> JC27_149.1_W.9_MA_S33_ JC27_151.1.9_MA_S33_
#> "01" "01"
#> JC27_152.1.9_MA_S33_ JC27_153.1.9_MA_S33_
#> "01" "01"
#> JC27_154.1.9_MA_S33_ JC27_155.1.9_MA_S33_
#> "01" "01"
#> JC27_156.1.9_MA_S33_ JC27_157.1_MA_S33_
#> "01" "021"
#> JC27_158.1_MA_S33_ JC27_159.1_MA_S33_
#> "01" "01"
#> JC27_160.1_MA_S33_ JC27_149.2_W.9_MA_S33_
#> "01" "021"
#> JC27_150.2.9_MA_S33_ JC27_151.2_big.9_MA_S33_
#> "01" "01"
#> JC27_152.2.9_MA_S33_ JC27_153.2.9_MA_S33_
#> "01" "03"
#> JC27_154.2.9_MA_S33_ JC27_155.2.9_MA_S33_
#> "01" "01"
#> JC27_156.2.9_MA_S33_ JC27_157.2_MA_S33_
#> "01" "01"
#> JC27_158.2_MA_S33_ JC27_159.2_MA_S33_
#> "01" "022"
#> JC27_160.2_MA_S33_ JC27_162.1_MA_S33_
#> "022" "01"
#> JC27_163.1_MA_S33_ JC27_164.1_MA_S33_
#> "01" "021"
#> JC27_165.1_MA_S33_ JC27_166.1_MA_S33_
#> "01" "01"
#> JC27_167.1_MA_S33_ JC27_168.1_MA_S33_
#> "01" "022"
#> JC27_169.1_MA_S33_ JC27_170.1_MA_S33_
#> "01" "022"
#> JC27_171.1_MA_S33_ JC27_172.1_MA_S33_
#> "01" "022"
#> JC27_161.2_MA_S33_ JC27_162.2_MA_S33_
#> "022" "01"
#> JC27_163.2_MA_S33_ JC27_164.2_MA_S33_
#> "022" "03"
#> JC27_165.2_MA_S33_ JC27_166.2_MA_S33_
#> "01" "01"
#> JC27_167.2_MA_S33_ JC27_168.2_MA_S33_
#> "01" "021"
#> JC27_169.2_MA_S33_ JC27_170.2_MA_S33_
#> "022" "01"
#> JC27_172.2_MA_S33_ JC27_173.1_MA_S33_
#> "022" "01"
#> JC27_174.1_MA_S33_ JC27_175.1_MA_S33_
#> "01" "022"
#> JC27_177.1_big_MA_S33_ JC27_178.1_MA_S33_
#> "01" "022"
#> JC27_180.1_W_MA_S33_ JC27_181.1_MA_S33_
#> "01" "01"
#> JC27_182.1_W_MA_S33_ JC27_183.1_MA_S33_
#> "01" "022"
#> JC27_184.1_MA_S33_ JC27_173.2_big_MA_S33_
#> "021" "01"
#> JC27_174.2_MA_S33_ JC27_175.2_MA_S33_
#> "023" "01"
#> JC27_176.2_W_MA_S33_ JC27_177.2_MA_S33_
#> "01" "01"
#> JC27_178.2_MA_S33_ JC27_179.2_MA_S33_
#> "01" "01"
#> JC27_180.2_W_MA_S33_ JC27_181.2_big_MA_S33_
#> "01" "01"
#> JC27_182.2_W_MA_S33_ JC27_183.2_MA_S33_
#> "01" "01"
#> JC27_184.2_MA_S33_ JC27_185.1_MA_S33_
#> "01" "022"
#> JC27_186.1_MA_S33_ JC27_187.1_MA_S33_
#> "01" "01"
#> JC27_188.1_MA_S33_ JC27_189.1_MA_S33_
#> "01" "01"
#> JC27_190.1_MA_S33_ JC27_191.1_MA_S33_
#> "01" "01"
#> JC27_192.1_W_MA_S33_ JC27_193.1_._big_MA_S33_
#> "021" "01"
#> JC27_193.3_MA_S33_ JC27_195.1_MA_S33_
#> "01" "021"
#> JC27_196.1_MA_S33_ JC27_185.2_MA_S33_
#> "021" "01"
#> JC27_186.2_MA_S33_ JC27_187.2_MA_S33_
#> "01" "021"
#> JC27_188.2_MA_S33_ JC27_189.2_MA_S33_
#> "021" "01"
#> JC27_190.2_MA_S33_ JC27_191.2_MA_S33_
#> "01" "01"
#> JC27_192.2_W_MA_S33_ JC27_193.2_MA_S33_
#> "01" "01"
#> JC27_193.4_MA_S33_ JC27_195.2_MA_S33_
#> "01" "01"
#> JC27_196.2_MA_S33_ JC28_197.1_FE_S33_
#> "01" "01"
#> JC28_198.1_FE_S33_ JC28_200.1.23_FE_S33_
#> "01" "01"
#> JC28_201.1.23_FE_S33_ JC28_202.1_FE_S33_
#> "01" "01"
#> JC28_203.1_FE_S33_ JC28_205.1_FE_S33_
#> "01" "01"
#> JC28_206.1_FE_S33_ JC28_207.1_FE_S33_
#> "01" "01"
#> JC28_208.1_FE_S33_ JC28_197.2_FE_S33_
#> "01" "01"
#> JC28_198.2_big_FE_S33_ JC28_199.2.23_FE_S33_
#> "01" "01"
#> JC28_201.2.23_FE_S33_ JC28_202.2_FE_S33_
#> "01" "01"
#> JC28_203.2_FE_S33_ JC28_204.2_FE_S33_
#> "01" "01"
#> JC28_205.2_FE_S33_ JC28_206.2_FE_S33_
#> "01" "01"
#> JC28_207.2_FE_S33_ JC28_208.2_FE_S33_
#> "01" "01"
#> JC28_210.1_FE_S33_ JC28_211.1_FE_S33_
#> "01" "01"
#> JC28_212.1_FE_S33_ JC28_213.1.26_FE_S33_
#> "023" "01"
#> JC28_214.1.26_FE_S33_ JC28_215.1.26_FE_S33_
#> "01" "01"
#> JC28_216.1.26_FE_S33_ JC28_217.1.26_FE_S33_
#> "01" "03"
#> JC28_218.1_FE_S33_ JC28_220.1_FE_S33_
#> "01" "01"
#> JC28_209.2_FE_S33_ JC28_210.2_FE_S33_
#> "01" "03"
#> JC28_211.2_FE_S33_ JC28_212.2_FE_S33_
#> "023" "023"
#> JC28_214.2.26_FE_S33_ JC28_216.2.26_FE_S33_
#> "023" "01"
#> JC28_217.2.26_FE_S33_ JC28_218.2_FE_S33_
#> "01" "01"
#> JC28_219.2_FE_S33_ JC28_220.2_FE_S33_
#> "022" "021"
#> JC28_222.1_FE_S33_ JC28_223.1_FE_S33_
#> "01" "03"
#> JC28_228.1.29_FE_S33_ JC28_229.1.29_FE_S33_
#> "01" "023"
#> JC28_230.1.29_FE_S33_ JC28_231.1_FE_S33_
#> "023" "01"
#> JC28_232.1_FE_S33_ JC28_221.2_FE_S33_
#> "01" "01"
#> JC28_222.2_FE_S33_ JC28_223.2_FE_S33_
#> "01" "01"
#> JC28_224.2_FE_S33_ JC28_225.2.29_FE_S33_
#> "01" "01"
#> JC28_226.2.29_FE_S33_ JC28_227.2.29_FE_S33_
#> "01" "01"
#> JC28_229.2.29_FE_S33_ JC28_230.2.29_FE_S33_
#> "01" "01"
#> JC28_232.2_FE_S33_ JC28_233.3_T_FE_S33_
#> "01" "03"
#> JC28_235.1_FE_S33_ JC28_236.1_FE_S33_
#> "01" "01"
#> JC28_237.1_FE_S33_ JC28_238.1_FE_S33_
#> "01" "01"
#> JC28_239.1_FE_S33_ JC28_240.1_FE_S33_
#> "01" "01"
#> JC28_241.1_FE_S33_ JC28_242.1_FE_S33_
#> "01" "01"
#> JC28_243.1_FE_S33_ JC28_244.1_FE_S33_
#> "01" "01"
#> JC28_233.2_T_FE_S33_ JC28_234.2_FE_S33_
#> "01" "01"
#> JC28_235.2_FE_S33_ JC28_236.2_FE_S33_
#> "01" "01"
#> JC28_237.2_FE_S33_ JC28_238.2_FE_S33_
#> "01" "01"
#> JC28_239.2_FE_S33_ JC28_240.2_FE_S33_
#> "01" "01"
#> JC28_241.2_FE_S33_ JC28_242.2_FE_S33_
#> "01" "01"
#> JC28_243.2_FE_S33_ JC30_245.1_MA
#> "01" "01"
#> JC30_246.1_MA JC30_247.1_MA
#> "01" "01"
#> JC30_248.1.32_MA JC30_249.1.32_MA
#> "01" "01"
#> JC30_250.1.32_MA JC30_251.1_MA
#> "01" "01"
#> JC30_252.1_T_MA JC30_252.3_T_MA
#> "03" "01"
#> JC30_254.1_MA JC30_255.1_MA
#> "01" "01"
#> JC30_256.1_MA JC30_245.2_MA
#> "01" "01"
#> JC30_246.2_MA JC30_247.2_MA
#> "022" "01"
#> JC30_248.2.32_MA JC30_249.2.32_MA
#> "01" "01"
#> JC30_250.2.32_MA JC30_251.2_MA
#> "01" "01"
#> JC30_252.2_T_MA JC30_254.3_MA
#> "01" "01"
#> JC30_254.2_._MA JC30_255.2_MA
#> "01" "01"
#> JC30_256.2_MA JC30_257.1_MA
#> "01" "01"
#> JC30_258.1.33_MA JC30_259.1_W.33_MA
#> "01" "01"
#> JC30_260.1_W.33_MA JC30_261.1.34_MA
#> "01" "01"
#> JC30_261.3.34_MA JC30_263.1.34_MA
#> "01" "01"
#> JC30_264.1_W.34_MA JC30_265.1_MA
#> "01" "01"
#> JC30_265.3_._big_MA JC30_265.4_MA
#> "01" "01"
#> JC30_268.1_MA JC30_257.2_MA
#> "03" "01"
#> JC30_258.2.33_MA JC30_259.2_W.33_MA
#> "01" "01"
#> JC30_260.2_W.33_MA JC30_261.2_..34_MA
#> "01" "01"
#> JC30_261.4.34_MA JC30_263.2.34_MA
#> "01" "01"
#> JC30_264.2_W.34_MA JC30_265.2_MA
#> "01" "01"
#> JC30_265.5_MA JC30_265.6_MA
#> "01" "01"
#> JC30_268.2_MA JC30_269.1_W_MA
#> "03" "01"
#> JC30_270.1_W_MA JC30_271.1_W_MA
#> "01" "01"
#> JC30_272.1_W_MA JC30_273.1_MA
#> "01" "01"
#> JC30_273.3_MA JC30_275.1_T_MA
#> "01" "01"
#> JC30_276.1_MA JC30_277.1_T_MA
#> "01" "01"
#> JC30_277.3_T_MA JC30_279.1_MA
#> "01" "01"
#> JC30_280.1_MA JC30_269.2_W_MA
#> "01" "01"
#> JC30_270.2_W_MA JC30_271.2_W_MA
#> "01" "01"
#> JC30_272.2_W_MA JC30_273.2_._MA
#> "01" "01"
#> JC30_275.3_T_MA JC30_275.2_T_MA
#> "01" "01"
#> JC30_276.2_MA JC30_277.2_T_MA
#> "01" "01"
#> JC30_279.3_._MA JC30_279.2_MA
#> "01" "01"
#> JC30_280.2_MA JC30_281.1_MA
#> "01" "01"
#> JC30_282.1_MA JC30_283.1_MA
#> "01" "01"
#> JC30_284.1_MA JC30_285.1_MA
#> "01" "01"
#> JC30_286.1_MA JC30_287.1_MA
#> "01" "01"
#> JC30_288.1_._MA JC30_288.3_MA
#> "01" "01"
#> JC30_290.1_MA JC30_291.1_MA
#> "01" "01"
#> JC30_292.1_MA JC30_281.2_MA
#> "01" "01"
#> JC30_282.2_MA JC30_283.2_MA
#> "01" "03"
#> JC30_284.2_MA JC30_285.2_MA
#> "01" "01"
#> JC30_286.2_MA JC30_287.2_MA
#> "01" "01"
#> JC30_288.2_MA JC30_289.2_MA
#> "01" "01"
#> JC30_289.1_MA JC30_291.2_MA
#> "01" "01"
#> JC30_292.2_MA JC32_293.1_W_
#> "01" "01"
#> JC32_294.1.37_ JC32_295.1_T.37_
#> "01" "01"
#> JC32_296.1_T.37_ JC32_296.3_T.37_
#> "01" "01"
#> JC32_298.1.37_ JC32_300.2_..38_
#> "022" "03"
#> JC32_300.3_..38_ JC32_302.1.38_
#> "01" "01"
#> JC32_303.1.38_ JC32_293.2_W_
#> "03" "01"
#> JC32_294.2.37_ JC32_295.2_T_W.37_
#> "01" "01"
#> JC32_296.2_T.37_ JC32_295.3_T_W.37_
#> "01" "01"
#> JC32_298.2_big.37_ JC32_299.2_
#> "01" "01"
#> JC32_300.1_..38_ JC32_300.4_..38_
#> "01" "01"
#> JC32_302.2.38_ JC32_303.2.38_
#> "01" "01"
#> JC32_304.2.39_ JC32_305.1.39_
#> "01" "01"
#> JC32_306.1.39_ JC32_307.1.39_
#> "01" "01"
#> JC32_308.1.40_ JC32_309.1_..40_
#> "01" "01"
#> JC32_309.3.40_ JC32_311.1.40_
#> "01" "01"
#> JC32_312.1.40_ JC32_314.1.41_
#> "01" "01"
#> JC32_315.1_T.41_ JC32_315.3_T.41_
#> "021" "01"
#> JC32_305.2.39_ JC32_306.2.39_
#> "01" "01"
#> JC32_307.2.39_ JC32_308.2.40_
#> "01" "01"
#> JC32_309.2.40_ JC32_309.4.40_
#> "01" "01"
#> JC32_311.2.40_ JC32_312.2.40_
#> "01" "01"
#> JC32_313.2.40_ JC32_314.2.41_
#> "01" "01"
#> JC32_315.2_T.41_ JC32_317.3.41_
#> "01" "01"
#> JC32_317.1.41_ JC32_318.1.41_
#> "01" "01"
#> JC32_319.1.41_ JC32_320.1.41_
#> "01" "01"
#> JC32_321.1.41_ JC32_322.1.41_
#> "01" "021"
#> JC32_323.1.42_ JC32_324.1.42_
#> "021" "01"
#> JC32_325.1_W.42_ JC32_326.1_..42_
#> "01" "01"
#> JC32_326.3.42_ JC32_328.1.43_
#> "01" "01"
#> JC32_317.2_..41_ JC32_318.2.41_
#> "01" "01"
#> JC32_319.2.41_ JC32_320.2.41_
#> "01" "01"
#> JC32_321.2.41_ JC32_322.2.41_
#> "01" "01"
#> JC32_323.2.42_ JC32_324.2.42_
#> "01" "03"
#> JC32_325.2_W.42_ JC32_326.2.42_
#> "01" "01"
#> JC32_327.2.42_ JC32_328.2.43_
#> "01" "01"
#> JC32_329.1.43_ JC32_330.1.43_
#> "03" "03"
#> JC32_331.1.43_ JC32_331.3.43_
#> "01" "01"
#> JC32_333.1.43_ JC32_334.1.44_
#> "01" "01"
#> JC32_335.1.44_ JC32_336.1.44_
#> "01" "01"
#> JC32_337.1.44_ JC32_338.1.44_
#> "01" "01"
#> JC32_338.3_._big.44_ JC32_340.1_T_
#> "03" "01"
#> JC32_329.2.43_ JC32_330.2.43_
#> "01" "022"
#> JC32_331.2.43_ JC32_331.4_._big.43_
#> "01" "01"
#> JC32_333.2.43_ JC32_334.2.44_
#> "01" "01"
#> JC32_335.2.44_ JC32_336.2.44_
#> "023" "01"
#> JC32_337.2.44_ JC32_338.2.44_
#> "01" "01"
#> JC32_340.3_T_ JC32_340.2_T_
#> "022" "01"
#> JC35_437.1.45_MA_S45_ JC35_437.3_._big.45_MA_S45_
#> "01" "01"
#> JC35_437.5.45_MA_S45_ JC35_437.7.45_MA_S45_
#> "01" "01"
#> JC35_441.1.46_MA_S45_ JC35_442.1.46_MA_S45_
#> "01" "01"
#> JC35_443.1.47_MA_S45_ JC35_444.1_T.47_MA_S45_
#> "01" "01"
#> JC35_444.3_T.47_MA_S45_ JC35_446.1.48_MA_S45_
#> "01" "01"
#> JC35_447.1.48_MA_S45_ JC35_448.1.48_MA_S45_
#> "01" "01"
#> JC35_437.2.45_MA_S45_ JC35_437.4.45_MA_S45_
#> "01" "01"
#> JC35_437.6.45_MA_S45_ JC35_437.8.45_MA_S45_
#> "01" "01"
#> JC35_441.2.46_MA_S45_ JC35_442.2.46_MA_S45_
#> "01" "01"
#> JC35_443.2.47_MA_S45_ JC35_444.2_T.47_MA_S45_
#> "01" "01"
#> JC35_451.3_._big.48_MA_S45_ JC35_446.2.48_MA_S45_
#> "01" "01"
#> JC35_447.2.48_MA_S45_ JC35_448.2.48_MA_S45_
#> "01" "01"
#> JC35_449.1.48_MA_S45_ JC35_450.1.48_MA_S45_
#> "01" "01"
#> JC35_451.1.48_MA_S45_ JC35_452.1_adi_MA_S45_
#> "01" "01"
#> JC35_453.1_._MA_S45_ JC35_453.3_MA_S45_
#> "01" "01"
#> JC35_455.1_T_MA_S45_ JC35_456.1.49_MA_S45_
#> "01" "03"
#> JC35_457.1.49_MA_S45_ JC35_458.1.49_MA_S45_
#> "01" "01"
#> JC35_459.1.50_MA_S45_ JC35_460.1.50_MA_S45_
#> "01" "01"
#> JC35_449.2.48_MA_S45_ JC35_450.2.48_MA_S45_
#> "01" "01"
#> JC35_451.2.48_MA_S45_ JC35_445.1_adi_MA_S45_
#> "01" "01"
#> JC35_453.2_MA_S45_ JC35_455.3_T_MA_S45_
#> "01" "01"
#> JC35_455.2_T_MA_S45_ JC35_456.2.49_MA_S45_
#> "022" "03"
#> JC35_457.2.49_MA_S45_ JC35_458.2.49_MA_S45_
#> "03" "03"
#> JC35_459.2.50_MA_S45_ JC35_460.2.50_MA_S45_
#> "01" "01"
#> JC35_461.1_._MA_S45_ JC35_461.4_._MA_S45_
#> "01" "01"
#> JC35_463.1_MA_S45_ JC35_464.1.51_MA_S45_
#> "01" "01"
#> JC35_465.1_T.51_MA_S45_ JC35_465.3_T.51_MA_S45_
#> "01" "01"
#> JC35_467.3_..52_MA_S45_ JC35_467.4_..52_MA_S45_
#> "01" "01"
#> JC35_469.1_T.52_MA_S45_ JC35_470.1_._MA_S45_
#> "022" "01"
#> JC35_470.3_MA_S45_ JC35_472.1_MA_S45_
#> "01" "01"
#> JC35_461.2_._MA_S45_ JC35_461.3_._MA_S45_
#> "01" "03"
#> JC35_463.2_MA_S45_ JC35_464.2.51_MA_S45_
#> "01" "01"
#> JC35_465.2_T.51_MA_S45_ JC35_467.1_..52_MA_S45_
#> "01" "01"
#> JC35_467.2_..52_MA_S45_ JC35_469.3_T.52_MA_S45_
#> "01" "01"
#> JC35_469.2_T.52_MA_S45_ JC35_470.2_MA_S45_
#> "01" "01"
#> JC35_475.3_T_MA_S45_ JC35_484.1_MA_S45_
#> "01" "01"
#> JC35_473.1_MA_S45_ JC35_474.1_MA_S45_
#> "01" "01"
#> JC35_475.1_T_MA_S45_ JC35_476.1_W.53_MA_S45_
#> "01" "01"
#> JC35_477.1.53_MA_S45_ JC35_478.1.53_MA_S45_
#> "01" "01"
#> JC35_479.1_MA_S45_ JC35_480.1_W.54_MA_S45_
#> "01" "01"
#> JC35_481.1.54_MA_S45_ JC35_482.1.55_MA_S45_
#> "01" "01"
#> JC35_483.1_W.55_MA_S45_ JC35_472.2_MA_S45_
#> "01" "01"
#> JC35_473.2_MA_S45_ JC35_474.2_MA_S45_
#> "01" "01"
#> JC35_475.2_T_MA_S45_ JC35_476.2_W.53_MA_S45_
#> "01" "01"
#> JC35_477.2.53_MA_S45_ JC35_478.2.53_MA_S45_
#> "01" "01"
#> JC35_479.2_MA_S45_ JC35_480.2_W.54_MA_S45_
#> "01" "01"
#> JC35_481.2.54_MA_S45_ JC35_482.2.55_MA_S45_
#> "01" "01"
#> JC35_483.2_W.55_MA_S45_ JC35_484.2_MA_S45_
#> "01" "01"
#> JC36_486.1_T.56_MA_S46_ JC36_486.3_T.56_MA_S46_
#> "021" "022"
#> JC36_488.1.56_MA_S46_ JC36_490.4_._W.57_MA_S46_
#> "03" "01"
#> JC36_492.3.57_MA_S46_ JC36_494.1.58_MA_S46_
#> "01" "021"
#> JC36_495.1.58_MA_S46_ JC36_496.1.58_MA_S46_
#> "01" "01"
#> JC36_486.2_T.56_MA_S46_ JC36_488.3_..56_MA_S46_
#> "01" "022"
#> JC36_488.2.56_MA_S46_ JC36_489.2.56_MA_S46_
#> "01" "01"
#> JC36_490.2_._W.57_MA_S46_ JC36_490.3_._W.57_MA_S46_
#> "01" "01"
#> JC36_492.2.57_MA_S46_ JC36_495.3_..58_MA_S46_
#> "01" "01"
#> JC36_494.2.58_MA_S46_ JC36_495.2.58_MA_S46_
#> "01" "01"
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#> "022" "022"
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#> "022" "021"
#> JC41_700.2_T_FE_S52_ JC41_701.1_W_FE_S52_
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#> JC41_705.3_FE_S52_ JC41_707.1.89_FE_S52_
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#> JC41_712.1.90_FE_S52_ JC41_701.2_W_FE_S52_
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#> JC41_702.2_FE_S52_ JC41_708.3_T.89_FE_S52_
#> "01" "01"
#> JC41_704.2_FE_S52_ JC41_705.2_FE_S52_
#> "022" "01"
#> JC41_705.4_FE_S52_ JC41_708.2_T.89_FE_S52_
#> "021" "03"
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#> JC41_711.2.90_FE_S52_ JC41_712.2.90_FE_S52_
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#> JC41_713.1.90_FE_S52_ JC41_714.1_FE_S52_
#> "01" "023"
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#> JC41_717.1_FE_S52_ JC41_718.1.91_FE_S52_
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#> JC41_719.1.91_FE_S52_ JC41_719.3_..91_FE_S52_
#> "021" "022"
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#> JC41_713.2.90_FE_S52_ JC41_714.2_FE_S52_
#> "01" "021"
#> JC41_715.2_FE_S52_ JC41_716.2_FE_S52_
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#> JC41_717.2_FE_S52_ JC41_718.2.91_FE_S52_
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#> JC41_719.2.91_FE_S52_ JC41_722.3_T.91_FE_S52_
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#> JC41_723.2.91_FE_S52_ JC41_724.2_FE_S52_
#> "01" "021"
#> JC43_725.1_T.92_FE_S27_ JC43_725.3_T.92_FE_S27_
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#> JC43_727.1_T.92_FE_S27_ JC43_728.1.92_FE_S27_
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#> JC43_729.1_T.92_FE_S27_ JC43_729.3_T.92_FE_S27_
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#> JC43_735.1.94_FE_S27_ JC43_736.1.94_FE_S27_
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#> JC43_725.2_T.92_FE_S27_ JC43_727.3_T.92_FE_S27_
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#> JC43_727.2_T.92_FE_S27_ JC43_728.2.92_FE_S27_
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#> JC43_729.2_T.92_FE_S27_ JC43_734.3_T.92_FE_S27_
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#> JC43_731.2.92_FE_S27_ JC43_732.2_big_adipo.93_FE_S27_
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#> JC43_733.2.93_FE_S27_ JC43_734.2_T.94_FE_S27_
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#> "023" "01"
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#> "01" "022"
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#> "01" "022"
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#> "01" "022"
#> JC43_738.2_T.95_FE_S27_ JC43_746.3_T.95_FE_S27_
#> "01" "01"
#> JC43_740.2_..95_FE_S27_ JC43_740.4.95_FE_S27_
#> "022" "01"
#> JC43_742.2.95_FE_S27_ JC43_743.2_..95_FE_S27_
#> "01" "01"
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#> "01" "01"
#> JC43_746.2_T.95_FE_S27_ JC43_747.2.95_FE_S27_
#> "01" "022"
#> JC43_749.3.95_FE_S27_ JC43_749.1_..95_FE_S27_
#> "01" "021"
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#> "01" "01"
#> JC43_752.1_._FE_S27_ JC43_752.3_FE_S27_
#> "021" "01"
#> JC43_754.1_T.96_FE_S27_ JC43_755.1_..96_FE_S27_
#> "023" "01"
#> JC43_755.3.96_FE_S27_ JC43_757.1.96_FE_S27_
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#> JC43_759.3_T.97_FE_S27_ JC43_749.2.95_FE_S27_
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#> JC43_751.2_._big_FE_S27_ JC43_752.2_FE_S27_
#> "021" "01"
#> JC43_754.3_T.96_FE_S27_ JC43_754.2_T.96_FE_S27_
#> "01" "01"
#> JC43_755.2.96_FE_S27_ JC43_757.3.96_FE_S27_
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#> JC43_757.2_..96_FE_S27_ JC43_758.2.97_FE_S27_
#> "021" "01"
#> JC43_759.2_T.97_FE_S27_ JC43_761.1_T.97_FE_S27_
#> "01" "01"
#> JC43_762.1_FE_S27_ JC43_763.1.98_FE_S27_
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#> JC43_764.1.98_FE_S27_ JC43_765.1.98_FE_S27_
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#> JC43_766.1.98_FE_S27_ JC43_767.1_FE_S27_
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#> JC43_768.1_FE_S27_ JC43_769.1_FE_S27_
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#> JC43_771.3_FE_S27_ JC43_771.1_._FE_S27_
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#> JC43_761.2_T.97_FE_S27_ JC43_762.2_FE_S27_
#> "01" "023"
#> JC43_763.2.98_FE_S27_ JC43_764.2.98_FE_S27_
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#> JC43_765.2.98_FE_S27_ JC43_766.2_ery.98_FE_S27_
#> "01" "01"
#> JC43_767.2_FE_S27_ JC43_768.2_FE_S27_
#> "01" "01"
#> JC43_769.2_FE_S27_ JC43_771.4_FE_S27_
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#> JC44_773.1_W.99_FE_S27_ JC44_774.1.99_FE_S27_
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#> JC44_775.1.99_FE_S27_ JC44_776.1_._FE_S27_
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#> JC44_776.3_FE_S27_ JC44_778.3_FE_S27_
#> "03" "022"
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#> JC44_782.1.100_FE_S27_ JC44_783.1.100_FE_S27_
#> "01" "01"
#> JC44_784.1.100_FE_S27_ JC44_773.2_W.99_FE_S27_
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#> JC44_774.2.99_FE_S27_ JC44_775.2.99_FE_S27_
#> "01" "01"
#> JC44_776.2_FE_S27_ JC44_776.4_FE_S27_
#> "03" "021"
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#> "01" "01"
#> JC44_780.2_FE_S27_ JC44_781.2_FE_S27_
#> "03" "021"
#> JC44_782.2.100_FE_S27_ JC44_783.2.100_FE_S27_
#> "01" "01"
#> JC44_784.2.100_FE_S27_ JC44_785.1_..100_FE_S27_
#> "021" "01"
#> JC44_785.3.100_FE_S27_ JC44_787.1_T_FE_S27_
#> "021" "022"
#> JC44_788.1_big_adipo_FE_S27_ JC44_789.1_._FE_S27_
#> "01" "021"
#> JC44_789.3_FE_S27_ JC44_791.1_T_FE_S27_
#> "01" "023"
#> JC44_792.1_FE_S27_ JC44_793.1_._FE_S27_
#> "01" "022"
#> JC44_793.3_FE_S27_ JC44_795.1_FE_S27_
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#> JC44_796.1_._FE_S27_ JC44_785.2.100_FE_S27_
#> "01" "01"
#> JC44_787.3_T_FE_S27_ JC44_787.2_T_FE_S27_
#> "01" "01"
#> JC44_788.2_FE_S27_ JC44_789.2_FE_S27_
#> "01" "023"
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#> "021" "021"
#> JC44_792.2_FE_S27_ JC44_793.2_FE_S27_
#> "022" "022"
#> JC44_795.3_FE_S27_ JC44_795.2_._FE_S27_
#> "022" "021"
#> JC44_796.2_._FE_S27_ JC44_796.3_._FE_S27_
#> "021" "021"
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#> JC44_800.1_FE_S27_ JC44_801.1.102_FE_S27_
#> "021" "021"
#> JC44_802.1.102_FE_S27_ JC44_803.1.102_FE_S27_
#> "021" "03"
#> JC44_804.1_T_FE_S27_ JC44_804.3_T_FE_S27_
#> "01" "023"
#> JC44_806.1_FE_S27_ JC44_807.1.103_FE_S27_
#> "022" "023"
#> JC44_808.1.103_FE_S27_ JC44_798.2.101_FE_S27_
#> "021" "01"
#> JC44_799.2.101_FE_S27_ JC44_800.2_FE_S27_
#> "01" "022"
#> JC44_801.2.102_FE_S27_ JC44_802.2.102_FE_S27_
#> "01" "01"
#> JC44_803.2.102_FE_S27_ JC44_804.2_T_FE_S27_
#> "01" "022"
#> JC44_808.3_..103_FE_S27_ JC44_806.2_FE_S27_
#> "021" "022"
#> JC44_807.2.103_FE_S27_ JC44_808.2.103_FE_S27_
#> "01" "022"
#> JC44_808.4.103_FE_S27_ JC44_810.1_T.103_FE_S27_
#> "01" "01"
#> JC44_810.3_T.103_FE_S27_ JC44_812.1.103_FE_S27_
#> "01" "01"
#> JC44_813.1_T.104_FE_S27_ JC44_814.1.104_FE_S27_
#> "01" "01"
#> JC44_815.1.105_FE_S27_ JC44_816.1.105_FE_S27_
#> "01" "01"
#> JC44_817.1_._FE_S27_ JC44_817.3_FE_S27_
#> "01" "01"
#> JC44_819.1_big_FE_S27_ JC44_820.1_FE_S27_
#> "022" "021"
#> JC44_808.5.103_FE_S27_ JC44_810.2_T.103_FE_S27_
#> "01" "023"
#> JC44_813.3_T_FE_S27_ JC44_812.2.103_FE_S27_
#> "01" "01"
#> JC44_813.2_T.104_FE_S27_ JC44_814.2.104_FE_S27_
#> "01" "01"
#> JC44_815.2.105_FE_S27_ JC44_816.2.105_FE_S27_
#> "01" "01"
#> JC44_817.2_FE_S27_ JC44_818.2_FE_S27_
#> "022" "022"
#> JC44_819.2_FE_S27_ JC44_820.2_FE_S27_
#> "022" "01"
#> JC45_821.1.106_FE_S30_ JC45_822.1.106_FE_S30_
#> "021" "023"
#> JC45_823.1.106_FE_S30_ JC45_824.1.106_FE_S30_
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#> "01" "021"
#> JC45_830.5_FE_S30_ JC45_830.3_FE_S30_
#> "01" "01"
#> JC45_821.2.106_FE_S30_ JC45_822.2.106_FE_S30_
#> "01" "022"
#> JC45_823.2.106_FE_S30_ JC45_824.2.106_FE_S30_
#> "01" "01"
#> JC45_825.2_FE_S30_ JC45_826.2.107_FE_S30_
#> "03" "01"
#> JC45_827.2.107_FE_S30_ JC45_828.2.107_FE_S30_
#> "01" "01"
#> JC45_829.2.107_FE_S30_ JC45_830.2_FE_S30_
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#> JC45_830.4_FE_S30_ JC45_835.3_T.108_FE_S30_
#> "023" "01"
#> JC45_833.1_FE_S30_ JC45_834.1.108_FE_S30_
#> "01" "021"
#> JC45_835.1_T.108_FE_S30_ JC45_836.1.109_FE_S30_
#> "021" "01"
#> JC45_837.1_T.109_FE_S30_ JC45_837.3_T.109_FE_S30_
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#> JC45_841.1_big_FE_S30_ JC45_842.1_FE_S30_
#> "01" "022"
#> JC45_843.1_FE_S30_ JC45_844.1.111_FE_S30_
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#> JC45_833.2_FE_S30_ JC45_834.2.108_FE_S30_
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#> JC45_835.2_T.108_FE_S30_ JC45_836.2.109_FE_S30_
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#> JC45_839.2.110_FE_S30_ JC45_840.2.110_FE_S30_
#> "01" "01"
#> JC45_841.2_FE_S30_ JC45_842.2_FE_S30_
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#> JC45_843.2_FE_S30_ JC45_844.2.111_FE_S30_
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#> JC45_850.1_..112_FE_S30_ JC45_851.1.112_FE_S30_
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#> JC45_852.1.112_FE_S30_ JC45_852.3.112_FE_S30_
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#> JC45_854.1.112_FE_S30_ JC45_855.1.112_FE_S30_
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#> JC45_856.1_FE_S30_ JC45_845.2.111_FE_S30_
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#> JC45_846.2.111_FE_S30_ JC45_847.2_FE_S30_
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#> JC45_848.2_FE_S30_ JC45_849.2_FE_S30_
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#> JC45_851.2_ery.112_FE_S30_ JC45_852.2_..112_FE_S30_
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#> JC45_856.3_FE_S30_ JC45_855.2.112_FE_S30_
#> "022" "023"
#> JC45_856.2_._FE_S30_ JC45_857.1_FE_S30_
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#> "01" "022"
#> JC45_861.1_FE_S30_ JC45_862.1_FE_S30_
#> "021" "01"
#> JC45_863.1_FE_S30_ JC45_864.1_._FE_S30_
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#> JC45_866.1_FE_S30_ JC45_867.1.113_FE_S30_
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#> "021" "01"
#> JC45_858.2_FE_S30_ JC45_853.1_FE_S30_
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#> JC45_860.2_FE_S30_ JC45_861.2_FE_S30_
#> "022" "021"
#> JC45_853.2_FE_S30_ JC45_863.2_FE_S30_
#> "01" "022"
#> JC45_867.3.113_FE_S30_ JC45_866.2_FE_S30_
#> "023" "01"
#> JC45_867.2_..113_FE_S30_ JC45_868.2.113_FE_S30_
#> "022" "023"
#> JC46_869.1.114_FE_S30_ JC46_870.1.114_FE_S30_
#> "021" "01"
#> JC46_871.1.114_FE_S30_ JC46_872.1.114_FE_S30_
#> "03" "01"
#> JC46_873.1_FE_S30_ JC46_874.1_FE_S30_
#> "03" "01"
#> JC46_875.1_T_emperi_big_FE_S30_ JC46_875.3_T_FE_S30_
#> "021" "03"
#> JC46_877.1_T_FE_S30_ JC46_878.1_._big.115_FE_S30_
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#> JC46_869.2.114_FE_S30_ JC46_870.2.114_FE_S30_
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#> JC46_871.2.114_FE_S30_ JC46_872.2.114_FE_S30_
#> "021" "03"
#> JC46_873.2_FE_S30_ JC46_874.2_FE_S30_
#> "01" "021"
#> JC46_875.2_T_FE_S30_ JC46_877.3_T_FE_S30_
#> "01" "01"
#> JC46_877.2_T_FE_S30_ JC46_878.2.115_FE_S30_
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#> JC46_878.5.115_FE_S30_ JC46_878.6.115_FE_S30_
#> "023" "01"
#> JC46_878.7.115_FE_S30_ JC46_882.1.116_FE_S30_
#> "01" "021"
#> JC46_883.1.116_FE_S30_ JC46_884.1_FE_S30_
#> "023" "01"
#> JC46_885.1_FE_S30_ JC46_886.1.117_FE_S30_
#> "022" "023"
#> JC46_887.1.117_FE_S30_ JC46_888.1.117_FE_S30_
#> "023" "01"
#> JC46_889.1_FE_S30_ JC46_890.1_FE_S30_
#> "01" "01"
#> JC46_891.1.118_FE_S30_ JC46_892.1_T.118_FE_S30_
#> "01" "01"
#> JC46_878.8.115_FE_S30_ JC46_882.2.116_FE_S30_
#> "01" "021"
#> JC46_883.2.116_FE_S30_ JC46_884.2_FE_S30_
#> "01" "01"
#> JC46_885.2_FE_S30_ JC46_886.2.117_FE_S30_
#> "01" "021"
#> JC46_887.2.117_FE_S30_ JC46_888.2.117_FE_S30_
#> "022" "021"
#> JC46_889.2_FE_S30_ JC46_890.2_FE_S30_
#> "021" "01"
#> JC46_891.2.118_FE_S30_ JC46_892.2_T.118_FE_S30_
#> "023" "01"
#> JC46_892.3_T.118_FE_S30_ JC46_894.1.118_FE_S30_
#> "03" "03"
#> JC46_895.1.118_FE_S30_ JC46_896.1.118_FE_S30_
#> "03" "01"
#> JC46_897.1_emperi_big.118_FE_S30_ JC46_898.1_FE_S30_
#> "021" "01"
#> JC46_899.1_FE_S30_ JC46_900.1.119_FE_S30_
#> "022" "01"
#> JC46_901.1.119_FE_S30_ JC46_902.1_FE_S30_
#> "01" "023"
#> JC46_903.1.120_FE_S30_ JC46_904.1.120_FE_S30_
#> "023" "01"
#> JC46_895.3_..118_FE_S30_ JC46_894.2.118_FE_S30_
#> "023" "01"
#> JC46_895.2.118_FE_S30_ JC46_896.2.118_FE_S30_
#> "01" "021"
#> JC46_897.2.118_FE_S30_ JC46_898.2_FE_S30_
#> "03" "01"
#> JC46_899.2_FE_S30_ JC46_900.2.119_FE_S30_
#> "021" "01"
#> JC46_901.2.119_FE_S30_ JC46_902.2_FE_S30_
#> "01" "023"
#> JC46_903.2.120_FE_S30_ JC46_904.2.120_FE_S30_
#> "023" "022"
#> JC46_905.1.120_FE_S30_ JC46_906.1.120_FE_S30_
#> "01" "01"
#> JC46_906.3.120_FE_S30_ JC46_908.1_T_FE_S30_
#> "023" "01"
#> JC46_909.1.121_FE_S30_ JC46_910.1.121_FE_S30_
#> "021" "021"
#> JC46_911.1.121_FE_S30_ JC46_912.3_..121_FE_S30_
#> "021" "023"
#> JC46_913.1_FE_S30_ JC46_914.1_FE_S30_
#> "01" "01"
#> JC46_915.1_FE_S30_ JC46_916.1_FE_S30_
#> "01" "01"
#> JC46_905.2.120_FE_S30_ JC46_906.2_..120_FE_S30_
#> "03" "01"
#> JC46_908.3_T_FE_S30_ JC46_908.2_T_FE_S30_
#> "01" "01"
#> JC46_909.2.121_FE_S30_ JC46_910.2.121_FE_S30_
#> "021" "01"
#> JC46_911.2.121_FE_S30_ JC46_912.4.121_FE_S30_
#> "023" "021"
#> JC46_913.2_FE_S30_ JC46_914.2_FE_S30_
#> "01" "021"
#> JC46_915.2_FE_S30_ JC46_916.2_FE_S30_
#> "01" "03"
#> JC48P4_917_HSC_FE_S8_ JC48P4_918_HSC_FE_S8_
#> "03" "03"
#> JC48P4_919_HSC_FE_S8_ JC48P4_920_HSC_FE_S8_
#> "03" "03"
#> JC48P4_921_HSC_FE_S8_ JC48P4_922_HSC_FE_S8_
#> "03" "03"
#> JC48P4_923_HSC_FE_S8_ JC48P4_924_HSC_FE_S8_
#> "03" "03"
#> JC48P4_925_HSC_FE_S8_ JC48P4_926_HSC_FE_S8_
#> "03" "03"
#> JC48P4_927_HSC_FE_S8_ JC48P4_928_HSC_FE_S8_
#> "03" "03"
#> JC48P4_929_HSC_FE_S8_ JC48P4_930_HSC_FE_S8_
#> "03" "03"
#> JC48P4_931_HSC_FE_S8_ JC48P4_932_HSC_FE_S8_
#> "03" "03"
#> JC48P4_933_HSC_FE_S8_ JC48P4_934_HSC_FE_S8_
#> "03" "03"
#> JC48P4_935_HSC_FE_S8_ JC48P4_936_HSC_FE_S8_
#> "03" "03"
#> JC48P4_937_HSC_FE_S8_ JC48P4_938_HSC_FE_S8_
#> "03" "01"
#> JC48P4_939_HSC_FE_S8_ JC48P4_940_HSC_FE_S8_
#> "021" "021"
#> JC48P4_941_HSC_FE_S8_ JC48P4_942_HSC_FE_S8_
#> "03" "03"
#> JC48P4_943_HSC_FE_S8_ JC48P4_944_HSC_FE_S8_
#> "021" "021"
#> JC48P4_945_HSC_FE_S8_ JC48P4_946_HSC_FE_S8_
#> "03" "03"
#> JC48P4_947_HSC_FE_S8_ JC48P4_948_HSC_FE_S8_
#> "03" "03"
#> JC48P4_949_HSC_FE_S8_ JC48P4_950_HSC_FE_S8_
#> "03" "03"
#> JC48P4_951_HSC_FE_S8_ JC48P4_952_HSC_FE_S8_
#> "03" "03"
#> JC48P4_953_HSC_FE_S8_ JC48P4_954_HSC_FE_S8_
#> "03" "03"
#> JC48P4_955_HSC_FE_S8_ JC48P4_956_HSC_FE_S8_
#> "03" "03"
#> JC48P4_957_HSC_FE_S8_ JC48P4_958_HSC_FE_S8_
#> "03" "03"
#> JC48P4_959_HSC_FE_S8_ JC48P4_960_HSC_FE_S8_
#> "03" "03"
#> JC48P4_961_HSC_FE_S8_ JC48P4_962_HSC_FE_S8_
#> "03" "021"
#> JC48P4_963_HSC_FE_S8_ JC48P4_964_HSC_FE_S8_
#> "021" "021"
#> JC48P4_965_HSC_FE_S8_ JC48P4_966_HSC_FE_S8_
#> "03" "03"
#> JC48P4_967_HSC_FE_S8_ JC48P4_968_HSC_FE_S8_
#> "03" "03"
#> JC48P4_969_HSC_FE_S8_ JC48P4_970_HSC_FE_S8_
#> "021" "03"
#> JC48P4_971_HSC_FE_S8_ JC48P4_972_HSC_FE_S8_
#> "03" "021"
#> JC48P4_973_HSC_FE_S8_ JC48P4_974_HSC_FE_S8_
#> "03" "03"
#> JC48P4_975_HSC_FE_S8_ JC48P4_976_HSC_FE_S8_
#> "03" "03"
#> JC48P4_977_HSC_FE_S8_ JC48P4_978_HSC_FE_S8_
#> "021" "03"
#> JC48P4_979_HSC_FE_S8_ JC48P4_980_HSC_FE_S8_
#> "03" "03"
#> JC48P4_981_HSC_FE_S8_ JC48P4_982_HSC_FE_S8_
#> "021" "03"
#> JC48P4_983_HSC_FE_S8_ JC48P4_984_HSC_FE_S8_
#> "03" "03"
#> JC48P4_985_HSC_FE_S8_ JC48P4_986_HSC_FE_S8_
#> "03" "021"
#> JC48P4_987_HSC_FE_S8_ JC48P4_988_HSC_FE_S8_
#> "03" "03"
#> JC48P4_989_HSC_FE_S8_ JC48P4_990_HSC_FE_S8_
#> "03" "03"
#> JC48P4_991_HSC_FE_S8_ JC48P4_992_HSC_FE_S8_
#> "03" "03"
#> JC48P4_993_HSC_FE_S8_ JC48P4_994_HSC_FE_S8_
#> "03" "021"
#> JC48P4_995_HSC_FE_S8_ JC48P4_996_HSC_FE_S8_
#> "03" "03"
#> JC48P4_997_HSC_FE_S8_ JC48P4_998_HSC_FE_S8_
#> "03" "021"
#> JC48P4_999_HSC_FE_S8_ JC48P4_1000_HSC_FE_S8_
#> "03" "021"
#> JC48P4_1001_HSC_FE_S8_ JC48P4_1002_HSC_FE_S8_
#> "03" "01"
#> JC48P4_1004_HSC_FE_S8_ JC48P4_1005_HSC_FE_S8_
#> "03" "03"
#> JC48P4_1006_HSC_FE_S8_ JC48P4_1007_HSC_FE_S8_
#> "03" "03"
#> JC48P4_1008_HSC_FE_S8_ JC48P4_1009_HSC_FE_S8_
#> "021" "021"
#> JC48P4_1010_HSC_FE_S8_ JC48P4_1011_HSC_FE_S8_
#> "021" "03"
#> JC48P4_1012_HSC_FE_S8_ JC48P7_1013_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1014_HSC_FE_S8_ JC48P7_1015_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1016_HSC_FE_S8_ JC48P7_1017_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1018_HSC_FE_S8_ JC48P7_1019_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1020_HSC_FE_S8_ JC48P7_1022_HSC_FE_S8_
#> "022" "03"
#> JC48P7_1023_HSC_FE_S8_ JC48P7_1024_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1025_HSC_FE_S8_ JC48P7_1026_HSC_FE_S8_
#> "03" "01"
#> JC48P7_1027_HSC_FE_S8_ JC48P7_1028_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1029_HSC_FE_S8_ JC48P7_1030_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1031_HSC_FE_S8_ JC48P7_1032_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1033_HSC_FE_S8_ JC48P7_1034_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1035_HSC_FE_S8_ JC48P7_1036_HSC_FE_S8_
#> "03" "01"
#> JC48P7_1037_HSC_FE_S8_ JC48P7_1038_HSC_FE_S8_
#> "03" "021"
#> JC48P7_1039_HSC_FE_S8_ JC48P7_1040_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1041_HSC_FE_S8_ JC48P7_1042_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1043_HSC_FE_S8_ JC48P7_1044_HSC_FE_S8_
#> "01" "03"
#> JC48P7_1045_HSC_FE_S8_ JC48P7_1046_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1047_HSC_FE_S8_ JC48P7_1048_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1049_HSC_FE_S8_ JC48P7_1050_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1051_HSC_FE_S8_ JC48P7_1052_HSC_FE_S8_
#> "021" "03"
#> JC48P7_1053_HSC_FE_S8_ JC48P7_1054_HSC_FE_S8_
#> "03" "021"
#> JC48P7_1055_HSC_FE_S8_ JC48P7_1056_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1057_HSC_FE_S8_ JC48P7_1058_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1059_HSC_FE_S8_ JC48P7_1060_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1061_HSC_FE_S8_ JC48P7_1062_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1063_HSC_FE_S8_ JC48P7_1064_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1065_HSC_FE_S8_ JC48P7_1066_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1067_HSC_FE_S8_ JC48P7_1068_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1070_HSC_FE_S8_ JC48P7_1071_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1072_HSC_FE_S8_ JC48P7_1073_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1074_HSC_FE_S8_ JC48P7_1075_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1076_HSC_FE_S8_ JC48P7_1077_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1078_HSC_FE_S8_ JC48P7_1079_HSC_FE_S8_
#> "01" "03"
#> JC48P7_1080_HSC_FE_S8_ JC48P7_1081_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1082_HSC_FE_S8_ JC48P7_1083_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1084_HSC_FE_S8_ JC48P7_1085_HSC_FE_S8_
#> "021" "01"
#> JC48P7_1086_HSC_FE_S8_ JC48P7_1087_HSC_FE_S8_
#> "023" "03"
#> JC48P7_1088_HSC_FE_S8_ JC48P7_1089_HSC_FE_S8_
#> "03" "021"
#> JC48P7_1090_HSC_FE_S8_ JC48P7_1091_HSC_FE_S8_
#> "03" "021"
#> JC48P7_1092_HSC_FE_S8_ JC48P7_1093_HSC_FE_S8_
#> "021" "021"
#> JC48P7_1094_HSC_FE_S8_ JC48P7_1095_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1096_HSC_FE_S8_ JC48P7_1097_HSC_FE_S8_
#> "01" "03"
#> JC48P7_1098_HSC_FE_S8_ JC48P7_1099_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1100_HSC_FE_S8_ JC48P7_1101_HSC_FE_S8_
#> "021" "03"
#> JC48P7_1102_HSC_FE_S8_ JC48P7_1103_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1104_HSC_FE_S8_ JC48P7_1105_HSC_FE_S8_
#> "021" "03"
#> JC48P7_1106_HSC_FE_S8_ JC48P7_1107_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1108_HSC_FE_S8_ JC48P6_1109_HSC_FE_S8_
#> "021" "03"
#> JC48P6_1110_HSC_FE_S8_ JC48P6_1111_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1112_HSC_FE_S8_ JC48P6_1113_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1114_HSC_FE_S8_ JC48P6_1115_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1116_HSC_FE_S8_ JC48P6_1117_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1118_HSC_FE_S8_ JC48P6_1119_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1120_HSC_FE_S8_ JC48P6_1121_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1122_HSC_FE_S8_ JC48P6_1123_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1124_HSC_FE_S8_ JC48P6_1125_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1126_HSC_FE_S8_ JC48P6_1127_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1128_HSC_FE_S8_ JC48P6_1129_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1130_HSC_FE_S8_ JC48P6_1131_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1132_HSC_FE_S8_ JC48P6_1133_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1134_HSC_FE_S8_ JC48P6_1135_HSC_FE_S8_
#> "03" "023"
#> JC48P6_1136_HSC_FE_S8_ JC48P6_1137_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1138_HSC_FE_S8_ JC48P6_1139_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1140_HSC_FE_S8_ JC48P6_1141_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1142_HSC_FE_S8_ JC48P6_1143_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1144_HSC_FE_S8_ JC48P6_1145_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1146_HSC_FE_S8_ JC48P6_1147_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1148_HSC_FE_S8_ JC48P6_1149_HSC_FE_S8_
#> "023" "03"
#> JC48P6_1150_HSC_FE_S8_ JC48P6_1151_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1152_HSC_FE_S8_ JC48P6_1153_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1154_HSC_FE_S8_ JC48P6_1155_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1156_HSC_FE_S8_ JC48P6_1157_HSC_FE_S8_
#> "023" "03"
#> JC48P6_1158_HSC_FE_S8_ JC48P6_1159_HSC_FE_S8_
#> "03" "021"
#> JC48P6_1160_HSC_FE_S8_ JC48P6_1161_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1162_HSC_FE_S8_ JC48P6_1163_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1164_HSC_FE_S8_ JC48P6_1165_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1166_HSC_FE_S8_ JC48P6_1167_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1168_HSC_FE_S8_ JC48P6_1169_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1170_HSC_FE_S8_ JC48P6_1171_HSC_FE_S8_
#> "023" "03"
#> JC48P6_1172_HSC_FE_S8_ JC48P6_1173_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1174_HSC_FE_S8_ JC48P6_1175_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1176_HSC_FE_S8_ JC48P6_1177_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1178_HSC_FE_S8_ JC48P6_1179_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1180_HSC_FE_S8_ JC48P6_1181_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1182_HSC_FE_S8_ JC48P6_1183_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1184_HSC_FE_S8_ JC48P6_1185_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1186_HSC_FE_S8_ JC48P6_1187_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1188_HSC_FE_S8_ JC48P6_1189_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1190_HSC_FE_S8_ JC48P6_1191_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1192_HSC_FE_S8_ JC48P6_1193_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1194_HSC_FE_S8_ JC48P6_1195_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1196_HSC_FE_S8_ JC48P6_1197_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1198_HSC_FE_S8_ JC48P6_1199_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1200_HSC_FE_S8_ JC48P6_1201_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1202_HSC_FE_S8_ JC48P6_1203_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1204_HSC_FE_S8_
#> "03"
get_classes(res_rh, merge_node = merge_node_param(min_n_signatures = 4133))
#> JC4_349_HSC_FE_S13_ JC4_350_HSC_FE_S13_
#> "01" "01"
#> JC4_351_HSC_FE_S13_ JC4_352_HSC_FE_S13_
#> "01" "01"
#> JC4_353_HSC_FE_S13_ JC4_354_HSC_FE_S13_
#> "01" "01"
#> JC4_355_HSC_FE_S13_ JC4_356_HSC_FE_S13_
#> "01" "01"
#> JC4_357_HSC_FE_S13_ JC4_358_HSC_FE_S13_
#> "01" "01"
#> JC4_359_HSC_FE_S13_ JC4_360_HSC_FE_S13_
#> "01" "03"
#> JC4_361_HSC_FE_S13_ JC4_362_HSC_FE_S13_
#> "01" "01"
#> JC4_363_HSC_FE_S13_ JC4_364_HSC_FE_S13_
#> "03" "01"
#> JC4_365_HSC_FE_S13_ JC4_366_HSC_FE_S13_
#> "01" "01"
#> JC4_368_HSC_FE_S13_ JC4_369_HSC_FE_S13_
#> "01" "01"
#> JC4_371_HSC_FE_S13_ JC4_372_HSC_FE_S13_
#> "01" "01"
#> JC4_373_HSC_FE_S13_ JC4_374_HSC_FE_S13_
#> "01" "01"
#> JC4_375_HSC_FE_S13_ JC4_376_HSC_FE_S13_
#> "01" "01"
#> JC4_377_HSC_FE_S13_ JC4_378_HSC_FE_S13_
#> "01" "01"
#> JC4_379_HSC_FE_S13_ JC4_380_HSC_FE_S13_
#> "01" "01"
#> JC4_382_HSC_FE_S13_ JC4_383_HSC_FE_S13_
#> "01" "01"
#> JC4_384_HSC_FE_S13_ JC4_385_HSC_FE_S13_
#> "03" "01"
#> JC4_386_HSC_FE_S13_ JC4_387_HSC_FE_S13_
#> "01" "01"
#> JC4_388_HSC_FE_S13_ JC4_389_HSC_FE_S13_
#> "01" "01"
#> JC4_390_HSC_FE_S13_ JC4_391_HSC_FE_S13_
#> "01" "01"
#> JC4_392_HSC_FE_S13_ JC4_393_HSC_FE_S13_
#> "01" "01"
#> JC4_394_HSC_FE_S13_ JC4_395_HSC_FE_S13_
#> "01" "01"
#> JC4_397_HSC_FE_S13_ JC4_398_HSC_FE_S13_
#> "01" "01"
#> JC4_399_HSC_FE_S13_ JC4_400_HSC_FE_S13_
#> "01" "03"
#> JC4_401_HSC_FE_S13_ JC4_402_HSC_FE_S13_
#> "01" "01"
#> JC4_403_HSC_FE_S13_ JC4_404_HSC_FE_S13_
#> "01" "01"
#> JC4_405_HSC_FE_S13_ JC4_406_HSC_FE_S13_
#> "01" "01"
#> JC4_407_HSC_FE_S13_ JC4_408_HSC_FE_S13_
#> "01" "01"
#> JC4_409_HSC_FE_S13_ JC4_410_HSC_FE_S13_
#> "01" "01"
#> JC4_411_HSC_FE_S13_ JC4_412_HSC_FE_S13_
#> "01" "01"
#> JC4_413_HSC_FE_S13_ JC4_414_HSC_FE_S13_
#> "01" "01"
#> JC4_415_HSC_FE_S13_ JC4_416_HSC_FE_S13_
#> "01" "01"
#> JC4_417_HSC_FE_S13_ JC4_418_HSC_FE_S13_
#> "01" "01"
#> JC4_419_HSC_FE_S13_ JC4_420_HSC_FE_S13_
#> "01" "01"
#> JC4_421_HSC_FE_S13_ JC4_422_HSC_FE_S13_
#> "01" "01"
#> JC4_423_HSC_FE_S13_ JC4_424_HSC_FE_S13_
#> "01" "01"
#> JC4_425_HSC_FE_S13_ JC4_426_HSC_FE_S13_
#> "01" "01"
#> JC4_427_HSC_FE_S13_ JC4_428_HSC_FE_S13_
#> "01" "01"
#> JC4_429_HSC_FE_S13_ JC4_430_HSC_FE_S13_
#> "01" "01"
#> JC4_431_HSC_FE_S13_ JC4_432_HSC_FE_S13_
#> "01" "01"
#> JC4_433_HSC_FE_S13_ JC4_434_HSC_FE_S13_
#> "01" "01"
#> JC4_435_HSC_FE_S13_ JC4_436_HSC_FE_S13_
#> "01" "01"
#> JC20_1.1_FE_S25_ JC20_2.1_FE_S25_
#> "01" "01"
#> JC20_3.1_FE_S25_ JC20_4.1_FE_S25_
#> "01" "01"
#> JC20_5.1_FE_S25_ JC20_6.1_FE_S25_
#> "01" "01"
#> JC20_7.1_FE_S25_ JC20_8.1_FE_S25_
#> "01" "01"
#> JC20_9.1_FE_S25_ JC20_10.1_FE_S25_
#> "01" "01"
#> JC20_11.1_FE_S25_ JC20_12.1_FE_S25_
#> "01" "01"
#> JC20_1.2_FE_S25_ JC20_2.2_FE_S25_
#> "01" "01"
#> JC20_3.2_FE_S25_ JC20_4.2_FE_S25_
#> "01" "01"
#> JC20_5.2_FE_S25_ JC20_6.2_FE_S25_
#> "03" "01"
#> JC20_7.2_FE_S25_ JC20_8.2_FE_S25_
#> "01" "01"
#> JC20_9.2_FE_S25_ JC20_10.2_FE_S25_
#> "01" "01"
#> JC20_11.2_FE_S25_ JC20_12.2_FE_S25_
#> "01" "01"
#> JC20_13.1_FE_S25_ JC20_14.1_FE_S25_
#> "01" "01"
#> JC20_15.1_FE_S25_ JC20_16.1_FE_S25_
#> "01" "01"
#> JC20_17.1_FE_S25_ JC20_18.1_FE_S25_
#> "01" "01"
#> JC20_19.1_FE_S25_ JC20_20.1_FE_S25_
#> "01" "01"
#> JC20_21.1_FE_S25_ JC20_22.1_FE_S25_
#> "01" "01"
#> JC20_23.1_FE_S25_ JC20_24.1_FE_S25_
#> "01" "01"
#> JC20_13.2_FE_S25_ JC20_14.2_FE_S25_
#> "01" "01"
#> JC20_15.2_FE_S25_ JC20_16.2_FE_S25_
#> "01" "01"
#> JC20_17.2_FE_S25_ JC20_18.2_FE_S25_
#> "01" "01"
#> JC20_19.2_FE_S25_ JC20_20.2_FE_S25_
#> "01" "01"
#> JC20_21.2_FE_S25_ JC20_22.2_big_FE_S25_
#> "01" "01"
#> JC20_23.2_FE_S25_ JC20_24.2_FE_S25_
#> "01" "01"
#> JC20_25.1_FE_S25_ JC20_26.1_FE_S25_
#> "01" "01"
#> JC20_27.1_FE_S25_ JC20_29.1_FE_S25_
#> "01" "02"
#> JC20_33.1_FE_S25_ JC20_34.1_FE_S25_
#> "01" "01"
#> JC20_36.1_FE_S25_ JC20_25.2_FE_S25_
#> "01" "01"
#> JC20_26.2_FE_S25_ JC20_27.2_FE_S25_
#> "01" "01"
#> JC20_28.2_FE_S25_ JC20_29.2_FE_S25_
#> "01" "01"
#> JC20_30.2_FE_S25_ JC20_31.2_FE_S25_
#> "01" "01"
#> JC20_33.2_FE_S25_ JC20_34.2_FE_S25_
#> "01" "01"
#> JC20_35.2_FE_S25_ JC20_36.2_FE_S25_
#> "01" "01"
#> JC20_37.1_FE_S25_ JC20_39.1_FE_S25_
#> "01" "01"
#> JC20_41.1_FE_S25_ JC20_42.1.1_FE_S25_
#> "01" "01"
#> JC20_43.1.1_FE_S25_ JC20_44.1.1_FE_S25_
#> "01" "01"
#> JC20_45.1.2_FE_S25_ JC20_46.1.2_FE_S25_
#> "01" "01"
#> JC20_48.1.2_FE_S25_ JC20_37.2_FE_S25_
#> "01" "01"
#> JC20_38.2_FE_S25_ JC20_39.2_FE_S25_
#> "01" "01"
#> JC20_40.2_FE_S25_ JC20_41.2_FE_S25_
#> "01" "01"
#> JC20_42.2.1_FE_S25_ JC20_43.2.1_FE_S25_
#> "01" "01"
#> JC20_44.2.1_FE_S25_ JC20_45.2.2_FE_S25_
#> "01" "01"
#> JC20_46.2.2_FE_S25_ JC20_47.2.2_FE_S25_
#> "01" "03"
#> JC20_48.2.2_FE_S25_ JC21_49.1_FE_S25_
#> "01" "01"
#> JC21_50.1_FE_S25_ JC21_51.1_FE_S25_
#> "01" "02"
#> JC21_52.1_FE_S25_ JC21_53.1_FE_S25_
#> "01" "01"
#> JC21_54.1_FE_S25_ JC21_55.1_FE_S25_
#> "01" "01"
#> JC21_56.1_FE_S25_ JC21_57.1_FE_S25_
#> "01" "01"
#> JC21_58.1_FE_S25_ JC21_59.1_FE_S25_
#> "01" "01"
#> JC21_60.1_FE_S25_ JC21_49.2_FE_S25_
#> "01" "01"
#> JC21_50.2_FE_S25_ JC21_51.2_FE_S25_
#> "01" "02"
#> JC21_52.2_FE_S25_ JC21_53.2_FE_S25_
#> "01" "01"
#> JC21_54.2_FE_S25_ JC21_55.2_FE_S25_
#> "01" "01"
#> JC21_56.2_FE_S25_ JC21_57.2_FE_S25_
#> "02" "01"
#> JC21_58.2_FE_S25_ JC21_59.2_FE_S25_
#> "01" "01"
#> JC21_60.2_FE_S25_ JC21_61.1_FE_S25_
#> "02" "01"
#> JC21_62.1_FE_S25_ JC21_63.1_FE_S25_
#> "01" "01"
#> JC21_64.1_FE_S25_ JC21_65.1_FE_S25_
#> "01" "01"
#> JC21_66.1_FE_S25_ JC21_67.1_FE_S25_
#> "01" "01"
#> JC21_68.1_FE_S25_ JC21_69.1_FE_S25_
#> "01" "03"
#> JC21_70.1_FE_S25_ JC21_71.1_FE_S25_
#> "01" "01"
#> JC21_72.1_FE_S25_ JC21_61.2_FE_S25_
#> "01" "01"
#> JC21_62.2_FE_S25_ JC21_63.2_FE_S25_
#> "01" "01"
#> JC21_64.2_FE_S25_ JC21_65.2_FE_S25_
#> "01" "01"
#> JC21_66.2_FE_S25_ JC21_67.2_FE_S25_
#> "02" "03"
#> JC21_68.2_FE_S25_ JC21_69.2_FE_S25_
#> "03" "01"
#> JC21_70.2_FE_S25_ JC21_71.2_FE_S25_
#> "01" "01"
#> JC21_72.2_FE_S25_ JC21_73.1_FE_S25_
#> "01" "01"
#> JC21_74.1_FE_S25_ JC21_75.1_FE_S25_
#> "01" "01"
#> JC21_76.1_FE_S25_ JC21_77.1_FE_S25_
#> "02" "01"
#> JC21_78.1_FE_S25_ JC21_79.1_FE_S25_
#> "01" "01"
#> JC21_80.1_FE_S25_ JC21_81.1_FE_S25_
#> "01" "01"
#> JC21_82.1_FE_S25_ JC21_83.1_FE_S25_
#> "01" "03"
#> JC21_84.1_FE_S25_ JC21_73.2_FE_S25_
#> "02" "01"
#> JC21_74.2_FE_S25_ JC21_75.2_FE_S25_
#> "01" "01"
#> JC21_76.2_FE_S25_ JC21_77.2_FE_S25_
#> "02" "01"
#> JC21_78.2_FE_S25_ JC21_79.2_FE_S25_
#> "01" "01"
#> JC21_80.2_FE_S25_ JC21_81.2_FE_S25_
#> "03" "01"
#> JC21_82.2_FE_S25_ JC21_83.2_FE_S25_
#> "01" "01"
#> JC21_84.2_FE_S25_ JC21_85.1_FE_S25_
#> "01" "01"
#> JC21_86.1_FE_S25_ JC21_87.1_FE_S25_
#> "01" "01"
#> JC21_88.1_FE_S25_ JC21_89.1_FE_S25_
#> "01" "01"
#> JC21_90.1_FE_S25_ JC21_91.1_FE_S25_
#> "01" "01"
#> JC21_92.1_FE_S25_ JC21_93.1_FE_S25_
#> "01" "01"
#> JC21_94.1_FE_S25_ JC21_95.1_FE_S25_
#> "01" "01"
#> JC21_96.1_FE_S25_ JC21_85.2_FE_S25_
#> "01" "01"
#> JC21_86.2_FE_S25_ JC21_87.2_FE_S25_
#> "01" "01"
#> JC21_88.2_FE_S25_ JC21_89.2_FE_S25_
#> "01" "01"
#> JC21_90.2_FE_S25_ JC21_91.2_FE_S25_
#> "01" "01"
#> JC21_92.2_FE_S25_ JC21_93.2_FE_S25_
#> "01" "01"
#> JC21_94.2_FE_S25_ JC21_95.2_FE_S25_
#> "01" "01"
#> JC21_96.2_FE_S25_ JC26_98.1_S32_
#> "01" "01"
#> JC26_99.1_S32_ JC26_100.1_W_S32_
#> "03" "02"
#> JC26_101.1_S32_ JC26_102.1_S32_
#> "03" "01"
#> JC26_103.1_S32_ JC26_104.1_S32_
#> "01" "01"
#> JC26_106.1.3_S32_ JC26_108.1.3_S32_
#> "01" "01"
#> JC26_146_S32_ JC26_98.2_S32_
#> "03" "01"
#> JC26_99.2_S32_ JC26_100.2_W_S32_
#> "02" "02"
#> JC26_101.2_S32_ JC26_102.2_S32_
#> "01" "01"
#> JC26_103.2_S32_ JC26_104.2_S32_
#> "01" "02"
#> JC26_105.2.3_S32_ JC26_106.2.3_S32_
#> "01" "01"
#> JC26_107.2.3_S32_ JC26_108.2.3_S32_
#> "01" "01"
#> JC26_109.1.3_S32_ JC26_110.1.4_S32_
#> "01" "01"
#> JC26_111.1.4_S32_ JC26_112.1.4_S32_
#> "01" "01"
#> JC26_113.1.4_S32_ JC26_114.1_S32_
#> "01" "03"
#> JC26_115.1.5_S32_ JC26_116.1.5_S32_
#> "01" "03"
#> JC26_117.1.5_S32_ JC26_118.1_S32_
#> "01" "03"
#> JC26_119.1_W.6_S32_ JC26_120.1.6_S32_
#> "01" "01"
#> JC26_109.2.3_S32_ JC26_110.2.4_S32_
#> "03" "01"
#> JC26_111.2.4_S32_ JC26_112.2.4_S32_
#> "02" "01"
#> JC26_113.2.4_S32_ JC26_114.2_S32_
#> "01" "01"
#> JC26_115.2.5_S32_ JC26_116.2.5_S32_
#> "01" "02"
#> JC26_117.2.5_S32_ JC26_118.2_S32_
#> "01" "01"
#> JC26_119.2_W.6_S32_ JC26_120.2.6_S32_
#> "03" "01"
#> JC26_121.1.6_S32_ JC26_122.1.6_S32_
#> "02" "01"
#> JC26_123.1.6_S32_ JC26_125.1.6_S32_
#> "01" "02"
#> JC26_127.1_S32_ JC26_128.1.7_S32_
#> "03" "02"
#> JC26_129.1_W.7_S32_ JC26_130.1.7_S32_
#> "01" "02"
#> JC26_131.1.7_S32_ JC26_132.1.7_S32_
#> "02" "02"
#> JC26_121.2.6_S32_ JC26_122.2.6_S32_
#> "03" "03"
#> JC26_123.2.6_S32_ JC26_124.2.6_S32_
#> "03" "01"
#> JC26_125.2.6_S32_ JC26_126.2_S32_
#> "01" "01"
#> JC26_127.2_S32_ JC26_128.2.7_S32_
#> "01" "02"
#> JC26_129.2_W.7_S32_ JC26_130.2.7_S32_
#> "01" "01"
#> JC26_131.2.7_S32_ JC26_132.2.7_S32_
#> "01" "01"
#> JC26_135.1.7_S32_ JC26_136.1.7_S32_
#> "01" "01"
#> JC26_137.1.8_S32_ JC26_147.8_S32_
#> "01" "01"
#> JC26_139.1.8_S32_ JC26_140.1.8_S32_
#> "01" "01"
#> JC26_141.1_S32_ JC26_142.1_S32_
#> "01" "01"
#> JC26_143.1_W_S32_ JC26_144.1_S32_
#> "02" "01"
#> JC26_134.2.7_S32_ JC26_135.2.7_S32_
#> "01" "01"
#> JC26_136.2.7_S32_ JC26_137.2.8_S32_
#> "01" "01"
#> JC26_140.2.8_S32_ JC26_141.2_S32_
#> "01" "01"
#> JC26_143.2_W_S32_ JC26_144.2_S32_
#> "01" "01"
#> JC27_149.1_W.9_MA_S33_ JC27_151.1.9_MA_S33_
#> "01" "01"
#> JC27_152.1.9_MA_S33_ JC27_153.1.9_MA_S33_
#> "01" "01"
#> JC27_154.1.9_MA_S33_ JC27_155.1.9_MA_S33_
#> "01" "01"
#> JC27_156.1.9_MA_S33_ JC27_157.1_MA_S33_
#> "01" "02"
#> JC27_158.1_MA_S33_ JC27_159.1_MA_S33_
#> "01" "01"
#> JC27_160.1_MA_S33_ JC27_149.2_W.9_MA_S33_
#> "01" "02"
#> JC27_150.2.9_MA_S33_ JC27_151.2_big.9_MA_S33_
#> "01" "01"
#> JC27_152.2.9_MA_S33_ JC27_153.2.9_MA_S33_
#> "01" "03"
#> JC27_154.2.9_MA_S33_ JC27_155.2.9_MA_S33_
#> "01" "01"
#> JC27_156.2.9_MA_S33_ JC27_157.2_MA_S33_
#> "01" "01"
#> JC27_158.2_MA_S33_ JC27_159.2_MA_S33_
#> "01" "02"
#> JC27_160.2_MA_S33_ JC27_162.1_MA_S33_
#> "02" "01"
#> JC27_163.1_MA_S33_ JC27_164.1_MA_S33_
#> "01" "02"
#> JC27_165.1_MA_S33_ JC27_166.1_MA_S33_
#> "01" "01"
#> JC27_167.1_MA_S33_ JC27_168.1_MA_S33_
#> "01" "02"
#> JC27_169.1_MA_S33_ JC27_170.1_MA_S33_
#> "01" "02"
#> JC27_171.1_MA_S33_ JC27_172.1_MA_S33_
#> "01" "02"
#> JC27_161.2_MA_S33_ JC27_162.2_MA_S33_
#> "02" "01"
#> JC27_163.2_MA_S33_ JC27_164.2_MA_S33_
#> "02" "03"
#> JC27_165.2_MA_S33_ JC27_166.2_MA_S33_
#> "01" "01"
#> JC27_167.2_MA_S33_ JC27_168.2_MA_S33_
#> "01" "02"
#> JC27_169.2_MA_S33_ JC27_170.2_MA_S33_
#> "02" "01"
#> JC27_172.2_MA_S33_ JC27_173.1_MA_S33_
#> "02" "01"
#> JC27_174.1_MA_S33_ JC27_175.1_MA_S33_
#> "01" "02"
#> JC27_177.1_big_MA_S33_ JC27_178.1_MA_S33_
#> "01" "02"
#> JC27_180.1_W_MA_S33_ JC27_181.1_MA_S33_
#> "01" "01"
#> JC27_182.1_W_MA_S33_ JC27_183.1_MA_S33_
#> "01" "02"
#> JC27_184.1_MA_S33_ JC27_173.2_big_MA_S33_
#> "02" "01"
#> JC27_174.2_MA_S33_ JC27_175.2_MA_S33_
#> "02" "01"
#> JC27_176.2_W_MA_S33_ JC27_177.2_MA_S33_
#> "01" "01"
#> JC27_178.2_MA_S33_ JC27_179.2_MA_S33_
#> "01" "01"
#> JC27_180.2_W_MA_S33_ JC27_181.2_big_MA_S33_
#> "01" "01"
#> JC27_182.2_W_MA_S33_ JC27_183.2_MA_S33_
#> "01" "01"
#> JC27_184.2_MA_S33_ JC27_185.1_MA_S33_
#> "01" "02"
#> JC27_186.1_MA_S33_ JC27_187.1_MA_S33_
#> "01" "01"
#> JC27_188.1_MA_S33_ JC27_189.1_MA_S33_
#> "01" "01"
#> JC27_190.1_MA_S33_ JC27_191.1_MA_S33_
#> "01" "01"
#> JC27_192.1_W_MA_S33_ JC27_193.1_._big_MA_S33_
#> "02" "01"
#> JC27_193.3_MA_S33_ JC27_195.1_MA_S33_
#> "01" "02"
#> JC27_196.1_MA_S33_ JC27_185.2_MA_S33_
#> "02" "01"
#> JC27_186.2_MA_S33_ JC27_187.2_MA_S33_
#> "01" "02"
#> JC27_188.2_MA_S33_ JC27_189.2_MA_S33_
#> "02" "01"
#> JC27_190.2_MA_S33_ JC27_191.2_MA_S33_
#> "01" "01"
#> JC27_192.2_W_MA_S33_ JC27_193.2_MA_S33_
#> "01" "01"
#> JC27_193.4_MA_S33_ JC27_195.2_MA_S33_
#> "01" "01"
#> JC27_196.2_MA_S33_ JC28_197.1_FE_S33_
#> "01" "01"
#> JC28_198.1_FE_S33_ JC28_200.1.23_FE_S33_
#> "01" "01"
#> JC28_201.1.23_FE_S33_ JC28_202.1_FE_S33_
#> "01" "01"
#> JC28_203.1_FE_S33_ JC28_205.1_FE_S33_
#> "01" "01"
#> JC28_206.1_FE_S33_ JC28_207.1_FE_S33_
#> "01" "01"
#> JC28_208.1_FE_S33_ JC28_197.2_FE_S33_
#> "01" "01"
#> JC28_198.2_big_FE_S33_ JC28_199.2.23_FE_S33_
#> "01" "01"
#> JC28_201.2.23_FE_S33_ JC28_202.2_FE_S33_
#> "01" "01"
#> JC28_203.2_FE_S33_ JC28_204.2_FE_S33_
#> "01" "01"
#> JC28_205.2_FE_S33_ JC28_206.2_FE_S33_
#> "01" "01"
#> JC28_207.2_FE_S33_ JC28_208.2_FE_S33_
#> "01" "01"
#> JC28_210.1_FE_S33_ JC28_211.1_FE_S33_
#> "01" "01"
#> JC28_212.1_FE_S33_ JC28_213.1.26_FE_S33_
#> "02" "01"
#> JC28_214.1.26_FE_S33_ JC28_215.1.26_FE_S33_
#> "01" "01"
#> JC28_216.1.26_FE_S33_ JC28_217.1.26_FE_S33_
#> "01" "03"
#> JC28_218.1_FE_S33_ JC28_220.1_FE_S33_
#> "01" "01"
#> JC28_209.2_FE_S33_ JC28_210.2_FE_S33_
#> "01" "03"
#> JC28_211.2_FE_S33_ JC28_212.2_FE_S33_
#> "02" "02"
#> JC28_214.2.26_FE_S33_ JC28_216.2.26_FE_S33_
#> "02" "01"
#> JC28_217.2.26_FE_S33_ JC28_218.2_FE_S33_
#> "01" "01"
#> JC28_219.2_FE_S33_ JC28_220.2_FE_S33_
#> "02" "02"
#> JC28_222.1_FE_S33_ JC28_223.1_FE_S33_
#> "01" "03"
#> JC28_228.1.29_FE_S33_ JC28_229.1.29_FE_S33_
#> "01" "02"
#> JC28_230.1.29_FE_S33_ JC28_231.1_FE_S33_
#> "02" "01"
#> JC28_232.1_FE_S33_ JC28_221.2_FE_S33_
#> "01" "01"
#> JC28_222.2_FE_S33_ JC28_223.2_FE_S33_
#> "01" "01"
#> JC28_224.2_FE_S33_ JC28_225.2.29_FE_S33_
#> "01" "01"
#> JC28_226.2.29_FE_S33_ JC28_227.2.29_FE_S33_
#> "01" "01"
#> JC28_229.2.29_FE_S33_ JC28_230.2.29_FE_S33_
#> "01" "01"
#> JC28_232.2_FE_S33_ JC28_233.3_T_FE_S33_
#> "01" "03"
#> JC28_235.1_FE_S33_ JC28_236.1_FE_S33_
#> "01" "01"
#> JC28_237.1_FE_S33_ JC28_238.1_FE_S33_
#> "01" "01"
#> JC28_239.1_FE_S33_ JC28_240.1_FE_S33_
#> "01" "01"
#> JC28_241.1_FE_S33_ JC28_242.1_FE_S33_
#> "01" "01"
#> JC28_243.1_FE_S33_ JC28_244.1_FE_S33_
#> "01" "01"
#> JC28_233.2_T_FE_S33_ JC28_234.2_FE_S33_
#> "01" "01"
#> JC28_235.2_FE_S33_ JC28_236.2_FE_S33_
#> "01" "01"
#> JC28_237.2_FE_S33_ JC28_238.2_FE_S33_
#> "01" "01"
#> JC28_239.2_FE_S33_ JC28_240.2_FE_S33_
#> "01" "01"
#> JC28_241.2_FE_S33_ JC28_242.2_FE_S33_
#> "01" "01"
#> JC28_243.2_FE_S33_ JC30_245.1_MA
#> "01" "01"
#> JC30_246.1_MA JC30_247.1_MA
#> "01" "01"
#> JC30_248.1.32_MA JC30_249.1.32_MA
#> "01" "01"
#> JC30_250.1.32_MA JC30_251.1_MA
#> "01" "01"
#> JC30_252.1_T_MA JC30_252.3_T_MA
#> "03" "01"
#> JC30_254.1_MA JC30_255.1_MA
#> "01" "01"
#> JC30_256.1_MA JC30_245.2_MA
#> "01" "01"
#> JC30_246.2_MA JC30_247.2_MA
#> "02" "01"
#> JC30_248.2.32_MA JC30_249.2.32_MA
#> "01" "01"
#> JC30_250.2.32_MA JC30_251.2_MA
#> "01" "01"
#> JC30_252.2_T_MA JC30_254.3_MA
#> "01" "01"
#> JC30_254.2_._MA JC30_255.2_MA
#> "01" "01"
#> JC30_256.2_MA JC30_257.1_MA
#> "01" "01"
#> JC30_258.1.33_MA JC30_259.1_W.33_MA
#> "01" "01"
#> JC30_260.1_W.33_MA JC30_261.1.34_MA
#> "01" "01"
#> JC30_261.3.34_MA JC30_263.1.34_MA
#> "01" "01"
#> JC30_264.1_W.34_MA JC30_265.1_MA
#> "01" "01"
#> JC30_265.3_._big_MA JC30_265.4_MA
#> "01" "01"
#> JC30_268.1_MA JC30_257.2_MA
#> "03" "01"
#> JC30_258.2.33_MA JC30_259.2_W.33_MA
#> "01" "01"
#> JC30_260.2_W.33_MA JC30_261.2_..34_MA
#> "01" "01"
#> JC30_261.4.34_MA JC30_263.2.34_MA
#> "01" "01"
#> JC30_264.2_W.34_MA JC30_265.2_MA
#> "01" "01"
#> JC30_265.5_MA JC30_265.6_MA
#> "01" "01"
#> JC30_268.2_MA JC30_269.1_W_MA
#> "03" "01"
#> JC30_270.1_W_MA JC30_271.1_W_MA
#> "01" "01"
#> JC30_272.1_W_MA JC30_273.1_MA
#> "01" "01"
#> JC30_273.3_MA JC30_275.1_T_MA
#> "01" "01"
#> JC30_276.1_MA JC30_277.1_T_MA
#> "01" "01"
#> JC30_277.3_T_MA JC30_279.1_MA
#> "01" "01"
#> JC30_280.1_MA JC30_269.2_W_MA
#> "01" "01"
#> JC30_270.2_W_MA JC30_271.2_W_MA
#> "01" "01"
#> JC30_272.2_W_MA JC30_273.2_._MA
#> "01" "01"
#> JC30_275.3_T_MA JC30_275.2_T_MA
#> "01" "01"
#> JC30_276.2_MA JC30_277.2_T_MA
#> "01" "01"
#> JC30_279.3_._MA JC30_279.2_MA
#> "01" "01"
#> JC30_280.2_MA JC30_281.1_MA
#> "01" "01"
#> JC30_282.1_MA JC30_283.1_MA
#> "01" "01"
#> JC30_284.1_MA JC30_285.1_MA
#> "01" "01"
#> JC30_286.1_MA JC30_287.1_MA
#> "01" "01"
#> JC30_288.1_._MA JC30_288.3_MA
#> "01" "01"
#> JC30_290.1_MA JC30_291.1_MA
#> "01" "01"
#> JC30_292.1_MA JC30_281.2_MA
#> "01" "01"
#> JC30_282.2_MA JC30_283.2_MA
#> "01" "03"
#> JC30_284.2_MA JC30_285.2_MA
#> "01" "01"
#> JC30_286.2_MA JC30_287.2_MA
#> "01" "01"
#> JC30_288.2_MA JC30_289.2_MA
#> "01" "01"
#> JC30_289.1_MA JC30_291.2_MA
#> "01" "01"
#> JC30_292.2_MA JC32_293.1_W_
#> "01" "01"
#> JC32_294.1.37_ JC32_295.1_T.37_
#> "01" "01"
#> JC32_296.1_T.37_ JC32_296.3_T.37_
#> "01" "01"
#> JC32_298.1.37_ JC32_300.2_..38_
#> "02" "03"
#> JC32_300.3_..38_ JC32_302.1.38_
#> "01" "01"
#> JC32_303.1.38_ JC32_293.2_W_
#> "03" "01"
#> JC32_294.2.37_ JC32_295.2_T_W.37_
#> "01" "01"
#> JC32_296.2_T.37_ JC32_295.3_T_W.37_
#> "01" "01"
#> JC32_298.2_big.37_ JC32_299.2_
#> "01" "01"
#> JC32_300.1_..38_ JC32_300.4_..38_
#> "01" "01"
#> JC32_302.2.38_ JC32_303.2.38_
#> "01" "01"
#> JC32_304.2.39_ JC32_305.1.39_
#> "01" "01"
#> JC32_306.1.39_ JC32_307.1.39_
#> "01" "01"
#> JC32_308.1.40_ JC32_309.1_..40_
#> "01" "01"
#> JC32_309.3.40_ JC32_311.1.40_
#> "01" "01"
#> JC32_312.1.40_ JC32_314.1.41_
#> "01" "01"
#> JC32_315.1_T.41_ JC32_315.3_T.41_
#> "02" "01"
#> JC32_305.2.39_ JC32_306.2.39_
#> "01" "01"
#> JC32_307.2.39_ JC32_308.2.40_
#> "01" "01"
#> JC32_309.2.40_ JC32_309.4.40_
#> "01" "01"
#> JC32_311.2.40_ JC32_312.2.40_
#> "01" "01"
#> JC32_313.2.40_ JC32_314.2.41_
#> "01" "01"
#> JC32_315.2_T.41_ JC32_317.3.41_
#> "01" "01"
#> JC32_317.1.41_ JC32_318.1.41_
#> "01" "01"
#> JC32_319.1.41_ JC32_320.1.41_
#> "01" "01"
#> JC32_321.1.41_ JC32_322.1.41_
#> "01" "02"
#> JC32_323.1.42_ JC32_324.1.42_
#> "02" "01"
#> JC32_325.1_W.42_ JC32_326.1_..42_
#> "01" "01"
#> JC32_326.3.42_ JC32_328.1.43_
#> "01" "01"
#> JC32_317.2_..41_ JC32_318.2.41_
#> "01" "01"
#> JC32_319.2.41_ JC32_320.2.41_
#> "01" "01"
#> JC32_321.2.41_ JC32_322.2.41_
#> "01" "01"
#> JC32_323.2.42_ JC32_324.2.42_
#> "01" "03"
#> JC32_325.2_W.42_ JC32_326.2.42_
#> "01" "01"
#> JC32_327.2.42_ JC32_328.2.43_
#> "01" "01"
#> JC32_329.1.43_ JC32_330.1.43_
#> "03" "03"
#> JC32_331.1.43_ JC32_331.3.43_
#> "01" "01"
#> JC32_333.1.43_ JC32_334.1.44_
#> "01" "01"
#> JC32_335.1.44_ JC32_336.1.44_
#> "01" "01"
#> JC32_337.1.44_ JC32_338.1.44_
#> "01" "01"
#> JC32_338.3_._big.44_ JC32_340.1_T_
#> "03" "01"
#> JC32_329.2.43_ JC32_330.2.43_
#> "01" "02"
#> JC32_331.2.43_ JC32_331.4_._big.43_
#> "01" "01"
#> JC32_333.2.43_ JC32_334.2.44_
#> "01" "01"
#> JC32_335.2.44_ JC32_336.2.44_
#> "02" "01"
#> JC32_337.2.44_ JC32_338.2.44_
#> "01" "01"
#> JC32_340.3_T_ JC32_340.2_T_
#> "02" "01"
#> JC35_437.1.45_MA_S45_ JC35_437.3_._big.45_MA_S45_
#> "01" "01"
#> JC35_437.5.45_MA_S45_ JC35_437.7.45_MA_S45_
#> "01" "01"
#> JC35_441.1.46_MA_S45_ JC35_442.1.46_MA_S45_
#> "01" "01"
#> JC35_443.1.47_MA_S45_ JC35_444.1_T.47_MA_S45_
#> "01" "01"
#> JC35_444.3_T.47_MA_S45_ JC35_446.1.48_MA_S45_
#> "01" "01"
#> JC35_447.1.48_MA_S45_ JC35_448.1.48_MA_S45_
#> "01" "01"
#> JC35_437.2.45_MA_S45_ JC35_437.4.45_MA_S45_
#> "01" "01"
#> JC35_437.6.45_MA_S45_ JC35_437.8.45_MA_S45_
#> "01" "01"
#> JC35_441.2.46_MA_S45_ JC35_442.2.46_MA_S45_
#> "01" "01"
#> JC35_443.2.47_MA_S45_ JC35_444.2_T.47_MA_S45_
#> "01" "01"
#> JC35_451.3_._big.48_MA_S45_ JC35_446.2.48_MA_S45_
#> "01" "01"
#> JC35_447.2.48_MA_S45_ JC35_448.2.48_MA_S45_
#> "01" "01"
#> JC35_449.1.48_MA_S45_ JC35_450.1.48_MA_S45_
#> "01" "01"
#> JC35_451.1.48_MA_S45_ JC35_452.1_adi_MA_S45_
#> "01" "01"
#> JC35_453.1_._MA_S45_ JC35_453.3_MA_S45_
#> "01" "01"
#> JC35_455.1_T_MA_S45_ JC35_456.1.49_MA_S45_
#> "01" "03"
#> JC35_457.1.49_MA_S45_ JC35_458.1.49_MA_S45_
#> "01" "01"
#> JC35_459.1.50_MA_S45_ JC35_460.1.50_MA_S45_
#> "01" "01"
#> JC35_449.2.48_MA_S45_ JC35_450.2.48_MA_S45_
#> "01" "01"
#> JC35_451.2.48_MA_S45_ JC35_445.1_adi_MA_S45_
#> "01" "01"
#> JC35_453.2_MA_S45_ JC35_455.3_T_MA_S45_
#> "01" "01"
#> JC35_455.2_T_MA_S45_ JC35_456.2.49_MA_S45_
#> "02" "03"
#> JC35_457.2.49_MA_S45_ JC35_458.2.49_MA_S45_
#> "03" "03"
#> JC35_459.2.50_MA_S45_ JC35_460.2.50_MA_S45_
#> "01" "01"
#> JC35_461.1_._MA_S45_ JC35_461.4_._MA_S45_
#> "01" "01"
#> JC35_463.1_MA_S45_ JC35_464.1.51_MA_S45_
#> "01" "01"
#> JC35_465.1_T.51_MA_S45_ JC35_465.3_T.51_MA_S45_
#> "01" "01"
#> JC35_467.3_..52_MA_S45_ JC35_467.4_..52_MA_S45_
#> "01" "01"
#> JC35_469.1_T.52_MA_S45_ JC35_470.1_._MA_S45_
#> "02" "01"
#> JC35_470.3_MA_S45_ JC35_472.1_MA_S45_
#> "01" "01"
#> JC35_461.2_._MA_S45_ JC35_461.3_._MA_S45_
#> "01" "03"
#> JC35_463.2_MA_S45_ JC35_464.2.51_MA_S45_
#> "01" "01"
#> JC35_465.2_T.51_MA_S45_ JC35_467.1_..52_MA_S45_
#> "01" "01"
#> JC35_467.2_..52_MA_S45_ JC35_469.3_T.52_MA_S45_
#> "01" "01"
#> JC35_469.2_T.52_MA_S45_ JC35_470.2_MA_S45_
#> "01" "01"
#> JC35_475.3_T_MA_S45_ JC35_484.1_MA_S45_
#> "01" "01"
#> JC35_473.1_MA_S45_ JC35_474.1_MA_S45_
#> "01" "01"
#> JC35_475.1_T_MA_S45_ JC35_476.1_W.53_MA_S45_
#> "01" "01"
#> JC35_477.1.53_MA_S45_ JC35_478.1.53_MA_S45_
#> "01" "01"
#> JC35_479.1_MA_S45_ JC35_480.1_W.54_MA_S45_
#> "01" "01"
#> JC35_481.1.54_MA_S45_ JC35_482.1.55_MA_S45_
#> "01" "01"
#> JC35_483.1_W.55_MA_S45_ JC35_472.2_MA_S45_
#> "01" "01"
#> JC35_473.2_MA_S45_ JC35_474.2_MA_S45_
#> "01" "01"
#> JC35_475.2_T_MA_S45_ JC35_476.2_W.53_MA_S45_
#> "01" "01"
#> JC35_477.2.53_MA_S45_ JC35_478.2.53_MA_S45_
#> "01" "01"
#> JC35_479.2_MA_S45_ JC35_480.2_W.54_MA_S45_
#> "01" "01"
#> JC35_481.2.54_MA_S45_ JC35_482.2.55_MA_S45_
#> "01" "01"
#> JC35_483.2_W.55_MA_S45_ JC35_484.2_MA_S45_
#> "01" "01"
#> JC36_486.1_T.56_MA_S46_ JC36_486.3_T.56_MA_S46_
#> "02" "02"
#> JC36_488.1.56_MA_S46_ JC36_490.4_._W.57_MA_S46_
#> "03" "01"
#> JC36_492.3.57_MA_S46_ JC36_494.1.58_MA_S46_
#> "01" "02"
#> JC36_495.1.58_MA_S46_ JC36_496.1.58_MA_S46_
#> "01" "01"
#> JC36_486.2_T.56_MA_S46_ JC36_488.3_..56_MA_S46_
#> "01" "02"
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#> JC46_878.7.115_FE_S30_ JC46_882.1.116_FE_S30_
#> "01" "02"
#> JC46_883.1.116_FE_S30_ JC46_884.1_FE_S30_
#> "02" "01"
#> JC46_885.1_FE_S30_ JC46_886.1.117_FE_S30_
#> "02" "02"
#> JC46_887.1.117_FE_S30_ JC46_888.1.117_FE_S30_
#> "02" "01"
#> JC46_889.1_FE_S30_ JC46_890.1_FE_S30_
#> "01" "01"
#> JC46_891.1.118_FE_S30_ JC46_892.1_T.118_FE_S30_
#> "01" "01"
#> JC46_878.8.115_FE_S30_ JC46_882.2.116_FE_S30_
#> "01" "02"
#> JC46_883.2.116_FE_S30_ JC46_884.2_FE_S30_
#> "01" "01"
#> JC46_885.2_FE_S30_ JC46_886.2.117_FE_S30_
#> "01" "02"
#> JC46_887.2.117_FE_S30_ JC46_888.2.117_FE_S30_
#> "02" "02"
#> JC46_889.2_FE_S30_ JC46_890.2_FE_S30_
#> "02" "01"
#> JC46_891.2.118_FE_S30_ JC46_892.2_T.118_FE_S30_
#> "02" "01"
#> JC46_892.3_T.118_FE_S30_ JC46_894.1.118_FE_S30_
#> "03" "03"
#> JC46_895.1.118_FE_S30_ JC46_896.1.118_FE_S30_
#> "03" "01"
#> JC46_897.1_emperi_big.118_FE_S30_ JC46_898.1_FE_S30_
#> "02" "01"
#> JC46_899.1_FE_S30_ JC46_900.1.119_FE_S30_
#> "02" "01"
#> JC46_901.1.119_FE_S30_ JC46_902.1_FE_S30_
#> "01" "02"
#> JC46_903.1.120_FE_S30_ JC46_904.1.120_FE_S30_
#> "02" "01"
#> JC46_895.3_..118_FE_S30_ JC46_894.2.118_FE_S30_
#> "02" "01"
#> JC46_895.2.118_FE_S30_ JC46_896.2.118_FE_S30_
#> "01" "02"
#> JC46_897.2.118_FE_S30_ JC46_898.2_FE_S30_
#> "03" "01"
#> JC46_899.2_FE_S30_ JC46_900.2.119_FE_S30_
#> "02" "01"
#> JC46_901.2.119_FE_S30_ JC46_902.2_FE_S30_
#> "01" "02"
#> JC46_903.2.120_FE_S30_ JC46_904.2.120_FE_S30_
#> "02" "02"
#> JC46_905.1.120_FE_S30_ JC46_906.1.120_FE_S30_
#> "01" "01"
#> JC46_906.3.120_FE_S30_ JC46_908.1_T_FE_S30_
#> "02" "01"
#> JC46_909.1.121_FE_S30_ JC46_910.1.121_FE_S30_
#> "02" "02"
#> JC46_911.1.121_FE_S30_ JC46_912.3_..121_FE_S30_
#> "02" "02"
#> JC46_913.1_FE_S30_ JC46_914.1_FE_S30_
#> "01" "01"
#> JC46_915.1_FE_S30_ JC46_916.1_FE_S30_
#> "01" "01"
#> JC46_905.2.120_FE_S30_ JC46_906.2_..120_FE_S30_
#> "03" "01"
#> JC46_908.3_T_FE_S30_ JC46_908.2_T_FE_S30_
#> "01" "01"
#> JC46_909.2.121_FE_S30_ JC46_910.2.121_FE_S30_
#> "02" "01"
#> JC46_911.2.121_FE_S30_ JC46_912.4.121_FE_S30_
#> "02" "02"
#> JC46_913.2_FE_S30_ JC46_914.2_FE_S30_
#> "01" "02"
#> JC46_915.2_FE_S30_ JC46_916.2_FE_S30_
#> "01" "03"
#> JC48P4_917_HSC_FE_S8_ JC48P4_918_HSC_FE_S8_
#> "03" "03"
#> JC48P4_919_HSC_FE_S8_ JC48P4_920_HSC_FE_S8_
#> "03" "03"
#> JC48P4_921_HSC_FE_S8_ JC48P4_922_HSC_FE_S8_
#> "03" "03"
#> JC48P4_923_HSC_FE_S8_ JC48P4_924_HSC_FE_S8_
#> "03" "03"
#> JC48P4_925_HSC_FE_S8_ JC48P4_926_HSC_FE_S8_
#> "03" "03"
#> JC48P4_927_HSC_FE_S8_ JC48P4_928_HSC_FE_S8_
#> "03" "03"
#> JC48P4_929_HSC_FE_S8_ JC48P4_930_HSC_FE_S8_
#> "03" "03"
#> JC48P4_931_HSC_FE_S8_ JC48P4_932_HSC_FE_S8_
#> "03" "03"
#> JC48P4_933_HSC_FE_S8_ JC48P4_934_HSC_FE_S8_
#> "03" "03"
#> JC48P4_935_HSC_FE_S8_ JC48P4_936_HSC_FE_S8_
#> "03" "03"
#> JC48P4_937_HSC_FE_S8_ JC48P4_938_HSC_FE_S8_
#> "03" "01"
#> JC48P4_939_HSC_FE_S8_ JC48P4_940_HSC_FE_S8_
#> "02" "02"
#> JC48P4_941_HSC_FE_S8_ JC48P4_942_HSC_FE_S8_
#> "03" "03"
#> JC48P4_943_HSC_FE_S8_ JC48P4_944_HSC_FE_S8_
#> "02" "02"
#> JC48P4_945_HSC_FE_S8_ JC48P4_946_HSC_FE_S8_
#> "03" "03"
#> JC48P4_947_HSC_FE_S8_ JC48P4_948_HSC_FE_S8_
#> "03" "03"
#> JC48P4_949_HSC_FE_S8_ JC48P4_950_HSC_FE_S8_
#> "03" "03"
#> JC48P4_951_HSC_FE_S8_ JC48P4_952_HSC_FE_S8_
#> "03" "03"
#> JC48P4_953_HSC_FE_S8_ JC48P4_954_HSC_FE_S8_
#> "03" "03"
#> JC48P4_955_HSC_FE_S8_ JC48P4_956_HSC_FE_S8_
#> "03" "03"
#> JC48P4_957_HSC_FE_S8_ JC48P4_958_HSC_FE_S8_
#> "03" "03"
#> JC48P4_959_HSC_FE_S8_ JC48P4_960_HSC_FE_S8_
#> "03" "03"
#> JC48P4_961_HSC_FE_S8_ JC48P4_962_HSC_FE_S8_
#> "03" "02"
#> JC48P4_963_HSC_FE_S8_ JC48P4_964_HSC_FE_S8_
#> "02" "02"
#> JC48P4_965_HSC_FE_S8_ JC48P4_966_HSC_FE_S8_
#> "03" "03"
#> JC48P4_967_HSC_FE_S8_ JC48P4_968_HSC_FE_S8_
#> "03" "03"
#> JC48P4_969_HSC_FE_S8_ JC48P4_970_HSC_FE_S8_
#> "02" "03"
#> JC48P4_971_HSC_FE_S8_ JC48P4_972_HSC_FE_S8_
#> "03" "02"
#> JC48P4_973_HSC_FE_S8_ JC48P4_974_HSC_FE_S8_
#> "03" "03"
#> JC48P4_975_HSC_FE_S8_ JC48P4_976_HSC_FE_S8_
#> "03" "03"
#> JC48P4_977_HSC_FE_S8_ JC48P4_978_HSC_FE_S8_
#> "02" "03"
#> JC48P4_979_HSC_FE_S8_ JC48P4_980_HSC_FE_S8_
#> "03" "03"
#> JC48P4_981_HSC_FE_S8_ JC48P4_982_HSC_FE_S8_
#> "02" "03"
#> JC48P4_983_HSC_FE_S8_ JC48P4_984_HSC_FE_S8_
#> "03" "03"
#> JC48P4_985_HSC_FE_S8_ JC48P4_986_HSC_FE_S8_
#> "03" "02"
#> JC48P4_987_HSC_FE_S8_ JC48P4_988_HSC_FE_S8_
#> "03" "03"
#> JC48P4_989_HSC_FE_S8_ JC48P4_990_HSC_FE_S8_
#> "03" "03"
#> JC48P4_991_HSC_FE_S8_ JC48P4_992_HSC_FE_S8_
#> "03" "03"
#> JC48P4_993_HSC_FE_S8_ JC48P4_994_HSC_FE_S8_
#> "03" "02"
#> JC48P4_995_HSC_FE_S8_ JC48P4_996_HSC_FE_S8_
#> "03" "03"
#> JC48P4_997_HSC_FE_S8_ JC48P4_998_HSC_FE_S8_
#> "03" "02"
#> JC48P4_999_HSC_FE_S8_ JC48P4_1000_HSC_FE_S8_
#> "03" "02"
#> JC48P4_1001_HSC_FE_S8_ JC48P4_1002_HSC_FE_S8_
#> "03" "01"
#> JC48P4_1004_HSC_FE_S8_ JC48P4_1005_HSC_FE_S8_
#> "03" "03"
#> JC48P4_1006_HSC_FE_S8_ JC48P4_1007_HSC_FE_S8_
#> "03" "03"
#> JC48P4_1008_HSC_FE_S8_ JC48P4_1009_HSC_FE_S8_
#> "02" "02"
#> JC48P4_1010_HSC_FE_S8_ JC48P4_1011_HSC_FE_S8_
#> "02" "03"
#> JC48P4_1012_HSC_FE_S8_ JC48P7_1013_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1014_HSC_FE_S8_ JC48P7_1015_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1016_HSC_FE_S8_ JC48P7_1017_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1018_HSC_FE_S8_ JC48P7_1019_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1020_HSC_FE_S8_ JC48P7_1022_HSC_FE_S8_
#> "02" "03"
#> JC48P7_1023_HSC_FE_S8_ JC48P7_1024_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1025_HSC_FE_S8_ JC48P7_1026_HSC_FE_S8_
#> "03" "01"
#> JC48P7_1027_HSC_FE_S8_ JC48P7_1028_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1029_HSC_FE_S8_ JC48P7_1030_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1031_HSC_FE_S8_ JC48P7_1032_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1033_HSC_FE_S8_ JC48P7_1034_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1035_HSC_FE_S8_ JC48P7_1036_HSC_FE_S8_
#> "03" "01"
#> JC48P7_1037_HSC_FE_S8_ JC48P7_1038_HSC_FE_S8_
#> "03" "02"
#> JC48P7_1039_HSC_FE_S8_ JC48P7_1040_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1041_HSC_FE_S8_ JC48P7_1042_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1043_HSC_FE_S8_ JC48P7_1044_HSC_FE_S8_
#> "01" "03"
#> JC48P7_1045_HSC_FE_S8_ JC48P7_1046_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1047_HSC_FE_S8_ JC48P7_1048_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1049_HSC_FE_S8_ JC48P7_1050_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1051_HSC_FE_S8_ JC48P7_1052_HSC_FE_S8_
#> "02" "03"
#> JC48P7_1053_HSC_FE_S8_ JC48P7_1054_HSC_FE_S8_
#> "03" "02"
#> JC48P7_1055_HSC_FE_S8_ JC48P7_1056_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1057_HSC_FE_S8_ JC48P7_1058_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1059_HSC_FE_S8_ JC48P7_1060_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1061_HSC_FE_S8_ JC48P7_1062_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1063_HSC_FE_S8_ JC48P7_1064_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1065_HSC_FE_S8_ JC48P7_1066_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1067_HSC_FE_S8_ JC48P7_1068_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1070_HSC_FE_S8_ JC48P7_1071_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1072_HSC_FE_S8_ JC48P7_1073_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1074_HSC_FE_S8_ JC48P7_1075_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1076_HSC_FE_S8_ JC48P7_1077_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1078_HSC_FE_S8_ JC48P7_1079_HSC_FE_S8_
#> "01" "03"
#> JC48P7_1080_HSC_FE_S8_ JC48P7_1081_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1082_HSC_FE_S8_ JC48P7_1083_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1084_HSC_FE_S8_ JC48P7_1085_HSC_FE_S8_
#> "02" "01"
#> JC48P7_1086_HSC_FE_S8_ JC48P7_1087_HSC_FE_S8_
#> "02" "03"
#> JC48P7_1088_HSC_FE_S8_ JC48P7_1089_HSC_FE_S8_
#> "03" "02"
#> JC48P7_1090_HSC_FE_S8_ JC48P7_1091_HSC_FE_S8_
#> "03" "02"
#> JC48P7_1092_HSC_FE_S8_ JC48P7_1093_HSC_FE_S8_
#> "02" "02"
#> JC48P7_1094_HSC_FE_S8_ JC48P7_1095_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1096_HSC_FE_S8_ JC48P7_1097_HSC_FE_S8_
#> "01" "03"
#> JC48P7_1098_HSC_FE_S8_ JC48P7_1099_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1100_HSC_FE_S8_ JC48P7_1101_HSC_FE_S8_
#> "02" "03"
#> JC48P7_1102_HSC_FE_S8_ JC48P7_1103_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1104_HSC_FE_S8_ JC48P7_1105_HSC_FE_S8_
#> "02" "03"
#> JC48P7_1106_HSC_FE_S8_ JC48P7_1107_HSC_FE_S8_
#> "03" "03"
#> JC48P7_1108_HSC_FE_S8_ JC48P6_1109_HSC_FE_S8_
#> "02" "03"
#> JC48P6_1110_HSC_FE_S8_ JC48P6_1111_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1112_HSC_FE_S8_ JC48P6_1113_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1114_HSC_FE_S8_ JC48P6_1115_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1116_HSC_FE_S8_ JC48P6_1117_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1118_HSC_FE_S8_ JC48P6_1119_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1120_HSC_FE_S8_ JC48P6_1121_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1122_HSC_FE_S8_ JC48P6_1123_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1124_HSC_FE_S8_ JC48P6_1125_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1126_HSC_FE_S8_ JC48P6_1127_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1128_HSC_FE_S8_ JC48P6_1129_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1130_HSC_FE_S8_ JC48P6_1131_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1132_HSC_FE_S8_ JC48P6_1133_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1134_HSC_FE_S8_ JC48P6_1135_HSC_FE_S8_
#> "03" "02"
#> JC48P6_1136_HSC_FE_S8_ JC48P6_1137_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1138_HSC_FE_S8_ JC48P6_1139_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1140_HSC_FE_S8_ JC48P6_1141_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1142_HSC_FE_S8_ JC48P6_1143_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1144_HSC_FE_S8_ JC48P6_1145_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1146_HSC_FE_S8_ JC48P6_1147_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1148_HSC_FE_S8_ JC48P6_1149_HSC_FE_S8_
#> "02" "03"
#> JC48P6_1150_HSC_FE_S8_ JC48P6_1151_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1152_HSC_FE_S8_ JC48P6_1153_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1154_HSC_FE_S8_ JC48P6_1155_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1156_HSC_FE_S8_ JC48P6_1157_HSC_FE_S8_
#> "02" "03"
#> JC48P6_1158_HSC_FE_S8_ JC48P6_1159_HSC_FE_S8_
#> "03" "02"
#> JC48P6_1160_HSC_FE_S8_ JC48P6_1161_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1162_HSC_FE_S8_ JC48P6_1163_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1164_HSC_FE_S8_ JC48P6_1165_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1166_HSC_FE_S8_ JC48P6_1167_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1168_HSC_FE_S8_ JC48P6_1169_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1170_HSC_FE_S8_ JC48P6_1171_HSC_FE_S8_
#> "02" "03"
#> JC48P6_1172_HSC_FE_S8_ JC48P6_1173_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1174_HSC_FE_S8_ JC48P6_1175_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1176_HSC_FE_S8_ JC48P6_1177_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1178_HSC_FE_S8_ JC48P6_1179_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1180_HSC_FE_S8_ JC48P6_1181_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1182_HSC_FE_S8_ JC48P6_1183_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1184_HSC_FE_S8_ JC48P6_1185_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1186_HSC_FE_S8_ JC48P6_1187_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1188_HSC_FE_S8_ JC48P6_1189_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1190_HSC_FE_S8_ JC48P6_1191_HSC_FE_S8_
#> "01" "03"
#> JC48P6_1192_HSC_FE_S8_ JC48P6_1193_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1194_HSC_FE_S8_ JC48P6_1195_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1196_HSC_FE_S8_ JC48P6_1197_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1198_HSC_FE_S8_ JC48P6_1199_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1200_HSC_FE_S8_ JC48P6_1201_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1202_HSC_FE_S8_ JC48P6_1203_HSC_FE_S8_
#> "03" "03"
#> JC48P6_1204_HSC_FE_S8_
#> "03"
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 = 372),
method = "UMAP", top_value_method = "SD", top_n = 500, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 372),
method = "UMAP", top_value_method = "ATC", top_n = 500, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 412),
method = "UMAP", top_value_method = "SD", top_n = 500, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 412),
method = "UMAP", top_value_method = "ATC", top_n = 500, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 445),
method = "UMAP", top_value_method = "SD", top_n = 500, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 445),
method = "UMAP", top_value_method = "ATC", top_n = 500, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 752),
method = "UMAP", top_value_method = "SD", top_n = 500, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 752),
method = "UMAP", top_value_method = "ATC", top_n = 500, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 805),
method = "UMAP", top_value_method = "SD", top_n = 500, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 805),
method = "UMAP", top_value_method = "ATC", top_n = 500, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1031),
method = "UMAP", top_value_method = "SD", top_n = 500, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 1031),
method = "UMAP", top_value_method = "ATC", top_n = 500, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 2187),
method = "UMAP", top_value_method = "SD", top_n = 500, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 2187),
method = "UMAP", top_value_method = "ATC", top_n = 500, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 2813),
method = "UMAP", top_value_method = "SD", top_n = 500, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 2813),
method = "UMAP", top_value_method = "ATC", top_n = 500, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 3836),
method = "UMAP", top_value_method = "SD", top_n = 500, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 3836),
method = "UMAP", top_value_method = "ATC", top_n = 500, scale_rows = TRUE)
par(mfrow = c(1, 2))
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 4133),
method = "UMAP", top_value_method = "SD", top_n = 500, scale_rows = FALSE)
dimension_reduction(res_rh, merge_node = merge_node_param(min_n_signatures = 4133),
method = "UMAP", top_value_method = "ATC", top_n = 500, 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 = 372))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 412))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 445))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 752))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 805))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 1031))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 2187))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 2813))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 3836))
get_signatures(res_rh, merge_node = merge_node_param(min_n_signatures = 4133))
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 = 372))
#> sample
#> class 0
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 412))
#> sample
#> class 0
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 445))
#> sample
#> class 0
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 752))
#> sample
#> class 0
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 805))
#> sample
#> class 0
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 1031))
#> sample
#> class 0
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 2187))
#> sample
#> class 0
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 2813))
#> sample
#> class 2.04e-231
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 3836))
#> sample
#> class 1.64e-228
test_to_known_factors(res_rh, merge_node = merge_node_param(min_n_signatures = 4133))
#> sample
#> class 3.48e-228
Child nodes: Node01 , Node02 , Node03 .
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 4434 rows and 500 columns, randomly sampled from 1915 columns.
