Classification Neural Network Learner
Source:R/learner_neuralnet_classif_neuralnet.R
mlr_learners_classif.neuralnet.RdCalls neuralnet::neuralnet() from neuralnet.
Initial parameter values
err.fctis set to"ce".linear.outputis set toFALSEto perform classification.act.fctis set to"logistic"for classification.
Parameters
| Id | Type | Default | Levels | Range |
| act.fct | untyped | "logistic" | - | |
| algorithm | character | rprop+ | backprop, rprop+, rprop-, sag, slr | - |
| constant.weights | untyped | - | - | |
| err.fct | character | ce | sse, ce | - |
| exclude | untyped | - | - | |
| hidden | untyped | 1L | - | |
| learningrate | numeric | - | \((-\infty, \infty)\) | |
| learningrate.factor | untyped | list(minus = 0.5, plus = 1.2) | - | |
| learningrate.limit | untyped | - | - | |
| lifesign | character | none | none, minimal, full | - |
| lifesign.step | integer | 1000 | \((-\infty, \infty)\) | |
| likelihood | logical | FALSE | TRUE, FALSE | - |
| linear.output | logical | FALSE | TRUE, FALSE | - |
| rep | integer | 1 | \([1, \infty)\) | |
| startweights | untyped | - | - | |
| stepmax | numeric | 1e+05 | \((-\infty, \infty)\) | |
| threshold | numeric | 0.01 | \((-\infty, \infty)\) |
See also
as.data.table(mlr_learners)for a table of available Learners in the running session (depending on the loaded packages).Chapter in the mlr3book: https://mlr3book.mlr-org.com/chapters/chapter2/data_and_basic_modeling.html#sec-learners
mlr3learners for a selection of recommended learners.
mlr3cluster for unsupervised clustering learners.
mlr3pipelines to combine learners with pre- and postprocessing steps.
mlr3tuning for tuning of hyperparameters, mlr3tuningspaces for established default tuning spaces.
Super classes
mlr3::Learner -> mlr3::LearnerClassif -> LearnerClassifNeuralnet
Methods
Inherited methods
mlr3::Learner$base_learner()mlr3::Learner$configure()mlr3::Learner$encapsulate()mlr3::Learner$format()mlr3::Learner$help()mlr3::Learner$predict()mlr3::Learner$predict_newdata()mlr3::Learner$print()mlr3::Learner$reset()mlr3::Learner$selected_features()mlr3::