#> Top rows (413) 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 0.985 0.994 0.481 0.519 0.519
#> 3 3 0.948 0.962 0.968 0.176 0.903 0.816
#> 4 4 0.856 0.862 0.936 0.114 0.932 0.845
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
#> JC4_349_HSC_FE_S13_ 1 0.000
#> JC4_350_HSC_FE_S13_ 1 0.000
#> JC4_351_HSC_FE_S13_ 1 0.000
#> JC4_352_HSC_FE_S13_ 1 0.000
#> JC4_353_HSC_FE_S13_ 1 0.000
#> JC4_354_HSC_FE_S13_ 1 0.000
#> JC4_355_HSC_FE_S13_ 1 0.000
#> JC4_356_HSC_FE_S13_ 1 0.000
#> JC4_357_HSC_FE_S13_ 1 0.000
#> JC4_358_HSC_FE_S13_ 1 0.000
#> JC4_359_HSC_FE_S13_ 1 0.000
#> JC4_360_HSC_FE_S13_ 1 1.000
#> JC4_361_HSC_FE_S13_ 1 0.000
#> JC4_362_HSC_FE_S13_ 1 0.000
#> JC4_363_HSC_FE_S13_ 1 1.000
#> JC4_364_HSC_FE_S13_ 1 0.000
#> JC4_365_HSC_FE_S13_ 1 0.000
#> JC4_366_HSC_FE_S13_ 1 1.000
#> JC4_368_HSC_FE_S13_ 1 0.000
#> JC4_369_HSC_FE_S13_ 1 0.000
#> JC4_371_HSC_FE_S13_ 1 0.000
#> JC4_372_HSC_FE_S13_ 1 0.000
#> JC4_373_HSC_FE_S13_ 1 1.000
#> JC4_374_HSC_FE_S13_ 1 0.000
#> JC4_375_HSC_FE_S13_ 1 0.000
#> JC4_376_HSC_FE_S13_ 1 0.000
#> JC4_377_HSC_FE_S13_ 1 0.000
#> JC4_378_HSC_FE_S13_ 1 0.000
#> JC4_379_HSC_FE_S13_ 1 0.000
#> JC4_380_HSC_FE_S13_ 1 0.000
#> JC4_382_HSC_FE_S13_ 1 0.000
#> JC4_383_HSC_FE_S13_ 1 0.000
#> JC4_384_HSC_FE_S13_ 1 1.000
#> JC4_385_HSC_FE_S13_ 1 0.000
#> JC4_386_HSC_FE_S13_ 1 0.000
#> JC4_387_HSC_FE_S13_ 1 0.000
#> JC4_388_HSC_FE_S13_ 1 0.000
#> JC4_389_HSC_FE_S13_ 1 0.000
#> JC4_390_HSC_FE_S13_ 1 0.249
#> JC4_391_HSC_FE_S13_ 1 0.000
#> JC4_392_HSC_FE_S13_ 1 0.000
#> JC4_393_HSC_FE_S13_ 1 0.000
#> JC4_394_HSC_FE_S13_ 1 0.000
#> JC4_395_HSC_FE_S13_ 1 0.000
#> JC4_397_HSC_FE_S13_ 1 1.000
#> JC4_398_HSC_FE_S13_ 1 0.000
#> JC4_399_HSC_FE_S13_ 1 1.000
#> JC4_400_HSC_FE_S13_ 2 0.000
#> JC4_401_HSC_FE_S13_ 1 0.000
#> JC4_402_HSC_FE_S13_ 1 0.000
#> JC4_403_HSC_FE_S13_ 1 0.000
#> JC4_404_HSC_FE_S13_ 1 0.000
#> JC4_405_HSC_FE_S13_ 1 0.000
#> JC4_406_HSC_FE_S13_ 1 0.000
#> JC4_407_HSC_FE_S13_ 1 0.000
#> JC4_408_HSC_FE_S13_ 1 0.000
#> JC4_409_HSC_FE_S13_ 1 0.000
#> JC4_410_HSC_FE_S13_ 1 0.000
#> JC4_411_HSC_FE_S13_ 1 0.000
#> JC4_412_HSC_FE_S13_ 1 0.000
#> JC4_413_HSC_FE_S13_ 1 0.000
#> JC4_414_HSC_FE_S13_ 1 0.000
#> JC4_415_HSC_FE_S13_ 1 0.000
#> JC4_416_HSC_FE_S13_ 1 0.000
#> JC4_417_HSC_FE_S13_ 1 0.000
#> JC4_418_HSC_FE_S13_ 1 0.000
#> JC4_419_HSC_FE_S13_ 1 0.000
#> JC4_420_HSC_FE_S13_ 1 0.000
#> JC4_421_HSC_FE_S13_ 1 0.000
#> JC4_422_HSC_FE_S13_ 1 0.000
#> JC4_423_HSC_FE_S13_ 1 0.000
#> JC4_424_HSC_FE_S13_ 1 0.000
#> JC4_425_HSC_FE_S13_ 1 0.000
#> JC4_426_HSC_FE_S13_ 1 0.000
#> JC4_427_HSC_FE_S13_ 1 0.000
#> JC4_428_HSC_FE_S13_ 1 0.000
#> JC4_429_HSC_FE_S13_ 1 0.000
#> JC4_430_HSC_FE_S13_ 1 0.000
#> JC4_431_HSC_FE_S13_ 1 0.000
#> JC4_432_HSC_FE_S13_ 1 0.000
#> JC4_433_HSC_FE_S13_ 1 0.000
#> JC4_434_HSC_FE_S13_ 1 0.000
#> JC4_435_HSC_FE_S13_ 1 0.000
#> JC4_436_HSC_FE_S13_ 1 0.000
#> JC20_1.1_FE_S25_ 1 0.000
#> JC20_2.1_FE_S25_ 1 0.000
#> JC20_3.1_FE_S25_ 1 0.000
#> JC20_4.1_FE_S25_ 1 0.000
#> JC20_5.1_FE_S25_ 1 0.000
#> JC20_6.1_FE_S25_ 1 0.000
#> JC20_7.1_FE_S25_ 1 0.000
#> JC20_8.1_FE_S25_ 1 0.000
#> JC20_9.1_FE_S25_ 1 0.000
#> JC20_10.1_FE_S25_ 1 0.000
#> JC20_11.1_FE_S25_ 1 0.000
#> JC20_12.1_FE_S25_ 1 0.000
#> JC20_1.2_FE_S25_ 1 0.000
#> JC20_2.2_FE_S25_ 1 0.000
#> JC20_3.2_FE_S25_ 1 0.000
#> JC20_4.2_FE_S25_ 1 0.000
#> JC20_5.2_FE_S25_ 2 0.000
#> JC20_6.2_FE_S25_ 1 0.000
#> JC20_7.2_FE_S25_ 1 0.000
#> JC20_8.2_FE_S25_ 1 0.000
#> JC20_9.2_FE_S25_ 1 0.000
#> JC20_10.2_FE_S25_ 1 0.000
#> JC20_11.2_FE_S25_ 1 0.000
#> JC20_12.2_FE_S25_ 1 0.000
#> JC20_13.1_FE_S25_ 1 0.000
#> JC20_14.1_FE_S25_ 1 0.000
#> JC20_15.1_FE_S25_ 1 0.000
#> JC20_16.1_FE_S25_ 1 0.000
#> JC20_17.1_FE_S25_ 1 0.000
#> JC20_18.1_FE_S25_ 1 0.498
#> JC20_19.1_FE_S25_ 1 0.000
#> JC20_20.1_FE_S25_ 1 0.000
#> JC20_21.1_FE_S25_ 1 0.000
#> JC20_22.1_FE_S25_ 1 0.000
#> JC20_23.1_FE_S25_ 1 0.747
#> JC20_24.1_FE_S25_ 1 0.000
#> JC20_13.2_FE_S25_ 1 0.000
#> JC20_14.2_FE_S25_ 1 0.000
#> JC20_15.2_FE_S25_ 1 0.000
#> JC20_16.2_FE_S25_ 1 0.000
#> JC20_17.2_FE_S25_ 1 0.000
#> JC20_18.2_FE_S25_ 1 0.000
#> JC20_19.2_FE_S25_ 1 0.000
#> JC20_20.2_FE_S25_ 1 0.000
#> JC20_21.2_FE_S25_ 1 0.000
#> JC20_22.2_big_FE_S25_ 1 0.000
#> JC20_23.2_FE_S25_ 1 0.000
#> JC20_24.2_FE_S25_ 1 0.000
#> JC20_25.1_FE_S25_ 1 0.000
#> JC20_26.1_FE_S25_ 1 0.000
#> JC20_27.1_FE_S25_ 1 0.000
#> JC20_29.1_FE_S25_ 2 0.000
#> JC20_33.1_FE_S25_ 1 0.000
#> JC20_34.1_FE_S25_ 1 0.000
#> JC20_36.1_FE_S25_ 1 0.000
#> JC20_25.2_FE_S25_ 1 0.000
#> JC20_26.2_FE_S25_ 1 0.000
#> JC20_27.2_FE_S25_ 1 0.000
#> JC20_28.2_FE_S25_ 1 0.000
#> JC20_29.2_FE_S25_ 1 0.000
#> JC20_30.2_FE_S25_ 1 0.000
#> JC20_31.2_FE_S25_ 1 0.000
#> JC20_33.2_FE_S25_ 1 0.000
#> JC20_34.2_FE_S25_ 1 0.000
#> JC20_35.2_FE_S25_ 1 0.000
#> JC20_36.2_FE_S25_ 1 0.000
#> JC20_37.1_FE_S25_ 1 0.000
#> JC20_39.1_FE_S25_ 1 0.000
#> JC20_41.1_FE_S25_ 1 0.000
#> JC20_42.1.1_FE_S25_ 1 0.000
#> JC20_43.1.1_FE_S25_ 1 0.000
#> JC20_44.1.1_FE_S25_ 1 0.000
#> JC20_45.1.2_FE_S25_ 1 0.000
#> JC20_46.1.2_FE_S25_ 1 0.000
#> JC20_48.1.2_FE_S25_ 1 0.000
#> JC20_37.2_FE_S25_ 1 0.000
#> JC20_38.2_FE_S25_ 1 0.000
#> JC20_39.2_FE_S25_ 1 0.000
#> JC20_40.2_FE_S25_ 1 0.000
#> JC20_41.2_FE_S25_ 1 0.000
#> JC20_42.2.1_FE_S25_ 1 0.000
#> JC20_43.2.1_FE_S25_ 1 1.000
#> JC20_44.2.1_FE_S25_ 1 0.000
#> JC20_45.2.2_FE_S25_ 1 0.000
#> JC20_46.2.2_FE_S25_ 1 1.000
#> JC20_47.2.2_FE_S25_ 2 0.000
#> JC20_48.2.2_FE_S25_ 1 0.000
#> JC21_49.1_FE_S25_ 1 0.000
#> JC21_50.1_FE_S25_ 1 0.000
#> JC21_51.1_FE_S25_ 2 0.000
#> JC21_52.1_FE_S25_ 1 0.000
#> JC21_53.1_FE_S25_ 1 0.000
#> JC21_54.1_FE_S25_ 1 0.000
#> JC21_55.1_FE_S25_ 1 0.000
#> JC21_56.1_FE_S25_ 1 0.000
#> JC21_57.1_FE_S25_ 1 0.000
#> JC21_58.1_FE_S25_ 1 0.000
#> JC21_59.1_FE_S25_ 1 0.000
#> JC21_60.1_FE_S25_ 1 0.000
#> JC21_49.2_FE_S25_ 1 0.000
#> JC21_50.2_FE_S25_ 1 0.000
#> JC21_51.2_FE_S25_ 2 1.000
#> JC21_52.2_FE_S25_ 1 0.000
#> JC21_53.2_FE_S25_ 1 0.000
#> JC21_54.2_FE_S25_ 1 0.000
#> JC21_55.2_FE_S25_ 1 0.000
#> JC21_56.2_FE_S25_ 2 0.000
#> JC21_57.2_FE_S25_ 1 0.000
#> JC21_58.2_FE_S25_ 1 0.000
#> JC21_59.2_FE_S25_ 1 0.000
#> JC21_60.2_FE_S25_ 2 0.000
#> JC21_61.1_FE_S25_ 1 0.000
#> JC21_62.1_FE_S25_ 1 0.000
#> JC21_63.1_FE_S25_ 1 0.000
#> JC21_64.1_FE_S25_ 1 0.000
#> JC21_65.1_FE_S25_ 1 0.000
#> JC21_66.1_FE_S25_ 1 0.000
#> JC21_67.1_FE_S25_ 1 0.000
#> JC21_68.1_FE_S25_ 1 0.000
#> JC21_69.1_FE_S25_ 2 0.000
#> JC21_70.1_FE_S25_ 1 0.000
#> JC21_71.1_FE_S25_ 1 1.000
#> JC21_72.1_FE_S25_ 1 0.000
#> JC21_61.2_FE_S25_ 1 0.000
#> JC21_62.2_FE_S25_ 1 0.000
#> JC21_63.2_FE_S25_ 1 0.000
#> JC21_64.2_FE_S25_ 1 0.000
#> JC21_65.2_FE_S25_ 1 0.000
#> JC21_66.2_FE_S25_ 2 0.000
#> JC21_67.2_FE_S25_ 1 1.000
#> JC21_68.2_FE_S25_ 1 1.000
#> JC21_69.2_FE_S25_ 1 0.000
#> JC21_70.2_FE_S25_ 1 0.000
#> JC21_71.2_FE_S25_ 1 0.000
#> JC21_72.2_FE_S25_ 1 0.000
#> JC21_73.1_FE_S25_ 1 0.000
#> JC21_74.1_FE_S25_ 1 1.000
#> JC21_75.1_FE_S25_ 1 0.000
#> JC21_76.1_FE_S25_ 2 0.502
#> JC21_77.1_FE_S25_ 1 0.000
#> JC21_78.1_FE_S25_ 1 0.000
#> JC21_79.1_FE_S25_ 1 0.000
#> JC21_80.1_FE_S25_ 1 0.000
#> JC21_81.1_FE_S25_ 1 1.000
#> JC21_82.1_FE_S25_ 1 0.000
#> JC21_83.1_FE_S25_ 2 0.000
#> JC21_84.1_FE_S25_ 2 0.000
#> JC21_73.2_FE_S25_ 1 0.502
#> JC21_74.2_FE_S25_ 1 0.000
#> JC21_75.2_FE_S25_ 1 0.000
#> JC21_76.2_FE_S25_ 2 0.000
#> JC21_77.2_FE_S25_ 1 0.000
#> JC21_78.2_FE_S25_ 1 0.000
#> JC21_79.2_FE_S25_ 1 0.000
#> JC21_80.2_FE_S25_ 1 1.000
#> JC21_81.2_FE_S25_ 1 0.000
#> JC21_82.2_FE_S25_ 1 0.000
#> JC21_83.2_FE_S25_ 1 0.000
#> JC21_84.2_FE_S25_ 1 0.000
#> JC21_85.1_FE_S25_ 1 0.000
#> JC21_86.1_FE_S25_ 1 0.000
#> JC21_87.1_FE_S25_ 1 0.000
#> JC21_88.1_FE_S25_ 1 0.000
#> JC21_89.1_FE_S25_ 1 0.000
#> JC21_90.1_FE_S25_ 1 0.000
#> JC21_91.1_FE_S25_ 1 0.000
#> JC21_92.1_FE_S25_ 1 0.000
#> JC21_93.1_FE_S25_ 1 0.000
#> JC21_94.1_FE_S25_ 1 0.000
#> JC21_95.1_FE_S25_ 1 0.000
#> JC21_96.1_FE_S25_ 1 0.000
#> JC21_85.2_FE_S25_ 1 0.000
#> JC21_86.2_FE_S25_ 1 0.000
#> JC21_87.2_FE_S25_ 1 0.000
#> JC21_88.2_FE_S25_ 1 0.000
#> JC21_89.2_FE_S25_ 1 0.000
#> JC21_90.2_FE_S25_ 1 0.000
#> JC21_91.2_FE_S25_ 1 0.000
#> JC21_92.2_FE_S25_ 1 0.000
#> JC21_93.2_FE_S25_ 1 0.000
#> JC21_94.2_FE_S25_ 1 0.000
#> JC21_95.2_FE_S25_ 1 0.000
#> JC21_96.2_FE_S25_ 1 0.000
#> JC26_98.1_S32_ 1 0.000
#> JC26_99.1_S32_ 1 1.000
#> JC26_100.1_W_S32_ 2 0.249
#> JC26_101.1_S32_ 2 0.249
#> JC26_102.1_S32_ 1 0.000
#> JC26_103.1_S32_ 1 1.000
#> JC26_104.1_S32_ 1 0.502
#> JC26_106.1.3_S32_ 1 0.000
#> JC26_108.1.3_S32_ 1 0.000
#> JC26_146_S32_ 1 1.000
#> JC26_98.2_S32_ 1 0.000
#> JC26_99.2_S32_ 2 0.000
#> JC26_100.2_W_S32_ 2 1.000
#> JC26_101.2_S32_ 1 0.000
#> JC26_102.2_S32_ 1 0.000
#> JC26_103.2_S32_ 1 0.249
#> JC26_104.2_S32_ 2 0.249
#> JC26_105.2.3_S32_ 1 0.000
#> JC26_106.2.3_S32_ 1 0.000
#> JC26_107.2.3_S32_ 1 0.000
#> JC26_108.2.3_S32_ 1 0.498
#> JC26_109.1.3_S32_ 1 1.000
#> JC26_110.1.4_S32_ 1 0.000
#> JC26_111.1.4_S32_ 1 0.000
#> JC26_112.1.4_S32_ 1 0.000
#> JC26_113.1.4_S32_ 1 0.249
#> JC26_114.1_S32_ 1 0.000
#> JC26_115.1.5_S32_ 1 0.498
#> JC26_116.1.5_S32_ 1 1.000
#> JC26_117.1.5_S32_ 1 0.000
#> JC26_118.1_S32_ 2 0.000
#> JC26_119.1_W.6_S32_ 1 0.502
#> JC26_120.1.6_S32_ 1 1.000
#> JC26_109.2.3_S32_ 2 0.000
#> JC26_110.2.4_S32_ 1 0.000
#> JC26_111.2.4_S32_ 2 1.000
#> JC26_112.2.4_S32_ 1 0.000
#> JC26_113.2.4_S32_ 1 0.751
#> JC26_114.2_S32_ 1 0.000
#> JC26_115.2.5_S32_ 1 0.751
#> JC26_116.2.5_S32_ 2 1.000
#> JC26_117.2.5_S32_ 1 0.000
#> JC26_118.2_S32_ 1 0.000
#> JC26_119.2_W.6_S32_ 2 0.000
#> JC26_120.2.6_S32_ 1 0.000
#> JC26_121.1.6_S32_ 2 0.498
#> JC26_122.1.6_S32_ 1 0.000
#> JC26_123.1.6_S32_ 1 0.000
#> JC26_125.1.6_S32_ 2 0.000
#> JC26_127.1_S32_ 1 1.000
#> JC26_128.1.7_S32_ 2 1.000
#> JC26_129.1_W.7_S32_ 1 0.000
#> JC26_130.1.7_S32_ 2 0.751
#> JC26_131.1.7_S32_ 2 0.000
#> JC26_132.1.7_S32_ 2 0.000
#> JC26_121.2.6_S32_ 2 1.000
#> JC26_122.2.6_S32_ 2 0.000
#> JC26_123.2.6_S32_ 2 0.000
#> JC26_124.2.6_S32_ 1 0.000
#> JC26_125.2.6_S32_ 1 0.751
#> JC26_126.2_S32_ 1 0.000
#> JC26_127.2_S32_ 1 0.000
#> JC26_128.2.7_S32_ 2 1.000
#> JC26_129.2_W.7_S32_ 1 0.000
#> JC26_130.2.7_S32_ 1 0.000
#> JC26_131.2.7_S32_ 1 0.000
#> JC26_132.2.7_S32_ 1 0.000
#> JC26_135.1.7_S32_ 1 1.000
#> JC26_136.1.7_S32_ 1 0.249
#> JC26_137.1.8_S32_ 1 0.000
#> JC26_147.8_S32_ 1 0.000
#> JC26_139.1.8_S32_ 1 0.000
#> JC26_140.1.8_S32_ 1 0.751
#> JC26_141.1_S32_ 1 0.000
#> JC26_142.1_S32_ 1 0.000
#> JC26_143.1_W_S32_ 2 0.000
#> JC26_144.1_S32_ 1 0.000
#> JC26_134.2.7_S32_ 1 0.000
#> JC26_135.2.7_S32_ 1 0.000
#> JC26_136.2.7_S32_ 1 0.502
#> JC26_137.2.8_S32_ 1 0.751
#> JC26_140.2.8_S32_ 1 0.000
#> JC26_141.2_S32_ 1 0.000
#> JC26_143.2_W_S32_ 1 0.000
#> JC26_144.2_S32_ 1 0.000
#> JC27_149.1_W.9_MA_S33_ 1 0.000
#> JC27_151.1.9_MA_S33_ 1 0.000
#> JC27_152.1.9_MA_S33_ 1 0.000
#> JC27_153.1.9_MA_S33_ 1 0.249
#> JC27_154.1.9_MA_S33_ 1 0.000
#> JC27_155.1.9_MA_S33_ 1 0.000
#> JC27_156.1.9_MA_S33_ 1 0.000
#> JC27_157.1_MA_S33_ 2 0.000
#> JC27_158.1_MA_S33_ 1 0.000
#> JC27_159.1_MA_S33_ 1 0.000
#> JC27_160.1_MA_S33_ 1 0.000
#> JC27_149.2_W.9_MA_S33_ 2 0.000
#> JC27_150.2.9_MA_S33_ 1 0.000
#> JC27_151.2_big.9_MA_S33_ 1 0.000
#> JC27_152.2.9_MA_S33_ 1 1.000
#> JC27_153.2.9_MA_S33_ 2 0.000
#> JC27_154.2.9_MA_S33_ 1 0.000
#> JC27_155.2.9_MA_S33_ 1 0.000
#> JC27_156.2.9_MA_S33_ 1 0.502
#> JC27_157.2_MA_S33_ 1 0.000
#> JC27_158.2_MA_S33_ 1 0.000
#> JC27_159.2_MA_S33_ 2 0.000
#> JC27_160.2_MA_S33_ 2 0.000
#> JC27_162.1_MA_S33_ 1 1.000
#> JC27_163.1_MA_S33_ 1 0.000
#> JC27_164.1_MA_S33_ 2 0.000
#> JC27_165.1_MA_S33_ 1 0.000
#> JC27_166.1_MA_S33_ 1 0.000
#> JC27_167.1_MA_S33_ 1 0.000
#> JC27_168.1_MA_S33_ 2 0.751
#> JC27_169.1_MA_S33_ 1 0.000
#> JC27_170.1_MA_S33_ 2 0.751
#> JC27_171.1_MA_S33_ 1 1.000
#> JC27_172.1_MA_S33_ 2 0.000
#> JC27_161.2_MA_S33_ 2 1.000
#> JC27_162.2_MA_S33_ 1 0.000
#> JC27_163.2_MA_S33_ 2 0.000
#> JC27_164.2_MA_S33_ 2 0.000
#> JC27_165.2_MA_S33_ 1 0.000
#> JC27_166.2_MA_S33_ 1 0.000
#> JC27_167.2_MA_S33_ 1 0.000
#> JC27_168.2_MA_S33_ 2 0.000
#> JC27_169.2_MA_S33_ 2 0.000
#> JC27_170.2_MA_S33_ 1 0.000
#> JC27_172.2_MA_S33_ 2 1.000
#> JC27_173.1_MA_S33_ 1 0.000
#> JC27_174.1_MA_S33_ 1 0.000
#> JC27_175.1_MA_S33_ 2 0.502
#> JC27_177.1_big_MA_S33_ 1 0.000
#> JC27_178.1_MA_S33_ 2 0.000
#> JC27_180.1_W_MA_S33_ 1 0.000
#> JC27_181.1_MA_S33_ 1 0.000
#> JC27_182.1_W_MA_S33_ 1 1.000
#> JC27_183.1_MA_S33_ 2 1.000
#> JC27_184.1_MA_S33_ 2 0.000
#> JC27_173.2_big_MA_S33_ 1 0.000
#> JC27_174.2_MA_S33_ 2 0.000
#> JC27_175.2_MA_S33_ 1 0.000
#> JC27_176.2_W_MA_S33_ 1 0.000
#> JC27_177.2_MA_S33_ 1 0.000
#> JC27_178.2_MA_S33_ 1 0.000
#> JC27_179.2_MA_S33_ 1 0.000
#> JC27_180.2_W_MA_S33_ 1 0.000
#> JC27_181.2_big_MA_S33_ 1 0.000
#> JC27_182.2_W_MA_S33_ 1 0.000
#> JC27_183.2_MA_S33_ 1 0.000
#> JC27_184.2_MA_S33_ 1 0.000
#> JC27_185.1_MA_S33_ 2 0.000
#> JC27_186.1_MA_S33_ 1 0.000
#> JC27_187.1_MA_S33_ 1 0.751
#> JC27_188.1_MA_S33_ 1 0.000
#> JC27_189.1_MA_S33_ 1 0.000
#> JC27_190.1_MA_S33_ 1 0.000
#> JC27_191.1_MA_S33_ 1 0.498
#> JC27_192.1_W_MA_S33_ 2 0.000
#> JC27_193.1_._big_MA_S33_ 1 1.000
#> JC27_193.3_MA_S33_ 1 0.000
#> JC27_195.1_MA_S33_ 2 0.000
#> JC27_196.1_MA_S33_ 2 0.000
#> JC27_185.2_MA_S33_ 1 0.000
#> JC27_186.2_MA_S33_ 1 0.000
#> JC27_187.2_MA_S33_ 2 0.000
#> JC27_188.2_MA_S33_ 2 0.000
#> JC27_189.2_MA_S33_ 1 0.000
#> JC27_190.2_MA_S33_ 1 0.000
#> JC27_191.2_MA_S33_ 1 0.000
#> JC27_192.2_W_MA_S33_ 1 0.000
#> JC27_193.2_MA_S33_ 1 0.000
#> JC27_193.4_MA_S33_ 1 0.253
#> JC27_195.2_MA_S33_ 1 0.000
#> JC27_196.2_MA_S33_ 1 0.000
#> JC28_197.1_FE_S33_ 1 1.000
#> JC28_198.1_FE_S33_ 1 0.000
#> JC28_200.1.23_FE_S33_ 1 0.000
#> JC28_201.1.23_FE_S33_ 1 0.000
#> JC28_202.1_FE_S33_ 1 0.000
#> JC28_203.1_FE_S33_ 1 0.000
#> JC28_205.1_FE_S33_ 1 0.000
#> JC28_206.1_FE_S33_ 1 0.000
#> JC28_207.1_FE_S33_ 1 0.000
#> JC28_208.1_FE_S33_ 1 0.000
#> JC28_197.2_FE_S33_ 1 0.000
#> JC28_198.2_big_FE_S33_ 1 0.000
#> JC28_199.2.23_FE_S33_ 1 0.000
#> JC28_201.2.23_FE_S33_ 1 0.000
#> JC28_202.2_FE_S33_ 1 0.502
#> JC28_203.2_FE_S33_ 1 1.000
#> JC28_204.2_FE_S33_ 1 0.000
#> JC28_205.2_FE_S33_ 1 0.000
#> JC28_206.2_FE_S33_ 1 0.502
#> JC28_207.2_FE_S33_ 1 0.000
#> JC28_208.2_FE_S33_ 1 0.000
#> JC28_210.1_FE_S33_ 1 0.000
#> JC28_211.1_FE_S33_ 1 0.751
#> JC28_212.1_FE_S33_ 2 0.000
#> JC28_213.1.26_FE_S33_ 1 0.000
#> JC28_214.1.26_FE_S33_ 1 0.498
#> JC28_215.1.26_FE_S33_ 1 0.249
#> JC28_216.1.26_FE_S33_ 1 0.000
#> JC28_217.1.26_FE_S33_ 2 0.249
#> JC28_218.1_FE_S33_ 1 1.000
#> JC28_220.1_FE_S33_ 1 0.000
#> JC28_209.2_FE_S33_ 1 0.000
#> JC28_210.2_FE_S33_ 1 1.000
#> JC28_211.2_FE_S33_ 2 0.000
#> JC28_212.2_FE_S33_ 2 0.000
#> JC28_214.2.26_FE_S33_ 2 0.000
#> JC28_216.2.26_FE_S33_ 1 0.000
#> JC28_217.2.26_FE_S33_ 1 0.000
#> JC28_218.2_FE_S33_ 1 1.000
#> JC28_219.2_FE_S33_ 2 0.000
#> JC28_220.2_FE_S33_ 2 0.000
#> JC28_222.1_FE_S33_ 1 0.000
#> JC28_223.1_FE_S33_ 2 0.000
#> JC28_228.1.29_FE_S33_ 1 0.000
#> JC28_229.1.29_FE_S33_ 2 0.000
#> JC28_230.1.29_FE_S33_ 2 0.000
#> JC28_231.1_FE_S33_ 1 0.000
#> JC28_232.1_FE_S33_ 1 0.000
#> JC28_221.2_FE_S33_ 1 0.000
#> JC28_222.2_FE_S33_ 1 0.000
#> JC28_223.2_FE_S33_ 1 0.000
#> JC28_224.2_FE_S33_ 1 0.751
#> JC28_225.2.29_FE_S33_ 1 0.000
#> JC28_226.2.29_FE_S33_ 1 0.000
#> JC28_227.2.29_FE_S33_ 1 0.000
#> JC28_229.2.29_FE_S33_ 1 0.000
#> JC28_230.2.29_FE_S33_ 1 0.000
#> JC28_232.2_FE_S33_ 1 0.751
#> JC28_233.3_T_FE_S33_ 2 0.000
#> JC28_235.1_FE_S33_ 1 0.000
#> JC28_236.1_FE_S33_ 1 0.000
#> JC28_237.1_FE_S33_ 1 0.000
#> JC28_238.1_FE_S33_ 1 0.000
#> JC28_239.1_FE_S33_ 1 0.000
#> JC28_240.1_FE_S33_ 1 0.000
#> JC28_241.1_FE_S33_ 1 0.000
#> JC28_242.1_FE_S33_ 1 0.000
#> JC28_243.1_FE_S33_ 1 0.000
#> JC28_244.1_FE_S33_ 1 0.000
#> JC28_233.2_T_FE_S33_ 1 0.000
#> JC28_234.2_FE_S33_ 1 0.000
#> JC28_235.2_FE_S33_ 1 0.000
#> JC28_236.2_FE_S33_ 1 0.000
#> JC28_237.2_FE_S33_ 1 0.000
#> JC28_238.2_FE_S33_ 1 0.000
#> JC28_239.2_FE_S33_ 1 0.000
#> JC28_240.2_FE_S33_ 1 0.000
#> JC28_241.2_FE_S33_ 1 0.000
#> JC28_242.2_FE_S33_ 1 0.000
#> JC28_243.2_FE_S33_ 1 0.000
#> JC30_245.1_MA 1 0.747
#> JC30_246.1_MA 1 0.000
#> JC30_247.1_MA 1 0.000
#> JC30_248.1.32_MA 1 0.000
#> JC30_249.1.32_MA 1 0.000
#> JC30_250.1.32_MA 1 0.000
#> JC30_251.1_MA 1 0.000
#> JC30_252.1_T_MA 2 0.000
#> JC30_252.3_T_MA 1 1.000
#> JC30_254.1_MA 1 0.751
#> JC30_255.1_MA 1 0.751
#> JC30_256.1_MA 1 0.000
#> JC30_245.2_MA 1 0.000
#> JC30_246.2_MA 2 0.000
#> JC30_247.2_MA 1 0.000
#> JC30_248.2.32_MA 1 0.000
#> JC30_249.2.32_MA 1 0.000
#> JC30_250.2.32_MA 1 0.000
#> JC30_251.2_MA 1 0.000
#> JC30_252.2_T_MA 1 0.000
#> JC30_254.3_MA 1 0.000
#> JC30_254.2_._MA 1 0.000
#> JC30_255.2_MA 1 0.000
#> JC30_256.2_MA 1 0.000
#> JC30_257.1_MA 1 0.000
#> JC30_258.1.33_MA 1 0.000
#> JC30_259.1_W.33_MA 1 0.000
#> JC30_260.1_W.33_MA 1 0.000
#> JC30_261.1.34_MA 1 0.000
#> JC30_261.3.34_MA 1 0.000
#> JC30_263.1.34_MA 1 0.000
#> JC30_264.1_W.34_MA 1 0.000
#> JC30_265.1_MA 1 0.000
#> JC30_265.3_._big_MA 1 0.000
#> JC30_265.4_MA 1 0.000
#> JC30_268.1_MA 1 1.000
#> JC30_257.2_MA 1 0.000
#> JC30_258.2.33_MA 1 0.000
#> JC30_259.2_W.33_MA 1 0.000
#> JC30_260.2_W.33_MA 1 0.000
#> JC30_261.2_..34_MA 1 0.000
#> JC30_261.4.34_MA 1 0.000
#> JC30_263.2.34_MA 1 0.000
#> JC30_264.2_W.34_MA 1 0.000
#> JC30_265.2_MA 1 0.000
#> JC30_265.5_MA 1 0.000
#> JC30_265.6_MA 1 0.249
#> JC30_268.2_MA 2 0.000
#> JC30_269.1_W_MA 1 0.000
#> JC30_270.1_W_MA 1 0.000
#> JC30_271.1_W_MA 1 0.000
#> JC30_272.1_W_MA 1 0.000
#> JC30_273.1_MA 1 0.000
#> JC30_273.3_MA 1 1.000
#> JC30_275.1_T_MA 1 0.000
#> JC30_276.1_MA 1 0.000
#> JC30_277.1_T_MA 1 0.000
#> JC30_277.3_T_MA 1 0.000
#> JC30_279.1_MA 1 0.000
#> JC30_280.1_MA 1 0.000
#> JC30_269.2_W_MA 1 0.000
#> JC30_270.2_W_MA 1 0.000
#> JC30_271.2_W_MA 1 0.000
#> JC30_272.2_W_MA 1 0.000
#> JC30_273.2_._MA 1 0.000
#> JC30_275.3_T_MA 1 0.000
#> JC30_275.2_T_MA 1 0.000
#> JC30_276.2_MA 1 0.000
#> JC30_277.2_T_MA 1 0.000
#> JC30_279.3_._MA 1 0.000
#> JC30_279.2_MA 1 0.000
#> JC30_280.2_MA 1 0.000
#> JC30_281.1_MA 1 0.000
#> JC30_282.1_MA 1 0.000
#> JC30_283.1_MA 1 0.000
#> JC30_284.1_MA 1 0.000
#> JC30_285.1_MA 1 0.000
#> JC30_286.1_MA 1 0.000
#> JC30_287.1_MA 1 0.000
#> JC30_288.1_._MA 1 0.498
#> JC30_288.3_MA 1 0.000
#> JC30_290.1_MA 1 0.000
#> JC30_291.1_MA 1 0.000
#> JC30_292.1_MA 1 0.000
#> JC30_281.2_MA 1 0.000
#> JC30_282.2_MA 1 0.000
#> JC30_283.2_MA 1 1.000
#> JC30_284.2_MA 1 0.000
#> JC30_285.2_MA 1 0.000
#> JC30_286.2_MA 1 0.000
#> JC30_287.2_MA 1 0.000
#> JC30_288.2_MA 1 0.000
#> JC30_289.2_MA 1 0.000
#> JC30_289.1_MA 1 1.000
#> JC30_291.2_MA 1 0.000
#> JC30_292.2_MA 1 0.000
#> JC32_293.1_W_ 1 0.000
#> JC32_294.1.37_ 1 0.000
#> JC32_295.1_T.37_ 1 0.000
#> JC32_296.1_T.37_ 1 0.000
#> JC32_296.3_T.37_ 1 0.000
#> JC32_298.1.37_ 2 0.000
#> JC32_300.2_..38_ 2 0.000
#> JC32_300.3_..38_ 1 0.000
#> JC32_302.1.38_ 1 0.000
#> JC32_303.1.38_ 2 0.000
#> JC32_293.2_W_ 1 0.000
#> JC32_294.2.37_ 1 0.000
#> JC32_295.2_T_W.37_ 1 0.000
#> JC32_296.2_T.37_ 1 0.000
#> JC32_295.3_T_W.37_ 1 0.000
#> JC32_298.2_big.37_ 1 0.000
#> JC32_299.2_ 1 0.000
#> JC32_300.1_..38_ 1 0.000
#> JC32_300.4_..38_ 1 0.000
#> JC32_302.2.38_ 1 0.000
#> JC32_303.2.38_ 1 0.000
#> JC32_304.2.39_ 1 0.000
#> JC32_305.1.39_ 1 0.000
#> JC32_306.1.39_ 1 0.000
#> JC32_307.1.39_ 1 0.000
#> JC32_308.1.40_ 1 0.000
#> JC32_309.1_..40_ 1 0.000
#> JC32_309.3.40_ 1 0.000
#> JC32_311.1.40_ 1 0.000
#> JC32_312.1.40_ 1 0.000
#> JC32_314.1.41_ 1 0.000
#> JC32_315.1_T.41_ 2 0.000
#> JC32_315.3_T.41_ 1 0.249
#> JC32_305.2.39_ 1 0.000
#> JC32_306.2.39_ 1 0.000
#> JC32_307.2.39_ 1 0.000
#> JC32_308.2.40_ 1 0.000
#> JC32_309.2.40_ 1 0.000
#> JC32_309.4.40_ 1 0.000
#> JC32_311.2.40_ 1 0.000
#> JC32_312.2.40_ 1 0.000
#> JC32_313.2.40_ 1 0.000
#> JC32_314.2.41_ 1 0.000
#> JC32_315.2_T.41_ 1 0.000
#> JC32_317.3.41_ 1 0.000
#> JC32_317.1.41_ 1 0.000
#> JC32_318.1.41_ 1 0.000
#> JC32_319.1.41_ 1 0.000
#> JC32_320.1.41_ 1 1.000
#> JC32_321.1.41_ 1 0.000
#> JC32_322.1.41_ 2 0.000
#> JC32_323.1.42_ 2 0.000
#> JC32_324.1.42_ 1 0.000
#> JC32_325.1_W.42_ 1 0.000
#> JC32_326.1_..42_ 1 0.000
#> JC32_326.3.42_ 1 0.000
#> JC32_328.1.43_ 1 0.000
#> JC32_317.2_..41_ 1 0.000
#> JC32_318.2.41_ 1 0.000
#> JC32_319.2.41_ 1 0.000
#> JC32_320.2.41_ 1 0.000
#> JC32_321.2.41_ 1 0.000
#> JC32_322.2.41_ 1 0.000
#> JC32_323.2.42_ 1 0.000
#> JC32_324.2.42_ 2 1.000
#> JC32_325.2_W.42_ 1 0.000
#> JC32_326.2.42_ 1 0.000
#> JC32_327.2.42_ 1 0.000
#> JC32_328.2.43_ 1 0.000
#> JC32_329.1.43_ 2 0.000
#> JC32_330.1.43_ 2 0.000
#> JC32_331.1.43_ 1 0.000
#> JC32_331.3.43_ 1 0.000
#> JC32_333.1.43_ 1 0.000
#> JC32_334.1.44_ 1 0.000
#> JC32_335.1.44_ 1 0.000
#> JC32_336.1.44_ 1 0.000
#> JC32_337.1.44_ 1 0.000
#> JC32_338.1.44_ 1 0.000
#> JC32_338.3_._big.44_ 2 0.253
#> JC32_340.1_T_ 1 0.000
#> JC32_329.2.43_ 1 0.000
#> JC32_330.2.43_ 2 0.000
#> JC32_331.2.43_ 1 0.000
#> JC32_331.4_._big.43_ 1 0.000
#> JC32_333.2.43_ 1 0.000
#> JC32_334.2.44_ 1 0.000
#> JC32_335.2.44_ 2 0.000
#> JC32_336.2.44_ 1 0.000
#> JC32_337.2.44_ 1 0.000
#> JC32_338.2.44_ 1 0.000
#> JC32_340.3_T_ 2 1.000
#> JC32_340.2_T_ 1 0.000
#> JC35_437.1.45_MA_S45_ 1 0.000
#> JC35_437.3_._big.45_MA_S45_ 1 0.249
#> JC35_437.5.45_MA_S45_ 1 0.000
#> JC35_437.7.45_MA_S45_ 1 0.000
#> JC35_441.1.46_MA_S45_ 1 0.000
#> JC35_442.1.46_MA_S45_ 1 0.000
#> JC35_443.1.47_MA_S45_ 1 0.000
#> JC35_444.1_T.47_MA_S45_ 1 0.000
#> JC35_444.3_T.47_MA_S45_ 1 0.000
#> JC35_446.1.48_MA_S45_ 1 0.000
#> JC35_447.1.48_MA_S45_ 1 0.000
#> JC35_448.1.48_MA_S45_ 1 0.000
#> JC35_437.2.45_MA_S45_ 1 0.000
#> JC35_437.4.45_MA_S45_ 1 0.000
#> JC35_437.6.45_MA_S45_ 1 0.000
#> JC35_437.8.45_MA_S45_ 1 0.000
#> JC35_441.2.46_MA_S45_ 1 0.000
#> JC35_442.2.46_MA_S45_ 1 0.000
#> JC35_443.2.47_MA_S45_ 1 0.000
#> JC35_444.2_T.47_MA_S45_ 1 0.000
#> JC35_451.3_._big.48_MA_S45_ 1 0.000
#> JC35_446.2.48_MA_S45_ 1 0.000
#> JC35_447.2.48_MA_S45_ 1 0.000
#> JC35_448.2.48_MA_S45_ 1 0.000
#> JC35_449.1.48_MA_S45_ 1 0.000
#> JC35_450.1.48_MA_S45_ 1 0.000
#> JC35_451.1.48_MA_S45_ 1 0.000
#> JC35_452.1_adi_MA_S45_ 1 0.000
#> JC35_453.1_._MA_S45_ 1 0.249
#> JC35_453.3_MA_S45_ 1 0.000
#> JC35_455.1_T_MA_S45_ 1 0.000
#> JC35_456.1.49_MA_S45_ 2 0.000
#> JC35_457.1.49_MA_S45_ 1 0.000
#> JC35_458.1.49_MA_S45_ 1 0.000
#> JC35_459.1.50_MA_S45_ 1 0.000
#> JC35_460.1.50_MA_S45_ 1 0.000
#> JC35_449.2.48_MA_S45_ 1 0.000
#> JC35_450.2.48_MA_S45_ 1 0.000
#> JC35_451.2.48_MA_S45_ 1 1.000
#> JC35_445.1_adi_MA_S45_ 1 0.000
#> JC35_453.2_MA_S45_ 1 0.000
#> JC35_455.3_T_MA_S45_ 1 0.000
#> JC35_455.2_T_MA_S45_ 2 0.502
#> JC35_456.2.49_MA_S45_ 2 1.000
#> JC35_457.2.49_MA_S45_ 2 0.751
#> JC35_458.2.49_MA_S45_ 1 1.000
#> JC35_459.2.50_MA_S45_ 1 0.000
#> JC35_460.2.50_MA_S45_ 1 0.000
#> JC35_461.1_._MA_S45_ 1 0.000
#> JC35_461.4_._MA_S45_ 1 0.000
#> JC35_463.1_MA_S45_ 1 0.000
#> JC35_464.1.51_MA_S45_ 1 0.000
#> JC35_465.1_T.51_MA_S45_ 1 0.000
#> JC35_465.3_T.51_MA_S45_ 1 0.000
#> JC35_467.3_..52_MA_S45_ 1 0.000
#> JC35_467.4_..52_MA_S45_ 1 0.000
#> JC35_469.1_T.52_MA_S45_ 2 0.000
#> JC35_470.1_._MA_S45_ 1 0.000
#> JC35_470.3_MA_S45_ 1 0.000
#> JC35_472.1_MA_S45_ 1 0.000
#> JC35_461.2_._MA_S45_ 1 0.000
#> JC35_461.3_._MA_S45_ 2 0.253
#> JC35_463.2_MA_S45_ 1 0.000
#> JC35_464.2.51_MA_S45_ 1 0.000
#> JC35_465.2_T.51_MA_S45_ 1 0.000
#> JC35_467.1_..52_MA_S45_ 1 0.000
#> JC35_467.2_..52_MA_S45_ 1 0.000
#> JC35_469.3_T.52_MA_S45_ 1 0.498
#> JC35_469.2_T.52_MA_S45_ 1 0.000
#> JC35_470.2_MA_S45_ 1 0.000
#> JC35_475.3_T_MA_S45_ 1 0.000
#> JC35_484.1_MA_S45_ 1 0.000
#> JC35_473.1_MA_S45_ 1 0.000
#> JC35_474.1_MA_S45_ 1 0.000
#> JC35_475.1_T_MA_S45_ 1 0.000
#> JC35_476.1_W.53_MA_S45_ 1 0.000
#> JC35_477.1.53_MA_S45_ 1 0.000
#> JC35_478.1.53_MA_S45_ 1 0.000
#> JC35_479.1_MA_S45_ 1 0.000
#> JC35_480.1_W.54_MA_S45_ 1 0.000
#> JC35_481.1.54_MA_S45_ 1 0.000
#> JC35_482.1.55_MA_S45_ 1 0.000
#> JC35_483.1_W.55_MA_S45_ 1 0.000
#> JC35_472.2_MA_S45_ 1 0.000
#> JC35_473.2_MA_S45_ 1 0.000
#> JC35_474.2_MA_S45_ 1 0.000
#> JC35_475.2_T_MA_S45_ 1 0.000
#> JC35_476.2_W.53_MA_S45_ 1 0.000
#> JC35_477.2.53_MA_S45_ 1 0.000
#> JC35_478.2.53_MA_S45_ 1 0.249
#> JC35_479.2_MA_S45_ 1 0.000
#> JC35_480.2_W.54_MA_S45_ 1 0.000
#> JC35_481.2.54_MA_S45_ 1 0.000
#> JC35_482.2.55_MA_S45_ 1 0.000
#> JC35_483.2_W.55_MA_S45_ 1 0.000
#> JC35_484.2_MA_S45_ 1 0.000
#> JC36_486.1_T.56_MA_S46_ 2 0.000
#> JC36_486.3_T.56_MA_S46_ 2 1.000
#> JC36_488.1.56_MA_S46_ 2 0.000
#> JC36_490.4_._W.57_MA_S46_ 1 0.000
#> JC36_492.3.57_MA_S46_ 1 0.000
#> JC36_494.1.58_MA_S46_ 2 0.751
#> JC36_495.1.58_MA_S46_ 1 0.000
#> JC36_496.1.58_MA_S46_ 1 0.000
#> JC36_486.2_T.56_MA_S46_ 1 0.000
#> JC36_488.3_..56_MA_S46_ 2 0.000
#> JC36_488.2.56_MA_S46_ 1 0.751
#> JC36_489.2.56_MA_S46_ 1 0.502
#> JC36_490.2_._W.57_MA_S46_ 1 0.000
#> JC36_490.3_._W.57_MA_S46_ 1 0.000
#> JC36_492.2.57_MA_S46_ 1 0.000
#> JC36_495.3_..58_MA_S46_ 1 0.000
#> JC36_494.2.58_MA_S46_ 1 0.000
#> JC36_495.2.58_MA_S46_ 1 0.000
#> JC36_497.1_W.58_MA_S46_ 2 0.000
#> JC36_499.1_W_MA_S46_ 2 0.000
#> JC36_500.1_MA_S46_ 1 0.000
#> JC36_501.1_._MA_S46_ 2 0.502
#> JC36_501.3_MA_S46_ 2 0.000
#> JC36_503.1_._adi_MA_S46_ 1 1.000
#> JC36_505.1.59_MA_S46_ 2 0.000
#> JC36_506.1.59_MA_S46_ 2 1.000
#> JC36_507.3.59_MA_S46_ 1 0.000
#> JC36_497.2_W.58_MA_S46_ 1 1.000
#> JC36_499.2_W_MA_S46_ 2 1.000
#> JC36_500.2_MA_S46_ 1 0.000
#> JC36_501.2_MA_S46_ 2 0.000
#> JC36_503.3_MA_S46_ 1 0.249
#> JC36_503.2_MA_S46_ 1 0.249
#> JC36_504.2.59_MA_S46_ 1 1.000
#> JC36_505.2.59_MA_S46_ 1 0.000
#> JC36_506.2.59_MA_S46_ 1 0.000
#> JC36_507.2.59_MA_S46_ 1 0.000
#> JC36_520.3_T_MA_S46_ 2 1.000
#> JC36_511.1_W.61_MA_S46_ 2 1.000
#> JC36_513.1_MA_S46_ 2 1.000
#> JC36_514.1.62_MA_S46_ 1 0.000
#> JC36_515.1_._big.62_MA_S46_ 2 1.000
#> JC36_515.3.62_MA_S46_ 2 1.000
#> JC36_515.5.62_MA_S46_ 1 0.000
#> JC36_518.1_._MA_S46_ 1 1.000
#> JC36_519.3_._MA_S46_ 2 0.751
#> JC36_520.1_T_MA_S46_ 1 0.000
#> JC36_511.2_W.61_MA_S46_ 1 1.000
#> JC36_512.2_W.61_MA_S46_ 1 0.000
#> JC36_513.2_MA_S46_ 1 0.000
#> JC36_514.2.62_MA_S46_ 1 0.000
#> JC36_515.2.62_MA_S46_ 1 0.000
#> JC36_515.4.62_MA_S46_ 1 0.000
#> JC36_515.6.62_MA_S46_ 1 0.000
#> JC36_518.2_._MA_S46_ 1 0.000
#> JC36_519.4_._MA_S46_ 2 0.000
#> JC36_520.2_T_MA_S46_ 2 0.000
#> JC36_521.1_MA_S46_ 2 1.000
#> JC36_523.1.63_MA_S46_ 1 0.000
#> JC36_524.1_..63_MA_S46_ 1 0.000
#> JC36_524.3.63_MA_S46_ 1 0.000
#> JC36_524.5.63_MA_S46_ 1 0.751
#> JC36_527.1_MA_S46_ 1 0.000
#> JC36_528.1_MA_S46_ 1 0.000
#> JC36_529.1_._MA_S46_ 1 0.000
#> JC36_530.1_._MA_S46_ 2 1.000
#> JC36_531.1_MA_S46_ 1 0.000
#> JC36_532.1_MA_S46_ 2 1.000
#> JC36_521.2_MA_S46_ 1 0.000
#> JC36_522.2_MA_S46_ 1 0.000
#> JC36_523.2.63_MA_S46_ 1 0.000
#> JC36_524.2.63_MA_S46_ 1 0.000
#> JC36_524.4.63_MA_S46_ 2 0.000
#> JC36_531.3_._MA_S46_ 1 0.498
#> JC36_527.2_MA_S46_ 2 1.000
#> JC36_528.2_MA_S46_ 1 0.000
#> JC36_529.2_._MA_S46_ 2 0.747
#> JC36_530.2_._MA_S46_ 2 0.000
#> JC36_531.2_MA_S46_ 2 0.000
#> JC36_532.2_MA_S46_ 2 1.000
#> JC37_533.1_W.64_MA_S46_ 2 0.000
#> JC37_533.3.64_MA_S46_ 1 0.751
#> JC37_534.1.64_MA_S46_ 1 0.000
#> JC37_534.4.64_MA_S46_ 2 0.249
#> JC37_537.1_MA_S46_ 1 0.000
#> JC37_538.1_MA_S46_ 2 1.000
#> JC37_539.1_..65_MA_S46_ 1 0.000
#> JC37_539.3.65_MA_S46_ 1 0.000
#> JC37_541.1.65_MA_S46_ 1 0.249
#> JC37_542.1.65_MA_S46_ 2 0.000
#> JC37_543.1.65_MA_S46_ 2 0.000
#> JC37_544.1_..65_MA_S46_ 2 0.000
#> JC37_533.2_._W.64_MA_S46_ 1 0.000
#> JC37_534.3.64_MA_S46_ 1 0.498
#> JC37_534.5.64_MA_S46_ 1 1.000
#> JC37_537.2_MA_S46_ 1 0.000
#> JC37_538.2_MA_S46_ 1 0.000
#> JC37_539.2.65_MA_S46_ 1 0.000
#> JC37_544.3.65_MA_S46_ 2 0.000
#> JC37_541.2.65_MA_S46_ 2 0.249
#> JC37_542.2.65_MA_S46_ 1 1.000
#> JC37_544.2.65_MA_S46_ 1 0.253
#> JC37_545.1_T.65_MA_S46_ 2 0.249
#> JC37_545.3_T.65_MA_S46_ 2 0.000
#> JC37_547.1_MA_S46_ 2 1.000
#> JC37_548.1_MA_S46_ 2 0.000
#> JC37_549.1_MA_S46_ 1 0.000
#> JC37_550.1_._MA_S46_ 2 0.000
#> JC37_551.1_MA_S46_ 2 0.000
#> JC37_553.3_MA_S46_ 2 0.000
#> JC37_553.1_._big_adi_MA_S46_ 2 0.000
#> JC37_554.1_MA_S46_ 2 1.000
#> JC37_555.1.66_MA_S46_ 2 1.000
#> JC37_556.1.66_MA_S46_ 1 0.000
#> JC37_545.2_T.65_MA_S46_ 2 0.000
#> JC37_550.3_MA_S46_ 2 1.000
#> JC37_547.2_MA_S46_ 1 0.000
#> JC37_548.2_MA_S46_ 2 1.000
#> JC37_549.2_MA_S46_ 1 0.000
#> JC37_550.2_MA_S46_ 2 0.000
#> JC37_551.2_MA_S46_ 1 0.000
#> JC37_553.4_MA_S46_ 2 0.498
#> JC37_553.2_MA_S46_ 2 0.000
#> JC37_554.2_MA_S46_ 1 0.000
#> JC37_555.2.66_MA_S46_ 2 1.000
#> JC37_556.2.66_MA_S46_ 2 0.000
#> JC37_557.1_ery.66_MA_S46_ 1 0.000
#> JC37_558.1.66_MA_S46_ 1 0.000
#> JC37_559.1_ery.66_MA_S46_ 1 0.000
#> JC37_560.1_MA_S46_ 2 1.000
#> JC37_561.1_ery_MA_S46_ 2 0.000
#> JC37_562.4_..67_MA_S46_ 2 0.000
#> JC37_564.1.67_MA_S46_ 2 1.000
#> JC37_566.1.67_MA_S46_ 1 0.000
#> JC37_567.1_ery.67_MA_S46_ 2 0.000
#> JC37_568.1_MA_S46_ 2 0.000
#> JC37_558.2_ery.66_MA_S46_ 1 0.000
#> JC37_559.2_ery.66_MA_S46_ 1 0.000
#> JC37_560.2_MA_S46_ 2 1.000
#> JC37_561.2_MA_S46_ 1 0.751
#> JC37_562.2_._ery.67_MA_S46_ 1 0.000
#> JC37_562.3_..67_MA_S46_ 1 0.000
#> JC37_564.2.67_MA_S46_ 2 0.000
#> JC37_565.2.67_MA_S46_ 1 0.000
#> JC37_566.2.67_MA_S46_ 1 0.000
#> JC37_567.2.67_MA_S46_ 1 1.000
#> JC37_570.1.68_MA_S46_ 2 0.000
#> JC37_571.1_..68_MA_S46_ 1 0.000
#> JC37_571.4_..68_MA_S46_ 2 0.000
#> JC37_573.1_MA_S46_ 1 0.000
#> JC37_574.1_T_MA_S46_ 1 0.000
#> JC37_574.3_T_MA_S46_ 1 0.000
#> JC37_576.1_T_W.69_MA_S46_ 2 0.000
#> JC37_577.1.69_MA_S46_ 1 0.000
#> JC37_578.1_MA_S46_ 1 0.000
#> JC37_579.1_._MA_S46_ 2 0.000
#> JC37_579.3_MA_S46_ 2 0.000
#> JC37_569.2_MA_S46_ 1 0.000
#> JC37_570.2.68_MA_S46_ 2 0.000
#> JC37_571.3_..68_MA_S46_ 1 0.000
#> JC37_573.2_MA_S46_ 2 0.253
#> JC37_574.2_T_MA_S46_ 1 0.000
#> JC37_576.3_T_W.69_MA_S46_ 2 0.000
#> JC37_576.2_T.69_MA_S46_ 2 0.000
#> JC37_577.2.69_MA_S46_ 2 0.000
#> JC37_578.2_MA_S46_ 1 0.000
#> JC37_579.2_MA_S46_ 2 0.000
#> JC39_581.3.70_FE_S23_ 2 0.000
#> JC39_583.1.70_FE_S23_ 1 0.249
#> JC39_585.1_T.70_FE_S23_ 1 0.249
#> JC39_585.3_T.70_FE_S23_ 2 0.502
#> JC39_587.1.70_FE_S23_ 2 0.000
#> JC39_588.1.70_FE_S23_ 2 0.000
#> JC39_589.3.71_FE_S23_ 2 0.000
#> JC39_591.3_..71_FE_S23_ 2 0.000
#> JC39_591.4_..71_FE_S23_ 2 0.000
#> JC39_581.2.70_FE_S23_ 2 0.000
#> JC39_581.4.70_FE_S23_ 1 1.000
#> JC39_583.2.70_FE_S23_ 2 0.000
#> JC39_584.2_div.70_FE_S23_ 1 1.000
#> JC39_585.2_T.70_FE_S23_ 2 0.000
#> JC39_588.3.70_FE_S23_ 2 0.000
#> JC39_587.2.70_FE_S23_ 1 1.000
#> JC39_588.2_..70_FE_S23_ 2 0.000
#> JC39_589.2.71_FE_S23_ 1 0.751
#> JC39_591.1_..71_FE_S23_ 2 0.000
#> JC39_591.2_..71_FE_S23_ 2 0.000
#> JC39_594.3.71_FE_S23_ 2 0.000
#> JC39_593.1.71_FE_S23_ 1 0.000
#> JC39_594.1_..71_FE_S23_ 2 0.000
#> JC39_595.1.72_FE_S23_ 1 0.000
#> JC39_596.1.72_FE_S23_ 2 0.000
#> JC39_597.1_T_FE_S23_ 1 0.000
#> JC39_597.3_T_FE_S23_ 1 0.000
#> JC39_599.1_FE_S23_ 2 0.000
#> JC39_600.1_._FE_S23_ 2 1.000
#> JC39_601.1_FE_S23_ 1 0.000
#> JC39_602.1_FE_S23_ 1 0.000
#> JC39_603.1_T_FE_S23_ 2 0.000
#> JC39_604.1_FE_S23_ 2 0.000
#> JC39_593.2.71_FE_S23_ 1 0.502
#> JC39_594.2.71_FE_S23_ 2 0.000
#> JC39_595.2.72_FE_S23_ 1 0.000
#> JC39_596.2.72_FE_S23_ 1 0.000
#> JC39_597.2_T_FE_S23_ 1 0.000
#> JC39_603.3_T_FE_S23_ 1 0.751
#> JC39_599.2_FE_S23_ 1 0.000
#> JC39_600.2_FE_S23_ 1 0.249
#> JC39_601.2_FE_S23_ 2 0.000
#> JC39_602.2_FE_S23_ 2 1.000
#> JC39_603.2_T_FE_S23_ 1 0.502
#> JC39_604.2_FE_S23_ 2 0.000
#> JC39_605.1_FE_S23_ 2 0.000
#> JC39_606.1_FE_S23_ 2 0.000
#> JC39_607.1_FE_S23_ 2 0.249
#> JC39_608.1_._FE_S23_ 2 1.000
#> JC39_608.3_FE_S23_ 2 0.000
#> JC39_610.1_FE_S23_ 2 0.000
#> JC39_611.1_FE_S23_ 2 0.000
#> JC39_612.1.73_FE_S23_ 2 0.000
#> JC39_613.1_..73_FE_S23_ 2 0.000
#> JC39_613.3.73_FE_S23_ 2 0.000
#> JC39_615.1_FE_S23_ 1 0.000
#> JC39_616.1_FE_S23_ 1 0.000
#> JC39_605.2_FE_S23_ 2 1.000
#> JC39_606.2_FE_S23_ 1 0.000
#> JC39_607.2_FE_S23_ 2 0.000
#> JC39_608.2_FE_S23_ 1 1.000
#> JC39_618.4_._FE_S23_ 1 0.000
#> JC39_610.2_FE_S23_ 1 0.249
#> JC39_611.2_FE_S23_ 1 0.000
#> JC39_612.2.73_FE_S23_ 2 0.000
#> JC39_613.2.73_FE_S23_ 1 0.000
#> JC39_613.4.73_FE_S23_ 2 0.000
#> JC39_615.2_FE_S23_ 2 0.249
#> JC39_616.2_FE_S23_ 2 0.000
#> JC39_617.1_FE_S23_ 2 0.249
#> JC39_618.3_._FE_S23_ 1 0.000
#> JC39_619.1_FE_S23_ 1 0.000
#> JC39_620.1_FE_S23_ 1 0.000
#> JC39_621.1_._FE_S23_ 1 0.000
#> JC39_621.3_FE_S23_ 1 0.000
#> JC39_623.1_FE_S23_ 1 1.000
#> JC39_624.1_T_FE_S23_ 1 1.000
#> JC39_624.3_T_FE_S23_ 1 0.000
#> JC39_626.1_T_FE_S23_ 1 0.751
#> JC39_627.1_FE_S23_ 2 0.000
#> JC39_628.1_FE_S23_ 1 0.502
#> JC39_618.1_._FE_S23_ 1 0.000
#> JC39_618.2_._FE_S23_ 1 0.000
#> JC39_619.2_FE_S23_ 1 1.000
#> JC39_620.2_FE_S23_ 1 0.000
#> JC39_621.2_FE_S23_ 2 0.000
#> JC39_623.3_FE_S23_ 2 0.751
#> JC39_623.2_._FE_S23_ 2 0.000
#> JC39_624.2_T_FE_S23_ 1 0.502
#> JC39_626.3_T_FE_S23_ 1 1.000
#> JC39_626.2_T_FE_S23_ 2 0.000
#> JC39_627.2_FE_S23_ 2 0.249
#> JC39_628.2_FE_S23_ 1 0.000
#> JC40_629.1.74_FE_S23_ 1 0.000
#> JC40_630.1.74_FE_S23_ 1 0.000
#> JC40_631.1.74_FE_S23_ 1 0.000
#> JC40_632.1.75_FE_S23_ 2 0.000
#> JC40_633.1.75_FE_S23_ 2 0.000
#> JC40_634.1.75_FE_S23_ 1 0.000
#> JC40_635.1_T.76_FE_S23_ 1 0.000
#> JC40_635.3_T.76_FE_S23_ 1 0.000
#> JC40_637.1.76_FE_S23_ 1 0.000
#> JC40_638.1_T.76_FE_S23_ 1 0.000
#> JC40_639.1_FE_S23_ 1 0.000
#> JC40_640.1_FE_S23_ 1 0.000
#> JC40_629.2.74_FE_S23_ 1 0.000
#> JC40_630.2.74_FE_S23_ 1 0.000
#> JC40_631.2.74_FE_S23_ 1 0.000
#> JC40_632.2.75_FE_S23_ 2 0.000
#> JC40_633.2.75_FE_S23_ 2 0.000
#> JC40_634.2.75_FE_S23_ 1 0.000
#> JC40_635.2_T.76_FE_S23_ 1 0.000
#> JC40_638.3_T.76_FE_S23_ 1 0.000
#> JC40_637.2.76_FE_S23_ 1 0.000
#> JC40_638.2_T.76_FE_S23_ 1 0.000
#> JC40_639.2_FE_S23_ 1 0.000
#> JC40_640.2_FE_S23_ 1 1.000
#> JC40_641.1_FE_S23_ 1 0.000
#> JC40_642.1_FE_S23_ 1 0.000
#> JC40_643.1.77_FE_S23_ 1 0.000
#> JC40_644.1.77_FE_S23_ 2 0.000
#> JC40_645.1.77_FE_S23_ 1 0.000
#> JC40_646.1.77_FE_S23_ 1 0.000
#> JC40_647.1_FE_S23_ 1 0.000
#> JC40_648.1.78_FE_S23_ 1 0.000
#> JC40_649.1_T.78_FE_S23_ 2 0.000
#> JC40_649.3_T.78_FE_S23_ 2 0.000
#> JC40_651.1.78_FE_S23_ 2 0.000
#> JC40_652.1_FE_S23_ 1 0.000
#> JC40_641.2_FE_S23_ 1 1.000
#> JC40_642.2_FE_S23_ 2 0.000
#> JC40_643.2.77_FE_S23_ 1 0.000
#> JC40_644.2.77_FE_S23_ 2 0.000
#> JC40_645.2.77_FE_S23_ 1 0.000
#> JC40_646.2.77_FE_S23_ 1 0.000
#> JC40_647.2_FE_S23_ 1 0.000
#> JC40_648.2.78_FE_S23_ 1 0.000
#> JC40_649.2_T.78_FE_S23_ 1 0.000
#> JC40_652.3_._FE_S23_ 1 0.000
#> JC40_651.2.78_FE_S23_ 2 0.000
#> JC40_652.2_FE_S23_ 1 0.000
#> JC40_653.1_W_FE_S23_ 2 0.000
#> JC40_654.1_FE_S23_ 1 0.000
#> JC40_655.1.79_FE_S23_ 1 1.000
#> JC40_656.1.79_FE_S23_ 1 0.000
#> JC40_657.1_..79_FE_S23_ 1 0.000
#> JC40_657.3.79_FE_S23_ 1 0.000
#> JC40_659.1.79_FE_S23_ 2 0.000
#> JC40_660.1.79_FE_S23_ 1 1.000
#> JC40_660.5.79_FE_S23_ 1 0.000
#> JC40_662.1_FE_S23_ 2 0.751
#> JC40_663.1_FE_S23_ 1 0.751
#> JC40_664.1.80_FE_S23_ 2 0.502
#> JC40_653.2_W_FE_S23_ 1 0.000
#> JC40_654.2_FE_S23_ 1 0.000
#> JC40_655.2.79_FE_S23_ 1 0.000
#> JC40_656.2.79_FE_S23_ 1 0.000
#> JC40_657.2.79_FE_S23_ 1 0.000
#> JC40_660.3_..79_FE_S23_ 2 0.751
#> JC40_659.2.79_FE_S23_ 1 0.000
#> JC40_660.2.79_FE_S23_ 1 0.747
#> JC40_660.4.79_FE_S23_ 1 0.000
#> JC40_662.2_FE_S23_ 2 0.249
#> JC40_663.2_FE_S23_ 1 0.000
#> JC40_664.2.80_FE_S23_ 1 0.000
#> JC40_665.1.80_FE_S23_ 2 0.502
#> JC40_666.1.81_FE_S23_ 1 0.000
#> JC40_667.1.81_FE_S23_ 1 0.000
#> JC40_668.1.81_FE_S23_ 2 0.000
#> JC40_669.1.81_FE_S23_ 1 0.000
#> JC40_670.1_W.81_FE_S23_ 1 0.000
#> JC40_671.1.82_FE_S23_ 1 0.000
#> JC40_672.1.82_FE_S23_ 1 0.751
#> JC40_673.1.82_FE_S23_ 1 0.000
#> JC40_674.1_T_FE_S23_ 1 0.000
#> JC40_674.3_T_FE_S23_ 1 0.000
#> JC40_676.1_T_FE_S23_ 1 0.000
#> JC40_665.2.80_FE_S23_ 1 0.000
#> JC40_666.2.81_FE_S23_ 1 0.000
#> JC40_667.2.81_FE_S23_ 1 0.000
#> JC40_668.2.81_FE_S23_ 1 0.000
#> JC40_669.2.81_FE_S23_ 1 0.000
#> JC40_670.2_W.81_FE_S23_ 1 0.253
#> JC40_671.2.82_FE_S23_ 1 0.000
#> JC40_672.2.82_FE_S23_ 1 0.000
#> JC40_673.2.82_FE_S23_ 1 0.000
#> JC40_674.2_T_FE_S23_ 1 0.000
#> JC40_676.3_T_FE_S23_ 2 0.000
#> JC40_676.2_T_FE_S23_ 1 0.000
#> JC41_677.1.83_FE_S52_ 2 1.000
#> JC41_678.1_..83_FE_S52_ 2 1.000
#> JC41_678.3.83_FE_S52_ 2 0.502
#> JC41_680.1_FE_S52_ 2 1.000
#> JC41_681.1.84_FE_S52_ 2 0.249
#> JC41_682.1.84_FE_S52_ 1 1.000
#> JC41_683.1.85_FE_S52_ 1 0.000
#> JC41_684.1.85_FE_S52_ 1 0.000
#> JC41_685.1.85_FE_S52_ 1 0.000
#> JC41_686.1_..85_FE_S52_ 1 0.000
#> JC41_686.3.85_FE_S52_ 1 0.000
#> JC41_688.3_._FE_S52_ 2 1.000
#> JC41_677.2.83_FE_S52_ 2 1.000
#> JC41_678.2.83_FE_S52_ 1 0.751
#> JC41_680.3_FE_S52_ 1 0.000
#> JC41_680.2_._FE_S52_ 2 0.000
#> JC41_681.2.84_FE_S52_ 1 0.000
#> JC41_682.2.84_FE_S52_ 2 0.000
#> JC41_683.2.85_FE_S52_ 1 0.000
#> JC41_684.2.85_FE_S52_ 1 0.000
#> JC41_685.2.85_FE_S52_ 1 0.000
#> JC41_686.2.85_FE_S52_ 1 0.000
#> JC41_688.1_._FE_S52_ 1 0.249
#> JC41_688.2_._FE_S52_ 1 0.000
#> JC41_688.4_._FE_S52_ 2 0.000
#> JC41_690.1.86_FE_S52_ 1 0.249
#> JC41_691.1.86_FE_S52_ 1 0.000
#> JC41_693.1_FE_S52_ 1 0.000
#> JC41_694.1_FE_S52_ 1 0.000
#> JC41_695.1_W.87_FE_S52_ 1 0.000
#> JC41_696.1.87_FE_S52_ 1 0.249
#> JC41_697.1_._FE_S52_ 1 0.000
#> JC41_697.4_._FE_S52_ 2 0.000
#> JC41_699.1.88_FE_S52_ 1 0.000
#> JC41_700.1_T.88_FE_S52_ 1 0.000
#> JC41_700.3_T.88_FE_S52_ 2 1.000
#> JC41_690.2.86.88_FE_S52_ 1 0.498
#> JC41_691.2.86_FE_S52_ 1 0.000
#> JC41_692.2_FE_S52_ 1 0.000
#> JC41_693.2_FE_S52_ 2 0.000
#> JC41_694.2_FE_S52_ 2 0.751
#> JC41_695.2_W.87_FE_S52_ 1 0.000
#> JC41_696.2_div.87_FE_S52_ 2 0.000
#> JC41_697.2_._FE_S52_ 2 0.000
#> JC41_697.3_._FE_S52_ 2 0.000
#> JC41_699.2_FE_S52_ 2 0.000
#> JC41_700.2_T_FE_S52_ 1 0.000
#> JC41_701.1_W_FE_S52_ 1 0.000
#> JC41_702.1_._FE_S52_ 2 0.000
#> JC41_702.3_FE_S52_ 1 1.000
#> JC41_704.1_FE_S52_ 1 0.000
#> JC41_705.1_._FE_S52_ 1 1.000
#> JC41_705.3_FE_S52_ 1 0.000
#> JC41_707.1.89_FE_S52_ 2 0.000
#> JC41_708.1_T.89_FE_S52_ 1 0.000
#> JC41_709.1.90_FE_S52_ 2 0.000
#> JC41_710.1_W.90_FE_S52_ 2 0.751
#> JC41_711.1.90_FE_S52_ 1 0.000
#> JC41_712.1.90_FE_S52_ 1 0.000
#> JC41_701.2_W_FE_S52_ 1 0.000
#> JC41_702.2_FE_S52_ 1 0.000
#> JC41_708.3_T.89_FE_S52_ 1 1.000
#> JC41_704.2_FE_S52_ 1 0.751
#> JC41_705.2_FE_S52_ 1 0.000
#> JC41_705.4_FE_S52_ 2 0.747
#> JC41_708.2_T.89_FE_S52_ 2 0.502
#> JC41_709.2.90_FE_S52_ 1 0.000
#> JC41_710.2_W.90_FE_S52_ 1 1.000
#> JC41_711.2.90_FE_S52_ 1 0.000
#> JC41_712.2.90_FE_S52_ 1 0.249
#> JC41_713.1.90_FE_S52_ 1 0.000
#> JC41_714.1_FE_S52_ 2 0.000
#> JC41_715.1_FE_S52_ 2 0.000
#> JC41_716.1_FE_S52_ 2 0.000
#> JC41_717.1_FE_S52_ 2 0.249
#> JC41_718.1.91_FE_S52_ 2 0.249
#> JC41_719.1.91_FE_S52_ 2 0.000
#> JC41_719.3_..91_FE_S52_ 2 0.000
#> JC41_721.1.91_FE_S52_ 1 0.000
#> JC41_722.1_T.91_FE_S52_ 2 0.000
#> JC41_723.1.91_FE_S52_ 2 0.000
#> JC41_724.1_FE_S52_ 1 0.498
#> JC41_713.2.90_FE_S52_ 1 0.000
#> JC41_714.2_FE_S52_ 2 0.000
#> JC41_715.2_FE_S52_ 1 0.498
#> JC41_716.2_FE_S52_ 1 0.000
#> JC41_717.2_FE_S52_ 2 1.000
#> JC41_718.2.91_FE_S52_ 2 0.000
#> JC41_719.2.91_FE_S52_ 1 1.000
#> JC41_722.3_T.91_FE_S52_ 1 0.502
#> JC41_721.2.91_FE_S52_ 1 0.751
#> JC41_722.2_T.91_FE_S52_ 2 0.249
#> JC41_723.2.91_FE_S52_ 1 0.000
#> JC41_724.2_FE_S52_ 2 0.000
#> JC43_725.1_T.92_FE_S27_ 1 0.000
#> JC43_725.3_T.92_FE_S27_ 1 0.253
#> JC43_727.1_T.92_FE_S27_ 1 0.000
#> JC43_728.1.92_FE_S27_ 2 0.000
#> JC43_729.1_T.92_FE_S27_ 1 0.000
#> JC43_729.3_T.92_FE_S27_ 1 0.000
#> JC43_731.1.92_FE_S27_ 1 0.000
#> JC43_732.1.93_FE_S27_ 1 0.000
#> JC43_733.1_big_adipo.93_FE_S27_ 2 1.000
#> JC43_734.1_T.94_FE_S27_ 2 1.000
#> JC43_735.1.94_FE_S27_ 2 0.000
#> JC43_736.1.94_FE_S27_ 1 0.000
#> JC43_725.2_T.92_FE_S27_ 1 0.000
#> JC43_727.3_T.92_FE_S27_ 1 0.000
#> JC43_727.2_T.92_FE_S27_ 2 1.000
#> JC43_728.2.92_FE_S27_ 2 0.000
#> JC43_729.2_T.92_FE_S27_ 1 0.000
#> JC43_734.3_T.92_FE_S27_ 1 0.000
#> JC43_731.2.92_FE_S27_ 1 0.000
#> JC43_732.2_big_adipo.93_FE_S27_ 2 1.000
#> JC43_733.2.93_FE_S27_ 1 1.000
#> JC43_734.2_T.94_FE_S27_ 1 0.000
#> JC43_735.2.94_FE_S27_ 2 0.000
#> JC43_736.2.94_FE_S27_ 1 0.000
#> JC43_738.1_T.95_FE_S27_ 2 0.249
#> JC43_738.3_T.95_FE_S27_ 1 0.000
#> JC43_740.1.95_FE_S27_ 1 0.000
#> JC43_740.3.95_FE_S27_ 2 0.000
#> JC43_742.1.95_FE_S27_ 2 0.000
#> JC43_743.1_..95_FE_S27_ 1 0.000
#> JC43_743.4_..95_FE_S27_ 1 0.000
#> JC43_745.1_big.95_FE_S27_ 2 0.751
#> JC43_746.1_T.95_FE_S27_ 1 0.000
#> JC43_747.1_..95_FE_S27_ 2 0.502
#> JC43_747.3.95_FE_S27_ 1 0.000
#> JC43_737.2.95_FE_S27_ 2 1.000
#> JC43_738.2_T.95_FE_S27_ 1 0.000
#> JC43_746.3_T.95_FE_S27_ 1 0.000
#> JC43_740.2_..95_FE_S27_ 2 0.000
#> JC43_740.4.95_FE_S27_ 1 0.000
#> JC43_742.2.95_FE_S27_ 1 0.000
#> JC43_743.2_..95_FE_S27_ 1 0.000
#> JC43_743.3_..95_FE_S27_ 1 0.000
#> JC43_745.2.95_FE_S27_ 1 0.000
#> JC43_746.2_T.95_FE_S27_ 1 0.000
#> JC43_747.2.95_FE_S27_ 2 0.000
#> JC43_749.3.95_FE_S27_ 1 0.000
#> JC43_749.1_..95_FE_S27_ 2 0.000
#> JC43_749.4.95_FE_S27_ 1 0.000
#> JC43_751.1_FE_S27_ 1 0.000
#> JC43_752.1_._FE_S27_ 2 1.000
#> JC43_752.3_FE_S27_ 1 0.000
#> JC43_754.1_T.96_FE_S27_ 2 0.000
#> JC43_755.1_..96_FE_S27_ 1 0.000
#> JC43_755.3.96_FE_S27_ 1 0.000
#> JC43_757.1.96_FE_S27_ 2 0.000
#> JC43_758.1.97_FE_S27_ 1 0.000
#> JC43_759.1_T.97_FE_S27_ 1 0.000
#> JC43_759.3_T.97_FE_S27_ 1 0.249
#> JC43_749.2.95_FE_S27_ 1 0.000
#> JC43_751.2_._big_FE_S27_ 2 1.000
#> JC43_752.2_FE_S27_ 1 0.000
#> JC43_754.3_T.96_FE_S27_ 1 0.000
#> JC43_754.2_T.96_FE_S27_ 1 0.000
#> JC43_755.2.96_FE_S27_ 1 0.253
#> JC43_757.3.96_FE_S27_ 1 0.000
#> JC43_757.2_..96_FE_S27_ 2 0.000
#> JC43_758.2.97_FE_S27_ 1 0.000
#> JC43_759.2_T.97_FE_S27_ 1 0.000
#> JC43_761.1_T.97_FE_S27_ 1 0.000
#> JC43_762.1_FE_S27_ 2 0.000
#> JC43_763.1.98_FE_S27_ 1 0.502
#> JC43_764.1.98_FE_S27_ 1 0.000
#> JC43_765.1.98_FE_S27_ 1 0.000
#> JC43_766.1.98_FE_S27_ 2 0.000
#> JC43_767.1_FE_S27_ 1 0.000
#> JC43_768.1_FE_S27_ 1 0.000
#> JC43_769.1_FE_S27_ 1 0.000
#> JC43_771.3_FE_S27_ 2 0.000
#> JC43_771.1_._FE_S27_ 2 0.000
#> JC43_761.2_T.97_FE_S27_ 1 0.000
#> JC43_762.2_FE_S27_ 2 0.000
#> JC43_763.2.98_FE_S27_ 1 0.000
#> JC43_764.2.98_FE_S27_ 1 0.751
#> JC43_765.2.98_FE_S27_ 1 0.000
#> JC43_766.2_ery.98_FE_S27_ 1 0.000
#> JC43_767.2_FE_S27_ 1 0.000
#> JC43_768.2_FE_S27_ 1 0.000
#> JC43_769.2_FE_S27_ 2 1.000
#> JC43_771.4_FE_S27_ 1 1.000
#> JC43_771.2_FE_S27_ 1 0.000
#> JC43_772.2_FE_S27_ 1 0.000
#> JC44_773.1_W.99_FE_S27_ 2 1.000
#> JC44_774.1.99_FE_S27_ 2 0.000
#> JC44_775.1.99_FE_S27_ 1 0.000
#> JC44_776.1_._FE_S27_ 1 0.000
#> JC44_776.3_FE_S27_ 2 0.249
#> JC44_778.3_FE_S27_ 2 0.000
#> JC44_780.1_FE_S27_ 1 0.000
#> JC44_781.1_FE_S27_ 1 0.000
#> JC44_782.1.100_FE_S27_ 1 0.498
#> JC44_783.1.100_FE_S27_ 1 0.000
#> JC44_784.1.100_FE_S27_ 1 0.000
#> JC44_773.2_W.99_FE_S27_ 1 0.253
#> JC44_774.2.99_FE_S27_ 1 0.000
#> JC44_775.2.99_FE_S27_ 1 0.000
#> JC44_776.2_FE_S27_ 2 0.000
#> JC44_776.4_FE_S27_ 2 0.249
#> JC44_778.2_FE_S27_ 1 0.000
#> JC44_778.4_FE_S27_ 1 1.000
#> JC44_780.2_FE_S27_ 1 1.000
#> JC44_781.2_FE_S27_ 2 0.502
#> JC44_782.2.100_FE_S27_ 1 1.000
#> JC44_783.2.100_FE_S27_ 1 0.000
#> JC44_784.2.100_FE_S27_ 2 0.000
#> JC44_785.1_..100_FE_S27_ 1 0.000
#> JC44_785.3.100_FE_S27_ 2 0.000
#> JC44_787.1_T_FE_S27_ 2 1.000
#> JC44_788.1_big_adipo_FE_S27_ 1 0.000
#> JC44_789.1_._FE_S27_ 2 0.502
#> JC44_789.3_FE_S27_ 1 0.249
#> JC44_791.1_T_FE_S27_ 2 0.000
#> JC44_792.1_FE_S27_ 1 0.751
#> JC44_793.1_._FE_S27_ 2 0.000
#> JC44_793.3_FE_S27_ 1 0.502
#> JC44_795.1_FE_S27_ 1 0.000
#> JC44_796.1_._FE_S27_ 1 0.000
#> JC44_785.2.100_FE_S27_ 1 0.000
#> JC44_787.3_T_FE_S27_ 1 0.000
#> JC44_787.2_T_FE_S27_ 1 0.000
#> JC44_788.2_FE_S27_ 1 0.000
#> JC44_789.2_FE_S27_ 2 0.000
#> JC44_791.3_T_FE_S27_ 2 0.000
#> JC44_791.2_T_FE_S27_ 2 0.249
#> JC44_792.2_FE_S27_ 2 1.000
#> JC44_793.2_FE_S27_ 2 1.000
#> JC44_795.3_FE_S27_ 2 0.000
#> JC44_795.2_._FE_S27_ 2 0.249
#> JC44_796.2_._FE_S27_ 2 0.000
#> JC44_796.3_._FE_S27_ 2 0.000
#> JC44_798.1.101_FE_S27_ 1 0.000
#> JC44_799.1.101_FE_S27_ 1 0.000
#> JC44_800.1_FE_S27_ 2 1.000
#> JC44_801.1.102_FE_S27_ 2 0.000
#> JC44_802.1.102_FE_S27_ 2 0.751
#> JC44_803.1.102_FE_S27_ 2 0.502
#> JC44_804.1_T_FE_S27_ 1 0.253
#> JC44_804.3_T_FE_S27_ 2 0.000
#> JC44_806.1_FE_S27_ 2 0.751
#> JC44_807.1.103_FE_S27_ 2 0.000
#> JC44_808.1.103_FE_S27_ 2 0.000
#> JC44_798.2.101_FE_S27_ 1 0.000
#> JC44_799.2.101_FE_S27_ 1 0.000
#> JC44_800.2_FE_S27_ 2 1.000
#> JC44_801.2.102_FE_S27_ 1 0.000
#> JC44_802.2.102_FE_S27_ 1 0.000
#> JC44_803.2.102_FE_S27_ 1 0.000
#> JC44_804.2_T_FE_S27_ 2 1.000
#> JC44_808.3_..103_FE_S27_ 2 1.000
#> JC44_806.2_FE_S27_ 2 0.751
#> JC44_807.2.103_FE_S27_ 1 0.000
#> JC44_808.2.103_FE_S27_ 2 1.000
#> JC44_808.4.103_FE_S27_ 1 0.000
#> JC44_810.1_T.103_FE_S27_ 1 0.000
#> JC44_810.3_T.103_FE_S27_ 1 0.000
#> JC44_812.1.103_FE_S27_ 1 0.000
#> JC44_813.1_T.104_FE_S27_ 1 0.000
#> JC44_814.1.104_FE_S27_ 1 0.000
#> JC44_815.1.105_FE_S27_ 1 0.000
#> JC44_816.1.105_FE_S27_ 1 0.000
#> JC44_817.1_._FE_S27_ 1 0.000
#> JC44_817.3_FE_S27_ 1 0.000
#> JC44_819.1_big_FE_S27_ 2 1.000
#> JC44_820.1_FE_S27_ 2 0.000
#> JC44_808.5.103_FE_S27_ 1 0.000
#> JC44_810.2_T.103_FE_S27_ 2 0.502
#> JC44_813.3_T_FE_S27_ 1 0.000
#> JC44_812.2.103_FE_S27_ 1 0.000
#> JC44_813.2_T.104_FE_S27_ 1 0.000
#> JC44_814.2.104_FE_S27_ 1 0.000
#> JC44_815.2.105_FE_S27_ 1 0.000
#> JC44_816.2.105_FE_S27_ 1 0.000
#> JC44_817.2_FE_S27_ 2 1.000
#> JC44_818.2_FE_S27_ 2 1.000
#> JC44_819.2_FE_S27_ 2 0.000
#> JC44_820.2_FE_S27_ 1 0.000
#> JC45_821.1.106_FE_S30_ 2 0.000
#> JC45_822.1.106_FE_S30_ 2 0.000
#> JC45_823.1.106_FE_S30_ 1 0.000
#> JC45_824.1.106_FE_S30_ 1 0.000
#> JC45_825.1_FE_S30_ 2 0.000
#> JC45_826.1.107_FE_S30_ 2 0.000
#> JC45_827.1.107_FE_S30_ 2 0.000
#> JC45_828.1.107_FE_S30_ 1 0.000
#> JC45_829.1.107_FE_S30_ 1 0.000
#> JC45_830.1_._big_FE_S30_ 2 0.498
#> JC45_830.5_FE_S30_ 1 0.249
#> JC45_830.3_FE_S30_ 1 0.000
#> JC45_821.2.106_FE_S30_ 1 0.000
#> JC45_822.2.106_FE_S30_ 2 0.000
#> JC45_823.2.106_FE_S30_ 1 1.000
#> JC45_824.2.106_FE_S30_ 1 0.000
#> JC45_825.2_FE_S30_ 2 0.000
#> JC45_826.2.107_FE_S30_ 1 0.000
#> JC45_827.2.107_FE_S30_ 1 0.000
#> JC45_828.2.107_FE_S30_ 1 0.000
#> JC45_829.2.107_FE_S30_ 2 0.249
#> JC45_830.2_FE_S30_ 2 0.000
#> JC45_830.4_FE_S30_ 2 0.000
#> JC45_835.3_T.108_FE_S30_ 1 0.000
#> JC45_833.1_FE_S30_ 1 0.000
#> JC45_834.1.108_FE_S30_ 2 0.000
#> JC45_835.1_T.108_FE_S30_ 2 0.000
#> JC45_836.1.109_FE_S30_ 1 0.000
#> JC45_837.1_T.109_FE_S30_ 1 1.000
#> JC45_837.3_T.109_FE_S30_ 2 0.000
#> JC45_839.1.110_FE_S30_ 1 0.000
#> JC45_840.1.110_FE_S30_ 1 0.000
#> JC45_841.1_big_FE_S30_ 1 0.000
#> JC45_842.1_FE_S30_ 1 1.000
#> JC45_843.1_FE_S30_ 1 0.000
#> JC45_844.1.111_FE_S30_ 1 1.000
#> JC45_833.2_FE_S30_ 1 0.000
#> JC45_834.2.108_FE_S30_ 1 0.000
#> JC45_835.2_T.108_FE_S30_ 1 0.000
#> JC45_836.2.109_FE_S30_ 2 1.000
#> JC45_837.2_T.109_FE_S30_ 1 0.000
#> JC45_850.3.112_FE_S30_ 1 0.000
#> JC45_839.2.110_FE_S30_ 1 0.000
#> JC45_840.2.110_FE_S30_ 1 0.000
#> JC45_841.2_FE_S30_ 1 0.000
#> JC45_842.2_FE_S30_ 2 0.498
#> JC45_843.2_FE_S30_ 2 0.000
#> JC45_844.2.111_FE_S30_ 2 0.498
#> JC45_845.1.111_FE_S30_ 2 0.000
#> JC45_846.1.111_FE_S30_ 1 0.000
#> JC45_847.1_FE_S30_ 1 0.000
#> JC45_848.1_FE_S30_ 1 0.000
#> JC45_850.1_..112_FE_S30_ 1 0.000
#> JC45_851.1.112_FE_S30_ 1 0.000
#> JC45_852.1.112_FE_S30_ 1 0.000
#> JC45_852.3.112_FE_S30_ 1 0.000
#> JC45_854.1.112_FE_S30_ 1 0.000
#> JC45_855.1.112_FE_S30_ 1 1.000
#> JC45_856.1_FE_S30_ 2 0.751
#> JC45_845.2.111_FE_S30_ 2 0.502
#> JC45_846.2.111_FE_S30_ 1 0.000
#> JC45_847.2_FE_S30_ 2 0.000
#> JC45_848.2_FE_S30_ 1 0.000
#> JC45_849.2_FE_S30_ 1 0.000
#> JC45_851.2_ery.112_FE_S30_ 1 0.000
#> JC45_852.2_..112_FE_S30_ 1 0.000
#> JC45_856.3_FE_S30_ 2 1.000
#> JC45_855.2.112_FE_S30_ 2 0.000
#> JC45_856.2_._FE_S30_ 2 1.000
#> JC45_857.1_FE_S30_ 1 0.000
#> JC45_858.1_FE_S30_ 1 0.000
#> JC45_860.1_FE_S30_ 2 1.000
#> JC45_861.1_FE_S30_ 2 1.000
#> JC45_862.1_FE_S30_ 1 0.000
#> JC45_863.1_FE_S30_ 2 1.000
#> JC45_864.1_._FE_S30_ 1 1.000
#> JC45_866.1_FE_S30_ 1 0.000
#> JC45_867.1.113_FE_S30_ 1 0.000
#> JC45_868.1_big_mega.113_FE_S30_ 2 0.747
#> JC45_857.2_FE_S30_ 1 0.000
#> JC45_858.2_FE_S30_ 1 0.000
#> JC45_853.1_FE_S30_ 1 0.000
#> JC45_860.2_FE_S30_ 2 1.000
#> JC45_861.2_FE_S30_ 2 0.000
#> JC45_853.2_FE_S30_ 1 0.000
#> JC45_863.2_FE_S30_ 2 1.000
#> JC45_867.3.113_FE_S30_ 2 0.000
#> JC45_866.2_FE_S30_ 1 0.000
#> JC45_867.2_..113_FE_S30_ 2 1.000
#> JC45_868.2.113_FE_S30_ 2 0.000
#> JC46_869.1.114_FE_S30_ 2 1.000
#> JC46_870.1.114_FE_S30_ 1 0.000
#> JC46_871.1.114_FE_S30_ 2 0.249
#> JC46_872.1.114_FE_S30_ 1 0.000
#> JC46_873.1_FE_S30_ 2 0.000
#> JC46_874.1_FE_S30_ 1 0.249
#> JC46_875.1_T_emperi_big_FE_S30_ 2 0.000
#> JC46_875.3_T_FE_S30_ 2 0.502
#> JC46_877.1_T_FE_S30_ 2 1.000
#> JC46_878.1_._big.115_FE_S30_ 2 0.751
#> JC46_878.3.115_FE_S30_ 1 0.000
#> JC46_878.4.115_FE_S30_ 1 0.000
#> JC46_869.2.114_FE_S30_ 1 0.502
#> JC46_870.2.114_FE_S30_ 2 0.000
#> JC46_871.2.114_FE_S30_ 2 0.000
#> JC46_872.2.114_FE_S30_ 1 1.000
#> JC46_873.2_FE_S30_ 1 0.000
#> JC46_874.2_FE_S30_ 2 0.000
#> JC46_875.2_T_FE_S30_ 1 0.000
#> JC46_877.3_T_FE_S30_ 1 0.000
#> JC46_877.2_T_FE_S30_ 1 0.000
#> JC46_878.2.115_FE_S30_ 1 0.000
#> JC46_878.5.115_FE_S30_ 2 0.000
#> JC46_878.6.115_FE_S30_ 1 0.000
#> JC46_878.7.115_FE_S30_ 1 0.000
#> JC46_882.1.116_FE_S30_ 2 0.000
#> JC46_883.1.116_FE_S30_ 2 0.000
#> JC46_884.1_FE_S30_ 1 0.498
#> JC46_885.1_FE_S30_ 2 1.000
#> JC46_886.1.117_FE_S30_ 2 0.000
#> JC46_887.1.117_FE_S30_ 2 0.000
#> JC46_888.1.117_FE_S30_ 1 1.000
#> JC46_889.1_FE_S30_ 1 0.000
#> JC46_890.1_FE_S30_ 1 0.000
#> JC46_891.1.118_FE_S30_ 1 0.000
#> JC46_892.1_T.118_FE_S30_ 1 0.751
#> JC46_878.8.115_FE_S30_ 1 0.000
#> JC46_882.2.116_FE_S30_ 2 0.000
#> JC46_883.2.116_FE_S30_ 1 0.000
#> JC46_884.2_FE_S30_ 1 0.000
#> JC46_885.2_FE_S30_ 1 0.000
#> JC46_886.2.117_FE_S30_ 2 1.000
#> JC46_887.2.117_FE_S30_ 2 0.751
#> JC46_888.2.117_FE_S30_ 2 0.000
#> JC46_889.2_FE_S30_ 2 0.000
#> JC46_890.2_FE_S30_ 1 0.000
#> JC46_891.2.118_FE_S30_ 2 0.747
#> JC46_892.2_T.118_FE_S30_ 1 0.000
#> JC46_892.3_T.118_FE_S30_ 2 0.000
#> JC46_894.1.118_FE_S30_ 1 0.751
#> JC46_895.1.118_FE_S30_ 2 0.498
#> JC46_896.1.118_FE_S30_ 1 0.000
#> JC46_897.1_emperi_big.118_FE_S30_ 2 0.498
#> JC46_898.1_FE_S30_ 1 0.000
#> JC46_899.1_FE_S30_ 2 0.000
#> JC46_900.1.119_FE_S30_ 1 0.000
#> JC46_901.1.119_FE_S30_ 1 0.000
#> JC46_902.1_FE_S30_ 2 0.000
#> JC46_903.1.120_FE_S30_ 2 0.000
#> JC46_904.1.120_FE_S30_ 1 0.000
#> JC46_895.3_..118_FE_S30_ 2 0.000
#> JC46_894.2.118_FE_S30_ 1 0.000
#> JC46_895.2.118_FE_S30_ 1 0.000
#> JC46_896.2.118_FE_S30_ 2 1.000
#> JC46_897.2.118_FE_S30_ 1 0.502
#> JC46_898.2_FE_S30_ 1 0.000
#> JC46_899.2_FE_S30_ 2 0.000
#> JC46_900.2.119_FE_S30_ 1 0.000
#> JC46_901.2.119_FE_S30_ 1 0.000
#> JC46_902.2_FE_S30_ 2 0.000
#> JC46_903.2.120_FE_S30_ 2 0.000
#> JC46_904.2.120_FE_S30_ 2 0.249
#> JC46_905.1.120_FE_S30_ 1 0.000
#> JC46_906.1.120_FE_S30_ 1 0.000
#> JC46_906.3.120_FE_S30_ 2 0.000
#> JC46_908.1_T_FE_S30_ 1 0.000
#> JC46_909.1.121_FE_S30_ 2 0.747
#> JC46_910.1.121_FE_S30_ 2 0.747
#> JC46_911.1.121_FE_S30_ 2 0.249
#> JC46_912.3_..121_FE_S30_ 2 0.000
#> JC46_913.1_FE_S30_ 1 0.000
#> JC46_914.1_FE_S30_ 1 0.000
#> JC46_915.1_FE_S30_ 1 0.000
#> JC46_916.1_FE_S30_ 1 0.000
#> JC46_905.2.120_FE_S30_ 2 0.000
#> JC46_906.2_..120_FE_S30_ 1 0.000
#> JC46_908.3_T_FE_S30_ 1 0.000
#> JC46_908.2_T_FE_S30_ 1 0.000
#> JC46_909.2.121_FE_S30_ 2 0.249
#> JC46_910.2.121_FE_S30_ 1 0.000
#> JC46_911.2.121_FE_S30_ 2 0.000
#> JC46_912.4.121_FE_S30_ 2 0.000
#> JC46_913.2_FE_S30_ 1 0.000
#> JC46_914.2_FE_S30_ 2 0.751
#> JC46_915.2_FE_S30_ 1 0.000
#> JC46_916.2_FE_S30_ 2 0.000
#> JC48P4_917_HSC_FE_S8_ 2 0.000
#> JC48P4_918_HSC_FE_S8_ 2 0.000
#> JC48P4_919_HSC_FE_S8_ 2 0.000
#> JC48P4_920_HSC_FE_S8_ 2 0.000
#> JC48P4_921_HSC_FE_S8_ 2 0.000
#> JC48P4_922_HSC_FE_S8_ 2 0.000
#> JC48P4_923_HSC_FE_S8_ 2 0.000
#> JC48P4_924_HSC_FE_S8_ 2 0.000
#> JC48P4_925_HSC_FE_S8_ 2 0.000
#> JC48P4_926_HSC_FE_S8_ 2 0.000
#> JC48P4_927_HSC_FE_S8_ 2 0.000
#> JC48P4_928_HSC_FE_S8_ 2 0.000
#> JC48P4_929_HSC_FE_S8_ 1 1.000
#> JC48P4_930_HSC_FE_S8_ 2 0.000
#> JC48P4_931_HSC_FE_S8_ 1 1.000
#> JC48P4_932_HSC_FE_S8_ 2 0.000
#> JC48P4_933_HSC_FE_S8_ 2 0.000
#> JC48P4_934_HSC_FE_S8_ 1 1.000
#> JC48P4_935_HSC_FE_S8_ 2 0.000
#> JC48P4_936_HSC_FE_S8_ 2 0.000
#> JC48P4_937_HSC_FE_S8_ 2 0.000
#> JC48P4_938_HSC_FE_S8_ 1 1.000
#> JC48P4_939_HSC_FE_S8_ 2 0.000
#> JC48P4_940_HSC_FE_S8_ 2 0.000
#> JC48P4_941_HSC_FE_S8_ 2 0.000
#> JC48P4_942_HSC_FE_S8_ 2 0.000
#> JC48P4_943_HSC_FE_S8_ 2 0.000
#> JC48P4_944_HSC_FE_S8_ 2 0.000
#> JC48P4_945_HSC_FE_S8_ 2 0.000
#> JC48P4_946_HSC_FE_S8_ 2 0.000
#> JC48P4_947_HSC_FE_S8_ 2 0.000
#> JC48P4_948_HSC_FE_S8_ 2 0.000
#> JC48P4_949_HSC_FE_S8_ 2 0.000
#> JC48P4_950_HSC_FE_S8_ 2 0.000
#> JC48P4_951_HSC_FE_S8_ 2 0.000
#> JC48P4_952_HSC_FE_S8_ 2 0.000
#> JC48P4_953_HSC_FE_S8_ 2 0.000
#> JC48P4_954_HSC_FE_S8_ 2 0.000
#> JC48P4_955_HSC_FE_S8_ 2 0.000
#> JC48P4_956_HSC_FE_S8_ 2 0.000
#> JC48P4_957_HSC_FE_S8_ 2 0.000
#> JC48P4_958_HSC_FE_S8_ 2 0.000
#> JC48P4_959_HSC_FE_S8_ 2 0.000
#> JC48P4_960_HSC_FE_S8_ 2 0.000
#> JC48P4_961_HSC_FE_S8_ 2 0.000
#> JC48P4_962_HSC_FE_S8_ 2 0.000
#> JC48P4_963_HSC_FE_S8_ 2 0.000
#> JC48P4_964_HSC_FE_S8_ 2 0.000
#> JC48P4_965_HSC_FE_S8_ 2 0.000
#> JC48P4_966_HSC_FE_S8_ 2 0.000
#> JC48P4_967_HSC_FE_S8_ 2 0.000
#> JC48P4_968_HSC_FE_S8_ 2 0.000
#> JC48P4_969_HSC_FE_S8_ 2 0.000
#> JC48P4_970_HSC_FE_S8_ 2 0.000
#> JC48P4_971_HSC_FE_S8_ 2 0.000
#> JC48P4_972_HSC_FE_S8_ 2 0.000
#> JC48P4_973_HSC_FE_S8_ 2 0.000
#> JC48P4_974_HSC_FE_S8_ 2 0.000
#> JC48P4_975_HSC_FE_S8_ 2 0.000
#> JC48P4_976_HSC_FE_S8_ 2 0.000
#> JC48P4_977_HSC_FE_S8_ 2 0.000
#> JC48P4_978_HSC_FE_S8_ 2 0.000
#> JC48P4_979_HSC_FE_S8_ 2 0.000
#> JC48P4_980_HSC_FE_S8_ 2 0.000
#> JC48P4_981_HSC_FE_S8_ 2 0.000
#> JC48P4_982_HSC_FE_S8_ 2 0.000
#> JC48P4_983_HSC_FE_S8_ 2 0.000
#> JC48P4_984_HSC_FE_S8_ 2 0.000
#> JC48P4_985_HSC_FE_S8_ 2 0.000
#> JC48P4_986_HSC_FE_S8_ 2 0.000
#> JC48P4_987_HSC_FE_S8_ 2 0.000
#> JC48P4_988_HSC_FE_S8_ 2 0.000
#> JC48P4_989_HSC_FE_S8_ 2 0.000
#> JC48P4_990_HSC_FE_S8_ 2 0.000
#> JC48P4_991_HSC_FE_S8_ 2 0.000
#> JC48P4_992_HSC_FE_S8_ 2 0.000
#> JC48P4_993_HSC_FE_S8_ 2 0.000
#> JC48P4_994_HSC_FE_S8_ 2 0.000
#> JC48P4_995_HSC_FE_S8_ 2 0.000
#> JC48P4_996_HSC_FE_S8_ 2 0.000
#> JC48P4_997_HSC_FE_S8_ 2 0.000
#> JC48P4_998_HSC_FE_S8_ 2 0.000
#> JC48P4_999_HSC_FE_S8_ 2 0.000
#> JC48P4_1000_HSC_FE_S8_ 2 0.000
#> JC48P4_1001_HSC_FE_S8_ 2 0.000
#> JC48P4_1002_HSC_FE_S8_ 1 1.000
#> JC48P4_1004_HSC_FE_S8_ 2 0.000
#> JC48P4_1005_HSC_FE_S8_ 2 0.000
#> JC48P4_1006_HSC_FE_S8_ 2 0.000
#> JC48P4_1007_HSC_FE_S8_ 2 0.000
#> JC48P4_1008_HSC_FE_S8_ 2 0.000
#> JC48P4_1009_HSC_FE_S8_ 2 0.000
#> JC48P4_1010_HSC_FE_S8_ 2 0.000
#> JC48P4_1011_HSC_FE_S8_ 2 0.000
#> JC48P4_1012_HSC_FE_S8_ 2 0.000
#> JC48P7_1013_HSC_FE_S8_ 2 0.000
#> JC48P7_1014_HSC_FE_S8_ 2 0.000
#> JC48P7_1015_HSC_FE_S8_ 2 0.000
#> JC48P7_1016_HSC_FE_S8_ 2 0.000
#> JC48P7_1017_HSC_FE_S8_ 2 0.000
#> JC48P7_1018_HSC_FE_S8_ 2 0.000
#> JC48P7_1019_HSC_FE_S8_ 2 0.000
#> JC48P7_1020_HSC_FE_S8_ 2 0.000
#> JC48P7_1022_HSC_FE_S8_ 1 1.000
#> JC48P7_1023_HSC_FE_S8_ 1 1.000
#> JC48P7_1024_HSC_FE_S8_ 1 1.000
#> JC48P7_1025_HSC_FE_S8_ 1 1.000
#> JC48P7_1026_HSC_FE_S8_ 1 1.000
#> JC48P7_1027_HSC_FE_S8_ 2 0.000
#> JC48P7_1028_HSC_FE_S8_ 1 1.000
#> JC48P7_1029_HSC_FE_S8_ 2 0.000
#> JC48P7_1030_HSC_FE_S8_ 1 0.502
#> JC48P7_1031_HSC_FE_S8_ 2 0.000
#> JC48P7_1032_HSC_FE_S8_ 2 0.000
#> JC48P7_1033_HSC_FE_S8_ 2 0.000
#> JC48P7_1034_HSC_FE_S8_ 1 1.000
#> JC48P7_1035_HSC_FE_S8_ 1 1.000
#> JC48P7_1036_HSC_FE_S8_ 1 1.000
#> JC48P7_1037_HSC_FE_S8_ 2 0.000
#> JC48P7_1038_HSC_FE_S8_ 2 0.000
#> JC48P7_1039_HSC_FE_S8_ 2 0.000
#> JC48P7_1040_HSC_FE_S8_ 2 0.000
#> JC48P7_1041_HSC_FE_S8_ 2 0.000
#> JC48P7_1042_HSC_FE_S8_ 2 0.000
#> JC48P7_1043_HSC_FE_S8_ 1 1.000
#> JC48P7_1044_HSC_FE_S8_ 1 1.000
#> JC48P7_1045_HSC_FE_S8_ 2 0.000
#> JC48P7_1046_HSC_FE_S8_ 2 0.000
#> JC48P7_1047_HSC_FE_S8_ 2 0.000
#> JC48P7_1048_HSC_FE_S8_ 2 0.000
#> JC48P7_1049_HSC_FE_S8_ 2 0.000
#> JC48P7_1050_HSC_FE_S8_ 2 0.000
#> JC48P7_1051_HSC_FE_S8_ 2 0.000
#> JC48P7_1052_HSC_FE_S8_ 1 1.000
#> JC48P7_1053_HSC_FE_S8_ 2 0.000
#> JC48P7_1054_HSC_FE_S8_ 2 0.000
#> JC48P7_1055_HSC_FE_S8_ 2 0.000
#> JC48P7_1056_HSC_FE_S8_ 1 1.000
#> JC48P7_1057_HSC_FE_S8_ 1 1.000
#> JC48P7_1058_HSC_FE_S8_ 2 0.000
#> JC48P7_1059_HSC_FE_S8_ 2 0.000
#> JC48P7_1060_HSC_FE_S8_ 2 0.000
#> JC48P7_1061_HSC_FE_S8_ 2 0.000
#> JC48P7_1062_HSC_FE_S8_ 2 0.000
#> JC48P7_1063_HSC_FE_S8_ 2 0.000
#> JC48P7_1064_HSC_FE_S8_ 2 0.000
#> JC48P7_1065_HSC_FE_S8_ 2 0.000
#> JC48P7_1066_HSC_FE_S8_ 2 0.000
#> JC48P7_1067_HSC_FE_S8_ 2 0.000
#> JC48P7_1068_HSC_FE_S8_ 2 0.000
#> JC48P7_1070_HSC_FE_S8_ 2 0.000
#> JC48P7_1071_HSC_FE_S8_ 2 0.000
#> JC48P7_1072_HSC_FE_S8_ 2 0.000
#> JC48P7_1073_HSC_FE_S8_ 1 1.000
#> JC48P7_1074_HSC_FE_S8_ 2 0.000
#> JC48P7_1075_HSC_FE_S8_ 2 0.000
#> JC48P7_1076_HSC_FE_S8_ 2 0.000
#> JC48P7_1077_HSC_FE_S8_ 2 0.000
#> JC48P7_1078_HSC_FE_S8_ 1 0.000
#> JC48P7_1079_HSC_FE_S8_ 2 0.000
#> JC48P7_1080_HSC_FE_S8_ 2 0.000
#> JC48P7_1081_HSC_FE_S8_ 2 0.000
#> JC48P7_1082_HSC_FE_S8_ 2 0.000
#> JC48P7_1083_HSC_FE_S8_ 2 0.000
#> JC48P7_1084_HSC_FE_S8_ 2 0.000
#> JC48P7_1085_HSC_FE_S8_ 1 0.000
#> JC48P7_1086_HSC_FE_S8_ 2 0.000
#> JC48P7_1087_HSC_FE_S8_ 2 0.000
#> JC48P7_1088_HSC_FE_S8_ 2 0.000
#> JC48P7_1089_HSC_FE_S8_ 2 0.000
#> JC48P7_1090_HSC_FE_S8_ 2 0.000
#> JC48P7_1091_HSC_FE_S8_ 2 0.000
#> JC48P7_1092_HSC_FE_S8_ 2 0.000
#> JC48P7_1093_HSC_FE_S8_ 2 0.000
#> JC48P7_1094_HSC_FE_S8_ 2 0.000
#> JC48P7_1095_HSC_FE_S8_ 2 0.000
#> JC48P7_1096_HSC_FE_S8_ 1 1.000
#> JC48P7_1097_HSC_FE_S8_ 1 1.000
#> JC48P7_1098_HSC_FE_S8_ 2 0.000
#> JC48P7_1099_HSC_FE_S8_ 2 0.000
#> JC48P7_1100_HSC_FE_S8_ 2 0.000
#> JC48P7_1101_HSC_FE_S8_ 2 0.000
#> JC48P7_1102_HSC_FE_S8_ 2 0.000
#> JC48P7_1103_HSC_FE_S8_ 2 0.000
#> JC48P7_1104_HSC_FE_S8_ 2 0.000
#> JC48P7_1105_HSC_FE_S8_ 2 0.000
#> JC48P7_1106_HSC_FE_S8_ 2 0.000
#> JC48P7_1107_HSC_FE_S8_ 2 0.000
#> JC48P7_1108_HSC_FE_S8_ 2 0.000
#> JC48P6_1109_HSC_FE_S8_ 2 0.000
#> JC48P6_1110_HSC_FE_S8_ 1 1.000
#> JC48P6_1111_HSC_FE_S8_ 2 0.000
#> JC48P6_1112_HSC_FE_S8_ 2 0.000
#> JC48P6_1113_HSC_FE_S8_ 2 0.000
#> JC48P6_1114_HSC_FE_S8_ 2 1.000
#> JC48P6_1115_HSC_FE_S8_ 2 0.000
#> JC48P6_1116_HSC_FE_S8_ 1 1.000
#> JC48P6_1117_HSC_FE_S8_ 2 0.000
#> JC48P6_1118_HSC_FE_S8_ 2 0.000
#> JC48P6_1119_HSC_FE_S8_ 2 0.000
#> JC48P6_1120_HSC_FE_S8_ 1 1.000
#> JC48P6_1121_HSC_FE_S8_ 2 0.000
#> JC48P6_1122_HSC_FE_S8_ 1 1.000
#> JC48P6_1123_HSC_FE_S8_ 1 1.000
#> JC48P6_1124_HSC_FE_S8_ 1 1.000
#> JC48P6_1125_HSC_FE_S8_ 1 1.000
#> JC48P6_1126_HSC_FE_S8_ 1 1.000
#> JC48P6_1127_HSC_FE_S8_ 2 1.000
#> JC48P6_1128_HSC_FE_S8_ 2 0.000
#> JC48P6_1129_HSC_FE_S8_ 2 0.000
#> JC48P6_1130_HSC_FE_S8_ 1 1.000
#> JC48P6_1131_HSC_FE_S8_ 1 1.000
#> JC48P6_1132_HSC_FE_S8_ 1 1.000
#> JC48P6_1133_HSC_FE_S8_ 2 0.000
#> JC48P6_1134_HSC_FE_S8_ 2 0.000
#> JC48P6_1135_HSC_FE_S8_ 2 0.000
#> JC48P6_1136_HSC_FE_S8_ 2 0.000
#> JC48P6_1137_HSC_FE_S8_ 2 0.000
#> JC48P6_1138_HSC_FE_S8_ 2 0.000
#> JC48P6_1139_HSC_FE_S8_ 1 1.000
#> JC48P6_1140_HSC_FE_S8_ 1 1.000
#> JC48P6_1141_HSC_FE_S8_ 1 1.000
#> JC48P6_1142_HSC_FE_S8_ 2 0.000
#> JC48P6_1143_HSC_FE_S8_ 2 0.000
#> JC48P6_1144_HSC_FE_S8_ 1 1.000
#> JC48P6_1145_HSC_FE_S8_ 2 0.000
#> JC48P6_1146_HSC_FE_S8_ 2 1.000
#> JC48P6_1147_HSC_FE_S8_ 1 1.000
#> JC48P6_1148_HSC_FE_S8_ 2 0.000
#> JC48P6_1149_HSC_FE_S8_ 2 0.000
#> JC48P6_1150_HSC_FE_S8_ 1 1.000
#> JC48P6_1151_HSC_FE_S8_ 1 1.000
#> JC48P6_1152_HSC_FE_S8_ 1 1.000
#> JC48P6_1153_HSC_FE_S8_ 1 1.000
#> JC48P6_1154_HSC_FE_S8_ 2 0.000
#> JC48P6_1155_HSC_FE_S8_ 2 0.000
#> JC48P6_1156_HSC_FE_S8_ 2 0.000
#> JC48P6_1157_HSC_FE_S8_ 2 0.000
#> JC48P6_1158_HSC_FE_S8_ 1 1.000
#> JC48P6_1159_HSC_FE_S8_ 2 0.000
#> JC48P6_1160_HSC_FE_S8_ 2 0.000
#> JC48P6_1161_HSC_FE_S8_ 2 0.000
#> JC48P6_1162_HSC_FE_S8_ 2 0.751
#> JC48P6_1163_HSC_FE_S8_ 2 0.000
#> JC48P6_1164_HSC_FE_S8_ 2 0.000
#> JC48P6_1165_HSC_FE_S8_ 2 0.000
#> JC48P6_1166_HSC_FE_S8_ 2 0.000
#> JC48P6_1167_HSC_FE_S8_ 2 0.000
#> JC48P6_1168_HSC_FE_S8_ 2 0.000
#> JC48P6_1169_HSC_FE_S8_ 2 0.000
#> JC48P6_1170_HSC_FE_S8_ 2 0.000
#> JC48P6_1171_HSC_FE_S8_ 2 0.000
#> JC48P6_1172_HSC_FE_S8_ 2 0.000
#> JC48P6_1173_HSC_FE_S8_ 2 0.000
#> JC48P6_1174_HSC_FE_S8_ 2 0.000
#> JC48P6_1175_HSC_FE_S8_ 2 0.000
#> JC48P6_1176_HSC_FE_S8_ 2 0.000
#> JC48P6_1177_HSC_FE_S8_ 2 0.000
#> JC48P6_1178_HSC_FE_S8_ 2 0.000
#> JC48P6_1179_HSC_FE_S8_ 2 0.000
#> JC48P6_1180_HSC_FE_S8_ 2 0.000
#> JC48P6_1181_HSC_FE_S8_ 2 0.751
#> JC48P6_1182_HSC_FE_S8_ 2 0.000
#> JC48P6_1183_HSC_FE_S8_ 2 0.000
#> JC48P6_1184_HSC_FE_S8_ 2 0.000
#> JC48P6_1185_HSC_FE_S8_ 2 0.000
#> JC48P6_1186_HSC_FE_S8_ 1 1.000
#> JC48P6_1187_HSC_FE_S8_ 2 0.000
#> JC48P6_1188_HSC_FE_S8_ 2 0.000
#> JC48P6_1189_HSC_FE_S8_ 2 0.000
#> JC48P6_1190_HSC_FE_S8_ 1 1.000
#> JC48P6_1191_HSC_FE_S8_ 2 0.000
#> JC48P6_1192_HSC_FE_S8_ 2 0.000
#> JC48P6_1193_HSC_FE_S8_ 1 1.000
#> JC48P6_1194_HSC_FE_S8_ 2 0.000
#> JC48P6_1195_HSC_FE_S8_ 1 1.000
#> JC48P6_1196_HSC_FE_S8_ 2 0.000
#> JC48P6_1197_HSC_FE_S8_ 2 0.000
#> JC48P6_1198_HSC_FE_S8_ 1 1.000
#> JC48P6_1199_HSC_FE_S8_ 2 0.000
#> JC48P6_1200_HSC_FE_S8_ 2 0.000
#> JC48P6_1201_HSC_FE_S8_ 2 0.000
#> JC48P6_1202_HSC_FE_S8_ 2 0.000
#> JC48P6_1203_HSC_FE_S8_ 2 0.000
#> JC48P6_1204_HSC_FE_S8_ 2 0.000
get_classes(res, k = 3)
#> class p
#> JC4_349_HSC_FE_S13_ 1 0.000
#> JC4_350_HSC_FE_S13_ 1 0.000
#> JC4_351_HSC_FE_S13_ 1 0.000
#> JC4_352_HSC_FE_S13_ 1 0.000
#> JC4_353_HSC_FE_S13_ 1 0.000
#> JC4_354_HSC_FE_S13_ 1 0.000
#> JC4_355_HSC_FE_S13_ 1 0.000
#> JC4_356_HSC_FE_S13_ 1 0.249
#> JC4_357_HSC_FE_S13_ 1 0.000
#> JC4_358_HSC_FE_S13_ 1 0.000
#> JC4_359_HSC_FE_S13_ 1 0.000
#> JC4_360_HSC_FE_S13_ 3 1.000
#> JC4_361_HSC_FE_S13_ 1 0.000
#> JC4_362_HSC_FE_S13_ 1 0.000
#> JC4_363_HSC_FE_S13_ 3 0.000
#> JC4_364_HSC_FE_S13_ 1 0.000
#> JC4_365_HSC_FE_S13_ 1 0.000
#> JC4_366_HSC_FE_S13_ 1 1.000
#> JC4_368_HSC_FE_S13_ 1 0.000
#> JC4_369_HSC_FE_S13_ 1 0.000
#> JC4_371_HSC_FE_S13_ 1 0.000
#> JC4_372_HSC_FE_S13_ 1 0.000
#> JC4_373_HSC_FE_S13_ 1 1.000
#> JC4_374_HSC_FE_S13_ 1 0.000
#> JC4_375_HSC_FE_S13_ 1 0.000
#> JC4_376_HSC_FE_S13_ 1 0.000
#> JC4_377_HSC_FE_S13_ 1 0.000
#> JC4_378_HSC_FE_S13_ 1 0.000
#> JC4_379_HSC_FE_S13_ 1 0.000
#> JC4_380_HSC_FE_S13_ 1 0.000
#> JC4_382_HSC_FE_S13_ 1 0.000
#> JC4_383_HSC_FE_S13_ 1 0.000
#> JC4_384_HSC_FE_S13_ 3 1.000
#> JC4_385_HSC_FE_S13_ 1 0.000
#> JC4_386_HSC_FE_S13_ 1 0.000
#> JC4_387_HSC_FE_S13_ 1 0.000
#> JC4_388_HSC_FE_S13_ 1 0.000
#> JC4_389_HSC_FE_S13_ 1 0.000
#> JC4_390_HSC_FE_S13_ 1 1.000
#> JC4_391_HSC_FE_S13_ 1 0.000
#> JC4_392_HSC_FE_S13_ 1 0.000
#> JC4_393_HSC_FE_S13_ 1 0.000
#> JC4_394_HSC_FE_S13_ 1 0.000
#> JC4_395_HSC_FE_S13_ 1 0.000
#> JC4_397_HSC_FE_S13_ 1 1.000
#> JC4_398_HSC_FE_S13_ 1 0.000
#> JC4_399_HSC_FE_S13_ 1 1.000
#> JC4_400_HSC_FE_S13_ 3 0.000
#> JC4_401_HSC_FE_S13_ 1 0.000
#> JC4_402_HSC_FE_S13_ 1 0.000
#> JC4_403_HSC_FE_S13_ 1 0.000
#> JC4_404_HSC_FE_S13_ 1 0.000
#> JC4_405_HSC_FE_S13_ 1 0.000
#> JC4_406_HSC_FE_S13_ 1 0.000
#> JC4_407_HSC_FE_S13_ 1 0.000
#> JC4_408_HSC_FE_S13_ 1 0.000
#> JC4_409_HSC_FE_S13_ 1 0.000
#> JC4_410_HSC_FE_S13_ 1 0.000
#> JC4_411_HSC_FE_S13_ 1 0.000
#> JC4_412_HSC_FE_S13_ 1 0.000
#> JC4_413_HSC_FE_S13_ 1 0.000
#> JC4_414_HSC_FE_S13_ 1 0.000
#> JC4_415_HSC_FE_S13_ 1 0.000
#> JC4_416_HSC_FE_S13_ 1 0.000
#> JC4_417_HSC_FE_S13_ 1 0.000
#> JC4_418_HSC_FE_S13_ 1 0.000
#> JC4_419_HSC_FE_S13_ 1 0.000
#> JC4_420_HSC_FE_S13_ 1 0.000
#> JC4_421_HSC_FE_S13_ 1 0.000
#> JC4_422_HSC_FE_S13_ 1 0.000
#> JC4_423_HSC_FE_S13_ 1 0.000
#> JC4_424_HSC_FE_S13_ 1 0.000
#> JC4_425_HSC_FE_S13_ 1 0.000
#> JC4_426_HSC_FE_S13_ 1 0.000
#> JC4_427_HSC_FE_S13_ 1 0.000
#> JC4_428_HSC_FE_S13_ 1 0.000
#> JC4_429_HSC_FE_S13_ 1 0.000
#> JC4_430_HSC_FE_S13_ 1 0.000
#> JC4_431_HSC_FE_S13_ 1 0.000
#> JC4_432_HSC_FE_S13_ 1 0.000
#> JC4_433_HSC_FE_S13_ 1 0.000
#> JC4_434_HSC_FE_S13_ 1 0.000
#> JC4_435_HSC_FE_S13_ 1 0.000
#> JC4_436_HSC_FE_S13_ 1 0.000
#> JC20_1.1_FE_S25_ 1 0.000
#> JC20_2.1_FE_S25_ 1 0.000
#> JC20_3.1_FE_S25_ 1 0.000
#> JC20_4.1_FE_S25_ 1 0.000
#> JC20_5.1_FE_S25_ 1 0.000
#> JC20_6.1_FE_S25_ 1 0.000
#> JC20_7.1_FE_S25_ 1 0.000
#> JC20_8.1_FE_S25_ 1 0.000
#> JC20_9.1_FE_S25_ 1 0.000
#> JC20_10.1_FE_S25_ 1 0.000
#> JC20_11.1_FE_S25_ 1 0.000
#> JC20_12.1_FE_S25_ 1 0.000
#> JC20_1.2_FE_S25_ 1 0.000
#> JC20_2.2_FE_S25_ 1 0.000
#> JC20_3.2_FE_S25_ 1 0.000
#> JC20_4.2_FE_S25_ 1 0.000
#> JC20_5.2_FE_S25_ 3 1.000
#> JC20_6.2_FE_S25_ 1 0.000
#> JC20_7.2_FE_S25_ 1 0.000
#> JC20_8.2_FE_S25_ 1 0.000
#> JC20_9.2_FE_S25_ 1 0.000
#> JC20_10.2_FE_S25_ 1 0.000
#> JC20_11.2_FE_S25_ 1 0.000
#> JC20_12.2_FE_S25_ 1 0.000
#> JC20_13.1_FE_S25_ 1 0.000
#> JC20_14.1_FE_S25_ 1 0.000
#> JC20_15.1_FE_S25_ 1 0.000
#> JC20_16.1_FE_S25_ 1 0.000
#> JC20_17.1_FE_S25_ 1 0.000
#> JC20_18.1_FE_S25_ 1 0.000
#> JC20_19.1_FE_S25_ 1 0.000
#> JC20_20.1_FE_S25_ 1 0.000
#> JC20_21.1_FE_S25_ 1 0.000
#> JC20_22.1_FE_S25_ 1 0.000
#> JC20_23.1_FE_S25_ 1 0.253
#> JC20_24.1_FE_S25_ 1 0.000
#> JC20_13.2_FE_S25_ 1 0.000
#> JC20_14.2_FE_S25_ 1 0.000
#> JC20_15.2_FE_S25_ 1 0.000
#> JC20_16.2_FE_S25_ 1 0.000
#> JC20_17.2_FE_S25_ 1 0.000
#> JC20_18.2_FE_S25_ 1 0.000
#> JC20_19.2_FE_S25_ 1 0.000
#> JC20_20.2_FE_S25_ 1 0.000
#> JC20_21.2_FE_S25_ 1 0.000
#> JC20_22.2_big_FE_S25_ 1 0.000
#> JC20_23.2_FE_S25_ 1 0.000
#> JC20_24.2_FE_S25_ 1 0.000
#> JC20_25.1_FE_S25_ 1 0.000
#> JC20_26.1_FE_S25_ 1 0.000
#> JC20_27.1_FE_S25_ 1 0.000
#> JC20_29.1_FE_S25_ 2 0.000
#> JC20_33.1_FE_S25_ 1 0.000
#> JC20_34.1_FE_S25_ 1 0.000
#> JC20_36.1_FE_S25_ 1 0.000
#> JC20_25.2_FE_S25_ 1 0.000
#> JC20_26.2_FE_S25_ 1 0.000
#> JC20_27.2_FE_S25_ 1 0.000
#> JC20_28.2_FE_S25_ 1 0.000
#> JC20_29.2_FE_S25_ 1 0.000
#> JC20_30.2_FE_S25_ 1 0.000
#> JC20_31.2_FE_S25_ 1 0.000
#> JC20_33.2_FE_S25_ 1 0.000
#> JC20_34.2_FE_S25_ 1 0.000
#> JC20_35.2_FE_S25_ 1 0.000
#> JC20_36.2_FE_S25_ 1 0.000
#> JC20_37.1_FE_S25_ 1 0.000
#> JC20_39.1_FE_S25_ 1 0.000
#> JC20_41.1_FE_S25_ 1 0.000
#> JC20_42.1.1_FE_S25_ 1 0.000
#> JC20_43.1.1_FE_S25_ 1 0.000
#> JC20_44.1.1_FE_S25_ 1 0.000
#> JC20_45.1.2_FE_S25_ 1 0.000
#> JC20_46.1.2_FE_S25_ 1 0.000
#> JC20_48.1.2_FE_S25_ 1 0.000
#> JC20_37.2_FE_S25_ 1 0.000
#> JC20_38.2_FE_S25_ 1 0.000
#> JC20_39.2_FE_S25_ 1 0.000
#> JC20_40.2_FE_S25_ 1 0.000
#> JC20_41.2_FE_S25_ 1 0.253
#> JC20_42.2.1_FE_S25_ 1 0.000
#> JC20_43.2.1_FE_S25_ 1 1.000
#> JC20_44.2.1_FE_S25_ 1 0.000
#> JC20_45.2.2_FE_S25_ 1 0.000
#> JC20_46.2.2_FE_S25_ 1 1.000
#> JC20_47.2.2_FE_S25_ 3 0.000
#> JC20_48.2.2_FE_S25_ 1 0.000
#> JC21_49.1_FE_S25_ 1 0.000
#> JC21_50.1_FE_S25_ 1 0.000
#> JC21_51.1_FE_S25_ 2 0.000
#> JC21_52.1_FE_S25_ 1 0.000
#> JC21_53.1_FE_S25_ 1 0.000
#> JC21_54.1_FE_S25_ 1 0.000
#> JC21_55.1_FE_S25_ 1 0.000
#> JC21_56.1_FE_S25_ 1 0.000
#> JC21_57.1_FE_S25_ 1 0.000
#> JC21_58.1_FE_S25_ 1 0.000
#> JC21_59.1_FE_S25_ 1 0.000
#> JC21_60.1_FE_S25_ 1 0.000
#> JC21_49.2_FE_S25_ 1 0.000
#> JC21_50.2_FE_S25_ 1 0.000
#> JC21_51.2_FE_S25_ 2 0.000
#> JC21_52.2_FE_S25_ 1 0.000
#> JC21_53.2_FE_S25_ 1 0.000
#> JC21_54.2_FE_S25_ 1 0.000
#> JC21_55.2_FE_S25_ 1 0.000
#> JC21_56.2_FE_S25_ 2 0.000
#> JC21_57.2_FE_S25_ 1 0.000
#> JC21_58.2_FE_S25_ 1 0.000
#> JC21_59.2_FE_S25_ 1 0.000
#> JC21_60.2_FE_S25_ 2 0.747
#> JC21_61.1_FE_S25_ 1 0.000
#> JC21_62.1_FE_S25_ 1 0.000
#> JC21_63.1_FE_S25_ 1 0.000
#> JC21_64.1_FE_S25_ 1 0.000
#> JC21_65.1_FE_S25_ 1 0.000
#> JC21_66.1_FE_S25_ 1 0.000
#> JC21_67.1_FE_S25_ 1 0.000
#> JC21_68.1_FE_S25_ 1 0.000
#> JC21_69.1_FE_S25_ 3 0.751
#> JC21_70.1_FE_S25_ 1 0.000
#> JC21_71.1_FE_S25_ 1 0.747
#> JC21_72.1_FE_S25_ 1 0.000
#> JC21_61.2_FE_S25_ 1 0.000
#> JC21_62.2_FE_S25_ 1 0.000
#> JC21_63.2_FE_S25_ 1 0.000
#> JC21_64.2_FE_S25_ 1 0.000
#> JC21_65.2_FE_S25_ 1 0.000
#> JC21_66.2_FE_S25_ 2 0.000
#> JC21_67.2_FE_S25_ 3 0.751
#> JC21_68.2_FE_S25_ 3 0.498
#> JC21_69.2_FE_S25_ 1 0.000
#> JC21_70.2_FE_S25_ 1 0.000
#> JC21_71.2_FE_S25_ 1 0.000
#> JC21_72.2_FE_S25_ 1 0.000
#> JC21_73.1_FE_S25_ 1 0.000
#> JC21_74.1_FE_S25_ 1 0.249
#> JC21_75.1_FE_S25_ 1 0.000
#> JC21_76.1_FE_S25_ 2 0.000
#> JC21_77.1_FE_S25_ 1 0.000
#> JC21_78.1_FE_S25_ 1 0.249
#> JC21_79.1_FE_S25_ 1 0.000
#> JC21_80.1_FE_S25_ 1 0.000
#> JC21_81.1_FE_S25_ 1 0.000
#> JC21_82.1_FE_S25_ 1 0.000
#> JC21_83.1_FE_S25_ 3 0.000
#> JC21_84.1_FE_S25_ 2 0.000
#> JC21_73.2_FE_S25_ 1 0.751
#> JC21_74.2_FE_S25_ 1 0.000
#> JC21_75.2_FE_S25_ 1 0.000
#> JC21_76.2_FE_S25_ 2 0.000
#> JC21_77.2_FE_S25_ 1 0.000
#> JC21_78.2_FE_S25_ 1 0.000
#> JC21_79.2_FE_S25_ 1 0.000
#> JC21_80.2_FE_S25_ 3 0.747
#> JC21_81.2_FE_S25_ 1 0.000
#> JC21_82.2_FE_S25_ 1 0.000
#> JC21_83.2_FE_S25_ 1 0.000
#> JC21_84.2_FE_S25_ 1 0.000
#> JC21_85.1_FE_S25_ 1 0.000
#> JC21_86.1_FE_S25_ 1 0.000
#> JC21_87.1_FE_S25_ 1 0.000
#> JC21_88.1_FE_S25_ 1 0.000
#> JC21_89.1_FE_S25_ 1 0.000
#> JC21_90.1_FE_S25_ 1 0.000
#> JC21_91.1_FE_S25_ 1 0.000
#> JC21_92.1_FE_S25_ 1 0.000
#> JC21_93.1_FE_S25_ 1 0.000
#> JC21_94.1_FE_S25_ 1 0.000
#> JC21_95.1_FE_S25_ 1 0.000
#> JC21_96.1_FE_S25_ 1 0.000
#> JC21_85.2_FE_S25_ 1 0.000
#> JC21_86.2_FE_S25_ 1 0.000
#> JC21_87.2_FE_S25_ 1 0.000
#> JC21_88.2_FE_S25_ 1 0.000
#> JC21_89.2_FE_S25_ 1 0.000
#> JC21_90.2_FE_S25_ 1 0.000
#> JC21_91.2_FE_S25_ 1 0.000
#> JC21_92.2_FE_S25_ 1 0.000
#> JC21_93.2_FE_S25_ 1 0.000
#> JC21_94.2_FE_S25_ 1 0.000
#> JC21_95.2_FE_S25_ 1 0.000
#> JC21_96.2_FE_S25_ 1 0.000
#> JC26_98.1_S32_ 1 0.000
#> JC26_99.1_S32_ 3 0.000
#> JC26_100.1_W_S32_ 2 0.000
#> JC26_101.1_S32_ 3 1.000
#> JC26_102.1_S32_ 1 0.000
#> JC26_103.1_S32_ 1 0.000
#> JC26_104.1_S32_ 1 0.249
#> JC26_106.1.3_S32_ 1 0.000
#> JC26_108.1.3_S32_ 1 0.000
#> JC26_146_S32_ 3 0.000
#> JC26_98.2_S32_ 1 0.000
#> JC26_99.2_S32_ 2 0.747
#> JC26_100.2_W_S32_ 2 0.000
#> JC26_101.2_S32_ 1 0.000
#> JC26_102.2_S32_ 1 0.000
#> JC26_103.2_S32_ 1 0.000
#> JC26_104.2_S32_ 2 1.000
#> JC26_105.2.3_S32_ 1 0.000
#> JC26_106.2.3_S32_ 1 0.000
#> JC26_107.2.3_S32_ 1 0.000
#> JC26_108.2.3_S32_ 1 0.000
#> JC26_109.1.3_S32_ 1 1.000
#> JC26_110.1.4_S32_ 1 0.000
#> JC26_111.1.4_S32_ 1 0.000
#> JC26_112.1.4_S32_ 1 0.000
#> JC26_113.1.4_S32_ 1 0.000
#> JC26_114.1_S32_ 3 1.000
#> JC26_115.1.5_S32_ 1 0.751
#> JC26_116.1.5_S32_ 3 0.502
#> JC26_117.1.5_S32_ 1 0.000
#> JC26_118.1_S32_ 3 0.751
#> JC26_119.1_W.6_S32_ 1 0.000
#> JC26_120.1.6_S32_ 1 1.000
#> JC26_109.2.3_S32_ 3 0.000
#> JC26_110.2.4_S32_ 1 0.000
#> JC26_111.2.4_S32_ 2 1.000
#> JC26_112.2.4_S32_ 1 0.000
#> JC26_113.2.4_S32_ 1 0.751
#> JC26_114.2_S32_ 1 0.000
#> JC26_115.2.5_S32_ 1 0.751
#> JC26_116.2.5_S32_ 2 0.000
#> JC26_117.2.5_S32_ 1 0.000
#> JC26_118.2_S32_ 1 0.000
#> JC26_119.2_W.6_S32_ 3 0.751
#> JC26_120.2.6_S32_ 1 0.000
#> JC26_121.1.6_S32_ 2 0.000
#> JC26_122.1.6_S32_ 1 0.000
#> JC26_123.1.6_S32_ 1 0.000
#> JC26_125.1.6_S32_ 2 0.000
#> JC26_127.1_S32_ 3 0.249
#> JC26_128.1.7_S32_ 2 1.000
#> JC26_129.1_W.7_S32_ 1 0.000
#> JC26_130.1.7_S32_ 2 0.000
#> JC26_131.1.7_S32_ 2 1.000
#> JC26_132.1.7_S32_ 2 0.502
#> JC26_121.2.6_S32_ 3 0.000
#> JC26_122.2.6_S32_ 3 0.000
#> JC26_123.2.6_S32_ 3 0.249
#> JC26_124.2.6_S32_ 1 0.000
#> JC26_125.2.6_S32_ 1 0.249
#> JC26_126.2_S32_ 1 0.000
#> JC26_127.2_S32_ 1 0.249
#> JC26_128.2.7_S32_ 2 0.000
#> JC26_129.2_W.7_S32_ 1 0.000
#> JC26_130.2.7_S32_ 1 0.000
#> JC26_131.2.7_S32_ 1 0.000
#> JC26_132.2.7_S32_ 1 0.000
#> JC26_135.1.7_S32_ 1 1.000
#> JC26_136.1.7_S32_ 1 0.249
#> JC26_137.1.8_S32_ 1 0.000
#> JC26_147.8_S32_ 1 0.000
#> JC26_139.1.8_S32_ 1 0.000
#> JC26_140.1.8_S32_ 1 0.751
#> JC26_141.1_S32_ 1 0.000
#> JC26_142.1_S32_ 1 0.000
#> JC26_143.1_W_S32_ 2 0.000
#> JC26_144.1_S32_ 1 0.000
#> JC26_134.2.7_S32_ 1 0.000
#> JC26_135.2.7_S32_ 1 0.000
#> JC26_136.2.7_S32_ 1 0.249
#> JC26_137.2.8_S32_ 1 0.249
#> JC26_140.2.8_S32_ 1 0.000
#> JC26_141.2_S32_ 1 0.000
#> JC26_143.2_W_S32_ 1 0.000
#> JC26_144.2_S32_ 1 0.000
#> JC27_149.1_W.9_MA_S33_ 1 0.000
#> JC27_151.1.9_MA_S33_ 1 0.000
#> JC27_152.1.9_MA_S33_ 1 0.000
#> JC27_153.1.9_MA_S33_ 1 0.498
#> JC27_154.1.9_MA_S33_ 1 0.000
#> JC27_155.1.9_MA_S33_ 1 0.000
#> JC27_156.1.9_MA_S33_ 1 0.249
#> JC27_157.1_MA_S33_ 2 0.000
#> JC27_158.1_MA_S33_ 1 0.253
#> JC27_159.1_MA_S33_ 1 0.000
#> JC27_160.1_MA_S33_ 1 0.000
#> JC27_149.2_W.9_MA_S33_ 2 0.000
#> JC27_150.2.9_MA_S33_ 1 0.000
#> JC27_151.2_big.9_MA_S33_ 1 0.000
#> JC27_152.2.9_MA_S33_ 1 1.000
#> JC27_153.2.9_MA_S33_ 3 0.000
#> JC27_154.2.9_MA_S33_ 1 0.000
#> JC27_155.2.9_MA_S33_ 1 0.000
#> JC27_156.2.9_MA_S33_ 1 0.000
#> JC27_157.2_MA_S33_ 1 0.000
#> JC27_158.2_MA_S33_ 1 0.000
#> JC27_159.2_MA_S33_ 2 0.000
#> JC27_160.2_MA_S33_ 2 0.000
#> JC27_162.1_MA_S33_ 1 1.000
#> JC27_163.1_MA_S33_ 1 0.000
#> JC27_164.1_MA_S33_ 2 0.000
#> JC27_165.1_MA_S33_ 1 0.498
#> JC27_166.1_MA_S33_ 1 0.000
#> JC27_167.1_MA_S33_ 1 0.000
#> JC27_168.1_MA_S33_ 2 0.000
#> JC27_169.1_MA_S33_ 1 0.000
#> JC27_170.1_MA_S33_ 2 0.000
#> JC27_171.1_MA_S33_ 1 0.498
#> JC27_172.1_MA_S33_ 2 0.000
#> JC27_161.2_MA_S33_ 2 0.000
#> JC27_162.2_MA_S33_ 1 0.000
#> JC27_163.2_MA_S33_ 2 0.000
#> JC27_164.2_MA_S33_ 3 0.000
#> JC27_165.2_MA_S33_ 1 0.000
#> JC27_166.2_MA_S33_ 1 0.000
#> JC27_167.2_MA_S33_ 1 0.000
#> JC27_168.2_MA_S33_ 2 0.000
#> JC27_169.2_MA_S33_ 2 0.000
#> JC27_170.2_MA_S33_ 1 0.000
#> JC27_172.2_MA_S33_ 2 0.000
#> JC27_173.1_MA_S33_ 1 0.000
#> JC27_174.1_MA_S33_ 1 0.000
#> JC27_175.1_MA_S33_ 2 0.000
#> JC27_177.1_big_MA_S33_ 1 0.000
#> JC27_178.1_MA_S33_ 2 0.000
#> JC27_180.1_W_MA_S33_ 1 0.000
#> JC27_181.1_MA_S33_ 1 0.000
#> JC27_182.1_W_MA_S33_ 1 0.249
#> JC27_183.1_MA_S33_ 2 0.000
#> JC27_184.1_MA_S33_ 2 0.000
#> JC27_173.2_big_MA_S33_ 1 0.000
#> JC27_174.2_MA_S33_ 2 0.000
#> JC27_175.2_MA_S33_ 1 0.000
#> JC27_176.2_W_MA_S33_ 1 0.000
#> JC27_177.2_MA_S33_ 1 0.000
#> JC27_178.2_MA_S33_ 1 0.000
#> JC27_179.2_MA_S33_ 1 0.000
#> JC27_180.2_W_MA_S33_ 1 0.000
#> JC27_181.2_big_MA_S33_ 1 0.000
#> JC27_182.2_W_MA_S33_ 1 0.000
#> JC27_183.2_MA_S33_ 1 0.000
#> JC27_184.2_MA_S33_ 1 0.000
#> JC27_185.1_MA_S33_ 2 0.000
#> JC27_186.1_MA_S33_ 1 0.000
#> JC27_187.1_MA_S33_ 1 0.000
#> JC27_188.1_MA_S33_ 1 0.000
#> JC27_189.1_MA_S33_ 1 0.000
#> JC27_190.1_MA_S33_ 1 0.000
#> JC27_191.1_MA_S33_ 1 0.498
#> JC27_192.1_W_MA_S33_ 2 0.000
#> JC27_193.1_._big_MA_S33_ 1 0.751
#> JC27_193.3_MA_S33_ 1 0.000
#> JC27_195.1_MA_S33_ 2 0.000
#> JC27_196.1_MA_S33_ 2 0.751
#> JC27_185.2_MA_S33_ 1 0.000
#> JC27_186.2_MA_S33_ 1 0.000
#> JC27_187.2_MA_S33_ 2 0.000
#> JC27_188.2_MA_S33_ 2 0.000
#> JC27_189.2_MA_S33_ 1 0.000
#> JC27_190.2_MA_S33_ 1 0.000
#> JC27_191.2_MA_S33_ 1 0.502
#> JC27_192.2_W_MA_S33_ 1 0.000
#> JC27_193.2_MA_S33_ 1 0.000
#> JC27_193.4_MA_S33_ 1 0.000
#> JC27_195.2_MA_S33_ 1 0.000
#> JC27_196.2_MA_S33_ 1 0.000
#> JC28_197.1_FE_S33_ 1 0.747
#> JC28_198.1_FE_S33_ 1 0.000
#> JC28_200.1.23_FE_S33_ 1 0.000
#> JC28_201.1.23_FE_S33_ 1 0.000
#> JC28_202.1_FE_S33_ 1 0.000
#> JC28_203.1_FE_S33_ 1 0.000
#> JC28_205.1_FE_S33_ 1 0.000
#> JC28_206.1_FE_S33_ 1 0.000
#> JC28_207.1_FE_S33_ 1 0.000
#> JC28_208.1_FE_S33_ 1 0.000
#> JC28_197.2_FE_S33_ 1 0.000
#> JC28_198.2_big_FE_S33_ 1 0.000
#> JC28_199.2.23_FE_S33_ 1 0.000
#> JC28_201.2.23_FE_S33_ 1 0.000
#> JC28_202.2_FE_S33_ 1 0.502
#> JC28_203.2_FE_S33_ 1 0.502
#> JC28_204.2_FE_S33_ 1 0.000
#> JC28_205.2_FE_S33_ 1 0.000
#> JC28_206.2_FE_S33_ 1 0.249
#> JC28_207.2_FE_S33_ 1 0.000
#> JC28_208.2_FE_S33_ 1 0.000
#> JC28_210.1_FE_S33_ 1 0.000
#> JC28_211.1_FE_S33_ 1 0.000
#> JC28_212.1_FE_S33_ 2 0.000
#> JC28_213.1.26_FE_S33_ 1 0.000
#> JC28_214.1.26_FE_S33_ 1 0.000
#> JC28_215.1.26_FE_S33_ 1 0.000
#> JC28_216.1.26_FE_S33_ 1 0.000
#> JC28_217.1.26_FE_S33_ 3 1.000
#> JC28_218.1_FE_S33_ 1 1.000
#> JC28_220.1_FE_S33_ 1 0.000
#> JC28_209.2_FE_S33_ 1 0.000
#> JC28_210.2_FE_S33_ 3 1.000
#> JC28_211.2_FE_S33_ 2 0.000
#> JC28_212.2_FE_S33_ 2 0.000
#> JC28_214.2.26_FE_S33_ 2 0.000
#> JC28_216.2.26_FE_S33_ 1 0.000
#> JC28_217.2.26_FE_S33_ 1 0.000
#> JC28_218.2_FE_S33_ 1 1.000
#> JC28_219.2_FE_S33_ 2 0.000
#> JC28_220.2_FE_S33_ 2 0.000
#> JC28_222.1_FE_S33_ 1 0.000
#> JC28_223.1_FE_S33_ 3 1.000
#> JC28_228.1.29_FE_S33_ 1 0.000
#> JC28_229.1.29_FE_S33_ 2 0.000
#> JC28_230.1.29_FE_S33_ 2 0.000
#> JC28_231.1_FE_S33_ 1 0.000
#> JC28_232.1_FE_S33_ 1 0.000
#> JC28_221.2_FE_S33_ 1 0.000
#> JC28_222.2_FE_S33_ 1 0.000
#> JC28_223.2_FE_S33_ 1 0.000
#> JC28_224.2_FE_S33_ 1 0.000
#> JC28_225.2.29_FE_S33_ 1 0.000
#> JC28_226.2.29_FE_S33_ 1 0.000
#> JC28_227.2.29_FE_S33_ 1 0.000
#> JC28_229.2.29_FE_S33_ 1 0.000
#> JC28_230.2.29_FE_S33_ 1 0.000
#> JC28_232.2_FE_S33_ 1 0.000
#> JC28_233.3_T_FE_S33_ 3 1.000
#> JC28_235.1_FE_S33_ 1 0.000
#> JC28_236.1_FE_S33_ 1 0.000
#> JC28_237.1_FE_S33_ 1 0.000
#> JC28_238.1_FE_S33_ 1 0.000
#> JC28_239.1_FE_S33_ 1 0.000
#> JC28_240.1_FE_S33_ 1 0.000
#> JC28_241.1_FE_S33_ 1 0.000
#> JC28_242.1_FE_S33_ 1 0.000
#> JC28_243.1_FE_S33_ 1 0.000
#> JC28_244.1_FE_S33_ 1 0.000
#> JC28_233.2_T_FE_S33_ 1 0.000
#> JC28_234.2_FE_S33_ 1 0.000
#> JC28_235.2_FE_S33_ 1 0.000
#> JC28_236.2_FE_S33_ 1 0.000
#> JC28_237.2_FE_S33_ 1 0.000
#> JC28_238.2_FE_S33_ 1 0.000
#> JC28_239.2_FE_S33_ 1 0.000
#> JC28_240.2_FE_S33_ 1 0.000
#> JC28_241.2_FE_S33_ 1 0.000
#> JC28_242.2_FE_S33_ 1 0.000
#> JC28_243.2_FE_S33_ 1 0.000
#> JC30_245.1_MA 1 0.000
#> JC30_246.1_MA 1 0.000
#> JC30_247.1_MA 1 0.000
#> JC30_248.1.32_MA 1 0.249
#> JC30_249.1.32_MA 1 0.000
#> JC30_250.1.32_MA 1 0.000
#> JC30_251.1_MA 1 0.000
#> JC30_252.1_T_MA 3 0.249
#> JC30_252.3_T_MA 1 0.751
#> JC30_254.1_MA 1 0.000
#> JC30_255.1_MA 1 0.000
#> JC30_256.1_MA 1 0.000
#> JC30_245.2_MA 1 0.000
#> JC30_246.2_MA 2 0.249
#> JC30_247.2_MA 1 0.000
#> JC30_248.2.32_MA 1 0.000
#> JC30_249.2.32_MA 1 0.000
#> JC30_250.2.32_MA 1 0.000
#> JC30_251.2_MA 1 0.000
#> JC30_252.2_T_MA 1 0.000
#> JC30_254.3_MA 1 0.000
#> JC30_254.2_._MA 1 0.000
#> JC30_255.2_MA 1 0.000
#> JC30_256.2_MA 1 0.000
#> JC30_257.1_MA 1 0.000
#> JC30_258.1.33_MA 1 0.000
#> JC30_259.1_W.33_MA 1 0.000
#> JC30_260.1_W.33_MA 1 0.000
#> JC30_261.1.34_MA 1 0.000
#> JC30_261.3.34_MA 1 0.000
#> JC30_263.1.34_MA 1 0.000
#> JC30_264.1_W.34_MA 1 0.000
#> JC30_265.1_MA 1 0.000
#> JC30_265.3_._big_MA 1 0.502
#> JC30_265.4_MA 1 0.000
#> JC30_268.1_MA 3 0.000
#> JC30_257.2_MA 1 0.000
#> JC30_258.2.33_MA 1 0.000
#> JC30_259.2_W.33_MA 1 0.000
#> JC30_260.2_W.33_MA 1 0.000
#> JC30_261.2_..34_MA 1 0.000
#> JC30_261.4.34_MA 1 0.000
#> JC30_263.2.34_MA 1 0.000
#> JC30_264.2_W.34_MA 1 0.000
#> JC30_265.2_MA 1 0.000
#> JC30_265.5_MA 1 0.000
#> JC30_265.6_MA 1 0.000
#> JC30_268.2_MA 3 1.000
#> JC30_269.1_W_MA 1 0.000
#> JC30_270.1_W_MA 1 0.000
#> JC30_271.1_W_MA 1 0.000
#> JC30_272.1_W_MA 1 0.000
#> JC30_273.1_MA 1 0.000
#> JC30_273.3_MA 1 0.000
#> JC30_275.1_T_MA 1 0.000
#> JC30_276.1_MA 1 0.000
#> JC30_277.1_T_MA 1 0.000
#> JC30_277.3_T_MA 1 0.000
#> JC30_279.1_MA 1 0.000
#> JC30_280.1_MA 1 0.000
#> JC30_269.2_W_MA 1 0.000
#> JC30_270.2_W_MA 1 0.000
#> JC30_271.2_W_MA 1 0.000
#> JC30_272.2_W_MA 1 0.000
#> JC30_273.2_._MA 1 0.000
#> JC30_275.3_T_MA 1 0.000
#> JC30_275.2_T_MA 1 0.000
#> JC30_276.2_MA 1 0.000
#> JC30_277.2_T_MA 1 0.000
#> JC30_279.3_._MA 1 0.000
#> JC30_279.2_MA 1 0.000
#> JC30_280.2_MA 1 0.000
#> JC30_281.1_MA 1 0.000
#> JC30_282.1_MA 1 0.000
#> JC30_283.1_MA 1 0.000
#> JC30_284.1_MA 1 0.000
#> JC30_285.1_MA 1 0.000
#> JC30_286.1_MA 1 0.000
#> JC30_287.1_MA 1 0.000
#> JC30_288.1_._MA 1 0.000
#> JC30_288.3_MA 1 0.000
#> JC30_290.1_MA 1 0.000
#> JC30_291.1_MA 1 0.000
#> JC30_292.1_MA 1 0.000
#> JC30_281.2_MA 1 0.000
#> JC30_282.2_MA 1 0.000
#> JC30_283.2_MA 3 0.000
#> JC30_284.2_MA 1 0.000
#> JC30_285.2_MA 1 0.000
#> JC30_286.2_MA 1 0.000
#> JC30_287.2_MA 1 0.000
#> JC30_288.2_MA 1 0.000
#> JC30_289.2_MA 1 0.000
#> JC30_289.1_MA 1 1.000
#> JC30_291.2_MA 1 0.000
#> JC30_292.2_MA 1 0.000
#> JC32_293.1_W_ 1 0.000
#> JC32_294.1.37_ 1 0.000
#> JC32_295.1_T.37_ 1 0.000
#> JC32_296.1_T.37_ 1 0.000
#> JC32_296.3_T.37_ 1 0.000
#> JC32_298.1.37_ 2 0.000
#> JC32_300.2_..38_ 3 1.000
#> JC32_300.3_..38_ 1 0.000
#> JC32_302.1.38_ 1 0.000
#> JC32_303.1.38_ 3 1.000
#> JC32_293.2_W_ 1 0.000
#> JC32_294.2.37_ 1 0.000
#> JC32_295.2_T_W.37_ 1 0.000
#> JC32_296.2_T.37_ 1 0.000
#> JC32_295.3_T_W.37_ 1 0.000
#> JC32_298.2_big.37_ 1 0.000
#> JC32_299.2_ 1 0.000
#> JC32_300.1_..38_ 1 0.000
#> JC32_300.4_..38_ 1 0.000
#> JC32_302.2.38_ 1 0.000
#> JC32_303.2.38_ 1 0.000
#> JC32_304.2.39_ 1 0.000
#> JC32_305.1.39_ 1 0.000
#> JC32_306.1.39_ 1 0.000
#> JC32_307.1.39_ 1 0.000
#> JC32_308.1.40_ 1 0.000
#> JC32_309.1_..40_ 1 0.000
#> JC32_309.3.40_ 1 0.000
#> JC32_311.1.40_ 1 0.000
#> JC32_312.1.40_ 1 0.000
#> JC32_314.1.41_ 1 0.000
#> JC32_315.1_T.41_ 2 0.000
#> JC32_315.3_T.41_ 1 0.000
#> JC32_305.2.39_ 1 0.000
#> JC32_306.2.39_ 1 0.000
#> JC32_307.2.39_ 1 0.000
#> JC32_308.2.40_ 1 0.000
#> JC32_309.2.40_ 1 0.000
#> JC32_309.4.40_ 1 0.000
#> JC32_311.2.40_ 1 0.000
#> JC32_312.2.40_ 1 0.000
#> JC32_313.2.40_ 1 0.000
#> JC32_314.2.41_ 1 0.000
#> JC32_315.2_T.41_ 1 0.000
#> JC32_317.3.41_ 1 0.000
#> JC32_317.1.41_ 1 0.000
#> JC32_318.1.41_ 1 0.000
#> JC32_319.1.41_ 1 0.000
#> JC32_320.1.41_ 1 1.000
#> JC32_321.1.41_ 1 0.000
#> JC32_322.1.41_ 2 0.249
#> JC32_323.1.42_ 2 0.000
#> JC32_324.1.42_ 1 0.000
#> JC32_325.1_W.42_ 1 0.000
#> JC32_326.1_..42_ 1 0.000
#> JC32_326.3.42_ 1 0.000
#> JC32_328.1.43_ 1 0.249
#> JC32_317.2_..41_ 1 0.000
#> JC32_318.2.41_ 1 0.000
#> JC32_319.2.41_ 1 0.000
#> JC32_320.2.41_ 1 0.000
#> JC32_321.2.41_ 1 0.000
#> JC32_322.2.41_ 1 0.000
#> JC32_323.2.42_ 1 0.000
#> JC32_324.2.42_ 3 1.000
#> JC32_325.2_W.42_ 1 0.000
#> JC32_326.2.42_ 1 0.000
#> JC32_327.2.42_ 1 0.000
#> JC32_328.2.43_ 1 0.000
#> JC32_329.1.43_ 3 0.000
#> JC32_330.1.43_ 3 1.000
#> JC32_331.1.43_ 1 0.000
#> JC32_331.3.43_ 1 0.000
#> JC32_333.1.43_ 1 0.000
#> JC32_334.1.44_ 1 0.000
#> JC32_335.1.44_ 1 0.000
#> JC32_336.1.44_ 1 0.000
#> JC32_337.1.44_ 1 0.000
#> JC32_338.1.44_ 1 0.000
#> JC32_338.3_._big.44_ 3 0.502
#> JC32_340.1_T_ 1 0.000
#> JC32_329.2.43_ 1 0.000
#> JC32_330.2.43_ 2 0.000
#> JC32_331.2.43_ 1 0.000
#> JC32_331.4_._big.43_ 1 0.000
#> JC32_333.2.43_ 1 0.000
#> JC32_334.2.44_ 1 0.000
#> JC32_335.2.44_ 2 0.000
#> JC32_336.2.44_ 1 0.000
#> JC32_337.2.44_ 1 0.000
#> JC32_338.2.44_ 1 0.000
#> JC32_340.3_T_ 2 0.000
#> JC32_340.2_T_ 1 0.000
#> JC35_437.1.45_MA_S45_ 1 0.000
#> JC35_437.3_._big.45_MA_S45_ 1 0.502
#> JC35_437.5.45_MA_S45_ 1 0.000
#> JC35_437.7.45_MA_S45_ 1 0.000
#> JC35_441.1.46_MA_S45_ 1 0.000
#> JC35_442.1.46_MA_S45_ 1 0.000
#> JC35_443.1.47_MA_S45_ 1 0.000
#> JC35_444.1_T.47_MA_S45_ 1 0.000
#> JC35_444.3_T.47_MA_S45_ 1 0.000
#> JC35_446.1.48_MA_S45_ 1 0.000
#> JC35_447.1.48_MA_S45_ 1 0.000
#> JC35_448.1.48_MA_S45_ 1 0.000
#> JC35_437.2.45_MA_S45_ 1 0.000
#> JC35_437.4.45_MA_S45_ 1 0.000
#> JC35_437.6.45_MA_S45_ 1 0.000
#> JC35_437.8.45_MA_S45_ 1 0.000
#> JC35_441.2.46_MA_S45_ 1 0.000
#> JC35_442.2.46_MA_S45_ 1 0.000
#> JC35_443.2.47_MA_S45_ 1 0.000
#> JC35_444.2_T.47_MA_S45_ 1 0.000
#> JC35_451.3_._big.48_MA_S45_ 1 0.000
#> JC35_446.2.48_MA_S45_ 1 0.000
#> JC35_447.2.48_MA_S45_ 1 0.000
#> JC35_448.2.48_MA_S45_ 1 0.000
#> JC35_449.1.48_MA_S45_ 1 0.249
#> JC35_450.1.48_MA_S45_ 1 0.000
#> JC35_451.1.48_MA_S45_ 1 0.000
#> JC35_452.1_adi_MA_S45_ 1 0.000
#> JC35_453.1_._MA_S45_ 1 0.000
#> JC35_453.3_MA_S45_ 1 0.000
#> JC35_455.1_T_MA_S45_ 1 0.000
#> JC35_456.1.49_MA_S45_ 3 1.000
#> JC35_457.1.49_MA_S45_ 1 0.000
#> JC35_458.1.49_MA_S45_ 1 0.000
#> JC35_459.1.50_MA_S45_ 1 0.000
#> JC35_460.1.50_MA_S45_ 1 0.000
#> JC35_449.2.48_MA_S45_ 1 0.000
#> JC35_450.2.48_MA_S45_ 1 0.000
#> JC35_451.2.48_MA_S45_ 1 1.000
#> JC35_445.1_adi_MA_S45_ 1 0.000
#> JC35_453.2_MA_S45_ 1 0.000
#> JC35_455.3_T_MA_S45_ 1 0.000
#> JC35_455.2_T_MA_S45_ 2 0.000
#> JC35_456.2.49_MA_S45_ 3 1.000
#> JC35_457.2.49_MA_S45_ 3 1.000
#> JC35_458.2.49_MA_S45_ 3 0.253
#> JC35_459.2.50_MA_S45_ 1 0.000
#> JC35_460.2.50_MA_S45_ 1 1.000
#> JC35_461.1_._MA_S45_ 1 0.000
#> JC35_461.4_._MA_S45_ 1 0.000
#> JC35_463.1_MA_S45_ 1 0.000
#> JC35_464.1.51_MA_S45_ 1 0.000
#> JC35_465.1_T.51_MA_S45_ 1 0.000
#> JC35_465.3_T.51_MA_S45_ 1 0.000
#> JC35_467.3_..52_MA_S45_ 1 0.000
#> JC35_467.4_..52_MA_S45_ 1 0.000
#> JC35_469.1_T.52_MA_S45_ 2 0.000
#> JC35_470.1_._MA_S45_ 1 0.000
#> JC35_470.3_MA_S45_ 1 0.000
#> JC35_472.1_MA_S45_ 1 0.000
#> JC35_461.2_._MA_S45_ 1 0.000
#> JC35_461.3_._MA_S45_ 3 1.000
#> JC35_463.2_MA_S45_ 1 0.000
#> JC35_464.2.51_MA_S45_ 1 0.000
#> JC35_465.2_T.51_MA_S45_ 1 0.000
#> JC35_467.1_..52_MA_S45_ 1 0.000
#> JC35_467.2_..52_MA_S45_ 1 0.000
#> JC35_469.3_T.52_MA_S45_ 1 0.000
#> JC35_469.2_T.52_MA_S45_ 1 0.000
#> JC35_470.2_MA_S45_ 1 0.000
#> JC35_475.3_T_MA_S45_ 1 0.000
#> JC35_484.1_MA_S45_ 1 0.000
#> JC35_473.1_MA_S45_ 1 0.249
#> JC35_474.1_MA_S45_ 1 0.000
#> JC35_475.1_T_MA_S45_ 1 0.000
#> JC35_476.1_W.53_MA_S45_ 1 0.000
#> JC35_477.1.53_MA_S45_ 1 0.000
#> JC35_478.1.53_MA_S45_ 1 0.000
#> JC35_479.1_MA_S45_ 1 0.000
#> JC35_480.1_W.54_MA_S45_ 1 0.000
#> JC35_481.1.54_MA_S45_ 1 0.000
#> JC35_482.1.55_MA_S45_ 1 0.000
#> JC35_483.1_W.55_MA_S45_ 1 0.000
#> JC35_472.2_MA_S45_ 1 0.000
#> JC35_473.2_MA_S45_ 1 0.000
#> JC35_474.2_MA_S45_ 1 0.000
#> JC35_475.2_T_MA_S45_ 1 0.000
#> JC35_476.2_W.53_MA_S45_ 1 0.000
#> JC35_477.2.53_MA_S45_ 1 0.000
#> JC35_478.2.53_MA_S45_ 1 0.000
#> JC35_479.2_MA_S45_ 1 0.000
#> JC35_480.2_W.54_MA_S45_ 1 0.000
#> JC35_481.2.54_MA_S45_ 1 0.000
#> JC35_482.2.55_MA_S45_ 1 0.000
#> JC35_483.2_W.55_MA_S45_ 1 0.000
#> JC35_484.2_MA_S45_ 1 0.000
#> JC36_486.1_T.56_MA_S46_ 2 0.000
#> JC36_486.3_T.56_MA_S46_ 2 0.000
#> JC36_488.1.56_MA_S46_ 3 0.000
#> JC36_490.4_._W.57_MA_S46_ 1 0.000
#> JC36_492.3.57_MA_S46_ 1 0.000
#> JC36_494.1.58_MA_S46_ 2 0.000
#> JC36_495.1.58_MA_S46_ 1 0.000
#> JC36_496.1.58_MA_S46_ 1 0.000
#> JC36_486.2_T.56_MA_S46_ 1 0.000
#> JC36_488.3_..56_MA_S46_ 2 0.000
#> JC36_488.2.56_MA_S46_ 1 0.253
#> JC36_489.2.56_MA_S46_ 1 1.000
#> JC36_490.2_._W.57_MA_S46_ 1 0.000
#> JC36_490.3_._W.57_MA_S46_ 1 0.000
#> JC36_492.2.57_MA_S46_ 1 0.000
#> JC36_495.3_..58_MA_S46_ 1 0.000
#> JC36_494.2.58_MA_S46_ 1 0.000
#> JC36_495.2.58_MA_S46_ 1 0.249
#> JC36_497.1_W.58_MA_S46_ 2 1.000
#> JC36_499.1_W_MA_S46_ 3 0.498
#> JC36_500.1_MA_S46_ 1 0.000
#> JC36_501.1_._MA_S46_ 2 0.000
#> JC36_501.3_MA_S46_ 2 0.000
#> JC36_503.1_._adi_MA_S46_ 1 0.000
#> JC36_505.1.59_MA_S46_ 3 0.000
#> JC36_506.1.59_MA_S46_ 2 0.000
#> JC36_507.3.59_MA_S46_ 1 0.000
#> JC36_497.2_W.58_MA_S46_ 3 0.000
#> JC36_499.2_W_MA_S46_ 2 0.000
#> JC36_500.2_MA_S46_ 1 0.000
#> JC36_501.2_MA_S46_ 2 0.000
#> JC36_503.3_MA_S46_ 1 0.502
#> JC36_503.2_MA_S46_ 1 1.000
#> JC36_504.2.59_MA_S46_ 3 0.000
#> JC36_505.2.59_MA_S46_ 1 0.000
#> JC36_506.2.59_MA_S46_ 1 0.000
#> JC36_507.2.59_MA_S46_ 1 0.000
#> JC36_520.3_T_MA_S46_ 2 0.000
#> JC36_511.1_W.61_MA_S46_ 2 0.000
#> JC36_513.1_MA_S46_ 2 0.000
#> JC36_514.1.62_MA_S46_ 1 0.751
#> JC36_515.1_._big.62_MA_S46_ 2 0.000
#> JC36_515.3.62_MA_S46_ 1 1.000
#> JC36_515.5.62_MA_S46_ 1 0.253
#> JC36_518.1_._MA_S46_ 1 0.498
#> JC36_519.3_._MA_S46_ 2 0.000
#> JC36_520.1_T_MA_S46_ 1 0.000
#> JC36_511.2_W.61_MA_S46_ 3 1.000
#> JC36_512.2_W.61_MA_S46_ 1 0.000
#> JC36_513.2_MA_S46_ 1 0.000
#> JC36_514.2.62_MA_S46_ 1 0.000
#> JC36_515.2.62_MA_S46_ 1 0.000
#> JC36_515.4.62_MA_S46_ 1 0.000
#> JC36_515.6.62_MA_S46_ 1 0.498
#> JC36_518.2_._MA_S46_ 1 0.000
#> JC36_519.4_._MA_S46_ 3 0.000
#> JC36_520.2_T_MA_S46_ 2 1.000
#> JC36_521.1_MA_S46_ 2 0.000
#> JC36_523.1.63_MA_S46_ 1 0.000
#> JC36_524.1_..63_MA_S46_ 1 0.000
#> JC36_524.3.63_MA_S46_ 1 0.000
#> JC36_524.5.63_MA_S46_ 1 1.000
#> JC36_527.1_MA_S46_ 1 0.000
#> JC36_528.1_MA_S46_ 1 0.000
#> JC36_529.1_._MA_S46_ 1 0.000
#> JC36_530.1_._MA_S46_ 2 0.000
#> JC36_531.1_MA_S46_ 1 0.000
#> JC36_532.1_MA_S46_ 2 0.000
#> JC36_521.2_MA_S46_ 1 0.000
#> JC36_522.2_MA_S46_ 1 0.000
#> JC36_523.2.63_MA_S46_ 1 0.000
#> JC36_524.2.63_MA_S46_ 1 0.249
#> JC36_524.4.63_MA_S46_ 3 0.000
#> JC36_531.3_._MA_S46_ 1 0.498
#> JC36_527.2_MA_S46_ 2 1.000
#> JC36_528.2_MA_S46_ 1 0.000
#> JC36_529.2_._MA_S46_ 2 0.000
#> JC36_530.2_._MA_S46_ 2 1.000
#> JC36_531.2_MA_S46_ 2 0.000
#> JC36_532.2_MA_S46_ 2 0.000
#> JC37_533.1_W.64_MA_S46_ 2 0.000
#> JC37_533.3.64_MA_S46_ 3 1.000
#> JC37_534.1.64_MA_S46_ 1 0.000
#> JC37_534.4.64_MA_S46_ 3 0.502
#> JC37_537.1_MA_S46_ 1 0.000
#> JC37_538.1_MA_S46_ 2 0.000
#> JC37_539.1_..65_MA_S46_ 1 0.000
#> JC37_539.3.65_MA_S46_ 1 0.000
#> JC37_541.1.65_MA_S46_ 1 0.498
#> JC37_542.1.65_MA_S46_ 2 0.000
#> JC37_543.1.65_MA_S46_ 2 0.000
#> JC37_544.1_..65_MA_S46_ 2 0.000
#> JC37_533.2_._W.64_MA_S46_ 1 0.000
#> JC37_534.3.64_MA_S46_ 1 0.000
#> JC37_534.5.64_MA_S46_ 1 0.000
#> JC37_537.2_MA_S46_ 1 0.000
#> JC37_538.2_MA_S46_ 1 0.000
#> JC37_539.2.65_MA_S46_ 1 0.000
#> JC37_544.3.65_MA_S46_ 3 0.000
#> JC37_541.2.65_MA_S46_ 2 0.000
#> JC37_542.2.65_MA_S46_ 1 1.000
#> JC37_544.2.65_MA_S46_ 3 1.000
#> JC37_545.1_T.65_MA_S46_ 2 0.000
#> JC37_545.3_T.65_MA_S46_ 3 0.000
#> JC37_547.1_MA_S46_ 2 0.000
#> JC37_548.1_MA_S46_ 2 1.000
#> JC37_549.1_MA_S46_ 1 0.000
#> JC37_550.1_._MA_S46_ 2 0.751
#> JC37_551.1_MA_S46_ 3 0.000
#> JC37_553.3_MA_S46_ 2 0.000
#> JC37_553.1_._big_adi_MA_S46_ 2 1.000
#> JC37_554.1_MA_S46_ 2 0.000
#> JC37_555.1.66_MA_S46_ 2 0.000
#> JC37_556.1.66_MA_S46_ 1 1.000
#> JC37_545.2_T.65_MA_S46_ 2 0.000
#> JC37_550.3_MA_S46_ 3 1.000
#> JC37_547.2_MA_S46_ 1 0.000
#> JC37_548.2_MA_S46_ 2 0.000
#> JC37_549.2_MA_S46_ 1 0.000
#> JC37_550.2_MA_S46_ 2 1.000
#> JC37_551.2_MA_S46_ 1 0.000
#> JC37_553.4_MA_S46_ 2 0.000
#> JC37_553.2_MA_S46_ 2 0.498
#> JC37_554.2_MA_S46_ 1 0.000
#> JC37_555.2.66_MA_S46_ 2 1.000
#> JC37_556.2.66_MA_S46_ 3 0.000
#> JC37_557.1_ery.66_MA_S46_ 1 0.498
#> JC37_558.1.66_MA_S46_ 1 0.000
#> JC37_559.1_ery.66_MA_S46_ 1 0.000
#> JC37_560.1_MA_S46_ 2 0.000
#> JC37_561.1_ery_MA_S46_ 3 0.249
#> JC37_562.4_..67_MA_S46_ 2 0.000
#> JC37_564.1.67_MA_S46_ 2 0.751
#> JC37_566.1.67_MA_S46_ 1 0.000
#> JC37_567.1_ery.67_MA_S46_ 3 0.000
#> JC37_568.1_MA_S46_ 2 1.000
#> JC37_558.2_ery.66_MA_S46_ 1 0.000
#> JC37_559.2_ery.66_MA_S46_ 1 0.000
#> JC37_560.2_MA_S46_ 2 0.000
#> JC37_561.2_MA_S46_ 1 0.000
#> JC37_562.2_._ery.67_MA_S46_ 1 0.000
#> JC37_562.3_..67_MA_S46_ 1 0.000
#> JC37_564.2.67_MA_S46_ 2 1.000
#> JC37_565.2.67_MA_S46_ 1 0.000
#> JC37_566.2.67_MA_S46_ 1 0.000
#> JC37_567.2.67_MA_S46_ 1 0.498
#> JC37_570.1.68_MA_S46_ 2 0.000
#> JC37_571.1_..68_MA_S46_ 1 0.000
#> JC37_571.4_..68_MA_S46_ 2 1.000
#> JC37_573.1_MA_S46_ 1 0.000
#> JC37_574.1_T_MA_S46_ 1 0.000
#> JC37_574.3_T_MA_S46_ 1 0.000
#> JC37_576.1_T_W.69_MA_S46_ 3 1.000
#> JC37_577.1.69_MA_S46_ 1 0.000
#> JC37_578.1_MA_S46_ 1 0.000
#> JC37_579.1_._MA_S46_ 2 0.000
#> JC37_579.3_MA_S46_ 2 0.000
#> JC37_569.2_MA_S46_ 1 0.000
#> JC37_570.2.68_MA_S46_ 2 0.000
#> JC37_571.3_..68_MA_S46_ 1 0.000
#> JC37_573.2_MA_S46_ 3 0.502
#> JC37_574.2_T_MA_S46_ 1 0.498
#> JC37_576.3_T_W.69_MA_S46_ 2 0.000
#> JC37_576.2_T.69_MA_S46_ 2 0.502
#> JC37_577.2.69_MA_S46_ 2 0.000
#> JC37_578.2_MA_S46_ 1 0.000
#> JC37_579.2_MA_S46_ 2 1.000
#> JC39_581.3.70_FE_S23_ 2 0.000
#> JC39_583.1.70_FE_S23_ 1 0.000
#> JC39_585.1_T.70_FE_S23_ 1 1.000
#> JC39_585.3_T.70_FE_S23_ 3 0.249
#> JC39_587.1.70_FE_S23_ 2 0.000
#> JC39_588.1.70_FE_S23_ 3 0.000
#> JC39_589.3.71_FE_S23_ 3 0.000
#> JC39_591.3_..71_FE_S23_ 2 0.000
#> JC39_591.4_..71_FE_S23_ 2 0.000
#> JC39_581.2.70_FE_S23_ 2 0.000
#> JC39_581.4.70_FE_S23_ 1 0.000
#> JC39_583.2.70_FE_S23_ 3 0.000
#> JC39_584.2_div.70_FE_S23_ 1 1.000
#> JC39_585.2_T.70_FE_S23_ 2 0.502
#> JC39_588.3.70_FE_S23_ 2 0.000
#> JC39_587.2.70_FE_S23_ 1 0.498
#> JC39_588.2_..70_FE_S23_ 2 0.000
#> JC39_589.2.71_FE_S23_ 1 0.000
#> JC39_591.1_..71_FE_S23_ 3 0.502
#> JC39_591.2_..71_FE_S23_ 2 0.000
#> JC39_594.3.71_FE_S23_ 2 0.000
#> JC39_593.1.71_FE_S23_ 1 0.000
#> JC39_594.1_..71_FE_S23_ 2 0.000
#> JC39_595.1.72_FE_S23_ 1 0.000
#> JC39_596.1.72_FE_S23_ 2 0.000
#> JC39_597.1_T_FE_S23_ 1 0.000
#> JC39_597.3_T_FE_S23_ 1 0.000
#> JC39_599.1_FE_S23_ 2 0.000
#> JC39_600.1_._FE_S23_ 2 0.751
#> JC39_601.1_FE_S23_ 1 0.000
#> JC39_602.1_FE_S23_ 1 0.000
#> JC39_603.1_T_FE_S23_ 2 0.000
#> JC39_604.1_FE_S23_ 3 1.000
#> JC39_593.2.71_FE_S23_ 1 0.000
#> JC39_594.2.71_FE_S23_ 2 0.000
#> JC39_595.2.72_FE_S23_ 1 0.000
#> JC39_596.2.72_FE_S23_ 1 0.000
#> JC39_597.2_T_FE_S23_ 1 0.000
#> JC39_603.3_T_FE_S23_ 1 0.000
#> JC39_599.2_FE_S23_ 1 0.000
#> JC39_600.2_FE_S23_ 1 0.000
#> JC39_601.2_FE_S23_ 2 0.000
#> JC39_602.2_FE_S23_ 2 0.751
#> JC39_603.2_T_FE_S23_ 1 0.249
#> JC39_604.2_FE_S23_ 2 0.751
#> JC39_605.1_FE_S23_ 2 0.000
#> JC39_606.1_FE_S23_ 2 0.000
#> JC39_607.1_FE_S23_ 2 0.000
#> JC39_608.1_._FE_S23_ 2 0.000
#> JC39_608.3_FE_S23_ 2 0.000
#> JC39_610.1_FE_S23_ 2 0.253
#> JC39_611.1_FE_S23_ 2 0.000
#> JC39_612.1.73_FE_S23_ 2 1.000
#> JC39_613.1_..73_FE_S23_ 2 0.000
#> JC39_613.3.73_FE_S23_ 2 0.249
#> JC39_615.1_FE_S23_ 1 0.000
#> JC39_616.1_FE_S23_ 1 0.000
#> JC39_605.2_FE_S23_ 2 0.751
#> JC39_606.2_FE_S23_ 1 0.000
#> JC39_607.2_FE_S23_ 2 0.000
#> JC39_608.2_FE_S23_ 1 0.249
#> JC39_618.4_._FE_S23_ 1 0.000
#> JC39_610.2_FE_S23_ 1 0.000
#> JC39_611.2_FE_S23_ 1 0.000
#> JC39_612.2.73_FE_S23_ 2 1.000
#> JC39_613.2.73_FE_S23_ 1 0.000
#> JC39_613.4.73_FE_S23_ 2 0.000
#> JC39_615.2_FE_S23_ 3 0.000
#> JC39_616.2_FE_S23_ 2 0.000
#> JC39_617.1_FE_S23_ 2 0.000
#> JC39_618.3_._FE_S23_ 1 0.000
#> JC39_619.1_FE_S23_ 1 0.000
#> JC39_620.1_FE_S23_ 1 0.000
#> JC39_621.1_._FE_S23_ 1 0.000
#> JC39_621.3_FE_S23_ 1 0.000
#> JC39_623.1_FE_S23_ 1 1.000
#> JC39_624.1_T_FE_S23_ 3 0.000
#> JC39_624.3_T_FE_S23_ 1 0.000
#> JC39_626.1_T_FE_S23_ 1 0.502
#> JC39_627.1_FE_S23_ 2 0.000
#> JC39_628.1_FE_S23_ 1 0.502
#> JC39_618.1_._FE_S23_ 1 0.000
#> JC39_618.2_._FE_S23_ 1 0.000
#> JC39_619.2_FE_S23_ 3 1.000
#> JC39_620.2_FE_S23_ 1 0.000
#> JC39_621.2_FE_S23_ 2 0.000
#> JC39_623.3_FE_S23_ 3 1.000
#> JC39_623.2_._FE_S23_ 2 0.000
#> JC39_624.2_T_FE_S23_ 1 0.751
#> JC39_626.3_T_FE_S23_ 3 0.000
#> JC39_626.2_T_FE_S23_ 2 0.000
#> JC39_627.2_FE_S23_ 2 0.000
#> JC39_628.2_FE_S23_ 1 0.000
#> JC40_629.1.74_FE_S23_ 1 0.000
#> JC40_630.1.74_FE_S23_ 1 0.000
#> JC40_631.1.74_FE_S23_ 1 0.000
#> JC40_632.1.75_FE_S23_ 2 0.000
#> JC40_633.1.75_FE_S23_ 2 0.249
#> JC40_634.1.75_FE_S23_ 1 0.000
#> JC40_635.1_T.76_FE_S23_ 1 0.000
#> JC40_635.3_T.76_FE_S23_ 1 0.000
#> JC40_637.1.76_FE_S23_ 1 0.000
#> JC40_638.1_T.76_FE_S23_ 1 0.000
#> JC40_639.1_FE_S23_ 1 0.000
#> JC40_640.1_FE_S23_ 1 0.000
#> JC40_629.2.74_FE_S23_ 1 0.000
#> JC40_630.2.74_FE_S23_ 1 0.000
#> JC40_631.2.74_FE_S23_ 1 0.000
#> JC40_632.2.75_FE_S23_ 2 0.000
#> JC40_633.2.75_FE_S23_ 2 0.000
#> JC40_634.2.75_FE_S23_ 1 0.000
#> JC40_635.2_T.76_FE_S23_ 1 0.000
#> JC40_638.3_T.76_FE_S23_ 1 0.000
#> JC40_637.2.76_FE_S23_ 1 0.000
#> JC40_638.2_T.76_FE_S23_ 1 0.000
#> JC40_639.2_FE_S23_ 1 0.000
#> JC40_640.2_FE_S23_ 3 1.000
#> JC40_641.1_FE_S23_ 1 0.000
#> JC40_642.1_FE_S23_ 1 0.000
#> JC40_643.1.77_FE_S23_ 1 0.000
#> JC40_644.1.77_FE_S23_ 2 0.000
#> JC40_645.1.77_FE_S23_ 1 0.000
#> JC40_646.1.77_FE_S23_ 1 0.000
#> JC40_647.1_FE_S23_ 1 0.000
#> JC40_648.1.78_FE_S23_ 1 0.000
#> JC40_649.1_T.78_FE_S23_ 2 0.751
#> JC40_649.3_T.78_FE_S23_ 3 0.000
#> JC40_651.1.78_FE_S23_ 3 0.000
#> JC40_652.1_FE_S23_ 1 0.000
#> JC40_641.2_FE_S23_ 1 0.751
#> JC40_642.2_FE_S23_ 2 1.000
#> JC40_643.2.77_FE_S23_ 1 0.000
#> JC40_644.2.77_FE_S23_ 3 0.751
#> JC40_645.2.77_FE_S23_ 1 0.000
#> JC40_646.2.77_FE_S23_ 1 0.000
#> JC40_647.2_FE_S23_ 1 0.000
#> JC40_648.2.78_FE_S23_ 1 0.000
#> JC40_649.2_T.78_FE_S23_ 1 0.000
#> JC40_652.3_._FE_S23_ 1 0.000
#> JC40_651.2.78_FE_S23_ 2 1.000
#> JC40_652.2_FE_S23_ 1 0.000
#> JC40_653.1_W_FE_S23_ 3 0.249
#> JC40_654.1_FE_S23_ 1 0.000
#> JC40_655.1.79_FE_S23_ 3 0.747
#> JC40_656.1.79_FE_S23_ 1 0.000
#> JC40_657.1_..79_FE_S23_ 1 0.000
#> JC40_657.3.79_FE_S23_ 1 0.000
#> JC40_659.1.79_FE_S23_ 2 0.000
#> JC40_660.1.79_FE_S23_ 1 0.000
#> JC40_660.5.79_FE_S23_ 1 0.000
#> JC40_662.1_FE_S23_ 3 1.000
#> JC40_663.1_FE_S23_ 1 0.000
#> JC40_664.1.80_FE_S23_ 2 0.000
#> JC40_653.2_W_FE_S23_ 1 0.000
#> JC40_654.2_FE_S23_ 1 0.000
#> JC40_655.2.79_FE_S23_ 1 0.000
#> JC40_656.2.79_FE_S23_ 1 0.000
#> JC40_657.2.79_FE_S23_ 1 0.000
#> JC40_660.3_..79_FE_S23_ 3 0.000
#> JC40_659.2.79_FE_S23_ 1 0.000
#> JC40_660.2.79_FE_S23_ 1 0.000
#> JC40_660.4.79_FE_S23_ 1 0.000
#> JC40_662.2_FE_S23_ 2 0.000
#> JC40_663.2_FE_S23_ 1 0.000
#> JC40_664.2.80_FE_S23_ 1 0.000
#> JC40_665.1.80_FE_S23_ 3 0.000
#> JC40_666.1.81_FE_S23_ 1 0.000
#> JC40_667.1.81_FE_S23_ 1 0.000
#> JC40_668.1.81_FE_S23_ 3 0.502
#> JC40_669.1.81_FE_S23_ 1 0.000
#> JC40_670.1_W.81_FE_S23_ 1 0.000
#> JC40_671.1.82_FE_S23_ 1 0.000
#> JC40_672.1.82_FE_S23_ 1 0.498
#> JC40_673.1.82_FE_S23_ 1 0.000
#> JC40_674.1_T_FE_S23_ 1 0.000
#> JC40_674.3_T_FE_S23_ 1 0.000
#> JC40_676.1_T_FE_S23_ 1 0.000
#> JC40_665.2.80_FE_S23_ 1 0.000
#> JC40_666.2.81_FE_S23_ 1 0.000
#> JC40_667.2.81_FE_S23_ 1 0.000
#> JC40_668.2.81_FE_S23_ 1 0.000
#> JC40_669.2.81_FE_S23_ 1 0.000
#> JC40_670.2_W.81_FE_S23_ 1 1.000
#> JC40_671.2.82_FE_S23_ 1 0.000
#> JC40_672.2.82_FE_S23_ 1 0.000
#> JC40_673.2.82_FE_S23_ 1 0.000
#> JC40_674.2_T_FE_S23_ 1 0.000
#> JC40_676.3_T_FE_S23_ 2 0.000
#> JC40_676.2_T_FE_S23_ 1 0.000
#> JC41_677.1.83_FE_S52_ 2 0.000
#> JC41_678.1_..83_FE_S52_ 2 0.000
#> JC41_678.3.83_FE_S52_ 2 0.000
#> JC41_680.1_FE_S52_ 2 0.000
#> JC41_681.1.84_FE_S52_ 2 0.000
#> JC41_682.1.84_FE_S52_ 3 0.751
#> JC41_683.1.85_FE_S52_ 1 0.000
#> JC41_684.1.85_FE_S52_ 1 0.000
#> JC41_685.1.85_FE_S52_ 1 0.000
#> JC41_686.1_..85_FE_S52_ 1 0.000
#> JC41_686.3.85_FE_S52_ 1 0.000
#> JC41_688.3_._FE_S52_ 2 0.253
#> JC41_677.2.83_FE_S52_ 2 0.000
#> JC41_678.2.83_FE_S52_ 3 1.000
#> JC41_680.3_FE_S52_ 1 0.000
#> JC41_680.2_._FE_S52_ 2 0.000
#> JC41_681.2.84_FE_S52_ 1 0.000
#> JC41_682.2.84_FE_S52_ 2 0.000
#> JC41_683.2.85_FE_S52_ 1 0.000
#> JC41_684.2.85_FE_S52_ 1 0.000
#> JC41_685.2.85_FE_S52_ 1 0.000
#> JC41_686.2.85_FE_S52_ 1 0.000
#> JC41_688.1_._FE_S52_ 1 0.000
#> JC41_688.2_._FE_S52_ 1 0.000
#> JC41_688.4_._FE_S52_ 3 0.751
#> JC41_690.1.86_FE_S52_ 1 0.000
#> JC41_691.1.86_FE_S52_ 1 0.000
#> JC41_693.1_FE_S52_ 1 0.000
#> JC41_694.1_FE_S52_ 1 0.000
#> JC41_695.1_W.87_FE_S52_ 1 0.000
#> JC41_696.1.87_FE_S52_ 1 0.000
#> JC41_697.1_._FE_S52_ 1 0.000
#> JC41_697.4_._FE_S52_ 2 0.000
#> JC41_699.1.88_FE_S52_ 1 0.000
#> JC41_700.1_T.88_FE_S52_ 1 0.000
#> JC41_700.3_T.88_FE_S52_ 2 0.000
#> JC41_690.2.86.88_FE_S52_ 3 1.000
#> JC41_691.2.86_FE_S52_ 1 0.000
#> JC41_692.2_FE_S52_ 1 0.000
#> JC41_693.2_FE_S52_ 2 0.000
#> JC41_694.2_FE_S52_ 2 0.000
#> JC41_695.2_W.87_FE_S52_ 1 0.000
#> JC41_696.2_div.87_FE_S52_ 2 0.751
#> JC41_697.2_._FE_S52_ 2 0.000
#> JC41_697.3_._FE_S52_ 2 0.000
#> JC41_699.2_FE_S52_ 2 0.000
#> JC41_700.2_T_FE_S52_ 1 0.000
#> JC41_701.1_W_FE_S52_ 1 0.000
#> JC41_702.1_._FE_S52_ 2 0.000
#> JC41_702.3_FE_S52_ 1 1.000
#> JC41_704.1_FE_S52_ 1 0.000
#> JC41_705.1_._FE_S52_ 1 0.253
#> JC41_705.3_FE_S52_ 1 0.000
#> JC41_707.1.89_FE_S52_ 2 1.000
#> JC41_708.1_T.89_FE_S52_ 1 0.000
#> JC41_709.1.90_FE_S52_ 2 0.751
#> JC41_710.1_W.90_FE_S52_ 2 0.000
#> JC41_711.1.90_FE_S52_ 1 0.000
#> JC41_712.1.90_FE_S52_ 1 0.000
#> JC41_701.2_W_FE_S52_ 1 0.000
#> JC41_702.2_FE_S52_ 1 0.000
#> JC41_708.3_T.89_FE_S52_ 1 1.000
#> JC41_704.2_FE_S52_ 2 1.000
#> JC41_705.2_FE_S52_ 1 0.000
#> JC41_705.4_FE_S52_ 2 0.000
#> JC41_708.2_T.89_FE_S52_ 3 0.249
#> JC41_709.2.90_FE_S52_ 1 0.000
#> JC41_710.2_W.90_FE_S52_ 1 1.000
#> JC41_711.2.90_FE_S52_ 1 0.000
#> JC41_712.2.90_FE_S52_ 1 0.249
#> JC41_713.1.90_FE_S52_ 1 0.000
#> JC41_714.1_FE_S52_ 2 0.000
#> JC41_715.1_FE_S52_ 3 0.000
#> JC41_716.1_FE_S52_ 2 0.000
#> JC41_717.1_FE_S52_ 2 0.000
#> JC41_718.1.91_FE_S52_ 2 0.000
#> JC41_719.1.91_FE_S52_ 2 0.000
#> JC41_719.3_..91_FE_S52_ 2 0.249
#> JC41_721.1.91_FE_S52_ 1 0.000
#> JC41_722.1_T.91_FE_S52_ 2 0.000
#> JC41_723.1.91_FE_S52_ 3 0.253
#> JC41_724.1_FE_S52_ 1 0.249
#> JC41_713.2.90_FE_S52_ 1 0.000
#> JC41_714.2_FE_S52_ 2 0.000
#> JC41_715.2_FE_S52_ 1 1.000
#> JC41_716.2_FE_S52_ 1 0.000
#> JC41_717.2_FE_S52_ 2 0.000
#> JC41_718.2.91_FE_S52_ 2 0.000
#> JC41_719.2.91_FE_S52_ 3 0.249
#> JC41_722.3_T.91_FE_S52_ 1 0.000
#> JC41_721.2.91_FE_S52_ 1 1.000
#> JC41_722.2_T.91_FE_S52_ 2 0.000
#> JC41_723.2.91_FE_S52_ 1 0.000
#> JC41_724.2_FE_S52_ 2 1.000
#> JC43_725.1_T.92_FE_S27_ 1 0.000
#> JC43_725.3_T.92_FE_S27_ 1 0.000
#> JC43_727.1_T.92_FE_S27_ 1 0.000
#> JC43_728.1.92_FE_S27_ 2 0.000
#> JC43_729.1_T.92_FE_S27_ 1 0.000
#> JC43_729.3_T.92_FE_S27_ 1 0.000
#> JC43_731.1.92_FE_S27_ 1 0.000
#> JC43_732.1.93_FE_S27_ 1 0.000
#> JC43_733.1_big_adipo.93_FE_S27_ 2 0.000
#> JC43_734.1_T.94_FE_S27_ 2 0.000
#> JC43_735.1.94_FE_S27_ 2 0.249
#> JC43_736.1.94_FE_S27_ 1 0.000
#> JC43_725.2_T.92_FE_S27_ 1 0.000
#> JC43_727.3_T.92_FE_S27_ 1 0.000
#> JC43_727.2_T.92_FE_S27_ 2 0.000
#> JC43_728.2.92_FE_S27_ 2 0.000
#> JC43_729.2_T.92_FE_S27_ 1 0.000
#> JC43_734.3_T.92_FE_S27_ 1 0.000
#> JC43_731.2.92_FE_S27_ 1 0.000
#> JC43_732.2_big_adipo.93_FE_S27_ 3 1.000
#> JC43_733.2.93_FE_S27_ 1 1.000
#> JC43_734.2_T.94_FE_S27_ 1 0.000
#> JC43_735.2.94_FE_S27_ 2 0.000
#> JC43_736.2.94_FE_S27_ 1 0.000
#> JC43_738.1_T.95_FE_S27_ 3 1.000
#> JC43_738.3_T.95_FE_S27_ 1 0.000
#> JC43_740.1.95_FE_S27_ 1 0.000
#> JC43_740.3.95_FE_S27_ 2 0.000
#> JC43_742.1.95_FE_S27_ 2 0.249
#> JC43_743.1_..95_FE_S27_ 1 0.000
#> JC43_743.4_..95_FE_S27_ 1 0.000
#> JC43_745.1_big.95_FE_S27_ 2 0.000
#> JC43_746.1_T.95_FE_S27_ 1 0.000
#> JC43_747.1_..95_FE_S27_ 2 0.000
#> JC43_747.3.95_FE_S27_ 1 0.000
#> JC43_737.2.95_FE_S27_ 2 0.000
#> JC43_738.2_T.95_FE_S27_ 1 0.000
#> JC43_746.3_T.95_FE_S27_ 1 0.000
#> JC43_740.2_..95_FE_S27_ 2 0.000
#> JC43_740.4.95_FE_S27_ 1 0.000
#> JC43_742.2.95_FE_S27_ 1 0.000
#> JC43_743.2_..95_FE_S27_ 1 0.000
#> JC43_743.3_..95_FE_S27_ 1 0.000
#> JC43_745.2.95_FE_S27_ 1 0.000
#> JC43_746.2_T.95_FE_S27_ 1 0.000
#> JC43_747.2.95_FE_S27_ 2 0.000
#> JC43_749.3.95_FE_S27_ 1 0.000
#> JC43_749.1_..95_FE_S27_ 2 0.000
#> JC43_749.4.95_FE_S27_ 1 0.000
#> JC43_751.1_FE_S27_ 1 0.000
#> JC43_752.1_._FE_S27_ 2 0.000
#> JC43_752.3_FE_S27_ 1 0.000
#> JC43_754.1_T.96_FE_S27_ 2 0.000
#> JC43_755.1_..96_FE_S27_ 1 0.000
#> JC43_755.3.96_FE_S27_ 1 0.000
#> JC43_757.1.96_FE_S27_ 2 0.000
#> JC43_758.1.97_FE_S27_ 1 0.000
#> JC43_759.1_T.97_FE_S27_ 1 0.000
#> JC43_759.3_T.97_FE_S27_ 1 0.000
#> JC43_749.2.95_FE_S27_ 1 0.000
#> JC43_751.2_._big_FE_S27_ 2 0.249
#> JC43_752.2_FE_S27_ 1 0.000
#> JC43_754.3_T.96_FE_S27_ 1 0.000
#> JC43_754.2_T.96_FE_S27_ 1 0.000
#> JC43_755.2.96_FE_S27_ 1 1.000
#> JC43_757.3.96_FE_S27_ 1 0.000
#> JC43_757.2_..96_FE_S27_ 2 0.000
#> JC43_758.2.97_FE_S27_ 1 0.000
#> JC43_759.2_T.97_FE_S27_ 1 0.000
#> JC43_761.1_T.97_FE_S27_ 1 0.000
#> JC43_762.1_FE_S27_ 2 0.751
#> JC43_763.1.98_FE_S27_ 1 0.502
#> JC43_764.1.98_FE_S27_ 1 0.000
#> JC43_765.1.98_FE_S27_ 1 0.000
#> JC43_766.1.98_FE_S27_ 3 0.751
#> JC43_767.1_FE_S27_ 1 0.000
#> JC43_768.1_FE_S27_ 1 0.000
#> JC43_769.1_FE_S27_ 1 0.000
#> JC43_771.3_FE_S27_ 3 1.000
#> JC43_771.1_._FE_S27_ 2 0.000
#> JC43_761.2_T.97_FE_S27_ 1 0.000
#> JC43_762.2_FE_S27_ 2 0.000
#> JC43_763.2.98_FE_S27_ 1 0.000
#> JC43_764.2.98_FE_S27_ 1 0.000
#> JC43_765.2.98_FE_S27_ 1 0.000
#> JC43_766.2_ery.98_FE_S27_ 1 0.000
#> JC43_767.2_FE_S27_ 1 0.000
#> JC43_768.2_FE_S27_ 1 0.000
#> JC43_769.2_FE_S27_ 2 1.000
#> JC43_771.4_FE_S27_ 3 0.253
#> JC43_771.2_FE_S27_ 1 0.000
#> JC43_772.2_FE_S27_ 1 0.000
#> JC44_773.1_W.99_FE_S27_ 2 0.000
#> JC44_774.1.99_FE_S27_ 2 1.000
#> JC44_775.1.99_FE_S27_ 1 0.000
#> JC44_776.1_._FE_S27_ 1 0.000
#> JC44_776.3_FE_S27_ 3 1.000
#> JC44_778.3_FE_S27_ 2 0.000
#> JC44_780.1_FE_S27_ 1 0.000
#> JC44_781.1_FE_S27_ 1 0.000
#> JC44_782.1.100_FE_S27_ 1 0.249
#> JC44_783.1.100_FE_S27_ 1 0.000
#> JC44_784.1.100_FE_S27_ 1 0.000
#> JC44_773.2_W.99_FE_S27_ 1 1.000
#> JC44_774.2.99_FE_S27_ 1 0.000
#> JC44_775.2.99_FE_S27_ 1 0.000
#> JC44_776.2_FE_S27_ 3 1.000
#> JC44_776.4_FE_S27_ 2 0.000
#> JC44_778.2_FE_S27_ 1 0.000
#> JC44_778.4_FE_S27_ 1 1.000
#> JC44_780.2_FE_S27_ 3 1.000
#> JC44_781.2_FE_S27_ 2 0.000
#> JC44_782.2.100_FE_S27_ 1 1.000
#> JC44_783.2.100_FE_S27_ 1 0.000
#> JC44_784.2.100_FE_S27_ 2 0.249
#> JC44_785.1_..100_FE_S27_ 1 0.000
#> JC44_785.3.100_FE_S27_ 2 0.000
#> JC44_787.1_T_FE_S27_ 2 0.000
#> JC44_788.1_big_adipo_FE_S27_ 1 0.000
#> JC44_789.1_._FE_S27_ 2 0.000
#> JC44_789.3_FE_S27_ 1 0.000
#> JC44_791.1_T_FE_S27_ 2 0.000
#> JC44_792.1_FE_S27_ 1 0.751
#> JC44_793.1_._FE_S27_ 2 0.000
#> JC44_793.3_FE_S27_ 3 1.000
#> JC44_795.1_FE_S27_ 1 0.000
#> JC44_796.1_._FE_S27_ 1 0.000
#> JC44_785.2.100_FE_S27_ 1 0.000
#> JC44_787.3_T_FE_S27_ 1 0.000
#> JC44_787.2_T_FE_S27_ 1 0.000
#> JC44_788.2_FE_S27_ 1 0.000
#> JC44_789.2_FE_S27_ 2 0.000
#> JC44_791.3_T_FE_S27_ 2 0.000
#> JC44_791.2_T_FE_S27_ 2 0.000
#> JC44_792.2_FE_S27_ 2 0.000
#> JC44_793.2_FE_S27_ 2 1.000
#> JC44_795.3_FE_S27_ 2 0.000
#> JC44_795.2_._FE_S27_ 2 0.249
#> JC44_796.2_._FE_S27_ 2 0.000
#> JC44_796.3_._FE_S27_ 2 0.000
#> JC44_798.1.101_FE_S27_ 1 0.000
#> JC44_799.1.101_FE_S27_ 1 0.000
#> JC44_800.1_FE_S27_ 2 0.000
#> JC44_801.1.102_FE_S27_ 2 0.498
#> JC44_802.1.102_FE_S27_ 2 0.000
#> JC44_803.1.102_FE_S27_ 3 0.747
#> JC44_804.1_T_FE_S27_ 1 0.000
#> JC44_804.3_T_FE_S27_ 2 1.000
#> JC44_806.1_FE_S27_ 2 0.000
#> JC44_807.1.103_FE_S27_ 2 0.000
#> JC44_808.1.103_FE_S27_ 2 0.000
#> JC44_798.2.101_FE_S27_ 1 0.000
#> JC44_799.2.101_FE_S27_ 1 0.000
#> JC44_800.2_FE_S27_ 2 0.751
#> JC44_801.2.102_FE_S27_ 1 0.000
#> JC44_802.2.102_FE_S27_ 1 0.000
#> JC44_803.2.102_FE_S27_ 1 0.000
#> JC44_804.2_T_FE_S27_ 2 0.000
#> JC44_808.3_..103_FE_S27_ 2 0.000
#> JC44_806.2_FE_S27_ 2 0.000
#> JC44_807.2.103_FE_S27_ 1 0.000
#> JC44_808.2.103_FE_S27_ 2 0.249
#> JC44_808.4.103_FE_S27_ 1 0.000
#> JC44_810.1_T.103_FE_S27_ 1 0.000
#> JC44_810.3_T.103_FE_S27_ 1 0.000
#> JC44_812.1.103_FE_S27_ 1 0.000
#> JC44_813.1_T.104_FE_S27_ 1 0.000
#> JC44_814.1.104_FE_S27_ 1 0.000
#> JC44_815.1.105_FE_S27_ 1 0.000
#> JC44_816.1.105_FE_S27_ 1 0.000
#> JC44_817.1_._FE_S27_ 1 0.000
#> JC44_817.3_FE_S27_ 1 0.000
#> JC44_819.1_big_FE_S27_ 2 0.751
#> JC44_820.1_FE_S27_ 2 0.000
#> JC44_808.5.103_FE_S27_ 1 0.000
#> JC44_810.2_T.103_FE_S27_ 2 0.000
#> JC44_813.3_T_FE_S27_ 1 0.000
#> JC44_812.2.103_FE_S27_ 1 0.000
#> JC44_813.2_T.104_FE_S27_ 1 0.000
#> JC44_814.2.104_FE_S27_ 1 0.000
#> JC44_815.2.105_FE_S27_ 1 0.000
#> JC44_816.2.105_FE_S27_ 1 0.000
#> JC44_817.2_FE_S27_ 2 0.000
#> JC44_818.2_FE_S27_ 2 0.000
#> JC44_819.2_FE_S27_ 2 1.000
#> JC44_820.2_FE_S27_ 1 0.000
#> JC45_821.1.106_FE_S30_ 2 0.000
#> JC45_822.1.106_FE_S30_ 2 0.000
#> JC45_823.1.106_FE_S30_ 1 0.000
#> JC45_824.1.106_FE_S30_ 1 0.000
#> JC45_825.1_FE_S30_ 2 1.000
#> JC45_826.1.107_FE_S30_ 2 0.000
#> JC45_827.1.107_FE_S30_ 3 0.000
#> JC45_828.1.107_FE_S30_ 1 0.000
#> JC45_829.1.107_FE_S30_ 1 0.000
#> JC45_830.1_._big_FE_S30_ 2 0.000
#> JC45_830.5_FE_S30_ 1 0.000
#> JC45_830.3_FE_S30_ 1 0.000
#> JC45_821.2.106_FE_S30_ 1 0.000
#> JC45_822.2.106_FE_S30_ 2 0.000
#> JC45_823.2.106_FE_S30_ 1 0.000
#> JC45_824.2.106_FE_S30_ 1 0.000
#> JC45_825.2_FE_S30_ 3 0.000
#> JC45_826.2.107_FE_S30_ 1 0.000
#> JC45_827.2.107_FE_S30_ 1 0.000
#> JC45_828.2.107_FE_S30_ 1 0.000
#> JC45_829.2.107_FE_S30_ 3 0.751
#> JC45_830.2_FE_S30_ 2 0.000
#> JC45_830.4_FE_S30_ 2 0.000
#> JC45_835.3_T.108_FE_S30_ 1 0.000
#> JC45_833.1_FE_S30_ 1 0.000
#> JC45_834.1.108_FE_S30_ 2 0.000
#> JC45_835.1_T.108_FE_S30_ 2 0.000
#> JC45_836.1.109_FE_S30_ 1 0.000
#> JC45_837.1_T.109_FE_S30_ 3 1.000
#> JC45_837.3_T.109_FE_S30_ 3 1.000
#> JC45_839.1.110_FE_S30_ 1 0.000
#> JC45_840.1.110_FE_S30_ 1 0.000
#> JC45_841.1_big_FE_S30_ 1 1.000
#> JC45_842.1_FE_S30_ 2 1.000
#> JC45_843.1_FE_S30_ 1 0.000
#> JC45_844.1.111_FE_S30_ 1 1.000
#> JC45_833.2_FE_S30_ 1 0.000
#> JC45_834.2.108_FE_S30_ 1 0.000
#> JC45_835.2_T.108_FE_S30_ 1 0.000
#> JC45_836.2.109_FE_S30_ 2 0.000
#> JC45_837.2_T.109_FE_S30_ 1 0.000
#> JC45_850.3.112_FE_S30_ 1 0.000
#> JC45_839.2.110_FE_S30_ 1 0.000
#> JC45_840.2.110_FE_S30_ 1 0.000
#> JC45_841.2_FE_S30_ 1 0.000
#> JC45_842.2_FE_S30_ 3 1.000
#> JC45_843.2_FE_S30_ 3 0.000
#> JC45_844.2.111_FE_S30_ 3 0.751
#> JC45_845.1.111_FE_S30_ 3 1.000
#> JC45_846.1.111_FE_S30_ 1 0.000
#> JC45_847.1_FE_S30_ 1 0.000
#> JC45_848.1_FE_S30_ 1 0.000
#> JC45_850.1_..112_FE_S30_ 1 0.000
#> JC45_851.1.112_FE_S30_ 1 0.000
#> JC45_852.1.112_FE_S30_ 1 0.000
#> JC45_852.3.112_FE_S30_ 1 0.000
#> JC45_854.1.112_FE_S30_ 1 1.000
#> JC45_855.1.112_FE_S30_ 1 1.000
#> JC45_856.1_FE_S30_ 2 0.000
#> JC45_845.2.111_FE_S30_ 2 0.000
#> JC45_846.2.111_FE_S30_ 1 0.000
#> JC45_847.2_FE_S30_ 2 0.000
#> JC45_848.2_FE_S30_ 1 0.000
#> JC45_849.2_FE_S30_ 1 0.000
#> JC45_851.2_ery.112_FE_S30_ 1 0.000
#> JC45_852.2_..112_FE_S30_ 1 0.000
#> JC45_856.3_FE_S30_ 2 0.751
#> JC45_855.2.112_FE_S30_ 2 0.000
#> JC45_856.2_._FE_S30_ 2 0.000
#> JC45_857.1_FE_S30_ 1 0.000
#> JC45_858.1_FE_S30_ 1 0.000
#> JC45_860.1_FE_S30_ 2 0.747
#> JC45_861.1_FE_S30_ 2 0.000
#> JC45_862.1_FE_S30_ 1 0.000
#> JC45_863.1_FE_S30_ 2 0.000
#> JC45_864.1_._FE_S30_ 1 1.000
#> JC45_866.1_FE_S30_ 1 0.000
#> JC45_867.1.113_FE_S30_ 1 0.000
#> JC45_868.1_big_mega.113_FE_S30_ 2 0.000
#> JC45_857.2_FE_S30_ 1 0.000
#> JC45_858.2_FE_S30_ 1 0.000
#> JC45_853.1_FE_S30_ 1 0.000
#> JC45_860.2_FE_S30_ 2 0.000
#> JC45_861.2_FE_S30_ 2 0.000
#> JC45_853.2_FE_S30_ 1 0.000
#> JC45_863.2_FE_S30_ 2 0.000
#> JC45_867.3.113_FE_S30_ 2 0.000
#> JC45_866.2_FE_S30_ 1 0.000
#> JC45_867.2_..113_FE_S30_ 2 1.000
#> JC45_868.2.113_FE_S30_ 2 0.000
#> JC46_869.1.114_FE_S30_ 2 0.000
#> JC46_870.1.114_FE_S30_ 1 0.000
#> JC46_871.1.114_FE_S30_ 3 1.000
#> JC46_872.1.114_FE_S30_ 1 0.000
#> JC46_873.1_FE_S30_ 3 1.000
#> JC46_874.1_FE_S30_ 1 0.000
#> JC46_875.1_T_emperi_big_FE_S30_ 2 0.253
#> JC46_875.3_T_FE_S30_ 3 0.253
#> JC46_877.1_T_FE_S30_ 2 0.000
#> JC46_878.1_._big.115_FE_S30_ 2 0.498
#> JC46_878.3.115_FE_S30_ 1 0.000
#> JC46_878.4.115_FE_S30_ 1 0.000
#> JC46_869.2.114_FE_S30_ 1 0.000
#> JC46_870.2.114_FE_S30_ 2 0.000
#> JC46_871.2.114_FE_S30_ 2 0.000
#> JC46_872.2.114_FE_S30_ 3 1.000
#> JC46_873.2_FE_S30_ 1 0.000
#> JC46_874.2_FE_S30_ 2 0.000
#> JC46_875.2_T_FE_S30_ 1 0.000
#> JC46_877.3_T_FE_S30_ 1 0.000
#> JC46_877.2_T_FE_S30_ 1 0.000
#> JC46_878.2.115_FE_S30_ 1 0.000
#> JC46_878.5.115_FE_S30_ 2 0.000
#> JC46_878.6.115_FE_S30_ 1 0.000
#> JC46_878.7.115_FE_S30_ 1 0.000
#> JC46_882.1.116_FE_S30_ 2 0.000
#> JC46_883.1.116_FE_S30_ 2 0.000
#> JC46_884.1_FE_S30_ 1 0.000
#> JC46_885.1_FE_S30_ 2 0.000
#> JC46_886.1.117_FE_S30_ 2 0.000
#> JC46_887.1.117_FE_S30_ 2 0.000
#> JC46_888.1.117_FE_S30_ 1 1.000
#> JC46_889.1_FE_S30_ 1 0.000
#> JC46_890.1_FE_S30_ 1 0.000
#> JC46_891.1.118_FE_S30_ 1 0.000
#> JC46_892.1_T.118_FE_S30_ 1 0.000
#> JC46_878.8.115_FE_S30_ 1 0.000
#> JC46_882.2.116_FE_S30_ 2 0.000
#> JC46_883.2.116_FE_S30_ 1 0.000
#> JC46_884.2_FE_S30_ 1 0.000
#> JC46_885.2_FE_S30_ 1 0.000
#> JC46_886.2.117_FE_S30_ 2 0.000
#> JC46_887.2.117_FE_S30_ 2 0.000
#> JC46_888.2.117_FE_S30_ 2 0.000
#> JC46_889.2_FE_S30_ 2 0.000
#> JC46_890.2_FE_S30_ 1 0.000
#> JC46_891.2.118_FE_S30_ 2 0.751
#> JC46_892.2_T.118_FE_S30_ 1 0.000
#> JC46_892.3_T.118_FE_S30_ 3 1.000
#> JC46_894.1.118_FE_S30_ 3 0.751
#> JC46_895.1.118_FE_S30_ 3 1.000
#> JC46_896.1.118_FE_S30_ 1 0.000
#> JC46_897.1_emperi_big.118_FE_S30_ 2 0.498
#> JC46_898.1_FE_S30_ 1 0.000
#> JC46_899.1_FE_S30_ 2 1.000
#> JC46_900.1.119_FE_S30_ 1 0.000
#> JC46_901.1.119_FE_S30_ 1 0.000
#> JC46_902.1_FE_S30_ 2 0.249
#> JC46_903.1.120_FE_S30_ 2 0.249
#> JC46_904.1.120_FE_S30_ 1 0.000
#> JC46_895.3_..118_FE_S30_ 2 0.000
#> JC46_894.2.118_FE_S30_ 1 0.000
#> JC46_895.2.118_FE_S30_ 1 0.000
#> JC46_896.2.118_FE_S30_ 2 0.000
#> JC46_897.2.118_FE_S30_ 3 1.000
#> JC46_898.2_FE_S30_ 1 0.249
#> JC46_899.2_FE_S30_ 2 0.000
#> JC46_900.2.119_FE_S30_ 1 0.000
#> JC46_901.2.119_FE_S30_ 1 0.000
#> JC46_902.2_FE_S30_ 2 0.000
#> JC46_903.2.120_FE_S30_ 2 0.000
#> JC46_904.2.120_FE_S30_ 2 0.000
#> JC46_905.1.120_FE_S30_ 1 0.000
#> JC46_906.1.120_FE_S30_ 1 0.000
#> JC46_906.3.120_FE_S30_ 2 0.000
#> JC46_908.1_T_FE_S30_ 1 0.000
#> JC46_909.1.121_FE_S30_ 2 0.000
#> JC46_910.1.121_FE_S30_ 2 0.000
#> JC46_911.1.121_FE_S30_ 2 0.000
#> JC46_912.3_..121_FE_S30_ 2 0.751
#> JC46_913.1_FE_S30_ 1 0.000
#> JC46_914.1_FE_S30_ 1 0.000
#> JC46_915.1_FE_S30_ 1 0.000
#> JC46_916.1_FE_S30_ 1 0.000
#> JC46_905.2.120_FE_S30_ 3 0.000
#> JC46_906.2_..120_FE_S30_ 1 0.000
#> JC46_908.3_T_FE_S30_ 1 0.000
#> JC46_908.2_T_FE_S30_ 1 0.000
#> JC46_909.2.121_FE_S30_ 2 0.000
#> JC46_910.2.121_FE_S30_ 1 0.000
#> JC46_911.2.121_FE_S30_ 2 0.000
#> JC46_912.4.121_FE_S30_ 2 0.249
#> JC46_913.2_FE_S30_ 1 0.000
#> JC46_914.2_FE_S30_ 2 0.000
#> JC46_915.2_FE_S30_ 1 0.000
#> JC46_916.2_FE_S30_ 3 0.249
#> JC48P4_917_HSC_FE_S8_ 3 0.000
#> JC48P4_918_HSC_FE_S8_ 3 0.000
#> JC48P4_919_HSC_FE_S8_ 3 0.000
#> JC48P4_920_HSC_FE_S8_ 3 0.000
#> JC48P4_921_HSC_FE_S8_ 3 0.000
#> JC48P4_922_HSC_FE_S8_ 3 0.000
#> JC48P4_923_HSC_FE_S8_ 3 0.000
#> JC48P4_924_HSC_FE_S8_ 3 0.000
#> JC48P4_925_HSC_FE_S8_ 3 0.000
#> JC48P4_926_HSC_FE_S8_ 3 0.000
#> JC48P4_927_HSC_FE_S8_ 3 0.000
#> JC48P4_928_HSC_FE_S8_ 3 0.000
#> JC48P4_929_HSC_FE_S8_ 3 0.000
#> JC48P4_930_HSC_FE_S8_ 3 0.000
#> JC48P4_931_HSC_FE_S8_ 3 0.000
#> JC48P4_932_HSC_FE_S8_ 3 0.000
#> JC48P4_933_HSC_FE_S8_ 3 0.000
#> JC48P4_934_HSC_FE_S8_ 3 0.000
#> JC48P4_935_HSC_FE_S8_ 3 0.000
#> JC48P4_936_HSC_FE_S8_ 3 1.000
#> JC48P4_937_HSC_FE_S8_ 3 1.000
#> JC48P4_938_HSC_FE_S8_ 1 1.000
#> JC48P4_939_HSC_FE_S8_ 2 1.000
#> JC48P4_940_HSC_FE_S8_ 2 1.000
#> JC48P4_941_HSC_FE_S8_ 3 0.000
#> JC48P4_942_HSC_FE_S8_ 3 0.000
#> JC48P4_943_HSC_FE_S8_ 2 1.000
#> JC48P4_944_HSC_FE_S8_ 2 1.000
#> JC48P4_945_HSC_FE_S8_ 3 1.000
#> JC48P4_946_HSC_FE_S8_ 3 0.000
#> JC48P4_947_HSC_FE_S8_ 3 0.000
#> JC48P4_948_HSC_FE_S8_ 3 0.000
#> JC48P4_949_HSC_FE_S8_ 3 0.000
#> JC48P4_950_HSC_FE_S8_ 3 0.000
#> JC48P4_951_HSC_FE_S8_ 3 0.000
#> JC48P4_952_HSC_FE_S8_ 3 0.000
#> JC48P4_953_HSC_FE_S8_ 3 0.000
#> JC48P4_954_HSC_FE_S8_ 3 0.000
#> JC48P4_955_HSC_FE_S8_ 3 0.000
#> JC48P4_956_HSC_FE_S8_ 3 0.000
#> JC48P4_957_HSC_FE_S8_ 3 0.000
#> JC48P4_958_HSC_FE_S8_ 3 0.000
#> JC48P4_959_HSC_FE_S8_ 3 0.000
#> JC48P4_960_HSC_FE_S8_ 3 0.000
#> JC48P4_961_HSC_FE_S8_ 3 0.000
#> JC48P4_962_HSC_FE_S8_ 2 1.000
#> JC48P4_963_HSC_FE_S8_ 2 1.000
#> JC48P4_964_HSC_FE_S8_ 2 1.000
#> JC48P4_965_HSC_FE_S8_ 3 0.000
#> JC48P4_966_HSC_FE_S8_ 3 0.000
#> JC48P4_967_HSC_FE_S8_ 3 0.000
#> JC48P4_968_HSC_FE_S8_ 3 0.000
#> JC48P4_969_HSC_FE_S8_ 2 1.000
#> JC48P4_970_HSC_FE_S8_ 3 0.000
#> JC48P4_971_HSC_FE_S8_ 3 0.000
#> JC48P4_972_HSC_FE_S8_ 2 1.000
#> JC48P4_973_HSC_FE_S8_ 3 0.000
#> JC48P4_974_HSC_FE_S8_ 3 0.000
#> JC48P4_975_HSC_FE_S8_ 3 0.000
#> JC48P4_976_HSC_FE_S8_ 3 0.000
#> JC48P4_977_HSC_FE_S8_ 2 1.000
#> JC48P4_978_HSC_FE_S8_ 3 0.000
#> JC48P4_979_HSC_FE_S8_ 3 1.000
#> JC48P4_980_HSC_FE_S8_ 3 0.000
#> JC48P4_981_HSC_FE_S8_ 2 1.000
#> JC48P4_982_HSC_FE_S8_ 3 0.000
#> JC48P4_983_HSC_FE_S8_ 3 0.000
#> JC48P4_984_HSC_FE_S8_ 3 0.000
#> JC48P4_985_HSC_FE_S8_ 3 1.000
#> JC48P4_986_HSC_FE_S8_ 2 1.000
#> JC48P4_987_HSC_FE_S8_ 3 1.000
#> JC48P4_988_HSC_FE_S8_ 3 0.000
#> JC48P4_989_HSC_FE_S8_ 3 0.000
#> JC48P4_990_HSC_FE_S8_ 3 0.000
#> JC48P4_991_HSC_FE_S8_ 3 0.000
#> JC48P4_992_HSC_FE_S8_ 3 0.000
#> JC48P4_993_HSC_FE_S8_ 3 0.000
#> JC48P4_994_HSC_FE_S8_ 2 1.000
#> JC48P4_995_HSC_FE_S8_ 3 0.751
#> JC48P4_996_HSC_FE_S8_ 3 0.000
#> JC48P4_997_HSC_FE_S8_ 3 0.000
#> JC48P4_998_HSC_FE_S8_ 2 1.000
#> JC48P4_999_HSC_FE_S8_ 3 0.000
#> JC48P4_1000_HSC_FE_S8_ 2 1.000
#> JC48P4_1001_HSC_FE_S8_ 3 0.502
#> JC48P4_1002_HSC_FE_S8_ 1 1.000
#> JC48P4_1004_HSC_FE_S8_ 3 0.000
#> JC48P4_1005_HSC_FE_S8_ 3 0.000
#> JC48P4_1006_HSC_FE_S8_ 3 0.000
#> JC48P4_1007_HSC_FE_S8_ 3 0.000
#> JC48P4_1008_HSC_FE_S8_ 2 1.000
#> JC48P4_1009_HSC_FE_S8_ 2 1.000
#> JC48P4_1010_HSC_FE_S8_ 2 1.000
#> JC48P4_1011_HSC_FE_S8_ 3 0.000
#> JC48P4_1012_HSC_FE_S8_ 3 1.000
#> JC48P7_1013_HSC_FE_S8_ 3 0.000
#> JC48P7_1014_HSC_FE_S8_ 3 0.000
#> JC48P7_1015_HSC_FE_S8_ 3 0.000
#> JC48P7_1016_HSC_FE_S8_ 3 0.000
#> JC48P7_1017_HSC_FE_S8_ 3 0.000
#> JC48P7_1018_HSC_FE_S8_ 3 0.000
#> JC48P7_1019_HSC_FE_S8_ 3 0.000
#> JC48P7_1020_HSC_FE_S8_ 2 1.000
#> JC48P7_1022_HSC_FE_S8_ 3 1.000
#> JC48P7_1023_HSC_FE_S8_ 3 0.000
#> JC48P7_1024_HSC_FE_S8_ 3 0.000
#> JC48P7_1025_HSC_FE_S8_ 3 0.000
#> JC48P7_1026_HSC_FE_S8_ 1 0.502
#> JC48P7_1027_HSC_FE_S8_ 3 0.000
#> JC48P7_1028_HSC_FE_S8_ 3 0.000
#> JC48P7_1029_HSC_FE_S8_ 3 0.000
#> JC48P7_1030_HSC_FE_S8_ 3 0.000
#> JC48P7_1031_HSC_FE_S8_ 3 0.000
#> JC48P7_1032_HSC_FE_S8_ 3 0.000
#> JC48P7_1033_HSC_FE_S8_ 3 0.000
#> JC48P7_1034_HSC_FE_S8_ 3 0.751
#> JC48P7_1035_HSC_FE_S8_ 3 0.000
#> JC48P7_1036_HSC_FE_S8_ 1 1.000
#> JC48P7_1037_HSC_FE_S8_ 3 0.000
#> JC48P7_1038_HSC_FE_S8_ 2 1.000
#> JC48P7_1039_HSC_FE_S8_ 3 0.000
#> JC48P7_1040_HSC_FE_S8_ 3 1.000
#> JC48P7_1041_HSC_FE_S8_ 3 0.000
#> JC48P7_1042_HSC_FE_S8_ 3 0.000
#> JC48P7_1043_HSC_FE_S8_ 1 1.000
#> JC48P7_1044_HSC_FE_S8_ 3 0.000
#> JC48P7_1045_HSC_FE_S8_ 3 0.000
#> JC48P7_1046_HSC_FE_S8_ 3 0.000
#> JC48P7_1047_HSC_FE_S8_ 3 0.000
#> JC48P7_1048_HSC_FE_S8_ 3 0.000
#> JC48P7_1049_HSC_FE_S8_ 3 0.000
#> JC48P7_1050_HSC_FE_S8_ 3 0.000
#> JC48P7_1051_HSC_FE_S8_ 2 1.000
#> JC48P7_1052_HSC_FE_S8_ 3 0.751
#> JC48P7_1053_HSC_FE_S8_ 3 0.000
#> JC48P7_1054_HSC_FE_S8_ 2 1.000
#> JC48P7_1055_HSC_FE_S8_ 3 0.000
#> JC48P7_1056_HSC_FE_S8_ 3 0.000
#> JC48P7_1057_HSC_FE_S8_ 3 1.000
#> JC48P7_1058_HSC_FE_S8_ 3 0.000
#> JC48P7_1059_HSC_FE_S8_ 3 0.000
#> JC48P7_1060_HSC_FE_S8_ 3 0.000
#> JC48P7_1061_HSC_FE_S8_ 3 0.000
#> JC48P7_1062_HSC_FE_S8_ 3 0.000
#> JC48P7_1063_HSC_FE_S8_ 3 0.000
#> JC48P7_1064_HSC_FE_S8_ 3 0.000
#> JC48P7_1065_HSC_FE_S8_ 3 0.000
#> JC48P7_1066_HSC_FE_S8_ 3 0.000
#> JC48P7_1067_HSC_FE_S8_ 3 0.000
#> JC48P7_1068_HSC_FE_S8_ 3 0.000
#> JC48P7_1070_HSC_FE_S8_ 3 0.000
#> JC48P7_1071_HSC_FE_S8_ 3 0.000
#> JC48P7_1072_HSC_FE_S8_ 3 0.000
#> JC48P7_1073_HSC_FE_S8_ 3 0.000
#> JC48P7_1074_HSC_FE_S8_ 3 0.000
#> JC48P7_1075_HSC_FE_S8_ 3 0.000
#> JC48P7_1076_HSC_FE_S8_ 3 0.000
#> JC48P7_1077_HSC_FE_S8_ 3 0.000
#> JC48P7_1078_HSC_FE_S8_ 1 0.000
#> JC48P7_1079_HSC_FE_S8_ 3 0.000
#> JC48P7_1080_HSC_FE_S8_ 3 0.000
#> JC48P7_1081_HSC_FE_S8_ 3 0.000
#> JC48P7_1082_HSC_FE_S8_ 3 0.000
#> JC48P7_1083_HSC_FE_S8_ 3 0.000
#> JC48P7_1084_HSC_FE_S8_ 2 1.000
#> JC48P7_1085_HSC_FE_S8_ 1 0.000
#> JC48P7_1086_HSC_FE_S8_ 2 1.000
#> JC48P7_1087_HSC_FE_S8_ 3 0.000
#> JC48P7_1088_HSC_FE_S8_ 3 0.000
#> JC48P7_1089_HSC_FE_S8_ 2 1.000
#> JC48P7_1090_HSC_FE_S8_ 3 0.000
#> JC48P7_1091_HSC_FE_S8_ 2 1.000
#> JC48P7_1092_HSC_FE_S8_ 2 1.000
#> JC48P7_1093_HSC_FE_S8_ 2 1.000
#> JC48P7_1094_HSC_FE_S8_ 3 0.000
#> JC48P7_1095_HSC_FE_S8_ 3 0.000
#> JC48P7_1096_HSC_FE_S8_ 1 1.000
#> JC48P7_1097_HSC_FE_S8_ 3 0.000
#> JC48P7_1098_HSC_FE_S8_ 3 0.000
#> JC48P7_1099_HSC_FE_S8_ 3 0.000
#> JC48P7_1100_HSC_FE_S8_ 2 1.000
#> JC48P7_1101_HSC_FE_S8_ 3 0.000
#> JC48P7_1102_HSC_FE_S8_ 3 0.000
#> JC48P7_1103_HSC_FE_S8_ 3 0.000
#> JC48P7_1104_HSC_FE_S8_ 2 1.000
#> JC48P7_1105_HSC_FE_S8_ 3 1.000
#> JC48P7_1106_HSC_FE_S8_ 3 1.000
#> JC48P7_1107_HSC_FE_S8_ 3 0.000
#> JC48P7_1108_HSC_FE_S8_ 2 1.000
#> JC48P6_1109_HSC_FE_S8_ 3 0.000
#> JC48P6_1110_HSC_FE_S8_ 3 0.000
#> JC48P6_1111_HSC_FE_S8_ 3 0.000
#> JC48P6_1112_HSC_FE_S8_ 3 0.000
#> JC48P6_1113_HSC_FE_S8_ 3 0.000
#> JC48P6_1114_HSC_FE_S8_ 3 0.000
#> JC48P6_1115_HSC_FE_S8_ 3 0.000
#> JC48P6_1116_HSC_FE_S8_ 1 1.000
#> JC48P6_1117_HSC_FE_S8_ 3 0.000
#> JC48P6_1118_HSC_FE_S8_ 3 0.000
#> JC48P6_1119_HSC_FE_S8_ 3 0.000
#> JC48P6_1120_HSC_FE_S8_ 3 0.000
#> JC48P6_1121_HSC_FE_S8_ 3 0.000
#> JC48P6_1122_HSC_FE_S8_ 1 1.000
#> JC48P6_1123_HSC_FE_S8_ 3 1.000
#> JC48P6_1124_HSC_FE_S8_ 1 1.000
#> JC48P6_1125_HSC_FE_S8_ 3 0.000
#> JC48P6_1126_HSC_FE_S8_ 1 1.000
#> JC48P6_1127_HSC_FE_S8_ 3 0.000
#> JC48P6_1128_HSC_FE_S8_ 3 0.000
#> JC48P6_1129_HSC_FE_S8_ 3 0.000
#> JC48P6_1130_HSC_FE_S8_ 3 0.000
#> JC48P6_1131_HSC_FE_S8_ 3 0.000
#> JC48P6_1132_HSC_FE_S8_ 1 1.000
#> JC48P6_1133_HSC_FE_S8_ 3 0.000
#> JC48P6_1134_HSC_FE_S8_ 3 0.000
#> JC48P6_1135_HSC_FE_S8_ 2 1.000
#> JC48P6_1136_HSC_FE_S8_ 3 0.000
#> JC48P6_1137_HSC_FE_S8_ 3 0.000
#> JC48P6_1138_HSC_FE_S8_ 3 0.000
#> JC48P6_1139_HSC_FE_S8_ 3 1.000
#> JC48P6_1140_HSC_FE_S8_ 3 0.000
#> JC48P6_1141_HSC_FE_S8_ 3 0.000
#> JC48P6_1142_HSC_FE_S8_ 3 0.000
#> JC48P6_1143_HSC_FE_S8_ 3 0.000
#> JC48P6_1144_HSC_FE_S8_ 3 0.000
#> JC48P6_1145_HSC_FE_S8_ 3 0.000
#> JC48P6_1146_HSC_FE_S8_ 3 0.000
#> JC48P6_1147_HSC_FE_S8_ 3 0.000
#> JC48P6_1148_HSC_FE_S8_ 2 1.000
#> JC48P6_1149_HSC_FE_S8_ 3 0.000
#> JC48P6_1150_HSC_FE_S8_ 3 0.000
#> JC48P6_1151_HSC_FE_S8_ 3 1.000
#> JC48P6_1152_HSC_FE_S8_ 3 0.000
#> JC48P6_1153_HSC_FE_S8_ 3 1.000
#> JC48P6_1154_HSC_FE_S8_ 3 0.000
#> JC48P6_1155_HSC_FE_S8_ 3 0.000
#> JC48P6_1156_HSC_FE_S8_ 2 1.000
#> JC48P6_1157_HSC_FE_S8_ 3 0.000
#> JC48P6_1158_HSC_FE_S8_ 3 0.000
#> JC48P6_1159_HSC_FE_S8_ 2 1.000
#> JC48P6_1160_HSC_FE_S8_ 3 0.000
#> JC48P6_1161_HSC_FE_S8_ 3 0.000
#> JC48P6_1162_HSC_FE_S8_ 3 0.000
#> JC48P6_1163_HSC_FE_S8_ 3 0.000
#> JC48P6_1164_HSC_FE_S8_ 3 0.000
#> JC48P6_1165_HSC_FE_S8_ 3 0.000
#> JC48P6_1166_HSC_FE_S8_ 3 0.000
#> JC48P6_1167_HSC_FE_S8_ 3 0.000
#> JC48P6_1168_HSC_FE_S8_ 3 0.000
#> JC48P6_1169_HSC_FE_S8_ 3 0.000
#> JC48P6_1170_HSC_FE_S8_ 2 1.000
#> JC48P6_1171_HSC_FE_S8_ 3 0.000
#> JC48P6_1172_HSC_FE_S8_ 3 0.000
#> JC48P6_1173_HSC_FE_S8_ 3 0.000
#> JC48P6_1174_HSC_FE_S8_ 3 0.000
#> JC48P6_1175_HSC_FE_S8_ 3 1.000
#> JC48P6_1176_HSC_FE_S8_ 3 0.000
#> JC48P6_1177_HSC_FE_S8_ 3 0.000
#> JC48P6_1178_HSC_FE_S8_ 3 0.000
#> JC48P6_1179_HSC_FE_S8_ 3 0.000
#> JC48P6_1180_HSC_FE_S8_ 3 0.000
#> JC48P6_1181_HSC_FE_S8_ 3 0.000
#> JC48P6_1182_HSC_FE_S8_ 3 0.000
#> JC48P6_1183_HSC_FE_S8_ 3 0.000
#> JC48P6_1184_HSC_FE_S8_ 3 0.000
#> JC48P6_1185_HSC_FE_S8_ 3 0.000
#> JC48P6_1186_HSC_FE_S8_ 3 0.000
#> JC48P6_1187_HSC_FE_S8_ 3 0.000
#> JC48P6_1188_HSC_FE_S8_ 3 0.000
#> JC48P6_1189_HSC_FE_S8_ 3 0.000
#> JC48P6_1190_HSC_FE_S8_ 1 1.000
#> JC48P6_1191_HSC_FE_S8_ 3 1.000
#> JC48P6_1192_HSC_FE_S8_ 3 0.000
#> JC48P6_1193_HSC_FE_S8_ 3 0.000
#> JC48P6_1194_HSC_FE_S8_ 3 0.000
#> JC48P6_1195_HSC_FE_S8_ 3 0.000
#> JC48P6_1196_HSC_FE_S8_ 3 0.000
#> JC48P6_1197_HSC_FE_S8_ 3 1.000
#> JC48P6_1198_HSC_FE_S8_ 3 0.000
#> JC48P6_1199_HSC_FE_S8_ 3 0.000
#> JC48P6_1200_HSC_FE_S8_ 3 0.000
#> JC48P6_1201_HSC_FE_S8_ 3 0.000
#> JC48P6_1202_HSC_FE_S8_ 3 0.000
#> JC48P6_1203_HSC_FE_S8_ 3 0.000
#> JC48P6_1204_HSC_FE_S8_ 3 0.000
get_classes(res, k = 4)
#> class p
#> JC4_349_HSC_FE_S13_ 1 0.000
#> JC4_350_HSC_FE_S13_ 1 0.000
#> JC4_351_HSC_FE_S13_ 1 0.000
#> JC4_352_HSC_FE_S13_ 1 0.000
#> JC4_353_HSC_FE_S13_ 1 0.000
#> JC4_354_HSC_FE_S13_ 1 0.000
#> JC4_355_HSC_FE_S13_ 1 0.000
#> JC4_356_HSC_FE_S13_ 1 0.000
#> JC4_357_HSC_FE_S13_ 1 0.000
#> JC4_358_HSC_FE_S13_ 1 0.000
#> JC4_359_HSC_FE_S13_ 1 0.000
#> JC4_360_HSC_FE_S13_ 3 0.000
#> JC4_361_HSC_FE_S13_ 1 0.000
#> JC4_362_HSC_FE_S13_ 1 0.000
#> JC4_363_HSC_FE_S13_ 3 0.000
#> JC4_364_HSC_FE_S13_ 1 0.000
#> JC4_365_HSC_FE_S13_ 1 0.000
#> JC4_366_HSC_FE_S13_ 1 1.000
#> JC4_368_HSC_FE_S13_ 1 0.000
#> JC4_369_HSC_FE_S13_ 1 0.000
#> JC4_371_HSC_FE_S13_ 1 0.000
#> JC4_372_HSC_FE_S13_ 1 0.000
#> JC4_373_HSC_FE_S13_ 3 1.000
#> JC4_374_HSC_FE_S13_ 1 0.000
#> JC4_375_HSC_FE_S13_ 1 0.000
#> JC4_376_HSC_FE_S13_ 1 0.000
#> JC4_377_HSC_FE_S13_ 1 0.000
#> JC4_378_HSC_FE_S13_ 1 0.000
#> JC4_379_HSC_FE_S13_ 1 0.000
#> JC4_380_HSC_FE_S13_ 1 0.000
#> JC4_382_HSC_FE_S13_ 1 0.000
#> JC4_383_HSC_FE_S13_ 1 0.000
#> JC4_384_HSC_FE_S13_ 3 0.000
#> JC4_385_HSC_FE_S13_ 1 0.000
#> JC4_386_HSC_FE_S13_ 1 0.000
#> JC4_387_HSC_FE_S13_ 1 0.000
#> JC4_388_HSC_FE_S13_ 1 0.000
#> JC4_389_HSC_FE_S13_ 1 0.000
#> JC4_390_HSC_FE_S13_ 1 0.000
#> JC4_391_HSC_FE_S13_ 1 0.000
#> JC4_392_HSC_FE_S13_ 1 0.000
#> JC4_393_HSC_FE_S13_ 1 0.000
#> JC4_394_HSC_FE_S13_ 1 0.000
#> JC4_395_HSC_FE_S13_ 1 0.000
#> JC4_397_HSC_FE_S13_ 3 1.000
#> JC4_398_HSC_FE_S13_ 1 0.000
#> JC4_399_HSC_FE_S13_ 1 0.000
#> JC4_400_HSC_FE_S13_ 3 0.000
#> JC4_401_HSC_FE_S13_ 1 0.000
#> JC4_402_HSC_FE_S13_ 1 0.000
#> JC4_403_HSC_FE_S13_ 1 0.000
#> JC4_404_HSC_FE_S13_ 1 0.000
#> JC4_405_HSC_FE_S13_ 1 0.000
#> JC4_406_HSC_FE_S13_ 1 0.000
#> JC4_407_HSC_FE_S13_ 1 0.000
#> JC4_408_HSC_FE_S13_ 1 0.000
#> JC4_409_HSC_FE_S13_ 1 0.000
#> JC4_410_HSC_FE_S13_ 1 0.000
#> JC4_411_HSC_FE_S13_ 1 0.000
#> JC4_412_HSC_FE_S13_ 1 0.000
#> JC4_413_HSC_FE_S13_ 1 0.000
#> JC4_414_HSC_FE_S13_ 1 0.000
#> JC4_415_HSC_FE_S13_ 1 0.000
#> JC4_416_HSC_FE_S13_ 1 0.000
#> JC4_417_HSC_FE_S13_ 1 0.000
#> JC4_418_HSC_FE_S13_ 1 0.000
#> JC4_419_HSC_FE_S13_ 1 0.000
#> JC4_420_HSC_FE_S13_ 1 0.000
#> JC4_421_HSC_FE_S13_ 1 0.000
#> JC4_422_HSC_FE_S13_ 1 0.000
#> JC4_423_HSC_FE_S13_ 1 0.000
#> JC4_424_HSC_FE_S13_ 1 0.000
#> JC4_425_HSC_FE_S13_ 1 0.000
#> JC4_426_HSC_FE_S13_ 1 0.000
#> JC4_427_HSC_FE_S13_ 1 0.000
#> JC4_428_HSC_FE_S13_ 1 0.000
#> JC4_429_HSC_FE_S13_ 1 0.000
#> JC4_430_HSC_FE_S13_ 1 0.000
#> JC4_431_HSC_FE_S13_ 1 0.000
#> JC4_432_HSC_FE_S13_ 1 0.000
#> JC4_433_HSC_FE_S13_ 1 0.000
#> JC4_434_HSC_FE_S13_ 1 0.000
#> JC4_435_HSC_FE_S13_ 1 0.000
#> JC4_436_HSC_FE_S13_ 1 0.000
#> JC20_1.1_FE_S25_ 1 0.000
#> JC20_2.1_FE_S25_ 1 0.000
#> JC20_3.1_FE_S25_ 1 0.000
#> JC20_4.1_FE_S25_ 1 0.000
#> JC20_5.1_FE_S25_ 1 0.000
#> JC20_6.1_FE_S25_ 1 0.000
#> JC20_7.1_FE_S25_ 1 0.000
#> JC20_8.1_FE_S25_ 1 0.000
#> JC20_9.1_FE_S25_ 1 0.000
#> JC20_10.1_FE_S25_ 1 0.000
#> JC20_11.1_FE_S25_ 1 0.000
#> JC20_12.1_FE_S25_ 1 0.000
#> JC20_1.2_FE_S25_ 1 0.000
#> JC20_2.2_FE_S25_ 1 0.000
#> JC20_3.2_FE_S25_ 1 0.000
#> JC20_4.2_FE_S25_ 1 0.253
#> JC20_5.2_FE_S25_ 3 0.751
#> JC20_6.2_FE_S25_ 1 0.000
#> JC20_7.2_FE_S25_ 1 0.000
#> JC20_8.2_FE_S25_ 1 0.000
#> JC20_9.2_FE_S25_ 1 0.000
#> JC20_10.2_FE_S25_ 1 0.000
#> JC20_11.2_FE_S25_ 1 1.000
#> JC20_12.2_FE_S25_ 1 0.000
#> JC20_13.1_FE_S25_ 1 0.000
#> JC20_14.1_FE_S25_ 1 0.000
#> JC20_15.1_FE_S25_ 1 0.000
#> JC20_16.1_FE_S25_ 1 0.000
#> JC20_17.1_FE_S25_ 1 0.000
#> JC20_18.1_FE_S25_ 4 0.498
#> JC20_19.1_FE_S25_ 1 0.000
#> JC20_20.1_FE_S25_ 1 0.000
#> JC20_21.1_FE_S25_ 1 0.000
#> JC20_22.1_FE_S25_ 1 0.000
#> JC20_23.1_FE_S25_ 1 0.000
#> JC20_24.1_FE_S25_ 1 0.000
#> JC20_13.2_FE_S25_ 1 0.000
#> JC20_14.2_FE_S25_ 1 0.000
#> JC20_15.2_FE_S25_ 1 0.000
#> JC20_16.2_FE_S25_ 1 0.000
#> JC20_17.2_FE_S25_ 1 0.000
#> JC20_18.2_FE_S25_ 1 0.751
#> JC20_19.2_FE_S25_ 1 0.000
#> JC20_20.2_FE_S25_ 1 0.000
#> JC20_21.2_FE_S25_ 1 0.000
#> JC20_22.2_big_FE_S25_ 1 0.000
#> JC20_23.2_FE_S25_ 1 0.000
#> JC20_24.2_FE_S25_ 1 0.000
#> JC20_25.1_FE_S25_ 1 0.000
#> JC20_26.1_FE_S25_ 1 0.000
#> JC20_27.1_FE_S25_ 1 0.000
#> JC20_29.1_FE_S25_ 2 0.000
#> JC20_33.1_FE_S25_ 1 1.000
#> JC20_34.1_FE_S25_ 1 0.000
#> JC20_36.1_FE_S25_ 1 0.000
#> JC20_25.2_FE_S25_ 1 0.000
#> JC20_26.2_FE_S25_ 1 0.000
#> JC20_27.2_FE_S25_ 1 0.000
#> JC20_28.2_FE_S25_ 1 0.000
#> JC20_29.2_FE_S25_ 1 0.000
#> JC20_30.2_FE_S25_ 1 0.000
#> JC20_31.2_FE_S25_ 1 0.000
#> JC20_33.2_FE_S25_ 1 0.000
#> JC20_34.2_FE_S25_ 1 0.000
#> JC20_35.2_FE_S25_ 1 0.000
#> JC20_36.2_FE_S25_ 1 0.000
#> JC20_37.1_FE_S25_ 1 0.000
#> JC20_39.1_FE_S25_ 1 0.000
#> JC20_41.1_FE_S25_ 1 0.000
#> JC20_42.1.1_FE_S25_ 1 0.000
#> JC20_43.1.1_FE_S25_ 1 0.000
#> JC20_44.1.1_FE_S25_ 1 0.000
#> JC20_45.1.2_FE_S25_ 1 0.000
#> JC20_46.1.2_FE_S25_ 1 0.000
#> JC20_48.1.2_FE_S25_ 1 1.000
#> JC20_37.2_FE_S25_ 1 0.000
#> JC20_38.2_FE_S25_ 1 0.000
#> JC20_39.2_FE_S25_ 1 0.000
#> JC20_40.2_FE_S25_ 1 0.000
#> JC20_41.2_FE_S25_ 1 0.000
#> JC20_42.2.1_FE_S25_ 1 1.000
#> JC20_43.2.1_FE_S25_ 1 0.751
#> JC20_44.2.1_FE_S25_ 1 0.000
#> JC20_45.2.2_FE_S25_ 1 0.000
#> JC20_46.2.2_FE_S25_ 1 1.000
#> JC20_47.2.2_FE_S25_ 3 0.000
#> JC20_48.2.2_FE_S25_ 1 0.000
#> JC21_49.1_FE_S25_ 1 0.000
#> JC21_50.1_FE_S25_ 1 0.000
#> JC21_51.1_FE_S25_ 2 0.000
#> JC21_52.1_FE_S25_ 1 0.000
#> JC21_53.1_FE_S25_ 1 0.000
#> JC21_54.1_FE_S25_ 1 0.000
#> JC21_55.1_FE_S25_ 1 0.000
#> JC21_56.1_FE_S25_ 1 0.747
#> JC21_57.1_FE_S25_ 1 0.000
#> JC21_58.1_FE_S25_ 1 0.000
#> JC21_59.1_FE_S25_ 1 0.000
#> JC21_60.1_FE_S25_ 1 0.000
#> JC21_49.2_FE_S25_ 1 0.000
#> JC21_50.2_FE_S25_ 1 0.000
#> JC21_51.2_FE_S25_ 2 0.000
#> JC21_52.2_FE_S25_ 1 0.000
#> JC21_53.2_FE_S25_ 1 0.000
#> JC21_54.2_FE_S25_ 1 0.000
#> JC21_55.2_FE_S25_ 1 0.000
#> JC21_56.2_FE_S25_ 2 0.000
#> JC21_57.2_FE_S25_ 1 0.000
#> JC21_58.2_FE_S25_ 1 0.000
#> JC21_59.2_FE_S25_ 1 0.000
#> JC21_60.2_FE_S25_ 3 0.751
#> JC21_61.1_FE_S25_ 1 0.000
#> JC21_62.1_FE_S25_ 1 0.249
#> JC21_63.1_FE_S25_ 1 0.000
#> JC21_64.1_FE_S25_ 1 0.000
#> JC21_65.1_FE_S25_ 1 0.000
#> JC21_66.1_FE_S25_ 1 0.000
#> JC21_67.1_FE_S25_ 1 0.000
#> JC21_68.1_FE_S25_ 1 0.000
#> JC21_69.1_FE_S25_ 4 0.249
#> JC21_70.1_FE_S25_ 1 0.000
#> JC21_71.1_FE_S25_ 1 0.000
#> JC21_72.1_FE_S25_ 1 0.000
#> JC21_61.2_FE_S25_ 1 0.000
#> JC21_62.2_FE_S25_ 1 0.000
#> JC21_63.2_FE_S25_ 1 0.000
#> JC21_64.2_FE_S25_ 1 0.000
#> JC21_65.2_FE_S25_ 1 0.000
#> JC21_66.2_FE_S25_ 2 0.502
#> JC21_67.2_FE_S25_ 3 0.000
#> JC21_68.2_FE_S25_ 4 1.000
#> JC21_69.2_FE_S25_ 1 0.000
#> JC21_70.2_FE_S25_ 1 0.000
#> JC21_71.2_FE_S25_ 1 0.000
#> JC21_72.2_FE_S25_ 1 0.000
#> JC21_73.1_FE_S25_ 1 0.000
#> JC21_74.1_FE_S25_ 4 1.000
#> JC21_75.1_FE_S25_ 1 0.000
#> JC21_76.1_FE_S25_ 2 0.000
#> JC21_77.1_FE_S25_ 1 0.000
#> JC21_78.1_FE_S25_ 4 0.000
#> JC21_79.1_FE_S25_ 1 0.000
#> JC21_80.1_FE_S25_ 1 0.000
#> JC21_81.1_FE_S25_ 4 0.000
#> JC21_82.1_FE_S25_ 1 0.000
#> JC21_83.1_FE_S25_ 3 0.000
#> JC21_84.1_FE_S25_ 2 0.000
#> JC21_73.2_FE_S25_ 1 0.000
#> JC21_74.2_FE_S25_ 1 0.000
#> JC21_75.2_FE_S25_ 1 0.000
#> JC21_76.2_FE_S25_ 2 0.000
#> JC21_77.2_FE_S25_ 1 0.000
#> JC21_78.2_FE_S25_ 1 0.000
#> JC21_79.2_FE_S25_ 1 0.000
#> JC21_80.2_FE_S25_ 3 0.000
#> JC21_81.2_FE_S25_ 1 0.000
#> JC21_82.2_FE_S25_ 1 0.000
#> JC21_83.2_FE_S25_ 1 0.000
#> JC21_84.2_FE_S25_ 1 0.000
#> JC21_85.1_FE_S25_ 1 0.000
#> JC21_86.1_FE_S25_ 1 0.000
#> JC21_87.1_FE_S25_ 1 0.000
#> JC21_88.1_FE_S25_ 1 0.000
#> JC21_89.1_FE_S25_ 1 0.000
#> JC21_90.1_FE_S25_ 1 0.000
#> JC21_91.1_FE_S25_ 1 0.000
#> JC21_92.1_FE_S25_ 1 0.000
#> JC21_93.1_FE_S25_ 1 0.000
#> JC21_94.1_FE_S25_ 1 0.000
#> JC21_95.1_FE_S25_ 1 0.000
#> JC21_96.1_FE_S25_ 1 0.000
#> JC21_85.2_FE_S25_ 1 0.000
#> JC21_86.2_FE_S25_ 1 0.000
#> JC21_87.2_FE_S25_ 1 0.000
#> JC21_88.2_FE_S25_ 1 0.000
#> JC21_89.2_FE_S25_ 1 0.000
#> JC21_90.2_FE_S25_ 1 0.000
#> JC21_91.2_FE_S25_ 1 0.000
#> JC21_92.2_FE_S25_ 1 0.000
#> JC21_93.2_FE_S25_ 1 0.000
#> JC21_94.2_FE_S25_ 1 0.000
#> JC21_95.2_FE_S25_ 1 0.000
#> JC21_96.2_FE_S25_ 1 0.000
#> JC26_98.1_S32_ 1 0.000
#> JC26_99.1_S32_ 3 0.000
#> JC26_100.1_W_S32_ 2 0.000
#> JC26_101.1_S32_ 2 1.000
#> JC26_102.1_S32_ 1 0.000
#> JC26_103.1_S32_ 4 0.000
#> JC26_104.1_S32_ 4 0.000
#> JC26_106.1.3_S32_ 1 0.502
#> JC26_108.1.3_S32_ 1 0.000
#> JC26_146_S32_ 3 0.000
#> JC26_98.2_S32_ 1 0.000
#> JC26_99.2_S32_ 2 0.751
#> JC26_100.2_W_S32_ 2 0.000
#> JC26_101.2_S32_ 1 0.498
#> JC26_102.2_S32_ 1 1.000
#> JC26_103.2_S32_ 4 0.249
#> JC26_104.2_S32_ 4 0.000
#> JC26_105.2.3_S32_ 1 0.751
#> JC26_106.2.3_S32_ 1 0.000
#> JC26_107.2.3_S32_ 1 0.000
#> JC26_108.2.3_S32_ 1 0.000
#> JC26_109.1.3_S32_ 1 0.000
#> JC26_110.1.4_S32_ 1 0.000
#> JC26_111.1.4_S32_ 1 0.000
#> JC26_112.1.4_S32_ 4 0.000
#> JC26_113.1.4_S32_ 1 0.751
#> JC26_114.1_S32_ 3 1.000
#> JC26_115.1.5_S32_ 1 0.000
#> JC26_116.1.5_S32_ 3 0.000
#> JC26_117.1.5_S32_ 1 0.000
#> JC26_118.1_S32_ 4 0.000
#> JC26_119.1_W.6_S32_ 4 0.000
#> JC26_120.1.6_S32_ 1 0.751
#> JC26_109.2.3_S32_ 3 0.000
#> JC26_110.2.4_S32_ 1 0.000
#> JC26_111.2.4_S32_ 2 1.000
#> JC26_112.2.4_S32_ 4 0.000
#> JC26_113.2.4_S32_ 1 0.000
#> JC26_114.2_S32_ 1 0.000
#> JC26_115.2.5_S32_ 1 0.000
#> JC26_116.2.5_S32_ 2 0.000
#> JC26_117.2.5_S32_ 1 0.000
#> JC26_118.2_S32_ 1 0.000
#> JC26_119.2_W.6_S32_ 4 0.000
#> JC26_120.2.6_S32_ 1 0.000
#> JC26_121.1.6_S32_ 2 0.000
#> JC26_122.1.6_S32_ 1 0.249
#> JC26_123.1.6_S32_ 1 0.000
#> JC26_125.1.6_S32_ 2 0.000
#> JC26_127.1_S32_ 3 0.000
#> JC26_128.1.7_S32_ 2 1.000
#> JC26_129.1_W.7_S32_ 1 1.000
#> JC26_130.1.7_S32_ 4 0.502
#> JC26_131.1.7_S32_ 2 1.000
#> JC26_132.1.7_S32_ 4 0.000
#> JC26_121.2.6_S32_ 3 0.000
#> JC26_122.2.6_S32_ 3 0.000
#> JC26_123.2.6_S32_ 3 0.751
#> JC26_124.2.6_S32_ 1 0.747
#> JC26_125.2.6_S32_ 1 0.249
#> JC26_126.2_S32_ 1 0.000
#> JC26_127.2_S32_ 1 1.000
#> JC26_128.2.7_S32_ 2 0.000
#> JC26_129.2_W.7_S32_ 1 0.000
#> JC26_130.2.7_S32_ 1 1.000
#> JC26_131.2.7_S32_ 1 0.000
#> JC26_132.2.7_S32_ 1 0.502
#> JC26_135.1.7_S32_ 1 0.751
#> JC26_136.1.7_S32_ 1 1.000
#> JC26_137.1.8_S32_ 1 0.000
#> JC26_147.8_S32_ 1 0.000
#> JC26_139.1.8_S32_ 1 0.000
#> JC26_140.1.8_S32_ 1 0.000
#> JC26_141.1_S32_ 1 0.000
#> JC26_142.1_S32_ 1 0.000
#> JC26_143.1_W_S32_ 2 0.000
#> JC26_144.1_S32_ 1 0.000
#> JC26_134.2.7_S32_ 1 0.000
#> JC26_135.2.7_S32_ 1 1.000
#> JC26_136.2.7_S32_ 4 0.000
#> JC26_137.2.8_S32_ 3 0.751
#> JC26_140.2.8_S32_ 1 1.000
#> JC26_141.2_S32_ 1 0.000
#> JC26_143.2_W_S32_ 1 1.000
#> JC26_144.2_S32_ 1 0.000
#> JC27_149.1_W.9_MA_S33_ 1 0.000
#> JC27_151.1.9_MA_S33_ 1 0.000
#> JC27_152.1.9_MA_S33_ 1 0.000
#> JC27_153.1.9_MA_S33_ 1 0.000
#> JC27_154.1.9_MA_S33_ 1 0.000
#> JC27_155.1.9_MA_S33_ 1 0.000
#> JC27_156.1.9_MA_S33_ 1 0.000
#> JC27_157.1_MA_S33_ 2 0.000
#> JC27_158.1_MA_S33_ 1 0.000
#> JC27_159.1_MA_S33_ 1 0.000
#> JC27_160.1_MA_S33_ 1 0.000
#> JC27_149.2_W.9_MA_S33_ 2 0.000
#> JC27_150.2.9_MA_S33_ 1 0.000
#> JC27_151.2_big.9_MA_S33_ 1 0.000
#> JC27_152.2.9_MA_S33_ 1 0.249
#> JC27_153.2.9_MA_S33_ 3 0.000
#> JC27_154.2.9_MA_S33_ 1 0.000
#> JC27_155.2.9_MA_S33_ 1 0.000
#> JC27_156.2.9_MA_S33_ 4 0.000
#> JC27_157.2_MA_S33_ 1 0.000
#> JC27_158.2_MA_S33_ 1 0.000
#> JC27_159.2_MA_S33_ 2 0.000
#> JC27_160.2_MA_S33_ 2 0.000
#> JC27_162.1_MA_S33_ 1 0.000
#> JC27_163.1_MA_S33_ 1 0.000
#> JC27_164.1_MA_S33_ 2 0.498
#> JC27_165.1_MA_S33_ 4 0.000
#> JC27_166.1_MA_S33_ 1 0.000
#> JC27_167.1_MA_S33_ 1 0.000
#> JC27_168.1_MA_S33_ 2 0.000
#> JC27_169.1_MA_S33_ 1 0.000
#> JC27_170.1_MA_S33_ 2 0.000
#> JC27_171.1_MA_S33_ 1 0.000
#> JC27_172.1_MA_S33_ 2 0.000
#> JC27_161.2_MA_S33_ 2 0.000
#> JC27_162.2_MA_S33_ 1 0.000
#> JC27_163.2_MA_S33_ 2 0.000
#> JC27_164.2_MA_S33_ 3 0.000
#> JC27_165.2_MA_S33_ 1 0.000
#> JC27_166.2_MA_S33_ 4 0.000
#> JC27_167.2_MA_S33_ 4 0.000
#> JC27_168.2_MA_S33_ 2 0.000
#> JC27_169.2_MA_S33_ 2 0.000
#> JC27_170.2_MA_S33_ 1 0.000
#> JC27_172.2_MA_S33_ 2 0.000
#> JC27_173.1_MA_S33_ 1 1.000
#> JC27_174.1_MA_S33_ 4 0.000
#> JC27_175.1_MA_S33_ 2 0.000
#> JC27_177.1_big_MA_S33_ 1 0.000
#> JC27_178.1_MA_S33_ 2 0.000
#> JC27_180.1_W_MA_S33_ 1 0.000
#> JC27_181.1_MA_S33_ 1 0.000
#> JC27_182.1_W_MA_S33_ 4 0.249
#> JC27_183.1_MA_S33_ 2 0.000
#> JC27_184.1_MA_S33_ 2 0.000
#> JC27_173.2_big_MA_S33_ 1 0.000
#> JC27_174.2_MA_S33_ 4 0.000
#> JC27_175.2_MA_S33_ 4 0.000
#> JC27_176.2_W_MA_S33_ 1 0.000
#> JC27_177.2_MA_S33_ 1 0.000
#> JC27_178.2_MA_S33_ 1 0.000
#> JC27_179.2_MA_S33_ 1 0.000
#> JC27_180.2_W_MA_S33_ 1 1.000
#> JC27_181.2_big_MA_S33_ 1 0.000
#> JC27_182.2_W_MA_S33_ 1 0.000
#> JC27_183.2_MA_S33_ 1 0.000
#> JC27_184.2_MA_S33_ 1 0.000
#> JC27_185.1_MA_S33_ 2 0.000
#> JC27_186.1_MA_S33_ 1 0.000
#> JC27_187.1_MA_S33_ 1 1.000
#> JC27_188.1_MA_S33_ 1 0.000
#> JC27_189.1_MA_S33_ 1 1.000
#> JC27_190.1_MA_S33_ 1 0.000
#> JC27_191.1_MA_S33_ 1 1.000
#> JC27_192.1_W_MA_S33_ 2 0.000
#> JC27_193.1_._big_MA_S33_ 1 0.498
#> JC27_193.3_MA_S33_ 1 0.249
#> JC27_195.1_MA_S33_ 2 0.000
#> JC27_196.1_MA_S33_ 2 0.751
#> JC27_185.2_MA_S33_ 1 0.000
#> JC27_186.2_MA_S33_ 1 0.000
#> JC27_187.2_MA_S33_ 2 0.000
#> JC27_188.2_MA_S33_ 2 0.000
#> JC27_189.2_MA_S33_ 1 1.000
#> JC27_190.2_MA_S33_ 4 0.000
#> JC27_191.2_MA_S33_ 1 0.000
#> JC27_192.2_W_MA_S33_ 1 0.000
#> JC27_193.2_MA_S33_ 1 0.000
#> JC27_193.4_MA_S33_ 4 0.000
#> JC27_195.2_MA_S33_ 1 0.253
#> JC27_196.2_MA_S33_ 1 0.000
#> JC28_197.1_FE_S33_ 1 0.000
#> JC28_198.1_FE_S33_ 1 0.000
#> JC28_200.1.23_FE_S33_ 1 0.000
#> JC28_201.1.23_FE_S33_ 1 0.000
#> JC28_202.1_FE_S33_ 1 0.502
#> JC28_203.1_FE_S33_ 1 0.000
#> JC28_205.1_FE_S33_ 1 0.000
#> JC28_206.1_FE_S33_ 1 0.751
#> JC28_207.1_FE_S33_ 1 0.249
#> JC28_208.1_FE_S33_ 1 0.000
#> JC28_197.2_FE_S33_ 1 0.000
#> JC28_198.2_big_FE_S33_ 1 0.000
#> JC28_199.2.23_FE_S33_ 1 0.000
#> JC28_201.2.23_FE_S33_ 1 0.000
#> JC28_202.2_FE_S33_ 1 0.253
#> JC28_203.2_FE_S33_ 4 0.000
#> JC28_204.2_FE_S33_ 1 0.249
#> JC28_205.2_FE_S33_ 1 0.000
#> JC28_206.2_FE_S33_ 1 0.249
#> JC28_207.2_FE_S33_ 1 0.000
#> JC28_208.2_FE_S33_ 1 0.000
#> JC28_210.1_FE_S33_ 1 0.000
#> JC28_211.1_FE_S33_ 4 0.000
#> JC28_212.1_FE_S33_ 4 0.000
#> JC28_213.1.26_FE_S33_ 1 0.000
#> JC28_214.1.26_FE_S33_ 4 0.498
#> JC28_215.1.26_FE_S33_ 1 1.000
#> JC28_216.1.26_FE_S33_ 1 0.751
#> JC28_217.1.26_FE_S33_ 4 0.000
#> JC28_218.1_FE_S33_ 1 0.502
#> JC28_220.1_FE_S33_ 1 0.000
#> JC28_209.2_FE_S33_ 1 0.000
#> JC28_210.2_FE_S33_ 4 0.000
#> JC28_211.2_FE_S33_ 2 1.000
#> JC28_212.2_FE_S33_ 2 0.502
#> JC28_214.2.26_FE_S33_ 2 0.000
#> JC28_216.2.26_FE_S33_ 1 0.000
#> JC28_217.2.26_FE_S33_ 1 1.000
#> JC28_218.2_FE_S33_ 3 0.249
#> JC28_219.2_FE_S33_ 2 0.000
#> JC28_220.2_FE_S33_ 2 0.000
#> JC28_222.1_FE_S33_ 1 0.000
#> JC28_223.1_FE_S33_ 3 0.747
#> JC28_228.1.29_FE_S33_ 1 0.751
#> JC28_229.1.29_FE_S33_ 2 0.751
#> JC28_230.1.29_FE_S33_ 2 0.249
#> JC28_231.1_FE_S33_ 1 0.000
#> JC28_232.1_FE_S33_ 1 0.000
#> JC28_221.2_FE_S33_ 1 0.000
#> JC28_222.2_FE_S33_ 1 0.000
#> JC28_223.2_FE_S33_ 1 0.000
#> JC28_224.2_FE_S33_ 1 1.000
#> JC28_225.2.29_FE_S33_ 1 0.000
#> JC28_226.2.29_FE_S33_ 1 0.000
#> JC28_227.2.29_FE_S33_ 1 0.000
#> JC28_229.2.29_FE_S33_ 1 0.000
#> JC28_230.2.29_FE_S33_ 1 0.751
#> JC28_232.2_FE_S33_ 1 1.000
#> JC28_233.3_T_FE_S33_ 3 0.253
#> JC28_235.1_FE_S33_ 1 0.000
#> JC28_236.1_FE_S33_ 1 0.000
#> JC28_237.1_FE_S33_ 1 0.000
#> JC28_238.1_FE_S33_ 1 0.000
#> JC28_239.1_FE_S33_ 1 0.000
#> JC28_240.1_FE_S33_ 1 0.000
#> JC28_241.1_FE_S33_ 1 0.000
#> JC28_242.1_FE_S33_ 1 0.000
#> JC28_243.1_FE_S33_ 1 0.000
#> JC28_244.1_FE_S33_ 1 0.000
#> JC28_233.2_T_FE_S33_ 1 0.000
#> JC28_234.2_FE_S33_ 1 0.000
#> JC28_235.2_FE_S33_ 1 0.000
#> JC28_236.2_FE_S33_ 1 0.000
#> JC28_237.2_FE_S33_ 1 0.000
#> JC28_238.2_FE_S33_ 1 0.000
#> JC28_239.2_FE_S33_ 1 0.000
#> JC28_240.2_FE_S33_ 1 0.000
#> JC28_241.2_FE_S33_ 1 0.000
#> JC28_242.2_FE_S33_ 1 0.000
#> JC28_243.2_FE_S33_ 1 0.000
#> JC30_245.1_MA 4 0.751
#> JC30_246.1_MA 1 0.000
#> JC30_247.1_MA 1 0.249
#> JC30_248.1.32_MA 1 0.000
#> JC30_249.1.32_MA 1 0.000
#> JC30_250.1.32_MA 1 0.000
#> JC30_251.1_MA 1 0.747
#> JC30_252.1_T_MA 4 0.000
#> JC30_252.3_T_MA 4 1.000
#> JC30_254.1_MA 1 1.000
#> JC30_255.1_MA 1 0.000
#> JC30_256.1_MA 1 0.000
#> JC30_245.2_MA 1 0.000
#> JC30_246.2_MA 2 1.000
#> JC30_247.2_MA 1 0.000
#> JC30_248.2.32_MA 1 0.000
#> JC30_249.2.32_MA 1 0.000
#> JC30_250.2.32_MA 1 0.253
#> JC30_251.2_MA 1 0.000
#> JC30_252.2_T_MA 1 0.000
#> JC30_254.3_MA 1 0.000
#> JC30_254.2_._MA 1 0.000
#> JC30_255.2_MA 1 1.000
#> JC30_256.2_MA 1 0.000
#> JC30_257.1_MA 1 0.000
#> JC30_258.1.33_MA 1 0.000
#> JC30_259.1_W.33_MA 1 0.000
#> JC30_260.1_W.33_MA 1 0.000
#> JC30_261.1.34_MA 1 0.000
#> JC30_261.3.34_MA 1 0.000
#> JC30_263.1.34_MA 1 0.000
#> JC30_264.1_W.34_MA 1 0.000
#> JC30_265.1_MA 1 0.000
#> JC30_265.3_._big_MA 1 0.000
#> JC30_265.4_MA 1 0.000
#> JC30_268.1_MA 3 0.502
#> JC30_257.2_MA 1 0.000
#> JC30_258.2.33_MA 1 0.000
#> JC30_259.2_W.33_MA 1 0.000
#> JC30_260.2_W.33_MA 1 0.000
#> JC30_261.2_..34_MA 1 0.000
#> JC30_261.4.34_MA 1 0.000
#> JC30_263.2.34_MA 1 0.000
#> JC30_264.2_W.34_MA 1 1.000
#> JC30_265.2_MA 1 0.000
#> JC30_265.5_MA 1 0.000
#> JC30_265.6_MA 1 1.000
#> JC30_268.2_MA 3 0.751
#> JC30_269.1_W_MA 1 0.000
#> JC30_270.1_W_MA 1 0.000
#> JC30_271.1_W_MA 1 0.000
#> JC30_272.1_W_MA 1 0.000
#> JC30_273.1_MA 1 0.000
#> JC30_273.3_MA 4 1.000
#> JC30_275.1_T_MA 1 1.000
#> JC30_276.1_MA 1 0.000
#> JC30_277.1_T_MA 1 0.000
#> JC30_277.3_T_MA 1 0.000
#> JC30_279.1_MA 1 0.000
#> JC30_280.1_MA 1 0.000
#> JC30_269.2_W_MA 1 0.000
#> JC30_270.2_W_MA 1 0.000
#> JC30_271.2_W_MA 1 0.000
#> JC30_272.2_W_MA 1 0.000
#> JC30_273.2_._MA 1 0.000
#> JC30_275.3_T_MA 1 0.000
#> JC30_275.2_T_MA 1 0.000
#> JC30_276.2_MA 1 0.000
#> JC30_277.2_T_MA 1 0.000
#> JC30_279.3_._MA 1 0.000
#> JC30_279.2_MA 1 0.000
#> JC30_280.2_MA 1 0.000
#> JC30_281.1_MA 1 0.249
#> JC30_282.1_MA 1 0.000
#> JC30_283.1_MA 1 0.000
#> JC30_284.1_MA 1 0.000
#> JC30_285.1_MA 1 0.000
#> JC30_286.1_MA 1 0.000
#> JC30_287.1_MA 1 0.000
#> JC30_288.1_._MA 1 0.000
#> JC30_288.3_MA 1 0.000
#> JC30_290.1_MA 1 0.000
#> JC30_291.1_MA 1 0.000
#> JC30_292.1_MA 1 0.000
#> JC30_281.2_MA 1 0.000
#> JC30_282.2_MA 1 0.000
#> JC30_283.2_MA 3 0.000
#> JC30_284.2_MA 1 0.000
#> JC30_285.2_MA 1 0.000
#> JC30_286.2_MA 1 0.000
#> JC30_287.2_MA 1 0.000
#> JC30_288.2_MA 1 0.000
#> JC30_289.2_MA 1 0.000
#> JC30_289.1_MA 1 0.502
#> JC30_291.2_MA 1 0.000
#> JC30_292.2_MA 1 0.000
#> JC32_293.1_W_ 1 0.000
#> JC32_294.1.37_ 4 0.000
#> JC32_295.1_T.37_ 1 0.000
#> JC32_296.1_T.37_ 1 1.000
#> JC32_296.3_T.37_ 4 0.000
#> JC32_298.1.37_ 2 0.000
#> JC32_300.2_..38_ 3 0.000
#> JC32_300.3_..38_ 1 0.000
#> JC32_302.1.38_ 1 0.000
#> JC32_303.1.38_ 4 0.000
#> JC32_293.2_W_ 1 0.000
#> JC32_294.2.37_ 1 0.751
#> JC32_295.2_T_W.37_ 1 0.000
#> JC32_296.2_T.37_ 1 0.249
#> JC32_295.3_T_W.37_ 1 0.000
#> JC32_298.2_big.37_ 1 0.000
#> JC32_299.2_ 1 0.000
#> JC32_300.1_..38_ 1 0.000
#> JC32_300.4_..38_ 1 0.000
#> JC32_302.2.38_ 1 0.000
#> JC32_303.2.38_ 1 0.000
#> JC32_304.2.39_ 1 0.000
#> JC32_305.1.39_ 1 0.000
#> JC32_306.1.39_ 1 0.000
#> JC32_307.1.39_ 1 0.000
#> JC32_308.1.40_ 1 0.000
#> JC32_309.1_..40_ 1 0.000
#> JC32_309.3.40_ 1 0.000
#> JC32_311.1.40_ 1 0.000
#> JC32_312.1.40_ 1 1.000
#> JC32_314.1.41_ 1 0.000
#> JC32_315.1_T.41_ 2 0.000
#> JC32_315.3_T.41_ 1 0.000
#> JC32_305.2.39_ 1 0.000
#> JC32_306.2.39_ 1 0.253
#> JC32_307.2.39_ 4 1.000
#> JC32_308.2.40_ 1 0.000
#> JC32_309.2.40_ 4 0.000
#> JC32_309.4.40_ 1 0.249
#> JC32_311.2.40_ 1 0.000
#> JC32_312.2.40_ 1 0.000
#> JC32_313.2.40_ 1 0.253
#> JC32_314.2.41_ 1 0.000
#> JC32_315.2_T.41_ 1 1.000
#> JC32_317.3.41_ 1 1.000
#> JC32_317.1.41_ 1 0.000
#> JC32_318.1.41_ 1 0.000
#> JC32_319.1.41_ 4 0.000
#> JC32_320.1.41_ 4 0.000
#> JC32_321.1.41_ 1 0.000
#> JC32_322.1.41_ 2 0.502
#> JC32_323.1.42_ 2 0.000
#> JC32_324.1.42_ 1 0.000
#> JC32_325.1_W.42_ 1 0.000
#> JC32_326.1_..42_ 1 0.000
#> JC32_326.3.42_ 1 0.000
#> JC32_328.1.43_ 4 0.000
#> JC32_317.2_..41_ 1 0.000
#> JC32_318.2.41_ 1 0.000
#> JC32_319.2.41_ 1 0.000
#> JC32_320.2.41_ 1 0.751
#> JC32_321.2.41_ 1 1.000
#> JC32_322.2.41_ 1 0.000
#> JC32_323.2.42_ 1 0.000
#> JC32_324.2.42_ 3 0.000
#> JC32_325.2_W.42_ 1 0.000
#> JC32_326.2.42_ 1 0.000
#> JC32_327.2.42_ 1 0.751
#> JC32_328.2.43_ 1 0.000
#> JC32_329.1.43_ 3 0.000
#> JC32_330.1.43_ 4 0.000
#> JC32_331.1.43_ 1 0.000
#> JC32_331.3.43_ 1 0.000
#> JC32_333.1.43_ 1 0.000
#> JC32_334.1.44_ 1 0.000
#> JC32_335.1.44_ 1 1.000
#> JC32_336.1.44_ 1 0.000
#> JC32_337.1.44_ 1 0.000
#> JC32_338.1.44_ 1 1.000
#> JC32_338.3_._big.44_ 3 0.751
#> JC32_340.1_T_ 1 0.000
#> JC32_329.2.43_ 4 0.000
#> JC32_330.2.43_ 2 0.000
#> JC32_331.2.43_ 1 0.751
#> JC32_331.4_._big.43_ 1 0.000
#> JC32_333.2.43_ 1 1.000
#> JC32_334.2.44_ 1 0.000
#> JC32_335.2.44_ 2 0.502
#> JC32_336.2.44_ 1 0.000
#> JC32_337.2.44_ 1 0.502
#> JC32_338.2.44_ 4 0.000
#> JC32_340.3_T_ 2 0.000
#> JC32_340.2_T_ 4 1.000
#> JC35_437.1.45_MA_S45_ 1 0.000
#> JC35_437.3_._big.45_MA_S45_ 1 0.502
#> JC35_437.5.45_MA_S45_ 1 0.000
#> JC35_437.7.45_MA_S45_ 1 0.000
#> JC35_441.1.46_MA_S45_ 1 0.249
#> JC35_442.1.46_MA_S45_ 1 0.000
#> JC35_443.1.47_MA_S45_ 1 0.000
#> JC35_444.1_T.47_MA_S45_ 1 0.000
#> JC35_444.3_T.47_MA_S45_ 1 0.000
#> JC35_446.1.48_MA_S45_ 1 0.000
#> JC35_447.1.48_MA_S45_ 1 0.000
#> JC35_448.1.48_MA_S45_ 1 0.000
#> JC35_437.2.45_MA_S45_ 1 0.000
#> JC35_437.4.45_MA_S45_ 1 0.000
#> JC35_437.6.45_MA_S45_ 1 0.000
#> JC35_437.8.45_MA_S45_ 1 0.000
#> JC35_441.2.46_MA_S45_ 1 1.000
#> JC35_442.2.46_MA_S45_ 1 0.000
#> JC35_443.2.47_MA_S45_ 1 0.000
#> JC35_444.2_T.47_MA_S45_ 1 0.000
#> JC35_451.3_._big.48_MA_S45_ 1 0.000
#> JC35_446.2.48_MA_S45_ 1 0.502
#> JC35_447.2.48_MA_S45_ 1 0.000
#> JC35_448.2.48_MA_S45_ 1 0.000
#> JC35_449.1.48_MA_S45_ 1 0.000
#> JC35_450.1.48_MA_S45_ 1 0.502
#> JC35_451.1.48_MA_S45_ 1 0.000
#> JC35_452.1_adi_MA_S45_ 1 0.000
#> JC35_453.1_._MA_S45_ 4 0.751
#> JC35_453.3_MA_S45_ 1 0.000
#> JC35_455.1_T_MA_S45_ 1 0.000
#> JC35_456.1.49_MA_S45_ 4 0.498
#> JC35_457.1.49_MA_S45_ 4 1.000
#> JC35_458.1.49_MA_S45_ 1 1.000
#> JC35_459.1.50_MA_S45_ 4 0.747
#> JC35_460.1.50_MA_S45_ 4 0.249
#> JC35_449.2.48_MA_S45_ 1 0.000
#> JC35_450.2.48_MA_S45_ 1 0.000
#> JC35_451.2.48_MA_S45_ 3 0.747
#> JC35_445.1_adi_MA_S45_ 1 0.249
#> JC35_453.2_MA_S45_ 4 0.253
#> JC35_455.3_T_MA_S45_ 1 1.000
#> JC35_455.2_T_MA_S45_ 2 0.000
#> JC35_456.2.49_MA_S45_ 4 0.000
#> JC35_457.2.49_MA_S45_ 3 1.000
#> JC35_458.2.49_MA_S45_ 4 0.000
#> JC35_459.2.50_MA_S45_ 1 1.000
#> JC35_460.2.50_MA_S45_ 4 0.751
#> JC35_461.1_._MA_S45_ 1 1.000
#> JC35_461.4_._MA_S45_ 1 0.000
#> JC35_463.1_MA_S45_ 1 0.000
#> JC35_464.1.51_MA_S45_ 4 0.253
#> JC35_465.1_T.51_MA_S45_ 1 0.000
#> JC35_465.3_T.51_MA_S45_ 1 0.000
#> JC35_467.3_..52_MA_S45_ 1 0.000
#> JC35_467.4_..52_MA_S45_ 1 1.000
#> JC35_469.1_T.52_MA_S45_ 2 0.502
#> JC35_470.1_._MA_S45_ 1 0.000
#> JC35_470.3_MA_S45_ 1 0.000
#> JC35_472.1_MA_S45_ 1 0.000
#> JC35_461.2_._MA_S45_ 1 1.000
#> JC35_461.3_._MA_S45_ 3 1.000
#> JC35_463.2_MA_S45_ 1 0.000
#> JC35_464.2.51_MA_S45_ 4 0.253
#> JC35_465.2_T.51_MA_S45_ 1 0.000
#> JC35_467.1_..52_MA_S45_ 1 0.000
#> JC35_467.2_..52_MA_S45_ 1 0.000
#> JC35_469.3_T.52_MA_S45_ 4 0.502
#> JC35_469.2_T.52_MA_S45_ 1 0.000
#> JC35_470.2_MA_S45_ 1 0.000
#> JC35_475.3_T_MA_S45_ 1 0.000
#> JC35_484.1_MA_S45_ 1 0.000
#> JC35_473.1_MA_S45_ 4 0.249
#> JC35_474.1_MA_S45_ 1 0.253
#> JC35_475.1_T_MA_S45_ 1 0.000
#> JC35_476.1_W.53_MA_S45_ 1 0.751
#> JC35_477.1.53_MA_S45_ 1 0.000
#> JC35_478.1.53_MA_S45_ 1 0.000
#> JC35_479.1_MA_S45_ 1 0.000
#> JC35_480.1_W.54_MA_S45_ 1 1.000
#> JC35_481.1.54_MA_S45_ 1 0.000
#> JC35_482.1.55_MA_S45_ 1 1.000
#> JC35_483.1_W.55_MA_S45_ 1 0.000
#> JC35_472.2_MA_S45_ 1 0.000
#> JC35_473.2_MA_S45_ 1 0.000
#> JC35_474.2_MA_S45_ 1 0.000
#> JC35_475.2_T_MA_S45_ 1 0.000
#> JC35_476.2_W.53_MA_S45_ 1 0.000
#> JC35_477.2.53_MA_S45_ 1 0.000
#> JC35_478.2.53_MA_S45_ 1 1.000
#> JC35_479.2_MA_S45_ 1 0.000
#> JC35_480.2_W.54_MA_S45_ 1 1.000
#> JC35_481.2.54_MA_S45_ 1 0.000
#> JC35_482.2.55_MA_S45_ 1 0.249
#> JC35_483.2_W.55_MA_S45_ 1 0.000
#> JC35_484.2_MA_S45_ 1 0.000
#> JC36_486.1_T.56_MA_S46_ 2 0.000
#> JC36_486.3_T.56_MA_S46_ 2 0.000
#> JC36_488.1.56_MA_S46_ 3 0.000
#> JC36_490.4_._W.57_MA_S46_ 1 0.000
#> JC36_492.3.57_MA_S46_ 1 0.000
#> JC36_494.1.58_MA_S46_ 2 0.000
#> JC36_495.1.58_MA_S46_ 1 0.000
#> JC36_496.1.58_MA_S46_ 1 0.000
#> JC36_486.2_T.56_MA_S46_ 1 0.000
#> JC36_488.3_..56_MA_S46_ 2 0.000
#> JC36_488.2.56_MA_S46_ 1 0.249
#> JC36_489.2.56_MA_S46_ 3 1.000
#> JC36_490.2_._W.57_MA_S46_ 1 0.000
#> JC36_490.3_._W.57_MA_S46_ 1 0.000
#> JC36_492.2.57_MA_S46_ 1 0.000
#> JC36_495.3_..58_MA_S46_ 1 0.000
#> JC36_494.2.58_MA_S46_ 1 0.000
#> JC36_495.2.58_MA_S46_ 3 0.747
#> JC36_497.1_W.58_MA_S46_ 2 1.000
#> JC36_499.1_W_MA_S46_ 3 1.000
#> JC36_500.1_MA_S46_ 1 0.000
#> JC36_501.1_._MA_S46_ 2 0.000
#> JC36_501.3_MA_S46_ 2 0.000
#> JC36_503.1_._adi_MA_S46_ 1 1.000
#> JC36_505.1.59_MA_S46_ 3 0.000
#> JC36_506.1.59_MA_S46_ 2 0.000
#> JC36_507.3.59_MA_S46_ 1 0.000
#> JC36_497.2_W.58_MA_S46_ 3 0.000
#> JC36_499.2_W_MA_S46_ 2 0.000
#> JC36_500.2_MA_S46_ 1 0.000
#> JC36_501.2_MA_S46_ 2 0.000
#> JC36_503.3_MA_S46_ 1 0.249
#> JC36_503.2_MA_S46_ 1 0.249
#> JC36_504.2.59_MA_S46_ 3 0.000
#> JC36_505.2.59_MA_S46_ 1 0.000
#> JC36_506.2.59_MA_S46_ 1 0.000
#> JC36_507.2.59_MA_S46_ 1 0.253
#> JC36_520.3_T_MA_S46_ 2 0.000
#> JC36_511.1_W.61_MA_S46_ 2 0.000
#> JC36_513.1_MA_S46_ 2 0.000
#> JC36_514.1.62_MA_S46_ 1 0.000
#> JC36_515.1_._big.62_MA_S46_ 2 0.000
#> JC36_515.3.62_MA_S46_ 2 0.751
#> JC36_515.5.62_MA_S46_ 1 0.000
#> JC36_518.1_._MA_S46_ 1 0.502
#> JC36_519.3_._MA_S46_ 2 0.000
#> JC36_520.1_T_MA_S46_ 1 0.000
#> JC36_511.2_W.61_MA_S46_ 3 0.000
#> JC36_512.2_W.61_MA_S46_ 1 1.000
#> JC36_513.2_MA_S46_ 1 0.502
#> JC36_514.2.62_MA_S46_ 1 0.000
#> JC36_515.2.62_MA_S46_ 1 0.000
#> JC36_515.4.62_MA_S46_ 1 0.000
#> JC36_515.6.62_MA_S46_ 1 0.000
#> JC36_518.2_._MA_S46_ 1 0.000
#> JC36_519.4_._MA_S46_ 3 0.000
#> JC36_520.2_T_MA_S46_ 2 1.000
#> JC36_521.1_MA_S46_ 2 0.000
#> JC36_523.1.63_MA_S46_ 1 0.000
#> JC36_524.1_..63_MA_S46_ 1 0.000
#> JC36_524.3.63_MA_S46_ 1 0.000
#> JC36_524.5.63_MA_S46_ 1 0.000
#> JC36_527.1_MA_S46_ 1 0.000
#> JC36_528.1_MA_S46_ 1 0.000
#> JC36_529.1_._MA_S46_ 1 1.000
#> JC36_530.1_._MA_S46_ 2 0.000
#> JC36_531.1_MA_S46_ 4 0.000
#> JC36_532.1_MA_S46_ 2 0.498
#> JC36_521.2_MA_S46_ 1 0.000
#> JC36_522.2_MA_S46_ 1 0.000
#> JC36_523.2.63_MA_S46_ 1 0.000
#> JC36_524.2.63_MA_S46_ 1 0.253
#> JC36_524.4.63_MA_S46_ 3 0.000
#> JC36_531.3_._MA_S46_ 1 0.000
#> JC36_527.2_MA_S46_ 2 0.000
#> JC36_528.2_MA_S46_ 1 0.000
#> JC36_529.2_._MA_S46_ 2 0.000
#> JC36_530.2_._MA_S46_ 3 1.000
#> JC36_531.2_MA_S46_ 2 0.000
#> JC36_532.2_MA_S46_ 2 0.000
#> JC37_533.1_W.64_MA_S46_ 2 0.000
#> JC37_533.3.64_MA_S46_ 4 0.000
#> JC37_534.1.64_MA_S46_ 1 0.000
#> JC37_534.4.64_MA_S46_ 3 0.000
#> JC37_537.1_MA_S46_ 4 0.000
#> JC37_538.1_MA_S46_ 2 0.000
#> JC37_539.1_..65_MA_S46_ 1 0.000
#> JC37_539.3.65_MA_S46_ 1 0.000
#> JC37_541.1.65_MA_S46_ 1 0.249
#> JC37_542.1.65_MA_S46_ 2 0.249
#> JC37_543.1.65_MA_S46_ 2 0.000
#> JC37_544.1_..65_MA_S46_ 2 0.000
#> JC37_533.2_._W.64_MA_S46_ 4 1.000
#> JC37_534.3.64_MA_S46_ 3 1.000
#> JC37_534.5.64_MA_S46_ 4 0.000
#> JC37_537.2_MA_S46_ 4 0.000
#> JC37_538.2_MA_S46_ 1 0.000
#> JC37_539.2.65_MA_S46_ 1 1.000
#> JC37_544.3.65_MA_S46_ 3 0.000
#> JC37_541.2.65_MA_S46_ 2 0.000
#> JC37_542.2.65_MA_S46_ 4 0.000
#> JC37_544.2.65_MA_S46_ 4 0.249
#> JC37_545.1_T.65_MA_S46_ 2 0.000
#> JC37_545.3_T.65_MA_S46_ 3 0.000
#> JC37_547.1_MA_S46_ 2 0.000
#> JC37_548.1_MA_S46_ 2 1.000
#> JC37_549.1_MA_S46_ 1 0.000
#> JC37_550.1_._MA_S46_ 2 0.498
#> JC37_551.1_MA_S46_ 3 0.000
#> JC37_553.3_MA_S46_ 2 0.249
#> JC37_553.1_._big_adi_MA_S46_ 2 1.000
#> JC37_554.1_MA_S46_ 2 0.000
#> JC37_555.1.66_MA_S46_ 2 0.000
#> JC37_556.1.66_MA_S46_ 3 1.000
#> JC37_545.2_T.65_MA_S46_ 2 0.000
#> JC37_550.3_MA_S46_ 3 1.000
#> JC37_547.2_MA_S46_ 1 0.000
#> JC37_548.2_MA_S46_ 2 0.000
#> JC37_549.2_MA_S46_ 4 0.747
#> JC37_550.2_MA_S46_ 2 1.000
#> JC37_551.2_MA_S46_ 1 0.000
#> JC37_553.4_MA_S46_ 2 0.000
#> JC37_553.2_MA_S46_ 2 0.498
#> JC37_554.2_MA_S46_ 1 0.000
#> JC37_555.2.66_MA_S46_ 2 0.751
#> JC37_556.2.66_MA_S46_ 3 0.000
#> JC37_557.1_ery.66_MA_S46_ 1 1.000
#> JC37_558.1.66_MA_S46_ 1 0.751
#> JC37_559.1_ery.66_MA_S46_ 1 0.000
#> JC37_560.1_MA_S46_ 2 0.000
#> JC37_561.1_ery_MA_S46_ 3 0.000
#> JC37_562.4_..67_MA_S46_ 2 0.751
#> JC37_564.1.67_MA_S46_ 2 0.000
#> JC37_566.1.67_MA_S46_ 1 0.000
#> JC37_567.1_ery.67_MA_S46_ 3 0.000
#> JC37_568.1_MA_S46_ 2 0.000
#> JC37_558.2_ery.66_MA_S46_ 1 0.249
#> JC37_559.2_ery.66_MA_S46_ 1 0.000
#> JC37_560.2_MA_S46_ 2 0.000
#> JC37_561.2_MA_S46_ 4 0.502
#> JC37_562.2_._ery.67_MA_S46_ 1 0.000
#> JC37_562.3_..67_MA_S46_ 1 1.000
#> JC37_564.2.67_MA_S46_ 2 1.000
#> JC37_565.2.67_MA_S46_ 1 1.000
#> JC37_566.2.67_MA_S46_ 1 0.000
#> JC37_567.2.67_MA_S46_ 4 0.000
#> JC37_570.1.68_MA_S46_ 2 0.000
#> JC37_571.1_..68_MA_S46_ 1 0.000
#> JC37_571.4_..68_MA_S46_ 2 1.000
#> JC37_573.1_MA_S46_ 1 0.000
#> JC37_574.1_T_MA_S46_ 1 1.000
#> JC37_574.3_T_MA_S46_ 1 0.000
#> JC37_576.1_T_W.69_MA_S46_ 4 0.000
#> JC37_577.1.69_MA_S46_ 1 1.000
#> JC37_578.1_MA_S46_ 1 0.000
#> JC37_579.1_._MA_S46_ 2 0.000
#> JC37_579.3_MA_S46_ 2 0.000
#> JC37_569.2_MA_S46_ 1 0.000
#> JC37_570.2.68_MA_S46_ 2 0.000
#> JC37_571.3_..68_MA_S46_ 1 1.000
#> JC37_573.2_MA_S46_ 3 0.502
#> JC37_574.2_T_MA_S46_ 4 0.000
#> JC37_576.3_T_W.69_MA_S46_ 2 0.000
#> JC37_576.2_T.69_MA_S46_ 2 1.000
#> JC37_577.2.69_MA_S46_ 2 0.000
#> JC37_578.2_MA_S46_ 1 0.253
#> JC37_579.2_MA_S46_ 4 0.000
#> JC39_581.3.70_FE_S23_ 2 0.253
#> JC39_583.1.70_FE_S23_ 4 0.000
#> JC39_585.1_T.70_FE_S23_ 1 0.751
#> JC39_585.3_T.70_FE_S23_ 4 0.751
#> JC39_587.1.70_FE_S23_ 2 0.000
#> JC39_588.1.70_FE_S23_ 4 1.000
#> JC39_589.3.71_FE_S23_ 3 0.000
#> JC39_591.3_..71_FE_S23_ 2 0.000
#> JC39_591.4_..71_FE_S23_ 2 0.000
#> JC39_581.2.70_FE_S23_ 2 0.751
#> JC39_581.4.70_FE_S23_ 1 1.000
#> JC39_583.2.70_FE_S23_ 3 0.000
#> JC39_584.2_div.70_FE_S23_ 3 1.000
#> JC39_585.2_T.70_FE_S23_ 2 1.000
#> JC39_588.3.70_FE_S23_ 2 0.249
#> JC39_587.2.70_FE_S23_ 4 1.000
#> JC39_588.2_..70_FE_S23_ 2 0.000
#> JC39_589.2.71_FE_S23_ 4 0.000
#> JC39_591.1_..71_FE_S23_ 4 0.751
#> JC39_591.2_..71_FE_S23_ 2 0.751
#> JC39_594.3.71_FE_S23_ 2 0.000
#> JC39_593.1.71_FE_S23_ 4 0.751
#> JC39_594.1_..71_FE_S23_ 2 0.000
#> JC39_595.1.72_FE_S23_ 1 0.000
#> JC39_596.1.72_FE_S23_ 2 0.000
#> JC39_597.1_T_FE_S23_ 1 0.000
#> JC39_597.3_T_FE_S23_ 4 0.000
#> JC39_599.1_FE_S23_ 2 0.000
#> JC39_600.1_._FE_S23_ 2 0.000
#> JC39_601.1_FE_S23_ 1 0.000
#> JC39_602.1_FE_S23_ 1 0.000
#> JC39_603.1_T_FE_S23_ 2 0.000
#> JC39_604.1_FE_S23_ 4 0.000
#> JC39_593.2.71_FE_S23_ 1 0.000
#> JC39_594.2.71_FE_S23_ 2 0.000
#> JC39_595.2.72_FE_S23_ 1 0.000
#> JC39_596.2.72_FE_S23_ 1 0.000
#> JC39_597.2_T_FE_S23_ 4 0.000
#> JC39_603.3_T_FE_S23_ 4 0.000
#> JC39_599.2_FE_S23_ 4 0.000
#> JC39_600.2_FE_S23_ 1 0.498
#> JC39_601.2_FE_S23_ 2 0.498
#> JC39_602.2_FE_S23_ 2 0.000
#> JC39_603.2_T_FE_S23_ 4 1.000
#> JC39_604.2_FE_S23_ 2 0.751
#> JC39_605.1_FE_S23_ 2 0.249
#> JC39_606.1_FE_S23_ 2 0.000
#> JC39_607.1_FE_S23_ 2 0.000
#> JC39_608.1_._FE_S23_ 2 0.000
#> JC39_608.3_FE_S23_ 2 0.000
#> JC39_610.1_FE_S23_ 2 0.249
#> JC39_611.1_FE_S23_ 2 0.000
#> JC39_612.1.73_FE_S23_ 2 0.751
#> JC39_613.1_..73_FE_S23_ 2 0.000
#> JC39_613.3.73_FE_S23_ 2 0.751
#> JC39_615.1_FE_S23_ 1 0.000
#> JC39_616.1_FE_S23_ 4 0.000
#> JC39_605.2_FE_S23_ 2 1.000
#> JC39_606.2_FE_S23_ 4 1.000
#> JC39_607.2_FE_S23_ 2 0.000
#> JC39_608.2_FE_S23_ 4 0.000
#> JC39_618.4_._FE_S23_ 1 0.000
#> JC39_610.2_FE_S23_ 1 0.000
#> JC39_611.2_FE_S23_ 1 0.000
#> JC39_612.2.73_FE_S23_ 2 0.751
#> JC39_613.2.73_FE_S23_ 1 0.000
#> JC39_613.4.73_FE_S23_ 2 0.000
#> JC39_615.2_FE_S23_ 3 0.000
#> JC39_616.2_FE_S23_ 2 1.000
#> JC39_617.1_FE_S23_ 2 0.000
#> JC39_618.3_._FE_S23_ 1 0.000
#> JC39_619.1_FE_S23_ 1 0.000
#> JC39_620.1_FE_S23_ 4 0.000
#> JC39_621.1_._FE_S23_ 1 0.000
#> JC39_621.3_FE_S23_ 1 1.000
#> JC39_623.1_FE_S23_ 3 1.000
#> JC39_624.1_T_FE_S23_ 3 0.000
#> JC39_624.3_T_FE_S23_ 1 0.000
#> JC39_626.1_T_FE_S23_ 1 1.000
#> JC39_627.1_FE_S23_ 2 0.000
#> JC39_628.1_FE_S23_ 3 0.751
#> JC39_618.1_._FE_S23_ 1 0.000
#> JC39_618.2_._FE_S23_ 1 0.000
#> JC39_619.2_FE_S23_ 3 0.000
#> JC39_620.2_FE_S23_ 1 0.000
#> JC39_621.2_FE_S23_ 2 0.249
#> JC39_623.3_FE_S23_ 4 0.000
#> JC39_623.2_._FE_S23_ 2 0.000
#> JC39_624.2_T_FE_S23_ 1 0.000
#> JC39_626.3_T_FE_S23_ 4 0.000
#> JC39_626.2_T_FE_S23_ 2 0.000
#> JC39_627.2_FE_S23_ 2 0.000
#> JC39_628.2_FE_S23_ 1 0.000
#> JC40_629.1.74_FE_S23_ 1 0.000
#> JC40_630.1.74_FE_S23_ 1 1.000
#> JC40_631.1.74_FE_S23_ 1 1.000
#> JC40_632.1.75_FE_S23_ 2 0.751
#> JC40_633.1.75_FE_S23_ 2 0.751
#> JC40_634.1.75_FE_S23_ 1 0.000
#> JC40_635.1_T.76_FE_S23_ 1 0.000
#> JC40_635.3_T.76_FE_S23_ 1 0.000
#> JC40_637.1.76_FE_S23_ 1 0.000
#> JC40_638.1_T.76_FE_S23_ 1 0.000
#> JC40_639.1_FE_S23_ 1 0.000
#> JC40_640.1_FE_S23_ 4 1.000
#> JC40_629.2.74_FE_S23_ 1 1.000
#> JC40_630.2.74_FE_S23_ 1 0.000
#> JC40_631.2.74_FE_S23_ 1 1.000
#> JC40_632.2.75_FE_S23_ 2 0.000
#> JC40_633.2.75_FE_S23_ 2 0.000
#> JC40_634.2.75_FE_S23_ 1 1.000
#> JC40_635.2_T.76_FE_S23_ 1 0.498
#> JC40_638.3_T.76_FE_S23_ 1 0.000
#> JC40_637.2.76_FE_S23_ 1 1.000
#> JC40_638.2_T.76_FE_S23_ 1 1.000
#> JC40_639.2_FE_S23_ 1 0.000
#> JC40_640.2_FE_S23_ 3 0.751
#> JC40_641.1_FE_S23_ 1 0.000
#> JC40_642.1_FE_S23_ 1 0.249
#> JC40_643.1.77_FE_S23_ 1 0.000
#> JC40_644.1.77_FE_S23_ 2 0.000
#> JC40_645.1.77_FE_S23_ 1 0.000
#> JC40_646.1.77_FE_S23_ 1 0.000
#> JC40_647.1_FE_S23_ 1 0.000
#> JC40_648.1.78_FE_S23_ 1 0.000
#> JC40_649.1_T.78_FE_S23_ 2 1.000
#> JC40_649.3_T.78_FE_S23_ 3 0.000
#> JC40_651.1.78_FE_S23_ 3 0.000
#> JC40_652.1_FE_S23_ 1 0.000
#> JC40_641.2_FE_S23_ 3 0.502
#> JC40_642.2_FE_S23_ 2 1.000
#> JC40_643.2.77_FE_S23_ 1 1.000
#> JC40_644.2.77_FE_S23_ 3 0.000
#> JC40_645.2.77_FE_S23_ 1 1.000
#> JC40_646.2.77_FE_S23_ 1 0.000
#> JC40_647.2_FE_S23_ 1 0.000
#> JC40_648.2.78_FE_S23_ 1 0.498
#> JC40_649.2_T.78_FE_S23_ 1 0.249
#> JC40_652.3_._FE_S23_ 4 0.751
#> JC40_651.2.78_FE_S23_ 2 1.000
#> JC40_652.2_FE_S23_ 1 0.000
#> JC40_653.1_W_FE_S23_ 3 0.000
#> JC40_654.1_FE_S23_ 1 0.000
#> JC40_655.1.79_FE_S23_ 4 0.000
#> JC40_656.1.79_FE_S23_ 4 1.000
#> JC40_657.1_..79_FE_S23_ 1 0.000
#> JC40_657.3.79_FE_S23_ 1 0.000
#> JC40_659.1.79_FE_S23_ 2 0.000
#> JC40_660.1.79_FE_S23_ 4 0.000
#> JC40_660.5.79_FE_S23_ 1 1.000
#> JC40_662.1_FE_S23_ 4 1.000
#> JC40_663.1_FE_S23_ 1 0.000
#> JC40_664.1.80_FE_S23_ 2 0.000
#> JC40_653.2_W_FE_S23_ 1 0.000
#> JC40_654.2_FE_S23_ 1 0.000
#> JC40_655.2.79_FE_S23_ 1 0.000
#> JC40_656.2.79_FE_S23_ 1 1.000
#> JC40_657.2.79_FE_S23_ 1 1.000
#> JC40_660.3_..79_FE_S23_ 3 0.000
#> JC40_659.2.79_FE_S23_ 1 1.000
#> JC40_660.2.79_FE_S23_ 4 1.000
#> JC40_660.4.79_FE_S23_ 4 0.000
#> JC40_662.2_FE_S23_ 2 0.000
#> JC40_663.2_FE_S23_ 1 0.000
#> JC40_664.2.80_FE_S23_ 1 0.000
#> JC40_665.1.80_FE_S23_ 3 0.000
#> JC40_666.1.81_FE_S23_ 1 1.000
#> JC40_667.1.81_FE_S23_ 1 0.000
#> JC40_668.1.81_FE_S23_ 3 0.249
#> JC40_669.1.81_FE_S23_ 1 0.000
#> JC40_670.1_W.81_FE_S23_ 1 0.000
#> JC40_671.1.82_FE_S23_ 1 0.000
#> JC40_672.1.82_FE_S23_ 1 1.000
#> JC40_673.1.82_FE_S23_ 1 0.000
#> JC40_674.1_T_FE_S23_ 3 0.751
#> JC40_674.3_T_FE_S23_ 1 1.000
#> JC40_676.1_T_FE_S23_ 1 0.000
#> JC40_665.2.80_FE_S23_ 1 0.498
#> JC40_666.2.81_FE_S23_ 1 1.000
#> JC40_667.2.81_FE_S23_ 1 1.000
#> JC40_668.2.81_FE_S23_ 1 0.498
#> JC40_669.2.81_FE_S23_ 1 0.000
#> JC40_670.2_W.81_FE_S23_ 1 0.000
#> JC40_671.2.82_FE_S23_ 1 0.000
#> JC40_672.2.82_FE_S23_ 1 1.000
#> JC40_673.2.82_FE_S23_ 4 0.000
#> JC40_674.2_T_FE_S23_ 1 0.000
#> JC40_676.3_T_FE_S23_ 2 0.000
#> JC40_676.2_T_FE_S23_ 1 1.000
#> JC41_677.1.83_FE_S52_ 2 0.000
#> JC41_678.1_..83_FE_S52_ 2 0.000
#> JC41_678.3.83_FE_S52_ 2 0.000
#> JC41_680.1_FE_S52_ 2 0.000
#> JC41_681.1.84_FE_S52_ 2 0.000
#> JC41_682.1.84_FE_S52_ 4 0.000
#> JC41_683.1.85_FE_S52_ 1 1.000
#> JC41_684.1.85_FE_S52_ 4 0.000
#> JC41_685.1.85_FE_S52_ 1 1.000
#> JC41_686.1_..85_FE_S52_ 1 1.000
#> JC41_686.3.85_FE_S52_ 1 1.000
#> JC41_688.3_._FE_S52_ 2 0.000
#> JC41_677.2.83_FE_S52_ 2 0.000
#> JC41_678.2.83_FE_S52_ 4 1.000
#> JC41_680.3_FE_S52_ 1 1.000
#> JC41_680.2_._FE_S52_ 2 0.000
#> JC41_681.2.84_FE_S52_ 1 0.000
#> JC41_682.2.84_FE_S52_ 2 0.000
#> JC41_683.2.85_FE_S52_ 1 1.000
#> JC41_684.2.85_FE_S52_ 1 0.751
#> JC41_685.2.85_FE_S52_ 1 1.000
#> JC41_686.2.85_FE_S52_ 1 1.000
#> JC41_688.1_._FE_S52_ 1 1.000
#> JC41_688.2_._FE_S52_ 1 0.000
#> JC41_688.4_._FE_S52_ 4 0.000
#> JC41_690.1.86_FE_S52_ 1 0.000
#> JC41_691.1.86_FE_S52_ 1 0.000
#> JC41_693.1_FE_S52_ 1 1.000
#> JC41_694.1_FE_S52_ 4 0.000
#> JC41_695.1_W.87_FE_S52_ 1 0.000
#> JC41_696.1.87_FE_S52_ 4 0.000
#> JC41_697.1_._FE_S52_ 4 0.000
#> JC41_697.4_._FE_S52_ 2 0.249
#> JC41_699.1.88_FE_S52_ 1 0.000
#> JC41_700.1_T.88_FE_S52_ 4 1.000
#> JC41_700.3_T.88_FE_S52_ 2 0.000
#> JC41_690.2.86.88_FE_S52_ 4 0.502
#> JC41_691.2.86_FE_S52_ 1 0.000
#> JC41_692.2_FE_S52_ 1 0.000
#> JC41_693.2_FE_S52_ 2 0.249
#> JC41_694.2_FE_S52_ 2 0.000
#> JC41_695.2_W.87_FE_S52_ 1 0.000
#> JC41_696.2_div.87_FE_S52_ 2 0.498
#> JC41_697.2_._FE_S52_ 2 0.249
#> JC41_697.3_._FE_S52_ 2 0.000
#> JC41_699.2_FE_S52_ 2 0.000
#> JC41_700.2_T_FE_S52_ 4 0.000
#> JC41_701.1_W_FE_S52_ 4 0.000
#> JC41_702.1_._FE_S52_ 2 0.000
#> JC41_702.3_FE_S52_ 1 0.747
#> JC41_704.1_FE_S52_ 1 1.000
#> JC41_705.1_._FE_S52_ 1 0.751
#> JC41_705.3_FE_S52_ 4 0.000
#> JC41_707.1.89_FE_S52_ 2 0.751
#> JC41_708.1_T.89_FE_S52_ 4 0.000
#> JC41_709.1.90_FE_S52_ 2 1.000
#> JC41_710.1_W.90_FE_S52_ 2 0.000
#> JC41_711.1.90_FE_S52_ 1 0.000
#> JC41_712.1.90_FE_S52_ 1 0.000
#> JC41_701.2_W_FE_S52_ 4 0.000
#> JC41_702.2_FE_S52_ 4 0.000
#> JC41_708.3_T.89_FE_S52_ 3 1.000
#> JC41_704.2_FE_S52_ 4 0.000
#> JC41_705.2_FE_S52_ 1 1.000
#> JC41_705.4_FE_S52_ 2 0.000
#> JC41_708.2_T.89_FE_S52_ 3 0.751
#> JC41_709.2.90_FE_S52_ 1 0.000
#> JC41_710.2_W.90_FE_S52_ 1 0.751
#> JC41_711.2.90_FE_S52_ 4 0.000
#> JC41_712.2.90_FE_S52_ 1 1.000
#> JC41_713.1.90_FE_S52_ 4 0.000
#> JC41_714.1_FE_S52_ 2 0.000
#> JC41_715.1_FE_S52_ 3 0.000
#> JC41_716.1_FE_S52_ 2 0.000
#> JC41_717.1_FE_S52_ 2 0.000
#> JC41_718.1.91_FE_S52_ 2 0.000
#> JC41_719.1.91_FE_S52_ 2 0.000
#> JC41_719.3_..91_FE_S52_ 2 0.000
#> JC41_721.1.91_FE_S52_ 1 0.000
#> JC41_722.1_T.91_FE_S52_ 2 0.000
#> JC41_723.1.91_FE_S52_ 3 0.000
#> JC41_724.1_FE_S52_ 1 0.000
#> JC41_713.2.90_FE_S52_ 1 0.502
#> JC41_714.2_FE_S52_ 2 0.000
#> JC41_715.2_FE_S52_ 1 0.000
#> JC41_716.2_FE_S52_ 1 0.000
#> JC41_717.2_FE_S52_ 2 0.000
#> JC41_718.2.91_FE_S52_ 2 0.000
#> JC41_719.2.91_FE_S52_ 4 0.000
#> JC41_722.3_T.91_FE_S52_ 4 0.000
#> JC41_721.2.91_FE_S52_ 1 0.253
#> JC41_722.2_T.91_FE_S52_ 2 0.000
#> JC41_723.2.91_FE_S52_ 1 0.000
#> JC41_724.2_FE_S52_ 2 1.000
#> JC43_725.1_T.92_FE_S27_ 4 0.000
#> JC43_725.3_T.92_FE_S27_ 4 0.000
#> JC43_727.1_T.92_FE_S27_ 1 1.000
#> JC43_728.1.92_FE_S27_ 2 0.000
#> JC43_729.1_T.92_FE_S27_ 1 0.000
#> JC43_729.3_T.92_FE_S27_ 1 1.000
#> JC43_731.1.92_FE_S27_ 1 1.000
#> JC43_732.1.93_FE_S27_ 1 0.000
#> JC43_733.1_big_adipo.93_FE_S27_ 2 0.000
#> JC43_734.1_T.94_FE_S27_ 2 0.000
#> JC43_735.1.94_FE_S27_ 2 0.747
#> JC43_736.1.94_FE_S27_ 4 1.000
#> JC43_725.2_T.92_FE_S27_ 4 0.000
#> JC43_727.3_T.92_FE_S27_ 1 1.000
#> JC43_727.2_T.92_FE_S27_ 2 0.000
#> JC43_728.2.92_FE_S27_ 2 0.751
#> JC43_729.2_T.92_FE_S27_ 4 0.000
#> JC43_734.3_T.92_FE_S27_ 1 0.000
#> JC43_731.2.92_FE_S27_ 1 0.249
#> JC43_732.2_big_adipo.93_FE_S27_ 2 1.000
#> JC43_733.2.93_FE_S27_ 3 0.000
#> JC43_734.2_T.94_FE_S27_ 1 0.000
#> JC43_735.2.94_FE_S27_ 2 0.751
#> JC43_736.2.94_FE_S27_ 1 0.000
#> JC43_738.1_T.95_FE_S27_ 2 1.000
#> JC43_738.3_T.95_FE_S27_ 1 1.000
#> JC43_740.1.95_FE_S27_ 1 1.000
#> JC43_740.3.95_FE_S27_ 2 0.000
#> JC43_742.1.95_FE_S27_ 2 1.000
#> JC43_743.1_..95_FE_S27_ 4 0.249
#> JC43_743.4_..95_FE_S27_ 1 1.000
#> JC43_745.1_big.95_FE_S27_ 2 0.249
#> JC43_746.1_T.95_FE_S27_ 1 0.000
#> JC43_747.1_..95_FE_S27_ 2 0.000
#> JC43_747.3.95_FE_S27_ 1 1.000
#> JC43_737.2.95_FE_S27_ 2 0.000
#> JC43_738.2_T.95_FE_S27_ 1 1.000
#> JC43_746.3_T.95_FE_S27_ 1 1.000
#> JC43_740.2_..95_FE_S27_ 2 0.000
#> JC43_740.4.95_FE_S27_ 1 1.000
#> JC43_742.2.95_FE_S27_ 1 0.000
#> JC43_743.2_..95_FE_S27_ 4 0.000
#> JC43_743.3_..95_FE_S27_ 1 1.000
#> JC43_745.2.95_FE_S27_ 1 1.000
#> JC43_746.2_T.95_FE_S27_ 1 0.000
#> JC43_747.2.95_FE_S27_ 2 0.000
#> JC43_749.3.95_FE_S27_ 1 1.000
#> JC43_749.1_..95_FE_S27_ 2 0.502
#> JC43_749.4.95_FE_S27_ 1 1.000
#> JC43_751.1_FE_S27_ 1 0.000
#> JC43_752.1_._FE_S27_ 2 0.000
#> JC43_752.3_FE_S27_ 4 0.000
#> JC43_754.1_T.96_FE_S27_ 2 0.000
#> JC43_755.1_..96_FE_S27_ 4 0.000
#> JC43_755.3.96_FE_S27_ 4 0.000
#> JC43_757.1.96_FE_S27_ 2 1.000
#> JC43_758.1.97_FE_S27_ 1 0.000
#> JC43_759.1_T.97_FE_S27_ 1 0.498
#> JC43_759.3_T.97_FE_S27_ 4 0.000
#> JC43_749.2.95_FE_S27_ 1 0.747
#> JC43_751.2_._big_FE_S27_ 2 0.000
#> JC43_752.2_FE_S27_ 1 1.000
#> JC43_754.3_T.96_FE_S27_ 1 1.000
#> JC43_754.2_T.96_FE_S27_ 1 1.000
#> JC43_755.2.96_FE_S27_ 3 1.000
#> JC43_757.3.96_FE_S27_ 1 1.000
#> JC43_757.2_..96_FE_S27_ 2 0.000
#> JC43_758.2.97_FE_S27_ 1 0.000
#> JC43_759.2_T.97_FE_S27_ 1 0.000
#> JC43_761.1_T.97_FE_S27_ 1 1.000
#> JC43_762.1_FE_S27_ 2 1.000
#> JC43_763.1.98_FE_S27_ 4 0.000
#> JC43_764.1.98_FE_S27_ 1 1.000
#> JC43_765.1.98_FE_S27_ 1 1.000
#> JC43_766.1.98_FE_S27_ 4 1.000
#> JC43_767.1_FE_S27_ 1 0.000
#> JC43_768.1_FE_S27_ 1 0.000
#> JC43_769.1_FE_S27_ 1 0.000
#> JC43_771.3_FE_S27_ 4 0.000
#> JC43_771.1_._FE_S27_ 2 0.000
#> JC43_761.2_T.97_FE_S27_ 1 1.000
#> JC43_762.2_FE_S27_ 4 0.000
#> JC43_763.2.98_FE_S27_ 4 0.000
#> JC43_764.2.98_FE_S27_ 4 0.000
#> JC43_765.2.98_FE_S27_ 4 1.000
#> JC43_766.2_ery.98_FE_S27_ 1 0.000
#> JC43_767.2_FE_S27_ 1 0.249
#> JC43_768.2_FE_S27_ 1 0.000
#> JC43_769.2_FE_S27_ 2 0.000
#> JC43_771.4_FE_S27_ 4 0.000
#> JC43_771.2_FE_S27_ 1 0.000
#> JC43_772.2_FE_S27_ 1 0.000
#> JC44_773.1_W.99_FE_S27_ 2 0.000
#> JC44_774.1.99_FE_S27_ 2 0.249
#> JC44_775.1.99_FE_S27_ 1 1.000
#> JC44_776.1_._FE_S27_ 1 1.000
#> JC44_776.3_FE_S27_ 4 0.000
#> JC44_778.3_FE_S27_ 2 0.000
#> JC44_780.1_FE_S27_ 1 0.751
#> JC44_781.1_FE_S27_ 1 0.000
#> JC44_782.1.100_FE_S27_ 4 0.000
#> JC44_783.1.100_FE_S27_ 1 0.000
#> JC44_784.1.100_FE_S27_ 1 0.000
#> JC44_773.2_W.99_FE_S27_ 4 0.000
#> JC44_774.2.99_FE_S27_ 1 1.000
#> JC44_775.2.99_FE_S27_ 1 1.000
#> JC44_776.2_FE_S27_ 4 0.000
#> JC44_776.4_FE_S27_ 2 0.000
#> JC44_778.2_FE_S27_ 1 0.000
#> JC44_778.4_FE_S27_ 1 0.000
#> JC44_780.2_FE_S27_ 3 0.000
#> JC44_781.2_FE_S27_ 2 0.000
#> JC44_782.2.100_FE_S27_ 4 0.000
#> JC44_783.2.100_FE_S27_ 4 0.000
#> JC44_784.2.100_FE_S27_ 2 1.000
#> JC44_785.1_..100_FE_S27_ 1 0.000
#> JC44_785.3.100_FE_S27_ 2 0.249
#> JC44_787.1_T_FE_S27_ 2 0.000
#> JC44_788.1_big_adipo_FE_S27_ 1 0.253
#> JC44_789.1_._FE_S27_ 2 0.000
#> JC44_789.3_FE_S27_ 4 0.000
#> JC44_791.1_T_FE_S27_ 2 0.502
#> JC44_792.1_FE_S27_ 1 0.000
#> JC44_793.1_._FE_S27_ 2 0.000
#> JC44_793.3_FE_S27_ 3 0.000
#> JC44_795.1_FE_S27_ 1 0.000
#> JC44_796.1_._FE_S27_ 1 1.000
#> JC44_785.2.100_FE_S27_ 1 0.000
#> JC44_787.3_T_FE_S27_ 1 0.000
#> JC44_787.2_T_FE_S27_ 1 0.000
#> JC44_788.2_FE_S27_ 1 0.000
#> JC44_789.2_FE_S27_ 2 1.000
#> JC44_791.3_T_FE_S27_ 2 0.000
#> JC44_791.2_T_FE_S27_ 2 0.000
#> JC44_792.2_FE_S27_ 2 0.000
#> JC44_793.2_FE_S27_ 4 1.000
#> JC44_795.3_FE_S27_ 2 0.000
#> JC44_795.2_._FE_S27_ 2 1.000
#> JC44_796.2_._FE_S27_ 2 0.000
#> JC44_796.3_._FE_S27_ 2 0.000
#> JC44_798.1.101_FE_S27_ 1 1.000
#> JC44_799.1.101_FE_S27_ 1 1.000
#> JC44_800.1_FE_S27_ 2 0.000
#> JC44_801.1.102_FE_S27_ 2 0.751
#> JC44_802.1.102_FE_S27_ 2 0.000
#> JC44_803.1.102_FE_S27_ 3 0.498
#> JC44_804.1_T_FE_S27_ 4 1.000
#> JC44_804.3_T_FE_S27_ 4 0.000
#> JC44_806.1_FE_S27_ 2 0.000
#> JC44_807.1.103_FE_S27_ 2 0.000
#> JC44_808.1.103_FE_S27_ 2 0.000
#> JC44_798.2.101_FE_S27_ 1 1.000
#> JC44_799.2.101_FE_S27_ 1 1.000
#> JC44_800.2_FE_S27_ 2 0.000
#> JC44_801.2.102_FE_S27_ 1 0.751
#> JC44_802.2.102_FE_S27_ 1 1.000
#> JC44_803.2.102_FE_S27_ 1 1.000
#> JC44_804.2_T_FE_S27_ 2 0.000
#> JC44_808.3_..103_FE_S27_ 2 0.000
#> JC44_806.2_FE_S27_ 2 0.000
#> JC44_807.2.103_FE_S27_ 4 0.000
#> JC44_808.2.103_FE_S27_ 2 0.000
#> JC44_808.4.103_FE_S27_ 4 0.498
#> JC44_810.1_T.103_FE_S27_ 1 1.000
#> JC44_810.3_T.103_FE_S27_ 1 1.000
#> JC44_812.1.103_FE_S27_ 1 0.000
#> JC44_813.1_T.104_FE_S27_ 1 0.000
#> JC44_814.1.104_FE_S27_ 1 0.000
#> JC44_815.1.105_FE_S27_ 1 0.000
#> JC44_816.1.105_FE_S27_ 1 0.000
#> JC44_817.1_._FE_S27_ 1 0.000
#> JC44_817.3_FE_S27_ 1 0.000
#> JC44_819.1_big_FE_S27_ 2 1.000
#> JC44_820.1_FE_S27_ 2 0.000
#> JC44_808.5.103_FE_S27_ 4 0.000
#> JC44_810.2_T.103_FE_S27_ 4 1.000
#> JC44_813.3_T_FE_S27_ 1 0.000
#> JC44_812.2.103_FE_S27_ 1 0.502
#> JC44_813.2_T.104_FE_S27_ 1 0.000
#> JC44_814.2.104_FE_S27_ 1 0.000
#> JC44_815.2.105_FE_S27_ 1 0.000
#> JC44_816.2.105_FE_S27_ 1 0.000
#> JC44_817.2_FE_S27_ 2 0.000
#> JC44_818.2_FE_S27_ 2 0.000
#> JC44_819.2_FE_S27_ 2 1.000
#> JC44_820.2_FE_S27_ 1 0.000
#> JC45_821.1.106_FE_S30_ 2 0.751
#> JC45_822.1.106_FE_S30_ 2 0.747
#> JC45_823.1.106_FE_S30_ 1 1.000
#> JC45_824.1.106_FE_S30_ 1 1.000
#> JC45_825.1_FE_S30_ 2 1.000
#> JC45_826.1.107_FE_S30_ 2 0.502
#> JC45_827.1.107_FE_S30_ 3 0.000
#> JC45_828.1.107_FE_S30_ 1 1.000
#> JC45_829.1.107_FE_S30_ 1 1.000
#> JC45_830.1_._big_FE_S30_ 2 0.000
#> JC45_830.5_FE_S30_ 1 1.000
#> JC45_830.3_FE_S30_ 1 0.000
#> JC45_821.2.106_FE_S30_ 4 0.000
#> JC45_822.2.106_FE_S30_ 2 0.000
#> JC45_823.2.106_FE_S30_ 4 0.000
#> JC45_824.2.106_FE_S30_ 1 0.000
#> JC45_825.2_FE_S30_ 3 0.000
#> JC45_826.2.107_FE_S30_ 4 0.000
#> JC45_827.2.107_FE_S30_ 4 0.249
#> JC45_828.2.107_FE_S30_ 1 1.000
#> JC45_829.2.107_FE_S30_ 4 0.000
#> JC45_830.2_FE_S30_ 2 0.249
#> JC45_830.4_FE_S30_ 2 0.000
#> JC45_835.3_T.108_FE_S30_ 1 1.000
#> JC45_833.1_FE_S30_ 1 1.000
#> JC45_834.1.108_FE_S30_ 2 0.000
#> JC45_835.1_T.108_FE_S30_ 2 0.000
#> JC45_836.1.109_FE_S30_ 4 0.000
#> JC45_837.1_T.109_FE_S30_ 4 0.000
#> JC45_837.3_T.109_FE_S30_ 4 0.000
#> JC45_839.1.110_FE_S30_ 1 0.502
#> JC45_840.1.110_FE_S30_ 1 1.000
#> JC45_841.1_big_FE_S30_ 1 0.000
#> JC45_842.1_FE_S30_ 4 1.000
#> JC45_843.1_FE_S30_ 1 0.000
#> JC45_844.1.111_FE_S30_ 4 0.000
#> JC45_833.2_FE_S30_ 1 1.000
#> JC45_834.2.108_FE_S30_ 1 0.000
#> JC45_835.2_T.108_FE_S30_ 1 0.000
#> JC45_836.2.109_FE_S30_ 2 0.000
#> JC45_837.2_T.109_FE_S30_ 1 1.000
#> JC45_850.3.112_FE_S30_ 1 1.000
#> JC45_839.2.110_FE_S30_ 1 1.000
#> JC45_840.2.110_FE_S30_ 1 1.000
#> JC45_841.2_FE_S30_ 1 0.751
#> JC45_842.2_FE_S30_ 4 0.000
#> JC45_843.2_FE_S30_ 3 0.000
#> JC45_844.2.111_FE_S30_ 3 1.000
#> JC45_845.1.111_FE_S30_ 4 0.000
#> JC45_846.1.111_FE_S30_ 1 1.000
#> JC45_847.1_FE_S30_ 1 1.000
#> JC45_848.1_FE_S30_ 1 0.000
#> JC45_850.1_..112_FE_S30_ 4 0.000
#> JC45_851.1.112_FE_S30_ 1 0.000
#> JC45_852.1.112_FE_S30_ 4 0.000
#> JC45_852.3.112_FE_S30_ 4 0.000
#> JC45_854.1.112_FE_S30_ 4 0.000
#> JC45_855.1.112_FE_S30_ 3 1.000
#> JC45_856.1_FE_S30_ 2 0.000
#> JC45_845.2.111_FE_S30_ 4 0.000
#> JC45_846.2.111_FE_S30_ 1 0.000
#> JC45_847.2_FE_S30_ 2 0.751
#> JC45_848.2_FE_S30_ 1 0.000
#> JC45_849.2_FE_S30_ 4 0.000
#> JC45_851.2_ery.112_FE_S30_ 1 0.000
#> JC45_852.2_..112_FE_S30_ 4 0.000
#> JC45_856.3_FE_S30_ 4 0.000
#> JC45_855.2.112_FE_S30_ 2 0.751
#> JC45_856.2_._FE_S30_ 2 0.000
#> JC45_857.1_FE_S30_ 1 1.000
#> JC45_858.1_FE_S30_ 4 0.000
#> JC45_860.1_FE_S30_ 2 0.000
#> JC45_861.1_FE_S30_ 2 0.000
#> JC45_862.1_FE_S30_ 1 0.000
#> JC45_863.1_FE_S30_ 2 0.000
#> JC45_864.1_._FE_S30_ 1 1.000
#> JC45_866.1_FE_S30_ 1 1.000
#> JC45_867.1.113_FE_S30_ 1 0.000
#> JC45_868.1_big_mega.113_FE_S30_ 2 0.000
#> JC45_857.2_FE_S30_ 1 1.000
#> JC45_858.2_FE_S30_ 4 0.000
#> JC45_853.1_FE_S30_ 1 0.000
#> JC45_860.2_FE_S30_ 2 0.000
#> JC45_861.2_FE_S30_ 2 0.000
#> JC45_853.2_FE_S30_ 1 0.000
#> JC45_863.2_FE_S30_ 2 0.000
#> JC45_867.3.113_FE_S30_ 2 0.751
#> JC45_866.2_FE_S30_ 1 0.253
#> JC45_867.2_..113_FE_S30_ 2 0.747
#> JC45_868.2.113_FE_S30_ 4 1.000
#> JC46_869.1.114_FE_S30_ 2 0.000
#> JC46_870.1.114_FE_S30_ 4 0.000
#> JC46_871.1.114_FE_S30_ 4 0.000
#> JC46_872.1.114_FE_S30_ 1 0.000
#> JC46_873.1_FE_S30_ 4 0.000
#> JC46_874.1_FE_S30_ 1 1.000
#> JC46_875.1_T_emperi_big_FE_S30_ 2 0.498
#> JC46_875.3_T_FE_S30_ 3 0.000
#> JC46_877.1_T_FE_S30_ 2 0.000
#> JC46_878.1_._big.115_FE_S30_ 2 0.502
#> JC46_878.3.115_FE_S30_ 1 0.000
#> JC46_878.4.115_FE_S30_ 1 1.000
#> JC46_869.2.114_FE_S30_ 1 0.000
#> JC46_870.2.114_FE_S30_ 2 1.000
#> JC46_871.2.114_FE_S30_ 2 0.000
#> JC46_872.2.114_FE_S30_ 4 0.000
#> JC46_873.2_FE_S30_ 1 1.000
#> JC46_874.2_FE_S30_ 2 0.000
#> JC46_875.2_T_FE_S30_ 1 0.000
#> JC46_877.3_T_FE_S30_ 1 0.000
#> JC46_877.2_T_FE_S30_ 1 0.000
#> JC46_878.2.115_FE_S30_ 1 0.000
#> JC46_878.5.115_FE_S30_ 2 0.000
#> JC46_878.6.115_FE_S30_ 1 0.000
#> JC46_878.7.115_FE_S30_ 1 0.000
#> JC46_882.1.116_FE_S30_ 2 0.000
#> JC46_883.1.116_FE_S30_ 2 1.000
#> JC46_884.1_FE_S30_ 1 0.249
#> JC46_885.1_FE_S30_ 2 0.000
#> JC46_886.1.117_FE_S30_ 2 0.502
#> JC46_887.1.117_FE_S30_ 3 1.000
#> JC46_888.1.117_FE_S30_ 1 1.000
#> JC46_889.1_FE_S30_ 1 0.000
#> JC46_890.1_FE_S30_ 1 0.000
#> JC46_891.1.118_FE_S30_ 1 0.000
#> JC46_892.1_T.118_FE_S30_ 4 0.000
#> JC46_878.8.115_FE_S30_ 1 1.000
#> JC46_882.2.116_FE_S30_ 2 0.249
#> JC46_883.2.116_FE_S30_ 4 0.000
#> JC46_884.2_FE_S30_ 1 0.000
#> JC46_885.2_FE_S30_ 1 0.000
#> JC46_886.2.117_FE_S30_ 2 0.000
#> JC46_887.2.117_FE_S30_ 2 0.000
#> JC46_888.2.117_FE_S30_ 2 0.000
#> JC46_889.2_FE_S30_ 2 0.000
#> JC46_890.2_FE_S30_ 1 0.000
#> JC46_891.2.118_FE_S30_ 4 0.000
#> JC46_892.2_T.118_FE_S30_ 4 0.000
#> JC46_892.3_T.118_FE_S30_ 4 0.000
#> JC46_894.1.118_FE_S30_ 4 0.000
#> JC46_895.1.118_FE_S30_ 4 0.000
#> JC46_896.1.118_FE_S30_ 4 0.000
#> JC46_897.1_emperi_big.118_FE_S30_ 2 0.502
#> JC46_898.1_FE_S30_ 4 0.000
#> JC46_899.1_FE_S30_ 2 1.000
#> JC46_900.1.119_FE_S30_ 1 0.000
#> JC46_901.1.119_FE_S30_ 1 0.000
#> JC46_902.1_FE_S30_ 3 0.502
#> JC46_903.1.120_FE_S30_ 2 0.498
#> JC46_904.1.120_FE_S30_ 1 0.000
#> JC46_895.3_..118_FE_S30_ 2 0.751
#> JC46_894.2.118_FE_S30_ 4 0.000
#> JC46_895.2.118_FE_S30_ 4 0.249
#> JC46_896.2.118_FE_S30_ 2 0.000
#> JC46_897.2.118_FE_S30_ 4 0.000
#> JC46_898.2_FE_S30_ 4 0.000
#> JC46_899.2_FE_S30_ 2 0.498
#> JC46_900.2.119_FE_S30_ 1 0.000
#> JC46_901.2.119_FE_S30_ 1 0.000
#> JC46_902.2_FE_S30_ 2 0.249
#> JC46_903.2.120_FE_S30_ 2 0.498
#> JC46_904.2.120_FE_S30_ 2 0.000
#> JC46_905.1.120_FE_S30_ 1 0.751
#> JC46_906.1.120_FE_S30_ 1 1.000
#> JC46_906.3.120_FE_S30_ 2 0.000
#> JC46_908.1_T_FE_S30_ 1 0.000
#> JC46_909.1.121_FE_S30_ 2 0.000
#> JC46_910.1.121_FE_S30_ 2 0.000
#> JC46_911.1.121_FE_S30_ 2 0.000
#> JC46_912.3_..121_FE_S30_ 2 1.000
#> JC46_913.1_FE_S30_ 1 0.502
#> JC46_914.1_FE_S30_ 4 0.000
#> JC46_915.1_FE_S30_ 1 0.000
#> JC46_916.1_FE_S30_ 1 0.000
#> JC46_905.2.120_FE_S30_ 4 0.000
#> JC46_906.2_..120_FE_S30_ 1 0.253
#> JC46_908.3_T_FE_S30_ 1 0.000
#> JC46_908.2_T_FE_S30_ 1 0.000
#> JC46_909.2.121_FE_S30_ 2 0.000
#> JC46_910.2.121_FE_S30_ 1 0.751
#> JC46_911.2.121_FE_S30_ 2 0.000
#> JC46_912.4.121_FE_S30_ 2 1.000
#> JC46_913.2_FE_S30_ 1 1.000
#> JC46_914.2_FE_S30_ 2 0.000
#> JC46_915.2_FE_S30_ 1 0.000
#> JC46_916.2_FE_S30_ 3 0.000
#> JC48P4_917_HSC_FE_S8_ 3 0.000
#> JC48P4_918_HSC_FE_S8_ 3 0.253
#> JC48P4_919_HSC_FE_S8_ 3 0.000
#> JC48P4_920_HSC_FE_S8_ 3 0.000
#> JC48P4_921_HSC_FE_S8_ 3 0.000
#> JC48P4_922_HSC_FE_S8_ 3 0.000
#> JC48P4_923_HSC_FE_S8_ 3 0.000
#> JC48P4_924_HSC_FE_S8_ 3 0.000
#> JC48P4_925_HSC_FE_S8_ 3 0.000
#> JC48P4_926_HSC_FE_S8_ 3 0.000
#> JC48P4_927_HSC_FE_S8_ 3 0.000
#> JC48P4_928_HSC_FE_S8_ 3 0.000
#> JC48P4_929_HSC_FE_S8_ 3 0.000
#> JC48P4_930_HSC_FE_S8_ 3 0.000
#> JC48P4_931_HSC_FE_S8_ 3 0.000
#> JC48P4_932_HSC_FE_S8_ 3 0.000
#> JC48P4_933_HSC_FE_S8_ 3 0.000
#> JC48P4_934_HSC_FE_S8_ 3 0.000
#> JC48P4_935_HSC_FE_S8_ 3 0.000
#> JC48P4_936_HSC_FE_S8_ 3 1.000
#> JC48P4_937_HSC_FE_S8_ 3 1.000
#> JC48P4_938_HSC_FE_S8_ 3 1.000
#> JC48P4_939_HSC_FE_S8_ 2 1.000
#> JC48P4_940_HSC_FE_S8_ 2 1.000
#> JC48P4_941_HSC_FE_S8_ 3 0.000
#> JC48P4_942_HSC_FE_S8_ 3 0.000
#> JC48P4_943_HSC_FE_S8_ 2 1.000
#> JC48P4_944_HSC_FE_S8_ 2 1.000
#> JC48P4_945_HSC_FE_S8_ 3 1.000
#> JC48P4_946_HSC_FE_S8_ 3 0.000
#> JC48P4_947_HSC_FE_S8_ 3 0.000
#> JC48P4_948_HSC_FE_S8_ 3 0.000
#> JC48P4_949_HSC_FE_S8_ 3 0.000
#> JC48P4_950_HSC_FE_S8_ 3 0.000
#> JC48P4_951_HSC_FE_S8_ 3 0.000
#> JC48P4_952_HSC_FE_S8_ 3 0.000
#> JC48P4_953_HSC_FE_S8_ 3 0.000
#> JC48P4_954_HSC_FE_S8_ 3 0.000
#> JC48P4_955_HSC_FE_S8_ 3 0.000
#> JC48P4_956_HSC_FE_S8_ 3 0.000
#> JC48P4_957_HSC_FE_S8_ 3 0.000
#> JC48P4_958_HSC_FE_S8_ 3 0.000
#> JC48P4_959_HSC_FE_S8_ 3 0.000
#> JC48P4_960_HSC_FE_S8_ 3 0.000
#> JC48P4_961_HSC_FE_S8_ 3 0.000
#> JC48P4_962_HSC_FE_S8_ 2 1.000
#> JC48P4_963_HSC_FE_S8_ 2 1.000
#> JC48P4_964_HSC_FE_S8_ 2 1.000
#> JC48P4_965_HSC_FE_S8_ 3 0.000
#> JC48P4_966_HSC_FE_S8_ 3 0.000
#> JC48P4_967_HSC_FE_S8_ 3 0.000
#> JC48P4_968_HSC_FE_S8_ 3 0.000
#> JC48P4_969_HSC_FE_S8_ 2 1.000
#> JC48P4_970_HSC_FE_S8_ 3 0.000
#> JC48P4_971_HSC_FE_S8_ 3 0.000
#> JC48P4_972_HSC_FE_S8_ 2 1.000
#> JC48P4_973_HSC_FE_S8_ 3 0.000
#> JC48P4_974_HSC_FE_S8_ 3 0.000
#> JC48P4_975_HSC_FE_S8_ 3 0.000
#> JC48P4_976_HSC_FE_S8_ 3 0.000
#> JC48P4_977_HSC_FE_S8_ 2 1.000
#> JC48P4_978_HSC_FE_S8_ 3 0.000
#> JC48P4_979_HSC_FE_S8_ 3 1.000
#> JC48P4_980_HSC_FE_S8_ 3 0.000
#> JC48P4_981_HSC_FE_S8_ 2 1.000
#> JC48P4_982_HSC_FE_S8_ 3 0.000
#> JC48P4_983_HSC_FE_S8_ 3 0.000
#> JC48P4_984_HSC_FE_S8_ 3 0.000
#> JC48P4_985_HSC_FE_S8_ 3 1.000
#> JC48P4_986_HSC_FE_S8_ 2 1.000
#> JC48P4_987_HSC_FE_S8_ 3 1.000
#> JC48P4_988_HSC_FE_S8_ 3 0.000
#> JC48P4_989_HSC_FE_S8_ 3 0.000
#> JC48P4_990_HSC_FE_S8_ 3 0.000
#> JC48P4_991_HSC_FE_S8_ 3 0.000
#> JC48P4_992_HSC_FE_S8_ 3 0.000
#> JC48P4_993_HSC_FE_S8_ 3 0.000
#> JC48P4_994_HSC_FE_S8_ 2 1.000
#> JC48P4_995_HSC_FE_S8_ 3 0.000
#> JC48P4_996_HSC_FE_S8_ 3 0.000
#> JC48P4_997_HSC_FE_S8_ 3 0.000
#> JC48P4_998_HSC_FE_S8_ 2 1.000
#> JC48P4_999_HSC_FE_S8_ 3 0.000
#> JC48P4_1000_HSC_FE_S8_ 2 1.000
#> JC48P4_1001_HSC_FE_S8_ 3 0.751
#> JC48P4_1002_HSC_FE_S8_ 1 1.000
#> JC48P4_1004_HSC_FE_S8_ 3 0.000
#> JC48P4_1005_HSC_FE_S8_ 3 0.000
#> JC48P4_1006_HSC_FE_S8_ 3 0.000
#> JC48P4_1007_HSC_FE_S8_ 3 0.000
#> JC48P4_1008_HSC_FE_S8_ 2 1.000
#> JC48P4_1009_HSC_FE_S8_ 2 1.000
#> JC48P4_1010_HSC_FE_S8_ 2 1.000
#> JC48P4_1011_HSC_FE_S8_ 3 0.000
#> JC48P4_1012_HSC_FE_S8_ 3 1.000
#> JC48P7_1013_HSC_FE_S8_ 3 0.000
#> JC48P7_1014_HSC_FE_S8_ 3 0.000
#> JC48P7_1015_HSC_FE_S8_ 3 0.000
#> JC48P7_1016_HSC_FE_S8_ 3 0.000
#> JC48P7_1017_HSC_FE_S8_ 3 0.000
#> JC48P7_1018_HSC_FE_S8_ 3 0.000
#> JC48P7_1019_HSC_FE_S8_ 3 0.000
#> JC48P7_1020_HSC_FE_S8_ 2 1.000
#> JC48P7_1022_HSC_FE_S8_ 3 0.000
#> JC48P7_1023_HSC_FE_S8_ 3 0.000
#> JC48P7_1024_HSC_FE_S8_ 3 0.000
#> JC48P7_1025_HSC_FE_S8_ 3 0.000
#> JC48P7_1026_HSC_FE_S8_ 1 0.249
#> JC48P7_1027_HSC_FE_S8_ 3 0.000
#> JC48P7_1028_HSC_FE_S8_ 3 0.000
#> JC48P7_1029_HSC_FE_S8_ 3 0.000
#> JC48P7_1030_HSC_FE_S8_ 3 0.000
#> JC48P7_1031_HSC_FE_S8_ 3 0.000
#> JC48P7_1032_HSC_FE_S8_ 3 0.000
#> JC48P7_1033_HSC_FE_S8_ 3 0.000
#> JC48P7_1034_HSC_FE_S8_ 3 0.000
#> JC48P7_1035_HSC_FE_S8_ 3 0.000
#> JC48P7_1036_HSC_FE_S8_ 1 1.000
#> JC48P7_1037_HSC_FE_S8_ 3 0.000
#> JC48P7_1038_HSC_FE_S8_ 2 1.000
#> JC48P7_1039_HSC_FE_S8_ 3 0.000
#> JC48P7_1040_HSC_FE_S8_ 3 1.000
#> JC48P7_1041_HSC_FE_S8_ 3 0.000
#> JC48P7_1042_HSC_FE_S8_ 3 0.000
#> JC48P7_1043_HSC_FE_S8_ 3 1.000
#> JC48P7_1044_HSC_FE_S8_ 3 0.000
#> JC48P7_1045_HSC_FE_S8_ 3 0.000
#> JC48P7_1046_HSC_FE_S8_ 3 0.000
#> JC48P7_1047_HSC_FE_S8_ 3 0.000
#> JC48P7_1048_HSC_FE_S8_ 3 0.000
#> JC48P7_1049_HSC_FE_S8_ 3 0.000
#> JC48P7_1050_HSC_FE_S8_ 3 0.000
#> JC48P7_1051_HSC_FE_S8_ 2 1.000
#> JC48P7_1052_HSC_FE_S8_ 3 0.000
#> JC48P7_1053_HSC_FE_S8_ 3 0.000
#> JC48P7_1054_HSC_FE_S8_ 2 1.000
#> JC48P7_1055_HSC_FE_S8_ 3 0.000
#> JC48P7_1056_HSC_FE_S8_ 3 0.000
#> JC48P7_1057_HSC_FE_S8_ 3 0.000
#> JC48P7_1058_HSC_FE_S8_ 3 0.000
#> JC48P7_1059_HSC_FE_S8_ 3 0.000
#> JC48P7_1060_HSC_FE_S8_ 3 0.000
#> JC48P7_1061_HSC_FE_S8_ 3 0.000
#> JC48P7_1062_HSC_FE_S8_ 3 0.000
#> JC48P7_1063_HSC_FE_S8_ 3 0.000
#> JC48P7_1064_HSC_FE_S8_ 3 0.000
#> JC48P7_1065_HSC_FE_S8_ 3 0.000
#> JC48P7_1066_HSC_FE_S8_ 3 0.000
#> JC48P7_1067_HSC_FE_S8_ 3 0.000
#> JC48P7_1068_HSC_FE_S8_ 3 0.000
#> JC48P7_1070_HSC_FE_S8_ 3 0.000
#> JC48P7_1071_HSC_FE_S8_ 3 0.000
#> JC48P7_1072_HSC_FE_S8_ 3 0.000
#> JC48P7_1073_HSC_FE_S8_ 3 0.000
#> JC48P7_1074_HSC_FE_S8_ 3 0.000
#> JC48P7_1075_HSC_FE_S8_ 3 0.000
#> JC48P7_1076_HSC_FE_S8_ 3 0.000
#> JC48P7_1077_HSC_FE_S8_ 3 0.000
#> JC48P7_1078_HSC_FE_S8_ 1 0.000
#> JC48P7_1079_HSC_FE_S8_ 3 0.000
#> JC48P7_1080_HSC_FE_S8_ 3 0.000
#> JC48P7_1081_HSC_FE_S8_ 3 0.000
#> JC48P7_1082_HSC_FE_S8_ 3 0.000
#> JC48P7_1083_HSC_FE_S8_ 3 0.000
#> JC48P7_1084_HSC_FE_S8_ 2 1.000
#> JC48P7_1085_HSC_FE_S8_ 1 0.000
#> JC48P7_1086_HSC_FE_S8_ 2 1.000
#> JC48P7_1087_HSC_FE_S8_ 3 0.000
#> JC48P7_1088_HSC_FE_S8_ 3 0.000
#> JC48P7_1089_HSC_FE_S8_ 2 1.000
#> JC48P7_1090_HSC_FE_S8_ 3 0.000
#> JC48P7_1091_HSC_FE_S8_ 2 1.000
#> JC48P7_1092_HSC_FE_S8_ 2 1.000
#> JC48P7_1093_HSC_FE_S8_ 2 1.000
#> JC48P7_1094_HSC_FE_S8_ 3 0.000
#> JC48P7_1095_HSC_FE_S8_ 3 0.000
#> JC48P7_1096_HSC_FE_S8_ 1 1.000
#> JC48P7_1097_HSC_FE_S8_ 3 0.000
#> JC48P7_1098_HSC_FE_S8_ 3 0.000
#> JC48P7_1099_HSC_FE_S8_ 3 0.000
#> JC48P7_1100_HSC_FE_S8_ 2 1.000
#> JC48P7_1101_HSC_FE_S8_ 3 0.000
#> JC48P7_1102_HSC_FE_S8_ 3 0.000
#> JC48P7_1103_HSC_FE_S8_ 3 0.000
#> JC48P7_1104_HSC_FE_S8_ 2 1.000
#> JC48P7_1105_HSC_FE_S8_ 3 1.000
#> JC48P7_1106_HSC_FE_S8_ 3 1.000
#> JC48P7_1107_HSC_FE_S8_ 3 0.000
#> JC48P7_1108_HSC_FE_S8_ 2 1.000
#> JC48P6_1109_HSC_FE_S8_ 3 0.000
#> JC48P6_1110_HSC_FE_S8_ 3 0.000
#> JC48P6_1111_HSC_FE_S8_ 3 0.000
#> JC48P6_1112_HSC_FE_S8_ 3 0.000
#> JC48P6_1113_HSC_FE_S8_ 3 0.000
#> JC48P6_1114_HSC_FE_S8_ 3 0.000
#> JC48P6_1115_HSC_FE_S8_ 3 0.000
#> JC48P6_1116_HSC_FE_S8_ 3 1.000
#> JC48P6_1117_HSC_FE_S8_ 3 0.000
#> JC48P6_1118_HSC_FE_S8_ 3 0.000
#> JC48P6_1119_HSC_FE_S8_ 3 0.000
#> JC48P6_1120_HSC_FE_S8_ 3 0.000
#> JC48P6_1121_HSC_FE_S8_ 3 0.000
#> JC48P6_1122_HSC_FE_S8_ 1 1.000
#> JC48P6_1123_HSC_FE_S8_ 3 0.000
#> JC48P6_1124_HSC_FE_S8_ 3 1.000
#> JC48P6_1125_HSC_FE_S8_ 3 0.000
#> JC48P6_1126_HSC_FE_S8_ 1 1.000
#> JC48P6_1127_HSC_FE_S8_ 3 0.000
#> JC48P6_1128_HSC_FE_S8_ 3 0.000
#> JC48P6_1129_HSC_FE_S8_ 3 0.000
#> JC48P6_1130_HSC_FE_S8_ 3 0.000
#> JC48P6_1131_HSC_FE_S8_ 3 0.000
#> JC48P6_1132_HSC_FE_S8_ 1 1.000
#> JC48P6_1133_HSC_FE_S8_ 3 0.000
#> JC48P6_1134_HSC_FE_S8_ 3 0.000
#> JC48P6_1135_HSC_FE_S8_ 2 1.000
#> JC48P6_1136_HSC_FE_S8_ 3 0.000
#> JC48P6_1137_HSC_FE_S8_ 3 0.000
#> JC48P6_1138_HSC_FE_S8_ 3 0.000
#> JC48P6_1139_HSC_FE_S8_ 3 0.000
#> JC48P6_1140_HSC_FE_S8_ 3 0.000
#> JC48P6_1141_HSC_FE_S8_ 3 0.000
#> JC48P6_1142_HSC_FE_S8_ 3 0.000
#> JC48P6_1143_HSC_FE_S8_ 3 0.000
#> JC48P6_1144_HSC_FE_S8_ 3 0.000
#> JC48P6_1145_HSC_FE_S8_ 3 0.000
#> JC48P6_1146_HSC_FE_S8_ 3 0.000
#> JC48P6_1147_HSC_FE_S8_ 3 0.000
#> JC48P6_1148_HSC_FE_S8_ 3 1.000
#> JC48P6_1149_HSC_FE_S8_ 3 0.000
#> JC48P6_1150_HSC_FE_S8_ 3 0.000
#> JC48P6_1151_HSC_FE_S8_ 3 0.249
#> JC48P6_1152_HSC_FE_S8_ 3 0.000
#> JC48P6_1153_HSC_FE_S8_ 3 0.000
#> JC48P6_1154_HSC_FE_S8_ 3 0.000
#> JC48P6_1155_HSC_FE_S8_ 3 0.000
#> JC48P6_1156_HSC_FE_S8_ 2 1.000
#> JC48P6_1157_HSC_FE_S8_ 3 0.000
#> JC48P6_1158_HSC_FE_S8_ 3 0.000
#> JC48P6_1159_HSC_FE_S8_ 2 1.000
#> JC48P6_1160_HSC_FE_S8_ 3 0.000
#> JC48P6_1161_HSC_FE_S8_ 3 0.000
#> JC48P6_1162_HSC_FE_S8_ 3 0.000
#> JC48P6_1163_HSC_FE_S8_ 3 0.000
#> JC48P6_1164_HSC_FE_S8_ 3 0.000
#> JC48P6_1165_HSC_FE_S8_ 3 0.000
#> JC48P6_1166_HSC_FE_S8_ 3 0.000
#> JC48P6_1167_HSC_FE_S8_ 3 0.000
#> JC48P6_1168_HSC_FE_S8_ 3 0.000
#> JC48P6_1169_HSC_FE_S8_ 3 0.000
#> JC48P6_1170_HSC_FE_S8_ 2 1.000
#> JC48P6_1171_HSC_FE_S8_ 3 0.000
#> JC48P6_1172_HSC_FE_S8_ 3 0.000
#> JC48P6_1173_HSC_FE_S8_ 3 0.000
#> JC48P6_1174_HSC_FE_S8_ 3 0.000
#> JC48P6_1175_HSC_FE_S8_ 3 0.751
#> JC48P6_1176_HSC_FE_S8_ 3 0.000
#> JC48P6_1177_HSC_FE_S8_ 3 0.000
#> JC48P6_1178_HSC_FE_S8_ 3 0.000
#> JC48P6_1179_HSC_FE_S8_ 3 0.000
#> JC48P6_1180_HSC_FE_S8_ 3 0.000
#> JC48P6_1181_HSC_FE_S8_ 3 0.000
#> JC48P6_1182_HSC_FE_S8_ 3 0.000
#> JC48P6_1183_HSC_FE_S8_ 3 0.000
#> JC48P6_1184_HSC_FE_S8_ 3 0.000
#> JC48P6_1185_HSC_FE_S8_ 3 0.000
#> JC48P6_1186_HSC_FE_S8_ 3 0.000
#> JC48P6_1187_HSC_FE_S8_ 3 0.000
#> JC48P6_1188_HSC_FE_S8_ 3 0.000
#> JC48P6_1189_HSC_FE_S8_ 3 0.000
#> JC48P6_1190_HSC_FE_S8_ 3 1.000
#> JC48P6_1191_HSC_FE_S8_ 3 1.000
#> JC48P6_1192_HSC_FE_S8_ 3 0.000
#> JC48P6_1193_HSC_FE_S8_ 3 0.000
#> JC48P6_1194_HSC_FE_S8_ 3 0.000
#> JC48P6_1195_HSC_FE_S8_ 3 0.000
#> JC48P6_1196_HSC_FE_S8_ 3 0.000
#> JC48P6_1197_HSC_FE_S8_ 3 0.000
#> JC48P6_1198_HSC_FE_S8_ 3 0.000
#> JC48P6_1199_HSC_FE_S8_ 3 0.000
#> JC48P6_1200_HSC_FE_S8_ 3 0.000
#> JC48P6_1201_HSC_FE_S8_ 3 0.000
#> JC48P6_1202_HSC_FE_S8_ 3 0.000
#> JC48P6_1203_HSC_FE_S8_ 3 0.000
#> JC48P6_1204_HSC_FE_S8_ 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 sample(p-value) k
#> ATC:skmeans 1529 3.03e-135 2
#> ATC:skmeans 1578 5.79e-296 3
#> ATC:skmeans 1407 2.72e-281 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-leaf , Node013 , Node014-leaf , Node021 , Node022 , Node023-leaf , Node031-leaf , Node032-leaf , Node033-leaf , Node034-leaf .
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 4434 rows and 500 columns, randomly sampled from 1183 columns.
#> Top rows (424) 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 0.975 0.989 0.4905 0.510 0.510
#> 3 3 1 0.977 0.991 0.2635 0.818 0.661
#> 4 4 1 0.967 0.986 0.0667 0.942 0.851
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
#> JC4_349_HSC_FE_S13_ 1 0.000
#> JC4_350_HSC_FE_S13_ 1 0.000
#> JC4_351_HSC_FE_S13_ 1 0.000
#> JC4_352_HSC_FE_S13_ 1 0.000
#> JC4_353_HSC_FE_S13_ 1 0.000
#> JC4_354_HSC_FE_S13_ 1 0.000
#> JC4_355_HSC_FE_S13_ 1 0.000
#> JC4_356_HSC_FE_S13_ 1 0.498
#> JC4_357_HSC_FE_S13_ 1 0.000
#> JC4_358_HSC_FE_S13_ 1 0.000
#> JC4_359_HSC_FE_S13_ 1 0.000
#> JC4_361_HSC_FE_S13_ 1 0.000
#> JC4_362_HSC_FE_S13_ 1 0.000
#> JC4_364_HSC_FE_S13_ 1 0.000
#> JC4_365_HSC_FE_S13_ 1 0.000
#> JC4_366_HSC_FE_S13_ 2 0.000
#> JC4_368_HSC_FE_S13_ 1 0.000
#> JC4_369_HSC_FE_S13_ 1 0.000
#> JC4_371_HSC_FE_S13_ 1 0.000
#> JC4_372_HSC_FE_S13_ 1 0.000
#> JC4_373_HSC_FE_S13_ 2 0.000
#> JC4_374_HSC_FE_S13_ 1 0.000
#> JC4_375_HSC_FE_S13_ 1 0.000
#> JC4_376_HSC_FE_S13_ 1 0.000
#> JC4_377_HSC_FE_S13_ 1 0.000
#> JC4_378_HSC_FE_S13_ 1 0.000
#> JC4_379_HSC_FE_S13_ 1 0.000
#> JC4_380_HSC_FE_S13_ 1 0.000
#> JC4_382_HSC_FE_S13_ 1 0.502
#> JC4_383_HSC_FE_S13_ 1 0.000
#> JC4_385_HSC_FE_S13_ 1 0.000
#> JC4_386_HSC_FE_S13_ 1 0.000
#> JC4_387_HSC_FE_S13_ 1 0.000
#> JC4_388_HSC_FE_S13_ 1 0.000
#> JC4_389_HSC_FE_S13_ 1 0.253
#> JC4_390_HSC_FE_S13_ 1 0.502
#> JC4_391_HSC_FE_S13_ 1 0.000
#> JC4_392_HSC_FE_S13_ 1 0.000
#> JC4_393_HSC_FE_S13_ 1 0.000
#> JC4_394_HSC_FE_S13_ 1 0.000
#> JC4_395_HSC_FE_S13_ 1 0.000
#> JC4_397_HSC_FE_S13_ 2 0.000
#> JC4_398_HSC_FE_S13_ 1 0.000
#> JC4_399_HSC_FE_S13_ 1 1.000
#> JC4_401_HSC_FE_S13_ 1 0.000
#> JC4_402_HSC_FE_S13_ 1 0.000
#> JC4_403_HSC_FE_S13_ 1 0.000
#> JC4_404_HSC_FE_S13_ 1 0.000
#> JC4_405_HSC_FE_S13_ 1 0.000
#> JC4_406_HSC_FE_S13_ 1 0.000
#> JC4_407_HSC_FE_S13_ 1 0.000
#> JC4_408_HSC_FE_S13_ 1 0.000
#> JC4_409_HSC_FE_S13_ 1 0.000
#> JC4_410_HSC_FE_S13_ 1 0.000
#> JC4_411_HSC_FE_S13_ 1 0.000
#> JC4_412_HSC_FE_S13_ 1 0.000
#> JC4_413_HSC_FE_S13_ 1 0.000
#> JC4_414_HSC_FE_S13_ 1 0.000
#> JC4_415_HSC_FE_S13_ 1 0.000
#> JC4_416_HSC_FE_S13_ 1 0.000
#> JC4_417_HSC_FE_S13_ 1 0.000
#> JC4_418_HSC_FE_S13_ 1 0.000
#> JC4_419_HSC_FE_S13_ 1 0.000
#> JC4_420_HSC_FE_S13_ 1 0.000
#> JC4_421_HSC_FE_S13_ 1 0.000
#> JC4_422_HSC_FE_S13_ 1 0.000
#> JC4_423_HSC_FE_S13_ 1 0.000
#> JC4_424_HSC_FE_S13_ 1 0.000
#> JC4_425_HSC_FE_S13_ 1 0.000
#> JC4_426_HSC_FE_S13_ 1 0.000
#> JC4_427_HSC_FE_S13_ 1 0.000
#> JC4_428_HSC_FE_S13_ 1 0.000
#> JC4_429_HSC_FE_S13_ 1 0.000
#> JC4_430_HSC_FE_S13_ 1 0.000
#> JC4_431_HSC_FE_S13_ 1 0.000
#> JC4_432_HSC_FE_S13_ 1 0.000
#> JC4_433_HSC_FE_S13_ 1 0.000
#> JC4_434_HSC_FE_S13_ 1 0.000
#> JC4_435_HSC_FE_S13_ 1 0.000
#> JC4_436_HSC_FE_S13_ 1 0.000
#> JC20_1.1_FE_S25_ 1 0.000
#> JC20_2.1_FE_S25_ 1 0.000
#> JC20_3.1_FE_S25_ 1 0.000
#> JC20_4.1_FE_S25_ 1 0.000
#> JC20_5.1_FE_S25_ 1 0.000
#> JC20_6.1_FE_S25_ 1 0.000
#> JC20_7.1_FE_S25_ 1 0.000
#> JC20_8.1_FE_S25_ 1 0.000
#> JC20_9.1_FE_S25_ 1 0.000
#> JC20_10.1_FE_S25_ 1 0.000
#> JC20_11.1_FE_S25_ 1 0.000
#> JC20_12.1_FE_S25_ 1 0.000
#> JC20_1.2_FE_S25_ 1 0.000
#> JC20_2.2_FE_S25_ 1 0.000
#> JC20_3.2_FE_S25_ 1 0.000
#> JC20_4.2_FE_S25_ 1 0.000
#> JC20_6.2_FE_S25_ 1 0.000
#> JC20_7.2_FE_S25_ 1 0.000
#> JC20_8.2_FE_S25_ 1 0.000
#> JC20_9.2_FE_S25_ 1 0.000
#> JC20_10.2_FE_S25_ 1 0.000
#> JC20_11.2_FE_S25_ 1 1.000
#> JC20_12.2_FE_S25_ 1 0.000
#> JC20_13.1_FE_S25_ 1 0.000
#> JC20_14.1_FE_S25_ 1 0.000
#> JC20_15.1_FE_S25_ 1 0.000
#> JC20_16.1_FE_S25_ 1 0.000
#> JC20_17.1_FE_S25_ 1 0.000
#> JC20_18.1_FE_S25_ 2 0.000
#> JC20_19.1_FE_S25_ 1 0.000
#> JC20_20.1_FE_S25_ 1 0.000
#> JC20_21.1_FE_S25_ 1 0.000
#> JC20_22.1_FE_S25_ 1 0.000
#> JC20_23.1_FE_S25_ 2 0.000
#> JC20_24.1_FE_S25_ 1 0.000
#> JC20_13.2_FE_S25_ 1 0.000
#> JC20_14.2_FE_S25_ 1 0.000
#> JC20_15.2_FE_S25_ 1 0.000
#> JC20_16.2_FE_S25_ 1 0.000
#> JC20_17.2_FE_S25_ 1 0.000
#> JC20_18.2_FE_S25_ 1 0.000
#> JC20_19.2_FE_S25_ 1 0.000
#> JC20_20.2_FE_S25_ 2 1.000
#> JC20_21.2_FE_S25_ 1 0.000
#> JC20_22.2_big_FE_S25_ 1 0.000
#> JC20_23.2_FE_S25_ 1 0.000
#> JC20_24.2_FE_S25_ 1 0.000
#> JC20_25.1_FE_S25_ 1 0.000
#> JC20_26.1_FE_S25_ 2 0.747
#> JC20_27.1_FE_S25_ 1 0.000
#> JC20_33.1_FE_S25_ 1 0.000
#> JC20_34.1_FE_S25_ 1 0.000
#> JC20_36.1_FE_S25_ 1 0.000
#> JC20_25.2_FE_S25_ 1 0.000
#> JC20_26.2_FE_S25_ 1 0.000
#> JC20_27.2_FE_S25_ 1 0.000
#> JC20_28.2_FE_S25_ 1 0.000
#> JC20_29.2_FE_S25_ 1 0.000
#> JC20_30.2_FE_S25_ 1 0.000
#> JC20_31.2_FE_S25_ 1 0.000
#> JC20_33.2_FE_S25_ 1 0.000
#> JC20_34.2_FE_S25_ 1 0.000
#> JC20_35.2_FE_S25_ 1 0.000
#> JC20_36.2_FE_S25_ 1 0.000
#> JC20_37.1_FE_S25_ 1 0.000
#> JC20_39.1_FE_S25_ 1 0.000
#> JC20_41.1_FE_S25_ 1 0.000
#> JC20_42.1.1_FE_S25_ 1 0.000
#> JC20_43.1.1_FE_S25_ 1 0.000
#> JC20_44.1.1_FE_S25_ 1 0.000
#> JC20_45.1.2_FE_S25_ 1 0.000
#> JC20_46.1.2_FE_S25_ 1 0.000
#> JC20_48.1.2_FE_S25_ 2 0.751
#> JC20_37.2_FE_S25_ 1 0.000
#> JC20_38.2_FE_S25_ 1 0.000
#> JC20_39.2_FE_S25_ 1 0.000
#> JC20_40.2_FE_S25_ 1 0.249
#> JC20_41.2_FE_S25_ 1 0.249
#> JC20_42.2.1_FE_S25_ 1 0.751
#> JC20_43.2.1_FE_S25_ 2 0.000
#> JC20_44.2.1_FE_S25_ 1 0.000
#> JC20_45.2.2_FE_S25_ 1 0.000
#> JC20_46.2.2_FE_S25_ 2 0.000
#> JC20_48.2.2_FE_S25_ 1 0.000
#> JC21_49.1_FE_S25_ 1 0.000
#> JC21_50.1_FE_S25_ 2 0.000
#> JC21_52.1_FE_S25_ 1 0.000
#> JC21_53.1_FE_S25_ 2 0.249
#> JC21_54.1_FE_S25_ 1 0.000
#> JC21_55.1_FE_S25_ 2 1.000
#> JC21_56.1_FE_S25_ 2 0.000
#> JC21_57.1_FE_S25_ 1 0.000
#> JC21_58.1_FE_S25_ 1 0.000
#> JC21_59.1_FE_S25_ 1 0.000
#> JC21_60.1_FE_S25_ 1 0.000
#> JC21_49.2_FE_S25_ 1 0.000
#> JC21_50.2_FE_S25_ 1 0.000
#> JC21_52.2_FE_S25_ 1 0.000
#> JC21_53.2_FE_S25_ 2 0.249
#> JC21_54.2_FE_S25_ 1 0.000
#> JC21_55.2_FE_S25_ 2 0.249
#> JC21_57.2_FE_S25_ 2 0.000
#> JC21_58.2_FE_S25_ 1 0.747
#> JC21_59.2_FE_S25_ 2 0.000
#> JC21_61.1_FE_S25_ 1 1.000
#> JC21_62.1_FE_S25_ 2 0.000
#> JC21_63.1_FE_S25_ 2 0.000
#> JC21_64.1_FE_S25_ 2 0.000
#> JC21_65.1_FE_S25_ 1 0.000
#> JC21_66.1_FE_S25_ 1 0.000
#> JC21_67.1_FE_S25_ 1 0.249
#> JC21_68.1_FE_S25_ 1 0.000
#> JC21_70.1_FE_S25_ 1 0.000
#> JC21_71.1_FE_S25_ 2 0.000
#> JC21_72.1_FE_S25_ 1 0.000
#> JC21_61.2_FE_S25_ 2 0.249
#> JC21_62.2_FE_S25_ 2 0.000
#> JC21_63.2_FE_S25_ 1 0.000
#> JC21_64.2_FE_S25_ 2 1.000
#> JC21_65.2_FE_S25_ 2 0.253
#> JC21_69.2_FE_S25_ 1 0.000
#> JC21_70.2_FE_S25_ 1 0.000
#> JC21_71.2_FE_S25_ 1 0.000
#> JC21_72.2_FE_S25_ 1 0.000
#> JC21_73.1_FE_S25_ 1 0.000
#> JC21_74.1_FE_S25_ 2 0.000
#> JC21_75.1_FE_S25_ 1 0.000
#> JC21_77.1_FE_S25_ 1 0.000
#> JC21_78.1_FE_S25_ 2 0.000
#> JC21_79.1_FE_S25_ 1 0.000
#> JC21_80.1_FE_S25_ 1 0.253
#> JC21_81.1_FE_S25_ 2 0.000
#> JC21_82.1_FE_S25_ 1 0.000
#> JC21_73.2_FE_S25_ 2 0.000
#> JC21_74.2_FE_S25_ 1 0.000
#> JC21_75.2_FE_S25_ 1 0.000
#> JC21_77.2_FE_S25_ 1 0.000
#> JC21_78.2_FE_S25_ 1 0.000
#> JC21_79.2_FE_S25_ 1 0.000
#> JC21_81.2_FE_S25_ 1 0.000
#> JC21_82.2_FE_S25_ 1 0.000
#> JC21_83.2_FE_S25_ 1 0.000
#> JC21_84.2_FE_S25_ 1 0.000
#> JC21_85.1_FE_S25_ 1 0.000
#> JC21_86.1_FE_S25_ 1 0.000
#> JC21_87.1_FE_S25_ 1 0.000
#> JC21_88.1_FE_S25_ 1 0.000
#> JC21_89.1_FE_S25_ 1 0.000
#> JC21_90.1_FE_S25_ 1 0.000
#> JC21_91.1_FE_S25_ 1 0.000
#> JC21_92.1_FE_S25_ 1 0.000
#> JC21_93.1_FE_S25_ 1 0.000
#> JC21_94.1_FE_S25_ 1 0.000
#> JC21_95.1_FE_S25_ 1 0.000
#> JC21_96.1_FE_S25_ 1 0.000
#> JC21_85.2_FE_S25_ 2 0.000
#> JC21_86.2_FE_S25_ 1 0.000
#> JC21_87.2_FE_S25_ 1 0.000
#> JC21_88.2_FE_S25_ 1 0.253
#> JC21_89.2_FE_S25_ 1 0.000
#> JC21_90.2_FE_S25_ 1 0.000
#> JC21_91.2_FE_S25_ 1 0.000
#> JC21_92.2_FE_S25_ 1 0.000
#> JC21_93.2_FE_S25_ 1 0.000
#> JC21_94.2_FE_S25_ 1 0.000
#> JC21_95.2_FE_S25_ 1 0.000
#> JC21_96.2_FE_S25_ 1 0.000
#> JC26_98.1_S32_ 1 0.000
#> JC26_102.1_S32_ 1 0.751
#> JC26_103.1_S32_ 2 0.000
#> JC26_104.1_S32_ 2 0.249
#> JC26_106.1.3_S32_ 2 0.249
#> JC26_108.1.3_S32_ 1 0.000
#> JC26_98.2_S32_ 1 0.000
#> JC26_101.2_S32_ 1 0.502
#> JC26_102.2_S32_ 2 0.000
#> JC26_103.2_S32_ 2 0.253
#> JC26_105.2.3_S32_ 2 0.000
#> JC26_106.2.3_S32_ 1 0.000
#> JC26_107.2.3_S32_ 1 1.000
#> JC26_108.2.3_S32_ 2 0.000
#> JC26_109.1.3_S32_ 1 1.000
#> JC26_110.1.4_S32_ 1 0.000
#> JC26_111.1.4_S32_ 1 0.000
#> JC26_112.1.4_S32_ 2 0.000
#> JC26_113.1.4_S32_ 2 0.000
#> JC26_115.1.5_S32_ 2 0.000
#> JC26_117.1.5_S32_ 1 0.000
#> JC26_119.1_W.6_S32_ 2 0.000
#> JC26_120.1.6_S32_ 2 0.000
#> JC26_110.2.4_S32_ 1 0.000
#> JC26_112.2.4_S32_ 2 0.000
#> JC26_113.2.4_S32_ 2 0.000
#> JC26_114.2_S32_ 1 1.000
#> JC26_115.2.5_S32_ 2 0.000
#> JC26_117.2.5_S32_ 1 0.502
#> JC26_118.2_S32_ 1 0.000
#> JC26_120.2.6_S32_ 1 1.000
#> JC26_122.1.6_S32_ 1 0.000
#> JC26_123.1.6_S32_ 1 0.000
#> JC26_129.1_W.7_S32_ 1 1.000
#> JC26_124.2.6_S32_ 2 0.000
#> JC26_125.2.6_S32_ 2 0.000
#> JC26_126.2_S32_ 1 0.000
#> JC26_127.2_S32_ 2 0.000
#> JC26_129.2_W.7_S32_ 1 0.000
#> JC26_130.2.7_S32_ 1 0.000
#> JC26_131.2.7_S32_ 1 0.000
#> JC26_132.2.7_S32_ 1 0.000
#> JC26_135.1.7_S32_ 1 0.751
#> JC26_136.1.7_S32_ 1 0.253
#> JC26_137.1.8_S32_ 1 0.000
#> JC26_147.8_S32_ 1 0.000
#> JC26_139.1.8_S32_ 1 0.000
#> JC26_140.1.8_S32_ 2 0.000
#> JC26_141.1_S32_ 1 0.000
#> JC26_142.1_S32_ 1 0.000
#> JC26_144.1_S32_ 1 0.000
#> JC26_134.2.7_S32_ 1 0.000
#> JC26_135.2.7_S32_ 2 0.253
#> JC26_136.2.7_S32_ 2 0.249
#> JC26_137.2.8_S32_ 2 0.000
#> JC26_140.2.8_S32_ 1 0.000
#> JC26_141.2_S32_ 1 0.000
#> JC26_143.2_W_S32_ 1 0.249
#> JC26_144.2_S32_ 1 0.000
#> JC27_149.1_W.9_MA_S33_ 1 0.000
#> JC27_151.1.9_MA_S33_ 1 0.000
#> JC27_152.1.9_MA_S33_ 1 0.751
#> JC27_153.1.9_MA_S33_ 1 0.751
#> JC27_154.1.9_MA_S33_ 1 1.000
#> JC27_155.1.9_MA_S33_ 1 0.000
#> JC27_156.1.9_MA_S33_ 1 0.751
#> JC27_158.1_MA_S33_ 1 1.000
#> JC27_159.1_MA_S33_ 1 0.249
#> JC27_160.1_MA_S33_ 1 1.000
#> JC27_150.2.9_MA_S33_ 1 0.751
#> JC27_151.2_big.9_MA_S33_ 2 0.249
#> JC27_152.2.9_MA_S33_ 2 0.000
#> JC27_154.2.9_MA_S33_ 1 0.249
#> JC27_155.2.9_MA_S33_ 1 0.751
#> JC27_156.2.9_MA_S33_ 2 0.000
#> JC27_157.2_MA_S33_ 1 1.000
#> JC27_158.2_MA_S33_ 1 0.000
#> JC27_162.1_MA_S33_ 2 0.000
#> JC27_163.1_MA_S33_ 2 0.249
#> JC27_165.1_MA_S33_ 2 0.000
#> JC27_166.1_MA_S33_ 2 0.000
#> JC27_167.1_MA_S33_ 1 0.000
#> JC27_169.1_MA_S33_ 1 0.502
#> JC27_171.1_MA_S33_ 2 0.000
#> JC27_162.2_MA_S33_ 1 0.000
#> JC27_165.2_MA_S33_ 1 0.751
#> JC27_166.2_MA_S33_ 2 0.000
#> JC27_167.2_MA_S33_ 2 0.000
#> JC27_170.2_MA_S33_ 2 1.000
#> JC27_173.1_MA_S33_ 2 0.000
#> JC27_174.1_MA_S33_ 2 0.000
#> JC27_177.1_big_MA_S33_ 1 1.000
#> JC27_180.1_W_MA_S33_ 1 0.000
#> JC27_181.1_MA_S33_ 2 0.000
#> JC27_182.1_W_MA_S33_ 2 0.000
#> JC27_173.2_big_MA_S33_ 1 0.502
#> JC27_175.2_MA_S33_ 2 0.000
#> JC27_176.2_W_MA_S33_ 2 0.000
#> JC27_177.2_MA_S33_ 1 0.000
#> JC27_178.2_MA_S33_ 1 0.000
#> JC27_179.2_MA_S33_ 1 0.000
#> JC27_180.2_W_MA_S33_ 2 0.000
#> JC27_181.2_big_MA_S33_ 1 0.000
#> JC27_182.2_W_MA_S33_ 1 0.000
#> JC27_183.2_MA_S33_ 1 0.000
#> JC27_184.2_MA_S33_ 2 0.502
#> JC27_186.1_MA_S33_ 1 0.000
#> JC27_187.1_MA_S33_ 1 1.000
#> JC27_188.1_MA_S33_ 1 0.000
#> JC27_189.1_MA_S33_ 1 1.000
#> JC27_190.1_MA_S33_ 1 1.000
#> JC27_191.1_MA_S33_ 1 1.000
#> JC27_193.1_._big_MA_S33_ 2 0.000
#> JC27_193.3_MA_S33_ 1 0.747
#> JC27_185.2_MA_S33_ 1 0.249
#> JC27_186.2_MA_S33_ 1 0.253
#> JC27_189.2_MA_S33_ 1 0.498
#> JC27_190.2_MA_S33_ 2 0.000
#> JC27_191.2_MA_S33_ 2 0.000
#> JC27_192.2_W_MA_S33_ 1 0.000
#> JC27_193.2_MA_S33_ 1 0.249
#> JC27_193.4_MA_S33_ 2 0.000
#> JC27_195.2_MA_S33_ 1 1.000
#> JC27_196.2_MA_S33_ 1 0.000
#> JC28_197.1_FE_S33_ 2 0.000
#> JC28_198.1_FE_S33_ 1 0.000
#> JC28_200.1.23_FE_S33_ 1 0.000
#> JC28_201.1.23_FE_S33_ 1 0.000
#> JC28_202.1_FE_S33_ 1 0.747
#> JC28_203.1_FE_S33_ 1 0.000
#> JC28_205.1_FE_S33_ 1 0.000
#> JC28_206.1_FE_S33_ 1 1.000
#> JC28_207.1_FE_S33_ 1 1.000
#> JC28_208.1_FE_S33_ 1 0.000
#> JC28_197.2_FE_S33_ 1 0.000
#> JC28_198.2_big_FE_S33_ 1 0.000
#> JC28_199.2.23_FE_S33_ 1 0.000
#> JC28_201.2.23_FE_S33_ 1 0.000
#> JC28_202.2_FE_S33_ 2 0.000
#> JC28_203.2_FE_S33_ 2 0.000
#> JC28_204.2_FE_S33_ 1 0.751
#> JC28_205.2_FE_S33_ 1 0.000
#> JC28_206.2_FE_S33_ 2 0.249
#> JC28_207.2_FE_S33_ 1 0.000
#> JC28_208.2_FE_S33_ 1 0.000
#> JC28_210.1_FE_S33_ 1 0.000
#> JC28_211.1_FE_S33_ 2 0.000
#> JC28_213.1.26_FE_S33_ 1 0.000
#> JC28_214.1.26_FE_S33_ 2 0.000
#> JC28_215.1.26_FE_S33_ 2 0.000
#> JC28_216.1.26_FE_S33_ 1 0.747
#> JC28_218.1_FE_S33_ 2 0.000
#> JC28_220.1_FE_S33_ 1 0.000
#> JC28_209.2_FE_S33_ 1 0.000
#> JC28_216.2.26_FE_S33_ 1 0.000
#> JC28_217.2.26_FE_S33_ 2 0.000
#> JC28_218.2_FE_S33_ 2 0.000
#> JC28_222.1_FE_S33_ 1 0.000
#> JC28_228.1.29_FE_S33_ 1 0.498
#> JC28_231.1_FE_S33_ 1 0.000
#> JC28_232.1_FE_S33_ 1 0.000
#> JC28_221.2_FE_S33_ 1 0.000
#> JC28_222.2_FE_S33_ 1 0.000
#> JC28_223.2_FE_S33_ 1 0.000
#> JC28_224.2_FE_S33_ 2 0.000
#> JC28_225.2.29_FE_S33_ 1 0.000
#> JC28_226.2.29_FE_S33_ 1 0.000
#> JC28_227.2.29_FE_S33_ 1 0.000
#> JC28_229.2.29_FE_S33_ 1 0.000
#> JC28_230.2.29_FE_S33_ 1 0.000
#> JC28_232.2_FE_S33_ 2 0.000
#> JC28_235.1_FE_S33_ 1 0.000
#> JC28_236.1_FE_S33_ 1 0.000
#> JC28_237.1_FE_S33_ 1 0.000
#> JC28_238.1_FE_S33_ 1 0.000
#> JC28_239.1_FE_S33_ 1 0.000
#> JC28_240.1_FE_S33_ 1 0.000
#> JC28_241.1_FE_S33_ 1 0.000
#> JC28_242.1_FE_S33_ 1 0.000
#> JC28_243.1_FE_S33_ 1 0.000
#> JC28_244.1_FE_S33_ 1 0.000
#> JC28_233.2_T_FE_S33_ 1 0.000
#> JC28_234.2_FE_S33_ 1 0.000
#> JC28_235.2_FE_S33_ 1 0.000
#> JC28_236.2_FE_S33_ 1 0.000
#> JC28_237.2_FE_S33_ 1 0.000
#> JC28_238.2_FE_S33_ 1 0.000
#> JC28_239.2_FE_S33_ 1 0.000
#> JC28_240.2_FE_S33_ 1 0.000
#> JC28_241.2_FE_S33_ 1 0.000
#> JC28_242.2_FE_S33_ 1 0.000
#> JC28_243.2_FE_S33_ 1 0.000
#> JC30_245.1_MA 2 0.000
#> JC30_246.1_MA 1 0.000
#> JC30_247.1_MA 1 0.000
#> JC30_248.1.32_MA 1 1.000
#> JC30_249.1.32_MA 2 0.000
#> JC30_250.1.32_MA 1 0.253
#> JC30_251.1_MA 1 0.000
#> JC30_252.3_T_MA 2 0.000
#> JC30_254.1_MA 2 0.000
#> JC30_255.1_MA 2 0.000
#> JC30_256.1_MA 1 0.000
#> JC30_245.2_MA 1 0.751
#> JC30_247.2_MA 1 0.249
#> JC30_248.2.32_MA 1 0.000
#> JC30_249.2.32_MA 1 0.000
#> JC30_250.2.32_MA 1 1.000
#> JC30_251.2_MA 1 0.000
#> JC30_252.2_T_MA 1 0.000
#> JC30_254.3_MA 1 0.000
#> JC30_254.2_._MA 1 0.249
#> JC30_255.2_MA 1 1.000
#> JC30_256.2_MA 1 0.000
#> JC30_257.1_MA 1 0.000
#> JC30_258.1.33_MA 1 0.000
#> JC30_259.1_W.33_MA 1 0.000
#> JC30_260.1_W.33_MA 1 0.000
#> JC30_261.1.34_MA 1 0.000
#> JC30_261.3.34_MA 1 0.000
#> JC30_263.1.34_MA 1 0.000
#> JC30_264.1_W.34_MA 1 0.000
#> JC30_265.1_MA 1 1.000
#> JC30_265.3_._big_MA 2 0.502
#> JC30_265.4_MA 1 0.000
#> JC30_257.2_MA 1 0.000
#> JC30_258.2.33_MA 1 0.000
#> JC30_259.2_W.33_MA 1 0.000
#> JC30_260.2_W.33_MA 1 0.000
#> JC30_261.2_..34_MA 1 0.000
#> JC30_261.4.34_MA 1 0.000
#> JC30_263.2.34_MA 1 0.000
#> JC30_264.2_W.34_MA 1 0.000
#> JC30_265.2_MA 1 0.000
#> JC30_265.5_MA 1 0.000
#> JC30_265.6_MA 2 0.000
#> JC30_269.1_W_MA 1 0.000
#> JC30_270.1_W_MA 1 0.000
#> JC30_271.1_W_MA 1 0.000
#> JC30_272.1_W_MA 2 0.000
#> JC30_273.1_MA 1 1.000
#> JC30_273.3_MA 2 0.000
#> JC30_275.1_T_MA 1 0.249
#> JC30_276.1_MA 1 0.000
#> JC30_277.1_T_MA 1 0.000
#> JC30_277.3_T_MA 1 0.000
#> JC30_279.1_MA 1 0.000
#> JC30_280.1_MA 1 0.000
#> JC30_269.2_W_MA 1 0.000
#> JC30_270.2_W_MA 1 0.000
#> JC30_271.2_W_MA 1 0.000
#> JC30_272.2_W_MA 1 0.502
#> JC30_273.2_._MA 1 1.000
#> JC30_275.3_T_MA 1 0.000
#> JC30_275.2_T_MA 1 0.000
#> JC30_276.2_MA 1 0.000
#> JC30_277.2_T_MA 1 0.000
#> JC30_279.3_._MA 1 0.000
#> JC30_279.2_MA 1 0.000
#> JC30_280.2_MA 1 0.000
#> JC30_281.1_MA 1 0.498
#> JC30_282.1_MA 1 0.000
#> JC30_283.1_MA 1 0.000
#> JC30_284.1_MA 1 0.000
#> JC30_285.1_MA 1 0.000
#> JC30_286.1_MA 1 1.000
#> JC30_287.1_MA 1 0.000
#> JC30_288.1_._MA 1 1.000
#> JC30_288.3_MA 1 0.000
#> JC30_290.1_MA 1 0.000
#> JC30_291.1_MA 1 0.000
#> JC30_292.1_MA 1 0.000
#> JC30_281.2_MA 1 0.000
#> JC30_282.2_MA 1 0.000
#> JC30_284.2_MA 1 0.000
#> JC30_285.2_MA 1 0.000
#> JC30_286.2_MA 1 0.000
#> JC30_287.2_MA 1 0.000
#> JC30_288.2_MA 1 0.000
#> JC30_289.2_MA 1 0.000
#> JC30_289.1_MA 2 0.000
#> JC30_291.2_MA 1 0.000
#> JC30_292.2_MA 1 0.000
#> JC32_293.1_W_ 1 0.000
#> JC32_294.1.37_ 2 0.000
#> JC32_295.1_T.37_ 1 0.000
#> JC32_296.1_T.37_ 1 0.751
#> JC32_296.3_T.37_ 2 0.747
#> JC32_300.3_..38_ 1 0.000
#> JC32_302.1.38_ 1 0.000
#> JC32_293.2_W_ 1 0.249
#> JC32_294.2.37_ 1 0.000
#> JC32_295.2_T_W.37_ 1 0.000
#> JC32_296.2_T.37_ 1 0.000
#> JC32_295.3_T_W.37_ 1 0.000
#> JC32_298.2_big.37_ 1 0.000
#> JC32_299.2_ 1 0.000
#> JC32_300.1_..38_ 1 0.000
#> JC32_300.4_..38_ 1 0.000
#> JC32_302.2.38_ 1 0.000
#> JC32_303.2.38_ 1 0.253
#> JC32_304.2.39_ 1 0.000
#> JC32_305.1.39_ 1 0.000
#> JC32_306.1.39_ 1 0.000
#> JC32_307.1.39_ 1 0.000
#> JC32_308.1.40_ 1 0.000
#> JC32_309.1_..40_ 1 0.000
#> JC32_309.3.40_ 1 0.000
#> JC32_311.1.40_ 1 0.000
#> JC32_312.1.40_ 1 0.249
#> JC32_314.1.41_ 1 0.000
#> JC32_315.3_T.41_ 2 0.000
#> JC32_305.2.39_ 1 0.000
#> JC32_306.2.39_ 1 0.000
#> JC32_307.2.39_ 2 0.000
#> JC32_308.2.40_ 1 0.000
#> JC32_309.2.40_ 2 0.000
#> JC32_309.4.40_ 1 0.751
#> JC32_311.2.40_ 1 0.000
#> JC32_312.2.40_ 1 0.000
#> JC32_313.2.40_ 1 0.249
#> JC32_314.2.41_ 1 0.000
#> JC32_315.2_T.41_ 2 0.249
#> JC32_317.3.41_ 1 0.000
#> JC32_317.1.41_ 1 0.000
#> JC32_318.1.41_ 1 0.000
#> JC32_319.1.41_ 2 0.000
#> JC32_320.1.41_ 2 0.000
#> JC32_321.1.41_ 1 0.000
#> JC32_324.1.42_ 1 0.000
#> JC32_325.1_W.42_ 1 0.000
#> JC32_326.1_..42_ 1 0.000
#> JC32_326.3.42_ 1 0.249
#> JC32_328.1.43_ 2 0.249
#> JC32_317.2_..41_ 1 0.000
#> JC32_318.2.41_ 1 0.000
#> JC32_319.2.41_ 1 0.000
#> JC32_320.2.41_ 1 0.249
#> JC32_321.2.41_ 1 0.000
#> JC32_322.2.41_ 1 0.000
#> JC32_323.2.42_ 1 0.000
#> JC32_325.2_W.42_ 1 0.000
#> JC32_326.2.42_ 1 0.000
#> JC32_327.2.42_ 1 0.000
#> JC32_328.2.43_ 1 0.000
#> JC32_331.1.43_ 1 0.000
#> JC32_331.3.43_ 1 0.000
#> JC32_333.1.43_ 1 0.000
#> JC32_334.1.44_ 1 0.000
#> JC32_335.1.44_ 1 0.000
#> JC32_336.1.44_ 1 0.000
#> JC32_337.1.44_ 1 0.000
#> JC32_338.1.44_ 1 0.000
#> JC32_340.1_T_ 1 0.000
#> JC32_329.2.43_ 2 0.253
#> JC32_331.2.43_ 1 0.249
#> JC32_331.4_._big.43_ 1 0.000
#> JC32_333.2.43_ 2 0.253
#> JC32_334.2.44_ 1 0.000
#> JC32_336.2.44_ 1 0.000
#> JC32_337.2.44_ 1 0.000
#> JC32_338.2.44_ 2 0.000
#> JC32_340.2_T_ 2 0.502
#> JC35_437.1.45_MA_S45_ 1 0.000
#> JC35_437.3_._big.45_MA_S45_ 2 0.000
#> JC35_437.5.45_MA_S45_ 1 0.000
#> JC35_437.7.45_MA_S45_ 1 0.000
#> JC35_441.1.46_MA_S45_ 1 0.747
#> JC35_442.1.46_MA_S45_ 1 0.249
#> JC35_443.1.47_MA_S45_ 1 0.000
#> JC35_444.1_T.47_MA_S45_ 1 0.249
#> JC35_444.3_T.47_MA_S45_ 1 0.000
#> JC35_446.1.48_MA_S45_ 1 0.000
#> JC35_447.1.48_MA_S45_ 1 0.249
#> JC35_448.1.48_MA_S45_ 1 0.000
#> JC35_437.2.45_MA_S45_ 1 0.000
#> JC35_437.4.45_MA_S45_ 1 0.000
#> JC35_437.6.45_MA_S45_ 1 0.000
#> JC35_437.8.45_MA_S45_ 1 0.000
#> JC35_441.2.46_MA_S45_ 1 0.000
#> JC35_442.2.46_MA_S45_ 1 0.000
#> JC35_443.2.47_MA_S45_ 1 0.000
#> JC35_444.2_T.47_MA_S45_ 1 0.502
#> JC35_451.3_._big.48_MA_S45_ 1 0.000
#> JC35_446.2.48_MA_S45_ 1 1.000
#> JC35_447.2.48_MA_S45_ 1 0.000
#> JC35_448.2.48_MA_S45_ 2 0.000
#> JC35_449.1.48_MA_S45_ 2 0.249
#> JC35_450.1.48_MA_S45_ 1 0.000
#> JC35_451.1.48_MA_S45_ 1 0.502
#> JC35_452.1_adi_MA_S45_ 1 0.000
#> JC35_453.1_._MA_S45_ 2 0.000
#> JC35_453.3_MA_S45_ 1 0.249
#> JC35_455.1_T_MA_S45_ 1 0.000
#> JC35_457.1.49_MA_S45_ 2 0.000
#> JC35_458.1.49_MA_S45_ 1 1.000
#> JC35_459.1.50_MA_S45_ 2 0.000
#> JC35_460.1.50_MA_S45_ 2 0.000
#> JC35_449.2.48_MA_S45_ 1 0.000
#> JC35_450.2.48_MA_S45_ 1 0.498
#> JC35_451.2.48_MA_S45_ 2 0.000
#> JC35_445.1_adi_MA_S45_ 1 0.249
#> JC35_453.2_MA_S45_ 2 0.000
#> JC35_455.3_T_MA_S45_ 1 0.249
#> JC35_459.2.50_MA_S45_ 1 0.000
#> JC35_460.2.50_MA_S45_ 2 0.249
#> JC35_461.1_._MA_S45_ 1 0.000
#> JC35_461.4_._MA_S45_ 1 0.000
#> JC35_463.1_MA_S45_ 1 0.000
#> JC35_464.1.51_MA_S45_ 2 0.000
#> JC35_465.1_T.51_MA_S45_ 1 0.498
#> JC35_465.3_T.51_MA_S45_ 1 0.000
#> JC35_467.3_..52_MA_S45_ 1 0.000
#> JC35_467.4_..52_MA_S45_ 1 0.249
#> JC35_470.1_._MA_S45_ 1 0.249
#> JC35_470.3_MA_S45_ 1 0.000
#> JC35_472.1_MA_S45_ 2 0.000
#> JC35_461.2_._MA_S45_ 1 0.000
#> JC35_463.2_MA_S45_ 1 0.000
#> JC35_464.2.51_MA_S45_ 2 0.000
#> JC35_465.2_T.51_MA_S45_ 1 0.000
#> JC35_467.1_..52_MA_S45_ 1 0.000
#> JC35_467.2_..52_MA_S45_ 1 0.751
#> JC35_469.3_T.52_MA_S45_ 2 0.000
#> JC35_469.2_T.52_MA_S45_ 1 0.000
#> JC35_470.2_MA_S45_ 1 0.000
#> JC35_475.3_T_MA_S45_ 1 0.000
#> JC35_484.1_MA_S45_ 1 0.000
#> JC35_473.1_MA_S45_ 2 0.000
#> JC35_474.1_MA_S45_ 2 0.000
#> JC35_475.1_T_MA_S45_ 1 0.000
#> JC35_476.1_W.53_MA_S45_ 2 0.751
#> JC35_477.1.53_MA_S45_ 1 0.000
#> JC35_478.1.53_MA_S45_ 1 0.000
#> JC35_479.1_MA_S45_ 1 0.751
#> JC35_480.1_W.54_MA_S45_ 2 0.249
#> JC35_481.1.54_MA_S45_ 1 0.000
#> JC35_482.1.55_MA_S45_ 2 0.000
#> JC35_483.1_W.55_MA_S45_ 1 0.249
#> JC35_472.2_MA_S45_ 1 0.000
#> JC35_473.2_MA_S45_ 1 0.502
#> JC35_474.2_MA_S45_ 2 0.000
#> JC35_475.2_T_MA_S45_ 1 0.000
#> JC35_476.2_W.53_MA_S45_ 1 0.000
#> JC35_477.2.53_MA_S45_ 1 0.502
#> JC35_478.2.53_MA_S45_ 2 0.000
#> JC35_479.2_MA_S45_ 1 0.000
#> JC35_480.2_W.54_MA_S45_ 1 0.000
#> JC35_481.2.54_MA_S45_ 1 0.249
#> JC35_482.2.55_MA_S45_ 2 1.000
#> JC35_483.2_W.55_MA_S45_ 1 0.000
#> JC35_484.2_MA_S45_ 1 0.000
#> JC36_490.4_._W.57_MA_S46_ 2 0.000
#> JC36_492.3.57_MA_S46_ 2 0.000
#> JC36_495.1.58_MA_S46_ 2 1.000
#> JC36_496.1.58_MA_S46_ 1 0.000
#> JC36_486.2_T.56_MA_S46_ 1 0.000
#> JC36_488.2.56_MA_S46_ 2 0.000
#> JC36_489.2.56_MA_S46_ 2 0.000
#> JC36_490.2_._W.57_MA_S46_ 2 0.000
#> JC36_490.3_._W.57_MA_S46_ 2 0.249
#> JC36_492.2.57_MA_S46_ 1 0.000
#> JC36_495.3_..58_MA_S46_ 2 0.000
#> JC36_494.2.58_MA_S46_ 2 0.249
#> JC36_495.2.58_MA_S46_ 2 0.253
#> JC36_500.1_MA_S46_ 2 0.249
#> JC36_503.1_._adi_MA_S46_ 2 0.000
#> JC36_507.3.59_MA_S46_ 2 0.000
#> JC36_500.2_MA_S46_ 2 0.498
#> JC36_503.3_MA_S46_ 2 0.000
#> JC36_503.2_MA_S46_ 1 0.747
#> JC36_505.2.59_MA_S46_ 2 0.249
#> JC36_506.2.59_MA_S46_ 2 0.249
#> JC36_507.2.59_MA_S46_ 2 0.000
#> JC36_514.1.62_MA_S46_ 2 0.249
#> JC36_515.3.62_MA_S46_ 2 0.000
#> JC36_515.5.62_MA_S46_ 2 0.000
#> JC36_518.1_._MA_S46_ 2 0.000
#> JC36_520.1_T_MA_S46_ 2 0.000
#> JC36_512.2_W.61_MA_S46_ 2 0.000
#> JC36_513.2_MA_S46_ 2 0.000
#> JC36_514.2.62_MA_S46_ 1 0.000
#> JC36_515.2.62_MA_S46_ 1 0.751
#> JC36_515.4.62_MA_S46_ 2 0.000
#> JC36_515.6.62_MA_S46_ 1 1.000
#> JC36_518.2_._MA_S46_ 1 0.000
#> JC36_523.1.63_MA_S46_ 1 0.502
#> JC36_524.1_..63_MA_S46_ 2 0.000
#> JC36_524.3.63_MA_S46_ 1 0.000
#> JC36_524.5.63_MA_S46_ 2 0.000
#> JC36_527.1_MA_S46_ 1 0.000
#> JC36_528.1_MA_S46_ 2 0.000
#> JC36_529.1_._MA_S46_ 1 1.000
#> JC36_531.1_MA_S46_ 2 0.249
#> JC36_521.2_MA_S46_ 1 0.502
#> JC36_522.2_MA_S46_ 1 0.000
#> JC36_523.2.63_MA_S46_ 2 0.000
#> JC36_524.2.63_MA_S46_ 2 0.000
#> JC36_531.3_._MA_S46_ 2 0.000
#> JC36_528.2_MA_S46_ 2 0.751
#> JC37_534.1.64_MA_S46_ 2 0.000
#> JC37_537.1_MA_S46_ 2 0.000
#> JC37_539.1_..65_MA_S46_ 2 1.000
#> JC37_539.3.65_MA_S46_ 2 0.249
#> JC37_541.1.65_MA_S46_ 2 0.000
#> JC37_533.2_._W.64_MA_S46_ 2 0.000
#> JC37_534.3.64_MA_S46_ 2 0.000
#> JC37_534.5.64_MA_S46_ 2 0.000
#> JC37_537.2_MA_S46_ 2 0.000
#> JC37_538.2_MA_S46_ 2 0.249
#> JC37_539.2.65_MA_S46_ 1 1.000
#> JC37_542.2.65_MA_S46_ 2 0.000
#> JC37_549.1_MA_S46_ 1 0.000
#> JC37_556.1.66_MA_S46_ 2 0.000
#> JC37_547.2_MA_S46_ 2 0.000
#> JC37_549.2_MA_S46_ 2 0.000
#> JC37_551.2_MA_S46_ 2 0.249
#> JC37_554.2_MA_S46_ 2 0.249
#> JC37_557.1_ery.66_MA_S46_ 2 0.000
#> JC37_558.1.66_MA_S46_ 2 0.502
#> JC37_559.1_ery.66_MA_S46_ 1 1.000
#> JC37_566.1.67_MA_S46_ 1 0.249
#> JC37_558.2_ery.66_MA_S46_ 1 1.000
#> JC37_559.2_ery.66_MA_S46_ 1 0.000
#> JC37_561.2_MA_S46_ 2 0.000
#> JC37_562.2_._ery.67_MA_S46_ 1 0.249
#> JC37_562.3_..67_MA_S46_ 1 0.747
#> JC37_565.2.67_MA_S46_ 1 0.751
#> JC37_566.2.67_MA_S46_ 1 0.000
#> JC37_567.2.67_MA_S46_ 2 0.000
#> JC37_571.1_..68_MA_S46_ 1 0.000
#> JC37_573.1_MA_S46_ 1 0.000
#> JC37_574.1_T_MA_S46_ 1 0.498
#> JC37_574.3_T_MA_S46_ 1 0.000
#> JC37_577.1.69_MA_S46_ 1 1.000
#> JC37_578.1_MA_S46_ 2 0.000
#> JC37_569.2_MA_S46_ 1 0.000
#> JC37_571.3_..68_MA_S46_ 2 0.253
#> JC37_574.2_T_MA_S46_ 2 0.000
#> JC37_578.2_MA_S46_ 2 0.000
#> JC39_583.1.70_FE_S23_ 2 0.000
#> JC39_585.1_T.70_FE_S23_ 1 1.000
#> JC39_581.4.70_FE_S23_ 2 0.000
#> JC39_584.2_div.70_FE_S23_ 2 0.000
#> JC39_587.2.70_FE_S23_ 2 0.000
#> JC39_589.2.71_FE_S23_ 2 0.000
#> JC39_593.1.71_FE_S23_ 2 0.751
#> JC39_595.1.72_FE_S23_ 2 0.000
#> JC39_597.1_T_FE_S23_ 1 0.000
#> JC39_597.3_T_FE_S23_ 2 0.000
#> JC39_601.1_FE_S23_ 2 0.502
#> JC39_602.1_FE_S23_ 2 0.000
#> JC39_593.2.71_FE_S23_ 1 1.000
#> JC39_595.2.72_FE_S23_ 2 0.000
#> JC39_596.2.72_FE_S23_ 2 0.000
#> JC39_597.2_T_FE_S23_ 2 0.000
#> JC39_603.3_T_FE_S23_ 2 0.000
#> JC39_599.2_FE_S23_ 2 0.253
#> JC39_600.2_FE_S23_ 2 0.000
#> JC39_603.2_T_FE_S23_ 2 0.000
#> JC39_615.1_FE_S23_ 2 0.000
#> JC39_616.1_FE_S23_ 2 0.000
#> JC39_606.2_FE_S23_ 2 0.000
#> JC39_608.2_FE_S23_ 2 0.000
#> JC39_618.4_._FE_S23_ 1 0.000
#> JC39_610.2_FE_S23_ 2 0.751
#> JC39_611.2_FE_S23_ 1 0.000
#> JC39_613.2.73_FE_S23_ 1 0.000
#> JC39_618.3_._FE_S23_ 2 0.000
#> JC39_619.1_FE_S23_ 1 0.000
#> JC39_620.1_FE_S23_ 2 0.000
#> JC39_621.1_._FE_S23_ 1 0.000
#> JC39_621.3_FE_S23_ 1 0.502
#> JC39_623.1_FE_S23_ 2 0.000
#> JC39_624.3_T_FE_S23_ 1 0.253
#> JC39_626.1_T_FE_S23_ 2 0.000
#> JC39_628.1_FE_S23_ 2 0.000
#> JC39_618.1_._FE_S23_ 2 0.253
#> JC39_618.2_._FE_S23_ 2 0.000
#> JC39_620.2_FE_S23_ 2 0.000
#> JC39_624.2_T_FE_S23_ 2 0.000
#> JC39_628.2_FE_S23_ 2 0.502
#> JC40_629.1.74_FE_S23_ 1 0.000
#> JC40_630.1.74_FE_S23_ 2 0.498
#> JC40_631.1.74_FE_S23_ 1 1.000
#> JC40_634.1.75_FE_S23_ 1 0.000
#> JC40_635.1_T.76_FE_S23_ 1 0.000
#> JC40_635.3_T.76_FE_S23_ 1 0.249
#> JC40_637.1.76_FE_S23_ 2 0.249
#> JC40_638.1_T.76_FE_S23_ 2 0.000
#> JC40_639.1_FE_S23_ 2 0.000
#> JC40_640.1_FE_S23_ 2 0.000
#> JC40_629.2.74_FE_S23_ 1 0.000
#> JC40_630.2.74_FE_S23_ 2 0.249
#> JC40_631.2.74_FE_S23_ 1 0.498
#> JC40_634.2.75_FE_S23_ 2 0.502
#> JC40_635.2_T.76_FE_S23_ 1 0.249
#> JC40_638.3_T.76_FE_S23_ 1 0.000
#> JC40_637.2.76_FE_S23_ 1 0.747
#> JC40_638.2_T.76_FE_S23_ 2 0.000
#> JC40_639.2_FE_S23_ 2 0.502
#> JC40_641.1_FE_S23_ 1 0.502
#> JC40_642.1_FE_S23_ 1 0.000
#> JC40_643.1.77_FE_S23_ 1 0.000
#> JC40_645.1.77_FE_S23_ 1 0.000
#> JC40_646.1.77_FE_S23_ 1 0.000
#> JC40_647.1_FE_S23_ 1 0.000
#> JC40_648.1.78_FE_S23_ 2 0.000
#> JC40_652.1_FE_S23_ 1 0.253
#> JC40_641.2_FE_S23_ 2 0.000
#> JC40_643.2.77_FE_S23_ 2 0.502
#> JC40_645.2.77_FE_S23_ 1 1.000
#> JC40_646.2.77_FE_S23_ 2 0.000
#> JC40_647.2_FE_S23_ 1 1.000
#> JC40_648.2.78_FE_S23_ 2 0.000
#> JC40_649.2_T.78_FE_S23_ 2 0.000
#> JC40_652.3_._FE_S23_ 2 0.000
#> JC40_652.2_FE_S23_ 1 1.000
#> JC40_654.1_FE_S23_ 1 0.502
#> JC40_656.1.79_FE_S23_ 2 0.000
#> JC40_657.1_..79_FE_S23_ 2 0.000
#> JC40_657.3.79_FE_S23_ 1 0.000
#> JC40_660.1.79_FE_S23_ 2 0.000
#> JC40_660.5.79_FE_S23_ 1 1.000
#> JC40_663.1_FE_S23_ 2 0.000
#> JC40_653.2_W_FE_S23_ 2 0.000
#> JC40_654.2_FE_S23_ 2 0.000
#> JC40_655.2.79_FE_S23_ 1 0.000
#> JC40_656.2.79_FE_S23_ 2 0.000
#> JC40_657.2.79_FE_S23_ 2 0.249
#> JC40_659.2.79_FE_S23_ 2 0.249
#> JC40_660.2.79_FE_S23_ 2 0.000
#> JC40_660.4.79_FE_S23_ 2 0.000
#> JC40_663.2_FE_S23_ 1 1.000
#> JC40_664.2.80_FE_S23_ 1 0.249
#> JC40_666.1.81_FE_S23_ 2 0.249
#> JC40_667.1.81_FE_S23_ 1 0.000
#> JC40_669.1.81_FE_S23_ 1 0.000
#> JC40_670.1_W.81_FE_S23_ 1 0.000
#> JC40_671.1.82_FE_S23_ 1 0.000
#> JC40_672.1.82_FE_S23_ 2 0.000
#> JC40_673.1.82_FE_S23_ 1 0.502
#> JC40_674.1_T_FE_S23_ 2 0.000
#> JC40_674.3_T_FE_S23_ 2 0.000
#> JC40_676.1_T_FE_S23_ 1 0.249
#> JC40_665.2.80_FE_S23_ 1 0.000
#> JC40_666.2.81_FE_S23_ 1 1.000
#> JC40_667.2.81_FE_S23_ 1 0.253
#> JC40_668.2.81_FE_S23_ 1 0.000
#> JC40_669.2.81_FE_S23_ 1 0.000
#> JC40_670.2_W.81_FE_S23_ 1 0.498
#> JC40_671.2.82_FE_S23_ 1 0.000
#> JC40_672.2.82_FE_S23_ 1 0.502
#> JC40_673.2.82_FE_S23_ 2 0.253
#> JC40_674.2_T_FE_S23_ 1 1.000
#> JC40_676.2_T_FE_S23_ 1 0.249
#> JC41_683.1.85_FE_S52_ 2 0.000
#> JC41_684.1.85_FE_S52_ 2 0.000
#> JC41_685.1.85_FE_S52_ 1 0.249
#> JC41_686.1_..85_FE_S52_ 1 0.249
#> JC41_686.3.85_FE_S52_ 2 0.502
#> JC41_680.3_FE_S52_ 1 0.249
#> JC41_681.2.84_FE_S52_ 1 0.249
#> JC41_683.2.85_FE_S52_ 2 0.249
#> JC41_684.2.85_FE_S52_ 1 0.747
#> JC41_685.2.85_FE_S52_ 2 0.751
#> JC41_686.2.85_FE_S52_ 1 1.000
#> JC41_688.1_._FE_S52_ 2 0.000
#> JC41_688.2_._FE_S52_ 2 0.000
#> JC41_690.1.86_FE_S52_ 2 0.000
#> JC41_691.1.86_FE_S52_ 2 0.000
#> JC41_693.1_FE_S52_ 2 0.253
#> JC41_694.1_FE_S52_ 2 0.000
#> JC41_695.1_W.87_FE_S52_ 1 0.498
#> JC41_696.1.87_FE_S52_ 2 0.000
#> JC41_697.1_._FE_S52_ 2 0.249
#> JC41_699.1.88_FE_S52_ 1 0.751
#> JC41_700.1_T.88_FE_S52_ 2 0.000
#> JC41_691.2.86_FE_S52_ 2 0.253
#> JC41_692.2_FE_S52_ 1 1.000
#> JC41_695.2_W.87_FE_S52_ 2 0.000
#> JC41_700.2_T_FE_S52_ 2 0.000
#> JC41_701.1_W_FE_S52_ 2 0.000
#> JC41_702.3_FE_S52_ 2 0.000
#> JC41_704.1_FE_S52_ 2 0.502
#> JC41_705.1_._FE_S52_ 2 0.000
#> JC41_705.3_FE_S52_ 2 0.000
#> JC41_708.1_T.89_FE_S52_ 2 0.000
#> JC41_711.1.90_FE_S52_ 2 1.000
#> JC41_712.1.90_FE_S52_ 2 0.000
#> JC41_701.2_W_FE_S52_ 2 0.000
#> JC41_702.2_FE_S52_ 2 0.000
#> JC41_708.3_T.89_FE_S52_ 2 0.000
#> JC41_705.2_FE_S52_ 1 0.751
#> JC41_709.2.90_FE_S52_ 2 0.000
#> JC41_710.2_W.90_FE_S52_ 2 0.000
#> JC41_711.2.90_FE_S52_ 2 0.000
#> JC41_712.2.90_FE_S52_ 2 0.000
#> JC41_713.1.90_FE_S52_ 2 0.000
#> JC41_721.1.91_FE_S52_ 1 1.000
#> JC41_724.1_FE_S52_ 2 0.000
#> JC41_713.2.90_FE_S52_ 1 0.249
#> JC41_715.2_FE_S52_ 1 1.000
#> JC41_716.2_FE_S52_ 1 0.751
#> JC41_722.3_T.91_FE_S52_ 2 0.000
#> JC41_721.2.91_FE_S52_ 2 0.000
#> JC41_723.2.91_FE_S52_ 2 0.000
#> JC43_725.1_T.92_FE_S27_ 2 0.000
#> JC43_725.3_T.92_FE_S27_ 2 0.000
#> JC43_727.1_T.92_FE_S27_ 2 0.000
#> JC43_729.1_T.92_FE_S27_ 1 0.000
#> JC43_729.3_T.92_FE_S27_ 2 0.000
#> JC43_731.1.92_FE_S27_ 2 1.000
#> JC43_732.1.93_FE_S27_ 2 0.747
#> JC43_736.1.94_FE_S27_ 2 0.502
#> JC43_725.2_T.92_FE_S27_ 2 0.000
#> JC43_727.3_T.92_FE_S27_ 2 0.751
#> JC43_729.2_T.92_FE_S27_ 2 0.000
#> JC43_734.3_T.92_FE_S27_ 2 0.000
#> JC43_731.2.92_FE_S27_ 1 0.751
#> JC43_733.2.93_FE_S27_ 2 0.000
#> JC43_734.2_T.94_FE_S27_ 2 0.000
#> JC43_736.2.94_FE_S27_ 1 0.000
#> JC43_738.3_T.95_FE_S27_ 2 0.249
#> JC43_740.1.95_FE_S27_ 1 0.498
#> JC43_743.1_..95_FE_S27_ 2 0.000
#> JC43_743.4_..95_FE_S27_ 2 0.000
#> JC43_746.1_T.95_FE_S27_ 2 0.000
#> JC43_747.3.95_FE_S27_ 1 0.000
#> JC43_738.2_T.95_FE_S27_ 2 0.502
#> JC43_746.3_T.95_FE_S27_ 2 0.751
#> JC43_740.4.95_FE_S27_ 2 0.751
#> JC43_742.2.95_FE_S27_ 1 0.000
#> JC43_743.2_..95_FE_S27_ 2 0.249
#> JC43_743.3_..95_FE_S27_ 2 0.249
#> JC43_745.2.95_FE_S27_ 1 0.249
#> JC43_746.2_T.95_FE_S27_ 2 0.502
#> JC43_749.3.95_FE_S27_ 2 0.000
#> JC43_749.4.95_FE_S27_ 1 0.502
#> JC43_751.1_FE_S27_ 2 0.000
#> JC43_752.3_FE_S27_ 2 0.249
#> JC43_755.1_..96_FE_S27_ 2 0.000
#> JC43_755.3.96_FE_S27_ 2 0.000
#> JC43_758.1.97_FE_S27_ 2 0.502
#> JC43_759.1_T.97_FE_S27_ 2 0.000
#> JC43_759.3_T.97_FE_S27_ 2 0.000
#> JC43_749.2.95_FE_S27_ 1 0.249
#> JC43_752.2_FE_S27_ 2 0.249
#> JC43_754.3_T.96_FE_S27_ 2 0.000
#> JC43_754.2_T.96_FE_S27_ 2 0.000
#> JC43_755.2.96_FE_S27_ 2 0.000
#> JC43_757.3.96_FE_S27_ 2 0.253
#> JC43_758.2.97_FE_S27_ 2 0.502
#> JC43_759.2_T.97_FE_S27_ 1 0.000
#> JC43_761.1_T.97_FE_S27_ 2 1.000
#> JC43_763.1.98_FE_S27_ 2 0.000
#> JC43_764.1.98_FE_S27_ 2 0.000
#> JC43_765.1.98_FE_S27_ 2 0.000
#> JC43_767.1_FE_S27_ 2 0.000
#> JC43_768.1_FE_S27_ 2 0.751
#> JC43_769.1_FE_S27_ 2 0.000
#> JC43_761.2_T.97_FE_S27_ 1 0.498
#> JC43_763.2.98_FE_S27_ 2 0.000
#> JC43_764.2.98_FE_S27_ 2 0.000
#> JC43_765.2.98_FE_S27_ 2 0.000
#> JC43_766.2_ery.98_FE_S27_ 1 0.000
#> JC43_767.2_FE_S27_ 2 0.502
#> JC43_768.2_FE_S27_ 2 0.253
#> JC43_771.2_FE_S27_ 1 0.000
#> JC43_772.2_FE_S27_ 2 0.000
#> JC44_775.1.99_FE_S27_ 2 0.000
#> JC44_776.1_._FE_S27_ 2 0.502
#> JC44_780.1_FE_S27_ 2 0.000
#> JC44_781.1_FE_S27_ 2 0.249
#> JC44_782.1.100_FE_S27_ 2 0.000
#> JC44_783.1.100_FE_S27_ 1 0.000
#> JC44_784.1.100_FE_S27_ 1 0.000
#> JC44_773.2_W.99_FE_S27_ 2 0.000
#> JC44_774.2.99_FE_S27_ 2 0.253
#> JC44_775.2.99_FE_S27_ 2 1.000
#> JC44_778.2_FE_S27_ 2 0.000
#> JC44_778.4_FE_S27_ 2 0.000
#> JC44_782.2.100_FE_S27_ 2 0.000
#> JC44_783.2.100_FE_S27_ 2 0.249
#> JC44_785.1_..100_FE_S27_ 2 0.000
#> JC44_788.1_big_adipo_FE_S27_ 1 0.000
#> JC44_789.3_FE_S27_ 2 0.253
#> JC44_792.1_FE_S27_ 2 0.000
#> JC44_795.1_FE_S27_ 1 0.000
#> JC44_796.1_._FE_S27_ 2 0.498
#> JC44_785.2.100_FE_S27_ 1 0.000
#> JC44_787.3_T_FE_S27_ 1 0.249
#> JC44_787.2_T_FE_S27_ 2 0.000
#> JC44_788.2_FE_S27_ 2 1.000
#> JC44_798.1.101_FE_S27_ 2 1.000
#> JC44_799.1.101_FE_S27_ 2 0.502
#> JC44_804.1_T_FE_S27_ 2 0.000
#> JC44_798.2.101_FE_S27_ 2 0.000
#> JC44_799.2.101_FE_S27_ 2 0.502
#> JC44_801.2.102_FE_S27_ 2 0.000
#> JC44_802.2.102_FE_S27_ 2 0.000
#> JC44_803.2.102_FE_S27_ 2 0.000
#> JC44_807.2.103_FE_S27_ 2 0.000
#> JC44_808.4.103_FE_S27_ 2 0.000
#> JC44_810.1_T.103_FE_S27_ 2 0.502
#> JC44_810.3_T.103_FE_S27_ 2 0.751
#> JC44_812.1.103_FE_S27_ 2 0.249
#> JC44_813.1_T.104_FE_S27_ 1 0.747
#> JC44_814.1.104_FE_S27_ 1 0.000
#> JC44_815.1.105_FE_S27_ 2 0.000
#> JC44_816.1.105_FE_S27_ 2 0.751
#> JC44_817.1_._FE_S27_ 1 0.000
#> JC44_817.3_FE_S27_ 2 0.249
#> JC44_808.5.103_FE_S27_ 2 0.000
#> JC44_813.3_T_FE_S27_ 2 0.000
#> JC44_812.2.103_FE_S27_ 1 1.000
#> JC44_813.2_T.104_FE_S27_ 1 0.000
#> JC44_814.2.104_FE_S27_ 1 0.249
#> JC44_815.2.105_FE_S27_ 2 0.249
#> JC44_816.2.105_FE_S27_ 1 0.000
#> JC44_820.2_FE_S27_ 1 0.000
#> JC45_823.1.106_FE_S30_ 2 0.000
#> JC45_824.1.106_FE_S30_ 2 0.751
#> JC45_828.1.107_FE_S30_ 2 0.502
#> JC45_829.1.107_FE_S30_ 2 0.751
#> JC45_830.5_FE_S30_ 2 0.000
#> JC45_830.3_FE_S30_ 2 0.751
#> JC45_821.2.106_FE_S30_ 2 0.000
#> JC45_823.2.106_FE_S30_ 2 0.000
#> JC45_824.2.106_FE_S30_ 1 0.000
#> JC45_826.2.107_FE_S30_ 2 0.751
#> JC45_827.2.107_FE_S30_ 2 0.000
#> JC45_828.2.107_FE_S30_ 2 0.751
#> JC45_835.3_T.108_FE_S30_ 1 0.000
#> JC45_833.1_FE_S30_ 2 0.000
#> JC45_836.1.109_FE_S30_ 2 0.751
#> JC45_839.1.110_FE_S30_ 1 0.000
#> JC45_840.1.110_FE_S30_ 2 0.751
#> JC45_841.1_big_FE_S30_ 2 0.249
#> JC45_843.1_FE_S30_ 2 0.502
#> JC45_844.1.111_FE_S30_ 2 0.000
#> JC45_833.2_FE_S30_ 2 0.751
#> JC45_834.2.108_FE_S30_ 1 0.000
#> JC45_835.2_T.108_FE_S30_ 1 0.000
#> JC45_837.2_T.109_FE_S30_ 2 1.000
#> JC45_850.3.112_FE_S30_ 1 0.498
#> JC45_839.2.110_FE_S30_ 2 0.249
#> JC45_840.2.110_FE_S30_ 1 0.249
#> JC45_841.2_FE_S30_ 1 0.502
#> JC45_846.1.111_FE_S30_ 2 0.751
#> JC45_847.1_FE_S30_ 2 1.000
#> JC45_848.1_FE_S30_ 2 0.751
#> JC45_850.1_..112_FE_S30_ 2 0.751
#> JC45_851.1.112_FE_S30_ 1 0.000
#> JC45_852.1.112_FE_S30_ 2 0.000
#> JC45_852.3.112_FE_S30_ 2 0.498
#> JC45_854.1.112_FE_S30_ 2 0.000
#> JC45_855.1.112_FE_S30_ 2 0.000
#> JC45_846.2.111_FE_S30_ 1 0.000
#> JC45_848.2_FE_S30_ 2 0.502
#> JC45_849.2_FE_S30_ 2 0.249
#> JC45_851.2_ery.112_FE_S30_ 1 0.000
#> JC45_852.2_..112_FE_S30_ 2 0.498
#> JC45_857.1_FE_S30_ 2 0.000
#> JC45_858.1_FE_S30_ 2 0.751
#> JC45_862.1_FE_S30_ 1 0.000
#> JC45_864.1_._FE_S30_ 2 0.000
#> JC45_866.1_FE_S30_ 2 0.253
#> JC45_867.1.113_FE_S30_ 2 1.000
#> JC45_857.2_FE_S30_ 2 0.751
#> JC45_858.2_FE_S30_ 2 0.249
#> JC45_853.1_FE_S30_ 2 0.000
#> JC45_853.2_FE_S30_ 2 0.502
#> JC45_866.2_FE_S30_ 2 0.751
#> JC46_870.1.114_FE_S30_ 2 0.249
#> JC46_872.1.114_FE_S30_ 1 0.000
#> JC46_874.1_FE_S30_ 2 0.000
#> JC46_878.3.115_FE_S30_ 2 0.249
#> JC46_878.4.115_FE_S30_ 2 0.253
#> JC46_869.2.114_FE_S30_ 1 0.751
#> JC46_873.2_FE_S30_ 2 0.000
#> JC46_875.2_T_FE_S30_ 2 0.000
#> JC46_877.3_T_FE_S30_ 2 0.498
#> JC46_877.2_T_FE_S30_ 1 0.000
#> JC46_878.2.115_FE_S30_ 2 0.502
#> JC46_878.6.115_FE_S30_ 1 0.000
#> JC46_878.7.115_FE_S30_ 1 0.000
#> JC46_884.1_FE_S30_ 2 0.249
#> JC46_888.1.117_FE_S30_ 2 0.000
#> JC46_889.1_FE_S30_ 2 0.751
#> JC46_890.1_FE_S30_ 2 1.000
#> JC46_891.1.118_FE_S30_ 1 0.000
#> JC46_892.1_T.118_FE_S30_ 2 0.000
#> JC46_878.8.115_FE_S30_ 2 0.751
#> JC46_883.2.116_FE_S30_ 2 0.000
#> JC46_884.2_FE_S30_ 2 1.000
#> JC46_885.2_FE_S30_ 2 0.249
#> JC46_890.2_FE_S30_ 2 0.000
#> JC46_892.2_T.118_FE_S30_ 2 0.000
#> JC46_896.1.118_FE_S30_ 2 0.249
#> JC46_898.1_FE_S30_ 2 0.000
#> JC46_900.1.119_FE_S30_ 2 1.000
#> JC46_901.1.119_FE_S30_ 1 0.249
#> JC46_904.1.120_FE_S30_ 2 0.751
#> JC46_894.2.118_FE_S30_ 2 0.000
#> JC46_895.2.118_FE_S30_ 2 0.000
#> JC46_898.2_FE_S30_ 2 0.000
#> JC46_900.2.119_FE_S30_ 2 0.000
#> JC46_901.2.119_FE_S30_ 2 0.751
#> JC46_905.1.120_FE_S30_ 2 0.249
#> JC46_906.1.120_FE_S30_ 2 1.000
#> JC46_908.1_T_FE_S30_ 1 1.000
#> JC46_913.1_FE_S30_ 2 0.000
#> JC46_914.1_FE_S30_ 2 0.253
#> JC46_915.1_FE_S30_ 2 0.502
#> JC46_916.1_FE_S30_ 2 0.249
#> JC46_906.2_..120_FE_S30_ 1 1.000
#> JC46_908.3_T_FE_S30_ 2 0.000
#> JC46_908.2_T_FE_S30_ 1 0.000
#> JC46_910.2.121_FE_S30_ 2 0.000
#> JC46_913.2_FE_S30_ 2 0.253
#> JC46_915.2_FE_S30_ 2 0.000
#> JC48P4_938_HSC_FE_S8_ 2 0.000
#> JC48P4_1002_HSC_FE_S8_ 2 0.000
#> JC48P7_1026_HSC_FE_S8_ 1 0.502
#> JC48P7_1036_HSC_FE_S8_ 2 0.000
#> JC48P7_1043_HSC_FE_S8_ 2 0.000
#> JC48P7_1078_HSC_FE_S8_ 1 0.000
#> JC48P7_1085_HSC_FE_S8_ 1 0.000
#> JC48P7_1096_HSC_FE_S8_ 2 0.000
#> JC48P6_1116_HSC_FE_S8_ 2 0.000
#> JC48P6_1122_HSC_FE_S8_ 2 0.253
#> JC48P6_1124_HSC_FE_S8_ 2 0.000
#> JC48P6_1126_HSC_FE_S8_ 2 0.000
#> JC48P6_1132_HSC_FE_S8_ 2 0.000
#> JC48P6_1190_HSC_FE_S8_ 2 0.000
get_classes(res, k = 3)
#> class p
#> JC4_349_HSC_FE_S13_ 1 0.000
#> JC4_350_HSC_FE_S13_ 1 0.000
#> JC4_351_HSC_FE_S13_ 1 0.000
#> JC4_352_HSC_FE_S13_ 1 0.000
#> JC4_353_HSC_FE_S13_ 1 0.000
#> JC4_354_HSC_FE_S13_ 1 0.000
#> JC4_355_HSC_FE_S13_ 1 0.000
#> JC4_356_HSC_FE_S13_ 1 0.751
#> JC4_357_HSC_FE_S13_ 1 0.000
#> JC4_358_HSC_FE_S13_ 1 0.000
#> JC4_359_HSC_FE_S13_ 1 0.000
#> JC4_361_HSC_FE_S13_ 1 0.000
#> JC4_362_HSC_FE_S13_ 1 0.000
#> JC4_364_HSC_FE_S13_ 1 0.000
#> JC4_365_HSC_FE_S13_ 1 0.502
#> JC4_366_HSC_FE_S13_ 1 1.000
#> JC4_368_HSC_FE_S13_ 1 0.000
#> JC4_369_HSC_FE_S13_ 1 0.000
#> JC4_371_HSC_FE_S13_ 1 0.000
#> JC4_372_HSC_FE_S13_ 1 0.000
#> JC4_373_HSC_FE_S13_ 2 0.000
#> JC4_374_HSC_FE_S13_ 1 0.000
#> JC4_375_HSC_FE_S13_ 1 0.000
#> JC4_376_HSC_FE_S13_ 1 0.000
#> JC4_377_HSC_FE_S13_ 1 0.000
#> JC4_378_HSC_FE_S13_ 1 0.000
#> JC4_379_HSC_FE_S13_ 1 0.000
#> JC4_380_HSC_FE_S13_ 1 0.000
#> JC4_382_HSC_FE_S13_ 1 0.249
#> JC4_383_HSC_FE_S13_ 1 0.000
#> JC4_385_HSC_FE_S13_ 1 0.000
#> JC4_386_HSC_FE_S13_ 1 0.000
#> JC4_387_HSC_FE_S13_ 1 0.000
#> JC4_388_HSC_FE_S13_ 1 0.000
#> JC4_389_HSC_FE_S13_ 1 0.502
#> JC4_390_HSC_FE_S13_ 1 1.000
#> JC4_391_HSC_FE_S13_ 1 0.000
#> JC4_392_HSC_FE_S13_ 1 0.000
#> JC4_393_HSC_FE_S13_ 1 0.000
#> JC4_394_HSC_FE_S13_ 1 0.000
#> JC4_395_HSC_FE_S13_ 1 0.000
#> JC4_397_HSC_FE_S13_ 2 1.000
#> JC4_398_HSC_FE_S13_ 1 0.000
#> JC4_399_HSC_FE_S13_ 1 1.000
#> JC4_401_HSC_FE_S13_ 1 0.000
#> JC4_402_HSC_FE_S13_ 1 0.000
#> JC4_403_HSC_FE_S13_ 1 0.000
#> JC4_404_HSC_FE_S13_ 1 0.000
#> JC4_405_HSC_FE_S13_ 1 0.000
#> JC4_406_HSC_FE_S13_ 1 0.000
#> JC4_407_HSC_FE_S13_ 1 0.000
#> JC4_408_HSC_FE_S13_ 1 0.000
#> JC4_409_HSC_FE_S13_ 1 0.000
#> JC4_410_HSC_FE_S13_ 1 0.000
#> JC4_411_HSC_FE_S13_ 1 0.000
#> JC4_412_HSC_FE_S13_ 1 0.000
#> JC4_413_HSC_FE_S13_ 1 0.000
#> JC4_414_HSC_FE_S13_ 1 0.000
#> JC4_415_HSC_FE_S13_ 1 0.000
#> JC4_416_HSC_FE_S13_ 1 0.000
#> JC4_417_HSC_FE_S13_ 1 0.000
#> JC4_418_HSC_FE_S13_ 1 0.000
#> JC4_419_HSC_FE_S13_ 1 0.000
#> JC4_420_HSC_FE_S13_ 1 0.000
#> JC4_421_HSC_FE_S13_ 1 0.000
#> JC4_422_HSC_FE_S13_ 1 0.000
#> JC4_423_HSC_FE_S13_ 1 0.000
#> JC4_424_HSC_FE_S13_ 1 0.000
#> JC4_425_HSC_FE_S13_ 1 0.000
#> JC4_426_HSC_FE_S13_ 1 0.000
#> JC4_427_HSC_FE_S13_ 1 0.000
#> JC4_428_HSC_FE_S13_ 1 0.000
#> JC4_429_HSC_FE_S13_ 1 0.000
#> JC4_430_HSC_FE_S13_ 1 0.000
#> JC4_431_HSC_FE_S13_ 1 0.000
#> JC4_432_HSC_FE_S13_ 1 0.000
#> JC4_433_HSC_FE_S13_ 1 0.000
#> JC4_434_HSC_FE_S13_ 1 0.000
#> JC4_435_HSC_FE_S13_ 1 0.000
#> JC4_436_HSC_FE_S13_ 1 0.000
#> JC20_1.1_FE_S25_ 1 0.000
#> JC20_2.1_FE_S25_ 1 0.249
#> JC20_3.1_FE_S25_ 1 0.000
#> JC20_4.1_FE_S25_ 1 0.000
#> JC20_5.1_FE_S25_ 1 0.000
#> JC20_6.1_FE_S25_ 1 0.000
#> JC20_7.1_FE_S25_ 1 0.000
#> JC20_8.1_FE_S25_ 1 0.000
#> JC20_9.1_FE_S25_ 1 0.000
#> JC20_10.1_FE_S25_ 1 0.000
#> JC20_11.1_FE_S25_ 1 0.000
#> JC20_12.1_FE_S25_ 1 0.000
#> JC20_1.2_FE_S25_ 1 0.000
#> JC20_2.2_FE_S25_ 1 0.000
#> JC20_3.2_FE_S25_ 1 0.000
#> JC20_4.2_FE_S25_ 1 1.000
#> JC20_6.2_FE_S25_ 1 0.000
#> JC20_7.2_FE_S25_ 1 0.000
#> JC20_8.2_FE_S25_ 1 0.000
#> JC20_9.2_FE_S25_ 1 0.000
#> JC20_10.2_FE_S25_ 1 0.000
#> JC20_11.2_FE_S25_ 1 1.000
#> JC20_12.2_FE_S25_ 1 0.000
#> JC20_13.1_FE_S25_ 1 0.000
#> JC20_14.1_FE_S25_ 1 0.000
#> JC20_15.1_FE_S25_ 1 0.000
#> JC20_16.1_FE_S25_ 1 0.000
#> JC20_17.1_FE_S25_ 1 0.000
#> JC20_18.1_FE_S25_ 2 0.000
#> JC20_19.1_FE_S25_ 1 0.000
#> JC20_20.1_FE_S25_ 1 0.000
#> JC20_21.1_FE_S25_ 1 0.000
#> JC20_22.1_FE_S25_ 1 0.000
#> JC20_23.1_FE_S25_ 2 0.000
#> JC20_24.1_FE_S25_ 1 0.000
#> JC20_13.2_FE_S25_ 1 0.000
#> JC20_14.2_FE_S25_ 1 0.000
#> JC20_15.2_FE_S25_ 1 0.000
#> JC20_16.2_FE_S25_ 1 0.000
#> JC20_17.2_FE_S25_ 1 0.000
#> JC20_18.2_FE_S25_ 1 0.000
#> JC20_19.2_FE_S25_ 1 0.000
#> JC20_20.2_FE_S25_ 2 0.000
#> JC20_21.2_FE_S25_ 1 0.249
#> JC20_22.2_big_FE_S25_ 1 0.000
#> JC20_23.2_FE_S25_ 1 1.000
#> JC20_24.2_FE_S25_ 1 0.000
#> JC20_25.1_FE_S25_ 1 0.000
#> JC20_26.1_FE_S25_ 2 0.000
#> JC20_27.1_FE_S25_ 1 0.000
#> JC20_33.1_FE_S25_ 1 0.253
#> JC20_34.1_FE_S25_ 1 0.249
#> JC20_36.1_FE_S25_ 1 0.000
#> JC20_25.2_FE_S25_ 1 0.000
#> JC20_26.2_FE_S25_ 1 0.249
#> JC20_27.2_FE_S25_ 1 0.000
#> JC20_28.2_FE_S25_ 1 0.249
#> JC20_29.2_FE_S25_ 1 0.000
#> JC20_30.2_FE_S25_ 1 0.000
#> JC20_31.2_FE_S25_ 1 0.000
#> JC20_33.2_FE_S25_ 1 0.000
#> JC20_34.2_FE_S25_ 1 0.000
#> JC20_35.2_FE_S25_ 1 0.000
#> JC20_36.2_FE_S25_ 1 1.000
#> JC20_37.1_FE_S25_ 1 0.000
#> JC20_39.1_FE_S25_ 1 0.000
#> JC20_41.1_FE_S25_ 1 0.000
#> JC20_42.1.1_FE_S25_ 1 0.000
#> JC20_43.1.1_FE_S25_ 1 0.000
#> JC20_44.1.1_FE_S25_ 1 0.000
#> JC20_45.1.2_FE_S25_ 1 0.000
#> JC20_46.1.2_FE_S25_ 1 0.000
#> JC20_48.1.2_FE_S25_ 3 0.000
#> JC20_37.2_FE_S25_ 1 0.000
#> JC20_38.2_FE_S25_ 1 0.000
#> JC20_39.2_FE_S25_ 1 0.000
#> JC20_40.2_FE_S25_ 1 1.000
#> JC20_41.2_FE_S25_ 2 1.000
#> JC20_42.2.1_FE_S25_ 3 0.000
#> JC20_43.2.1_FE_S25_ 2 0.000
#> JC20_44.2.1_FE_S25_ 1 0.000
#> JC20_45.2.2_FE_S25_ 1 0.000
#> JC20_46.2.2_FE_S25_ 3 1.000
#> JC20_48.2.2_FE_S25_ 1 0.000
#> JC21_49.1_FE_S25_ 1 1.000
#> JC21_50.1_FE_S25_ 2 0.000
#> JC21_52.1_FE_S25_ 1 0.000
#> JC21_53.1_FE_S25_ 2 0.000
#> JC21_54.1_FE_S25_ 1 0.000
#> JC21_55.1_FE_S25_ 2 0.000
#> JC21_56.1_FE_S25_ 2 0.249
#> JC21_57.1_FE_S25_ 1 0.000
#> JC21_58.1_FE_S25_ 1 0.000
#> JC21_59.1_FE_S25_ 1 0.000
#> JC21_60.1_FE_S25_ 1 0.000
#> JC21_49.2_FE_S25_ 2 0.253
#> JC21_50.2_FE_S25_ 1 0.000
#> JC21_52.2_FE_S25_ 1 0.000
#> JC21_53.2_FE_S25_ 2 0.000
#> JC21_54.2_FE_S25_ 1 0.000
#> JC21_55.2_FE_S25_ 2 0.000
#> JC21_57.2_FE_S25_ 2 0.000
#> JC21_58.2_FE_S25_ 1 0.751
#> JC21_59.2_FE_S25_ 2 0.000
#> JC21_61.1_FE_S25_ 2 0.000
#> JC21_62.1_FE_S25_ 2 0.000
#> JC21_63.1_FE_S25_ 2 0.000
#> JC21_64.1_FE_S25_ 2 0.000
#> JC21_65.1_FE_S25_ 1 1.000
#> JC21_66.1_FE_S25_ 1 0.000
#> JC21_67.1_FE_S25_ 1 1.000
#> JC21_68.1_FE_S25_ 1 0.000
#> JC21_70.1_FE_S25_ 1 0.000
#> JC21_71.1_FE_S25_ 2 0.000
#> JC21_72.1_FE_S25_ 1 0.000
#> JC21_61.2_FE_S25_ 2 0.000
#> JC21_62.2_FE_S25_ 2 0.000
#> JC21_63.2_FE_S25_ 1 0.000
#> JC21_64.2_FE_S25_ 2 0.000
#> JC21_65.2_FE_S25_ 2 0.000
#> JC21_69.2_FE_S25_ 1 0.000
#> JC21_70.2_FE_S25_ 1 0.000
#> JC21_71.2_FE_S25_ 1 0.000
#> JC21_72.2_FE_S25_ 1 0.000
#> JC21_73.1_FE_S25_ 1 0.000
#> JC21_74.1_FE_S25_ 3 0.000
#> JC21_75.1_FE_S25_ 1 0.000
#> JC21_77.1_FE_S25_ 1 0.000
#> JC21_78.1_FE_S25_ 2 0.000
#> JC21_79.1_FE_S25_ 1 0.000
#> JC21_80.1_FE_S25_ 1 1.000
#> JC21_81.1_FE_S25_ 3 0.000
#> JC21_82.1_FE_S25_ 1 1.000
#> JC21_73.2_FE_S25_ 2 0.000
#> JC21_74.2_FE_S25_ 1 1.000
#> JC21_75.2_FE_S25_ 1 0.000
#> JC21_77.2_FE_S25_ 1 1.000
#> JC21_78.2_FE_S25_ 1 0.000
#> JC21_79.2_FE_S25_ 1 0.000
#> JC21_81.2_FE_S25_ 1 0.000
#> JC21_82.2_FE_S25_ 1 0.000
#> JC21_83.2_FE_S25_ 1 0.000
#> JC21_84.2_FE_S25_ 1 0.000
#> JC21_85.1_FE_S25_ 1 0.000
#> JC21_86.1_FE_S25_ 1 0.000
#> JC21_87.1_FE_S25_ 1 0.000
#> JC21_88.1_FE_S25_ 1 0.751
#> JC21_89.1_FE_S25_ 1 0.000
#> JC21_90.1_FE_S25_ 1 0.000
#> JC21_91.1_FE_S25_ 1 0.000
#> JC21_92.1_FE_S25_ 1 0.000
#> JC21_93.1_FE_S25_ 1 0.000
#> JC21_94.1_FE_S25_ 1 0.000
#> JC21_95.1_FE_S25_ 1 0.000
#> JC21_96.1_FE_S25_ 1 0.000
#> JC21_85.2_FE_S25_ 2 0.000
#> JC21_86.2_FE_S25_ 1 0.000
#> JC21_87.2_FE_S25_ 1 0.751
#> JC21_88.2_FE_S25_ 2 1.000
#> JC21_89.2_FE_S25_ 1 0.000
#> JC21_90.2_FE_S25_ 1 0.000
#> JC21_91.2_FE_S25_ 1 0.000
#> JC21_92.2_FE_S25_ 1 0.000
#> JC21_93.2_FE_S25_ 1 0.000
#> JC21_94.2_FE_S25_ 1 0.000
#> JC21_95.2_FE_S25_ 1 0.000
#> JC21_96.2_FE_S25_ 1 0.000
#> JC26_98.1_S32_ 1 0.000
#> JC26_102.1_S32_ 1 1.000
#> JC26_103.1_S32_ 3 0.000
#> JC26_104.1_S32_ 3 0.000
#> JC26_106.1.3_S32_ 2 0.000
#> JC26_108.1.3_S32_ 1 0.000
#> JC26_98.2_S32_ 1 0.000
#> JC26_101.2_S32_ 1 0.000
#> JC26_102.2_S32_ 3 0.000
#> JC26_103.2_S32_ 2 0.249
#> JC26_105.2.3_S32_ 2 0.000
#> JC26_106.2.3_S32_ 1 0.000
#> JC26_107.2.3_S32_ 1 1.000
#> JC26_108.2.3_S32_ 2 0.000
#> JC26_109.1.3_S32_ 1 1.000
#> JC26_110.1.4_S32_ 1 0.498
#> JC26_111.1.4_S32_ 1 0.751
#> JC26_112.1.4_S32_ 3 0.000
#> JC26_113.1.4_S32_ 2 0.000
#> JC26_115.1.5_S32_ 2 0.000
#> JC26_117.1.5_S32_ 1 0.000
#> JC26_119.1_W.6_S32_ 3 0.000
#> JC26_120.1.6_S32_ 2 0.000
#> JC26_110.2.4_S32_ 1 1.000
#> JC26_112.2.4_S32_ 3 0.000
#> JC26_113.2.4_S32_ 2 0.000
#> JC26_114.2_S32_ 1 1.000
#> JC26_115.2.5_S32_ 1 1.000
#> JC26_117.2.5_S32_ 1 1.000
#> JC26_118.2_S32_ 1 0.000
#> JC26_120.2.6_S32_ 1 1.000
#> JC26_122.1.6_S32_ 1 0.000
#> JC26_123.1.6_S32_ 1 0.000
#> JC26_129.1_W.7_S32_ 1 1.000
#> JC26_124.2.6_S32_ 2 1.000
#> JC26_125.2.6_S32_ 2 0.000
#> JC26_126.2_S32_ 1 0.000
#> JC26_127.2_S32_ 3 0.000
#> JC26_129.2_W.7_S32_ 1 0.000
#> JC26_130.2.7_S32_ 1 1.000
#> JC26_131.2.7_S32_ 1 0.000
#> JC26_132.2.7_S32_ 1 0.000
#> JC26_135.1.7_S32_ 1 0.000
#> JC26_136.1.7_S32_ 1 0.000
#> JC26_137.1.8_S32_ 1 0.000
#> JC26_147.8_S32_ 1 0.000
#> JC26_139.1.8_S32_ 1 0.000
#> JC26_140.1.8_S32_ 2 0.751
#> JC26_141.1_S32_ 1 0.000
#> JC26_142.1_S32_ 1 0.249
#> JC26_144.1_S32_ 1 0.000
#> JC26_134.2.7_S32_ 1 0.502
#> JC26_135.2.7_S32_ 3 0.000
#> JC26_136.2.7_S32_ 3 0.000
#> JC26_137.2.8_S32_ 2 0.000
#> JC26_140.2.8_S32_ 1 0.000
#> JC26_141.2_S32_ 1 0.249
#> JC26_143.2_W_S32_ 1 1.000
#> JC26_144.2_S32_ 1 0.000
#> JC27_149.1_W.9_MA_S33_ 1 1.000
#> JC27_151.1.9_MA_S33_ 1 0.000
#> JC27_152.1.9_MA_S33_ 1 1.000
#> JC27_153.1.9_MA_S33_ 1 1.000
#> JC27_154.1.9_MA_S33_ 1 0.249
#> JC27_155.1.9_MA_S33_ 1 0.000
#> JC27_156.1.9_MA_S33_ 1 1.000
#> JC27_158.1_MA_S33_ 1 1.000
#> JC27_159.1_MA_S33_ 1 1.000
#> JC27_160.1_MA_S33_ 1 1.000
#> JC27_150.2.9_MA_S33_ 1 1.000
#> JC27_151.2_big.9_MA_S33_ 2 0.751
#> JC27_152.2.9_MA_S33_ 2 1.000
#> JC27_154.2.9_MA_S33_ 1 1.000
#> JC27_155.2.9_MA_S33_ 1 1.000
#> JC27_156.2.9_MA_S33_ 3 0.000
#> JC27_157.2_MA_S33_ 1 1.000
#> JC27_158.2_MA_S33_ 1 0.502
#> JC27_162.1_MA_S33_ 2 0.000
#> JC27_163.1_MA_S33_ 2 0.000
#> JC27_165.1_MA_S33_ 2 0.000
#> JC27_166.1_MA_S33_ 2 0.000
#> JC27_167.1_MA_S33_ 1 0.000
#> JC27_169.1_MA_S33_ 2 0.000
#> JC27_171.1_MA_S33_ 1 1.000
#> JC27_162.2_MA_S33_ 1 0.000
#> JC27_165.2_MA_S33_ 1 1.000
#> JC27_166.2_MA_S33_ 3 0.000
#> JC27_167.2_MA_S33_ 3 0.000
#> JC27_170.2_MA_S33_ 2 0.000
#> JC27_173.1_MA_S33_ 3 0.000
#> JC27_174.1_MA_S33_ 3 0.000
#> JC27_177.1_big_MA_S33_ 1 1.000
#> JC27_180.1_W_MA_S33_ 1 1.000
#> JC27_181.1_MA_S33_ 2 0.000
#> JC27_182.1_W_MA_S33_ 2 0.000
#> JC27_173.2_big_MA_S33_ 1 1.000
#> JC27_175.2_MA_S33_ 3 0.000
#> JC27_176.2_W_MA_S33_ 2 0.000
#> JC27_177.2_MA_S33_ 1 0.000
#> JC27_178.2_MA_S33_ 1 0.000
#> JC27_179.2_MA_S33_ 1 0.000
#> JC27_180.2_W_MA_S33_ 1 1.000
#> JC27_181.2_big_MA_S33_ 1 0.000
#> JC27_182.2_W_MA_S33_ 1 1.000
#> JC27_183.2_MA_S33_ 1 0.000
#> JC27_184.2_MA_S33_ 2 0.000
#> JC27_186.1_MA_S33_ 1 0.000
#> JC27_187.1_MA_S33_ 1 0.751
#> JC27_188.1_MA_S33_ 1 0.000
#> JC27_189.1_MA_S33_ 1 1.000
#> JC27_190.1_MA_S33_ 1 1.000
#> JC27_191.1_MA_S33_ 1 0.498
#> JC27_193.1_._big_MA_S33_ 2 1.000
#> JC27_193.3_MA_S33_ 1 1.000
#> JC27_185.2_MA_S33_ 1 0.253
#> JC27_186.2_MA_S33_ 1 0.249
#> JC27_189.2_MA_S33_ 1 0.498
#> JC27_190.2_MA_S33_ 3 0.000
#> JC27_191.2_MA_S33_ 2 0.000
#> JC27_192.2_W_MA_S33_ 1 0.000
#> JC27_193.2_MA_S33_ 1 1.000
#> JC27_193.4_MA_S33_ 3 0.000
#> JC27_195.2_MA_S33_ 1 1.000
#> JC27_196.2_MA_S33_ 1 0.000
#> JC28_197.1_FE_S33_ 2 0.000
#> JC28_198.1_FE_S33_ 1 0.000
#> JC28_200.1.23_FE_S33_ 1 0.000
#> JC28_201.1.23_FE_S33_ 1 0.000
#> JC28_202.1_FE_S33_ 1 0.747
#> JC28_203.1_FE_S33_ 1 0.000
#> JC28_205.1_FE_S33_ 1 0.000
#> JC28_206.1_FE_S33_ 1 0.249
#> JC28_207.1_FE_S33_ 1 1.000
#> JC28_208.1_FE_S33_ 1 0.000
#> JC28_197.2_FE_S33_ 1 0.000
#> JC28_198.2_big_FE_S33_ 1 0.000
#> JC28_199.2.23_FE_S33_ 1 0.000
#> JC28_201.2.23_FE_S33_ 1 0.000
#> JC28_202.2_FE_S33_ 1 1.000
#> JC28_203.2_FE_S33_ 3 0.000
#> JC28_204.2_FE_S33_ 1 0.502
#> JC28_205.2_FE_S33_ 1 0.000
#> JC28_206.2_FE_S33_ 1 1.000
#> JC28_207.2_FE_S33_ 1 0.000
#> JC28_208.2_FE_S33_ 1 0.000
#> JC28_210.1_FE_S33_ 1 0.000
#> JC28_211.1_FE_S33_ 3 1.000
#> JC28_213.1.26_FE_S33_ 1 0.000
#> JC28_214.1.26_FE_S33_ 3 0.000
#> JC28_215.1.26_FE_S33_ 3 0.000
#> JC28_216.1.26_FE_S33_ 1 0.249
#> JC28_218.1_FE_S33_ 2 0.000
#> JC28_220.1_FE_S33_ 1 0.000
#> JC28_209.2_FE_S33_ 1 0.000
#> JC28_216.2.26_FE_S33_ 1 0.000
#> JC28_217.2.26_FE_S33_ 1 0.747
#> JC28_218.2_FE_S33_ 2 0.000
#> JC28_222.1_FE_S33_ 1 0.000
#> JC28_228.1.29_FE_S33_ 1 0.000
#> JC28_231.1_FE_S33_ 1 0.000
#> JC28_232.1_FE_S33_ 1 0.000
#> JC28_221.2_FE_S33_ 1 0.000
#> JC28_222.2_FE_S33_ 1 0.000
#> JC28_223.2_FE_S33_ 1 0.000
#> JC28_224.2_FE_S33_ 1 0.751
#> JC28_225.2.29_FE_S33_ 1 0.000
#> JC28_226.2.29_FE_S33_ 1 0.000
#> JC28_227.2.29_FE_S33_ 1 0.000
#> JC28_229.2.29_FE_S33_ 1 0.000
#> JC28_230.2.29_FE_S33_ 1 0.000
#> JC28_232.2_FE_S33_ 2 1.000
#> JC28_235.1_FE_S33_ 1 0.751
#> JC28_236.1_FE_S33_ 1 0.000
#> JC28_237.1_FE_S33_ 1 0.000
#> JC28_238.1_FE_S33_ 1 0.000
#> JC28_239.1_FE_S33_ 1 0.000
#> JC28_240.1_FE_S33_ 1 0.000
#> JC28_241.1_FE_S33_ 1 0.000
#> JC28_242.1_FE_S33_ 1 0.000
#> JC28_243.1_FE_S33_ 1 0.000
#> JC28_244.1_FE_S33_ 1 0.000
#> JC28_233.2_T_FE_S33_ 1 0.000
#> JC28_234.2_FE_S33_ 1 0.000
#> JC28_235.2_FE_S33_ 1 0.000
#> JC28_236.2_FE_S33_ 1 0.000
#> JC28_237.2_FE_S33_ 1 0.000
#> JC28_238.2_FE_S33_ 1 0.000
#> JC28_239.2_FE_S33_ 1 0.000
#> JC28_240.2_FE_S33_ 1 0.000
#> JC28_241.2_FE_S33_ 1 0.000
#> JC28_242.2_FE_S33_ 1 0.000
#> JC28_243.2_FE_S33_ 1 0.000
#> JC30_245.1_MA 2 0.000
#> JC30_246.1_MA 1 1.000
#> JC30_247.1_MA 1 1.000
#> JC30_248.1.32_MA 1 1.000
#> JC30_249.1.32_MA 2 0.000
#> JC30_250.1.32_MA 1 1.000
#> JC30_251.1_MA 1 1.000
#> JC30_252.3_T_MA 3 0.000
#> JC30_254.1_MA 3 1.000
#> JC30_255.1_MA 2 0.000
#> JC30_256.1_MA 1 0.000
#> JC30_245.2_MA 2 1.000
#> JC30_247.2_MA 2 1.000
#> JC30_248.2.32_MA 1 0.000
#> JC30_249.2.32_MA 1 0.747
#> JC30_250.2.32_MA 1 1.000
#> JC30_251.2_MA 1 0.000
#> JC30_252.2_T_MA 1 0.000
#> JC30_254.3_MA 1 0.000
#> JC30_254.2_._MA 1 1.000
#> JC30_255.2_MA 3 0.000
#> JC30_256.2_MA 1 0.000
#> JC30_257.1_MA 1 1.000
#> JC30_258.1.33_MA 1 0.000
#> JC30_259.1_W.33_MA 1 0.000
#> JC30_260.1_W.33_MA 1 0.000
#> JC30_261.1.34_MA 1 0.000
#> JC30_261.3.34_MA 1 0.000
#> JC30_263.1.34_MA 1 0.000
#> JC30_264.1_W.34_MA 1 0.249
#> JC30_265.1_MA 2 0.751
#> JC30_265.3_._big_MA 2 0.000
#> JC30_265.4_MA 1 0.249
#> JC30_257.2_MA 1 1.000
#> JC30_258.2.33_MA 1 0.000
#> JC30_259.2_W.33_MA 1 0.000
#> JC30_260.2_W.33_MA 1 0.000
#> JC30_261.2_..34_MA 1 0.000
#> JC30_261.4.34_MA 1 0.000
#> JC30_263.2.34_MA 1 0.000
#> JC30_264.2_W.34_MA 1 0.751
#> JC30_265.2_MA 1 0.000
#> JC30_265.5_MA 1 0.000
#> JC30_265.6_MA 3 0.000
#> JC30_269.1_W_MA 1 0.000
#> JC30_270.1_W_MA 1 0.000
#> JC30_271.1_W_MA 1 1.000
#> JC30_272.1_W_MA 2 0.000
#> JC30_273.1_MA 1 0.751
#> JC30_273.3_MA 2 0.000
#> JC30_275.1_T_MA 1 0.249
#> JC30_276.1_MA 1 1.000
#> JC30_277.1_T_MA 1 0.000
#> JC30_277.3_T_MA 1 0.000
#> JC30_279.1_MA 1 0.751
#> JC30_280.1_MA 1 0.000
#> JC30_269.2_W_MA 1 0.000
#> JC30_270.2_W_MA 1 1.000
#> JC30_271.2_W_MA 1 0.000
#> JC30_272.2_W_MA 1 1.000
#> JC30_273.2_._MA 1 1.000
#> JC30_275.3_T_MA 1 0.000
#> JC30_275.2_T_MA 1 0.000
#> JC30_276.2_MA 1 1.000
#> JC30_277.2_T_MA 1 0.000
#> JC30_279.3_._MA 1 0.751
#> JC30_279.2_MA 1 0.000
#> JC30_280.2_MA 1 1.000
#> JC30_281.1_MA 1 1.000
#> JC30_282.1_MA 1 0.000
#> JC30_283.1_MA 1 0.000
#> JC30_284.1_MA 1 0.000
#> JC30_285.1_MA 1 0.000
#> JC30_286.1_MA 1 1.000
#> JC30_287.1_MA 1 0.000
#> JC30_288.1_._MA 1 1.000
#> JC30_288.3_MA 1 0.000
#> JC30_290.1_MA 1 0.000
#> JC30_291.1_MA 1 0.000
#> JC30_292.1_MA 1 0.000
#> JC30_281.2_MA 1 0.000
#> JC30_282.2_MA 1 0.000
#> JC30_284.2_MA 1 1.000
#> JC30_285.2_MA 1 1.000
#> JC30_286.2_MA 1 0.000
#> JC30_287.2_MA 1 0.000
#> JC30_288.2_MA 1 0.000
#> JC30_289.2_MA 1 0.000
#> JC30_289.1_MA 2 0.000
#> JC30_291.2_MA 1 0.000
#> JC30_292.2_MA 1 0.000
#> JC32_293.1_W_ 1 1.000
#> JC32_294.1.37_ 3 0.000
#> JC32_295.1_T.37_ 1 0.000
#> JC32_296.1_T.37_ 1 0.751
#> JC32_296.3_T.37_ 3 0.000
#> JC32_300.3_..38_ 1 0.000
#> JC32_302.1.38_ 1 0.000
#> JC32_293.2_W_ 1 1.000
#> JC32_294.2.37_ 1 0.000
#> JC32_295.2_T_W.37_ 1 0.000
#> JC32_296.2_T.37_ 1 0.000
#> JC32_295.3_T_W.37_ 1 0.000
#> JC32_298.2_big.37_ 1 0.000
#> JC32_299.2_ 1 0.000
#> JC32_300.1_..38_ 1 0.000
#> JC32_300.4_..38_ 1 0.000
#> JC32_302.2.38_ 1 0.000
#> JC32_303.2.38_ 1 1.000
#> JC32_304.2.39_ 1 0.000
#> JC32_305.1.39_ 1 0.000
#> JC32_306.1.39_ 1 0.000
#> JC32_307.1.39_ 1 0.000
#> JC32_308.1.40_ 1 0.000
#> JC32_309.1_..40_ 1 0.000
#> JC32_309.3.40_ 1 0.000
#> JC32_311.1.40_ 1 0.000
#> JC32_312.1.40_ 1 0.000
#> JC32_314.1.41_ 1 0.000
#> JC32_315.3_T.41_ 2 0.000
#> JC32_305.2.39_ 1 0.000
#> JC32_306.2.39_ 1 0.000
#> JC32_307.2.39_ 3 0.000
#> JC32_308.2.40_ 1 0.000
#> JC32_309.2.40_ 3 0.000
#> JC32_309.4.40_ 1 0.000
#> JC32_311.2.40_ 1 0.000
#> JC32_312.2.40_ 1 0.000
#> JC32_313.2.40_ 1 1.000
#> JC32_314.2.41_ 1 0.000
#> JC32_315.2_T.41_ 3 0.000
#> JC32_317.3.41_ 1 1.000
#> JC32_317.1.41_ 1 0.000
#> JC32_318.1.41_ 1 0.000
#> JC32_319.1.41_ 3 0.000
#> JC32_320.1.41_ 3 0.000
#> JC32_321.1.41_ 1 0.000
#> JC32_324.1.42_ 1 0.000
#> JC32_325.1_W.42_ 1 0.000
#> JC32_326.1_..42_ 1 0.000
#> JC32_326.3.42_ 1 1.000
#> JC32_328.1.43_ 3 0.000
#> JC32_317.2_..41_ 1 0.000
#> JC32_318.2.41_ 1 0.000
#> JC32_319.2.41_ 1 0.000
#> JC32_320.2.41_ 1 0.000
#> JC32_321.2.41_ 1 0.000
#> JC32_322.2.41_ 1 0.000
#> JC32_323.2.42_ 1 0.000
#> JC32_325.2_W.42_ 1 0.000
#> JC32_326.2.42_ 1 1.000
#> JC32_327.2.42_ 1 0.000
#> JC32_328.2.43_ 1 0.000
#> JC32_331.1.43_ 1 0.000
#> JC32_331.3.43_ 1 0.000
#> JC32_333.1.43_ 1 0.000
#> JC32_334.1.44_ 1 0.000
#> JC32_335.1.44_ 1 1.000
#> JC32_336.1.44_ 1 0.000
#> JC32_337.1.44_ 1 0.000
#> JC32_338.1.44_ 3 0.249
#> JC32_340.1_T_ 1 1.000
#> JC32_329.2.43_ 3 0.000
#> JC32_331.2.43_ 1 0.498
#> JC32_331.4_._big.43_ 1 0.000
#> JC32_333.2.43_ 3 0.000
#> JC32_334.2.44_ 1 0.000
#> JC32_336.2.44_ 1 0.000
#> JC32_337.2.44_ 1 0.000
#> JC32_338.2.44_ 3 0.000
#> JC32_340.2_T_ 3 0.000
#> JC35_437.1.45_MA_S45_ 1 0.751
#> JC35_437.3_._big.45_MA_S45_ 3 0.000
#> JC35_437.5.45_MA_S45_ 1 1.000
#> JC35_437.7.45_MA_S45_ 1 0.000
#> JC35_441.1.46_MA_S45_ 1 0.502
#> JC35_442.1.46_MA_S45_ 1 0.000
#> JC35_443.1.47_MA_S45_ 1 0.000
#> JC35_444.1_T.47_MA_S45_ 1 1.000
#> JC35_444.3_T.47_MA_S45_ 1 0.498
#> JC35_446.1.48_MA_S45_ 2 1.000
#> JC35_447.1.48_MA_S45_ 1 1.000
#> JC35_448.1.48_MA_S45_ 1 0.249
#> JC35_437.2.45_MA_S45_ 1 1.000
#> JC35_437.4.45_MA_S45_ 1 0.502
#> JC35_437.6.45_MA_S45_ 1 0.000
#> JC35_437.8.45_MA_S45_ 1 0.000
#> JC35_441.2.46_MA_S45_ 1 1.000
#> JC35_442.2.46_MA_S45_ 1 1.000
#> JC35_443.2.47_MA_S45_ 1 1.000
#> JC35_444.2_T.47_MA_S45_ 1 1.000
#> JC35_451.3_._big.48_MA_S45_ 1 0.000
#> JC35_446.2.48_MA_S45_ 2 1.000
#> JC35_447.2.48_MA_S45_ 2 1.000
#> JC35_448.2.48_MA_S45_ 2 0.000
#> JC35_449.1.48_MA_S45_ 1 1.000
#> JC35_450.1.48_MA_S45_ 1 1.000
#> JC35_451.1.48_MA_S45_ 1 1.000
#> JC35_452.1_adi_MA_S45_ 1 0.000
#> JC35_453.1_._MA_S45_ 2 0.000
#> JC35_453.3_MA_S45_ 1 1.000
#> JC35_455.1_T_MA_S45_ 1 0.000
#> JC35_457.1.49_MA_S45_ 3 0.000
#> JC35_458.1.49_MA_S45_ 1 1.000
#> JC35_459.1.50_MA_S45_ 2 0.000
#> JC35_460.1.50_MA_S45_ 2 0.000
#> JC35_449.2.48_MA_S45_ 1 1.000
#> JC35_450.2.48_MA_S45_ 1 1.000
#> JC35_451.2.48_MA_S45_ 2 0.000
#> JC35_445.1_adi_MA_S45_ 1 0.253
#> JC35_453.2_MA_S45_ 2 0.000
#> JC35_455.3_T_MA_S45_ 1 0.000
#> JC35_459.2.50_MA_S45_ 3 1.000
#> JC35_460.2.50_MA_S45_ 2 0.000
#> JC35_461.1_._MA_S45_ 1 1.000
#> JC35_461.4_._MA_S45_ 1 0.000
#> JC35_463.1_MA_S45_ 1 1.000
#> JC35_464.1.51_MA_S45_ 3 0.000
#> JC35_465.1_T.51_MA_S45_ 1 0.249
#> JC35_465.3_T.51_MA_S45_ 1 0.000
#> JC35_467.3_..52_MA_S45_ 1 0.000
#> JC35_467.4_..52_MA_S45_ 1 1.000
#> JC35_470.1_._MA_S45_ 1 1.000
#> JC35_470.3_MA_S45_ 1 1.000
#> JC35_472.1_MA_S45_ 2 0.000
#> JC35_461.2_._MA_S45_ 1 1.000
#> JC35_463.2_MA_S45_ 1 0.000
#> JC35_464.2.51_MA_S45_ 2 0.000
#> JC35_465.2_T.51_MA_S45_ 1 0.000
#> JC35_467.1_..52_MA_S45_ 1 0.000
#> JC35_467.2_..52_MA_S45_ 1 1.000
#> JC35_469.3_T.52_MA_S45_ 3 0.000
#> JC35_469.2_T.52_MA_S45_ 1 0.000
#> JC35_470.2_MA_S45_ 1 0.000
#> JC35_475.3_T_MA_S45_ 1 0.000
#> JC35_484.1_MA_S45_ 1 1.000
#> JC35_473.1_MA_S45_ 2 0.000
#> JC35_474.1_MA_S45_ 2 0.000
#> JC35_475.1_T_MA_S45_ 1 1.000
#> JC35_476.1_W.53_MA_S45_ 2 0.249
#> JC35_477.1.53_MA_S45_ 1 0.000
#> JC35_478.1.53_MA_S45_ 1 0.000
#> JC35_479.1_MA_S45_ 1 1.000
#> JC35_480.1_W.54_MA_S45_ 3 0.000
#> JC35_481.1.54_MA_S45_ 1 0.000
#> JC35_482.1.55_MA_S45_ 3 0.000
#> JC35_483.1_W.55_MA_S45_ 1 1.000
#> JC35_472.2_MA_S45_ 1 1.000
#> JC35_473.2_MA_S45_ 1 1.000
#> JC35_474.2_MA_S45_ 2 0.000
#> JC35_475.2_T_MA_S45_ 1 0.000
#> JC35_476.2_W.53_MA_S45_ 1 1.000
#> JC35_477.2.53_MA_S45_ 1 1.000
#> JC35_478.2.53_MA_S45_ 1 0.502
#> JC35_479.2_MA_S45_ 1 0.000
#> JC35_480.2_W.54_MA_S45_ 1 1.000
#> JC35_481.2.54_MA_S45_ 1 0.000
#> JC35_482.2.55_MA_S45_ 2 0.000
#> JC35_483.2_W.55_MA_S45_ 1 0.000
#> JC35_484.2_MA_S45_ 1 1.000
#> JC36_490.4_._W.57_MA_S46_ 2 0.000
#> JC36_492.3.57_MA_S46_ 2 0.000
#> JC36_495.1.58_MA_S46_ 2 0.000
#> JC36_496.1.58_MA_S46_ 1 0.000
#> JC36_486.2_T.56_MA_S46_ 1 1.000
#> JC36_488.2.56_MA_S46_ 2 0.000
#> JC36_489.2.56_MA_S46_ 2 0.000
#> JC36_490.2_._W.57_MA_S46_ 2 0.000
#> JC36_490.3_._W.57_MA_S46_ 2 0.000
#> JC36_492.2.57_MA_S46_ 1 1.000
#> JC36_495.3_..58_MA_S46_ 2 0.000
#> JC36_494.2.58_MA_S46_ 2 0.000
#> JC36_495.2.58_MA_S46_ 2 0.000
#> JC36_500.1_MA_S46_ 2 0.000
#> JC36_503.1_._adi_MA_S46_ 3 0.000
#> JC36_507.3.59_MA_S46_ 2 0.000
#> JC36_500.2_MA_S46_ 2 0.000
#> JC36_503.3_MA_S46_ 2 0.498
#> JC36_503.2_MA_S46_ 1 0.000
#> JC36_505.2.59_MA_S46_ 2 0.000
#> JC36_506.2.59_MA_S46_ 2 0.000
#> JC36_507.2.59_MA_S46_ 2 0.000
#> JC36_514.1.62_MA_S46_ 2 0.000
#> JC36_515.3.62_MA_S46_ 2 0.000
#> JC36_515.5.62_MA_S46_ 2 0.000
#> JC36_518.1_._MA_S46_ 2 0.000
#> JC36_520.1_T_MA_S46_ 2 0.000
#> JC36_512.2_W.61_MA_S46_ 3 0.000
#> JC36_513.2_MA_S46_ 2 0.000
#> JC36_514.2.62_MA_S46_ 1 0.751
#> JC36_515.2.62_MA_S46_ 1 1.000
#> JC36_515.4.62_MA_S46_ 2 0.000
#> JC36_515.6.62_MA_S46_ 2 1.000
#> JC36_518.2_._MA_S46_ 1 0.502
#> JC36_523.1.63_MA_S46_ 1 1.000
#> JC36_524.1_..63_MA_S46_ 2 1.000
#> JC36_524.3.63_MA_S46_ 1 1.000
#> JC36_524.5.63_MA_S46_ 2 0.000
#> JC36_527.1_MA_S46_ 2 1.000
#> JC36_528.1_MA_S46_ 2 0.000
#> JC36_529.1_._MA_S46_ 1 0.249
#> JC36_531.1_MA_S46_ 3 0.000
#> JC36_521.2_MA_S46_ 1 1.000
#> JC36_522.2_MA_S46_ 2 0.249
#> JC36_523.2.63_MA_S46_ 2 0.000
#> JC36_524.2.63_MA_S46_ 2 0.000
#> JC36_531.3_._MA_S46_ 2 0.000
#> JC36_528.2_MA_S46_ 2 0.000
#> JC37_534.1.64_MA_S46_ 2 0.000
#> JC37_537.1_MA_S46_ 3 0.000
#> JC37_539.1_..65_MA_S46_ 1 1.000
#> JC37_539.3.65_MA_S46_ 2 0.000
#> JC37_541.1.65_MA_S46_ 2 0.000
#> JC37_533.2_._W.64_MA_S46_ 3 0.000
#> JC37_534.3.64_MA_S46_ 2 0.000
#> JC37_534.5.64_MA_S46_ 3 0.000
#> JC37_537.2_MA_S46_ 3 0.000
#> JC37_538.2_MA_S46_ 2 0.000
#> JC37_539.2.65_MA_S46_ 3 1.000
#> JC37_542.2.65_MA_S46_ 3 0.000
#> JC37_549.1_MA_S46_ 1 0.000
#> JC37_556.1.66_MA_S46_ 2 0.000
#> JC37_547.2_MA_S46_ 2 0.000
#> JC37_549.2_MA_S46_ 2 0.000
#> JC37_551.2_MA_S46_ 2 0.000
#> JC37_554.2_MA_S46_ 2 0.000
#> JC37_557.1_ery.66_MA_S46_ 1 1.000
#> JC37_558.1.66_MA_S46_ 2 0.000
#> JC37_559.1_ery.66_MA_S46_ 1 0.000
#> JC37_566.1.67_MA_S46_ 1 0.747
#> JC37_558.2_ery.66_MA_S46_ 1 1.000
#> JC37_559.2_ery.66_MA_S46_ 1 0.249
#> JC37_561.2_MA_S46_ 2 0.000
#> JC37_562.2_._ery.67_MA_S46_ 1 0.253
#> JC37_562.3_..67_MA_S46_ 1 0.751
#> JC37_565.2.67_MA_S46_ 1 1.000
#> JC37_566.2.67_MA_S46_ 1 0.000
#> JC37_567.2.67_MA_S46_ 3 0.000
#> JC37_571.1_..68_MA_S46_ 1 0.253
#> JC37_573.1_MA_S46_ 1 1.000
#> JC37_574.1_T_MA_S46_ 1 1.000
#> JC37_574.3_T_MA_S46_ 1 0.000
#> JC37_577.1.69_MA_S46_ 1 0.000
#> JC37_578.1_MA_S46_ 2 0.000
#> JC37_569.2_MA_S46_ 1 0.502
#> JC37_571.3_..68_MA_S46_ 3 0.000
#> JC37_574.2_T_MA_S46_ 3 0.000
#> JC37_578.2_MA_S46_ 2 0.000
#> JC39_583.1.70_FE_S23_ 3 0.000
#> JC39_585.1_T.70_FE_S23_ 1 0.751
#> JC39_581.4.70_FE_S23_ 3 0.000
#> JC39_584.2_div.70_FE_S23_ 3 0.000
#> JC39_587.2.70_FE_S23_ 3 0.000
#> JC39_589.2.71_FE_S23_ 3 0.000
#> JC39_593.1.71_FE_S23_ 3 0.000
#> JC39_595.1.72_FE_S23_ 2 0.000
#> JC39_597.1_T_FE_S23_ 1 0.000
#> JC39_597.3_T_FE_S23_ 3 0.000
#> JC39_601.1_FE_S23_ 2 0.000
#> JC39_602.1_FE_S23_ 2 0.000
#> JC39_593.2.71_FE_S23_ 1 1.000
#> JC39_595.2.72_FE_S23_ 2 0.000
#> JC39_596.2.72_FE_S23_ 2 0.000
#> JC39_597.2_T_FE_S23_ 3 0.000
#> JC39_603.3_T_FE_S23_ 3 0.000
#> JC39_599.2_FE_S23_ 3 0.000
#> JC39_600.2_FE_S23_ 2 0.000
#> JC39_603.2_T_FE_S23_ 3 0.000
#> JC39_615.1_FE_S23_ 2 0.000
#> JC39_616.1_FE_S23_ 3 0.000
#> JC39_606.2_FE_S23_ 3 0.000
#> JC39_608.2_FE_S23_ 3 0.000
#> JC39_618.4_._FE_S23_ 1 0.000
#> JC39_610.2_FE_S23_ 1 1.000
#> JC39_611.2_FE_S23_ 1 0.000
#> JC39_613.2.73_FE_S23_ 1 0.000
#> JC39_618.3_._FE_S23_ 2 0.000
#> JC39_619.1_FE_S23_ 1 0.000
#> JC39_620.1_FE_S23_ 3 0.000
#> JC39_621.1_._FE_S23_ 1 0.000
#> JC39_621.3_FE_S23_ 1 0.000
#> JC39_623.1_FE_S23_ 2 1.000
#> JC39_624.3_T_FE_S23_ 1 1.000
#> JC39_626.1_T_FE_S23_ 3 0.000
#> JC39_628.1_FE_S23_ 2 0.000
#> JC39_618.1_._FE_S23_ 2 0.000
#> JC39_618.2_._FE_S23_ 2 0.000
#> JC39_620.2_FE_S23_ 2 0.000
#> JC39_624.2_T_FE_S23_ 2 0.000
#> JC39_628.2_FE_S23_ 2 0.000
#> JC40_629.1.74_FE_S23_ 1 0.000
#> JC40_630.1.74_FE_S23_ 3 0.000
#> JC40_631.1.74_FE_S23_ 1 1.000
#> JC40_634.1.75_FE_S23_ 1 0.000
#> JC40_635.1_T.76_FE_S23_ 1 0.000
#> JC40_635.3_T.76_FE_S23_ 1 1.000
#> JC40_637.1.76_FE_S23_ 2 0.000
#> JC40_638.1_T.76_FE_S23_ 2 0.000
#> JC40_639.1_FE_S23_ 2 0.000
#> JC40_640.1_FE_S23_ 3 0.000
#> JC40_629.2.74_FE_S23_ 1 0.000
#> JC40_630.2.74_FE_S23_ 2 0.000
#> JC40_631.2.74_FE_S23_ 1 1.000
#> JC40_634.2.75_FE_S23_ 1 1.000
#> JC40_635.2_T.76_FE_S23_ 1 1.000
#> JC40_638.3_T.76_FE_S23_ 1 0.000
#> JC40_637.2.76_FE_S23_ 1 1.000
#> JC40_638.2_T.76_FE_S23_ 3 0.000
#> JC40_639.2_FE_S23_ 2 0.000
#> JC40_641.1_FE_S23_ 1 1.000
#> JC40_642.1_FE_S23_ 1 0.502
#> JC40_643.1.77_FE_S23_ 1 0.498
#> JC40_645.1.77_FE_S23_ 1 0.000
#> JC40_646.1.77_FE_S23_ 1 0.000
#> JC40_647.1_FE_S23_ 1 1.000
#> JC40_648.1.78_FE_S23_ 2 0.000
#> JC40_652.1_FE_S23_ 1 1.000
#> JC40_641.2_FE_S23_ 2 0.000
#> JC40_643.2.77_FE_S23_ 1 1.000
#> JC40_645.2.77_FE_S23_ 3 0.249
#> JC40_646.2.77_FE_S23_ 2 0.000
#> JC40_647.2_FE_S23_ 1 1.000
#> JC40_648.2.78_FE_S23_ 2 0.000
#> JC40_649.2_T.78_FE_S23_ 2 0.000
#> JC40_652.3_._FE_S23_ 2 0.000
#> JC40_652.2_FE_S23_ 2 0.000
#> JC40_654.1_FE_S23_ 1 1.000
#> JC40_656.1.79_FE_S23_ 3 0.000
#> JC40_657.1_..79_FE_S23_ 2 0.000
#> JC40_657.3.79_FE_S23_ 1 0.000
#> JC40_660.1.79_FE_S23_ 3 0.000
#> JC40_660.5.79_FE_S23_ 3 0.498
#> JC40_663.1_FE_S23_ 2 0.000
#> JC40_653.2_W_FE_S23_ 2 0.000
#> JC40_654.2_FE_S23_ 2 0.000
#> JC40_655.2.79_FE_S23_ 1 0.000
#> JC40_656.2.79_FE_S23_ 3 0.000
#> JC40_657.2.79_FE_S23_ 3 0.000
#> JC40_659.2.79_FE_S23_ 3 0.000
#> JC40_660.2.79_FE_S23_ 3 0.000
#> JC40_660.4.79_FE_S23_ 3 0.000
#> JC40_663.2_FE_S23_ 1 0.502
#> JC40_664.2.80_FE_S23_ 2 1.000
#> JC40_666.1.81_FE_S23_ 3 0.000
#> JC40_667.1.81_FE_S23_ 1 0.000
#> JC40_669.1.81_FE_S23_ 1 0.000
#> JC40_670.1_W.81_FE_S23_ 1 0.000
#> JC40_671.1.82_FE_S23_ 1 0.000
#> JC40_672.1.82_FE_S23_ 3 0.249
#> JC40_673.1.82_FE_S23_ 1 0.253
#> JC40_674.1_T_FE_S23_ 2 0.000
#> JC40_674.3_T_FE_S23_ 2 0.000
#> JC40_676.1_T_FE_S23_ 1 0.747
#> JC40_665.2.80_FE_S23_ 1 1.000
#> JC40_666.2.81_FE_S23_ 3 0.000
#> JC40_667.2.81_FE_S23_ 1 1.000
#> JC40_668.2.81_FE_S23_ 1 0.249
#> JC40_669.2.81_FE_S23_ 1 0.000
#> JC40_670.2_W.81_FE_S23_ 1 0.249
#> JC40_671.2.82_FE_S23_ 1 1.000
#> JC40_672.2.82_FE_S23_ 1 1.000
#> JC40_673.2.82_FE_S23_ 2 0.000
#> JC40_674.2_T_FE_S23_ 2 0.253
#> JC40_676.2_T_FE_S23_ 1 1.000
#> JC41_683.1.85_FE_S52_ 3 0.000
#> JC41_684.1.85_FE_S52_ 3 0.000
#> JC41_685.1.85_FE_S52_ 3 0.000
#> JC41_686.1_..85_FE_S52_ 1 1.000
#> JC41_686.3.85_FE_S52_ 3 0.000
#> JC41_680.3_FE_S52_ 3 0.000
#> JC41_681.2.84_FE_S52_ 1 1.000
#> JC41_683.2.85_FE_S52_ 3 0.000
#> JC41_684.2.85_FE_S52_ 3 0.000
#> JC41_685.2.85_FE_S52_ 3 0.000
#> JC41_686.2.85_FE_S52_ 1 1.000
#> JC41_688.1_._FE_S52_ 3 0.000
#> JC41_688.2_._FE_S52_ 2 0.000
#> JC41_690.1.86_FE_S52_ 2 0.000
#> JC41_691.1.86_FE_S52_ 2 0.000
#> JC41_693.1_FE_S52_ 3 0.000
#> JC41_694.1_FE_S52_ 3 0.000
#> JC41_695.1_W.87_FE_S52_ 2 0.000
#> JC41_696.1.87_FE_S52_ 2 0.000
#> JC41_697.1_._FE_S52_ 3 0.000
#> JC41_699.1.88_FE_S52_ 2 0.000
#> JC41_700.1_T.88_FE_S52_ 3 0.000
#> JC41_691.2.86_FE_S52_ 2 0.000
#> JC41_692.2_FE_S52_ 2 0.000
#> JC41_695.2_W.87_FE_S52_ 2 0.000
#> JC41_700.2_T_FE_S52_ 3 0.000
#> JC41_701.1_W_FE_S52_ 3 0.000
#> JC41_702.3_FE_S52_ 2 0.000
#> JC41_704.1_FE_S52_ 3 0.000
#> JC41_705.1_._FE_S52_ 2 0.000
#> JC41_705.3_FE_S52_ 3 0.000
#> JC41_708.1_T.89_FE_S52_ 3 0.000
#> JC41_711.1.90_FE_S52_ 2 0.000
#> JC41_712.1.90_FE_S52_ 2 0.000
#> JC41_701.2_W_FE_S52_ 3 0.000
#> JC41_702.2_FE_S52_ 3 0.000
#> JC41_708.3_T.89_FE_S52_ 2 0.000
#> JC41_705.2_FE_S52_ 1 1.000
#> JC41_709.2.90_FE_S52_ 2 0.000
#> JC41_710.2_W.90_FE_S52_ 2 0.000
#> JC41_711.2.90_FE_S52_ 3 0.000
#> JC41_712.2.90_FE_S52_ 3 0.249
#> JC41_713.1.90_FE_S52_ 3 0.000
#> JC41_721.1.91_FE_S52_ 1 1.000
#> JC41_724.1_FE_S52_ 2 0.000
#> JC41_713.2.90_FE_S52_ 1 0.498
#> JC41_715.2_FE_S52_ 1 1.000
#> JC41_716.2_FE_S52_ 1 1.000
#> JC41_722.3_T.91_FE_S52_ 3 0.000
#> JC41_721.2.91_FE_S52_ 2 0.000
#> JC41_723.2.91_FE_S52_ 2 0.000
#> JC43_725.1_T.92_FE_S27_ 3 0.000
#> JC43_725.3_T.92_FE_S27_ 3 0.000
#> JC43_727.1_T.92_FE_S27_ 1 0.498
#> JC43_729.1_T.92_FE_S27_ 1 1.000
#> JC43_729.3_T.92_FE_S27_ 2 0.000
#> JC43_731.1.92_FE_S27_ 3 0.000
#> JC43_732.1.93_FE_S27_ 2 0.000
#> JC43_736.1.94_FE_S27_ 3 0.000
#> JC43_725.2_T.92_FE_S27_ 3 0.000
#> JC43_727.3_T.92_FE_S27_ 3 0.000
#> JC43_729.2_T.92_FE_S27_ 3 0.000
#> JC43_734.3_T.92_FE_S27_ 2 0.000
#> JC43_731.2.92_FE_S27_ 1 0.751
#> JC43_733.2.93_FE_S27_ 2 0.000
#> JC43_734.2_T.94_FE_S27_ 2 0.000
#> JC43_736.2.94_FE_S27_ 1 0.000
#> JC43_738.3_T.95_FE_S27_ 3 0.000
#> JC43_740.1.95_FE_S27_ 3 1.000
#> JC43_743.1_..95_FE_S27_ 3 0.000
#> JC43_743.4_..95_FE_S27_ 3 0.000
#> JC43_746.1_T.95_FE_S27_ 2 0.000
#> JC43_747.3.95_FE_S27_ 3 0.000
#> JC43_738.2_T.95_FE_S27_ 3 0.000
#> JC43_746.3_T.95_FE_S27_ 3 0.000
#> JC43_740.4.95_FE_S27_ 3 0.000
#> JC43_742.2.95_FE_S27_ 1 0.498
#> JC43_743.2_..95_FE_S27_ 3 0.000
#> JC43_743.3_..95_FE_S27_ 3 0.000
#> JC43_745.2.95_FE_S27_ 3 1.000
#> JC43_746.2_T.95_FE_S27_ 2 0.000
#> JC43_749.3.95_FE_S27_ 3 0.000
#> JC43_749.4.95_FE_S27_ 3 1.000
#> JC43_751.1_FE_S27_ 2 0.000
#> JC43_752.3_FE_S27_ 3 0.000
#> JC43_755.1_..96_FE_S27_ 3 0.000
#> JC43_755.3.96_FE_S27_ 3 0.000
#> JC43_758.1.97_FE_S27_ 2 0.000
#> JC43_759.1_T.97_FE_S27_ 2 0.000
#> JC43_759.3_T.97_FE_S27_ 3 0.000
#> JC43_749.2.95_FE_S27_ 1 1.000
#> JC43_752.2_FE_S27_ 3 0.000
#> JC43_754.3_T.96_FE_S27_ 3 0.000
#> JC43_754.2_T.96_FE_S27_ 3 0.000
#> JC43_755.2.96_FE_S27_ 2 0.000
#> JC43_757.3.96_FE_S27_ 3 0.000
#> JC43_758.2.97_FE_S27_ 2 0.000
#> JC43_759.2_T.97_FE_S27_ 1 0.000
#> JC43_761.1_T.97_FE_S27_ 3 0.000
#> JC43_763.1.98_FE_S27_ 3 0.000
#> JC43_764.1.98_FE_S27_ 3 0.249
#> JC43_765.1.98_FE_S27_ 3 0.000
#> JC43_767.1_FE_S27_ 2 0.000
#> JC43_768.1_FE_S27_ 2 0.000
#> JC43_769.1_FE_S27_ 2 0.000
#> JC43_761.2_T.97_FE_S27_ 3 0.000
#> JC43_763.2.98_FE_S27_ 3 0.000
#> JC43_764.2.98_FE_S27_ 3 0.000
#> JC43_765.2.98_FE_S27_ 3 0.000
#> JC43_766.2_ery.98_FE_S27_ 1 1.000
#> JC43_767.2_FE_S27_ 2 0.000
#> JC43_768.2_FE_S27_ 2 0.000
#> JC43_771.2_FE_S27_ 1 0.249
#> JC43_772.2_FE_S27_ 2 0.000
#> JC44_775.1.99_FE_S27_ 3 0.000
#> JC44_776.1_._FE_S27_ 3 0.000
#> JC44_780.1_FE_S27_ 2 0.000
#> JC44_781.1_FE_S27_ 2 0.000
#> JC44_782.1.100_FE_S27_ 3 0.000
#> JC44_783.1.100_FE_S27_ 1 0.000
#> JC44_784.1.100_FE_S27_ 1 0.502
#> JC44_773.2_W.99_FE_S27_ 3 0.000
#> JC44_774.2.99_FE_S27_ 3 0.000
#> JC44_775.2.99_FE_S27_ 3 0.000
#> JC44_778.2_FE_S27_ 2 0.000
#> JC44_778.4_FE_S27_ 2 1.000
#> JC44_782.2.100_FE_S27_ 3 0.000
#> JC44_783.2.100_FE_S27_ 3 0.000
#> JC44_785.1_..100_FE_S27_ 2 0.000
#> JC44_788.1_big_adipo_FE_S27_ 1 0.000
#> JC44_789.3_FE_S27_ 3 0.000
#> JC44_792.1_FE_S27_ 2 0.000
#> JC44_795.1_FE_S27_ 1 0.000
#> JC44_796.1_._FE_S27_ 3 0.000
#> JC44_785.2.100_FE_S27_ 1 0.000
#> JC44_787.3_T_FE_S27_ 1 1.000
#> JC44_787.2_T_FE_S27_ 2 0.000
#> JC44_788.2_FE_S27_ 2 0.000
#> JC44_798.1.101_FE_S27_ 3 0.000
#> JC44_799.1.101_FE_S27_ 3 0.000
#> JC44_804.1_T_FE_S27_ 2 0.000
#> JC44_798.2.101_FE_S27_ 3 0.000
#> JC44_799.2.101_FE_S27_ 3 0.000
#> JC44_801.2.102_FE_S27_ 2 0.000
#> JC44_802.2.102_FE_S27_ 3 0.000
#> JC44_803.2.102_FE_S27_ 3 0.000
#> JC44_807.2.103_FE_S27_ 3 0.000
#> JC44_808.4.103_FE_S27_ 3 0.000
#> JC44_810.1_T.103_FE_S27_ 3 0.000
#> JC44_810.3_T.103_FE_S27_ 3 0.000
#> JC44_812.1.103_FE_S27_ 2 0.000
#> JC44_813.1_T.104_FE_S27_ 1 0.000
#> JC44_814.1.104_FE_S27_ 2 1.000
#> JC44_815.1.105_FE_S27_ 2 0.000
#> JC44_816.1.105_FE_S27_ 2 0.000
#> JC44_817.1_._FE_S27_ 1 1.000
#> JC44_817.3_FE_S27_ 2 0.000
#> JC44_808.5.103_FE_S27_ 3 0.000
#> JC44_813.3_T_FE_S27_ 2 0.000
#> JC44_812.2.103_FE_S27_ 1 1.000
#> JC44_813.2_T.104_FE_S27_ 2 1.000
#> JC44_814.2.104_FE_S27_ 1 1.000
#> JC44_815.2.105_FE_S27_ 2 0.000
#> JC44_816.2.105_FE_S27_ 1 0.751
#> JC44_820.2_FE_S27_ 1 0.502
#> JC45_823.1.106_FE_S30_ 2 0.000
#> JC45_824.1.106_FE_S30_ 3 0.000
#> JC45_828.1.107_FE_S30_ 3 0.000
#> JC45_829.1.107_FE_S30_ 3 0.000
#> JC45_830.5_FE_S30_ 3 0.249
#> JC45_830.3_FE_S30_ 2 0.000
#> JC45_821.2.106_FE_S30_ 3 0.000
#> JC45_823.2.106_FE_S30_ 3 0.000
#> JC45_824.2.106_FE_S30_ 1 0.000
#> JC45_826.2.107_FE_S30_ 3 0.000
#> JC45_827.2.107_FE_S30_ 3 0.000
#> JC45_828.2.107_FE_S30_ 3 0.000
#> JC45_835.3_T.108_FE_S30_ 3 0.000
#> JC45_833.1_FE_S30_ 3 0.000
#> JC45_836.1.109_FE_S30_ 3 0.000
#> JC45_839.1.110_FE_S30_ 1 1.000
#> JC45_840.1.110_FE_S30_ 3 0.000
#> JC45_841.1_big_FE_S30_ 2 1.000
#> JC45_843.1_FE_S30_ 2 0.000
#> JC45_844.1.111_FE_S30_ 3 0.000
#> JC45_833.2_FE_S30_ 3 0.000
#> JC45_834.2.108_FE_S30_ 1 0.000
#> JC45_835.2_T.108_FE_S30_ 1 0.000
#> JC45_837.2_T.109_FE_S30_ 3 0.000
#> JC45_850.3.112_FE_S30_ 3 0.000
#> JC45_839.2.110_FE_S30_ 3 0.000
#> JC45_840.2.110_FE_S30_ 3 0.000
#> JC45_841.2_FE_S30_ 3 0.000
#> JC45_846.1.111_FE_S30_ 3 0.000
#> JC45_847.1_FE_S30_ 3 0.000
#> JC45_848.1_FE_S30_ 2 0.000
#> JC45_850.1_..112_FE_S30_ 3 0.000
#> JC45_851.1.112_FE_S30_ 1 0.000
#> JC45_852.1.112_FE_S30_ 3 0.000
#> JC45_852.3.112_FE_S30_ 3 0.000
#> JC45_854.1.112_FE_S30_ 3 0.000
#> JC45_855.1.112_FE_S30_ 2 1.000
#> JC45_846.2.111_FE_S30_ 1 0.000
#> JC45_848.2_FE_S30_ 2 0.000
#> JC45_849.2_FE_S30_ 3 0.000
#> JC45_851.2_ery.112_FE_S30_ 1 0.000
#> JC45_852.2_..112_FE_S30_ 3 0.000
#> JC45_857.1_FE_S30_ 3 0.000
#> JC45_858.1_FE_S30_ 3 0.000
#> JC45_862.1_FE_S30_ 1 0.000
#> JC45_864.1_._FE_S30_ 1 0.751
#> JC45_866.1_FE_S30_ 2 0.000
#> JC45_867.1.113_FE_S30_ 2 0.000
#> JC45_857.2_FE_S30_ 3 0.000
#> JC45_858.2_FE_S30_ 3 0.000
#> JC45_853.1_FE_S30_ 2 0.000
#> JC45_853.2_FE_S30_ 2 0.000
#> JC45_866.2_FE_S30_ 2 0.000
#> JC46_870.1.114_FE_S30_ 3 0.000
#> JC46_872.1.114_FE_S30_ 1 0.000
#> JC46_874.1_FE_S30_ 3 0.000
#> JC46_878.3.115_FE_S30_ 2 0.000
#> JC46_878.4.115_FE_S30_ 3 0.000
#> JC46_869.2.114_FE_S30_ 1 1.000
#> JC46_873.2_FE_S30_ 3 0.000
#> JC46_875.2_T_FE_S30_ 2 0.000
#> JC46_877.3_T_FE_S30_ 2 0.000
#> JC46_877.2_T_FE_S30_ 1 0.249
#> JC46_878.2.115_FE_S30_ 2 0.000
#> JC46_878.6.115_FE_S30_ 1 0.000
#> JC46_878.7.115_FE_S30_ 1 1.000
#> JC46_884.1_FE_S30_ 2 0.000
#> JC46_888.1.117_FE_S30_ 2 0.000
#> JC46_889.1_FE_S30_ 2 0.000
#> JC46_890.1_FE_S30_ 2 0.000
#> JC46_891.1.118_FE_S30_ 1 0.000
#> JC46_892.1_T.118_FE_S30_ 3 0.000
#> JC46_878.8.115_FE_S30_ 3 0.000
#> JC46_883.2.116_FE_S30_ 3 0.000
#> JC46_884.2_FE_S30_ 2 0.000
#> JC46_885.2_FE_S30_ 2 0.000
#> JC46_890.2_FE_S30_ 2 0.000
#> JC46_892.2_T.118_FE_S30_ 3 0.000
#> JC46_896.1.118_FE_S30_ 3 0.000
#> JC46_898.1_FE_S30_ 3 0.000
#> JC46_900.1.119_FE_S30_ 2 0.000
#> JC46_901.1.119_FE_S30_ 2 1.000
#> JC46_904.1.120_FE_S30_ 2 0.000
#> JC46_894.2.118_FE_S30_ 3 0.000
#> JC46_895.2.118_FE_S30_ 3 0.000
#> JC46_898.2_FE_S30_ 3 0.000
#> JC46_900.2.119_FE_S30_ 2 0.000
#> JC46_901.2.119_FE_S30_ 2 0.000
#> JC46_905.1.120_FE_S30_ 2 1.000
#> JC46_906.1.120_FE_S30_ 3 0.000
#> JC46_908.1_T_FE_S30_ 1 1.000
#> JC46_913.1_FE_S30_ 2 0.000
#> JC46_914.1_FE_S30_ 3 0.000
#> JC46_915.1_FE_S30_ 2 0.000
#> JC46_916.1_FE_S30_ 2 0.000
#> JC46_906.2_..120_FE_S30_ 1 1.000
#> JC46_908.3_T_FE_S30_ 2 0.000
#> JC46_908.2_T_FE_S30_ 1 0.000
#> JC46_910.2.121_FE_S30_ 2 0.000
#> JC46_913.2_FE_S30_ 2 0.000
#> JC46_915.2_FE_S30_ 2 0.000
#> JC48P4_938_HSC_FE_S8_ 2 0.502
#> JC48P4_1002_HSC_FE_S8_ 1 1.000
#> JC48P7_1026_HSC_FE_S8_ 1 0.249
#> JC48P7_1036_HSC_FE_S8_ 1 1.000
#> JC48P7_1043_HSC_FE_S8_ 1 1.000
#> JC48P7_1078_HSC_FE_S8_ 1 0.000
#> JC48P7_1085_HSC_FE_S8_ 1 0.249
#> JC48P7_1096_HSC_FE_S8_ 1 1.000
#> JC48P6_1116_HSC_FE_S8_ 1 1.000
#> JC48P6_1122_HSC_FE_S8_ 1 1.000
#> JC48P6_1124_HSC_FE_S8_ 2 0.751
#> JC48P6_1126_HSC_FE_S8_ 1 1.000
#> JC48P6_1132_HSC_FE_S8_ 1 1.000
#> JC48P6_1190_HSC_FE_S8_ 2 0.751
get_classes(res, k = 4)
#> class p
#> JC4_349_HSC_FE_S13_ 1 0.000
#> JC4_350_HSC_FE_S13_ 1 0.000
#> JC4_351_HSC_FE_S13_ 1 0.000
#> JC4_352_HSC_FE_S13_ 1 0.000
#> JC4_353_HSC_FE_S13_ 1 0.000
#> JC4_354_HSC_FE_S13_ 1 0.000
#> JC4_355_HSC_FE_S13_ 1 0.000
#> JC4_356_HSC_FE_S13_ 1 1.000
#> JC4_357_HSC_FE_S13_ 1 0.000
#> JC4_358_HSC_FE_S13_ 1 0.000
#> JC4_359_HSC_FE_S13_ 1 0.000
#> JC4_361_HSC_FE_S13_ 1 0.000
#> JC4_362_HSC_FE_S13_ 1 0.000
#> JC4_364_HSC_FE_S13_ 1 0.000
#> JC4_365_HSC_FE_S13_ 1 1.000
#> JC4_366_HSC_FE_S13_ 4 0.000
#> JC4_368_HSC_FE_S13_ 1 0.000
#> JC4_369_HSC_FE_S13_ 1 0.000
#> JC4_371_HSC_FE_S13_ 1 0.000
#> JC4_372_HSC_FE_S13_ 1 0.000
#> JC4_373_HSC_FE_S13_ 4 0.000
#> JC4_374_HSC_FE_S13_ 1 0.000
#> JC4_375_HSC_FE_S13_ 1 0.000
#> JC4_376_HSC_FE_S13_ 1 0.000
#> JC4_377_HSC_FE_S13_ 1 0.000
#> JC4_378_HSC_FE_S13_ 1 0.498
#> JC4_379_HSC_FE_S13_ 1 0.000
#> JC4_380_HSC_FE_S13_ 1 0.000
#> JC4_382_HSC_FE_S13_ 1 1.000
#> JC4_383_HSC_FE_S13_ 1 0.000
#> JC4_385_HSC_FE_S13_ 1 0.000
#> JC4_386_HSC_FE_S13_ 1 0.000
#> JC4_387_HSC_FE_S13_ 1 0.000
#> JC4_388_HSC_FE_S13_ 1 0.000
#> JC4_389_HSC_FE_S13_ 1 1.000
#> JC4_390_HSC_FE_S13_ 1 1.000
#> JC4_391_HSC_FE_S13_ 1 0.000
#> JC4_392_HSC_FE_S13_ 1 0.000
#> JC4_393_HSC_FE_S13_ 1 0.000
#> JC4_394_HSC_FE_S13_ 1 0.000
#> JC4_395_HSC_FE_S13_ 1 0.000
#> JC4_397_HSC_FE_S13_ 4 0.000
#> JC4_398_HSC_FE_S13_ 1 0.000
#> JC4_399_HSC_FE_S13_ 4 0.000
#> JC4_401_HSC_FE_S13_ 1 0.000
#> JC4_402_HSC_FE_S13_ 1 0.000
#> JC4_403_HSC_FE_S13_ 1 0.000
#> JC4_404_HSC_FE_S13_ 1 0.000
#> JC4_405_HSC_FE_S13_ 1 0.000
#> JC4_406_HSC_FE_S13_ 1 0.000
#> JC4_407_HSC_FE_S13_ 1 0.000
#> JC4_408_HSC_FE_S13_ 1 0.000
#> JC4_409_HSC_FE_S13_ 1 0.000
#> JC4_410_HSC_FE_S13_ 1 0.000
#> JC4_411_HSC_FE_S13_ 1 0.000
#> JC4_412_HSC_FE_S13_ 1 0.000
#> JC4_413_HSC_FE_S13_ 1 0.000
#> JC4_414_HSC_FE_S13_ 1 0.000
#> JC4_415_HSC_FE_S13_ 1 0.000
#> JC4_416_HSC_FE_S13_ 1 0.000
#> JC4_417_HSC_FE_S13_ 1 0.000
#> JC4_418_HSC_FE_S13_ 1 0.000
#> JC4_419_HSC_FE_S13_ 1 0.000
#> JC4_420_HSC_FE_S13_ 1 0.000
#> JC4_421_HSC_FE_S13_ 1 0.000
#> JC4_422_HSC_FE_S13_ 1 0.000
#> JC4_423_HSC_FE_S13_ 1 0.000
#> JC4_424_HSC_FE_S13_ 1 0.000
#> JC4_425_HSC_FE_S13_ 1 0.000
#> JC4_426_HSC_FE_S13_ 1 0.000
#> JC4_427_HSC_FE_S13_ 1 0.000
#> JC4_428_HSC_FE_S13_ 1 0.000
#> JC4_429_HSC_FE_S13_ 1 0.000
#> JC4_430_HSC_FE_S13_ 1 0.000
#> JC4_431_HSC_FE_S13_ 1 0.000
#> JC4_432_HSC_FE_S13_ 1 0.000
#> JC4_433_HSC_FE_S13_ 1 0.000
#> JC4_434_HSC_FE_S13_ 1 0.000
#> JC4_435_HSC_FE_S13_ 1 0.000
#> JC4_436_HSC_FE_S13_ 1 0.000
#> JC20_1.1_FE_S25_ 1 0.000
#> JC20_2.1_FE_S25_ 1 0.000
#> JC20_3.1_FE_S25_ 1 0.000
#> JC20_4.1_FE_S25_ 1 0.000
#> JC20_5.1_FE_S25_ 1 0.000
#> JC20_6.1_FE_S25_ 1 0.000
#> JC20_7.1_FE_S25_ 1 0.000
#> JC20_8.1_FE_S25_ 1 0.747
#> JC20_9.1_FE_S25_ 1 0.000
#> JC20_10.1_FE_S25_ 1 0.000
#> JC20_11.1_FE_S25_ 1 0.000
#> JC20_12.1_FE_S25_ 1 0.000
#> JC20_1.2_FE_S25_ 1 0.000
#> JC20_2.2_FE_S25_ 1 0.000
#> JC20_3.2_FE_S25_ 1 0.000
#> JC20_4.2_FE_S25_ 1 0.000
#> JC20_6.2_FE_S25_ 1 0.000
#> JC20_7.2_FE_S25_ 1 0.000
#> JC20_8.2_FE_S25_ 1 0.000
#> JC20_9.2_FE_S25_ 1 0.000
#> JC20_10.2_FE_S25_ 1 0.000
#> JC20_11.2_FE_S25_ 1 1.000
#> JC20_12.2_FE_S25_ 1 0.000
#> JC20_13.1_FE_S25_ 1 0.000
#> JC20_14.1_FE_S25_ 1 0.000
#> JC20_15.1_FE_S25_ 1 0.000
#> JC20_16.1_FE_S25_ 1 0.000
#> JC20_17.1_FE_S25_ 1 0.000
#> JC20_18.1_FE_S25_ 4 0.000
#> JC20_19.1_FE_S25_ 1 0.000
#> JC20_20.1_FE_S25_ 1 0.000
#> JC20_21.1_FE_S25_ 1 0.000
#> JC20_22.1_FE_S25_ 1 0.000
#> JC20_23.1_FE_S25_ 2 0.000
#> JC20_24.1_FE_S25_ 1 0.000
#> JC20_13.2_FE_S25_ 1 0.000
#> JC20_14.2_FE_S25_ 1 0.000
#> JC20_15.2_FE_S25_ 1 0.000
#> JC20_16.2_FE_S25_ 1 0.000
#> JC20_17.2_FE_S25_ 1 0.000
#> JC20_18.2_FE_S25_ 1 0.498
#> JC20_19.2_FE_S25_ 1 0.000
#> JC20_20.2_FE_S25_ 2 0.000
#> JC20_21.2_FE_S25_ 1 0.000
#> JC20_22.2_big_FE_S25_ 1 0.000
#> JC20_23.2_FE_S25_ 1 0.000
#> JC20_24.2_FE_S25_ 1 0.000
#> JC20_25.1_FE_S25_ 1 0.000
#> JC20_26.1_FE_S25_ 2 0.000
#> JC20_27.1_FE_S25_ 1 0.000
#> JC20_33.1_FE_S25_ 1 0.249
#> JC20_34.1_FE_S25_ 1 0.000
#> JC20_36.1_FE_S25_ 1 0.000
#> JC20_25.2_FE_S25_ 1 0.000
#> JC20_26.2_FE_S25_ 1 0.000
#> JC20_27.2_FE_S25_ 1 0.000
#> JC20_28.2_FE_S25_ 1 0.000
#> JC20_29.2_FE_S25_ 1 0.000
#> JC20_30.2_FE_S25_ 1 0.000
#> JC20_31.2_FE_S25_ 1 0.000
#> JC20_33.2_FE_S25_ 1 0.000
#> JC20_34.2_FE_S25_ 1 0.000
#> JC20_35.2_FE_S25_ 1 0.000
#> JC20_36.2_FE_S25_ 1 0.000
#> JC20_37.1_FE_S25_ 1 0.000
#> JC20_39.1_FE_S25_ 1 0.000
#> JC20_41.1_FE_S25_ 1 0.000
#> JC20_42.1.1_FE_S25_ 1 0.000
#> JC20_43.1.1_FE_S25_ 1 0.000
#> JC20_44.1.1_FE_S25_ 1 0.000
#> JC20_45.1.2_FE_S25_ 1 0.000
#> JC20_46.1.2_FE_S25_ 1 0.000
#> JC20_48.1.2_FE_S25_ 3 0.000
#> JC20_37.2_FE_S25_ 1 0.000
#> JC20_38.2_FE_S25_ 1 0.000
#> JC20_39.2_FE_S25_ 1 0.000
#> JC20_40.2_FE_S25_ 1 0.000
#> JC20_41.2_FE_S25_ 1 1.000
#> JC20_42.2.1_FE_S25_ 3 0.000
#> JC20_43.2.1_FE_S25_ 4 0.000
#> JC20_44.2.1_FE_S25_ 1 0.249
#> JC20_45.2.2_FE_S25_ 1 0.000
#> JC20_46.2.2_FE_S25_ 4 0.000
#> JC20_48.2.2_FE_S25_ 1 0.000
#> JC21_49.1_FE_S25_ 1 0.000
#> JC21_50.1_FE_S25_ 2 0.000
#> JC21_52.1_FE_S25_ 1 0.000
#> JC21_53.1_FE_S25_ 2 0.000
#> JC21_54.1_FE_S25_ 1 0.000
#> JC21_55.1_FE_S25_ 2 0.000
#> JC21_56.1_FE_S25_ 4 0.000
#> JC21_57.1_FE_S25_ 1 0.000
#> JC21_58.1_FE_S25_ 1 1.000
#> JC21_59.1_FE_S25_ 1 0.000
#> JC21_60.1_FE_S25_ 1 0.000
#> JC21_49.2_FE_S25_ 2 0.000
#> JC21_50.2_FE_S25_ 1 0.000
#> JC21_52.2_FE_S25_ 1 0.000
#> JC21_53.2_FE_S25_ 2 0.000
#> JC21_54.2_FE_S25_ 1 0.000
#> JC21_55.2_FE_S25_ 2 0.000
#> JC21_57.2_FE_S25_ 2 0.000
#> JC21_58.2_FE_S25_ 1 1.000
#> JC21_59.2_FE_S25_ 2 0.000
#> JC21_61.1_FE_S25_ 2 0.000
#> JC21_62.1_FE_S25_ 2 0.000
#> JC21_63.1_FE_S25_ 4 0.751
#> JC21_64.1_FE_S25_ 4 0.000
#> JC21_65.1_FE_S25_ 1 1.000
#> JC21_66.1_FE_S25_ 1 0.000
#> JC21_67.1_FE_S25_ 1 0.000
#> JC21_68.1_FE_S25_ 1 0.000
#> JC21_70.1_FE_S25_ 1 0.000
#> JC21_71.1_FE_S25_ 4 0.000
#> JC21_72.1_FE_S25_ 1 0.000
#> JC21_61.2_FE_S25_ 2 0.000
#> JC21_62.2_FE_S25_ 2 0.000
#> JC21_63.2_FE_S25_ 1 0.000
#> JC21_64.2_FE_S25_ 2 0.000
#> JC21_65.2_FE_S25_ 2 0.000
#> JC21_69.2_FE_S25_ 1 0.000
#> JC21_70.2_FE_S25_ 1 0.000
#> JC21_71.2_FE_S25_ 1 0.000
#> JC21_72.2_FE_S25_ 1 0.000
#> JC21_73.1_FE_S25_ 1 0.000
#> JC21_74.1_FE_S25_ 4 0.000
#> JC21_75.1_FE_S25_ 1 0.000
#> JC21_77.1_FE_S25_ 1 0.000
#> JC21_78.1_FE_S25_ 4 0.000
#> JC21_79.1_FE_S25_ 1 0.000
#> JC21_80.1_FE_S25_ 1 0.000
#> JC21_81.1_FE_S25_ 3 0.253
#> JC21_82.1_FE_S25_ 1 0.000
#> JC21_73.2_FE_S25_ 4 0.000
#> JC21_74.2_FE_S25_ 2 1.000
#> JC21_75.2_FE_S25_ 1 0.000
#> JC21_77.2_FE_S25_ 1 0.000
#> JC21_78.2_FE_S25_ 1 0.000
#> JC21_79.2_FE_S25_ 1 0.000
#> JC21_81.2_FE_S25_ 1 0.000
#> JC21_82.2_FE_S25_ 1 0.000
#> JC21_83.2_FE_S25_ 1 0.000
#> JC21_84.2_FE_S25_ 1 0.000
#> JC21_85.1_FE_S25_ 1 0.000
#> JC21_86.1_FE_S25_ 1 0.000
#> JC21_87.1_FE_S25_ 1 0.000
#> JC21_88.1_FE_S25_ 1 0.000
#> JC21_89.1_FE_S25_ 1 0.000
#> JC21_90.1_FE_S25_ 1 0.000
#> JC21_91.1_FE_S25_ 1 0.000
#> JC21_92.1_FE_S25_ 1 0.000
#> JC21_93.1_FE_S25_ 1 0.000
#> JC21_94.1_FE_S25_ 1 0.000
#> JC21_95.1_FE_S25_ 1 0.000
#> JC21_96.1_FE_S25_ 1 0.000
#> JC21_85.2_FE_S25_ 2 0.000
#> JC21_86.2_FE_S25_ 1 0.000
#> JC21_87.2_FE_S25_ 1 0.000
#> JC21_88.2_FE_S25_ 1 1.000
#> JC21_89.2_FE_S25_ 1 0.000
#> JC21_90.2_FE_S25_ 1 0.000
#> JC21_91.2_FE_S25_ 1 0.000
#> JC21_92.2_FE_S25_ 1 0.000
#> JC21_93.2_FE_S25_ 1 0.000
#> JC21_94.2_FE_S25_ 1 0.000
#> JC21_95.2_FE_S25_ 1 0.000
#> JC21_96.2_FE_S25_ 1 0.000
#> JC26_98.1_S32_ 1 0.000
#> JC26_102.1_S32_ 1 1.000
#> JC26_103.1_S32_ 3 0.000
#> JC26_104.1_S32_ 3 0.000
#> JC26_106.1.3_S32_ 2 0.000
#> JC26_108.1.3_S32_ 1 0.000
#> JC26_98.2_S32_ 1 0.000
#> JC26_101.2_S32_ 1 1.000
#> JC26_102.2_S32_ 3 0.000
#> JC26_103.2_S32_ 4 0.000
#> JC26_105.2.3_S32_ 2 0.000
#> JC26_106.2.3_S32_ 1 0.000
#> JC26_107.2.3_S32_ 1 0.249
#> JC26_108.2.3_S32_ 2 0.000
#> JC26_109.1.3_S32_ 4 0.000
#> JC26_110.1.4_S32_ 1 0.000
#> JC26_111.1.4_S32_ 1 1.000
#> JC26_112.1.4_S32_ 3 0.000
#> JC26_113.1.4_S32_ 2 0.000
#> JC26_115.1.5_S32_ 4 0.249
#> JC26_117.1.5_S32_ 1 0.000
#> JC26_119.1_W.6_S32_ 3 0.000
#> JC26_120.1.6_S32_ 4 0.000
#> JC26_110.2.4_S32_ 1 0.747
#> JC26_112.2.4_S32_ 3 0.000
#> JC26_113.2.4_S32_ 4 0.000
#> JC26_114.2_S32_ 1 1.000
#> JC26_115.2.5_S32_ 4 0.000
#> JC26_117.2.5_S32_ 1 0.747
#> JC26_118.2_S32_ 1 0.000
#> JC26_120.2.6_S32_ 1 0.751
#> JC26_122.1.6_S32_ 1 0.000
#> JC26_123.1.6_S32_ 1 0.000
#> JC26_129.1_W.7_S32_ 1 1.000
#> JC26_124.2.6_S32_ 4 0.000
#> JC26_125.2.6_S32_ 4 0.000
#> JC26_126.2_S32_ 1 0.000
#> JC26_127.2_S32_ 3 0.000
#> JC26_129.2_W.7_S32_ 1 0.000
#> JC26_130.2.7_S32_ 1 0.498
#> JC26_131.2.7_S32_ 1 0.000
#> JC26_132.2.7_S32_ 1 0.249
#> JC26_135.1.7_S32_ 4 1.000
#> JC26_136.1.7_S32_ 4 1.000
#> JC26_137.1.8_S32_ 1 0.000
#> JC26_147.8_S32_ 1 0.000
#> JC26_139.1.8_S32_ 1 0.000
#> JC26_140.1.8_S32_ 4 0.000
#> JC26_141.1_S32_ 1 0.000
#> JC26_142.1_S32_ 1 0.747
#> JC26_144.1_S32_ 1 0.498
#> JC26_134.2.7_S32_ 1 0.000
#> JC26_135.2.7_S32_ 3 0.000
#> JC26_136.2.7_S32_ 3 0.000
#> JC26_137.2.8_S32_ 2 0.000
#> JC26_140.2.8_S32_ 1 0.751
#> JC26_141.2_S32_ 1 0.000
#> JC26_143.2_W_S32_ 1 1.000
#> JC26_144.2_S32_ 1 0.000
#> JC27_149.1_W.9_MA_S33_ 1 1.000
#> JC27_151.1.9_MA_S33_ 1 0.000
#> JC27_152.1.9_MA_S33_ 1 1.000
#> JC27_153.1.9_MA_S33_ 1 1.000
#> JC27_154.1.9_MA_S33_ 1 1.000
#> JC27_155.1.9_MA_S33_ 1 0.000
#> JC27_156.1.9_MA_S33_ 1 1.000
#> JC27_158.1_MA_S33_ 1 1.000
#> JC27_159.1_MA_S33_ 1 0.502
#> JC27_160.1_MA_S33_ 1 1.000
#> JC27_150.2.9_MA_S33_ 1 1.000
#> JC27_151.2_big.9_MA_S33_ 4 0.000
#> JC27_152.2.9_MA_S33_ 4 0.000
#> JC27_154.2.9_MA_S33_ 1 0.000
#> JC27_155.2.9_MA_S33_ 1 1.000
#> JC27_156.2.9_MA_S33_ 3 0.000
#> JC27_157.2_MA_S33_ 1 1.000
#> JC27_158.2_MA_S33_ 1 0.502
#> JC27_162.1_MA_S33_ 4 0.000
#> JC27_163.1_MA_S33_ 2 0.000
#> JC27_165.1_MA_S33_ 2 0.000
#> JC27_166.1_MA_S33_ 2 0.000
#> JC27_167.1_MA_S33_ 1 0.000
#> JC27_169.1_MA_S33_ 2 0.000
#> JC27_171.1_MA_S33_ 4 0.000
#> JC27_162.2_MA_S33_ 1 0.502
#> JC27_165.2_MA_S33_ 4 0.000
#> JC27_166.2_MA_S33_ 3 0.000
#> JC27_167.2_MA_S33_ 3 0.000
#> JC27_170.2_MA_S33_ 2 0.000
#> JC27_173.1_MA_S33_ 3 0.000
#> JC27_174.1_MA_S33_ 3 0.000
#> JC27_177.1_big_MA_S33_ 1 1.000
#> JC27_180.1_W_MA_S33_ 1 0.000
#> JC27_181.1_MA_S33_ 2 0.000
#> JC27_182.1_W_MA_S33_ 4 0.000
#> JC27_173.2_big_MA_S33_ 1 1.000
#> JC27_175.2_MA_S33_ 3 0.000
#> JC27_176.2_W_MA_S33_ 2 0.000
#> JC27_177.2_MA_S33_ 1 0.000
#> JC27_178.2_MA_S33_ 1 0.000
#> JC27_179.2_MA_S33_ 1 0.000
#> JC27_180.2_W_MA_S33_ 4 0.000
#> JC27_181.2_big_MA_S33_ 1 0.000
#> JC27_182.2_W_MA_S33_ 1 0.249
#> JC27_183.2_MA_S33_ 1 0.000
#> JC27_184.2_MA_S33_ 2 0.000
#> JC27_186.1_MA_S33_ 1 0.000
#> JC27_187.1_MA_S33_ 4 0.249
#> JC27_188.1_MA_S33_ 1 0.747
#> JC27_189.1_MA_S33_ 4 1.000
#> JC27_190.1_MA_S33_ 1 0.000
#> JC27_191.1_MA_S33_ 4 1.000
#> JC27_193.1_._big_MA_S33_ 4 0.000
#> JC27_193.3_MA_S33_ 1 0.751
#> JC27_185.2_MA_S33_ 1 1.000
#> JC27_186.2_MA_S33_ 1 0.751
#> JC27_189.2_MA_S33_ 1 1.000
#> JC27_190.2_MA_S33_ 3 0.000
#> JC27_191.2_MA_S33_ 4 0.000
#> JC27_192.2_W_MA_S33_ 1 1.000
#> JC27_193.2_MA_S33_ 1 1.000
#> JC27_193.4_MA_S33_ 3 0.000
#> JC27_195.2_MA_S33_ 1 1.000
#> JC27_196.2_MA_S33_ 1 1.000
#> JC28_197.1_FE_S33_ 4 0.000
#> JC28_198.1_FE_S33_ 1 0.000
#> JC28_200.1.23_FE_S33_ 1 0.000
#> JC28_201.1.23_FE_S33_ 1 0.000
#> JC28_202.1_FE_S33_ 1 1.000
#> JC28_203.1_FE_S33_ 1 0.000
#> JC28_205.1_FE_S33_ 1 0.000
#> JC28_206.1_FE_S33_ 1 1.000
#> JC28_207.1_FE_S33_ 1 1.000
#> JC28_208.1_FE_S33_ 1 0.000
#> JC28_197.2_FE_S33_ 1 0.000
#> JC28_198.2_big_FE_S33_ 1 0.000
#> JC28_199.2.23_FE_S33_ 1 0.000
#> JC28_201.2.23_FE_S33_ 1 0.000
#> JC28_202.2_FE_S33_ 4 0.000
#> JC28_203.2_FE_S33_ 3 0.000
#> JC28_204.2_FE_S33_ 1 1.000
#> JC28_205.2_FE_S33_ 1 0.000
#> JC28_206.2_FE_S33_ 4 0.000
#> JC28_207.2_FE_S33_ 1 0.000
#> JC28_208.2_FE_S33_ 1 0.000
#> JC28_210.1_FE_S33_ 1 0.000
#> JC28_211.1_FE_S33_ 4 0.000
#> JC28_213.1.26_FE_S33_ 1 0.000
#> JC28_214.1.26_FE_S33_ 3 0.000
#> JC28_215.1.26_FE_S33_ 4 0.502
#> JC28_216.1.26_FE_S33_ 1 1.000
#> JC28_218.1_FE_S33_ 4 0.000
#> JC28_220.1_FE_S33_ 1 0.000
#> JC28_209.2_FE_S33_ 1 0.000
#> JC28_216.2.26_FE_S33_ 1 0.000
#> JC28_217.2.26_FE_S33_ 4 0.000
#> JC28_218.2_FE_S33_ 4 0.000
#> JC28_222.1_FE_S33_ 1 0.000
#> JC28_228.1.29_FE_S33_ 1 1.000
#> JC28_231.1_FE_S33_ 1 0.000
#> JC28_232.1_FE_S33_ 1 0.000
#> JC28_221.2_FE_S33_ 1 0.000
#> JC28_222.2_FE_S33_ 1 0.000
#> JC28_223.2_FE_S33_ 1 0.000
#> JC28_224.2_FE_S33_ 4 0.000
#> JC28_225.2.29_FE_S33_ 1 0.000
#> JC28_226.2.29_FE_S33_ 1 0.000
#> JC28_227.2.29_FE_S33_ 1 0.000
#> JC28_229.2.29_FE_S33_ 1 0.000
#> JC28_230.2.29_FE_S33_ 1 0.000
#> JC28_232.2_FE_S33_ 4 0.000
#> JC28_235.1_FE_S33_ 1 1.000
#> JC28_236.1_FE_S33_ 1 0.000
#> JC28_237.1_FE_S33_ 1 0.000
#> JC28_238.1_FE_S33_ 1 0.000
#> JC28_239.1_FE_S33_ 1 0.000
#> JC28_240.1_FE_S33_ 1 0.000
#> JC28_241.1_FE_S33_ 1 0.000
#> JC28_242.1_FE_S33_ 1 0.000
#> JC28_243.1_FE_S33_ 1 0.000
#> JC28_244.1_FE_S33_ 1 0.000
#> JC28_233.2_T_FE_S33_ 1 0.000
#> JC28_234.2_FE_S33_ 1 0.000
#> JC28_235.2_FE_S33_ 1 0.000
#> JC28_236.2_FE_S33_ 1 0.000
#> JC28_237.2_FE_S33_ 1 0.000
#> JC28_238.2_FE_S33_ 1 0.000
#> JC28_239.2_FE_S33_ 1 0.000
#> JC28_240.2_FE_S33_ 1 0.000
#> JC28_241.2_FE_S33_ 1 0.000
#> JC28_242.2_FE_S33_ 1 0.000
#> JC28_243.2_FE_S33_ 1 0.000
#> JC30_245.1_MA 4 0.000
#> JC30_246.1_MA 1 0.000
#> JC30_247.1_MA 1 0.000
#> JC30_248.1.32_MA 4 1.000
#> JC30_249.1.32_MA 2 0.000
#> JC30_250.1.32_MA 1 0.249
#> JC30_251.1_MA 1 0.000
#> JC30_252.3_T_MA 4 0.000
#> JC30_254.1_MA 4 0.000
#> JC30_255.1_MA 2 1.000
#> JC30_256.1_MA 1 0.000
#> JC30_245.2_MA 2 0.751
#> JC30_247.2_MA 2 0.000
#> JC30_248.2.32_MA 1 0.000
#> JC30_249.2.32_MA 1 0.000
#> JC30_250.2.32_MA 1 1.000
#> JC30_251.2_MA 1 0.000
#> JC30_252.2_T_MA 1 0.000
#> JC30_254.3_MA 1 0.000
#> JC30_254.2_._MA 1 1.000
#> JC30_255.2_MA 3 0.000
#> JC30_256.2_MA 1 0.000
#> JC30_257.1_MA 1 0.000
#> JC30_258.1.33_MA 1 0.000
#> JC30_259.1_W.33_MA 1 0.000
#> JC30_260.1_W.33_MA 1 0.000
#> JC30_261.1.34_MA 1 0.000
#> JC30_261.3.34_MA 1 0.000
#> JC30_263.1.34_MA 1 0.000
#> JC30_264.1_W.34_MA 1 0.000
#> JC30_265.1_MA 2 1.000
#> JC30_265.3_._big_MA 4 0.000
#> JC30_265.4_MA 1 0.000
#> JC30_257.2_MA 1 1.000
#> JC30_258.2.33_MA 1 0.000
#> JC30_259.2_W.33_MA 1 0.000
#> JC30_260.2_W.33_MA 1 0.000
#> JC30_261.2_..34_MA 1 0.498
#> JC30_261.4.34_MA 1 0.000
#> JC30_263.2.34_MA 1 0.000
#> JC30_264.2_W.34_MA 1 0.249
#> JC30_265.2_MA 1 0.000
#> JC30_265.5_MA 1 0.000
#> JC30_265.6_MA 4 0.751
#> JC30_269.1_W_MA 1 0.000
#> JC30_270.1_W_MA 1 0.000
#> JC30_271.1_W_MA 1 0.000
#> JC30_272.1_W_MA 2 0.000
#> JC30_273.1_MA 1 1.000
#> JC30_273.3_MA 4 0.000
#> JC30_275.1_T_MA 1 0.000
#> JC30_276.1_MA 1 0.000
#> JC30_277.1_T_MA 1 0.747
#> JC30_277.3_T_MA 1 0.000
#> JC30_279.1_MA 1 0.000
#> JC30_280.1_MA 1 0.000
#> JC30_269.2_W_MA 1 0.000
#> JC30_270.2_W_MA 1 1.000
#> JC30_271.2_W_MA 1 0.000
#> JC30_272.2_W_MA 1 1.000
#> JC30_273.2_._MA 1 1.000
#> JC30_275.3_T_MA 1 0.000
#> JC30_275.2_T_MA 1 0.000
#> JC30_276.2_MA 1 0.000
#> JC30_277.2_T_MA 1 0.000
#> JC30_279.3_._MA 1 0.751
#> JC30_279.2_MA 1 0.000
#> JC30_280.2_MA 1 0.000
#> JC30_281.1_MA 1 0.502
#> JC30_282.1_MA 1 0.000
#> JC30_283.1_MA 1 0.000
#> JC30_284.1_MA 1 0.000
#> JC30_285.1_MA 1 0.000
#> JC30_286.1_MA 1 1.000
#> JC30_287.1_MA 1 0.000
#> JC30_288.1_._MA 4 0.249
#> JC30_288.3_MA 1 0.000
#> JC30_290.1_MA 1 0.000
#> JC30_291.1_MA 1 0.000
#> JC30_292.1_MA 1 0.000
#> JC30_281.2_MA 1 0.000
#> JC30_282.2_MA 1 0.000
#> JC30_284.2_MA 1 0.000
#> JC30_285.2_MA 1 0.498
#> JC30_286.2_MA 1 0.000
#> JC30_287.2_MA 1 0.000
#> JC30_288.2_MA 1 0.000
#> JC30_289.2_MA 1 0.000
#> JC30_289.1_MA 4 0.000
#> JC30_291.2_MA 1 0.000
#> JC30_292.2_MA 1 0.000
#> JC32_293.1_W_ 1 0.000
#> JC32_294.1.37_ 3 0.000
#> JC32_295.1_T.37_ 1 0.000
#> JC32_296.1_T.37_ 1 1.000
#> JC32_296.3_T.37_ 3 0.000
#> JC32_300.3_..38_ 1 0.000
#> JC32_302.1.38_ 1 0.249
#> JC32_293.2_W_ 1 1.000
#> JC32_294.2.37_ 1 0.249
#> JC32_295.2_T_W.37_ 1 0.000
#> JC32_296.2_T.37_ 1 0.000
#> JC32_295.3_T_W.37_ 1 0.000
#> JC32_298.2_big.37_ 1 0.000
#> JC32_299.2_ 1 0.000
#> JC32_300.1_..38_ 1 0.000
#> JC32_300.4_..38_ 1 0.000
#> JC32_302.2.38_ 1 1.000
#> JC32_303.2.38_ 1 1.000
#> JC32_304.2.39_ 1 0.502
#> JC32_305.1.39_ 1 0.000
#> JC32_306.1.39_ 1 0.000
#> JC32_307.1.39_ 1 0.000
#> JC32_308.1.40_ 1 0.000
#> JC32_309.1_..40_ 1 0.000
#> JC32_309.3.40_ 1 0.249
#> JC32_311.1.40_ 1 0.000
#> JC32_312.1.40_ 1 0.498
#> JC32_314.1.41_ 1 0.000
#> JC32_315.3_T.41_ 2 0.000
#> JC32_305.2.39_ 1 0.000
#> JC32_306.2.39_ 1 0.249
#> JC32_307.2.39_ 3 0.000
#> JC32_308.2.40_ 1 0.000
#> JC32_309.2.40_ 3 0.000
#> JC32_309.4.40_ 1 1.000
#> JC32_311.2.40_ 1 0.000
#> JC32_312.2.40_ 1 0.000
#> JC32_313.2.40_ 1 1.000
#> JC32_314.2.41_ 1 0.000
#> JC32_315.2_T.41_ 3 0.000
#> JC32_317.3.41_ 1 0.498
#> JC32_317.1.41_ 1 0.000
#> JC32_318.1.41_ 1 0.000
#> JC32_319.1.41_ 3 0.000
#> JC32_320.1.41_ 4 0.000
#> JC32_321.1.41_ 1 0.000
#> JC32_324.1.42_ 1 0.000
#> JC32_325.1_W.42_ 1 0.000
#> JC32_326.1_..42_ 1 0.000
#> JC32_326.3.42_ 1 1.000
#> JC32_328.1.43_ 3 0.000
#> JC32_317.2_..41_ 1 0.000
#> JC32_318.2.41_ 1 0.000
#> JC32_319.2.41_ 1 0.000
#> JC32_320.2.41_ 1 0.502
#> JC32_321.2.41_ 1 0.249
#> JC32_322.2.41_ 1 0.000
#> JC32_323.2.42_ 1 0.000
#> JC32_325.2_W.42_ 1 0.000
#> JC32_326.2.42_ 1 0.000
#> JC32_327.2.42_ 1 0.000
#> JC32_328.2.43_ 1 1.000
#> JC32_331.1.43_ 1 0.000
#> JC32_331.3.43_ 1 0.000
#> JC32_333.1.43_ 1 0.000
#> JC32_334.1.44_ 1 0.000
#> JC32_335.1.44_ 1 0.000
#> JC32_336.1.44_ 1 0.000
#> JC32_337.1.44_ 1 0.000
#> JC32_338.1.44_ 3 0.000
#> JC32_340.1_T_ 1 0.249
#> JC32_329.2.43_ 3 0.000
#> JC32_331.2.43_ 1 0.000
#> JC32_331.4_._big.43_ 1 0.000
#> JC32_333.2.43_ 3 0.000
#> JC32_334.2.44_ 1 0.000
#> JC32_336.2.44_ 1 0.000
#> JC32_337.2.44_ 1 0.000
#> JC32_338.2.44_ 3 0.000
#> JC32_340.2_T_ 3 0.000
#> JC35_437.1.45_MA_S45_ 1 0.000
#> JC35_437.3_._big.45_MA_S45_ 3 0.253
#> JC35_437.5.45_MA_S45_ 1 0.000
#> JC35_437.7.45_MA_S45_ 1 0.000
#> JC35_441.1.46_MA_S45_ 1 1.000
#> JC35_442.1.46_MA_S45_ 1 0.000
#> JC35_443.1.47_MA_S45_ 1 0.000
#> JC35_444.1_T.47_MA_S45_ 1 0.747
#> JC35_444.3_T.47_MA_S45_ 1 0.000
#> JC35_446.1.48_MA_S45_ 1 1.000
#> JC35_447.1.48_MA_S45_ 1 0.498
#> JC35_448.1.48_MA_S45_ 1 0.000
#> JC35_437.2.45_MA_S45_ 1 0.502
#> JC35_437.4.45_MA_S45_ 1 0.000
#> JC35_437.6.45_MA_S45_ 1 0.000
#> JC35_437.8.45_MA_S45_ 1 0.000
#> JC35_441.2.46_MA_S45_ 1 0.000
#> JC35_442.2.46_MA_S45_ 1 0.000
#> JC35_443.2.47_MA_S45_ 1 0.000
#> JC35_444.2_T.47_MA_S45_ 1 0.000
#> JC35_451.3_._big.48_MA_S45_ 1 0.000
#> JC35_446.2.48_MA_S45_ 1 0.751
#> JC35_447.2.48_MA_S45_ 1 1.000
#> JC35_448.2.48_MA_S45_ 2 0.249
#> JC35_449.1.48_MA_S45_ 4 0.000
#> JC35_450.1.48_MA_S45_ 1 1.000
#> JC35_451.1.48_MA_S45_ 1 1.000
#> JC35_452.1_adi_MA_S45_ 1 0.000
#> JC35_453.1_._MA_S45_ 2 0.000
#> JC35_453.3_MA_S45_ 1 0.249
#> JC35_455.1_T_MA_S45_ 1 0.000
#> JC35_457.1.49_MA_S45_ 3 0.000
#> JC35_458.1.49_MA_S45_ 4 1.000
#> JC35_459.1.50_MA_S45_ 2 0.000
#> JC35_460.1.50_MA_S45_ 2 0.000
#> JC35_449.2.48_MA_S45_ 1 0.000
#> JC35_450.2.48_MA_S45_ 1 1.000
#> JC35_451.2.48_MA_S45_ 4 0.000
#> JC35_445.1_adi_MA_S45_ 1 1.000
#> JC35_453.2_MA_S45_ 2 0.000
#> JC35_455.3_T_MA_S45_ 1 0.000
#> JC35_459.2.50_MA_S45_ 1 0.502
#> JC35_460.2.50_MA_S45_ 2 0.498
#> JC35_461.1_._MA_S45_ 1 0.253
#> JC35_461.4_._MA_S45_ 1 0.000
#> JC35_463.1_MA_S45_ 1 0.000
#> JC35_464.1.51_MA_S45_ 3 0.000
#> JC35_465.1_T.51_MA_S45_ 1 0.000
#> JC35_465.3_T.51_MA_S45_ 1 0.000
#> JC35_467.3_..52_MA_S45_ 1 0.000
#> JC35_467.4_..52_MA_S45_ 1 0.747
#> JC35_470.1_._MA_S45_ 1 1.000
#> JC35_470.3_MA_S45_ 1 0.000
#> JC35_472.1_MA_S45_ 2 0.000
#> JC35_461.2_._MA_S45_ 1 1.000
#> JC35_463.2_MA_S45_ 1 0.000
#> JC35_464.2.51_MA_S45_ 2 0.000
#> JC35_465.2_T.51_MA_S45_ 1 0.000
#> JC35_467.1_..52_MA_S45_ 1 0.000
#> JC35_467.2_..52_MA_S45_ 1 1.000
#> JC35_469.3_T.52_MA_S45_ 3 0.751
#> JC35_469.2_T.52_MA_S45_ 1 0.498
#> JC35_470.2_MA_S45_ 1 0.000
#> JC35_475.3_T_MA_S45_ 1 0.000
#> JC35_484.1_MA_S45_ 1 0.000
#> JC35_473.1_MA_S45_ 2 0.000
#> JC35_474.1_MA_S45_ 4 0.498
#> JC35_475.1_T_MA_S45_ 1 0.249
#> JC35_476.1_W.53_MA_S45_ 2 0.000
#> JC35_477.1.53_MA_S45_ 1 0.000
#> JC35_478.1.53_MA_S45_ 1 0.000
#> JC35_479.1_MA_S45_ 1 1.000
#> JC35_480.1_W.54_MA_S45_ 3 0.000
#> JC35_481.1.54_MA_S45_ 1 0.000
#> JC35_482.1.55_MA_S45_ 3 1.000
#> JC35_483.1_W.55_MA_S45_ 1 0.502
#> JC35_472.2_MA_S45_ 1 0.000
#> JC35_473.2_MA_S45_ 1 0.502
#> JC35_474.2_MA_S45_ 4 0.751
#> JC35_475.2_T_MA_S45_ 1 0.000
#> JC35_476.2_W.53_MA_S45_ 1 0.000
#> JC35_477.2.53_MA_S45_ 1 1.000
#> JC35_478.2.53_MA_S45_ 4 0.000
#> JC35_479.2_MA_S45_ 1 0.000
#> JC35_480.2_W.54_MA_S45_ 1 0.000
#> JC35_481.2.54_MA_S45_ 1 0.000
#> JC35_482.2.55_MA_S45_ 2 0.000
#> JC35_483.2_W.55_MA_S45_ 1 0.000
#> JC35_484.2_MA_S45_ 1 1.000
#> JC36_490.4_._W.57_MA_S46_ 2 0.000
#> JC36_492.3.57_MA_S46_ 2 0.000
#> JC36_495.1.58_MA_S46_ 2 0.000
#> JC36_496.1.58_MA_S46_ 1 0.000
#> JC36_486.2_T.56_MA_S46_ 1 0.751
#> JC36_488.2.56_MA_S46_ 4 0.000
#> JC36_489.2.56_MA_S46_ 2 0.000
#> JC36_490.2_._W.57_MA_S46_ 2 0.000
#> JC36_490.3_._W.57_MA_S46_ 2 0.000
#> JC36_492.2.57_MA_S46_ 1 0.000
#> JC36_495.3_..58_MA_S46_ 2 0.000
#> JC36_494.2.58_MA_S46_ 2 0.000
#> JC36_495.2.58_MA_S46_ 2 0.000
#> JC36_500.1_MA_S46_ 2 0.000
#> JC36_503.1_._adi_MA_S46_ 3 0.000
#> JC36_507.3.59_MA_S46_ 2 0.000
#> JC36_500.2_MA_S46_ 2 0.000
#> JC36_503.3_MA_S46_ 4 0.000
#> JC36_503.2_MA_S46_ 4 1.000
#> JC36_505.2.59_MA_S46_ 2 0.000
#> JC36_506.2.59_MA_S46_ 2 0.000
#> JC36_507.2.59_MA_S46_ 2 0.000
#> JC36_514.1.62_MA_S46_ 4 0.000
#> JC36_515.3.62_MA_S46_ 2 0.000
#> JC36_515.5.62_MA_S46_ 2 0.000
#> JC36_518.1_._MA_S46_ 4 0.000
#> JC36_520.1_T_MA_S46_ 2 0.000
#> JC36_512.2_W.61_MA_S46_ 3 0.000
#> JC36_513.2_MA_S46_ 2 0.000
#> JC36_514.2.62_MA_S46_ 1 1.000
#> JC36_515.2.62_MA_S46_ 1 1.000
#> JC36_515.4.62_MA_S46_ 2 0.000
#> JC36_515.6.62_MA_S46_ 4 0.000
#> JC36_518.2_._MA_S46_ 1 0.498
#> JC36_523.1.63_MA_S46_ 1 0.249
#> JC36_524.1_..63_MA_S46_ 4 0.502
#> JC36_524.3.63_MA_S46_ 1 0.498
#> JC36_524.5.63_MA_S46_ 4 0.000
#> JC36_527.1_MA_S46_ 2 0.751
#> JC36_528.1_MA_S46_ 2 0.000
#> JC36_529.1_._MA_S46_ 1 0.249
#> JC36_531.1_MA_S46_ 3 0.000
#> JC36_521.2_MA_S46_ 1 0.498
#> JC36_522.2_MA_S46_ 2 0.000
#> JC36_523.2.63_MA_S46_ 2 0.000
#> JC36_524.2.63_MA_S46_ 2 0.000
#> JC36_531.3_._MA_S46_ 4 0.000
#> JC36_528.2_MA_S46_ 2 0.000
#> JC37_534.1.64_MA_S46_ 2 0.000
#> JC37_537.1_MA_S46_ 3 0.000
#> JC37_539.1_..65_MA_S46_ 4 0.000
#> JC37_539.3.65_MA_S46_ 2 0.000
#> JC37_541.1.65_MA_S46_ 4 0.000
#> JC37_533.2_._W.64_MA_S46_ 3 0.000
#> JC37_534.3.64_MA_S46_ 2 0.000
#> JC37_534.5.64_MA_S46_ 3 0.000
#> JC37_537.2_MA_S46_ 3 0.000
#> JC37_538.2_MA_S46_ 2 0.000
#> JC37_539.2.65_MA_S46_ 4 1.000
#> JC37_542.2.65_MA_S46_ 3 0.000
#> JC37_549.1_MA_S46_ 1 0.000
#> JC37_556.1.66_MA_S46_ 2 0.000
#> JC37_547.2_MA_S46_ 2 0.000
#> JC37_549.2_MA_S46_ 2 0.000
#> JC37_551.2_MA_S46_ 2 0.000
#> JC37_554.2_MA_S46_ 2 0.000
#> JC37_557.1_ery.66_MA_S46_ 4 0.000
#> JC37_558.1.66_MA_S46_ 2 0.000
#> JC37_559.1_ery.66_MA_S46_ 1 1.000
#> JC37_566.1.67_MA_S46_ 1 1.000
#> JC37_558.2_ery.66_MA_S46_ 1 1.000
#> JC37_559.2_ery.66_MA_S46_ 1 0.751
#> JC37_561.2_MA_S46_ 2 0.249
#> JC37_562.2_._ery.67_MA_S46_ 1 0.249
#> JC37_562.3_..67_MA_S46_ 1 0.000
#> JC37_565.2.67_MA_S46_ 1 1.000
#> JC37_566.2.67_MA_S46_ 1 0.000
#> JC37_567.2.67_MA_S46_ 4 0.502
#> JC37_571.1_..68_MA_S46_ 1 1.000
#> JC37_573.1_MA_S46_ 1 1.000
#> JC37_574.1_T_MA_S46_ 1 0.747
#> JC37_574.3_T_MA_S46_ 1 0.249
#> JC37_577.1.69_MA_S46_ 1 1.000
#> JC37_578.1_MA_S46_ 2 0.000
#> JC37_569.2_MA_S46_ 1 1.000
#> JC37_571.3_..68_MA_S46_ 3 0.000
#> JC37_574.2_T_MA_S46_ 3 0.000
#> JC37_578.2_MA_S46_ 2 0.000
#> JC39_583.1.70_FE_S23_ 3 0.000
#> JC39_585.1_T.70_FE_S23_ 4 0.249
#> JC39_581.4.70_FE_S23_ 3 0.000
#> JC39_584.2_div.70_FE_S23_ 4 0.000
#> JC39_587.2.70_FE_S23_ 3 0.000
#> JC39_589.2.71_FE_S23_ 3 0.000
#> JC39_593.1.71_FE_S23_ 3 0.000
#> JC39_595.1.72_FE_S23_ 2 0.000
#> JC39_597.1_T_FE_S23_ 1 0.000
#> JC39_597.3_T_FE_S23_ 3 0.000
#> JC39_601.1_FE_S23_ 2 0.000
#> JC39_602.1_FE_S23_ 2 0.000
#> JC39_593.2.71_FE_S23_ 4 0.000
#> JC39_595.2.72_FE_S23_ 2 0.000
#> JC39_596.2.72_FE_S23_ 2 0.000
#> JC39_597.2_T_FE_S23_ 3 0.000
#> JC39_603.3_T_FE_S23_ 3 0.249
#> JC39_599.2_FE_S23_ 3 0.000
#> JC39_600.2_FE_S23_ 2 0.000
#> JC39_603.2_T_FE_S23_ 3 0.000
#> JC39_615.1_FE_S23_ 2 0.000
#> JC39_616.1_FE_S23_ 3 0.000
#> JC39_606.2_FE_S23_ 3 0.000
#> JC39_608.2_FE_S23_ 3 0.000
#> JC39_618.4_._FE_S23_ 1 0.000
#> JC39_610.2_FE_S23_ 4 0.000
#> JC39_611.2_FE_S23_ 1 0.000
#> JC39_613.2.73_FE_S23_ 1 0.000
#> JC39_618.3_._FE_S23_ 2 0.000
#> JC39_619.1_FE_S23_ 1 0.000
#> JC39_620.1_FE_S23_ 3 0.000
#> JC39_621.1_._FE_S23_ 1 0.498
#> JC39_621.3_FE_S23_ 1 0.751
#> JC39_623.1_FE_S23_ 4 0.000
#> JC39_624.3_T_FE_S23_ 1 0.747
#> JC39_626.1_T_FE_S23_ 4 0.751
#> JC39_628.1_FE_S23_ 2 0.000
#> JC39_618.1_._FE_S23_ 2 0.000
#> JC39_618.2_._FE_S23_ 2 0.000
#> JC39_620.2_FE_S23_ 2 0.000
#> JC39_624.2_T_FE_S23_ 4 0.000
#> JC39_628.2_FE_S23_ 2 0.000
#> JC40_629.1.74_FE_S23_ 1 0.000
#> JC40_630.1.74_FE_S23_ 3 0.000
#> JC40_631.1.74_FE_S23_ 1 1.000
#> JC40_634.1.75_FE_S23_ 1 0.000
#> JC40_635.1_T.76_FE_S23_ 1 0.000
#> JC40_635.3_T.76_FE_S23_ 1 0.249
#> JC40_637.1.76_FE_S23_ 2 0.000
#> JC40_638.1_T.76_FE_S23_ 2 0.000
#> JC40_639.1_FE_S23_ 2 0.000
#> JC40_640.1_FE_S23_ 3 0.000
#> JC40_629.2.74_FE_S23_ 1 0.747
#> JC40_630.2.74_FE_S23_ 2 0.000
#> JC40_631.2.74_FE_S23_ 1 0.249
#> JC40_634.2.75_FE_S23_ 4 0.249
#> JC40_635.2_T.76_FE_S23_ 1 0.751
#> JC40_638.3_T.76_FE_S23_ 1 0.000
#> JC40_637.2.76_FE_S23_ 1 0.751
#> JC40_638.2_T.76_FE_S23_ 3 0.000
#> JC40_639.2_FE_S23_ 2 0.000
#> JC40_641.1_FE_S23_ 1 0.751
#> JC40_642.1_FE_S23_ 1 1.000
#> JC40_643.1.77_FE_S23_ 1 0.000
#> JC40_645.1.77_FE_S23_ 1 0.000
#> JC40_646.1.77_FE_S23_ 1 0.000
#> JC40_647.1_FE_S23_ 1 0.000
#> JC40_648.1.78_FE_S23_ 2 0.000
#> JC40_652.1_FE_S23_ 1 1.000
#> JC40_641.2_FE_S23_ 2 0.000
#> JC40_643.2.77_FE_S23_ 4 1.000
#> JC40_645.2.77_FE_S23_ 3 0.000
#> JC40_646.2.77_FE_S23_ 2 0.000
#> JC40_647.2_FE_S23_ 1 1.000
#> JC40_648.2.78_FE_S23_ 2 0.000
#> JC40_649.2_T.78_FE_S23_ 2 0.000
#> JC40_652.3_._FE_S23_ 2 0.000
#> JC40_652.2_FE_S23_ 2 0.000
#> JC40_654.1_FE_S23_ 1 0.249
#> JC40_656.1.79_FE_S23_ 3 0.000
#> JC40_657.1_..79_FE_S23_ 4 1.000
#> JC40_657.3.79_FE_S23_ 1 0.000
#> JC40_660.1.79_FE_S23_ 3 0.000
#> JC40_660.5.79_FE_S23_ 3 0.253
#> JC40_663.1_FE_S23_ 2 0.000
#> JC40_653.2_W_FE_S23_ 2 0.000
#> JC40_654.2_FE_S23_ 2 1.000
#> JC40_655.2.79_FE_S23_ 1 0.000
#> JC40_656.2.79_FE_S23_ 3 0.000
#> JC40_657.2.79_FE_S23_ 3 0.000
#> JC40_659.2.79_FE_S23_ 3 0.000
#> JC40_660.2.79_FE_S23_ 3 0.000
#> JC40_660.4.79_FE_S23_ 3 0.000
#> JC40_663.2_FE_S23_ 1 1.000
#> JC40_664.2.80_FE_S23_ 2 1.000
#> JC40_666.1.81_FE_S23_ 3 0.000
#> JC40_667.1.81_FE_S23_ 1 0.000
#> JC40_669.1.81_FE_S23_ 1 0.000
#> JC40_670.1_W.81_FE_S23_ 1 0.000
#> JC40_671.1.82_FE_S23_ 1 0.000
#> JC40_672.1.82_FE_S23_ 4 0.502
#> JC40_673.1.82_FE_S23_ 1 1.000
#> JC40_674.1_T_FE_S23_ 2 0.000
#> JC40_674.3_T_FE_S23_ 2 0.000
#> JC40_676.1_T_FE_S23_ 1 0.000
#> JC40_665.2.80_FE_S23_ 1 0.000
#> JC40_666.2.81_FE_S23_ 3 0.253
#> JC40_667.2.81_FE_S23_ 1 1.000
#> JC40_668.2.81_FE_S23_ 1 0.000
#> JC40_669.2.81_FE_S23_ 1 0.249
#> JC40_670.2_W.81_FE_S23_ 4 1.000
#> JC40_671.2.82_FE_S23_ 1 0.000
#> JC40_672.2.82_FE_S23_ 1 1.000
#> JC40_673.2.82_FE_S23_ 4 0.000
#> JC40_674.2_T_FE_S23_ 2 0.498
#> JC40_676.2_T_FE_S23_ 1 1.000
#> JC41_683.1.85_FE_S52_ 3 0.000
#> JC41_684.1.85_FE_S52_ 3 0.000
#> JC41_685.1.85_FE_S52_ 3 0.000
#> JC41_686.1_..85_FE_S52_ 1 1.000
#> JC41_686.3.85_FE_S52_ 3 0.000
#> JC41_680.3_FE_S52_ 3 0.000
#> JC41_681.2.84_FE_S52_ 1 1.000
#> JC41_683.2.85_FE_S52_ 3 0.000
#> JC41_684.2.85_FE_S52_ 3 0.000
#> JC41_685.2.85_FE_S52_ 3 0.000
#> JC41_686.2.85_FE_S52_ 1 0.000
#> JC41_688.1_._FE_S52_ 4 0.502
#> JC41_688.2_._FE_S52_ 2 0.000
#> JC41_690.1.86_FE_S52_ 2 0.000
#> JC41_691.1.86_FE_S52_ 2 0.000
#> JC41_693.1_FE_S52_ 3 0.000
#> JC41_694.1_FE_S52_ 3 0.000
#> JC41_695.1_W.87_FE_S52_ 2 0.000
#> JC41_696.1.87_FE_S52_ 4 0.000
#> JC41_697.1_._FE_S52_ 3 0.000
#> JC41_699.1.88_FE_S52_ 2 0.000
#> JC41_700.1_T.88_FE_S52_ 3 0.000
#> JC41_691.2.86_FE_S52_ 2 0.000
#> JC41_692.2_FE_S52_ 2 0.000
#> JC41_695.2_W.87_FE_S52_ 2 0.000
#> JC41_700.2_T_FE_S52_ 3 0.000
#> JC41_701.1_W_FE_S52_ 3 0.000
#> JC41_702.3_FE_S52_ 4 0.000
#> JC41_704.1_FE_S52_ 3 0.000
#> JC41_705.1_._FE_S52_ 4 0.000
#> JC41_705.3_FE_S52_ 3 0.000
#> JC41_708.1_T.89_FE_S52_ 3 0.000
#> JC41_711.1.90_FE_S52_ 2 0.000
#> JC41_712.1.90_FE_S52_ 2 0.000
#> JC41_701.2_W_FE_S52_ 3 0.000
#> JC41_702.2_FE_S52_ 3 0.000
#> JC41_708.3_T.89_FE_S52_ 4 0.000
#> JC41_705.2_FE_S52_ 1 1.000
#> JC41_709.2.90_FE_S52_ 2 0.000
#> JC41_710.2_W.90_FE_S52_ 4 0.000
#> JC41_711.2.90_FE_S52_ 3 0.000
#> JC41_712.2.90_FE_S52_ 3 0.751
#> JC41_713.1.90_FE_S52_ 3 0.000
#> JC41_721.1.91_FE_S52_ 4 1.000
#> JC41_724.1_FE_S52_ 4 0.249
#> JC41_713.2.90_FE_S52_ 1 0.000
#> JC41_715.2_FE_S52_ 4 0.000
#> JC41_716.2_FE_S52_ 1 1.000
#> JC41_722.3_T.91_FE_S52_ 3 0.000
#> JC41_721.2.91_FE_S52_ 4 0.000
#> JC41_723.2.91_FE_S52_ 2 0.000
#> JC43_725.1_T.92_FE_S27_ 3 0.000
#> JC43_725.3_T.92_FE_S27_ 3 0.000
#> JC43_727.1_T.92_FE_S27_ 4 1.000
#> JC43_729.1_T.92_FE_S27_ 1 0.000
#> JC43_729.3_T.92_FE_S27_ 2 0.000
#> JC43_731.1.92_FE_S27_ 3 0.000
#> JC43_732.1.93_FE_S27_ 2 0.000
#> JC43_736.1.94_FE_S27_ 3 0.000
#> JC43_725.2_T.92_FE_S27_ 3 0.000
#> JC43_727.3_T.92_FE_S27_ 3 0.000
#> JC43_729.2_T.92_FE_S27_ 3 0.000
#> JC43_734.3_T.92_FE_S27_ 2 0.000
#> JC43_731.2.92_FE_S27_ 1 1.000
#> JC43_733.2.93_FE_S27_ 2 0.249
#> JC43_734.2_T.94_FE_S27_ 2 0.000
#> JC43_736.2.94_FE_S27_ 1 0.498
#> JC43_738.3_T.95_FE_S27_ 3 0.000
#> JC43_740.1.95_FE_S27_ 3 0.751
#> JC43_743.1_..95_FE_S27_ 3 0.000
#> JC43_743.4_..95_FE_S27_ 3 0.000
#> JC43_746.1_T.95_FE_S27_ 2 0.000
#> JC43_747.3.95_FE_S27_ 3 0.000
#> JC43_738.2_T.95_FE_S27_ 3 0.000
#> JC43_746.3_T.95_FE_S27_ 3 0.000
#> JC43_740.4.95_FE_S27_ 3 0.000
#> JC43_742.2.95_FE_S27_ 1 1.000
#> JC43_743.2_..95_FE_S27_ 3 0.000
#> JC43_743.3_..95_FE_S27_ 3 0.000
#> JC43_745.2.95_FE_S27_ 3 1.000
#> JC43_746.2_T.95_FE_S27_ 2 0.000
#> JC43_749.3.95_FE_S27_ 3 0.000
#> JC43_749.4.95_FE_S27_ 3 0.751
#> JC43_751.1_FE_S27_ 2 0.000
#> JC43_752.3_FE_S27_ 3 0.000
#> JC43_755.1_..96_FE_S27_ 3 0.000
#> JC43_755.3.96_FE_S27_ 3 0.000
#> JC43_758.1.97_FE_S27_ 2 0.000
#> JC43_759.1_T.97_FE_S27_ 2 0.000
#> JC43_759.3_T.97_FE_S27_ 3 0.000
#> JC43_749.2.95_FE_S27_ 1 0.000
#> JC43_752.2_FE_S27_ 3 0.000
#> JC43_754.3_T.96_FE_S27_ 3 0.000
#> JC43_754.2_T.96_FE_S27_ 3 0.000
#> JC43_755.2.96_FE_S27_ 2 0.000
#> JC43_757.3.96_FE_S27_ 3 0.000
#> JC43_758.2.97_FE_S27_ 2 0.000
#> JC43_759.2_T.97_FE_S27_ 1 0.000
#> JC43_761.1_T.97_FE_S27_ 3 0.000
#> JC43_763.1.98_FE_S27_ 3 0.000
#> JC43_764.1.98_FE_S27_ 3 0.000
#> JC43_765.1.98_FE_S27_ 3 0.000
#> JC43_767.1_FE_S27_ 2 0.000
#> JC43_768.1_FE_S27_ 2 0.000
#> JC43_769.1_FE_S27_ 2 0.000
#> JC43_761.2_T.97_FE_S27_ 3 0.000
#> JC43_763.2.98_FE_S27_ 3 0.000
#> JC43_764.2.98_FE_S27_ 3 0.000
#> JC43_765.2.98_FE_S27_ 3 0.000
#> JC43_766.2_ery.98_FE_S27_ 1 0.000
#> JC43_767.2_FE_S27_ 2 0.000
#> JC43_768.2_FE_S27_ 2 0.000
#> JC43_771.2_FE_S27_ 1 0.249
#> JC43_772.2_FE_S27_ 2 0.000
#> JC44_775.1.99_FE_S27_ 3 0.000
#> JC44_776.1_._FE_S27_ 3 0.000
#> JC44_780.1_FE_S27_ 2 0.000
#> JC44_781.1_FE_S27_ 2 0.000
#> JC44_782.1.100_FE_S27_ 3 0.000
#> JC44_783.1.100_FE_S27_ 1 0.000
#> JC44_784.1.100_FE_S27_ 1 0.000
#> JC44_773.2_W.99_FE_S27_ 3 0.000
#> JC44_774.2.99_FE_S27_ 3 0.000
#> JC44_775.2.99_FE_S27_ 3 0.000
#> JC44_778.2_FE_S27_ 2 0.000
#> JC44_778.4_FE_S27_ 4 0.000
#> JC44_782.2.100_FE_S27_ 3 0.000
#> JC44_783.2.100_FE_S27_ 3 0.000
#> JC44_785.1_..100_FE_S27_ 2 0.000
#> JC44_788.1_big_adipo_FE_S27_ 1 0.751
#> JC44_789.3_FE_S27_ 3 0.000
#> JC44_792.1_FE_S27_ 2 1.000
#> JC44_795.1_FE_S27_ 1 0.000
#> JC44_796.1_._FE_S27_ 3 0.000
#> JC44_785.2.100_FE_S27_ 1 0.000
#> JC44_787.3_T_FE_S27_ 1 1.000
#> JC44_787.2_T_FE_S27_ 2 0.000
#> JC44_788.2_FE_S27_ 2 0.000
#> JC44_798.1.101_FE_S27_ 3 0.000
#> JC44_799.1.101_FE_S27_ 3 0.000
#> JC44_804.1_T_FE_S27_ 4 0.000
#> JC44_798.2.101_FE_S27_ 3 0.000
#> JC44_799.2.101_FE_S27_ 3 0.000
#> JC44_801.2.102_FE_S27_ 2 0.000
#> JC44_802.2.102_FE_S27_ 3 0.000
#> JC44_803.2.102_FE_S27_ 3 0.000
#> JC44_807.2.103_FE_S27_ 3 0.000
#> JC44_808.4.103_FE_S27_ 3 0.000
#> JC44_810.1_T.103_FE_S27_ 3 0.000
#> JC44_810.3_T.103_FE_S27_ 3 0.000
#> JC44_812.1.103_FE_S27_ 2 0.000
#> JC44_813.1_T.104_FE_S27_ 1 1.000
#> JC44_814.1.104_FE_S27_ 1 1.000
#> JC44_815.1.105_FE_S27_ 2 0.000
#> JC44_816.1.105_FE_S27_ 2 0.000
#> JC44_817.1_._FE_S27_ 1 0.000
#> JC44_817.3_FE_S27_ 2 0.000
#> JC44_808.5.103_FE_S27_ 3 0.000
#> JC44_813.3_T_FE_S27_ 2 0.000
#> JC44_812.2.103_FE_S27_ 1 1.000
#> JC44_813.2_T.104_FE_S27_ 2 0.747
#> JC44_814.2.104_FE_S27_ 1 0.000
#> JC44_815.2.105_FE_S27_ 2 0.000
#> JC44_816.2.105_FE_S27_ 1 0.000
#> JC44_820.2_FE_S27_ 1 0.498
#> JC45_823.1.106_FE_S30_ 2 0.000
#> JC45_824.1.106_FE_S30_ 3 0.000
#> JC45_828.1.107_FE_S30_ 3 0.000
#> JC45_829.1.107_FE_S30_ 3 0.000
#> JC45_830.5_FE_S30_ 4 0.253
#> JC45_830.3_FE_S30_ 2 0.000
#> JC45_821.2.106_FE_S30_ 3 0.000
#> JC45_823.2.106_FE_S30_ 3 0.000
#> JC45_824.2.106_FE_S30_ 1 0.000
#> JC45_826.2.107_FE_S30_ 3 0.000
#> JC45_827.2.107_FE_S30_ 3 0.000
#> JC45_828.2.107_FE_S30_ 3 0.000
#> JC45_835.3_T.108_FE_S30_ 3 0.000
#> JC45_833.1_FE_S30_ 3 0.000
#> JC45_836.1.109_FE_S30_ 3 0.000
#> JC45_839.1.110_FE_S30_ 1 1.000
#> JC45_840.1.110_FE_S30_ 3 0.000
#> JC45_841.1_big_FE_S30_ 4 0.000
#> JC45_843.1_FE_S30_ 2 0.000
#> JC45_844.1.111_FE_S30_ 3 0.000
#> JC45_833.2_FE_S30_ 3 0.000
#> JC45_834.2.108_FE_S30_ 1 0.000
#> JC45_835.2_T.108_FE_S30_ 1 0.000
#> JC45_837.2_T.109_FE_S30_ 3 0.000
#> JC45_850.3.112_FE_S30_ 3 0.000
#> JC45_839.2.110_FE_S30_ 3 0.000
#> JC45_840.2.110_FE_S30_ 3 0.000
#> JC45_841.2_FE_S30_ 3 0.000
#> JC45_846.1.111_FE_S30_ 3 0.000
#> JC45_847.1_FE_S30_ 3 0.000
#> JC45_848.1_FE_S30_ 2 0.000
#> JC45_850.1_..112_FE_S30_ 3 0.000
#> JC45_851.1.112_FE_S30_ 1 0.000
#> JC45_852.1.112_FE_S30_ 3 0.000
#> JC45_852.3.112_FE_S30_ 3 0.000
#> JC45_854.1.112_FE_S30_ 3 0.000
#> JC45_855.1.112_FE_S30_ 4 0.000
#> JC45_846.2.111_FE_S30_ 1 0.000
#> JC45_848.2_FE_S30_ 2 0.000
#> JC45_849.2_FE_S30_ 3 0.000
#> JC45_851.2_ery.112_FE_S30_ 1 0.000
#> JC45_852.2_..112_FE_S30_ 3 0.000
#> JC45_857.1_FE_S30_ 3 0.000
#> JC45_858.1_FE_S30_ 3 0.000
#> JC45_862.1_FE_S30_ 1 0.498
#> JC45_864.1_._FE_S30_ 4 0.000
#> JC45_866.1_FE_S30_ 2 0.000
#> JC45_867.1.113_FE_S30_ 2 0.000
#> JC45_857.2_FE_S30_ 3 0.000
#> JC45_858.2_FE_S30_ 3 0.000
#> JC45_853.1_FE_S30_ 2 0.000
#> JC45_853.2_FE_S30_ 2 0.000
#> JC45_866.2_FE_S30_ 2 0.000
#> JC46_870.1.114_FE_S30_ 3 0.000
#> JC46_872.1.114_FE_S30_ 1 0.000
#> JC46_874.1_FE_S30_ 3 0.000
#> JC46_878.3.115_FE_S30_ 2 0.000
#> JC46_878.4.115_FE_S30_ 3 0.000
#> JC46_869.2.114_FE_S30_ 4 1.000
#> JC46_873.2_FE_S30_ 3 0.000
#> JC46_875.2_T_FE_S30_ 2 0.000
#> JC46_877.3_T_FE_S30_ 2 0.000
#> JC46_877.2_T_FE_S30_ 1 0.249
#> JC46_878.2.115_FE_S30_ 2 0.000
#> JC46_878.6.115_FE_S30_ 1 0.498
#> JC46_878.7.115_FE_S30_ 1 0.000
#> JC46_884.1_FE_S30_ 2 0.000
#> JC46_888.1.117_FE_S30_ 4 0.000
#> JC46_889.1_FE_S30_ 2 0.000
#> JC46_890.1_FE_S30_ 2 0.000
#> JC46_891.1.118_FE_S30_ 1 0.000
#> JC46_892.1_T.118_FE_S30_ 3 0.000
#> JC46_878.8.115_FE_S30_ 3 0.000
#> JC46_883.2.116_FE_S30_ 3 0.000
#> JC46_884.2_FE_S30_ 2 0.000
#> JC46_885.2_FE_S30_ 2 0.000
#> JC46_890.2_FE_S30_ 2 0.000
#> JC46_892.2_T.118_FE_S30_ 3 0.000
#> JC46_896.1.118_FE_S30_ 3 0.000
#> JC46_898.1_FE_S30_ 3 0.000
#> JC46_900.1.119_FE_S30_ 2 0.000
#> JC46_901.1.119_FE_S30_ 2 0.000
#> JC46_904.1.120_FE_S30_ 4 0.000
#> JC46_894.2.118_FE_S30_ 3 0.000
#> JC46_895.2.118_FE_S30_ 3 0.000
#> JC46_898.2_FE_S30_ 3 0.000
#> JC46_900.2.119_FE_S30_ 2 0.000
#> JC46_901.2.119_FE_S30_ 2 0.000
#> JC46_905.1.120_FE_S30_ 4 0.000
#> JC46_906.1.120_FE_S30_ 3 0.000
#> JC46_908.1_T_FE_S30_ 1 1.000
#> JC46_913.1_FE_S30_ 2 0.000
#> JC46_914.1_FE_S30_ 3 0.000
#> JC46_915.1_FE_S30_ 2 0.000
#> JC46_916.1_FE_S30_ 2 0.000
#> JC46_906.2_..120_FE_S30_ 1 1.000
#> JC46_908.3_T_FE_S30_ 2 0.000
#> JC46_908.2_T_FE_S30_ 1 0.000
#> JC46_910.2.121_FE_S30_ 2 0.000
#> JC46_913.2_FE_S30_ 2 0.000
#> JC46_915.2_FE_S30_ 2 0.000
#> JC48P4_938_HSC_FE_S8_ 4 0.000
#> JC48P4_1002_HSC_FE_S8_ 4 0.000
#> JC48P7_1026_HSC_FE_S8_ 4 0.751
#> JC48P7_1036_HSC_FE_S8_ 4 0.000
#> JC48P7_1043_HSC_FE_S8_ 4 0.000
#> JC48P7_1078_HSC_FE_S8_ 1 0.000
#> JC48P7_1085_HSC_FE_S8_ 1 1.000
#> JC48P7_1096_HSC_FE_S8_ 4 0.000
#> JC48P6_1116_HSC_FE_S8_ 4 0.000
#> JC48P6_1122_HSC_FE_S8_ 4 0.000
#> JC48P6_1124_HSC_FE_S8_ 4 0.000
#> JC48P6_1126_HSC_FE_S8_ 4 0.000
#> JC48P6_1132_HSC_FE_S8_ 4 0.000
#> JC48P6_1190_HSC_FE_S8_ 4 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 sample(p-value) k
#> ATC:skmeans 848 9.41e-56 2
#> ATC:skmeans 879 4.76e-88 3
#> ATC:skmeans 944 1.50e-110 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: Node0131-leaf , Node0132-leaf , Node0211 , Node0212 , Node0213-leaf , Node0221-leaf , Node0222 , Node0223-leaf .
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 3217 rows and 205 columns.
#> Top rows (303) 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 0.981 0.992 0.499 0.501 0.501
#> 3 3 0.951 0.930 0.968 0.241 0.850 0.709
#> 4 4 0.916 0.912 0.960 0.113 0.922 0.796
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
#> JC20_48.1.2_FE_S25_ 1 0.000 0.993 1.00 0.00
#> JC20_42.2.1_FE_S25_ 1 0.000 0.993 1.00 0.00
#> JC21_81.1_FE_S25_ 2 0.402 0.909 0.08 0.92
#> JC26_103.1_S32_ 2 0.000 0.990 0.00 1.00
#> JC26_104.1_S32_ 2 0.000 0.990 0.00 1.00
#> JC26_102.2_S32_ 1 0.000 0.993 1.00 0.00
#> JC26_112.1.4_S32_ 2 0.000 0.990 0.00 1.00
#> JC26_119.1_W.6_S32_ 2 0.000 0.990 0.00 1.00
#> JC26_112.2.4_S32_ 2 0.000 0.990 0.00 1.00
#> JC26_127.2_S32_ 1 0.000 0.993 1.00 0.00
#> JC26_135.2.7_S32_ 1 0.000 0.993 1.00 0.00
#> JC26_136.2.7_S32_ 2 0.000 0.990 0.00 1.00
#> JC27_156.2.9_MA_S33_ 2 0.000 0.990 0.00 1.00
#> JC27_166.2_MA_S33_ 1 0.000 0.993 1.00 0.00
#> JC27_167.2_MA_S33_ 2 0.529 0.862 0.12 0.88
#> JC27_173.1_MA_S33_ 1 0.000 0.993 1.00 0.00
#> JC27_174.1_MA_S33_ 2 0.000 0.990 0.00 1.00
#> JC27_175.2_MA_S33_ 2 0.000 0.990 0.00 1.00
#> JC27_190.2_MA_S33_ 2 0.000 0.990 0.00 1.00
#> JC27_193.4_MA_S33_ 2 0.000 0.990 0.00 1.00
#> JC28_203.2_FE_S33_ 2 0.000 0.990 0.00 1.00
#> JC28_214.1.26_FE_S33_ 2 0.795 0.685 0.24 0.76
#> JC30_255.2_MA 1 0.000 0.993 1.00 0.00
#> JC32_294.1.37_ 2 0.000 0.990 0.00 1.00
#> JC32_296.3_T.37_ 2 0.000 0.990 0.00 1.00
#> JC32_307.2.39_ 1 0.827 0.647 0.74 0.26
#> JC32_309.2.40_ 2 0.000 0.990 0.00 1.00
#> JC32_315.2_T.41_ 1 0.000 0.993 1.00 0.00
#> JC32_319.1.41_ 2 0.000 0.990 0.00 1.00
#> JC32_328.1.43_ 2 0.000 0.990 0.00 1.00
#> JC32_338.1.44_ 1 0.000 0.993 1.00 0.00
#> JC32_329.2.43_ 2 0.000 0.990 0.00 1.00
#> JC32_333.2.43_ 1 0.000 0.993 1.00 0.00
#> JC32_338.2.44_ 2 0.000 0.990 0.00 1.00
#> JC32_340.2_T_ 2 0.990 0.213 0.44 0.56
#> JC35_437.3_._big.45_MA_S45_ 1 0.000 0.993 1.00 0.00
#> JC35_457.1.49_MA_S45_ 1 0.000 0.993 1.00 0.00
#> JC35_464.1.51_MA_S45_ 1 0.242 0.954 0.96 0.04
#> JC35_469.3_T.52_MA_S45_ 1 0.000 0.993 1.00 0.00
#> JC35_480.1_W.54_MA_S45_ 1 0.000 0.993 1.00 0.00
#> JC35_482.1.55_MA_S45_ 1 0.000 0.993 1.00 0.00
#> JC36_503.1_._adi_MA_S46_ 1 0.000 0.993 1.00 0.00
#> JC36_512.2_W.61_MA_S46_ 1 0.000 0.993 1.00 0.00
#> JC36_531.1_MA_S46_ 2 0.000 0.990 0.00 1.00
#> JC37_537.1_MA_S46_ 2 0.000 0.990 0.00 1.00
#> JC37_533.2_._W.64_MA_S46_ 1 0.000 0.993 1.00 0.00
#> JC37_534.5.64_MA_S46_ 2 0.000 0.990 0.00 1.00
#> JC37_537.2_MA_S46_ 2 0.000 0.990 0.00 1.00
#> JC37_542.2.65_MA_S46_ 2 0.000 0.990 0.00 1.00
#> JC37_571.3_..68_MA_S46_ 1 0.000 0.993 1.00 0.00
#> JC37_574.2_T_MA_S46_ 2 0.000 0.990 0.00 1.00
#> JC39_583.1.70_FE_S23_ 2 0.000 0.990 0.00 1.00
#> JC39_581.4.70_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC39_587.2.70_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC39_589.2.71_FE_S23_ 2 0.000 0.990 0.00 1.00
#> JC39_593.1.71_FE_S23_ 1 0.402 0.911 0.92 0.08
#> JC39_597.3_T_FE_S23_ 2 0.000 0.990 0.00 1.00
#> JC39_597.2_T_FE_S23_ 2 0.000 0.990 0.00 1.00
#> JC39_603.3_T_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC39_599.2_FE_S23_ 2 0.000 0.990 0.00 1.00
#> JC39_603.2_T_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC39_616.1_FE_S23_ 2 0.000 0.990 0.00 1.00
#> JC39_606.2_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC39_608.2_FE_S23_ 2 0.000 0.990 0.00 1.00
#> JC39_620.1_FE_S23_ 2 0.000 0.990 0.00 1.00
#> JC40_630.1.74_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC40_640.1_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC40_638.2_T.76_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC40_645.2.77_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC40_656.1.79_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC40_660.1.79_FE_S23_ 2 0.000 0.990 0.00 1.00
#> JC40_660.5.79_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC40_656.2.79_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC40_657.2.79_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC40_659.2.79_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC40_660.2.79_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC40_660.4.79_FE_S23_ 2 0.000 0.990 0.00 1.00
#> JC40_666.1.81_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC40_666.2.81_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC41_683.1.85_FE_S52_ 1 0.000 0.993 1.00 0.00
#> JC41_684.1.85_FE_S52_ 2 0.000 0.990 0.00 1.00
#> JC41_685.1.85_FE_S52_ 1 0.000 0.993 1.00 0.00
#> JC41_686.3.85_FE_S52_ 1 0.000 0.993 1.00 0.00
#> JC41_680.3_FE_S52_ 1 0.000 0.993 1.00 0.00
#> JC41_683.2.85_FE_S52_ 1 0.000 0.993 1.00 0.00
#> JC41_684.2.85_FE_S52_ 1 0.000 0.993 1.00 0.00
#> JC41_685.2.85_FE_S52_ 1 0.000 0.993 1.00 0.00
#> JC41_693.1_FE_S52_ 1 0.000 0.993 1.00 0.00
#> JC41_694.1_FE_S52_ 2 0.000 0.990 0.00 1.00
#> JC41_697.1_._FE_S52_ 2 0.000 0.990 0.00 1.00
#> JC41_700.1_T.88_FE_S52_ 1 0.402 0.911 0.92 0.08
#> JC41_700.2_T_FE_S52_ 1 0.000 0.993 1.00 0.00
#> JC41_701.1_W_FE_S52_ 2 0.000 0.990 0.00 1.00
#> JC41_704.1_FE_S52_ 1 0.000 0.993 1.00 0.00
#> JC41_705.3_FE_S52_ 2 0.000 0.990 0.00 1.00
#> JC41_708.1_T.89_FE_S52_ 2 0.000 0.990 0.00 1.00
#> JC41_701.2_W_FE_S52_ 2 0.000 0.990 0.00 1.00
#> JC41_702.2_FE_S52_ 2 0.000 0.990 0.00 1.00
#> JC41_711.2.90_FE_S52_ 2 0.000 0.990 0.00 1.00
#> JC41_712.2.90_FE_S52_ 1 0.000 0.993 1.00 0.00
#> JC41_713.1.90_FE_S52_ 2 0.000 0.990 0.00 1.00
#> JC41_722.3_T.91_FE_S52_ 2 0.000 0.990 0.00 1.00
#> JC43_725.1_T.92_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC43_725.3_T.92_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC43_731.1.92_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_736.1.94_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_725.2_T.92_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC43_727.3_T.92_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_729.2_T.92_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC43_738.3_T.95_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_740.1.95_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_743.1_..95_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC43_743.4_..95_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_747.3.95_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_738.2_T.95_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_746.3_T.95_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_740.4.95_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_743.2_..95_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC43_743.3_..95_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_745.2.95_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_749.3.95_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_749.4.95_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_752.3_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC43_755.1_..96_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC43_755.3.96_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC43_759.3_T.97_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC43_752.2_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_754.3_T.96_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_754.2_T.96_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_757.3.96_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_761.1_T.97_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_763.1.98_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC43_764.1.98_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_765.1.98_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_761.2_T.97_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC43_763.2.98_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC43_764.2.98_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC43_765.2.98_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC44_775.1.99_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC44_776.1_._FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC44_782.1.100_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC44_773.2_W.99_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC44_774.2.99_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC44_775.2.99_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC44_782.2.100_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC44_783.2.100_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC44_789.3_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC44_796.1_._FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC44_798.1.101_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC44_799.1.101_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC44_798.2.101_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC44_799.2.101_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC44_802.2.102_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC44_803.2.102_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC44_807.2.103_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC44_808.4.103_FE_S27_ 1 0.827 0.649 0.74 0.26
#> JC44_810.1_T.103_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC44_810.3_T.103_FE_S27_ 1 0.000 0.993 1.00 0.00
#> JC44_808.5.103_FE_S27_ 2 0.000 0.990 0.00 1.00
#> JC45_824.1.106_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_828.1.107_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_829.1.107_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_821.2.106_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC45_823.2.106_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC45_826.2.107_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC45_827.2.107_FE_S30_ 2 0.141 0.971 0.02 0.98
#> JC45_828.2.107_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_835.3_T.108_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_833.1_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_836.1.109_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC45_840.1.110_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_844.1.111_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC45_833.2_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_837.2_T.109_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_850.3.112_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_839.2.110_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_840.2.110_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_841.2_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_846.1.111_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_847.1_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_850.1_..112_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC45_852.1.112_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC45_852.3.112_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC45_854.1.112_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC45_849.2_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC45_852.2_..112_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC45_857.1_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_858.1_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC45_857.2_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_858.2_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC46_870.1.114_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC46_874.1_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC46_878.4.115_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC46_873.2_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC46_892.1_T.118_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC46_878.8.115_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC46_883.2.116_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC46_892.2_T.118_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC46_896.1.118_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC46_898.1_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC46_894.2.118_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC46_895.2.118_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC46_898.2_FE_S30_ 2 0.000 0.990 0.00 1.00
#> JC46_906.1.120_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC46_914.1_FE_S30_ 2 0.000 0.990 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> JC20_48.1.2_FE_S25_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC20_42.2.1_FE_S25_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC21_81.1_FE_S25_ 3 0.2414 0.8666 0.04 0.02 0.94
#> JC26_103.1_S32_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC26_104.1_S32_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC26_102.2_S32_ 1 0.5216 0.6572 0.74 0.00 0.26
#> JC26_112.1.4_S32_ 3 0.5706 0.5559 0.00 0.32 0.68
#> JC26_119.1_W.6_S32_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC26_112.2.4_S32_ 3 0.6302 0.0743 0.00 0.48 0.52
#> JC26_127.2_S32_ 1 0.0892 0.9753 0.98 0.00 0.02
#> JC26_135.2.7_S32_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC26_136.2.7_S32_ 2 0.2537 0.9125 0.00 0.92 0.08
#> JC27_156.2.9_MA_S33_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC27_166.2_MA_S33_ 1 0.2414 0.9384 0.94 0.04 0.02
#> JC27_167.2_MA_S33_ 2 0.0892 0.9508 0.00 0.98 0.02
#> JC27_173.1_MA_S33_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC27_174.1_MA_S33_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC27_175.2_MA_S33_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC27_190.2_MA_S33_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC27_193.4_MA_S33_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC28_203.2_FE_S33_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC28_214.1.26_FE_S33_ 3 0.1529 0.8756 0.04 0.00 0.96
#> JC30_255.2_MA 1 0.0000 0.9901 1.00 0.00 0.00
#> JC32_294.1.37_ 3 0.1529 0.9058 0.00 0.04 0.96
#> JC32_296.3_T.37_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC32_307.2.39_ 3 0.4002 0.7453 0.16 0.00 0.84
#> JC32_309.2.40_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC32_315.2_T.41_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC32_319.1.41_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC32_328.1.43_ 2 0.1529 0.9387 0.00 0.96 0.04
#> JC32_338.1.44_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC32_329.2.43_ 2 0.5016 0.6739 0.00 0.76 0.24
#> JC32_333.2.43_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC32_338.2.44_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC32_340.2_T_ 2 0.2066 0.9031 0.06 0.94 0.00
#> JC35_437.3_._big.45_MA_S45_ 1 0.0892 0.9753 0.98 0.00 0.02
#> JC35_457.1.49_MA_S45_ 1 0.0892 0.9753 0.98 0.00 0.02
#> JC35_464.1.51_MA_S45_ 3 0.4002 0.7457 0.16 0.00 0.84
#> JC35_469.3_T.52_MA_S45_ 3 0.6302 0.0612 0.48 0.00 0.52
#> JC35_480.1_W.54_MA_S45_ 1 0.0892 0.9753 0.98 0.00 0.02
#> JC35_482.1.55_MA_S45_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC36_503.1_._adi_MA_S46_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC36_512.2_W.61_MA_S46_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC36_531.1_MA_S46_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC37_537.1_MA_S46_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC37_533.2_._W.64_MA_S46_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC37_534.5.64_MA_S46_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC37_537.2_MA_S46_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC37_542.2.65_MA_S46_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC37_571.3_..68_MA_S46_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC37_574.2_T_MA_S46_ 2 0.5560 0.5475 0.00 0.70 0.30
#> JC39_583.1.70_FE_S23_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC39_581.4.70_FE_S23_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC39_587.2.70_FE_S23_ 1 0.0892 0.9753 0.98 0.00 0.02
#> JC39_589.2.71_FE_S23_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC39_593.1.71_FE_S23_ 2 0.4002 0.7655 0.16 0.84 0.00
#> JC39_597.3_T_FE_S23_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC39_597.2_T_FE_S23_ 3 0.5948 0.4767 0.00 0.36 0.64
#> JC39_603.3_T_FE_S23_ 1 0.0892 0.9753 0.98 0.00 0.02
#> JC39_599.2_FE_S23_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC39_603.2_T_FE_S23_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC39_616.1_FE_S23_ 2 0.0892 0.9508 0.00 0.98 0.02
#> JC39_606.2_FE_S23_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC39_608.2_FE_S23_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC39_620.1_FE_S23_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC40_630.1.74_FE_S23_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC40_640.1_FE_S23_ 1 0.5706 0.5383 0.68 0.00 0.32
#> JC40_638.2_T.76_FE_S23_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC40_645.2.77_FE_S23_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC40_656.1.79_FE_S23_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC40_660.1.79_FE_S23_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC40_660.5.79_FE_S23_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC40_656.2.79_FE_S23_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC40_657.2.79_FE_S23_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC40_659.2.79_FE_S23_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC40_660.2.79_FE_S23_ 1 0.0892 0.9753 0.98 0.00 0.02
#> JC40_660.4.79_FE_S23_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC40_666.1.81_FE_S23_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC40_666.2.81_FE_S23_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC41_683.1.85_FE_S52_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC41_684.1.85_FE_S52_ 2 0.3686 0.8247 0.00 0.86 0.14
#> JC41_685.1.85_FE_S52_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC41_686.3.85_FE_S52_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC41_680.3_FE_S52_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC41_683.2.85_FE_S52_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC41_684.2.85_FE_S52_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC41_685.2.85_FE_S52_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC41_693.1_FE_S52_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC41_694.1_FE_S52_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC41_697.1_._FE_S52_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC41_700.1_T.88_FE_S52_ 3 0.5397 0.5911 0.28 0.00 0.72
#> JC41_700.2_T_FE_S52_ 1 0.0892 0.9753 0.98 0.00 0.02
#> JC41_701.1_W_FE_S52_ 3 0.6302 0.1254 0.00 0.48 0.52
#> JC41_704.1_FE_S52_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC41_705.3_FE_S52_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC41_708.1_T.89_FE_S52_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC41_701.2_W_FE_S52_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC41_702.2_FE_S52_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC41_711.2.90_FE_S52_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC41_712.2.90_FE_S52_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC41_713.1.90_FE_S52_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC41_722.3_T.91_FE_S52_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC43_725.1_T.92_FE_S27_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC43_725.3_T.92_FE_S27_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC43_731.1.92_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_736.1.94_FE_S27_ 1 0.0892 0.9717 0.98 0.02 0.00
#> JC43_725.2_T.92_FE_S27_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC43_727.3_T.92_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_729.2_T.92_FE_S27_ 2 0.1529 0.9387 0.00 0.96 0.04
#> JC43_738.3_T.95_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_740.1.95_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_743.1_..95_FE_S27_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC43_743.4_..95_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_747.3.95_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_738.2_T.95_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_746.3_T.95_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_740.4.95_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_743.2_..95_FE_S27_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC43_743.3_..95_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_745.2.95_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_749.3.95_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_749.4.95_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_752.3_FE_S27_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC43_755.1_..96_FE_S27_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC43_755.3.96_FE_S27_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC43_759.3_T.97_FE_S27_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC43_752.2_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_754.3_T.96_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_754.2_T.96_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_757.3.96_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_761.1_T.97_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_763.1.98_FE_S27_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC43_764.1.98_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_765.1.98_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_761.2_T.97_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC43_763.2.98_FE_S27_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC43_764.2.98_FE_S27_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC43_765.2.98_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC44_775.1.99_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC44_776.1_._FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC44_782.1.100_FE_S27_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC44_773.2_W.99_FE_S27_ 3 0.5016 0.6897 0.00 0.24 0.76
#> JC44_774.2.99_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC44_775.2.99_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC44_782.2.100_FE_S27_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC44_783.2.100_FE_S27_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC44_789.3_FE_S27_ 2 0.2066 0.9208 0.00 0.94 0.06
#> JC44_796.1_._FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC44_798.1.101_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC44_799.1.101_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC44_798.2.101_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC44_799.2.101_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC44_802.2.102_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC44_803.2.102_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC44_807.2.103_FE_S27_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC44_808.4.103_FE_S27_ 2 0.2959 0.8514 0.10 0.90 0.00
#> JC44_810.1_T.103_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC44_810.3_T.103_FE_S27_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC44_808.5.103_FE_S27_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC45_824.1.106_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC45_828.1.107_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC45_829.1.107_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC45_821.2.106_FE_S30_ 2 0.1529 0.9387 0.00 0.96 0.04
#> JC45_823.2.106_FE_S30_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC45_826.2.107_FE_S30_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC45_827.2.107_FE_S30_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC45_828.2.107_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC45_835.3_T.108_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC45_833.1_FE_S30_ 1 0.4796 0.7255 0.78 0.00 0.22
#> JC45_836.1.109_FE_S30_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC45_840.1.110_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC45_844.1.111_FE_S30_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC45_833.2_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC45_837.2_T.109_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC45_850.3.112_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC45_839.2.110_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC45_840.2.110_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC45_841.2_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC45_846.1.111_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC45_847.1_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC45_850.1_..112_FE_S30_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC45_852.1.112_FE_S30_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC45_852.3.112_FE_S30_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC45_854.1.112_FE_S30_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC45_849.2_FE_S30_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC45_852.2_..112_FE_S30_ 2 0.0000 0.9674 0.00 1.00 0.00
#> JC45_857.1_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC45_858.1_FE_S30_ 3 0.1529 0.9058 0.00 0.04 0.96
#> JC45_857.2_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC45_858.2_FE_S30_ 3 0.5948 0.4767 0.00 0.36 0.64
#> JC46_870.1.114_FE_S30_ 3 0.2066 0.8900 0.00 0.06 0.94
#> JC46_874.1_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC46_878.4.115_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC46_873.2_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC46_892.1_T.118_FE_S30_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC46_878.8.115_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC46_883.2.116_FE_S30_ 2 0.2066 0.9220 0.00 0.94 0.06
#> JC46_892.2_T.118_FE_S30_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC46_896.1.118_FE_S30_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC46_898.1_FE_S30_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC46_894.2.118_FE_S30_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC46_895.2.118_FE_S30_ 3 0.0000 0.9042 0.00 0.00 1.00
#> JC46_898.2_FE_S30_ 3 0.0892 0.9195 0.00 0.02 0.98
#> JC46_906.1.120_FE_S30_ 1 0.0000 0.9901 1.00 0.00 0.00
#> JC46_914.1_FE_S30_ 2 0.0000 0.9674 0.00 1.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> JC20_48.1.2_FE_S25_ 1 0.1637 0.9337 0.94 0.00 0.00 0.06
#> JC20_42.2.1_FE_S25_ 1 0.1637 0.9337 0.94 0.00 0.00 0.06
#> JC21_81.1_FE_S25_ 4 0.1913 0.8609 0.00 0.02 0.04 0.94
#> JC26_103.1_S32_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC26_104.1_S32_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC26_102.2_S32_ 4 0.0707 0.8691 0.00 0.00 0.02 0.98
#> JC26_112.1.4_S32_ 3 0.3801 0.7163 0.00 0.22 0.78 0.00
#> JC26_119.1_W.6_S32_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC26_112.2.4_S32_ 3 0.4790 0.4034 0.00 0.38 0.62 0.00
#> JC26_127.2_S32_ 4 0.3172 0.8077 0.16 0.00 0.00 0.84
#> JC26_135.2.7_S32_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC26_136.2.7_S32_ 2 0.4994 0.1671 0.00 0.52 0.00 0.48
#> JC27_156.2.9_MA_S33_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC27_166.2_MA_S33_ 4 0.2345 0.8621 0.10 0.00 0.00 0.90
#> JC27_167.2_MA_S33_ 2 0.3172 0.7989 0.00 0.84 0.00 0.16
#> JC27_173.1_MA_S33_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC27_174.1_MA_S33_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC27_175.2_MA_S33_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC27_190.2_MA_S33_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC27_193.4_MA_S33_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC28_203.2_FE_S33_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC28_214.1.26_FE_S33_ 4 0.2011 0.8414 0.00 0.00 0.08 0.92
#> JC30_255.2_MA 1 0.1637 0.9337 0.94 0.00 0.00 0.06
#> JC32_294.1.37_ 3 0.1211 0.9175 0.00 0.04 0.96 0.00
#> JC32_296.3_T.37_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC32_307.2.39_ 4 0.5489 0.6494 0.06 0.00 0.24 0.70
#> JC32_309.2.40_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC32_315.2_T.41_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC32_319.1.41_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC32_328.1.43_ 2 0.2921 0.8199 0.00 0.86 0.14 0.00
#> JC32_338.1.44_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC32_329.2.43_ 2 0.4907 0.2740 0.00 0.58 0.42 0.00
#> JC32_333.2.43_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC32_338.2.44_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC32_340.2_T_ 2 0.2706 0.8642 0.02 0.90 0.00 0.08
#> JC35_437.3_._big.45_MA_S45_ 4 0.1637 0.8802 0.06 0.00 0.00 0.94
#> JC35_457.1.49_MA_S45_ 4 0.0000 0.8705 0.00 0.00 0.00 1.00
#> JC35_464.1.51_MA_S45_ 4 0.0707 0.8715 0.00 0.00 0.02 0.98
#> JC35_469.3_T.52_MA_S45_ 4 0.0000 0.8705 0.00 0.00 0.00 1.00
#> JC35_480.1_W.54_MA_S45_ 4 0.1637 0.8802 0.06 0.00 0.00 0.94
#> JC35_482.1.55_MA_S45_ 1 0.3610 0.7547 0.80 0.00 0.00 0.20
#> JC36_503.1_._adi_MA_S46_ 1 0.1637 0.9246 0.94 0.00 0.00 0.06
#> JC36_512.2_W.61_MA_S46_ 1 0.0707 0.9636 0.98 0.00 0.00 0.02
#> JC36_531.1_MA_S46_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC37_537.1_MA_S46_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC37_533.2_._W.64_MA_S46_ 1 0.4134 0.6223 0.74 0.00 0.00 0.26
#> JC37_534.5.64_MA_S46_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC37_537.2_MA_S46_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC37_542.2.65_MA_S46_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC37_571.3_..68_MA_S46_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC37_574.2_T_MA_S46_ 3 0.4790 0.4014 0.00 0.38 0.62 0.00
#> JC39_583.1.70_FE_S23_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC39_581.4.70_FE_S23_ 1 0.2647 0.8523 0.88 0.00 0.00 0.12
#> JC39_587.2.70_FE_S23_ 4 0.1637 0.8802 0.06 0.00 0.00 0.94
#> JC39_589.2.71_FE_S23_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC39_593.1.71_FE_S23_ 2 0.4491 0.7575 0.06 0.80 0.00 0.14
#> JC39_597.3_T_FE_S23_ 2 0.0707 0.9240 0.00 0.98 0.02 0.00
#> JC39_597.2_T_FE_S23_ 3 0.3975 0.6897 0.00 0.24 0.76 0.00
#> JC39_603.3_T_FE_S23_ 4 0.1637 0.8802 0.06 0.00 0.00 0.94
#> JC39_599.2_FE_S23_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC39_603.2_T_FE_S23_ 1 0.4522 0.4895 0.68 0.00 0.00 0.32
#> JC39_616.1_FE_S23_ 2 0.1211 0.9129 0.00 0.96 0.00 0.04
#> JC39_606.2_FE_S23_ 4 0.5000 0.0179 0.50 0.00 0.00 0.50
#> JC39_608.2_FE_S23_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC39_620.1_FE_S23_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC40_630.1.74_FE_S23_ 1 0.1637 0.9337 0.94 0.00 0.00 0.06
#> JC40_640.1_FE_S23_ 4 0.0707 0.8782 0.02 0.00 0.00 0.98
#> JC40_638.2_T.76_FE_S23_ 1 0.1637 0.9337 0.94 0.00 0.00 0.06
#> JC40_645.2.77_FE_S23_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC40_656.1.79_FE_S23_ 1 0.1637 0.9337 0.94 0.00 0.00 0.06
#> JC40_660.1.79_FE_S23_ 2 0.1211 0.9099 0.00 0.96 0.04 0.00
#> JC40_660.5.79_FE_S23_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC40_656.2.79_FE_S23_ 1 0.0707 0.9650 0.98 0.00 0.00 0.02
#> JC40_657.2.79_FE_S23_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC40_659.2.79_FE_S23_ 1 0.1637 0.9337 0.94 0.00 0.00 0.06
#> JC40_660.2.79_FE_S23_ 4 0.0000 0.8705 0.00 0.00 0.00 1.00
#> JC40_660.4.79_FE_S23_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC40_666.1.81_FE_S23_ 1 0.1637 0.9337 0.94 0.00 0.00 0.06
#> JC40_666.2.81_FE_S23_ 1 0.1637 0.9337 0.94 0.00 0.00 0.06
#> JC41_683.1.85_FE_S52_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC41_684.1.85_FE_S52_ 2 0.4841 0.7467 0.00 0.78 0.14 0.08
#> JC41_685.1.85_FE_S52_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC41_686.3.85_FE_S52_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC41_680.3_FE_S52_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC41_683.2.85_FE_S52_ 1 0.0707 0.9637 0.98 0.00 0.00 0.02
#> JC41_684.2.85_FE_S52_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC41_685.2.85_FE_S52_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC41_693.1_FE_S52_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC41_694.1_FE_S52_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC41_697.1_._FE_S52_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC41_700.1_T.88_FE_S52_ 4 0.4088 0.7784 0.04 0.00 0.14 0.82
#> JC41_700.2_T_FE_S52_ 4 0.2345 0.8614 0.10 0.00 0.00 0.90
#> JC41_701.1_W_FE_S52_ 3 0.4134 0.6580 0.00 0.26 0.74 0.00
#> JC41_704.1_FE_S52_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC41_705.3_FE_S52_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC41_708.1_T.89_FE_S52_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC41_701.2_W_FE_S52_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC41_702.2_FE_S52_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC41_711.2.90_FE_S52_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC41_712.2.90_FE_S52_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC41_713.1.90_FE_S52_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC41_722.3_T.91_FE_S52_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC43_725.1_T.92_FE_S27_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC43_725.3_T.92_FE_S27_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC43_731.1.92_FE_S27_ 1 0.1211 0.9495 0.96 0.00 0.00 0.04
#> JC43_736.1.94_FE_S27_ 1 0.1637 0.9337 0.94 0.00 0.00 0.06
#> JC43_725.2_T.92_FE_S27_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC43_727.3_T.92_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_729.2_T.92_FE_S27_ 2 0.3172 0.7951 0.00 0.84 0.16 0.00
#> JC43_738.3_T.95_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_740.1.95_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_743.1_..95_FE_S27_ 2 0.0707 0.9248 0.00 0.98 0.00 0.02
#> JC43_743.4_..95_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_747.3.95_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_738.2_T.95_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_746.3_T.95_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_740.4.95_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_743.2_..95_FE_S27_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC43_743.3_..95_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_745.2.95_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_749.3.95_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_749.4.95_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_752.3_FE_S27_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC43_755.1_..96_FE_S27_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC43_755.3.96_FE_S27_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC43_759.3_T.97_FE_S27_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC43_752.2_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_754.3_T.96_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_754.2_T.96_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_757.3.96_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_761.1_T.97_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_763.1.98_FE_S27_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC43_764.1.98_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_765.1.98_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_761.2_T.97_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC43_763.2.98_FE_S27_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC43_764.2.98_FE_S27_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC43_765.2.98_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC44_775.1.99_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC44_776.1_._FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC44_782.1.100_FE_S27_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC44_773.2_W.99_FE_S27_ 3 0.2011 0.8798 0.00 0.08 0.92 0.00
#> JC44_774.2.99_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC44_775.2.99_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC44_782.2.100_FE_S27_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC44_783.2.100_FE_S27_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC44_789.3_FE_S27_ 2 0.3400 0.7692 0.00 0.82 0.18 0.00
#> JC44_796.1_._FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC44_798.1.101_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC44_799.1.101_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC44_798.2.101_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC44_799.2.101_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC44_802.2.102_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC44_803.2.102_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC44_807.2.103_FE_S27_ 2 0.0707 0.9239 0.00 0.98 0.02 0.00
#> JC44_808.4.103_FE_S27_ 2 0.3821 0.7569 0.12 0.84 0.00 0.04
#> JC44_810.1_T.103_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC44_810.3_T.103_FE_S27_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC44_808.5.103_FE_S27_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC45_824.1.106_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC45_828.1.107_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC45_829.1.107_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC45_821.2.106_FE_S30_ 2 0.2345 0.8604 0.00 0.90 0.10 0.00
#> JC45_823.2.106_FE_S30_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC45_826.2.107_FE_S30_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC45_827.2.107_FE_S30_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC45_828.2.107_FE_S30_ 1 0.0707 0.9650 0.98 0.00 0.00 0.02
#> JC45_835.3_T.108_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC45_833.1_FE_S30_ 4 0.3606 0.8108 0.14 0.00 0.02 0.84
#> JC45_836.1.109_FE_S30_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC45_840.1.110_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC45_844.1.111_FE_S30_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC45_833.2_FE_S30_ 1 0.0707 0.9636 0.98 0.00 0.00 0.02
#> JC45_837.2_T.109_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC45_850.3.112_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC45_839.2.110_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC45_840.2.110_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC45_841.2_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC45_846.1.111_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC45_847.1_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC45_850.1_..112_FE_S30_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC45_852.1.112_FE_S30_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC45_852.3.112_FE_S30_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC45_854.1.112_FE_S30_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC45_849.2_FE_S30_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC45_852.2_..112_FE_S30_ 2 0.0000 0.9361 0.00 1.00 0.00 0.00
#> JC45_857.1_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC45_858.1_FE_S30_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC45_857.2_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC45_858.2_FE_S30_ 3 0.2345 0.8600 0.00 0.10 0.90 0.00
#> JC46_870.1.114_FE_S30_ 3 0.1211 0.9167 0.00 0.04 0.96 0.00
#> JC46_874.1_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC46_878.4.115_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC46_873.2_FE_S30_ 1 0.1637 0.9337 0.94 0.00 0.00 0.06
#> JC46_892.1_T.118_FE_S30_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC46_878.8.115_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC46_883.2.116_FE_S30_ 2 0.3801 0.7196 0.00 0.78 0.22 0.00
#> JC46_892.2_T.118_FE_S30_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC46_896.1.118_FE_S30_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC46_898.1_FE_S30_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC46_894.2.118_FE_S30_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC46_895.2.118_FE_S30_ 3 0.2345 0.8558 0.00 0.00 0.90 0.10
#> JC46_898.2_FE_S30_ 3 0.0000 0.9502 0.00 0.00 1.00 0.00
#> JC46_906.1.120_FE_S30_ 1 0.0000 0.9789 1.00 0.00 0.00 0.00
#> JC46_914.1_FE_S30_ 2 0.0000 0.9361 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 sample(p-value) k
#> ATC:skmeans 204 1.50e-02 2
#> ATC:skmeans 200 1.50e-02 3
#> ATC:skmeans 199 7.54e-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: Node0. Child nodes: Node011-leaf , Node012-leaf , Node013 , Node014-leaf , Node021 , Node022 , Node023-leaf , Node031-leaf , Node032-leaf , Node033-leaf , Node034-leaf .
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 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 4270 rows and 375 columns.
#> Top rows (427) 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 0.979 0.991 0.502 0.499 0.499
#> 3 3 0.999 0.967 0.986 0.268 0.835 0.679
#> 4 4 0.983 0.934 0.970 0.117 0.913 0.766
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
#> JC20_29.1_FE_S25_ 1 0.000 0.9912 1.00 0.00
#> JC21_51.1_FE_S25_ 2 0.000 0.9913 0.00 1.00
#> JC21_51.2_FE_S25_ 2 0.000 0.9913 0.00 1.00
#> JC21_56.2_FE_S25_ 1 0.000 0.9912 1.00 0.00
#> JC21_60.2_FE_S25_ 2 0.000 0.9913 0.00 1.00
#> JC21_66.2_FE_S25_ 2 0.000 0.9913 0.00 1.00
#> JC21_76.1_FE_S25_ 2 0.000 0.9913 0.00 1.00
#> JC21_84.1_FE_S25_ 1 0.242 0.9527 0.96 0.04
#> JC21_76.2_FE_S25_ 2 0.000 0.9913 0.00 1.00
#> JC26_100.1_W_S32_ 1 0.000 0.9912 1.00 0.00
#> JC26_99.2_S32_ 1 0.000 0.9912 1.00 0.00
#> JC26_100.2_W_S32_ 2 0.000 0.9913 0.00 1.00
#> JC26_104.2_S32_ 2 0.000 0.9913 0.00 1.00
#> JC26_111.2.4_S32_ 2 0.000 0.9913 0.00 1.00
#> JC26_116.2.5_S32_ 2 0.000 0.9913 0.00 1.00
#> JC26_121.1.6_S32_ 2 0.000 0.9913 0.00 1.00
#> JC26_125.1.6_S32_ 1 0.000 0.9912 1.00 0.00
#> JC26_128.1.7_S32_ 2 0.000 0.9913 0.00 1.00
#> JC26_130.1.7_S32_ 2 0.000 0.9913 0.00 1.00
#> JC26_131.1.7_S32_ 1 0.000 0.9912 1.00 0.00
#> JC26_132.1.7_S32_ 2 0.000 0.9913 0.00 1.00
#> JC26_128.2.7_S32_ 2 0.000 0.9913 0.00 1.00
#> JC26_143.1_W_S32_ 2 0.000 0.9913 0.00 1.00
#> JC27_157.1_MA_S33_ 1 0.000 0.9912 1.00 0.00
#> JC27_149.2_W.9_MA_S33_ 1 0.000 0.9912 1.00 0.00
#> JC27_159.2_MA_S33_ 2 0.000 0.9913 0.00 1.00
#> JC27_160.2_MA_S33_ 2 0.000 0.9913 0.00 1.00
#> JC27_164.1_MA_S33_ 1 0.827 0.6521 0.74 0.26
#> JC27_168.1_MA_S33_ 2 0.000 0.9913 0.00 1.00
#> JC27_170.1_MA_S33_ 2 0.000 0.9913 0.00 1.00
#> JC27_172.1_MA_S33_ 2 0.000 0.9913 0.00 1.00
#> JC27_161.2_MA_S33_ 2 0.000 0.9913 0.00 1.00
#> JC27_163.2_MA_S33_ 2 0.000 0.9913 0.00 1.00
#> JC27_168.2_MA_S33_ 1 0.000 0.9912 1.00 0.00
#> JC27_169.2_MA_S33_ 2 0.000 0.9913 0.00 1.00
#> JC27_172.2_MA_S33_ 2 0.000 0.9913 0.00 1.00
#> JC27_175.1_MA_S33_ 2 0.000 0.9913 0.00 1.00
#> JC27_178.1_MA_S33_ 2 0.000 0.9913 0.00 1.00
#> JC27_183.1_MA_S33_ 2 0.000 0.9913 0.00 1.00
#> JC27_184.1_MA_S33_ 1 0.000 0.9912 1.00 0.00
#> JC27_174.2_MA_S33_ 2 0.000 0.9913 0.00 1.00
#> JC27_185.1_MA_S33_ 2 0.000 0.9913 0.00 1.00
#> JC27_192.1_W_MA_S33_ 1 0.000 0.9912 1.00 0.00
#> JC27_195.1_MA_S33_ 1 0.000 0.9912 1.00 0.00
#> JC27_196.1_MA_S33_ 1 0.000 0.9912 1.00 0.00
#> JC27_187.2_MA_S33_ 1 0.000 0.9912 1.00 0.00
#> JC27_188.2_MA_S33_ 1 0.000 0.9912 1.00 0.00
#> JC28_212.1_FE_S33_ 2 0.000 0.9913 0.00 1.00
#> JC28_211.2_FE_S33_ 2 0.000 0.9913 0.00 1.00
#> JC28_212.2_FE_S33_ 2 0.000 0.9913 0.00 1.00
#> JC28_214.2.26_FE_S33_ 2 0.000 0.9913 0.00 1.00
#> JC28_219.2_FE_S33_ 2 0.000 0.9913 0.00 1.00
#> JC28_220.2_FE_S33_ 1 0.000 0.9912 1.00 0.00
#> JC28_229.1.29_FE_S33_ 2 0.000 0.9913 0.00 1.00
#> JC28_230.1.29_FE_S33_ 2 0.000 0.9913 0.00 1.00
#> JC30_246.2_MA 2 0.000 0.9913 0.00 1.00
#> JC32_298.1.37_ 2 0.000 0.9913 0.00 1.00
#> JC32_315.1_T.41_ 1 0.000 0.9912 1.00 0.00
#> JC32_322.1.41_ 1 0.000 0.9912 1.00 0.00
#> JC32_323.1.42_ 1 0.000 0.9912 1.00 0.00
#> JC32_330.2.43_ 2 0.000 0.9913 0.00 1.00
#> JC32_335.2.44_ 2 0.000 0.9913 0.00 1.00
#> JC32_340.3_T_ 2 0.000 0.9913 0.00 1.00
#> JC35_455.2_T_MA_S45_ 2 0.000 0.9913 0.00 1.00
#> JC35_469.1_T.52_MA_S45_ 2 0.000 0.9913 0.00 1.00
#> JC36_486.1_T.56_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC36_486.3_T.56_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC36_494.1.58_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC36_488.3_..56_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC36_497.1_W.58_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC36_501.1_._MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC36_501.3_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC36_506.1.59_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC36_499.2_W_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC36_501.2_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC36_520.3_T_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC36_511.1_W.61_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC36_513.1_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC36_515.1_._big.62_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC36_519.3_._MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC36_520.2_T_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC36_521.1_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC36_530.1_._MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC36_532.1_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC36_527.2_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC36_529.2_._MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC36_530.2_._MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC36_531.2_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC36_532.2_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC37_533.1_W.64_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_538.1_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_542.1.65_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_543.1.65_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_544.1_..65_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_541.2.65_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_545.1_T.65_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_547.1_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_548.1_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_550.1_._MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_553.3_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_553.1_._big_adi_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC37_554.1_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_555.1.66_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC37_545.2_T.65_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_548.2_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC37_550.2_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC37_553.4_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_553.2_MA_S46_ 1 0.141 0.9725 0.98 0.02
#> JC37_555.2.66_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC37_560.1_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC37_562.4_..67_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC37_564.1.67_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC37_568.1_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC37_560.2_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC37_564.2.67_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_570.1.68_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_571.4_..68_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_579.1_._MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_579.3_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_570.2.68_MA_S46_ 2 0.242 0.9522 0.04 0.96
#> JC37_576.3_T_W.69_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC37_576.2_T.69_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC37_577.2.69_MA_S46_ 1 0.000 0.9912 1.00 0.00
#> JC37_579.2_MA_S46_ 2 0.000 0.9913 0.00 1.00
#> JC39_581.3.70_FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC39_587.1.70_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_591.3_..71_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_591.4_..71_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_581.2.70_FE_S23_ 1 0.827 0.6515 0.74 0.26
#> JC39_585.2_T.70_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_588.3.70_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_588.2_..70_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_591.2_..71_FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC39_594.3.71_FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC39_594.1_..71_FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC39_596.1.72_FE_S23_ 2 0.141 0.9723 0.02 0.98
#> JC39_599.1_FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC39_600.1_._FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC39_603.1_T_FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC39_594.2.71_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_601.2_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_602.2_FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC39_604.2_FE_S23_ 2 0.141 0.9723 0.02 0.98
#> JC39_605.1_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_606.1_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_607.1_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_608.1_._FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC39_608.3_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_610.1_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_611.1_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_612.1.73_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_613.1_..73_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_613.3.73_FE_S23_ 2 0.795 0.6832 0.24 0.76
#> JC39_605.2_FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC39_607.2_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_612.2.73_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_613.4.73_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_616.2_FE_S23_ 2 0.141 0.9723 0.02 0.98
#> JC39_617.1_FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC39_627.1_FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC39_621.2_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_623.2_._FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC39_626.2_T_FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC39_627.2_FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC40_632.1.75_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC40_633.1.75_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC40_632.2.75_FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC40_633.2.75_FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC40_644.1.77_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC40_649.1_T.78_FE_S23_ 1 0.795 0.6868 0.76 0.24
#> JC40_642.2_FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC40_651.2.78_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC40_659.1.79_FE_S23_ 1 0.000 0.9912 1.00 0.00
#> JC40_664.1.80_FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC40_662.2_FE_S23_ 2 0.000 0.9913 0.00 1.00
#> JC40_676.3_T_FE_S23_ 1 0.327 0.9321 0.94 0.06
#> JC41_677.1.83_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_678.1_..83_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_678.3.83_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_680.1_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_681.1.84_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_688.3_._FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_677.2.83_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_680.2_._FE_S52_ 1 0.000 0.9912 1.00 0.00
#> JC41_682.2.84_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_697.4_._FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_700.3_T.88_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_693.2_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_694.2_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_696.2_div.87_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_697.2_._FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_697.3_._FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_699.2_FE_S52_ 1 0.000 0.9912 1.00 0.00
#> JC41_702.1_._FE_S52_ 1 0.000 0.9912 1.00 0.00
#> JC41_707.1.89_FE_S52_ 1 0.000 0.9912 1.00 0.00
#> JC41_709.1.90_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_710.1_W.90_FE_S52_ 1 0.000 0.9912 1.00 0.00
#> JC41_704.2_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_705.4_FE_S52_ 1 0.000 0.9912 1.00 0.00
#> JC41_714.1_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_716.1_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_717.1_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_718.1.91_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_719.1.91_FE_S52_ 1 0.000 0.9912 1.00 0.00
#> JC41_719.3_..91_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_722.1_T.91_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_714.2_FE_S52_ 1 0.000 0.9912 1.00 0.00
#> JC41_717.2_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_718.2.91_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_722.2_T.91_FE_S52_ 2 0.000 0.9913 0.00 1.00
#> JC41_724.2_FE_S52_ 1 0.000 0.9912 1.00 0.00
#> JC43_728.1.92_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC43_733.1_big_adipo.93_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC43_734.1_T.94_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC43_735.1.94_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC43_727.2_T.92_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC43_728.2.92_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC43_735.2.94_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC43_740.3.95_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC43_742.1.95_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC43_745.1_big.95_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC43_747.1_..95_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC43_737.2.95_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC43_740.2_..95_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC43_747.2.95_FE_S27_ 2 0.402 0.9087 0.08 0.92
#> JC43_749.1_..95_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC43_752.1_._FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC43_754.1_T.96_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC43_757.1.96_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC43_751.2_._big_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC43_757.2_..96_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC43_762.1_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC43_771.1_._FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC43_762.2_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC43_769.2_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_773.1_W.99_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_774.1.99_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_778.3_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_776.4_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_781.2_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_784.2.100_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_785.3.100_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_787.1_T_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_789.1_._FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_791.1_T_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_793.1_._FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_789.2_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_791.3_T_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_791.2_T_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_792.2_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_793.2_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_795.3_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_795.2_._FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_796.2_._FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_796.3_._FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_800.1_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_801.1.102_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_802.1.102_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_804.3_T_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_806.1_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_807.1.103_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_808.1.103_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_800.2_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_804.2_T_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_808.3_..103_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_806.2_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_808.2.103_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_819.1_big_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_820.1_FE_S27_ 1 0.000 0.9912 1.00 0.00
#> JC44_810.2_T.103_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_817.2_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_818.2_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC44_819.2_FE_S27_ 2 0.000 0.9913 0.00 1.00
#> JC45_821.1.106_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC45_822.1.106_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC45_825.1_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC45_826.1.107_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC45_830.1_._big_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC45_822.2.106_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC45_830.2_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC45_830.4_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC45_834.1.108_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC45_835.1_T.108_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC45_842.1_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC45_836.2.109_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC45_856.1_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC45_845.2.111_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC45_847.2_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC45_856.3_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC45_855.2.112_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC45_856.2_._FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC45_860.1_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC45_861.1_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC45_863.1_FE_S30_ 2 0.999 0.0717 0.48 0.52
#> JC45_868.1_big_mega.113_FE_S30_ 1 0.402 0.9100 0.92 0.08
#> JC45_860.2_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC45_861.2_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC45_863.2_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC45_867.3.113_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC45_867.2_..113_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC45_868.2.113_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC46_869.1.114_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_875.1_T_emperi_big_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_877.1_T_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC46_878.1_._big.115_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC46_870.2.114_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC46_871.2.114_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_874.2_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_878.5.115_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_882.1.116_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_883.1.116_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC46_885.1_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC46_886.1.117_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_887.1.117_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC46_882.2.116_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_886.2.117_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_887.2.117_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC46_888.2.117_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_889.2_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_891.2.118_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC46_897.1_emperi_big.118_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_899.1_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC46_902.1_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC46_903.1.120_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC46_895.3_..118_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_896.2.118_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_899.2_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_902.2_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC46_903.2.120_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_904.2.120_FE_S30_ 2 0.000 0.9913 0.00 1.00
#> JC46_906.3.120_FE_S30_ 2 0.634 0.8084 0.16 0.84
#> JC46_909.1.121_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_910.1.121_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_911.1.121_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_912.3_..121_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_909.2.121_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_911.2.121_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_912.4.121_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC46_914.2_FE_S30_ 1 0.000 0.9912 1.00 0.00
#> JC48P4_939_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P4_940_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P4_943_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P4_944_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P4_962_HSC_FE_S8_ 1 0.529 0.8621 0.88 0.12
#> JC48P4_963_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P4_964_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P4_969_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P4_972_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P4_977_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P4_981_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P4_986_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P4_994_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P4_998_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P4_1000_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P4_1008_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P4_1009_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P4_1010_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P7_1020_HSC_FE_S8_ 2 0.000 0.9913 0.00 1.00
#> JC48P7_1038_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P7_1051_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P7_1054_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P7_1084_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P7_1086_HSC_FE_S8_ 2 0.469 0.8856 0.10 0.90
#> JC48P7_1089_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P7_1091_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P7_1092_HSC_FE_S8_ 1 0.402 0.9097 0.92 0.08
#> JC48P7_1093_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P7_1100_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P7_1104_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P7_1108_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P6_1135_HSC_FE_S8_ 1 0.990 0.2151 0.56 0.44
#> JC48P6_1148_HSC_FE_S8_ 2 0.990 0.2086 0.44 0.56
#> JC48P6_1156_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P6_1159_HSC_FE_S8_ 1 0.000 0.9912 1.00 0.00
#> JC48P6_1170_HSC_FE_S8_ 1 0.141 0.9725 0.98 0.02
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> JC20_29.1_FE_S25_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC21_51.1_FE_S25_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC21_51.2_FE_S25_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC21_56.2_FE_S25_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC21_60.2_FE_S25_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC21_66.2_FE_S25_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC21_76.1_FE_S25_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC21_84.1_FE_S25_ 1 0.2537 0.89333 0.92 0.08 0.00
#> JC21_76.2_FE_S25_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC26_100.1_W_S32_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC26_99.2_S32_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC26_100.2_W_S32_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC26_104.2_S32_ 2 0.0892 0.97610 0.00 0.98 0.02
#> JC26_111.2.4_S32_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC26_116.2.5_S32_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC26_121.1.6_S32_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC26_125.1.6_S32_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC26_128.1.7_S32_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC26_130.1.7_S32_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC26_131.1.7_S32_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC26_132.1.7_S32_ 3 0.6244 0.21927 0.00 0.44 0.56
#> JC26_128.2.7_S32_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC26_143.1_W_S32_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC27_157.1_MA_S33_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC27_149.2_W.9_MA_S33_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC27_159.2_MA_S33_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC27_160.2_MA_S33_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC27_164.1_MA_S33_ 1 0.6244 0.22250 0.56 0.44 0.00
#> JC27_168.1_MA_S33_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC27_170.1_MA_S33_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC27_172.1_MA_S33_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC27_161.2_MA_S33_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC27_163.2_MA_S33_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC27_168.2_MA_S33_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC27_169.2_MA_S33_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC27_172.2_MA_S33_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC27_175.1_MA_S33_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC27_178.1_MA_S33_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC27_183.1_MA_S33_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC27_184.1_MA_S33_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC27_174.2_MA_S33_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC27_185.1_MA_S33_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC27_192.1_W_MA_S33_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC27_195.1_MA_S33_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC27_196.1_MA_S33_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC27_187.2_MA_S33_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC27_188.2_MA_S33_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC28_212.1_FE_S33_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC28_211.2_FE_S33_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC28_212.2_FE_S33_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC28_214.2.26_FE_S33_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC28_219.2_FE_S33_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC28_220.2_FE_S33_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC28_229.1.29_FE_S33_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC28_230.1.29_FE_S33_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC30_246.2_MA 2 0.0892 0.97606 0.00 0.98 0.02
#> JC32_298.1.37_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC32_315.1_T.41_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC32_322.1.41_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC32_323.1.42_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC32_330.2.43_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC32_335.2.44_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC32_340.3_T_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC35_455.2_T_MA_S45_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC35_469.1_T.52_MA_S45_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC36_486.1_T.56_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC36_486.3_T.56_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC36_494.1.58_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC36_488.3_..56_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC36_497.1_W.58_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC36_501.1_._MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC36_501.3_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC36_506.1.59_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC36_499.2_W_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC36_501.2_MA_S46_ 1 0.2537 0.89282 0.92 0.08 0.00
#> JC36_520.3_T_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC36_511.1_W.61_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC36_513.1_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC36_515.1_._big.62_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC36_519.3_._MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC36_520.2_T_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC36_521.1_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC36_530.1_._MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC36_532.1_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC36_527.2_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC36_529.2_._MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC36_530.2_._MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC36_531.2_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC36_532.2_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC37_533.1_W.64_MA_S46_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC37_538.1_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_542.1.65_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_543.1.65_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_544.1_..65_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_541.2.65_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_545.1_T.65_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_547.1_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_548.1_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_550.1_._MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_553.3_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_553.1_._big_adi_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC37_554.1_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_555.1.66_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC37_545.2_T.65_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_548.2_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC37_550.2_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC37_553.4_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_553.2_MA_S46_ 1 0.2066 0.91709 0.94 0.06 0.00
#> JC37_555.2.66_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC37_560.1_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC37_562.4_..67_MA_S46_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC37_564.1.67_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC37_568.1_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC37_560.2_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC37_564.2.67_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_570.1.68_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_571.4_..68_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_579.1_._MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_579.3_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_570.2.68_MA_S46_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC37_576.3_T_W.69_MA_S46_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC37_576.2_T.69_MA_S46_ 2 0.2066 0.93385 0.00 0.94 0.06
#> JC37_577.2.69_MA_S46_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC37_579.2_MA_S46_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC39_581.3.70_FE_S23_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC39_587.1.70_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_591.3_..71_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_591.4_..71_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_581.2.70_FE_S23_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC39_585.2_T.70_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_588.3.70_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_588.2_..70_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_591.2_..71_FE_S23_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC39_594.3.71_FE_S23_ 3 0.0892 0.95921 0.00 0.02 0.98
#> JC39_594.1_..71_FE_S23_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC39_596.1.72_FE_S23_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC39_599.1_FE_S23_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC39_600.1_._FE_S23_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC39_603.1_T_FE_S23_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC39_594.2.71_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_601.2_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_602.2_FE_S23_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC39_604.2_FE_S23_ 2 0.0892 0.97610 0.00 0.98 0.02
#> JC39_605.1_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_606.1_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_607.1_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_608.1_._FE_S23_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC39_608.3_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_610.1_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_611.1_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_612.1.73_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_613.1_..73_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_613.3.73_FE_S23_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC39_605.2_FE_S23_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC39_607.2_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_612.2.73_FE_S23_ 1 0.2537 0.90259 0.92 0.00 0.08
#> JC39_613.4.73_FE_S23_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC39_616.2_FE_S23_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC39_617.1_FE_S23_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC39_627.1_FE_S23_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC39_621.2_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_623.2_._FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC39_626.2_T_FE_S23_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC39_627.2_FE_S23_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC40_632.1.75_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC40_633.1.75_FE_S23_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC40_632.2.75_FE_S23_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC40_633.2.75_FE_S23_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC40_644.1.77_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC40_649.1_T.78_FE_S23_ 3 0.3340 0.85941 0.12 0.00 0.88
#> JC40_642.2_FE_S23_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC40_651.2.78_FE_S23_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC40_659.1.79_FE_S23_ 3 0.4555 0.75221 0.20 0.00 0.80
#> JC40_664.1.80_FE_S23_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC40_662.2_FE_S23_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC40_676.3_T_FE_S23_ 1 0.4002 0.78921 0.84 0.16 0.00
#> JC41_677.1.83_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_678.1_..83_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_678.3.83_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_680.1_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_681.1.84_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_688.3_._FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_677.2.83_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_680.2_._FE_S52_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC41_682.2.84_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_697.4_._FE_S52_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC41_700.3_T.88_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_693.2_FE_S52_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC41_694.2_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_696.2_div.87_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_697.2_._FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_697.3_._FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_699.2_FE_S52_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC41_702.1_._FE_S52_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC41_707.1.89_FE_S52_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC41_709.1.90_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_710.1_W.90_FE_S52_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC41_704.2_FE_S52_ 2 0.3340 0.86236 0.00 0.88 0.12
#> JC41_705.4_FE_S52_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC41_714.1_FE_S52_ 3 0.4291 0.77937 0.00 0.18 0.82
#> JC41_716.1_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_717.1_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_718.1.91_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_719.1.91_FE_S52_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC41_719.3_..91_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_722.1_T.91_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_714.2_FE_S52_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC41_717.2_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_718.2.91_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_722.2_T.91_FE_S52_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC41_724.2_FE_S52_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC43_728.1.92_FE_S27_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC43_733.1_big_adipo.93_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC43_734.1_T.94_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC43_735.1.94_FE_S27_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC43_727.2_T.92_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC43_728.2.92_FE_S27_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC43_735.2.94_FE_S27_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC43_740.3.95_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC43_742.1.95_FE_S27_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC43_745.1_big.95_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC43_747.1_..95_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC43_737.2.95_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC43_740.2_..95_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC43_747.2.95_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC43_749.1_..95_FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC43_752.1_._FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC43_754.1_T.96_FE_S27_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC43_757.1.96_FE_S27_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC43_751.2_._big_FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC43_757.2_..96_FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC43_762.1_FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC43_771.1_._FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC43_762.2_FE_S27_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC43_769.2_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC44_773.1_W.99_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC44_774.1.99_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC44_778.3_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC44_776.4_FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC44_781.2_FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC44_784.2.100_FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC44_785.3.100_FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC44_787.1_T_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC44_789.1_._FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC44_791.1_T_FE_S27_ 3 0.3340 0.85979 0.12 0.00 0.88
#> JC44_793.1_._FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC44_789.2_FE_S27_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC44_791.3_T_FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC44_791.2_T_FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC44_792.2_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC44_793.2_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC44_795.3_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC44_795.2_._FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC44_796.2_._FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC44_796.3_._FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC44_800.1_FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC44_801.1.102_FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC44_802.1.102_FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC44_804.3_T_FE_S27_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC44_806.1_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC44_807.1.103_FE_S27_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC44_808.1.103_FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC44_800.2_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC44_804.2_T_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC44_808.3_..103_FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC44_806.2_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC44_808.2.103_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC44_819.1_big_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC44_820.1_FE_S27_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC44_810.2_T.103_FE_S27_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC44_817.2_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC44_818.2_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC44_819.2_FE_S27_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC45_821.1.106_FE_S30_ 1 0.6244 0.21004 0.56 0.00 0.44
#> JC45_822.1.106_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC45_825.1_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC45_826.1.107_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC45_830.1_._big_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC45_822.2.106_FE_S30_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC45_830.2_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC45_830.4_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC45_834.1.108_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC45_835.1_T.108_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC45_842.1_FE_S30_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC45_836.2.109_FE_S30_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC45_856.1_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC45_845.2.111_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC45_847.2_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC45_856.3_FE_S30_ 2 0.2066 0.93413 0.00 0.94 0.06
#> JC45_855.2.112_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC45_856.2_._FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC45_860.1_FE_S30_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC45_861.1_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC45_863.1_FE_S30_ 2 0.3340 0.84191 0.12 0.88 0.00
#> JC45_868.1_big_mega.113_FE_S30_ 1 0.2959 0.86823 0.90 0.10 0.00
#> JC45_860.2_FE_S30_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC45_861.2_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC45_863.2_FE_S30_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC45_867.3.113_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC45_867.2_..113_FE_S30_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC45_868.2.113_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC46_869.1.114_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC46_875.1_T_emperi_big_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC46_877.1_T_FE_S30_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC46_878.1_._big.115_FE_S30_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC46_870.2.114_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC46_871.2.114_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC46_874.2_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC46_878.5.115_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC46_882.1.116_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC46_883.1.116_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC46_885.1_FE_S30_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC46_886.1.117_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC46_887.1.117_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC46_882.2.116_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC46_886.2.117_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC46_887.2.117_FE_S30_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC46_888.2.117_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC46_889.2_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC46_891.2.118_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC46_897.1_emperi_big.118_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC46_899.1_FE_S30_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC46_902.1_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC46_903.1.120_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC46_895.3_..118_FE_S30_ 3 0.1529 0.94331 0.04 0.00 0.96
#> JC46_896.2.118_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC46_899.2_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC46_902.2_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC46_903.2.120_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC46_904.2.120_FE_S30_ 2 0.0000 0.99519 0.00 1.00 0.00
#> JC46_906.3.120_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC46_909.1.121_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC46_910.1.121_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC46_911.1.121_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC46_912.3_..121_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC46_909.2.121_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC46_911.2.121_FE_S30_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC46_912.4.121_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC46_914.2_FE_S30_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P4_939_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P4_940_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P4_943_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P4_944_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P4_962_HSC_FE_S8_ 1 0.6000 0.69803 0.76 0.04 0.20
#> JC48P4_963_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P4_964_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P4_969_HSC_FE_S8_ 1 0.6045 0.38579 0.62 0.00 0.38
#> JC48P4_972_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P4_977_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P4_981_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P4_986_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P4_994_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P4_998_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P4_1000_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P4_1008_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P4_1009_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P4_1010_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P7_1020_HSC_FE_S8_ 2 0.4796 0.71416 0.00 0.78 0.22
#> JC48P7_1038_HSC_FE_S8_ 1 0.3686 0.83001 0.86 0.00 0.14
#> JC48P7_1051_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P7_1054_HSC_FE_S8_ 1 0.2959 0.87963 0.90 0.00 0.10
#> JC48P7_1084_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P7_1086_HSC_FE_S8_ 3 0.4291 0.78055 0.00 0.18 0.82
#> JC48P7_1089_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P7_1091_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P7_1092_HSC_FE_S8_ 1 0.6309 -0.00478 0.50 0.00 0.50
#> JC48P7_1093_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P7_1100_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P7_1104_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P7_1108_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P6_1135_HSC_FE_S8_ 3 0.0000 0.97594 0.00 0.00 1.00
#> JC48P6_1148_HSC_FE_S8_ 3 0.3572 0.90479 0.06 0.04 0.90
#> JC48P6_1156_HSC_FE_S8_ 3 0.4555 0.75159 0.20 0.00 0.80
#> JC48P6_1159_HSC_FE_S8_ 1 0.0000 0.98156 1.00 0.00 0.00
#> JC48P6_1170_HSC_FE_S8_ 3 0.1529 0.94311 0.04 0.00 0.96
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> JC20_29.1_FE_S25_ 4 0.4977 0.23328 0.46 0.00 0.00 0.54
#> JC21_51.1_FE_S25_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC21_51.2_FE_S25_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC21_56.2_FE_S25_ 4 0.3975 0.71961 0.24 0.00 0.00 0.76
#> JC21_60.2_FE_S25_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC21_66.2_FE_S25_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC21_76.1_FE_S25_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC21_84.1_FE_S25_ 4 0.1637 0.88822 0.06 0.00 0.00 0.94
#> JC21_76.2_FE_S25_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC26_100.1_W_S32_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC26_99.2_S32_ 4 0.2921 0.81162 0.14 0.00 0.00 0.86
#> JC26_100.2_W_S32_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC26_104.2_S32_ 2 0.2011 0.90287 0.00 0.92 0.08 0.00
#> JC26_111.2.4_S32_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC26_116.2.5_S32_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC26_121.1.6_S32_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC26_125.1.6_S32_ 3 0.0707 0.96572 0.00 0.00 0.98 0.02
#> JC26_128.1.7_S32_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC26_130.1.7_S32_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC26_131.1.7_S32_ 4 0.0000 0.89392 0.00 0.00 0.00 1.00
#> JC26_132.1.7_S32_ 3 0.4713 0.42923 0.00 0.36 0.64 0.00
#> JC26_128.2.7_S32_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC26_143.1_W_S32_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC27_157.1_MA_S33_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC27_149.2_W.9_MA_S33_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC27_159.2_MA_S33_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC27_160.2_MA_S33_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC27_164.1_MA_S33_ 4 0.1913 0.87694 0.02 0.04 0.00 0.94
#> JC27_168.1_MA_S33_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC27_170.1_MA_S33_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC27_172.1_MA_S33_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC27_161.2_MA_S33_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC27_163.2_MA_S33_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC27_168.2_MA_S33_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC27_169.2_MA_S33_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC27_172.2_MA_S33_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC27_175.1_MA_S33_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC27_178.1_MA_S33_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC27_183.1_MA_S33_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC27_184.1_MA_S33_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC27_174.2_MA_S33_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC27_185.1_MA_S33_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC27_192.1_W_MA_S33_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC27_195.1_MA_S33_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC27_196.1_MA_S33_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC27_187.2_MA_S33_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC27_188.2_MA_S33_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC28_212.1_FE_S33_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC28_211.2_FE_S33_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC28_212.2_FE_S33_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC28_214.2.26_FE_S33_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC28_219.2_FE_S33_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC28_220.2_FE_S33_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC28_229.1.29_FE_S33_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC28_230.1.29_FE_S33_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC30_246.2_MA 4 0.5000 -0.00447 0.00 0.50 0.00 0.50
#> JC32_298.1.37_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC32_315.1_T.41_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC32_322.1.41_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC32_323.1.42_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC32_330.2.43_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC32_335.2.44_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC32_340.3_T_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC35_455.2_T_MA_S45_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC35_469.1_T.52_MA_S45_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC36_486.1_T.56_MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC36_486.3_T.56_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC36_494.1.58_MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC36_488.3_..56_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC36_497.1_W.58_MA_S46_ 4 0.1637 0.88822 0.06 0.00 0.00 0.94
#> JC36_501.1_._MA_S46_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC36_501.3_MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC36_506.1.59_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC36_499.2_W_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC36_501.2_MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC36_520.3_T_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC36_511.1_W.61_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC36_513.1_MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC36_515.1_._big.62_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC36_519.3_._MA_S46_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC36_520.2_T_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC36_521.1_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC36_530.1_._MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC36_532.1_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC36_527.2_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC36_529.2_._MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC36_530.2_._MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC36_531.2_MA_S46_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC36_532.2_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC37_533.1_W.64_MA_S46_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC37_538.1_MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC37_542.1.65_MA_S46_ 1 0.1211 0.93521 0.96 0.00 0.00 0.04
#> JC37_543.1.65_MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC37_544.1_..65_MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC37_541.2.65_MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC37_545.1_T.65_MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC37_547.1_MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC37_548.1_MA_S46_ 1 0.2345 0.89668 0.90 0.00 0.00 0.10
#> JC37_550.1_._MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC37_553.3_MA_S46_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC37_553.1_._big_adi_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC37_554.1_MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC37_555.1.66_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC37_545.2_T.65_MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC37_548.2_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC37_550.2_MA_S46_ 2 0.3400 0.77374 0.00 0.82 0.00 0.18
#> JC37_553.4_MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC37_553.2_MA_S46_ 1 0.0707 0.94667 0.98 0.02 0.00 0.00
#> JC37_555.2.66_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC37_560.1_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC37_562.4_..67_MA_S46_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC37_564.1.67_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC37_568.1_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC37_560.2_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC37_564.2.67_MA_S46_ 1 0.1211 0.94547 0.96 0.00 0.00 0.04
#> JC37_570.1.68_MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC37_571.4_..68_MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC37_579.1_._MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC37_579.3_MA_S46_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC37_570.2.68_MA_S46_ 2 0.0707 0.96331 0.02 0.98 0.00 0.00
#> JC37_576.3_T_W.69_MA_S46_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC37_576.2_T.69_MA_S46_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC37_577.2.69_MA_S46_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC37_579.2_MA_S46_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC39_581.3.70_FE_S23_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC39_587.1.70_FE_S23_ 1 0.2345 0.87087 0.90 0.00 0.00 0.10
#> JC39_591.3_..71_FE_S23_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC39_591.4_..71_FE_S23_ 1 0.3975 0.65787 0.76 0.00 0.00 0.24
#> JC39_581.2.70_FE_S23_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC39_585.2_T.70_FE_S23_ 4 0.1637 0.88822 0.06 0.00 0.00 0.94
#> JC39_588.3.70_FE_S23_ 4 0.2647 0.84669 0.12 0.00 0.00 0.88
#> JC39_588.2_..70_FE_S23_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC39_591.2_..71_FE_S23_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC39_594.3.71_FE_S23_ 3 0.0707 0.95584 0.00 0.02 0.98 0.00
#> JC39_594.1_..71_FE_S23_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC39_596.1.72_FE_S23_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC39_599.1_FE_S23_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC39_600.1_._FE_S23_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC39_603.1_T_FE_S23_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC39_594.2.71_FE_S23_ 1 0.3400 0.76204 0.82 0.00 0.00 0.18
#> JC39_601.2_FE_S23_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC39_602.2_FE_S23_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC39_604.2_FE_S23_ 2 0.3610 0.74152 0.00 0.80 0.00 0.20
#> JC39_605.1_FE_S23_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC39_606.1_FE_S23_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC39_607.1_FE_S23_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC39_608.1_._FE_S23_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC39_608.3_FE_S23_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC39_610.1_FE_S23_ 4 0.4624 0.54323 0.34 0.00 0.00 0.66
#> JC39_611.1_FE_S23_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC39_612.1.73_FE_S23_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC39_613.1_..73_FE_S23_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC39_613.3.73_FE_S23_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC39_605.2_FE_S23_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC39_607.2_FE_S23_ 1 0.4790 0.32997 0.62 0.00 0.00 0.38
#> JC39_612.2.73_FE_S23_ 4 0.4977 0.14341 0.46 0.00 0.00 0.54
#> JC39_613.4.73_FE_S23_ 3 0.0707 0.96572 0.00 0.00 0.98 0.02
#> JC39_616.2_FE_S23_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC39_617.1_FE_S23_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC39_627.1_FE_S23_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC39_621.2_FE_S23_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC39_623.2_._FE_S23_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC39_626.2_T_FE_S23_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC39_627.2_FE_S23_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC40_632.1.75_FE_S23_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC40_633.1.75_FE_S23_ 3 0.0707 0.96572 0.00 0.00 0.98 0.02
#> JC40_632.2.75_FE_S23_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC40_633.2.75_FE_S23_ 2 0.1637 0.92597 0.00 0.94 0.00 0.06
#> JC40_644.1.77_FE_S23_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC40_649.1_T.78_FE_S23_ 4 0.0000 0.89392 0.00 0.00 0.00 1.00
#> JC40_642.2_FE_S23_ 4 0.4948 0.20765 0.00 0.44 0.00 0.56
#> JC40_651.2.78_FE_S23_ 4 0.0000 0.89392 0.00 0.00 0.00 1.00
#> JC40_659.1.79_FE_S23_ 3 0.4731 0.71412 0.16 0.00 0.78 0.06
#> JC40_664.1.80_FE_S23_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC40_662.2_FE_S23_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC40_676.3_T_FE_S23_ 4 0.1637 0.88822 0.06 0.00 0.00 0.94
#> JC41_677.1.83_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_678.1_..83_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_678.3.83_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_680.1_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_681.1.84_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_688.3_._FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_677.2.83_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_680.2_._FE_S52_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC41_682.2.84_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_697.4_._FE_S52_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC41_700.3_T.88_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_693.2_FE_S52_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC41_694.2_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_696.2_div.87_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_697.2_._FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_697.3_._FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_699.2_FE_S52_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC41_702.1_._FE_S52_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC41_707.1.89_FE_S52_ 4 0.1637 0.88822 0.06 0.00 0.00 0.94
#> JC41_709.1.90_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_710.1_W.90_FE_S52_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC41_704.2_FE_S52_ 2 0.3610 0.75096 0.00 0.80 0.20 0.00
#> JC41_705.4_FE_S52_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC41_714.1_FE_S52_ 4 0.1913 0.86964 0.00 0.02 0.04 0.94
#> JC41_716.1_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_717.1_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_718.1.91_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_719.1.91_FE_S52_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC41_719.3_..91_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_722.1_T.91_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_714.2_FE_S52_ 1 0.4406 0.53650 0.70 0.00 0.00 0.30
#> JC41_717.2_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_718.2.91_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_722.2_T.91_FE_S52_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC41_724.2_FE_S52_ 4 0.0000 0.89392 0.00 0.00 0.00 1.00
#> JC43_728.1.92_FE_S27_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC43_733.1_big_adipo.93_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC43_734.1_T.94_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC43_735.1.94_FE_S27_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC43_727.2_T.92_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC43_728.2.92_FE_S27_ 3 0.1637 0.93055 0.00 0.00 0.94 0.06
#> JC43_735.2.94_FE_S27_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC43_740.3.95_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC43_742.1.95_FE_S27_ 3 0.1637 0.93055 0.00 0.00 0.94 0.06
#> JC43_745.1_big.95_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC43_747.1_..95_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC43_737.2.95_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC43_740.2_..95_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC43_747.2.95_FE_S27_ 2 0.0707 0.96368 0.02 0.98 0.00 0.00
#> JC43_749.1_..95_FE_S27_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC43_752.1_._FE_S27_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC43_754.1_T.96_FE_S27_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC43_757.1.96_FE_S27_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC43_751.2_._big_FE_S27_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC43_757.2_..96_FE_S27_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC43_762.1_FE_S27_ 4 0.1637 0.88822 0.06 0.00 0.00 0.94
#> JC43_771.1_._FE_S27_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC43_762.2_FE_S27_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC43_769.2_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC44_773.1_W.99_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC44_774.1.99_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC44_778.3_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC44_776.4_FE_S27_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC44_781.2_FE_S27_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC44_784.2.100_FE_S27_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC44_785.3.100_FE_S27_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC44_787.1_T_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC44_789.1_._FE_S27_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC44_791.1_T_FE_S27_ 3 0.3611 0.83620 0.08 0.00 0.86 0.06
#> JC44_793.1_._FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC44_789.2_FE_S27_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC44_791.3_T_FE_S27_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC44_791.2_T_FE_S27_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC44_792.2_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC44_793.2_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC44_795.3_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC44_795.2_._FE_S27_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC44_796.2_._FE_S27_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC44_796.3_._FE_S27_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC44_800.1_FE_S27_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC44_801.1.102_FE_S27_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC44_802.1.102_FE_S27_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC44_804.3_T_FE_S27_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC44_806.1_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC44_807.1.103_FE_S27_ 3 0.0707 0.96572 0.00 0.00 0.98 0.02
#> JC44_808.1.103_FE_S27_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC44_800.2_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC44_804.2_T_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC44_808.3_..103_FE_S27_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC44_806.2_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC44_808.2.103_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC44_819.1_big_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC44_820.1_FE_S27_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC44_810.2_T.103_FE_S27_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC44_817.2_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC44_818.2_FE_S27_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC44_819.2_FE_S27_ 2 0.4522 0.52216 0.00 0.68 0.00 0.32
#> JC45_821.1.106_FE_S30_ 1 0.6212 0.31489 0.56 0.00 0.38 0.06
#> JC45_822.1.106_FE_S30_ 3 0.1211 0.94976 0.00 0.00 0.96 0.04
#> JC45_825.1_FE_S30_ 4 0.1211 0.90000 0.04 0.00 0.00 0.96
#> JC45_826.1.107_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC45_830.1_._big_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC45_822.2.106_FE_S30_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC45_830.2_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC45_830.4_FE_S30_ 3 0.1211 0.94976 0.00 0.00 0.96 0.04
#> JC45_834.1.108_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC45_835.1_T.108_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC45_842.1_FE_S30_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC45_836.2.109_FE_S30_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC45_856.1_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC45_845.2.111_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC45_847.2_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC45_856.3_FE_S30_ 2 0.3610 0.75093 0.00 0.80 0.20 0.00
#> JC45_855.2.112_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC45_856.2_._FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC45_860.1_FE_S30_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC45_861.1_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC45_863.1_FE_S30_ 2 0.4977 0.15287 0.46 0.54 0.00 0.00
#> JC45_868.1_big_mega.113_FE_S30_ 1 0.1211 0.92500 0.96 0.04 0.00 0.00
#> JC45_860.2_FE_S30_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC45_861.2_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC45_863.2_FE_S30_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC45_867.3.113_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC45_867.2_..113_FE_S30_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC45_868.2.113_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC46_869.1.114_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC46_875.1_T_emperi_big_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC46_877.1_T_FE_S30_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC46_878.1_._big.115_FE_S30_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC46_870.2.114_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC46_871.2.114_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC46_874.2_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC46_878.5.115_FE_S30_ 3 0.0707 0.96572 0.00 0.00 0.98 0.02
#> JC46_882.1.116_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC46_883.1.116_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC46_885.1_FE_S30_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC46_886.1.117_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC46_887.1.117_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC46_882.2.116_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC46_886.2.117_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC46_887.2.117_FE_S30_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC46_888.2.117_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC46_889.2_FE_S30_ 1 0.0707 0.95138 0.98 0.00 0.00 0.02
#> JC46_891.2.118_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC46_897.1_emperi_big.118_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC46_899.1_FE_S30_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC46_902.1_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC46_903.1.120_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC46_895.3_..118_FE_S30_ 3 0.2335 0.91133 0.02 0.00 0.92 0.06
#> JC46_896.2.118_FE_S30_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC46_899.2_FE_S30_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC46_902.2_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC46_903.2.120_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC46_904.2.120_FE_S30_ 2 0.0000 0.98617 0.00 1.00 0.00 0.00
#> JC46_906.3.120_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC46_909.1.121_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC46_910.1.121_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC46_911.1.121_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC46_912.3_..121_FE_S30_ 3 0.0000 0.97773 0.00 0.00 1.00 0.00
#> JC46_909.2.121_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC46_911.2.121_FE_S30_ 3 0.1637 0.93055 0.00 0.00 0.94 0.06
#> JC46_912.4.121_FE_S30_ 1 0.1637 0.93810 0.94 0.00 0.00 0.06
#> JC46_914.2_FE_S30_ 1 0.0000 0.96357 1.00 0.00 0.00 0.00
#> JC48P4_939_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P4_940_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P4_943_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P4_944_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P4_962_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P4_963_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P4_964_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P4_969_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P4_972_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P4_977_HSC_FE_S8_ 1 0.1211 0.94547 0.96 0.00 0.00 0.04
#> JC48P4_981_HSC_FE_S8_ 4 0.4406 0.58356 0.30 0.00 0.00 0.70
#> JC48P4_986_HSC_FE_S8_ 1 0.1211 0.94547 0.96 0.00 0.00 0.04
#> JC48P4_994_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P4_998_HSC_FE_S8_ 1 0.4977 0.13458 0.54 0.00 0.00 0.46
#> JC48P4_1000_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P4_1008_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P4_1009_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P4_1010_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P7_1020_HSC_FE_S8_ 4 0.0707 0.89048 0.00 0.02 0.00 0.98
#> JC48P7_1038_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P7_1051_HSC_FE_S8_ 1 0.1211 0.94547 0.96 0.00 0.00 0.04
#> JC48P7_1054_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P7_1084_HSC_FE_S8_ 1 0.1211 0.94547 0.96 0.00 0.00 0.04
#> JC48P7_1086_HSC_FE_S8_ 4 0.0707 0.89221 0.00 0.00 0.02 0.98
#> JC48P7_1089_HSC_FE_S8_ 1 0.1211 0.94547 0.96 0.00 0.00 0.04
#> JC48P7_1091_HSC_FE_S8_ 4 0.2011 0.86754 0.08 0.00 0.00 0.92
#> JC48P7_1092_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P7_1093_HSC_FE_S8_ 1 0.1637 0.93403 0.94 0.00 0.00 0.06
#> JC48P7_1100_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P7_1104_HSC_FE_S8_ 1 0.1211 0.94547 0.96 0.00 0.00 0.04
#> JC48P7_1108_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P6_1135_HSC_FE_S8_ 4 0.1637 0.86298 0.00 0.00 0.06 0.94
#> JC48P6_1148_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P6_1156_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P6_1159_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
#> JC48P6_1170_HSC_FE_S8_ 4 0.0707 0.90912 0.02 0.00 0.00 0.98
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 sample(p-value) k
#> ATC:skmeans 372 2.02e-05 2
#> ATC:skmeans 370 8.01e-11 3
#> ATC:skmeans 366 7.06e-33 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: Node0131-leaf , Node0132-leaf , Node0211 , Node0212 , Node0213-leaf , Node0221-leaf , Node0222 , Node0223-leaf .
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 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 4300 rows and 163 columns.
#> Top rows (430) 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 0.460 0.581 0.777 0.497 0.502 0.502
#> 3 3 1.000 0.966 0.986 0.316 0.687 0.461
#> 4 4 0.978 0.946 0.974 0.141 0.805 0.510
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
#> JC20_29.1_FE_S25_ 1 0.971 0.673 0.60 0.40
#> JC21_56.2_FE_S25_ 1 0.971 0.673 0.60 0.40
#> JC21_84.1_FE_S25_ 1 0.680 0.648 0.82 0.18
#> JC26_100.1_W_S32_ 2 0.000 0.608 0.00 1.00
#> JC26_99.2_S32_ 1 0.000 0.627 1.00 0.00
#> JC26_131.1.7_S32_ 1 0.000 0.627 1.00 0.00
#> JC27_157.1_MA_S33_ 1 0.971 0.673 0.60 0.40
#> JC27_149.2_W.9_MA_S33_ 2 0.925 0.641 0.34 0.66
#> JC27_164.1_MA_S33_ 1 0.971 0.673 0.60 0.40
#> JC27_168.2_MA_S33_ 2 0.000 0.608 0.00 1.00
#> JC27_184.1_MA_S33_ 1 0.990 0.634 0.56 0.44
#> JC27_192.1_W_MA_S33_ 2 0.971 0.646 0.40 0.60
#> JC27_195.1_MA_S33_ 2 0.000 0.608 0.00 1.00
#> JC27_196.1_MA_S33_ 1 0.680 0.294 0.82 0.18
#> JC27_187.2_MA_S33_ 1 0.971 0.673 0.60 0.40
#> JC27_188.2_MA_S33_ 1 0.971 0.673 0.60 0.40
#> JC28_220.2_FE_S33_ 2 0.000 0.608 0.00 1.00
#> JC32_315.1_T.41_ 1 0.971 0.673 0.60 0.40
#> JC32_322.1.41_ 2 0.971 0.646 0.40 0.60
#> JC32_323.1.42_ 2 0.971 0.646 0.40 0.60
#> JC36_486.1_T.56_MA_S46_ 2 0.990 -0.457 0.44 0.56
#> JC36_494.1.58_MA_S46_ 2 0.000 0.608 0.00 1.00
#> JC36_497.1_W.58_MA_S46_ 1 0.634 0.645 0.84 0.16
#> JC36_501.1_._MA_S46_ 2 0.971 0.646 0.40 0.60
#> JC36_501.3_MA_S46_ 1 0.971 0.673 0.60 0.40
#> JC36_501.2_MA_S46_ 1 0.999 0.587 0.52 0.48
#> JC36_513.1_MA_S46_ 1 1.000 0.556 0.50 0.50
#> JC36_519.3_._MA_S46_ 2 0.971 0.646 0.40 0.60
#> JC36_529.2_._MA_S46_ 2 0.000 0.608 0.00 1.00
#> JC36_531.2_MA_S46_ 2 0.971 0.646 0.40 0.60
#> JC37_538.1_MA_S46_ 2 0.000 0.608 0.00 1.00
#> JC37_542.1.65_MA_S46_ 1 0.943 0.670 0.64 0.36
#> JC37_543.1.65_MA_S46_ 1 0.971 0.673 0.60 0.40
#> JC37_544.1_..65_MA_S46_ 1 0.999 0.587 0.52 0.48
#> JC37_541.2.65_MA_S46_ 2 0.000 0.608 0.00 1.00
#> JC37_545.1_T.65_MA_S46_ 2 0.000 0.608 0.00 1.00
#> JC37_547.1_MA_S46_ 2 0.000 0.608 0.00 1.00
#> JC37_548.1_MA_S46_ 1 0.000 0.627 1.00 0.00
#> JC37_550.1_._MA_S46_ 1 0.000 0.627 1.00 0.00
#> JC37_553.3_MA_S46_ 2 0.971 0.646 0.40 0.60
#> JC37_554.1_MA_S46_ 2 0.958 0.645 0.38 0.62
#> JC37_545.2_T.65_MA_S46_ 1 0.999 0.587 0.52 0.48
#> JC37_553.4_MA_S46_ 2 0.000 0.608 0.00 1.00
#> JC37_553.2_MA_S46_ 1 0.971 0.673 0.60 0.40
#> JC37_564.2.67_MA_S46_ 2 0.971 0.646 0.40 0.60
#> JC37_570.1.68_MA_S46_ 1 0.999 0.587 0.52 0.48
#> JC37_571.4_..68_MA_S46_ 2 0.971 0.646 0.40 0.60
#> JC37_579.1_._MA_S46_ 1 0.999 0.587 0.52 0.48
#> JC37_579.3_MA_S46_ 2 0.000 0.608 0.00 1.00
#> JC37_577.2.69_MA_S46_ 2 0.971 0.646 0.40 0.60
#> JC39_587.1.70_FE_S23_ 1 0.971 0.673 0.60 0.40
#> JC39_591.3_..71_FE_S23_ 1 0.971 0.673 0.60 0.40
#> JC39_591.4_..71_FE_S23_ 1 0.971 0.673 0.60 0.40
#> JC39_585.2_T.70_FE_S23_ 1 0.971 0.673 0.60 0.40
#> JC39_588.3.70_FE_S23_ 1 0.971 0.673 0.60 0.40
#> JC39_588.2_..70_FE_S23_ 2 0.971 0.646 0.40 0.60
#> JC39_594.2.71_FE_S23_ 1 0.971 0.673 0.60 0.40
#> JC39_601.2_FE_S23_ 2 0.971 -0.371 0.40 0.60
#> JC39_605.1_FE_S23_ 2 0.000 0.608 0.00 1.00
#> JC39_606.1_FE_S23_ 2 0.971 0.646 0.40 0.60
#> JC39_607.1_FE_S23_ 2 0.971 0.646 0.40 0.60
#> JC39_608.3_FE_S23_ 2 0.971 0.646 0.40 0.60
#> JC39_610.1_FE_S23_ 1 0.000 0.627 1.00 0.00
#> JC39_611.1_FE_S23_ 1 0.971 0.673 0.60 0.40
#> JC39_612.1.73_FE_S23_ 2 0.971 0.646 0.40 0.60
#> JC39_613.1_..73_FE_S23_ 1 0.971 0.673 0.60 0.40
#> JC39_607.2_FE_S23_ 1 0.971 0.673 0.60 0.40
#> JC39_612.2.73_FE_S23_ 1 0.000 0.627 1.00 0.00
#> JC39_621.2_FE_S23_ 2 0.971 0.646 0.40 0.60
#> JC39_623.2_._FE_S23_ 1 0.971 0.673 0.60 0.40
#> JC40_632.1.75_FE_S23_ 2 0.971 0.646 0.40 0.60
#> JC40_644.1.77_FE_S23_ 1 0.971 0.673 0.60 0.40
#> JC40_651.2.78_FE_S23_ 1 0.000 0.627 1.00 0.00
#> JC40_676.3_T_FE_S23_ 1 0.971 0.673 0.60 0.40
#> JC41_680.2_._FE_S52_ 1 0.971 0.673 0.60 0.40
#> JC41_699.2_FE_S52_ 1 0.971 0.673 0.60 0.40
#> JC41_702.1_._FE_S52_ 2 0.971 0.646 0.40 0.60
#> JC41_707.1.89_FE_S52_ 1 0.000 0.627 1.00 0.00
#> JC41_710.1_W.90_FE_S52_ 2 0.971 0.646 0.40 0.60
#> JC41_705.4_FE_S52_ 2 0.000 0.608 0.00 1.00
#> JC41_719.1.91_FE_S52_ 2 0.999 -0.533 0.48 0.52
#> JC41_714.2_FE_S52_ 1 0.971 0.673 0.60 0.40
#> JC41_724.2_FE_S52_ 1 0.000 0.627 1.00 0.00
#> JC43_749.1_..95_FE_S27_ 2 0.971 0.646 0.40 0.60
#> JC43_752.1_._FE_S27_ 2 0.971 0.646 0.40 0.60
#> JC43_751.2_._big_FE_S27_ 2 0.925 0.640 0.34 0.66
#> JC43_757.2_..96_FE_S27_ 2 0.971 0.646 0.40 0.60
#> JC43_762.1_FE_S27_ 1 0.760 0.654 0.78 0.22
#> JC43_771.1_._FE_S27_ 1 0.971 0.673 0.60 0.40
#> JC44_776.4_FE_S27_ 2 0.000 0.608 0.00 1.00
#> JC44_781.2_FE_S27_ 1 0.971 0.673 0.60 0.40
#> JC44_784.2.100_FE_S27_ 2 0.971 0.646 0.40 0.60
#> JC44_785.3.100_FE_S27_ 2 0.971 0.646 0.40 0.60
#> JC44_789.1_._FE_S27_ 2 0.000 0.608 0.00 1.00
#> JC44_791.3_T_FE_S27_ 1 1.000 0.556 0.50 0.50
#> JC44_791.2_T_FE_S27_ 1 0.999 0.587 0.52 0.48
#> JC44_795.2_._FE_S27_ 1 0.995 0.568 0.54 0.46
#> JC44_796.2_._FE_S27_ 2 0.990 -0.457 0.44 0.56
#> JC44_796.3_._FE_S27_ 2 1.000 -0.567 0.50 0.50
#> JC44_800.1_FE_S27_ 2 0.000 0.608 0.00 1.00
#> JC44_801.1.102_FE_S27_ 2 0.971 0.646 0.40 0.60
#> JC44_802.1.102_FE_S27_ 2 0.000 0.608 0.00 1.00
#> JC44_808.1.103_FE_S27_ 2 0.242 0.558 0.04 0.96
#> JC44_808.3_..103_FE_S27_ 2 0.000 0.608 0.00 1.00
#> JC44_820.1_FE_S27_ 2 0.971 0.646 0.40 0.60
#> JC45_821.1.106_FE_S30_ 2 0.971 0.646 0.40 0.60
#> JC45_825.1_FE_S30_ 1 0.000 0.627 1.00 0.00
#> JC45_830.1_._big_FE_S30_ 2 0.000 0.608 0.00 1.00
#> JC45_834.1.108_FE_S30_ 1 0.971 0.673 0.60 0.40
#> JC45_835.1_T.108_FE_S30_ 2 0.760 0.182 0.22 0.78
#> JC45_856.1_FE_S30_ 2 0.000 0.608 0.00 1.00
#> JC45_856.2_._FE_S30_ 2 0.000 0.608 0.00 1.00
#> JC45_861.1_FE_S30_ 2 0.000 0.608 0.00 1.00
#> JC45_868.1_big_mega.113_FE_S30_ 1 0.000 0.627 1.00 0.00
#> JC45_861.2_FE_S30_ 1 0.999 0.587 0.52 0.48
#> JC46_869.1.114_FE_S30_ 2 0.000 0.608 0.00 1.00
#> JC46_875.1_T_emperi_big_FE_S30_ 2 0.999 -0.533 0.48 0.52
#> JC46_871.2.114_FE_S30_ 1 0.971 0.673 0.60 0.40
#> JC46_874.2_FE_S30_ 1 0.971 0.673 0.60 0.40
#> JC46_882.1.116_FE_S30_ 1 0.971 0.673 0.60 0.40
#> JC46_882.2.116_FE_S30_ 1 0.971 0.673 0.60 0.40
#> JC46_886.2.117_FE_S30_ 2 0.000 0.608 0.00 1.00
#> JC46_888.2.117_FE_S30_ 1 0.971 0.673 0.60 0.40
#> JC46_889.2_FE_S30_ 1 0.971 0.673 0.60 0.40
#> JC46_897.1_emperi_big.118_FE_S30_ 2 0.971 0.646 0.40 0.60
#> JC46_896.2.118_FE_S30_ 2 0.971 0.646 0.40 0.60
#> JC46_899.2_FE_S30_ 2 0.971 0.646 0.40 0.60
#> JC46_909.1.121_FE_S30_ 2 0.000 0.608 0.00 1.00
#> JC46_910.1.121_FE_S30_ 2 0.000 0.608 0.00 1.00
#> JC46_911.1.121_FE_S30_ 1 0.999 0.587 0.52 0.48
#> JC46_909.2.121_FE_S30_ 2 0.000 0.608 0.00 1.00
#> JC46_912.4.121_FE_S30_ 2 0.971 0.646 0.40 0.60
#> JC46_914.2_FE_S30_ 2 0.000 0.608 0.00 1.00
#> JC48P4_939_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P4_940_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P4_943_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P4_944_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P4_962_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P4_963_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P4_964_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P4_969_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P4_972_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P4_977_HSC_FE_S8_ 1 0.995 -0.468 0.54 0.46
#> JC48P4_981_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P4_986_HSC_FE_S8_ 2 0.995 0.575 0.46 0.54
#> JC48P4_994_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P4_998_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P4_1000_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P4_1008_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P4_1009_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P4_1010_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P7_1038_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P7_1051_HSC_FE_S8_ 1 0.242 0.573 0.96 0.04
#> JC48P7_1054_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P7_1084_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P7_1089_HSC_FE_S8_ 2 0.981 0.625 0.42 0.58
#> JC48P7_1091_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P7_1092_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P7_1093_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P7_1100_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P7_1104_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P7_1108_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
#> JC48P6_1159_HSC_FE_S8_ 1 0.000 0.627 1.00 0.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> JC20_29.1_FE_S25_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC21_56.2_FE_S25_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC21_84.1_FE_S25_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC26_100.1_W_S32_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC26_99.2_S32_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC26_131.1.7_S32_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC27_157.1_MA_S33_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC27_149.2_W.9_MA_S33_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC27_164.1_MA_S33_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC27_168.2_MA_S33_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC27_184.1_MA_S33_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC27_192.1_W_MA_S33_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC27_195.1_MA_S33_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC27_196.1_MA_S33_ 1 0.5706 0.517 0.68 0.00 0.32
#> JC27_187.2_MA_S33_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC27_188.2_MA_S33_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC28_220.2_FE_S33_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC32_315.1_T.41_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC32_322.1.41_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC32_323.1.42_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC36_486.1_T.56_MA_S46_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC36_494.1.58_MA_S46_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC36_497.1_W.58_MA_S46_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC36_501.1_._MA_S46_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC36_501.3_MA_S46_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC36_501.2_MA_S46_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC36_513.1_MA_S46_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC36_519.3_._MA_S46_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC36_529.2_._MA_S46_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC36_531.2_MA_S46_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC37_538.1_MA_S46_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC37_542.1.65_MA_S46_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC37_543.1.65_MA_S46_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC37_544.1_..65_MA_S46_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC37_541.2.65_MA_S46_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC37_545.1_T.65_MA_S46_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC37_547.1_MA_S46_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC37_548.1_MA_S46_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC37_550.1_._MA_S46_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC37_553.3_MA_S46_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC37_554.1_MA_S46_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC37_545.2_T.65_MA_S46_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC37_553.4_MA_S46_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC37_553.2_MA_S46_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC37_564.2.67_MA_S46_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC37_570.1.68_MA_S46_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC37_571.4_..68_MA_S46_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC37_579.1_._MA_S46_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC37_579.3_MA_S46_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC37_577.2.69_MA_S46_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC39_587.1.70_FE_S23_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC39_591.3_..71_FE_S23_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC39_591.4_..71_FE_S23_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC39_585.2_T.70_FE_S23_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC39_588.3.70_FE_S23_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC39_588.2_..70_FE_S23_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC39_594.2.71_FE_S23_ 1 0.5216 0.652 0.74 0.26 0.00
#> JC39_601.2_FE_S23_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC39_605.1_FE_S23_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC39_606.1_FE_S23_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC39_607.1_FE_S23_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC39_608.3_FE_S23_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC39_610.1_FE_S23_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC39_611.1_FE_S23_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC39_612.1.73_FE_S23_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC39_613.1_..73_FE_S23_ 2 0.1529 0.951 0.04 0.96 0.00
#> JC39_607.2_FE_S23_ 1 0.1529 0.935 0.96 0.04 0.00
#> JC39_612.2.73_FE_S23_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC39_621.2_FE_S23_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC39_623.2_._FE_S23_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC40_632.1.75_FE_S23_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC40_644.1.77_FE_S23_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC40_651.2.78_FE_S23_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC40_676.3_T_FE_S23_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC41_680.2_._FE_S52_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC41_699.2_FE_S52_ 1 0.5560 0.582 0.70 0.30 0.00
#> JC41_702.1_._FE_S52_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC41_707.1.89_FE_S52_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC41_710.1_W.90_FE_S52_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC41_705.4_FE_S52_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC41_719.1.91_FE_S52_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC41_714.2_FE_S52_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC41_724.2_FE_S52_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC43_749.1_..95_FE_S27_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC43_752.1_._FE_S27_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC43_751.2_._big_FE_S27_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC43_757.2_..96_FE_S27_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC43_762.1_FE_S27_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC43_771.1_._FE_S27_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC44_776.4_FE_S27_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC44_781.2_FE_S27_ 2 0.2537 0.905 0.08 0.92 0.00
#> JC44_784.2.100_FE_S27_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC44_785.3.100_FE_S27_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC44_789.1_._FE_S27_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC44_791.3_T_FE_S27_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC44_791.2_T_FE_S27_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC44_795.2_._FE_S27_ 2 0.5397 0.608 0.28 0.72 0.00
#> JC44_796.2_._FE_S27_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC44_796.3_._FE_S27_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC44_800.1_FE_S27_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC44_801.1.102_FE_S27_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC44_802.1.102_FE_S27_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC44_808.1.103_FE_S27_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC44_808.3_..103_FE_S27_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC44_820.1_FE_S27_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC45_821.1.106_FE_S30_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC45_825.1_FE_S30_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC45_830.1_._big_FE_S30_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC45_834.1.108_FE_S30_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC45_835.1_T.108_FE_S30_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC45_856.1_FE_S30_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC45_856.2_._FE_S30_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC45_861.1_FE_S30_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC45_868.1_big_mega.113_FE_S30_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC45_861.2_FE_S30_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC46_869.1.114_FE_S30_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC46_875.1_T_emperi_big_FE_S30_ 2 0.0892 0.972 0.02 0.98 0.00
#> JC46_871.2.114_FE_S30_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC46_874.2_FE_S30_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC46_882.1.116_FE_S30_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC46_882.2.116_FE_S30_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC46_886.2.117_FE_S30_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC46_888.2.117_FE_S30_ 1 0.6045 0.398 0.62 0.38 0.00
#> JC46_889.2_FE_S30_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC46_897.1_emperi_big.118_FE_S30_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC46_896.2.118_FE_S30_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC46_899.2_FE_S30_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC46_909.1.121_FE_S30_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC46_910.1.121_FE_S30_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC46_911.1.121_FE_S30_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC46_909.2.121_FE_S30_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC46_912.4.121_FE_S30_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC46_914.2_FE_S30_ 2 0.0000 0.993 0.00 1.00 0.00
#> JC48P4_939_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P4_940_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P4_943_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P4_944_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P4_962_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P4_963_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P4_964_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P4_969_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P4_972_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P4_977_HSC_FE_S8_ 3 0.5948 0.440 0.36 0.00 0.64
#> JC48P4_981_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P4_986_HSC_FE_S8_ 3 0.3340 0.858 0.12 0.00 0.88
#> JC48P4_994_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P4_998_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P4_1000_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P4_1008_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P4_1009_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P4_1010_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P7_1038_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P7_1051_HSC_FE_S8_ 1 0.0892 0.957 0.98 0.00 0.02
#> JC48P7_1054_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P7_1084_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P7_1089_HSC_FE_S8_ 3 0.0000 0.986 0.00 0.00 1.00
#> JC48P7_1091_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P7_1092_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P7_1093_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P7_1100_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P7_1104_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P7_1108_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
#> JC48P6_1159_HSC_FE_S8_ 1 0.0000 0.976 1.00 0.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> JC20_29.1_FE_S25_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC21_56.2_FE_S25_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC21_84.1_FE_S25_ 1 0.0707 0.971 0.98 0.02 0.00 0.00
#> JC26_100.1_W_S32_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC26_99.2_S32_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC26_131.1.7_S32_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC27_157.1_MA_S33_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC27_149.2_W.9_MA_S33_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC27_164.1_MA_S33_ 1 0.2345 0.902 0.90 0.10 0.00 0.00
#> JC27_168.2_MA_S33_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC27_184.1_MA_S33_ 2 0.1637 0.935 0.00 0.94 0.00 0.06
#> JC27_192.1_W_MA_S33_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC27_195.1_MA_S33_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC27_196.1_MA_S33_ 1 0.1211 0.950 0.96 0.00 0.04 0.00
#> JC27_187.2_MA_S33_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC27_188.2_MA_S33_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC28_220.2_FE_S33_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC32_315.1_T.41_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC32_322.1.41_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC32_323.1.42_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC36_486.1_T.56_MA_S46_ 2 0.2345 0.912 0.00 0.90 0.00 0.10
#> JC36_494.1.58_MA_S46_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC36_497.1_W.58_MA_S46_ 1 0.1637 0.939 0.94 0.06 0.00 0.00
#> JC36_501.1_._MA_S46_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC36_501.3_MA_S46_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC36_501.2_MA_S46_ 2 0.2011 0.927 0.00 0.92 0.00 0.08
#> JC36_513.1_MA_S46_ 2 0.2011 0.927 0.00 0.92 0.00 0.08
#> JC36_519.3_._MA_S46_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC36_529.2_._MA_S46_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC36_531.2_MA_S46_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC37_538.1_MA_S46_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC37_542.1.65_MA_S46_ 1 0.2345 0.902 0.90 0.10 0.00 0.00
#> JC37_543.1.65_MA_S46_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC37_544.1_..65_MA_S46_ 2 0.2011 0.927 0.00 0.92 0.00 0.08
#> JC37_541.2.65_MA_S46_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC37_545.1_T.65_MA_S46_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC37_547.1_MA_S46_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC37_548.1_MA_S46_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC37_550.1_._MA_S46_ 1 0.1211 0.956 0.96 0.04 0.00 0.00
#> JC37_553.3_MA_S46_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC37_554.1_MA_S46_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC37_545.2_T.65_MA_S46_ 2 0.2011 0.927 0.00 0.92 0.00 0.08
#> JC37_553.4_MA_S46_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC37_553.2_MA_S46_ 2 0.1637 0.908 0.06 0.94 0.00 0.00
#> JC37_564.2.67_MA_S46_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC37_570.1.68_MA_S46_ 2 0.2011 0.927 0.00 0.92 0.00 0.08
#> JC37_571.4_..68_MA_S46_ 3 0.0707 0.956 0.02 0.00 0.98 0.00
#> JC37_579.1_._MA_S46_ 2 0.2011 0.927 0.00 0.92 0.00 0.08
#> JC37_579.3_MA_S46_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC37_577.2.69_MA_S46_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC39_587.1.70_FE_S23_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC39_591.3_..71_FE_S23_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC39_591.4_..71_FE_S23_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC39_585.2_T.70_FE_S23_ 2 0.0707 0.944 0.02 0.98 0.00 0.00
#> JC39_588.3.70_FE_S23_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC39_588.2_..70_FE_S23_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC39_594.2.71_FE_S23_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC39_601.2_FE_S23_ 2 0.2921 0.872 0.00 0.86 0.00 0.14
#> JC39_605.1_FE_S23_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC39_606.1_FE_S23_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC39_607.1_FE_S23_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC39_608.3_FE_S23_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC39_610.1_FE_S23_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC39_611.1_FE_S23_ 1 0.2647 0.880 0.88 0.12 0.00 0.00
#> JC39_612.1.73_FE_S23_ 3 0.2706 0.882 0.08 0.00 0.90 0.02
#> JC39_613.1_..73_FE_S23_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC39_607.2_FE_S23_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC39_612.2.73_FE_S23_ 1 0.0707 0.971 0.98 0.02 0.00 0.00
#> JC39_621.2_FE_S23_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC39_623.2_._FE_S23_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC40_632.1.75_FE_S23_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC40_644.1.77_FE_S23_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC40_651.2.78_FE_S23_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC40_676.3_T_FE_S23_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC41_680.2_._FE_S52_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC41_699.2_FE_S52_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC41_702.1_._FE_S52_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC41_707.1.89_FE_S52_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC41_710.1_W.90_FE_S52_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC41_705.4_FE_S52_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC41_719.1.91_FE_S52_ 2 0.2011 0.927 0.00 0.92 0.00 0.08
#> JC41_714.2_FE_S52_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC41_724.2_FE_S52_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC43_749.1_..95_FE_S27_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC43_752.1_._FE_S27_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC43_751.2_._big_FE_S27_ 3 0.3400 0.765 0.00 0.00 0.82 0.18
#> JC43_757.2_..96_FE_S27_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC43_762.1_FE_S27_ 1 0.1637 0.939 0.94 0.06 0.00 0.00
#> JC43_771.1_._FE_S27_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC44_776.4_FE_S27_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC44_781.2_FE_S27_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC44_784.2.100_FE_S27_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC44_785.3.100_FE_S27_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC44_789.1_._FE_S27_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC44_791.3_T_FE_S27_ 2 0.2011 0.927 0.00 0.92 0.00 0.08
#> JC44_791.2_T_FE_S27_ 2 0.2011 0.927 0.00 0.92 0.00 0.08
#> JC44_795.2_._FE_S27_ 4 0.6477 0.453 0.30 0.10 0.00 0.60
#> JC44_796.2_._FE_S27_ 2 0.2011 0.927 0.00 0.92 0.00 0.08
#> JC44_796.3_._FE_S27_ 2 0.2011 0.927 0.00 0.92 0.00 0.08
#> JC44_800.1_FE_S27_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC44_801.1.102_FE_S27_ 4 0.4790 0.371 0.00 0.00 0.38 0.62
#> JC44_802.1.102_FE_S27_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC44_808.1.103_FE_S27_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC44_808.3_..103_FE_S27_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC44_820.1_FE_S27_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC45_821.1.106_FE_S30_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC45_825.1_FE_S30_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC45_830.1_._big_FE_S30_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC45_834.1.108_FE_S30_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC45_835.1_T.108_FE_S30_ 2 0.4522 0.599 0.00 0.68 0.00 0.32
#> JC45_856.1_FE_S30_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC45_856.2_._FE_S30_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC45_861.1_FE_S30_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC45_868.1_big_mega.113_FE_S30_ 1 0.0707 0.971 0.98 0.02 0.00 0.00
#> JC45_861.2_FE_S30_ 2 0.2011 0.927 0.00 0.92 0.00 0.08
#> JC46_869.1.114_FE_S30_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC46_875.1_T_emperi_big_FE_S30_ 2 0.4277 0.613 0.00 0.72 0.00 0.28
#> JC46_871.2.114_FE_S30_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC46_874.2_FE_S30_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC46_882.1.116_FE_S30_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC46_882.2.116_FE_S30_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC46_886.2.117_FE_S30_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC46_888.2.117_FE_S30_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC46_889.2_FE_S30_ 2 0.0000 0.957 0.00 1.00 0.00 0.00
#> JC46_897.1_emperi_big.118_FE_S30_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC46_896.2.118_FE_S30_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC46_899.2_FE_S30_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC46_909.1.121_FE_S30_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC46_910.1.121_FE_S30_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC46_911.1.121_FE_S30_ 2 0.2011 0.927 0.00 0.92 0.00 0.08
#> JC46_909.2.121_FE_S30_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC46_912.4.121_FE_S30_ 3 0.0000 0.975 0.00 0.00 1.00 0.00
#> JC46_914.2_FE_S30_ 4 0.0000 0.975 0.00 0.00 0.00 1.00
#> JC48P4_939_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P4_940_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P4_943_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P4_944_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P4_962_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P4_963_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P4_964_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P4_969_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P4_972_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P4_977_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P4_981_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P4_986_HSC_FE_S8_ 1 0.3172 0.806 0.84 0.00 0.16 0.00
#> JC48P4_994_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P4_998_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P4_1000_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P4_1008_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P4_1009_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P4_1010_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P7_1038_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P7_1051_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P7_1054_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P7_1084_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P7_1089_HSC_FE_S8_ 3 0.4977 0.145 0.46 0.00 0.54 0.00
#> JC48P7_1091_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P7_1092_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P7_1093_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P7_1100_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P7_1104_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P7_1108_HSC_FE_S8_ 1 0.0000 0.984 1.00 0.00 0.00 0.00
#> JC48P6_1159_HSC_FE_S8_ 1 0.0000 0.984 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 sample(p-value) k
#> ATC:skmeans 154 2.07e-02 2
#> ATC:skmeans 161 1.47e-06 3
#> ATC:skmeans 160 1.58e-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: Node021. Child nodes: Node02111-leaf , Node02112-leaf , Node02121-leaf , Node02122-leaf , Node02221-leaf , Node02222-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 4151 rows and 62 columns.
#> Top rows (415) 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 0.999 1.000 0.508 0.492 0.492
#> 3 3 0.930 0.945 0.971 0.243 0.860 0.719
#> 4 4 0.874 0.906 0.949 0.107 0.892 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
#> JC20_29.1_FE_S25_ 2 0.000 1.000 0.00 1.00
#> JC21_56.2_FE_S25_ 2 0.000 1.000 0.00 1.00
#> JC21_84.1_FE_S25_ 2 0.000 1.000 0.00 1.00
#> JC26_99.2_S32_ 1 0.141 0.980 0.98 0.02
#> JC26_131.1.7_S32_ 1 0.000 0.999 1.00 0.00
#> JC27_164.1_MA_S33_ 2 0.000 1.000 0.00 1.00
#> JC27_196.1_MA_S33_ 1 0.000 0.999 1.00 0.00
#> JC27_188.2_MA_S33_ 2 0.000 1.000 0.00 1.00
#> JC36_497.1_W.58_MA_S46_ 2 0.000 1.000 0.00 1.00
#> JC37_542.1.65_MA_S46_ 2 0.000 1.000 0.00 1.00
#> JC37_548.1_MA_S46_ 2 0.000 1.000 0.00 1.00
#> JC37_550.1_._MA_S46_ 2 0.000 1.000 0.00 1.00
#> JC37_553.2_MA_S46_ 2 0.000 1.000 0.00 1.00
#> JC39_587.1.70_FE_S23_ 2 0.000 1.000 0.00 1.00
#> JC39_591.4_..71_FE_S23_ 2 0.000 1.000 0.00 1.00
#> JC39_585.2_T.70_FE_S23_ 2 0.000 1.000 0.00 1.00
#> JC39_588.3.70_FE_S23_ 2 0.000 1.000 0.00 1.00
#> JC39_594.2.71_FE_S23_ 2 0.000 1.000 0.00 1.00
#> JC39_610.1_FE_S23_ 2 0.000 1.000 0.00 1.00
#> JC39_611.1_FE_S23_ 2 0.000 1.000 0.00 1.00
#> JC39_607.2_FE_S23_ 2 0.000 1.000 0.00 1.00
#> JC39_612.2.73_FE_S23_ 2 0.000 1.000 0.00 1.00
#> JC40_651.2.78_FE_S23_ 1 0.000 0.999 1.00 0.00
#> JC40_676.3_T_FE_S23_ 2 0.000 1.000 0.00 1.00
#> JC41_699.2_FE_S52_ 2 0.000 1.000 0.00 1.00
#> JC41_707.1.89_FE_S52_ 2 0.000 1.000 0.00 1.00
#> JC41_714.2_FE_S52_ 2 0.000 1.000 0.00 1.00
#> JC41_724.2_FE_S52_ 1 0.000 0.999 1.00 0.00
#> JC43_762.1_FE_S27_ 2 0.000 1.000 0.00 1.00
#> JC43_771.1_._FE_S27_ 2 0.000 1.000 0.00 1.00
#> JC45_825.1_FE_S30_ 2 0.000 1.000 0.00 1.00
#> JC45_868.1_big_mega.113_FE_S30_ 2 0.000 1.000 0.00 1.00
#> JC46_882.2.116_FE_S30_ 2 0.000 1.000 0.00 1.00
#> JC46_888.2.117_FE_S30_ 2 0.000 1.000 0.00 1.00
#> JC46_889.2_FE_S30_ 2 0.000 1.000 0.00 1.00
#> JC48P4_939_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P4_940_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P4_943_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P4_944_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P4_962_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P4_963_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P4_964_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P4_969_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P4_972_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P4_981_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P4_994_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P4_998_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P4_1000_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P4_1008_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P4_1009_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P4_1010_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P7_1038_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P7_1051_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P7_1054_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P7_1084_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P7_1091_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P7_1092_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P7_1093_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P7_1100_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P7_1104_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P7_1108_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
#> JC48P6_1159_HSC_FE_S8_ 1 0.000 0.999 1.00 0.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> JC20_29.1_FE_S25_ 2 0.0000 0.964 0.00 1.00 0.00
#> JC21_56.2_FE_S25_ 2 0.0000 0.964 0.00 1.00 0.00
#> JC21_84.1_FE_S25_ 2 0.0000 0.964 0.00 1.00 0.00
#> JC26_99.2_S32_ 3 0.4796 0.667 0.22 0.00 0.78
#> JC26_131.1.7_S32_ 1 0.4002 0.824 0.84 0.00 0.16
#> JC27_164.1_MA_S33_ 3 0.3686 0.879 0.00 0.14 0.86
#> JC27_196.1_MA_S33_ 1 0.0892 0.979 0.98 0.00 0.02
#> JC27_188.2_MA_S33_ 2 0.0000 0.964 0.00 1.00 0.00
#> JC36_497.1_W.58_MA_S46_ 3 0.0892 0.919 0.00 0.02 0.98
#> JC37_542.1.65_MA_S46_ 3 0.1529 0.916 0.00 0.04 0.96
#> JC37_548.1_MA_S46_ 2 0.6045 0.369 0.00 0.62 0.38
#> JC37_550.1_._MA_S46_ 3 0.0892 0.919 0.00 0.02 0.98
#> JC37_553.2_MA_S46_ 3 0.0892 0.919 0.00 0.02 0.98
#> JC39_587.1.70_FE_S23_ 2 0.0000 0.964 0.00 1.00 0.00
#> JC39_591.4_..71_FE_S23_ 2 0.0000 0.964 0.00 1.00 0.00
#> JC39_585.2_T.70_FE_S23_ 2 0.0000 0.964 0.00 1.00 0.00
#> JC39_588.3.70_FE_S23_ 2 0.0000 0.964 0.00 1.00 0.00
#> JC39_594.2.71_FE_S23_ 2 0.0000 0.964 0.00 1.00 0.00
#> JC39_610.1_FE_S23_ 3 0.0000 0.907 0.00 0.00 1.00
#> JC39_611.1_FE_S23_ 3 0.3686 0.879 0.00 0.14 0.86
#> JC39_607.2_FE_S23_ 2 0.0000 0.964 0.00 1.00 0.00
#> JC39_612.2.73_FE_S23_ 3 0.0892 0.919 0.00 0.02 0.98
#> JC40_651.2.78_FE_S23_ 1 0.0892 0.979 0.98 0.00 0.02
#> JC40_676.3_T_FE_S23_ 2 0.0000 0.964 0.00 1.00 0.00
#> JC41_699.2_FE_S52_ 3 0.3686 0.879 0.00 0.14 0.86
#> JC41_707.1.89_FE_S52_ 3 0.0000 0.907 0.00 0.00 1.00
#> JC41_714.2_FE_S52_ 2 0.0000 0.964 0.00 1.00 0.00
#> JC41_724.2_FE_S52_ 1 0.0892 0.979 0.98 0.00 0.02
#> JC43_762.1_FE_S27_ 3 0.3686 0.879 0.00 0.14 0.86
#> JC43_771.1_._FE_S27_ 3 0.3686 0.879 0.00 0.14 0.86
#> JC45_825.1_FE_S30_ 2 0.4002 0.781 0.00 0.84 0.16
#> JC45_868.1_big_mega.113_FE_S30_ 3 0.0892 0.919 0.00 0.02 0.98
#> JC46_882.2.116_FE_S30_ 2 0.0000 0.964 0.00 1.00 0.00
#> JC46_888.2.117_FE_S30_ 2 0.0000 0.964 0.00 1.00 0.00
#> JC46_889.2_FE_S30_ 2 0.0000 0.964 0.00 1.00 0.00
#> JC48P4_939_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P4_940_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P4_943_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P4_944_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P4_962_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P4_963_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P4_964_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P4_969_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P4_972_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P4_981_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P4_994_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P4_998_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P4_1000_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P4_1008_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P4_1009_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P4_1010_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P7_1038_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P7_1051_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P7_1054_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P7_1084_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P7_1091_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P7_1092_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P7_1093_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P7_1100_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P7_1104_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P7_1108_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
#> JC48P6_1159_HSC_FE_S8_ 1 0.0000 0.993 1.00 0.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> JC20_29.1_FE_S25_ 2 0.0000 1.000 0.00 1.00 0.00 0.00
#> JC21_56.2_FE_S25_ 2 0.0000 1.000 0.00 1.00 0.00 0.00
#> JC21_84.1_FE_S25_ 2 0.0000 1.000 0.00 1.00 0.00 0.00
#> JC26_99.2_S32_ 4 0.1411 0.771 0.02 0.00 0.02 0.96
#> JC26_131.1.7_S32_ 4 0.2411 0.777 0.04 0.00 0.04 0.92
#> JC27_164.1_MA_S33_ 3 0.2647 0.821 0.00 0.12 0.88 0.00
#> JC27_196.1_MA_S33_ 4 0.3172 0.783 0.16 0.00 0.00 0.84
#> JC27_188.2_MA_S33_ 2 0.0000 1.000 0.00 1.00 0.00 0.00
#> JC36_497.1_W.58_MA_S46_ 3 0.1211 0.800 0.00 0.00 0.96 0.04
#> JC37_542.1.65_MA_S46_ 3 0.0000 0.803 0.00 0.00 1.00 0.00
#> JC37_548.1_MA_S46_ 3 0.6656 0.452 0.00 0.22 0.62 0.16
#> JC37_550.1_._MA_S46_ 3 0.2647 0.761 0.00 0.00 0.88 0.12
#> JC37_553.2_MA_S46_ 3 0.0707 0.802 0.00 0.00 0.98 0.02
#> JC39_587.1.70_FE_S23_ 2 0.0000 1.000 0.00 1.00 0.00 0.00
#> JC39_591.4_..71_FE_S23_ 2 0.0000 1.000 0.00 1.00 0.00 0.00
#> JC39_585.2_T.70_FE_S23_ 2 0.0000 1.000 0.00 1.00 0.00 0.00
#> JC39_588.3.70_FE_S23_ 2 0.0000 1.000 0.00 1.00 0.00 0.00
#> JC39_594.2.71_FE_S23_ 2 0.0000 1.000 0.00 1.00 0.00 0.00
#> JC39_610.1_FE_S23_ 4 0.2647 0.730 0.00 0.00 0.12 0.88
#> JC39_611.1_FE_S23_ 3 0.2647 0.821 0.00 0.12 0.88 0.00
#> JC39_607.2_FE_S23_ 2 0.0000 1.000 0.00 1.00 0.00 0.00
#> JC39_612.2.73_FE_S23_ 3 0.2345 0.772 0.00 0.00 0.90 0.10
#> JC40_651.2.78_FE_S23_ 4 0.3172 0.784 0.16 0.00 0.00 0.84
#> JC40_676.3_T_FE_S23_ 2 0.0000 1.000 0.00 1.00 0.00 0.00
#> JC41_699.2_FE_S52_ 3 0.2647 0.821 0.00 0.12 0.88 0.00
#> JC41_707.1.89_FE_S52_ 4 0.4713 0.373 0.00 0.00 0.36 0.64
#> JC41_714.2_FE_S52_ 2 0.0000 1.000 0.00 1.00 0.00 0.00
#> JC41_724.2_FE_S52_ 4 0.3172 0.784 0.16 0.00 0.00 0.84
#> JC43_762.1_FE_S27_ 3 0.2647 0.821 0.00 0.12 0.88 0.00
#> JC43_771.1_._FE_S27_ 3 0.2647 0.821 0.00 0.12 0.88 0.00
#> JC45_825.1_FE_S30_ 3 0.4907 0.404 0.00 0.42 0.58 0.00
#> JC45_868.1_big_mega.113_FE_S30_ 3 0.2647 0.761 0.00 0.00 0.88 0.12
#> JC46_882.2.116_FE_S30_ 2 0.0000 1.000 0.00 1.00 0.00 0.00
#> JC46_888.2.117_FE_S30_ 2 0.0000 1.000 0.00 1.00 0.00 0.00
#> JC46_889.2_FE_S30_ 2 0.0000 1.000 0.00 1.00 0.00 0.00
#> JC48P4_939_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P4_940_HSC_FE_S8_ 1 0.1637 0.945 0.94 0.00 0.00 0.06
#> JC48P4_943_HSC_FE_S8_ 1 0.0707 0.980 0.98 0.00 0.00 0.02
#> JC48P4_944_HSC_FE_S8_ 1 0.0707 0.980 0.98 0.00 0.00 0.02
#> JC48P4_962_HSC_FE_S8_ 1 0.0707 0.980 0.98 0.00 0.00 0.02
#> JC48P4_963_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P4_964_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P4_969_HSC_FE_S8_ 1 0.0707 0.980 0.98 0.00 0.00 0.02
#> JC48P4_972_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P4_981_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P4_994_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P4_998_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P4_1000_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P4_1008_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P4_1009_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P4_1010_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P7_1038_HSC_FE_S8_ 1 0.0707 0.980 0.98 0.00 0.00 0.02
#> JC48P7_1051_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P7_1054_HSC_FE_S8_ 1 0.0707 0.980 0.98 0.00 0.00 0.02
#> JC48P7_1084_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P7_1091_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P7_1092_HSC_FE_S8_ 1 0.0707 0.980 0.98 0.00 0.00 0.02
#> JC48P7_1093_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P7_1100_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P7_1104_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P7_1108_HSC_FE_S8_ 1 0.0000 0.989 1.00 0.00 0.00 0.00
#> JC48P6_1159_HSC_FE_S8_ 1 0.2011 0.922 0.92 0.00 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 sample(p-value) k
#> ATC:skmeans 62 1.13e-06 2
#> ATC:skmeans 61 6.51e-07 3
#> ATC:skmeans 59 2.19e-09 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: Node02111-leaf , Node02112-leaf , Node02121-leaf , Node02122-leaf , Node02221-leaf , Node02222-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 4278 rows and 64 columns.
#> Top rows (428) 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 0.975 0.989 0.5064 0.494 0.494
#> 3 3 0.830 0.904 0.954 0.2711 0.855 0.709
#> 4 4 0.795 0.794 0.906 0.0714 0.939 0.836
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
#> JC26_100.1_W_S32_ 1 0.000 0.990 1.00 0.00
#> JC27_157.1_MA_S33_ 2 0.000 0.988 0.00 1.00
#> JC27_168.2_MA_S33_ 1 0.000 0.990 1.00 0.00
#> JC27_184.1_MA_S33_ 2 0.000 0.988 0.00 1.00
#> JC27_195.1_MA_S33_ 1 0.000 0.990 1.00 0.00
#> JC27_187.2_MA_S33_ 2 0.000 0.988 0.00 1.00
#> JC28_220.2_FE_S33_ 1 0.000 0.990 1.00 0.00
#> JC32_315.1_T.41_ 2 0.000 0.988 0.00 1.00
#> JC36_486.1_T.56_MA_S46_ 2 0.000 0.988 0.00 1.00
#> JC36_494.1.58_MA_S46_ 1 0.000 0.990 1.00 0.00
#> JC36_501.3_MA_S46_ 2 0.000 0.988 0.00 1.00
#> JC36_501.2_MA_S46_ 2 0.000 0.988 0.00 1.00
#> JC36_513.1_MA_S46_ 2 0.000 0.988 0.00 1.00
#> JC36_529.2_._MA_S46_ 1 0.000 0.990 1.00 0.00
#> JC37_538.1_MA_S46_ 1 0.000 0.990 1.00 0.00
#> JC37_543.1.65_MA_S46_ 2 0.000 0.988 0.00 1.00
#> JC37_544.1_..65_MA_S46_ 2 0.000 0.988 0.00 1.00
#> JC37_541.2.65_MA_S46_ 1 0.000 0.990 1.00 0.00
#> JC37_545.1_T.65_MA_S46_ 1 0.000 0.990 1.00 0.00
#> JC37_547.1_MA_S46_ 1 0.000 0.990 1.00 0.00
#> JC37_545.2_T.65_MA_S46_ 2 0.000 0.988 0.00 1.00
#> JC37_553.4_MA_S46_ 1 0.000 0.990 1.00 0.00
#> JC37_570.1.68_MA_S46_ 2 0.000 0.988 0.00 1.00
#> JC37_579.1_._MA_S46_ 2 0.000 0.988 0.00 1.00
#> JC37_579.3_MA_S46_ 1 0.000 0.990 1.00 0.00
#> JC39_591.3_..71_FE_S23_ 2 0.000 0.988 0.00 1.00
#> JC39_601.2_FE_S23_ 2 0.000 0.988 0.00 1.00
#> JC39_605.1_FE_S23_ 1 0.000 0.990 1.00 0.00
#> JC39_613.1_..73_FE_S23_ 2 0.000 0.988 0.00 1.00
#> JC39_623.2_._FE_S23_ 2 0.000 0.988 0.00 1.00
#> JC40_644.1.77_FE_S23_ 2 0.000 0.988 0.00 1.00
#> JC41_680.2_._FE_S52_ 2 0.000 0.988 0.00 1.00
#> JC41_705.4_FE_S52_ 1 0.000 0.990 1.00 0.00
#> JC41_719.1.91_FE_S52_ 2 0.000 0.988 0.00 1.00
#> JC44_776.4_FE_S27_ 1 0.000 0.990 1.00 0.00
#> JC44_781.2_FE_S27_ 2 0.000 0.988 0.00 1.00
#> JC44_789.1_._FE_S27_ 1 0.000 0.990 1.00 0.00
#> JC44_791.3_T_FE_S27_ 2 0.000 0.988 0.00 1.00
#> JC44_791.2_T_FE_S27_ 2 0.000 0.988 0.00 1.00
#> JC44_795.2_._FE_S27_ 2 0.634 0.809 0.16 0.84
#> JC44_796.2_._FE_S27_ 2 0.000 0.988 0.00 1.00
#> JC44_796.3_._FE_S27_ 2 0.000 0.988 0.00 1.00
#> JC44_800.1_FE_S27_ 1 0.000 0.990 1.00 0.00
#> JC44_802.1.102_FE_S27_ 1 0.000 0.990 1.00 0.00
#> JC44_808.1.103_FE_S27_ 1 0.000 0.990 1.00 0.00
#> JC44_808.3_..103_FE_S27_ 1 0.000 0.990 1.00 0.00
#> JC45_830.1_._big_FE_S30_ 1 0.855 0.604 0.72 0.28
#> JC45_834.1.108_FE_S30_ 2 0.000 0.988 0.00 1.00
#> JC45_835.1_T.108_FE_S30_ 2 0.000 0.988 0.00 1.00
#> JC45_856.1_FE_S30_ 1 0.000 0.990 1.00 0.00
#> JC45_856.2_._FE_S30_ 1 0.000 0.990 1.00 0.00
#> JC45_861.1_FE_S30_ 1 0.000 0.990 1.00 0.00
#> JC45_861.2_FE_S30_ 2 0.000 0.988 0.00 1.00
#> JC46_869.1.114_FE_S30_ 1 0.000 0.990 1.00 0.00
#> JC46_875.1_T_emperi_big_FE_S30_ 2 0.000 0.988 0.00 1.00
#> JC46_871.2.114_FE_S30_ 2 0.000 0.988 0.00 1.00
#> JC46_874.2_FE_S30_ 2 0.000 0.988 0.00 1.00
#> JC46_882.1.116_FE_S30_ 2 0.795 0.686 0.24 0.76
#> JC46_886.2.117_FE_S30_ 1 0.000 0.990 1.00 0.00
#> JC46_909.1.121_FE_S30_ 1 0.000 0.990 1.00 0.00
#> JC46_910.1.121_FE_S30_ 1 0.000 0.990 1.00 0.00
#> JC46_911.1.121_FE_S30_ 2 0.000 0.988 0.00 1.00
#> JC46_909.2.121_FE_S30_ 1 0.000 0.990 1.00 0.00
#> JC46_914.2_FE_S30_ 1 0.000 0.990 1.00 0.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> JC26_100.1_W_S32_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC27_157.1_MA_S33_ 2 0.0000 0.942 0.00 1.00 0.00
#> JC27_168.2_MA_S33_ 1 0.2066 0.935 0.94 0.00 0.06
#> JC27_184.1_MA_S33_ 2 0.0000 0.942 0.00 1.00 0.00
#> JC27_195.1_MA_S33_ 1 0.2959 0.889 0.90 0.00 0.10
#> JC27_187.2_MA_S33_ 3 0.5948 0.431 0.00 0.36 0.64
#> JC28_220.2_FE_S33_ 1 0.4291 0.803 0.82 0.00 0.18
#> JC32_315.1_T.41_ 3 0.3686 0.819 0.00 0.14 0.86
#> JC36_486.1_T.56_MA_S46_ 2 0.0000 0.942 0.00 1.00 0.00
#> JC36_494.1.58_MA_S46_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC36_501.3_MA_S46_ 2 0.0000 0.942 0.00 1.00 0.00
#> JC36_501.2_MA_S46_ 2 0.0000 0.942 0.00 1.00 0.00
#> JC36_513.1_MA_S46_ 2 0.0000 0.942 0.00 1.00 0.00
#> JC36_529.2_._MA_S46_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC37_538.1_MA_S46_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC37_543.1.65_MA_S46_ 2 0.2066 0.897 0.00 0.94 0.06
#> JC37_544.1_..65_MA_S46_ 2 0.4555 0.748 0.00 0.80 0.20
#> JC37_541.2.65_MA_S46_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC37_545.1_T.65_MA_S46_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC37_547.1_MA_S46_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC37_545.2_T.65_MA_S46_ 3 0.3686 0.821 0.00 0.14 0.86
#> JC37_553.4_MA_S46_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC37_570.1.68_MA_S46_ 2 0.0000 0.942 0.00 1.00 0.00
#> JC37_579.1_._MA_S46_ 2 0.0000 0.942 0.00 1.00 0.00
#> JC37_579.3_MA_S46_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC39_591.3_..71_FE_S23_ 2 0.0892 0.929 0.00 0.98 0.02
#> JC39_601.2_FE_S23_ 3 0.0892 0.883 0.00 0.02 0.98
#> JC39_605.1_FE_S23_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC39_613.1_..73_FE_S23_ 3 0.0000 0.886 0.00 0.00 1.00
#> JC39_623.2_._FE_S23_ 3 0.0000 0.886 0.00 0.00 1.00
#> JC40_644.1.77_FE_S23_ 2 0.6244 0.182 0.00 0.56 0.44
#> JC41_680.2_._FE_S52_ 2 0.0892 0.929 0.00 0.98 0.02
#> JC41_705.4_FE_S52_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC41_719.1.91_FE_S52_ 2 0.0000 0.942 0.00 1.00 0.00
#> JC44_776.4_FE_S27_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC44_781.2_FE_S27_ 2 0.0000 0.942 0.00 1.00 0.00
#> JC44_789.1_._FE_S27_ 1 0.3340 0.877 0.88 0.00 0.12
#> JC44_791.3_T_FE_S27_ 2 0.0000 0.942 0.00 1.00 0.00
#> JC44_791.2_T_FE_S27_ 2 0.0000 0.942 0.00 1.00 0.00
#> JC44_795.2_._FE_S27_ 3 0.2959 0.849 0.00 0.10 0.90
#> JC44_796.2_._FE_S27_ 2 0.0000 0.942 0.00 1.00 0.00
#> JC44_796.3_._FE_S27_ 2 0.0000 0.942 0.00 1.00 0.00
#> JC44_800.1_FE_S27_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC44_802.1.102_FE_S27_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC44_808.1.103_FE_S27_ 1 0.3686 0.855 0.86 0.00 0.14
#> JC44_808.3_..103_FE_S27_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC45_830.1_._big_FE_S30_ 3 0.6850 0.740 0.14 0.12 0.74
#> JC45_834.1.108_FE_S30_ 3 0.0000 0.886 0.00 0.00 1.00
#> JC45_835.1_T.108_FE_S30_ 2 0.0000 0.942 0.00 1.00 0.00
#> JC45_856.1_FE_S30_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC45_856.2_._FE_S30_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC45_861.1_FE_S30_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC45_861.2_FE_S30_ 2 0.0000 0.942 0.00 1.00 0.00
#> JC46_869.1.114_FE_S30_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC46_875.1_T_emperi_big_FE_S30_ 3 0.4002 0.811 0.00 0.16 0.84
#> JC46_871.2.114_FE_S30_ 3 0.0000 0.886 0.00 0.00 1.00
#> JC46_874.2_FE_S30_ 2 0.5397 0.623 0.00 0.72 0.28
#> JC46_882.1.116_FE_S30_ 3 0.0000 0.886 0.00 0.00 1.00
#> JC46_886.2.117_FE_S30_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC46_909.1.121_FE_S30_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC46_910.1.121_FE_S30_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC46_911.1.121_FE_S30_ 2 0.3686 0.821 0.00 0.86 0.14
#> JC46_909.2.121_FE_S30_ 1 0.0000 0.979 1.00 0.00 0.00
#> JC46_914.2_FE_S30_ 1 0.0000 0.979 1.00 0.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> JC26_100.1_W_S32_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC27_157.1_MA_S33_ 2 0.0000 0.91362 0.00 1.00 0.00 0.00
#> JC27_168.2_MA_S33_ 1 0.5428 0.67084 0.74 0.00 0.12 0.14
#> JC27_184.1_MA_S33_ 2 0.0707 0.90098 0.00 0.98 0.02 0.00
#> JC27_195.1_MA_S33_ 4 0.3975 0.62174 0.24 0.00 0.00 0.76
#> JC27_187.2_MA_S33_ 3 0.5713 0.48314 0.00 0.34 0.62 0.04
#> JC28_220.2_FE_S33_ 1 0.6836 0.39462 0.58 0.00 0.28 0.14
#> JC32_315.1_T.41_ 3 0.3606 0.63549 0.00 0.14 0.84 0.02
#> JC36_486.1_T.56_MA_S46_ 2 0.0000 0.91362 0.00 1.00 0.00 0.00
#> JC36_494.1.58_MA_S46_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC36_501.3_MA_S46_ 2 0.0000 0.91362 0.00 1.00 0.00 0.00
#> JC36_501.2_MA_S46_ 2 0.0000 0.91362 0.00 1.00 0.00 0.00
#> JC36_513.1_MA_S46_ 2 0.0000 0.91362 0.00 1.00 0.00 0.00
#> JC36_529.2_._MA_S46_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC37_538.1_MA_S46_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC37_543.1.65_MA_S46_ 2 0.2345 0.84214 0.00 0.90 0.10 0.00
#> JC37_544.1_..65_MA_S46_ 3 0.5570 0.26673 0.00 0.44 0.54 0.02
#> JC37_541.2.65_MA_S46_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC37_545.1_T.65_MA_S46_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC37_547.1_MA_S46_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC37_545.2_T.65_MA_S46_ 3 0.6049 0.53667 0.00 0.12 0.68 0.20
#> JC37_553.4_MA_S46_ 1 0.0707 0.92510 0.98 0.00 0.00 0.02
#> JC37_570.1.68_MA_S46_ 2 0.0000 0.91362 0.00 1.00 0.00 0.00
#> JC37_579.1_._MA_S46_ 2 0.0000 0.91362 0.00 1.00 0.00 0.00
#> JC37_579.3_MA_S46_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC39_591.3_..71_FE_S23_ 2 0.2647 0.82342 0.00 0.88 0.12 0.00
#> JC39_601.2_FE_S23_ 4 0.3975 0.65815 0.00 0.00 0.24 0.76
#> JC39_605.1_FE_S23_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC39_613.1_..73_FE_S23_ 3 0.1637 0.62483 0.00 0.00 0.94 0.06
#> JC39_623.2_._FE_S23_ 3 0.0707 0.62671 0.00 0.00 0.98 0.02
#> JC40_644.1.77_FE_S23_ 3 0.5428 0.40930 0.00 0.38 0.60 0.02
#> JC41_680.2_._FE_S52_ 2 0.4797 0.57924 0.00 0.72 0.26 0.02
#> JC41_705.4_FE_S52_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC41_719.1.91_FE_S52_ 2 0.0000 0.91362 0.00 1.00 0.00 0.00
#> JC44_776.4_FE_S27_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC44_781.2_FE_S27_ 2 0.2921 0.79136 0.00 0.86 0.14 0.00
#> JC44_789.1_._FE_S27_ 1 0.6201 0.46795 0.62 0.00 0.30 0.08
#> JC44_791.3_T_FE_S27_ 2 0.0000 0.91362 0.00 1.00 0.00 0.00
#> JC44_791.2_T_FE_S27_ 2 0.0000 0.91362 0.00 1.00 0.00 0.00
#> JC44_795.2_._FE_S27_ 4 0.1913 0.77033 0.00 0.02 0.04 0.94
#> JC44_796.2_._FE_S27_ 2 0.0707 0.90144 0.00 0.98 0.02 0.00
#> JC44_796.3_._FE_S27_ 2 0.0000 0.91362 0.00 1.00 0.00 0.00
#> JC44_800.1_FE_S27_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC44_802.1.102_FE_S27_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC44_808.1.103_FE_S27_ 1 0.4755 0.69540 0.76 0.00 0.20 0.04
#> JC44_808.3_..103_FE_S27_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC45_830.1_._big_FE_S30_ 4 0.3886 0.77566 0.08 0.02 0.04 0.86
#> JC45_834.1.108_FE_S30_ 3 0.3172 0.58559 0.00 0.00 0.84 0.16
#> JC45_835.1_T.108_FE_S30_ 2 0.0000 0.91362 0.00 1.00 0.00 0.00
#> JC45_856.1_FE_S30_ 1 0.2345 0.85424 0.90 0.00 0.00 0.10
#> JC45_856.2_._FE_S30_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC45_861.1_FE_S30_ 1 0.2011 0.87473 0.92 0.00 0.00 0.08
#> JC45_861.2_FE_S30_ 2 0.0000 0.91362 0.00 1.00 0.00 0.00
#> JC46_869.1.114_FE_S30_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC46_875.1_T_emperi_big_FE_S30_ 4 0.2830 0.76206 0.00 0.06 0.04 0.90
#> JC46_871.2.114_FE_S30_ 3 0.3172 0.58314 0.00 0.00 0.84 0.16
#> JC46_874.2_FE_S30_ 2 0.5570 -0.00421 0.00 0.54 0.44 0.02
#> JC46_882.1.116_FE_S30_ 3 0.3172 0.58574 0.00 0.00 0.84 0.16
#> JC46_886.2.117_FE_S30_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC46_909.1.121_FE_S30_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC46_910.1.121_FE_S30_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC46_911.1.121_FE_S30_ 2 0.5256 0.52452 0.00 0.70 0.26 0.04
#> JC46_909.2.121_FE_S30_ 1 0.0000 0.94008 1.00 0.00 0.00 0.00
#> JC46_914.2_FE_S30_ 1 0.0000 0.94008 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 sample(p-value) k
#> ATC:skmeans 64 0.791 2
#> ATC:skmeans 62 0.341 3
#> ATC:skmeans 58 0.462 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: Node0131-leaf , Node0132-leaf , Node0211 , Node0212 , Node0213-leaf , Node0221-leaf , Node0222 , Node0223-leaf .
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 'ConsensusPartition' object with k = 2, 3, 4.
#> On a matrix with 4239 rows and 142 columns.
#> Top rows (424) 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 0.982 0.991 0.455 0.549 0.549
#> 3 3 0.990 0.962 0.984 0.469 0.754 0.563
#> 4 4 0.931 0.896 0.954 0.085 0.897 0.710
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
#> JC21_51.1_FE_S25_ 1 0.000 0.988 1.00 0.00
#> JC21_51.2_FE_S25_ 1 0.000 0.988 1.00 0.00
#> JC21_60.2_FE_S25_ 2 0.000 0.997 0.00 1.00
#> JC21_76.1_FE_S25_ 1 0.000 0.988 1.00 0.00
#> JC21_76.2_FE_S25_ 2 0.000 0.997 0.00 1.00
#> JC26_100.2_W_S32_ 1 0.000 0.988 1.00 0.00
#> JC26_104.2_S32_ 2 0.000 0.997 0.00 1.00
#> JC26_111.2.4_S32_ 1 0.925 0.507 0.66 0.34
#> JC26_116.2.5_S32_ 1 0.000 0.988 1.00 0.00
#> JC26_121.1.6_S32_ 1 0.000 0.988 1.00 0.00
#> JC26_128.1.7_S32_ 2 0.000 0.997 0.00 1.00
#> JC26_130.1.7_S32_ 2 0.000 0.997 0.00 1.00
#> JC26_128.2.7_S32_ 1 0.000 0.988 1.00 0.00
#> JC26_143.1_W_S32_ 1 0.141 0.972 0.98 0.02
#> JC27_159.2_MA_S33_ 2 0.000 0.997 0.00 1.00
#> JC27_160.2_MA_S33_ 2 0.000 0.997 0.00 1.00
#> JC27_168.1_MA_S33_ 1 0.000 0.988 1.00 0.00
#> JC27_170.1_MA_S33_ 1 0.000 0.988 1.00 0.00
#> JC27_172.1_MA_S33_ 2 0.000 0.997 0.00 1.00
#> JC27_161.2_MA_S33_ 1 0.000 0.988 1.00 0.00
#> JC27_163.2_MA_S33_ 1 0.000 0.988 1.00 0.00
#> JC27_169.2_MA_S33_ 2 0.000 0.997 0.00 1.00
#> JC27_172.2_MA_S33_ 1 0.000 0.988 1.00 0.00
#> JC27_175.1_MA_S33_ 1 0.000 0.988 1.00 0.00
#> JC27_178.1_MA_S33_ 1 0.000 0.988 1.00 0.00
#> JC27_183.1_MA_S33_ 1 0.000 0.988 1.00 0.00
#> JC27_185.1_MA_S33_ 1 0.000 0.988 1.00 0.00
#> JC28_219.2_FE_S33_ 1 0.000 0.988 1.00 0.00
#> JC30_246.2_MA 2 0.000 0.997 0.00 1.00
#> JC32_298.1.37_ 2 0.000 0.997 0.00 1.00
#> JC32_330.2.43_ 2 0.000 0.997 0.00 1.00
#> JC32_340.3_T_ 1 0.000 0.988 1.00 0.00
#> JC35_455.2_T_MA_S45_ 2 0.000 0.997 0.00 1.00
#> JC35_469.1_T.52_MA_S45_ 2 0.000 0.997 0.00 1.00
#> JC36_486.3_T.56_MA_S46_ 1 0.000 0.988 1.00 0.00
#> JC36_488.3_..56_MA_S46_ 1 0.000 0.988 1.00 0.00
#> JC36_506.1.59_MA_S46_ 2 0.000 0.997 0.00 1.00
#> JC36_499.2_W_MA_S46_ 1 0.000 0.988 1.00 0.00
#> JC36_520.3_T_MA_S46_ 1 0.000 0.988 1.00 0.00
#> JC36_511.1_W.61_MA_S46_ 1 0.000 0.988 1.00 0.00
#> JC36_515.1_._big.62_MA_S46_ 2 0.000 0.997 0.00 1.00
#> JC36_520.2_T_MA_S46_ 2 0.000 0.997 0.00 1.00
#> JC36_521.1_MA_S46_ 1 0.000 0.988 1.00 0.00
#> JC36_530.1_._MA_S46_ 1 0.000 0.988 1.00 0.00
#> JC36_532.1_MA_S46_ 1 0.242 0.955 0.96 0.04
#> JC36_527.2_MA_S46_ 1 0.000 0.988 1.00 0.00
#> JC36_530.2_._MA_S46_ 2 0.000 0.997 0.00 1.00
#> JC36_532.2_MA_S46_ 1 0.000 0.988 1.00 0.00
#> JC37_553.1_._big_adi_MA_S46_ 2 0.000 0.997 0.00 1.00
#> JC37_555.1.66_MA_S46_ 1 0.000 0.988 1.00 0.00
#> JC37_548.2_MA_S46_ 1 0.000 0.988 1.00 0.00
#> JC37_550.2_MA_S46_ 2 0.000 0.997 0.00 1.00
#> JC37_555.2.66_MA_S46_ 1 0.000 0.988 1.00 0.00
#> JC37_560.1_MA_S46_ 1 0.000 0.988 1.00 0.00
#> JC37_564.1.67_MA_S46_ 1 0.000 0.988 1.00 0.00
#> JC37_568.1_MA_S46_ 1 0.327 0.936 0.94 0.06
#> JC37_560.2_MA_S46_ 1 0.000 0.988 1.00 0.00
#> JC37_570.2.68_MA_S46_ 1 0.000 0.988 1.00 0.00
#> JC37_576.2_T.69_MA_S46_ 2 0.000 0.997 0.00 1.00
#> JC39_594.1_..71_FE_S23_ 1 0.000 0.988 1.00 0.00
#> JC39_599.1_FE_S23_ 1 0.000 0.988 1.00 0.00
#> JC39_600.1_._FE_S23_ 1 0.242 0.955 0.96 0.04
#> JC39_603.1_T_FE_S23_ 1 0.000 0.988 1.00 0.00
#> JC39_602.2_FE_S23_ 1 0.000 0.988 1.00 0.00
#> JC39_604.2_FE_S23_ 2 0.000 0.997 0.00 1.00
#> JC39_608.1_._FE_S23_ 1 0.000 0.988 1.00 0.00
#> JC39_605.2_FE_S23_ 1 0.242 0.955 0.96 0.04
#> JC39_617.1_FE_S23_ 2 0.242 0.959 0.04 0.96
#> JC39_627.1_FE_S23_ 1 0.000 0.988 1.00 0.00
#> JC39_626.2_T_FE_S23_ 1 0.000 0.988 1.00 0.00
#> JC39_627.2_FE_S23_ 1 0.000 0.988 1.00 0.00
#> JC40_632.2.75_FE_S23_ 2 0.000 0.997 0.00 1.00
#> JC40_633.2.75_FE_S23_ 2 0.000 0.997 0.00 1.00
#> JC40_642.2_FE_S23_ 2 0.000 0.997 0.00 1.00
#> JC40_664.1.80_FE_S23_ 2 0.000 0.997 0.00 1.00
#> JC40_662.2_FE_S23_ 1 0.722 0.764 0.80 0.20
#> JC41_677.1.83_FE_S52_ 1 0.000 0.988 1.00 0.00
#> JC41_678.1_..83_FE_S52_ 1 0.000 0.988 1.00 0.00
#> JC41_678.3.83_FE_S52_ 1 0.000 0.988 1.00 0.00
#> JC41_680.1_FE_S52_ 1 0.402 0.916 0.92 0.08
#> JC41_681.1.84_FE_S52_ 1 0.000 0.988 1.00 0.00
#> JC41_688.3_._FE_S52_ 1 0.584 0.846 0.86 0.14
#> JC41_677.2.83_FE_S52_ 1 0.000 0.988 1.00 0.00
#> JC41_682.2.84_FE_S52_ 1 0.000 0.988 1.00 0.00
#> JC41_700.3_T.88_FE_S52_ 1 0.000 0.988 1.00 0.00
#> JC41_694.2_FE_S52_ 1 0.000 0.988 1.00 0.00
#> JC41_696.2_div.87_FE_S52_ 2 0.000 0.997 0.00 1.00
#> JC41_697.2_._FE_S52_ 2 0.000 0.997 0.00 1.00
#> JC41_697.3_._FE_S52_ 1 0.000 0.988 1.00 0.00
#> JC41_709.1.90_FE_S52_ 2 0.000 0.997 0.00 1.00
#> JC41_704.2_FE_S52_ 2 0.000 0.997 0.00 1.00
#> JC41_716.1_FE_S52_ 1 0.000 0.988 1.00 0.00
#> JC41_717.1_FE_S52_ 2 0.000 0.997 0.00 1.00
#> JC41_718.1.91_FE_S52_ 1 0.000 0.988 1.00 0.00
#> JC41_719.3_..91_FE_S52_ 2 0.000 0.997 0.00 1.00
#> JC41_722.1_T.91_FE_S52_ 1 0.000 0.988 1.00 0.00
#> JC41_717.2_FE_S52_ 1 0.000 0.988 1.00 0.00
#> JC41_718.2.91_FE_S52_ 1 0.141 0.972 0.98 0.02
#> JC41_722.2_T.91_FE_S52_ 1 0.000 0.988 1.00 0.00
#> JC43_733.1_big_adipo.93_FE_S27_ 2 0.000 0.997 0.00 1.00
#> JC43_734.1_T.94_FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC43_727.2_T.92_FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC43_740.3.95_FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC43_745.1_big.95_FE_S27_ 2 0.000 0.997 0.00 1.00
#> JC43_747.1_..95_FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC43_737.2.95_FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC43_740.2_..95_FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC43_747.2.95_FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC43_769.2_FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC44_773.1_W.99_FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC44_774.1.99_FE_S27_ 2 0.000 0.997 0.00 1.00
#> JC44_778.3_FE_S27_ 2 0.327 0.937 0.06 0.94
#> JC44_787.1_T_FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC44_793.1_._FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC44_792.2_FE_S27_ 1 0.242 0.955 0.96 0.04
#> JC44_793.2_FE_S27_ 1 0.402 0.917 0.92 0.08
#> JC44_795.3_FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC44_806.1_FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC44_800.2_FE_S27_ 2 0.000 0.997 0.00 1.00
#> JC44_804.2_T_FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC44_806.2_FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC44_808.2.103_FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC44_819.1_big_FE_S27_ 2 0.000 0.997 0.00 1.00
#> JC44_817.2_FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC44_818.2_FE_S27_ 1 0.000 0.988 1.00 0.00
#> JC44_819.2_FE_S27_ 2 0.000 0.997 0.00 1.00
#> JC45_822.2.106_FE_S30_ 1 0.000 0.988 1.00 0.00
#> JC45_842.1_FE_S30_ 1 0.000 0.988 1.00 0.00
#> JC45_836.2.109_FE_S30_ 1 0.000 0.988 1.00 0.00
#> JC45_856.3_FE_S30_ 2 0.000 0.997 0.00 1.00
#> JC45_860.1_FE_S30_ 2 0.000 0.997 0.00 1.00
#> JC45_863.1_FE_S30_ 1 0.000 0.988 1.00 0.00
#> JC45_860.2_FE_S30_ 1 0.000 0.988 1.00 0.00
#> JC45_863.2_FE_S30_ 1 0.000 0.988 1.00 0.00
#> JC45_867.2_..113_FE_S30_ 2 0.000 0.997 0.00 1.00
#> JC46_877.1_T_FE_S30_ 2 0.242 0.959 0.04 0.96
#> JC46_878.1_._big.115_FE_S30_ 2 0.000 0.997 0.00 1.00
#> JC46_885.1_FE_S30_ 2 0.000 0.997 0.00 1.00
#> JC46_887.2.117_FE_S30_ 1 0.000 0.988 1.00 0.00
#> JC46_899.1_FE_S30_ 2 0.000 0.997 0.00 1.00
#> JC46_904.2.120_FE_S30_ 1 0.000 0.988 1.00 0.00
#> JC48P7_1020_HSC_FE_S8_ 2 0.000 0.997 0.00 1.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> JC21_51.1_FE_S25_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC21_51.2_FE_S25_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC21_60.2_FE_S25_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC21_76.1_FE_S25_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC21_76.2_FE_S25_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC26_100.2_W_S32_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC26_104.2_S32_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC26_111.2.4_S32_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC26_116.2.5_S32_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC26_121.1.6_S32_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC26_128.1.7_S32_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC26_130.1.7_S32_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC26_128.2.7_S32_ 3 0.0892 0.964 0.02 0.00 0.98
#> JC26_143.1_W_S32_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC27_159.2_MA_S33_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC27_160.2_MA_S33_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC27_168.1_MA_S33_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC27_170.1_MA_S33_ 1 0.5835 0.491 0.66 0.00 0.34
#> JC27_172.1_MA_S33_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC27_161.2_MA_S33_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC27_163.2_MA_S33_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC27_169.2_MA_S33_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC27_172.2_MA_S33_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC27_175.1_MA_S33_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC27_178.1_MA_S33_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC27_183.1_MA_S33_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC27_185.1_MA_S33_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC28_219.2_FE_S33_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC30_246.2_MA 2 0.0000 0.996 0.00 1.00 0.00
#> JC32_298.1.37_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC32_330.2.43_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC32_340.3_T_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC35_455.2_T_MA_S45_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC35_469.1_T.52_MA_S45_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC36_486.3_T.56_MA_S46_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC36_488.3_..56_MA_S46_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC36_506.1.59_MA_S46_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC36_499.2_W_MA_S46_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC36_520.3_T_MA_S46_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC36_511.1_W.61_MA_S46_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC36_515.1_._big.62_MA_S46_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC36_520.2_T_MA_S46_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC36_521.1_MA_S46_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC36_530.1_._MA_S46_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC36_532.1_MA_S46_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC36_527.2_MA_S46_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC36_530.2_._MA_S46_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC36_532.2_MA_S46_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC37_553.1_._big_adi_MA_S46_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC37_555.1.66_MA_S46_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC37_548.2_MA_S46_ 1 0.2959 0.880 0.90 0.00 0.10
#> JC37_550.2_MA_S46_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC37_555.2.66_MA_S46_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC37_560.1_MA_S46_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC37_564.1.67_MA_S46_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC37_568.1_MA_S46_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC37_560.2_MA_S46_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC37_570.2.68_MA_S46_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC37_576.2_T.69_MA_S46_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC39_594.1_..71_FE_S23_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC39_599.1_FE_S23_ 1 0.5560 0.584 0.70 0.00 0.30
#> JC39_600.1_._FE_S23_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC39_603.1_T_FE_S23_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC39_602.2_FE_S23_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC39_604.2_FE_S23_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC39_608.1_._FE_S23_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC39_605.2_FE_S23_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC39_617.1_FE_S23_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC39_627.1_FE_S23_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC39_626.2_T_FE_S23_ 3 0.5948 0.424 0.36 0.00 0.64
#> JC39_627.2_FE_S23_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC40_632.2.75_FE_S23_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC40_633.2.75_FE_S23_ 2 0.2959 0.887 0.10 0.90 0.00
#> JC40_642.2_FE_S23_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC40_664.1.80_FE_S23_ 2 0.2537 0.912 0.00 0.92 0.08
#> JC40_662.2_FE_S23_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC41_677.1.83_FE_S52_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC41_678.1_..83_FE_S52_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC41_678.3.83_FE_S52_ 3 0.0892 0.964 0.02 0.00 0.98
#> JC41_680.1_FE_S52_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC41_681.1.84_FE_S52_ 1 0.5706 0.543 0.68 0.00 0.32
#> JC41_688.3_._FE_S52_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC41_677.2.83_FE_S52_ 1 0.3686 0.835 0.86 0.00 0.14
#> JC41_682.2.84_FE_S52_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC41_700.3_T.88_FE_S52_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC41_694.2_FE_S52_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC41_696.2_div.87_FE_S52_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC41_697.2_._FE_S52_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC41_697.3_._FE_S52_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC41_709.1.90_FE_S52_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC41_704.2_FE_S52_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC41_716.1_FE_S52_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC41_717.1_FE_S52_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC41_718.1.91_FE_S52_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC41_719.3_..91_FE_S52_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC41_722.1_T.91_FE_S52_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC41_717.2_FE_S52_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC41_718.2.91_FE_S52_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC41_722.2_T.91_FE_S52_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC43_733.1_big_adipo.93_FE_S27_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC43_734.1_T.94_FE_S27_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC43_727.2_T.92_FE_S27_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC43_740.3.95_FE_S27_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC43_745.1_big.95_FE_S27_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC43_747.1_..95_FE_S27_ 1 0.4002 0.808 0.84 0.00 0.16
#> JC43_737.2.95_FE_S27_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC43_740.2_..95_FE_S27_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC43_747.2.95_FE_S27_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC43_769.2_FE_S27_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC44_773.1_W.99_FE_S27_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC44_774.1.99_FE_S27_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC44_778.3_FE_S27_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC44_787.1_T_FE_S27_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC44_793.1_._FE_S27_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC44_792.2_FE_S27_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC44_793.2_FE_S27_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC44_795.3_FE_S27_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC44_806.1_FE_S27_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC44_800.2_FE_S27_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC44_804.2_T_FE_S27_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC44_806.2_FE_S27_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC44_808.2.103_FE_S27_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC44_819.1_big_FE_S27_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC44_817.2_FE_S27_ 3 0.5706 0.522 0.32 0.00 0.68
#> JC44_818.2_FE_S27_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC44_819.2_FE_S27_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC45_822.2.106_FE_S30_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC45_842.1_FE_S30_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC45_836.2.109_FE_S30_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC45_856.3_FE_S30_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC45_860.1_FE_S30_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC45_863.1_FE_S30_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC45_860.2_FE_S30_ 3 0.0000 0.982 0.00 0.00 1.00
#> JC45_863.2_FE_S30_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC45_867.2_..113_FE_S30_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC46_877.1_T_FE_S30_ 1 0.0892 0.955 0.98 0.02 0.00
#> JC46_878.1_._big.115_FE_S30_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC46_885.1_FE_S30_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC46_887.2.117_FE_S30_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC46_899.1_FE_S30_ 2 0.0000 0.996 0.00 1.00 0.00
#> JC46_904.2.120_FE_S30_ 1 0.0000 0.973 1.00 0.00 0.00
#> JC48P7_1020_HSC_FE_S8_ 2 0.0000 0.996 0.00 1.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> JC21_51.1_FE_S25_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC21_51.2_FE_S25_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC21_60.2_FE_S25_ 2 0.1211 0.9265 0.00 0.96 0.00 0.04
#> JC21_76.1_FE_S25_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC21_76.2_FE_S25_ 2 0.0000 0.9080 0.00 1.00 0.00 0.00
#> JC26_100.2_W_S32_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC26_104.2_S32_ 2 0.3975 0.7207 0.00 0.76 0.00 0.24
#> JC26_111.2.4_S32_ 3 0.2011 0.8857 0.00 0.00 0.92 0.08
#> JC26_116.2.5_S32_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC26_121.1.6_S32_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC26_128.1.7_S32_ 4 0.0000 0.9592 0.00 0.00 0.00 1.00
#> JC26_130.1.7_S32_ 4 0.0000 0.9592 0.00 0.00 0.00 1.00
#> JC26_128.2.7_S32_ 3 0.3611 0.8281 0.06 0.00 0.86 0.08
#> JC26_143.1_W_S32_ 2 0.2921 0.7583 0.14 0.86 0.00 0.00
#> JC27_159.2_MA_S33_ 2 0.0000 0.9080 0.00 1.00 0.00 0.00
#> JC27_160.2_MA_S33_ 2 0.1211 0.9265 0.00 0.96 0.00 0.04
#> JC27_168.1_MA_S33_ 3 0.1211 0.9276 0.00 0.04 0.96 0.00
#> JC27_170.1_MA_S33_ 1 0.3975 0.6759 0.76 0.00 0.24 0.00
#> JC27_172.1_MA_S33_ 2 0.1211 0.9265 0.00 0.96 0.00 0.04
#> JC27_161.2_MA_S33_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC27_163.2_MA_S33_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC27_169.2_MA_S33_ 2 0.2921 0.8556 0.00 0.86 0.00 0.14
#> JC27_172.2_MA_S33_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC27_175.1_MA_S33_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC27_178.1_MA_S33_ 2 0.1211 0.8780 0.04 0.96 0.00 0.00
#> JC27_183.1_MA_S33_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC27_185.1_MA_S33_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC28_219.2_FE_S33_ 3 0.1637 0.9119 0.00 0.06 0.94 0.00
#> JC30_246.2_MA 2 0.1211 0.9265 0.00 0.96 0.00 0.04
#> JC32_298.1.37_ 2 0.1211 0.9265 0.00 0.96 0.00 0.04
#> JC32_330.2.43_ 2 0.0000 0.9080 0.00 1.00 0.00 0.00
#> JC32_340.3_T_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC35_455.2_T_MA_S45_ 2 0.1211 0.9265 0.00 0.96 0.00 0.04
#> JC35_469.1_T.52_MA_S45_ 2 0.0707 0.9186 0.00 0.98 0.00 0.02
#> JC36_486.3_T.56_MA_S46_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC36_488.3_..56_MA_S46_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC36_506.1.59_MA_S46_ 4 0.0000 0.9592 0.00 0.00 0.00 1.00
#> JC36_499.2_W_MA_S46_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC36_520.3_T_MA_S46_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC36_511.1_W.61_MA_S46_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC36_515.1_._big.62_MA_S46_ 4 0.0000 0.9592 0.00 0.00 0.00 1.00
#> JC36_520.2_T_MA_S46_ 2 0.1637 0.9183 0.00 0.94 0.00 0.06
#> JC36_521.1_MA_S46_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC36_530.1_._MA_S46_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC36_532.1_MA_S46_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC36_527.2_MA_S46_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC36_530.2_._MA_S46_ 2 0.2011 0.9066 0.00 0.92 0.00 0.08
#> JC36_532.2_MA_S46_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC37_553.1_._big_adi_MA_S46_ 2 0.4522 0.5880 0.00 0.68 0.00 0.32
#> JC37_555.1.66_MA_S46_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC37_548.2_MA_S46_ 1 0.2345 0.8608 0.90 0.00 0.10 0.00
#> JC37_550.2_MA_S46_ 2 0.2011 0.9066 0.00 0.92 0.00 0.08
#> JC37_555.2.66_MA_S46_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC37_560.1_MA_S46_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC37_564.1.67_MA_S46_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC37_568.1_MA_S46_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC37_560.2_MA_S46_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC37_570.2.68_MA_S46_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC37_576.2_T.69_MA_S46_ 2 0.1211 0.9265 0.00 0.96 0.00 0.04
#> JC39_594.1_..71_FE_S23_ 1 0.1211 0.9326 0.96 0.04 0.00 0.00
#> JC39_599.1_FE_S23_ 3 0.5987 0.1277 0.44 0.04 0.52 0.00
#> JC39_600.1_._FE_S23_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC39_603.1_T_FE_S23_ 3 0.0707 0.9434 0.00 0.02 0.98 0.00
#> JC39_602.2_FE_S23_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC39_604.2_FE_S23_ 4 0.0000 0.9592 0.00 0.00 0.00 1.00
#> JC39_608.1_._FE_S23_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC39_605.2_FE_S23_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC39_617.1_FE_S23_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC39_627.1_FE_S23_ 2 0.4855 0.2783 0.40 0.60 0.00 0.00
#> JC39_626.2_T_FE_S23_ 3 0.4755 0.6874 0.20 0.04 0.76 0.00
#> JC39_627.2_FE_S23_ 1 0.1211 0.9326 0.96 0.04 0.00 0.00
#> JC40_632.2.75_FE_S23_ 2 0.0000 0.9080 0.00 1.00 0.00 0.00
#> JC40_633.2.75_FE_S23_ 2 0.0000 0.9080 0.00 1.00 0.00 0.00
#> JC40_642.2_FE_S23_ 2 0.1211 0.9265 0.00 0.96 0.00 0.04
#> JC40_664.1.80_FE_S23_ 4 0.0707 0.9399 0.00 0.00 0.02 0.98
#> JC40_662.2_FE_S23_ 3 0.0707 0.9413 0.00 0.02 0.98 0.00
#> JC41_677.1.83_FE_S52_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC41_678.1_..83_FE_S52_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC41_678.3.83_FE_S52_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC41_680.1_FE_S52_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC41_681.1.84_FE_S52_ 3 0.5957 0.1998 0.42 0.04 0.54 0.00
#> JC41_688.3_._FE_S52_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC41_677.2.83_FE_S52_ 1 0.5106 0.6524 0.72 0.04 0.24 0.00
#> JC41_682.2.84_FE_S52_ 1 0.4624 0.5122 0.66 0.34 0.00 0.00
#> JC41_700.3_T.88_FE_S52_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC41_694.2_FE_S52_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC41_696.2_div.87_FE_S52_ 2 0.1211 0.9265 0.00 0.96 0.00 0.04
#> JC41_697.2_._FE_S52_ 2 0.1211 0.9265 0.00 0.96 0.00 0.04
#> JC41_697.3_._FE_S52_ 1 0.1211 0.9326 0.96 0.04 0.00 0.00
#> JC41_709.1.90_FE_S52_ 2 0.1637 0.9183 0.00 0.94 0.00 0.06
#> JC41_704.2_FE_S52_ 2 0.3975 0.7207 0.00 0.76 0.00 0.24
#> JC41_716.1_FE_S52_ 1 0.1211 0.9326 0.96 0.04 0.00 0.00
#> JC41_717.1_FE_S52_ 2 0.1211 0.9265 0.00 0.96 0.00 0.04
#> JC41_718.1.91_FE_S52_ 1 0.1211 0.9326 0.96 0.04 0.00 0.00
#> JC41_719.3_..91_FE_S52_ 2 0.1211 0.9265 0.00 0.96 0.00 0.04
#> JC41_722.1_T.91_FE_S52_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC41_717.2_FE_S52_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC41_718.2.91_FE_S52_ 3 0.0707 0.9434 0.00 0.02 0.98 0.00
#> JC41_722.2_T.91_FE_S52_ 1 0.1211 0.9326 0.96 0.04 0.00 0.00
#> JC43_733.1_big_adipo.93_FE_S27_ 4 0.0000 0.9592 0.00 0.00 0.00 1.00
#> JC43_734.1_T.94_FE_S27_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC43_727.2_T.92_FE_S27_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC43_740.3.95_FE_S27_ 1 0.1637 0.9173 0.94 0.06 0.00 0.00
#> JC43_745.1_big.95_FE_S27_ 4 0.0000 0.9592 0.00 0.00 0.00 1.00
#> JC43_747.1_..95_FE_S27_ 1 0.3610 0.7427 0.80 0.00 0.20 0.00
#> JC43_737.2.95_FE_S27_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC43_740.2_..95_FE_S27_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC43_747.2.95_FE_S27_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC43_769.2_FE_S27_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC44_773.1_W.99_FE_S27_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC44_774.1.99_FE_S27_ 2 0.1211 0.9265 0.00 0.96 0.00 0.04
#> JC44_778.3_FE_S27_ 4 0.1637 0.8926 0.00 0.00 0.06 0.94
#> JC44_787.1_T_FE_S27_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC44_793.1_._FE_S27_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC44_792.2_FE_S27_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC44_793.2_FE_S27_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC44_795.3_FE_S27_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC44_806.1_FE_S27_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC44_800.2_FE_S27_ 4 0.0000 0.9592 0.00 0.00 0.00 1.00
#> JC44_804.2_T_FE_S27_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC44_806.2_FE_S27_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC44_808.2.103_FE_S27_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC44_819.1_big_FE_S27_ 4 0.0000 0.9592 0.00 0.00 0.00 1.00
#> JC44_817.2_FE_S27_ 1 0.4994 0.0621 0.52 0.00 0.48 0.00
#> JC44_818.2_FE_S27_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC44_819.2_FE_S27_ 2 0.2647 0.8748 0.00 0.88 0.00 0.12
#> JC45_822.2.106_FE_S30_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC45_842.1_FE_S30_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC45_836.2.109_FE_S30_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC45_856.3_FE_S30_ 4 0.0000 0.9592 0.00 0.00 0.00 1.00
#> JC45_860.1_FE_S30_ 4 0.0000 0.9592 0.00 0.00 0.00 1.00
#> JC45_863.1_FE_S30_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC45_860.2_FE_S30_ 3 0.0000 0.9574 0.00 0.00 1.00 0.00
#> JC45_863.2_FE_S30_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC45_867.2_..113_FE_S30_ 4 0.0000 0.9592 0.00 0.00 0.00 1.00
#> JC46_877.1_T_FE_S30_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC46_878.1_._big.115_FE_S30_ 4 0.0000 0.9592 0.00 0.00 0.00 1.00
#> JC46_885.1_FE_S30_ 4 0.5000 -0.1361 0.00 0.50 0.00 0.50
#> JC46_887.2.117_FE_S30_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC46_899.1_FE_S30_ 4 0.0000 0.9592 0.00 0.00 0.00 1.00
#> JC46_904.2.120_FE_S30_ 1 0.0000 0.9561 1.00 0.00 0.00 0.00
#> JC48P7_1020_HSC_FE_S8_ 2 0.1211 0.9265 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 sample(p-value) k
#> ATC:skmeans 142 0.172 2
#> ATC:skmeans 140 0.707 3
#> ATC:skmeans 137 0.167 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: Node02111-leaf , Node02112-leaf , Node02121-leaf , Node02122-leaf , Node02221-leaf , Node02222-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 3123 rows and 45 columns.
#> Top rows (312) 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 0.953 0.981 0.450 0.562 0.562
#> 3 3 0.784 0.894 0.939 0.297 0.808 0.672
#> 4 4 0.805 0.865 0.928 0.187 0.896 0.752
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
#> JC21_60.2_FE_S25_ 1 0.000 0.9742 1.00 0.00
#> JC21_76.2_FE_S25_ 1 0.000 0.9742 1.00 0.00
#> JC26_104.2_S32_ 1 0.000 0.9742 1.00 0.00
#> JC26_128.1.7_S32_ 2 0.242 0.9583 0.04 0.96
#> JC26_130.1.7_S32_ 2 0.141 0.9796 0.02 0.98
#> JC27_159.2_MA_S33_ 1 0.000 0.9742 1.00 0.00
#> JC27_160.2_MA_S33_ 1 0.000 0.9742 1.00 0.00
#> JC27_172.1_MA_S33_ 1 0.000 0.9742 1.00 0.00
#> JC27_169.2_MA_S33_ 1 0.141 0.9586 0.98 0.02
#> JC30_246.2_MA 1 0.000 0.9742 1.00 0.00
#> JC32_298.1.37_ 1 0.000 0.9742 1.00 0.00
#> JC32_330.2.43_ 1 0.000 0.9742 1.00 0.00
#> JC35_455.2_T_MA_S45_ 1 0.000 0.9742 1.00 0.00
#> JC35_469.1_T.52_MA_S45_ 1 0.000 0.9742 1.00 0.00
#> JC36_506.1.59_MA_S46_ 2 0.000 0.9935 0.00 1.00
#> JC36_515.1_._big.62_MA_S46_ 2 0.000 0.9935 0.00 1.00
#> JC36_520.2_T_MA_S46_ 1 0.000 0.9742 1.00 0.00
#> JC36_530.2_._MA_S46_ 1 0.000 0.9742 1.00 0.00
#> JC37_553.1_._big_adi_MA_S46_ 1 0.999 0.0902 0.52 0.48
#> JC37_550.2_MA_S46_ 1 0.000 0.9742 1.00 0.00
#> JC37_576.2_T.69_MA_S46_ 1 0.000 0.9742 1.00 0.00
#> JC39_604.2_FE_S23_ 2 0.000 0.9935 0.00 1.00
#> JC40_632.2.75_FE_S23_ 1 0.000 0.9742 1.00 0.00
#> JC40_633.2.75_FE_S23_ 1 0.000 0.9742 1.00 0.00
#> JC40_642.2_FE_S23_ 1 0.000 0.9742 1.00 0.00
#> JC40_664.1.80_FE_S23_ 1 0.402 0.8998 0.92 0.08
#> JC41_696.2_div.87_FE_S52_ 1 0.000 0.9742 1.00 0.00
#> JC41_697.2_._FE_S52_ 1 0.000 0.9742 1.00 0.00
#> JC41_709.1.90_FE_S52_ 1 0.000 0.9742 1.00 0.00
#> JC41_704.2_FE_S52_ 1 0.000 0.9742 1.00 0.00
#> JC41_717.1_FE_S52_ 1 0.000 0.9742 1.00 0.00
#> JC41_719.3_..91_FE_S52_ 1 0.000 0.9742 1.00 0.00
#> JC43_733.1_big_adipo.93_FE_S27_ 2 0.000 0.9935 0.00 1.00
#> JC43_745.1_big.95_FE_S27_ 2 0.000 0.9935 0.00 1.00
#> JC44_774.1.99_FE_S27_ 1 0.000 0.9742 1.00 0.00
#> JC44_800.2_FE_S27_ 2 0.000 0.9935 0.00 1.00
#> JC44_819.1_big_FE_S27_ 2 0.000 0.9935 0.00 1.00
#> JC44_819.2_FE_S27_ 1 0.141 0.9586 0.98 0.02
#> JC45_856.3_FE_S30_ 2 0.141 0.9796 0.02 0.98
#> JC45_860.1_FE_S30_ 2 0.000 0.9935 0.00 1.00
#> JC45_867.2_..113_FE_S30_ 2 0.000 0.9935 0.00 1.00
#> JC46_878.1_._big.115_FE_S30_ 2 0.000 0.9935 0.00 1.00
#> JC46_885.1_FE_S30_ 1 0.634 0.8033 0.84 0.16
#> JC46_899.1_FE_S30_ 2 0.000 0.9935 0.00 1.00
#> JC48P7_1020_HSC_FE_S8_ 1 0.000 0.9742 1.00 0.00
cbind(get_classes(res, k = 3), get_membership(res, k = 3))
#> class entropy silhouette p1 p2 p3
#> JC21_60.2_FE_S25_ 1 0.0000 0.965 1.00 0.00 0.00
#> JC21_76.2_FE_S25_ 1 0.0000 0.965 1.00 0.00 0.00
#> JC26_104.2_S32_ 3 0.4291 0.839 0.18 0.00 0.82
#> JC26_128.1.7_S32_ 3 0.2947 0.843 0.02 0.06 0.92
#> JC26_130.1.7_S32_ 3 0.2066 0.826 0.00 0.06 0.94
#> JC27_159.2_MA_S33_ 1 0.0000 0.965 1.00 0.00 0.00
#> JC27_160.2_MA_S33_ 1 0.0892 0.955 0.98 0.00 0.02
#> JC27_172.1_MA_S33_ 1 0.0892 0.955 0.98 0.00 0.02
#> JC27_169.2_MA_S33_ 1 0.5667 0.791 0.80 0.14 0.06
#> JC30_246.2_MA 1 0.0000 0.965 1.00 0.00 0.00
#> JC32_298.1.37_ 1 0.0000 0.965 1.00 0.00 0.00
#> JC32_330.2.43_ 1 0.0000 0.965 1.00 0.00 0.00
#> JC35_455.2_T_MA_S45_ 1 0.0000 0.965 1.00 0.00 0.00
#> JC35_469.1_T.52_MA_S45_ 1 0.0000 0.965 1.00 0.00 0.00
#> JC36_506.1.59_MA_S46_ 2 0.3340 0.878 0.00 0.88 0.12
#> JC36_515.1_._big.62_MA_S46_ 2 0.3340 0.878 0.00 0.88 0.12
#> JC36_520.2_T_MA_S46_ 1 0.0892 0.955 0.98 0.00 0.02
#> JC36_530.2_._MA_S46_ 1 0.4551 0.826 0.84 0.02 0.14
#> JC37_553.1_._big_adi_MA_S46_ 2 0.7760 0.273 0.36 0.58 0.06
#> JC37_550.2_MA_S46_ 1 0.4966 0.837 0.84 0.10 0.06
#> JC37_576.2_T.69_MA_S46_ 1 0.0000 0.965 1.00 0.00 0.00
#> JC39_604.2_FE_S23_ 2 0.0000 0.872 0.00 1.00 0.00
#> JC40_632.2.75_FE_S23_ 1 0.0000 0.965 1.00 0.00 0.00
#> JC40_633.2.75_FE_S23_ 1 0.0000 0.965 1.00 0.00 0.00
#> JC40_642.2_FE_S23_ 1 0.0000 0.965 1.00 0.00 0.00
#> JC40_664.1.80_FE_S23_ 3 0.2537 0.871 0.08 0.00 0.92
#> JC41_696.2_div.87_FE_S52_ 1 0.0000 0.965 1.00 0.00 0.00
#> JC41_697.2_._FE_S52_ 1 0.0000 0.965 1.00 0.00 0.00
#> JC41_709.1.90_FE_S52_ 1 0.1529 0.944 0.96 0.00 0.04
#> JC41_704.2_FE_S52_ 3 0.4291 0.839 0.18 0.00 0.82
#> JC41_717.1_FE_S52_ 1 0.0892 0.955 0.98 0.00 0.02
#> JC41_719.3_..91_FE_S52_ 1 0.0000 0.965 1.00 0.00 0.00
#> JC43_733.1_big_adipo.93_FE_S27_ 2 0.3340 0.878 0.00 0.88 0.12
#> JC43_745.1_big.95_FE_S27_ 2 0.0000 0.872 0.00 1.00 0.00
#> JC44_774.1.99_FE_S27_ 1 0.0000 0.965 1.00 0.00 0.00
#> JC44_800.2_FE_S27_ 2 0.3340 0.878 0.00 0.88 0.12
#> JC44_819.1_big_FE_S27_ 2 0.3340 0.878 0.00 0.88 0.12
#> JC44_819.2_FE_S27_ 1 0.5667 0.791 0.80 0.14 0.06
#> JC45_856.3_FE_S30_ 3 0.2066 0.826 0.00 0.06 0.94
#> JC45_860.1_FE_S30_ 2 0.3340 0.878 0.00 0.88 0.12
#> JC45_867.2_..113_FE_S30_ 2 0.0000 0.872 0.00 1.00 0.00
#> JC46_878.1_._big.115_FE_S30_ 2 0.0000 0.872 0.00 1.00 0.00
#> JC46_885.1_FE_S30_ 3 0.4209 0.862 0.12 0.02 0.86
#> JC46_899.1_FE_S30_ 2 0.0000 0.872 0.00 1.00 0.00
#> JC48P7_1020_HSC_FE_S8_ 1 0.0000 0.965 1.00 0.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> JC21_60.2_FE_S25_ 1 0.0000 0.926 1.00 0.00 0.00 0.00
#> JC21_76.2_FE_S25_ 1 0.0707 0.924 0.98 0.00 0.00 0.02
#> JC26_104.2_S32_ 3 0.0707 0.881 0.02 0.00 0.98 0.00
#> JC26_128.1.7_S32_ 3 0.4227 0.742 0.00 0.06 0.82 0.12
#> JC26_130.1.7_S32_ 3 0.0707 0.874 0.00 0.02 0.98 0.00
#> JC27_159.2_MA_S33_ 1 0.0707 0.924 0.98 0.00 0.00 0.02
#> JC27_160.2_MA_S33_ 1 0.3801 0.734 0.78 0.00 0.00 0.22
#> JC27_172.1_MA_S33_ 1 0.1211 0.915 0.96 0.00 0.00 0.04
#> JC27_169.2_MA_S33_ 4 0.0707 0.900 0.02 0.00 0.00 0.98
#> JC30_246.2_MA 1 0.0000 0.926 1.00 0.00 0.00 0.00
#> JC32_298.1.37_ 1 0.0000 0.926 1.00 0.00 0.00 0.00
#> JC32_330.2.43_ 1 0.0707 0.922 0.98 0.00 0.00 0.02
#> JC35_455.2_T_MA_S45_ 1 0.0000 0.926 1.00 0.00 0.00 0.00
#> JC35_469.1_T.52_MA_S45_ 1 0.0707 0.919 0.98 0.00 0.02 0.00
#> JC36_506.1.59_MA_S46_ 2 0.0000 0.923 0.00 1.00 0.00 0.00
#> JC36_515.1_._big.62_MA_S46_ 2 0.0000 0.923 0.00 1.00 0.00 0.00
#> JC36_520.2_T_MA_S46_ 1 0.4522 0.559 0.68 0.00 0.00 0.32
#> JC36_530.2_._MA_S46_ 1 0.6449 0.511 0.64 0.00 0.14 0.22
#> JC37_553.1_._big_adi_MA_S46_ 4 0.0707 0.860 0.00 0.00 0.02 0.98
#> JC37_550.2_MA_S46_ 4 0.1211 0.891 0.04 0.00 0.00 0.96
#> JC37_576.2_T.69_MA_S46_ 1 0.2345 0.869 0.90 0.00 0.00 0.10
#> JC39_604.2_FE_S23_ 2 0.3335 0.898 0.00 0.86 0.02 0.12
#> JC40_632.2.75_FE_S23_ 1 0.0000 0.926 1.00 0.00 0.00 0.00
#> JC40_633.2.75_FE_S23_ 1 0.0707 0.924 0.98 0.00 0.00 0.02
#> JC40_642.2_FE_S23_ 1 0.1211 0.917 0.96 0.00 0.00 0.04
#> JC40_664.1.80_FE_S23_ 3 0.0707 0.881 0.02 0.00 0.98 0.00
#> JC41_696.2_div.87_FE_S52_ 1 0.0000 0.926 1.00 0.00 0.00 0.00
#> JC41_697.2_._FE_S52_ 1 0.0000 0.926 1.00 0.00 0.00 0.00
#> JC41_709.1.90_FE_S52_ 4 0.3610 0.690 0.20 0.00 0.00 0.80
#> JC41_704.2_FE_S52_ 3 0.0707 0.881 0.02 0.00 0.98 0.00
#> JC41_717.1_FE_S52_ 1 0.1211 0.917 0.96 0.00 0.00 0.04
#> JC41_719.3_..91_FE_S52_ 1 0.0000 0.926 1.00 0.00 0.00 0.00
#> JC43_733.1_big_adipo.93_FE_S27_ 2 0.0000 0.923 0.00 1.00 0.00 0.00
#> JC43_745.1_big.95_FE_S27_ 2 0.3853 0.879 0.00 0.82 0.02 0.16
#> JC44_774.1.99_FE_S27_ 1 0.3037 0.842 0.88 0.00 0.10 0.02
#> JC44_800.2_FE_S27_ 2 0.0000 0.923 0.00 1.00 0.00 0.00
#> JC44_819.1_big_FE_S27_ 2 0.0000 0.923 0.00 1.00 0.00 0.00
#> JC44_819.2_FE_S27_ 4 0.0707 0.900 0.02 0.00 0.00 0.98
#> JC45_856.3_FE_S30_ 3 0.0707 0.874 0.00 0.02 0.98 0.00
#> JC45_860.1_FE_S30_ 2 0.0000 0.923 0.00 1.00 0.00 0.00
#> JC45_867.2_..113_FE_S30_ 2 0.3853 0.879 0.00 0.82 0.02 0.16
#> JC46_878.1_._big.115_FE_S30_ 2 0.3037 0.905 0.00 0.88 0.02 0.10
#> JC46_885.1_FE_S30_ 3 0.7232 0.420 0.24 0.02 0.60 0.14
#> JC46_899.1_FE_S30_ 2 0.3853 0.879 0.00 0.82 0.02 0.16
#> JC48P7_1020_HSC_FE_S8_ 1 0.2647 0.850 0.88 0.00 0.00 0.12
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 sample(p-value) k
#> ATC:skmeans 44 0.0179 2
#> ATC:skmeans 44 0.0116 3
#> ATC:skmeans 44 0.0152 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-leaf , Node013 , Node014-leaf , Node021 , Node022 , Node023-leaf , Node031-leaf , Node032-leaf , Node033-leaf , Node034-leaf .
The object with results only for a single top-value method and a single partitioning method can be extracted as:
res = res_rh["03"]
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 4289 rows and 357 columns.
#> Top rows (429) 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 0.863 0.951 0.975 0.4790 0.512 0.512
#> 3 3 0.962 0.950 0.979 0.3766 0.738 0.530
#> 4 4 0.985 0.950 0.971 0.0795 0.929 0.798
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
#> JC4_360_HSC_FE_S13_ 2 0.680 0.820 0.18 0.82
#> JC4_363_HSC_FE_S13_ 2 0.680 0.820 0.18 0.82
#> JC4_384_HSC_FE_S13_ 2 0.680 0.820 0.18 0.82
#> JC4_400_HSC_FE_S13_ 1 0.000 0.993 1.00 0.00
#> JC20_5.2_FE_S25_ 2 0.000 0.947 0.00 1.00
#> JC20_47.2.2_FE_S25_ 2 0.000 0.947 0.00 1.00
#> JC21_69.1_FE_S25_ 2 0.000 0.947 0.00 1.00
#> JC21_67.2_FE_S25_ 2 0.000 0.947 0.00 1.00
#> JC21_68.2_FE_S25_ 2 0.000 0.947 0.00 1.00
#> JC21_83.1_FE_S25_ 2 0.925 0.521 0.34 0.66
#> JC21_80.2_FE_S25_ 2 0.000 0.947 0.00 1.00
#> JC26_99.1_S32_ 2 0.000 0.947 0.00 1.00
#> JC26_101.1_S32_ 2 0.000 0.947 0.00 1.00
#> JC26_146_S32_ 2 0.000 0.947 0.00 1.00
#> JC26_114.1_S32_ 2 0.000 0.947 0.00 1.00
#> JC26_116.1.5_S32_ 2 0.000 0.947 0.00 1.00
#> JC26_118.1_S32_ 2 0.000 0.947 0.00 1.00
#> JC26_109.2.3_S32_ 2 0.327 0.907 0.06 0.94
#> JC26_119.2_W.6_S32_ 2 0.000 0.947 0.00 1.00
#> JC26_127.1_S32_ 2 0.000 0.947 0.00 1.00
#> JC26_121.2.6_S32_ 2 0.000 0.947 0.00 1.00
#> JC26_122.2.6_S32_ 2 0.000 0.947 0.00 1.00
#> JC26_123.2.6_S32_ 2 0.000 0.947 0.00 1.00
#> JC27_153.2.9_MA_S33_ 2 0.000 0.947 0.00 1.00
#> JC27_164.2_MA_S33_ 2 0.000 0.947 0.00 1.00
#> JC28_217.1.26_FE_S33_ 2 0.000 0.947 0.00 1.00
#> JC28_210.2_FE_S33_ 2 0.000 0.947 0.00 1.00
#> JC28_223.1_FE_S33_ 2 0.000 0.947 0.00 1.00
#> JC28_233.3_T_FE_S33_ 2 0.000 0.947 0.00 1.00
#> JC30_252.1_T_MA 2 0.000 0.947 0.00 1.00
#> JC30_268.1_MA 2 0.000 0.947 0.00 1.00
#> JC30_268.2_MA 2 0.000 0.947 0.00 1.00
#> JC30_283.2_MA 2 0.000 0.947 0.00 1.00
#> JC32_300.2_..38_ 2 0.000 0.947 0.00 1.00
#> JC32_303.1.38_ 2 0.000 0.947 0.00 1.00
#> JC32_324.2.42_ 2 0.000 0.947 0.00 1.00
#> JC32_329.1.43_ 2 0.000 0.947 0.00 1.00
#> JC32_330.1.43_ 2 0.000 0.947 0.00 1.00
#> JC32_338.3_._big.44_ 2 0.000 0.947 0.00 1.00
#> JC35_456.1.49_MA_S45_ 2 0.000 0.947 0.00 1.00
#> JC35_456.2.49_MA_S45_ 2 0.000 0.947 0.00 1.00
#> JC35_457.2.49_MA_S45_ 2 0.000 0.947 0.00 1.00
#> JC35_458.2.49_MA_S45_ 2 0.000 0.947 0.00 1.00
#> JC35_461.3_._MA_S45_ 2 0.000 0.947 0.00 1.00
#> JC36_488.1.56_MA_S46_ 2 0.760 0.772 0.22 0.78
#> JC36_499.1_W_MA_S46_ 2 0.000 0.947 0.00 1.00
#> JC36_505.1.59_MA_S46_ 2 0.000 0.947 0.00 1.00
#> JC36_497.2_W.58_MA_S46_ 2 0.000 0.947 0.00 1.00
#> JC36_504.2.59_MA_S46_ 2 0.000 0.947 0.00 1.00
#> JC36_511.2_W.61_MA_S46_ 2 0.000 0.947 0.00 1.00
#> JC36_519.4_._MA_S46_ 2 0.000 0.947 0.00 1.00
#> JC36_524.4.63_MA_S46_ 2 0.529 0.857 0.12 0.88
#> JC37_533.3.64_MA_S46_ 2 0.000 0.947 0.00 1.00
#> JC37_534.4.64_MA_S46_ 2 0.000 0.947 0.00 1.00
#> JC37_544.3.65_MA_S46_ 2 0.000 0.947 0.00 1.00
#> JC37_544.2.65_MA_S46_ 2 0.000 0.947 0.00 1.00
#> JC37_545.3_T.65_MA_S46_ 2 0.000 0.947 0.00 1.00
#> JC37_551.1_MA_S46_ 2 0.000 0.947 0.00 1.00
#> JC37_550.3_MA_S46_ 2 0.000 0.947 0.00 1.00
#> JC37_556.2.66_MA_S46_ 1 0.529 0.855 0.88 0.12
#> JC37_561.1_ery_MA_S46_ 2 0.000 0.947 0.00 1.00
#> JC37_567.1_ery.67_MA_S46_ 2 0.000 0.947 0.00 1.00
#> JC37_576.1_T_W.69_MA_S46_ 2 0.000 0.947 0.00 1.00
#> JC37_573.2_MA_S46_ 2 0.000 0.947 0.00 1.00
#> JC39_585.3_T.70_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC39_588.1.70_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC39_589.3.71_FE_S23_ 2 0.141 0.934 0.02 0.98
#> JC39_583.2.70_FE_S23_ 1 0.000 0.993 1.00 0.00
#> JC39_591.1_..71_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC39_604.1_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC39_615.2_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC39_624.1_T_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC39_619.2_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC39_623.3_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC39_626.3_T_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC40_640.2_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC40_649.3_T.78_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC40_651.1.78_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC40_644.2.77_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC40_653.1_W_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC40_655.1.79_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC40_662.1_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC40_660.3_..79_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC40_665.1.80_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC40_668.1.81_FE_S23_ 2 0.000 0.947 0.00 1.00
#> JC41_682.1.84_FE_S52_ 2 0.000 0.947 0.00 1.00
#> JC41_678.2.83_FE_S52_ 2 0.000 0.947 0.00 1.00
#> JC41_688.4_._FE_S52_ 2 0.000 0.947 0.00 1.00
#> JC41_690.2.86.88_FE_S52_ 2 0.000 0.947 0.00 1.00
#> JC41_708.2_T.89_FE_S52_ 2 0.000 0.947 0.00 1.00
#> JC41_715.1_FE_S52_ 2 0.141 0.935 0.02 0.98
#> JC41_723.1.91_FE_S52_ 2 0.000 0.947 0.00 1.00
#> JC41_719.2.91_FE_S52_ 2 0.000 0.947 0.00 1.00
#> JC43_732.2_big_adipo.93_FE_S27_ 2 0.000 0.947 0.00 1.00
#> JC43_738.1_T.95_FE_S27_ 2 0.000 0.947 0.00 1.00
#> JC43_766.1.98_FE_S27_ 2 0.000 0.947 0.00 1.00
#> JC43_771.3_FE_S27_ 2 0.000 0.947 0.00 1.00
#> JC43_771.4_FE_S27_ 2 0.000 0.947 0.00 1.00
#> JC44_776.3_FE_S27_ 2 0.000 0.947 0.00 1.00
#> JC44_776.2_FE_S27_ 2 0.000 0.947 0.00 1.00
#> JC44_780.2_FE_S27_ 2 0.000 0.947 0.00 1.00
#> JC44_793.3_FE_S27_ 2 0.000 0.947 0.00 1.00
#> JC44_803.1.102_FE_S27_ 2 0.000 0.947 0.00 1.00
#> JC45_827.1.107_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_825.2_FE_S30_ 1 0.000 0.993 1.00 0.00
#> JC45_829.2.107_FE_S30_ 2 0.000 0.947 0.00 1.00
#> JC45_837.1_T.109_FE_S30_ 2 0.000 0.947 0.00 1.00
#> JC45_837.3_T.109_FE_S30_ 2 0.000 0.947 0.00 1.00
#> JC45_842.2_FE_S30_ 2 0.000 0.947 0.00 1.00
#> JC45_843.2_FE_S30_ 2 0.000 0.947 0.00 1.00
#> JC45_844.2.111_FE_S30_ 2 0.000 0.947 0.00 1.00
#> JC45_845.1.111_FE_S30_ 2 0.000 0.947 0.00 1.00
#> JC46_871.1.114_FE_S30_ 2 0.000 0.947 0.00 1.00
#> JC46_873.1_FE_S30_ 2 0.000 0.947 0.00 1.00
#> JC46_875.3_T_FE_S30_ 2 0.000 0.947 0.00 1.00
#> JC46_872.2.114_FE_S30_ 2 0.000 0.947 0.00 1.00
#> JC46_892.3_T.118_FE_S30_ 2 0.000 0.947 0.00 1.00
#> JC46_894.1.118_FE_S30_ 2 0.000 0.947 0.00 1.00
#> JC46_895.1.118_FE_S30_ 2 0.000 0.947 0.00 1.00
#> JC46_897.2.118_FE_S30_ 2 0.000 0.947 0.00 1.00
#> JC46_905.2.120_FE_S30_ 2 0.000 0.947 0.00 1.00
#> JC46_916.2_FE_S30_ 2 0.000 0.947 0.00 1.00
#> JC48P4_917_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_918_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_919_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_920_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_921_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_922_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_923_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_924_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_925_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_926_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_927_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_928_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_929_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P4_930_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_931_HSC_FE_S8_ 2 0.722 0.797 0.20 0.80
#> JC48P4_932_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_933_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_934_HSC_FE_S8_ 1 0.242 0.954 0.96 0.04
#> JC48P4_935_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_936_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_937_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_941_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_942_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_945_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_946_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_947_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_948_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_949_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_950_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_951_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_952_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_953_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_954_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_955_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_956_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_957_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_958_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_959_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_960_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_961_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_965_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_966_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_967_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_968_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_970_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_971_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_973_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_974_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_975_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_976_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_978_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_979_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_980_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_982_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_983_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_984_HSC_FE_S8_ 1 0.402 0.907 0.92 0.08
#> JC48P4_985_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_987_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_988_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_989_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_990_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_991_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_992_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_993_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_995_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_996_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_997_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_999_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_1001_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_1004_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_1005_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_1006_HSC_FE_S8_ 1 0.141 0.974 0.98 0.02
#> JC48P4_1007_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_1011_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P4_1012_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1013_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1014_HSC_FE_S8_ 2 0.722 0.797 0.20 0.80
#> JC48P7_1015_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1016_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1017_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1018_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1019_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1022_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P7_1023_HSC_FE_S8_ 2 0.722 0.797 0.20 0.80
#> JC48P7_1024_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P7_1025_HSC_FE_S8_ 1 0.469 0.882 0.90 0.10
#> JC48P7_1027_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1028_HSC_FE_S8_ 1 0.402 0.907 0.92 0.08
#> JC48P7_1029_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1030_HSC_FE_S8_ 2 0.722 0.797 0.20 0.80
#> JC48P7_1031_HSC_FE_S8_ 1 0.141 0.974 0.98 0.02
#> JC48P7_1032_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1033_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1034_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P7_1035_HSC_FE_S8_ 2 0.760 0.771 0.22 0.78
#> JC48P7_1037_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1039_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1040_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1041_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1042_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1044_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P7_1045_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1046_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1047_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1048_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1049_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1050_HSC_FE_S8_ 2 0.760 0.771 0.22 0.78
#> JC48P7_1052_HSC_FE_S8_ 2 0.000 0.947 0.00 1.00
#> JC48P7_1053_HSC_FE_S8_ 1 0.242 0.953 0.96 0.04
#> JC48P7_1055_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1056_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P7_1057_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P7_1058_HSC_FE_S8_ 1 0.141 0.974 0.98 0.02
#> JC48P7_1059_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1060_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1061_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1062_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1063_HSC_FE_S8_ 1 0.141 0.974 0.98 0.02
#> JC48P7_1064_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1065_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1066_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1067_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1068_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1070_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1071_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1072_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1073_HSC_FE_S8_ 2 0.981 0.375 0.42 0.58
#> JC48P7_1074_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1075_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1076_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1077_HSC_FE_S8_ 1 0.242 0.954 0.96 0.04
#> JC48P7_1079_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1080_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1081_HSC_FE_S8_ 1 0.242 0.954 0.96 0.04
#> JC48P7_1082_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1083_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1087_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1088_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1090_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1094_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1095_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1097_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P7_1098_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1099_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1101_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1102_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1103_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1105_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1106_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P7_1107_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1109_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1110_HSC_FE_S8_ 2 1.000 0.117 0.50 0.50
#> JC48P6_1111_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1112_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1113_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1114_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1115_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1117_HSC_FE_S8_ 2 0.760 0.771 0.22 0.78
#> JC48P6_1118_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1119_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1120_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P6_1121_HSC_FE_S8_ 1 0.141 0.974 0.98 0.02
#> JC48P6_1123_HSC_FE_S8_ 2 0.584 0.853 0.14 0.86
#> JC48P6_1125_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P6_1127_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1128_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1129_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1130_HSC_FE_S8_ 1 0.327 0.931 0.94 0.06
#> JC48P6_1131_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P6_1133_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1134_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1136_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1137_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1138_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1139_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P6_1140_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P6_1141_HSC_FE_S8_ 1 0.971 0.252 0.60 0.40
#> JC48P6_1142_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1143_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1144_HSC_FE_S8_ 1 0.402 0.908 0.92 0.08
#> JC48P6_1145_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1146_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1147_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P6_1149_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1150_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1151_HSC_FE_S8_ 2 0.402 0.897 0.08 0.92
#> JC48P6_1152_HSC_FE_S8_ 2 0.925 0.566 0.34 0.66
#> JC48P6_1153_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P6_1154_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1155_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1157_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1158_HSC_FE_S8_ 2 0.722 0.797 0.20 0.80
#> JC48P6_1160_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1161_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1162_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1163_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1164_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1165_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1166_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1167_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1168_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1169_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1171_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1172_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1173_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1174_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1175_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1176_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1177_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1178_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1179_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1180_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1181_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1182_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1183_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1184_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1185_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1186_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P6_1187_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1188_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1189_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1191_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1192_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1193_HSC_FE_S8_ 1 0.402 0.908 0.92 0.08
#> JC48P6_1194_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1195_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P6_1196_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1197_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1198_HSC_FE_S8_ 2 0.680 0.820 0.18 0.82
#> JC48P6_1199_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1200_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1201_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1202_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1203_HSC_FE_S8_ 1 0.000 0.993 1.00 0.00
#> JC48P6_1204_HSC_FE_S8_ 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
#> JC4_360_HSC_FE_S13_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC4_363_HSC_FE_S13_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC4_384_HSC_FE_S13_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC4_400_HSC_FE_S13_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC20_5.2_FE_S25_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC20_47.2.2_FE_S25_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC21_69.1_FE_S25_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC21_67.2_FE_S25_ 3 0.5560 0.5664 0.00 0.30 0.70
#> JC21_68.2_FE_S25_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC21_83.1_FE_S25_ 3 0.9659 0.1782 0.22 0.34 0.44
#> JC21_80.2_FE_S25_ 2 0.1529 0.9505 0.00 0.96 0.04
#> JC26_99.1_S32_ 3 0.5216 0.6410 0.00 0.26 0.74
#> JC26_101.1_S32_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC26_146_S32_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC26_114.1_S32_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC26_116.1.5_S32_ 2 0.0892 0.9678 0.00 0.98 0.02
#> JC26_118.1_S32_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC26_109.2.3_S32_ 2 0.1529 0.9444 0.04 0.96 0.00
#> JC26_119.2_W.6_S32_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC26_127.1_S32_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC26_121.2.6_S32_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC26_122.2.6_S32_ 3 0.5216 0.6402 0.00 0.26 0.74
#> JC26_123.2.6_S32_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC27_153.2.9_MA_S33_ 2 0.4291 0.7853 0.00 0.82 0.18
#> JC27_164.2_MA_S33_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC28_217.1.26_FE_S33_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC28_210.2_FE_S33_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC28_223.1_FE_S33_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC28_233.3_T_FE_S33_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC30_252.1_T_MA 2 0.0000 0.9841 0.00 1.00 0.00
#> JC30_268.1_MA 2 0.0000 0.9841 0.00 1.00 0.00
#> JC30_268.2_MA 2 0.0000 0.9841 0.00 1.00 0.00
#> JC30_283.2_MA 3 0.0000 0.9597 0.00 0.00 1.00
#> JC32_300.2_..38_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC32_303.1.38_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC32_324.2.42_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC32_329.1.43_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC32_330.1.43_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC32_338.3_._big.44_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC35_456.1.49_MA_S45_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC35_456.2.49_MA_S45_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC35_457.2.49_MA_S45_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC35_458.2.49_MA_S45_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC35_461.3_._MA_S45_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC36_488.1.56_MA_S46_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC36_499.1_W_MA_S46_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC36_505.1.59_MA_S46_ 2 0.2066 0.9310 0.00 0.94 0.06
#> JC36_497.2_W.58_MA_S46_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC36_504.2.59_MA_S46_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC36_511.2_W.61_MA_S46_ 3 0.1529 0.9262 0.00 0.04 0.96
#> JC36_519.4_._MA_S46_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC36_524.4.63_MA_S46_ 2 0.3340 0.8540 0.12 0.88 0.00
#> JC37_533.3.64_MA_S46_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC37_534.4.64_MA_S46_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC37_544.3.65_MA_S46_ 2 0.0892 0.9678 0.00 0.98 0.02
#> JC37_544.2.65_MA_S46_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC37_545.3_T.65_MA_S46_ 2 0.4796 0.7225 0.00 0.78 0.22
#> JC37_551.1_MA_S46_ 2 0.2066 0.9314 0.00 0.94 0.06
#> JC37_550.3_MA_S46_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC37_556.2.66_MA_S46_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC37_561.1_ery_MA_S46_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC37_567.1_ery.67_MA_S46_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC37_576.1_T_W.69_MA_S46_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC37_573.2_MA_S46_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC39_585.3_T.70_FE_S23_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC39_588.1.70_FE_S23_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC39_589.3.71_FE_S23_ 2 0.3686 0.8391 0.00 0.86 0.14
#> JC39_583.2.70_FE_S23_ 1 0.5948 0.4296 0.64 0.00 0.36
#> JC39_591.1_..71_FE_S23_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC39_604.1_FE_S23_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC39_615.2_FE_S23_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC39_624.1_T_FE_S23_ 2 0.6302 0.0786 0.00 0.52 0.48
#> JC39_619.2_FE_S23_ 3 0.3340 0.8424 0.00 0.12 0.88
#> JC39_623.3_FE_S23_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC39_626.3_T_FE_S23_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC40_640.2_FE_S23_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC40_649.3_T.78_FE_S23_ 2 0.1529 0.9504 0.00 0.96 0.04
#> JC40_651.1.78_FE_S23_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC40_644.2.77_FE_S23_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC40_653.1_W_FE_S23_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC40_655.1.79_FE_S23_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC40_662.1_FE_S23_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC40_660.3_..79_FE_S23_ 2 0.2066 0.9316 0.00 0.94 0.06
#> JC40_665.1.80_FE_S23_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC40_668.1.81_FE_S23_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC41_682.1.84_FE_S52_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC41_678.2.83_FE_S52_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC41_688.4_._FE_S52_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC41_690.2.86.88_FE_S52_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC41_708.2_T.89_FE_S52_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC41_715.1_FE_S52_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC41_723.1.91_FE_S52_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC41_719.2.91_FE_S52_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC43_732.2_big_adipo.93_FE_S27_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC43_738.1_T.95_FE_S27_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC43_766.1.98_FE_S27_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC43_771.3_FE_S27_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC43_771.4_FE_S27_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC44_776.3_FE_S27_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC44_776.2_FE_S27_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC44_780.2_FE_S27_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC44_793.3_FE_S27_ 2 0.2959 0.8880 0.00 0.90 0.10
#> JC44_803.1.102_FE_S27_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC45_827.1.107_FE_S30_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC45_825.2_FE_S30_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC45_829.2.107_FE_S30_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC45_837.1_T.109_FE_S30_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC45_837.3_T.109_FE_S30_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC45_842.2_FE_S30_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC45_843.2_FE_S30_ 3 0.0892 0.9435 0.00 0.02 0.98
#> JC45_844.2.111_FE_S30_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC45_845.1.111_FE_S30_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC46_871.1.114_FE_S30_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC46_873.1_FE_S30_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC46_875.3_T_FE_S30_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC46_872.2.114_FE_S30_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC46_892.3_T.118_FE_S30_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC46_894.1.118_FE_S30_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC46_895.1.118_FE_S30_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC46_897.2.118_FE_S30_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC46_905.2.120_FE_S30_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC46_916.2_FE_S30_ 2 0.0000 0.9841 0.00 1.00 0.00
#> JC48P4_917_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_918_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_919_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P4_920_HSC_FE_S8_ 3 0.4291 0.7811 0.18 0.00 0.82
#> JC48P4_921_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_922_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_923_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_924_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_925_HSC_FE_S8_ 3 0.6280 0.1688 0.46 0.00 0.54
#> JC48P4_926_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_927_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_928_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_929_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P4_930_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_931_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P4_932_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_933_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_934_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P4_935_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_936_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_937_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_941_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_942_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_945_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_946_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_947_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_948_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_949_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P4_950_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_951_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_952_HSC_FE_S8_ 3 0.3340 0.8527 0.12 0.00 0.88
#> JC48P4_953_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_954_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_955_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_956_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_957_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_958_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_959_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_960_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_961_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_965_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_966_HSC_FE_S8_ 3 0.3340 0.8529 0.12 0.00 0.88
#> JC48P4_967_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_968_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_970_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_971_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_973_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_974_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_975_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_976_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_978_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_979_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_980_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_982_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_983_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_984_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P4_985_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_987_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_988_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_989_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_990_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_991_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_992_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_993_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_995_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_996_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_997_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_999_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_1001_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_1004_HSC_FE_S8_ 1 0.4291 0.7771 0.82 0.00 0.18
#> JC48P4_1005_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_1006_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P4_1007_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_1011_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P4_1012_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1013_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1014_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1015_HSC_FE_S8_ 3 0.2066 0.9098 0.06 0.00 0.94
#> JC48P7_1016_HSC_FE_S8_ 3 0.3340 0.8521 0.12 0.00 0.88
#> JC48P7_1017_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1018_HSC_FE_S8_ 1 0.5835 0.4752 0.66 0.00 0.34
#> JC48P7_1019_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1022_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1023_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1024_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1025_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1027_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1028_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1029_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1030_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1031_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1032_HSC_FE_S8_ 3 0.1529 0.9271 0.04 0.00 0.96
#> JC48P7_1033_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1034_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1035_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1037_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1039_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1040_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1041_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1042_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1044_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1045_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1046_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1047_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1048_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1049_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1050_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1052_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1053_HSC_FE_S8_ 1 0.0892 0.9672 0.98 0.02 0.00
#> JC48P7_1055_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1056_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1057_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1058_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1059_HSC_FE_S8_ 3 0.4002 0.8075 0.16 0.00 0.84
#> JC48P7_1060_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1061_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1062_HSC_FE_S8_ 1 0.4291 0.7768 0.82 0.00 0.18
#> JC48P7_1063_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1064_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1065_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1066_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1067_HSC_FE_S8_ 1 0.5948 0.4265 0.64 0.00 0.36
#> JC48P7_1068_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1070_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1071_HSC_FE_S8_ 3 0.1529 0.9274 0.04 0.00 0.96
#> JC48P7_1072_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1073_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1074_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1075_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1076_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1077_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1079_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1080_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1081_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1082_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1083_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1087_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1088_HSC_FE_S8_ 1 0.0892 0.9677 0.98 0.00 0.02
#> JC48P7_1090_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1094_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1095_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1097_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P7_1098_HSC_FE_S8_ 3 0.5016 0.6923 0.24 0.00 0.76
#> JC48P7_1099_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1101_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1102_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1103_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1105_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1106_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P7_1107_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1109_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1110_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1111_HSC_FE_S8_ 3 0.5397 0.6220 0.28 0.00 0.72
#> JC48P6_1112_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1113_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1114_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1115_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1117_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1118_HSC_FE_S8_ 1 0.2066 0.9281 0.94 0.00 0.06
#> JC48P6_1119_HSC_FE_S8_ 3 0.0892 0.9437 0.02 0.00 0.98
#> JC48P6_1120_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1121_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1123_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1125_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1127_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1128_HSC_FE_S8_ 1 0.2959 0.8831 0.90 0.00 0.10
#> JC48P6_1129_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1130_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1131_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1133_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1134_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1136_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1137_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1138_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1139_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1140_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1141_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1142_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1143_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1144_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1145_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1146_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1147_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1149_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1150_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1151_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1152_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1153_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1154_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1155_HSC_FE_S8_ 1 0.4555 0.7482 0.80 0.00 0.20
#> JC48P6_1157_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1158_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1160_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1161_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1162_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1163_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1164_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1165_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1166_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1167_HSC_FE_S8_ 1 0.2066 0.9283 0.94 0.00 0.06
#> JC48P6_1168_HSC_FE_S8_ 3 0.5016 0.6913 0.24 0.00 0.76
#> JC48P6_1169_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1171_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1172_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1173_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1174_HSC_FE_S8_ 3 0.6126 0.3490 0.40 0.00 0.60
#> JC48P6_1175_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1176_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1177_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1178_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1179_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1180_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1181_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1182_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1183_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1184_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1185_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1186_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1187_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1188_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1189_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1191_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1192_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1193_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1194_HSC_FE_S8_ 1 0.2066 0.9278 0.94 0.00 0.06
#> JC48P6_1195_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1196_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1197_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1198_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1199_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1200_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1201_HSC_FE_S8_ 1 0.0892 0.9675 0.98 0.00 0.02
#> JC48P6_1202_HSC_FE_S8_ 3 0.0000 0.9597 0.00 0.00 1.00
#> JC48P6_1203_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
#> JC48P6_1204_HSC_FE_S8_ 1 0.0000 0.9860 1.00 0.00 0.00
cbind(get_classes(res, k = 4), get_membership(res, k = 4))
#> class entropy silhouette p1 p2 p3 p4
#> JC4_360_HSC_FE_S13_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC4_363_HSC_FE_S13_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC4_384_HSC_FE_S13_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC4_400_HSC_FE_S13_ 1 0.0707 0.962 0.98 0.02 0.00 0.00
#> JC20_5.2_FE_S25_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC20_47.2.2_FE_S25_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC21_69.1_FE_S25_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC21_67.2_FE_S25_ 2 0.1211 0.955 0.00 0.96 0.04 0.00
#> JC21_68.2_FE_S25_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC21_83.1_FE_S25_ 2 0.0707 0.957 0.00 0.98 0.02 0.00
#> JC21_80.2_FE_S25_ 2 0.1411 0.972 0.00 0.96 0.02 0.02
#> JC26_99.1_S32_ 2 0.1211 0.955 0.00 0.96 0.04 0.00
#> JC26_101.1_S32_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC26_146_S32_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC26_114.1_S32_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC26_116.1.5_S32_ 2 0.1411 0.972 0.00 0.96 0.02 0.02
#> JC26_118.1_S32_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC26_109.2.3_S32_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC26_119.2_W.6_S32_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC26_127.1_S32_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC26_121.2.6_S32_ 2 0.2647 0.905 0.00 0.88 0.00 0.12
#> JC26_122.2.6_S32_ 2 0.1211 0.955 0.00 0.96 0.04 0.00
#> JC26_123.2.6_S32_ 2 0.2345 0.929 0.00 0.90 0.00 0.10
#> JC27_153.2.9_MA_S33_ 2 0.1411 0.972 0.00 0.96 0.02 0.02
#> JC27_164.2_MA_S33_ 4 0.4134 0.627 0.00 0.26 0.00 0.74
#> JC28_217.1.26_FE_S33_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC28_210.2_FE_S33_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC28_223.1_FE_S33_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC28_233.3_T_FE_S33_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC30_252.1_T_MA 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC30_268.1_MA 4 0.1211 0.952 0.00 0.04 0.00 0.96
#> JC30_268.2_MA 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC30_283.2_MA 2 0.2647 0.865 0.00 0.88 0.12 0.00
#> JC32_300.2_..38_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC32_303.1.38_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC32_324.2.42_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC32_329.1.43_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC32_330.1.43_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC32_338.3_._big.44_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC35_456.1.49_MA_S45_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC35_456.2.49_MA_S45_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC35_457.2.49_MA_S45_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC35_458.2.49_MA_S45_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC35_461.3_._MA_S45_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC36_488.1.56_MA_S46_ 3 0.4522 0.515 0.00 0.32 0.68 0.00
#> JC36_499.1_W_MA_S46_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC36_505.1.59_MA_S46_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC36_497.2_W.58_MA_S46_ 2 0.1637 0.937 0.00 0.94 0.06 0.00
#> JC36_504.2.59_MA_S46_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC36_511.2_W.61_MA_S46_ 2 0.1211 0.955 0.00 0.96 0.04 0.00
#> JC36_519.4_._MA_S46_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC36_524.4.63_MA_S46_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC37_533.3.64_MA_S46_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC37_534.4.64_MA_S46_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC37_544.3.65_MA_S46_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC37_544.2.65_MA_S46_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC37_545.3_T.65_MA_S46_ 2 0.1411 0.972 0.00 0.96 0.02 0.02
#> JC37_551.1_MA_S46_ 2 0.1411 0.972 0.00 0.96 0.02 0.02
#> JC37_550.3_MA_S46_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC37_556.2.66_MA_S46_ 1 0.1211 0.940 0.96 0.04 0.00 0.00
#> JC37_561.1_ery_MA_S46_ 2 0.2345 0.928 0.00 0.90 0.00 0.10
#> JC37_567.1_ery.67_MA_S46_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC37_576.1_T_W.69_MA_S46_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC37_573.2_MA_S46_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC39_585.3_T.70_FE_S23_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC39_588.1.70_FE_S23_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC39_589.3.71_FE_S23_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC39_583.2.70_FE_S23_ 1 0.5860 0.337 0.58 0.04 0.38 0.00
#> JC39_591.1_..71_FE_S23_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC39_604.1_FE_S23_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC39_615.2_FE_S23_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC39_624.1_T_FE_S23_ 2 0.1211 0.955 0.00 0.96 0.04 0.00
#> JC39_619.2_FE_S23_ 2 0.1211 0.955 0.00 0.96 0.04 0.00
#> JC39_623.3_FE_S23_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC39_626.3_T_FE_S23_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC40_640.2_FE_S23_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC40_649.3_T.78_FE_S23_ 2 0.1411 0.972 0.00 0.96 0.02 0.02
#> JC40_651.1.78_FE_S23_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC40_644.2.77_FE_S23_ 2 0.1411 0.972 0.00 0.96 0.02 0.02
#> JC40_653.1_W_FE_S23_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC40_655.1.79_FE_S23_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC40_662.1_FE_S23_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC40_660.3_..79_FE_S23_ 2 0.1411 0.972 0.00 0.96 0.02 0.02
#> JC40_665.1.80_FE_S23_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC40_668.1.81_FE_S23_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC41_682.1.84_FE_S52_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC41_678.2.83_FE_S52_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC41_688.4_._FE_S52_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC41_690.2.86.88_FE_S52_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC41_708.2_T.89_FE_S52_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC41_715.1_FE_S52_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC41_723.1.91_FE_S52_ 2 0.2011 0.949 0.00 0.92 0.00 0.08
#> JC41_719.2.91_FE_S52_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC43_732.2_big_adipo.93_FE_S27_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC43_738.1_T.95_FE_S27_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC43_766.1.98_FE_S27_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC43_771.3_FE_S27_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC43_771.4_FE_S27_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC44_776.3_FE_S27_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC44_776.2_FE_S27_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC44_780.2_FE_S27_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC44_793.3_FE_S27_ 2 0.1411 0.972 0.00 0.96 0.02 0.02
#> JC44_803.1.102_FE_S27_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC45_827.1.107_FE_S30_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC45_825.2_FE_S30_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC45_829.2.107_FE_S30_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC45_837.1_T.109_FE_S30_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC45_837.3_T.109_FE_S30_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC45_842.2_FE_S30_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC45_843.2_FE_S30_ 2 0.1211 0.955 0.00 0.96 0.04 0.00
#> JC45_844.2.111_FE_S30_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC45_845.1.111_FE_S30_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC46_871.1.114_FE_S30_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC46_873.1_FE_S30_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC46_875.3_T_FE_S30_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC46_872.2.114_FE_S30_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC46_892.3_T.118_FE_S30_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC46_894.1.118_FE_S30_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC46_895.1.118_FE_S30_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC46_897.2.118_FE_S30_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC46_905.2.120_FE_S30_ 4 0.0000 0.994 0.00 0.00 0.00 1.00
#> JC46_916.2_FE_S30_ 2 0.1211 0.982 0.00 0.96 0.00 0.04
#> JC48P4_917_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_918_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_919_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P4_920_HSC_FE_S8_ 3 0.3037 0.861 0.10 0.02 0.88 0.00
#> JC48P4_921_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_922_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_923_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_924_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_925_HSC_FE_S8_ 3 0.4472 0.706 0.22 0.02 0.76 0.00
#> JC48P4_926_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_927_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_928_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_929_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P4_930_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_931_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P4_932_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_933_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_934_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P4_935_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_936_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_937_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_941_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_942_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_945_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_946_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_947_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_948_HSC_FE_S8_ 1 0.0707 0.961 0.98 0.02 0.00 0.00
#> JC48P4_949_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P4_950_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_951_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_952_HSC_FE_S8_ 3 0.2335 0.912 0.06 0.02 0.92 0.00
#> JC48P4_953_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_954_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_955_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_956_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_957_HSC_FE_S8_ 1 0.0707 0.961 0.98 0.02 0.00 0.00
#> JC48P4_958_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_959_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_960_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_961_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_965_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_966_HSC_FE_S8_ 3 0.2706 0.890 0.08 0.02 0.90 0.00
#> JC48P4_967_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_968_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_970_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_971_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_973_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_974_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_975_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_976_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_978_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_979_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_980_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_982_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_983_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_984_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P4_985_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_987_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_988_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_989_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_990_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_991_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_992_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_993_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_995_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_996_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_997_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_999_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_1001_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_1004_HSC_FE_S8_ 1 0.5535 0.237 0.56 0.02 0.42 0.00
#> JC48P4_1005_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_1006_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P4_1007_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_1011_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P4_1012_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1013_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1014_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1015_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1016_HSC_FE_S8_ 3 0.0707 0.952 0.02 0.00 0.98 0.00
#> JC48P7_1017_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1018_HSC_FE_S8_ 3 0.4855 0.353 0.40 0.00 0.60 0.00
#> JC48P7_1019_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1022_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1023_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1024_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1025_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1027_HSC_FE_S8_ 1 0.2011 0.900 0.92 0.00 0.08 0.00
#> JC48P7_1028_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1029_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1030_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1031_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1032_HSC_FE_S8_ 3 0.0707 0.954 0.02 0.00 0.98 0.00
#> JC48P7_1033_HSC_FE_S8_ 1 0.2345 0.877 0.90 0.00 0.10 0.00
#> JC48P7_1034_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1035_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1037_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1039_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1040_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1041_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1042_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1044_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1045_HSC_FE_S8_ 3 0.0707 0.960 0.00 0.02 0.98 0.00
#> JC48P7_1046_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1047_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1048_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1049_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1050_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1052_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1053_HSC_FE_S8_ 1 0.2011 0.901 0.92 0.00 0.00 0.08
#> JC48P7_1055_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1056_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1057_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1058_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1059_HSC_FE_S8_ 3 0.1211 0.937 0.04 0.00 0.96 0.00
#> JC48P7_1060_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1061_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1062_HSC_FE_S8_ 1 0.4855 0.327 0.60 0.00 0.40 0.00
#> JC48P7_1063_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1064_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1065_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1066_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1067_HSC_FE_S8_ 3 0.3801 0.719 0.22 0.00 0.78 0.00
#> JC48P7_1068_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1070_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1071_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1072_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1073_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1074_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1075_HSC_FE_S8_ 1 0.1211 0.940 0.96 0.00 0.04 0.00
#> JC48P7_1076_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1077_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1079_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1080_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1081_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1082_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1083_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1087_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1088_HSC_FE_S8_ 1 0.1637 0.920 0.94 0.00 0.06 0.00
#> JC48P7_1090_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1094_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1095_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1097_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P7_1098_HSC_FE_S8_ 3 0.2921 0.822 0.14 0.00 0.86 0.00
#> JC48P7_1099_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1101_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1102_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1103_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1105_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1106_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P7_1107_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P6_1109_HSC_FE_S8_ 1 0.1211 0.951 0.96 0.04 0.00 0.00
#> JC48P6_1110_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P6_1111_HSC_FE_S8_ 3 0.3525 0.849 0.10 0.04 0.86 0.00
#> JC48P6_1112_HSC_FE_S8_ 1 0.1211 0.951 0.96 0.04 0.00 0.00
#> JC48P6_1113_HSC_FE_S8_ 1 0.1211 0.951 0.96 0.04 0.00 0.00
#> JC48P6_1114_HSC_FE_S8_ 3 0.0707 0.960 0.00 0.02 0.98 0.00
#> JC48P6_1115_HSC_FE_S8_ 3 0.1211 0.952 0.00 0.04 0.96 0.00
#> JC48P6_1117_HSC_FE_S8_ 3 0.0707 0.960 0.00 0.02 0.98 0.00
#> JC48P6_1118_HSC_FE_S8_ 1 0.3198 0.876 0.88 0.04 0.08 0.00
#> JC48P6_1119_HSC_FE_S8_ 3 0.1211 0.952 0.00 0.04 0.96 0.00
#> JC48P6_1120_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P6_1121_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P6_1123_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P6_1125_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P6_1127_HSC_FE_S8_ 3 0.0707 0.960 0.00 0.02 0.98 0.00
#> JC48P6_1128_HSC_FE_S8_ 1 0.5256 0.617 0.70 0.04 0.26 0.00
#> JC48P6_1129_HSC_FE_S8_ 1 0.1211 0.951 0.96 0.04 0.00 0.00
#> JC48P6_1130_HSC_FE_S8_ 3 0.0707 0.960 0.00 0.02 0.98 0.00
#> JC48P6_1131_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P6_1133_HSC_FE_S8_ 3 0.1211 0.952 0.00 0.04 0.96 0.00
#> JC48P6_1134_HSC_FE_S8_ 3 0.1211 0.952 0.00 0.04 0.96 0.00
#> JC48P6_1136_HSC_FE_S8_ 1 0.1211 0.951 0.96 0.04 0.00 0.00
#> JC48P6_1137_HSC_FE_S8_ 3 0.1211 0.952 0.00 0.04 0.96 0.00
#> JC48P6_1138_HSC_FE_S8_ 3 0.1211 0.952 0.00 0.04 0.96 0.00
#> JC48P6_1139_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P6_1140_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P6_1141_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P6_1142_HSC_FE_S8_ 3 0.1211 0.952 0.00 0.04 0.96 0.00
#> JC48P6_1143_HSC_FE_S8_ 1 0.0707 0.962 0.98 0.02 0.00 0.00
#> JC48P6_1144_HSC_FE_S8_ 3 0.0707 0.960 0.00 0.02 0.98 0.00
#> JC48P6_1145_HSC_FE_S8_ 3 0.1211 0.952 0.00 0.04 0.96 0.00
#> JC48P6_1146_HSC_FE_S8_ 3 0.0707 0.960 0.00 0.02 0.98 0.00
#> JC48P6_1147_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P6_1149_HSC_FE_S8_ 3 0.1211 0.952 0.00 0.04 0.96 0.00
#> JC48P6_1150_HSC_FE_S8_ 3 0.0707 0.960 0.00 0.02 0.98 0.00
#> JC48P6_1151_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P6_1152_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P6_1153_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P6_1154_HSC_FE_S8_ 1 0.0707 0.962 0.98 0.02 0.00 0.00
#> JC48P6_1155_HSC_FE_S8_ 1 0.5915 0.278 0.56 0.04 0.40 0.00
#> JC48P6_1157_HSC_FE_S8_ 1 0.1211 0.951 0.96 0.04 0.00 0.00
#> JC48P6_1158_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P6_1160_HSC_FE_S8_ 1 0.1211 0.951 0.96 0.04 0.00 0.00
#> JC48P6_1161_HSC_FE_S8_ 1 0.1211 0.951 0.96 0.04 0.00 0.00
#> JC48P6_1162_HSC_FE_S8_ 3 0.1211 0.952 0.00 0.04 0.96 0.00
#> JC48P6_1163_HSC_FE_S8_ 3 0.0707 0.960 0.00 0.02 0.98 0.00
#> JC48P6_1164_HSC_FE_S8_ 1 0.1211 0.951 0.96 0.04 0.00 0.00
#> JC48P6_1165_HSC_FE_S8_ 3 0.1211 0.952 0.00 0.04 0.96 0.00
#> JC48P6_1166_HSC_FE_S8_ 3 0.1211 0.952 0.00 0.04 0.96 0.00
#> JC48P6_1167_HSC_FE_S8_ 1 0.3821 0.830 0.84 0.04 0.12 0.00
#> JC48P6_1168_HSC_FE_S8_ 3 0.3525 0.849 0.10 0.04 0.86 0.00
#> JC48P6_1169_HSC_FE_S8_ 3 0.1211 0.952 0.00 0.04 0.96 0.00
#> JC48P6_1171_HSC_FE_S8_ 1 0.0707 0.962 0.98 0.02 0.00 0.00
#> JC48P6_1172_HSC_FE_S8_ 1 0.1913 0.937 0.94 0.04 0.02 0.00
#> JC48P6_1173_HSC_FE_S8_ 1 0.1211 0.951 0.96 0.04 0.00 0.00
#> JC48P6_1174_HSC_FE_S8_ 3 0.5256 0.625 0.26 0.04 0.70 0.00
#> JC48P6_1175_HSC_FE_S8_ 1 0.0707 0.962 0.98 0.02 0.00 0.00
#> JC48P6_1176_HSC_FE_S8_ 1 0.0707 0.962 0.98 0.02 0.00 0.00
#> JC48P6_1177_HSC_FE_S8_ 1 0.1211 0.951 0.96 0.04 0.00 0.00
#> JC48P6_1178_HSC_FE_S8_ 1 0.0707 0.962 0.98 0.02 0.00 0.00
#> JC48P6_1179_HSC_FE_S8_ 3 0.0707 0.960 0.00 0.02 0.98 0.00
#> JC48P6_1180_HSC_FE_S8_ 1 0.0707 0.962 0.98 0.02 0.00 0.00
#> JC48P6_1181_HSC_FE_S8_ 3 0.0707 0.960 0.00 0.02 0.98 0.00
#> JC48P6_1182_HSC_FE_S8_ 1 0.0707 0.962 0.98 0.02 0.00 0.00
#> JC48P6_1183_HSC_FE_S8_ 3 0.1211 0.952 0.00 0.04 0.96 0.00
#> JC48P6_1184_HSC_FE_S8_ 1 0.1211 0.951 0.96 0.04 0.00 0.00
#> JC48P6_1185_HSC_FE_S8_ 3 0.1211 0.952 0.00 0.04 0.96 0.00
#> JC48P6_1186_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P6_1187_HSC_FE_S8_ 1 0.3525 0.854 0.86 0.04 0.10 0.00
#> JC48P6_1188_HSC_FE_S8_ 1 0.1211 0.951 0.96 0.04 0.00 0.00
#> JC48P6_1189_HSC_FE_S8_ 3 0.0707 0.960 0.00 0.02 0.98 0.00
#> JC48P6_1191_HSC_FE_S8_ 1 0.0707 0.962 0.98 0.02 0.00 0.00
#> JC48P6_1192_HSC_FE_S8_ 3 0.1211 0.952 0.00 0.04 0.96 0.00
#> JC48P6_1193_HSC_FE_S8_ 3 0.0707 0.960 0.00 0.02 0.98 0.00
#> JC48P6_1194_HSC_FE_S8_ 1 0.4755 0.720 0.76 0.04 0.20 0.00
#> JC48P6_1195_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P6_1196_HSC_FE_S8_ 1 0.1211 0.951 0.96 0.04 0.00 0.00
#> JC48P6_1197_HSC_FE_S8_ 1 0.0707 0.962 0.98 0.02 0.00 0.00
#> JC48P6_1198_HSC_FE_S8_ 3 0.0000 0.965 0.00 0.00 1.00 0.00
#> JC48P6_1199_HSC_FE_S8_ 1 0.0000 0.970 1.00 0.00 0.00 0.00
#> JC48P6_1200_HSC_FE_S8_ 1 0.1211 0.951 0.96 0.04 0.00 0.00
#> JC48P6_1201_HSC_FE_S8_ 1 0.2411 0.918 0.92 0.04 0.04 0.00
#> JC48P6_1202_HSC_FE_S8_ 3 0.1211 0.952 0.00 0.04 0.96 0.00
#> JC48P6_1203_HSC_FE_S8_ 1 0.1211 0.951 0.96 0.04 0.00 0.00
#> JC48P6_1204_HSC_FE_S8_ 1 0.0707 0.962 0.98 0.02 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 sample(p-value) k
#> ATC:skmeans 354 1.70e-38 2
#> ATC:skmeans 350 1.93e-52 3
#> ATC:skmeans 352 2.64e-62 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
#>
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#> [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
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#> [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
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#> [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
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#> [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
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#> [103] pillar_1.6.1 lifecycle_1.0.0 BiocManager_1.30.16
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#> [112] R6_2.5.0 BiocIO_1.2.0 promises_1.2.0.1
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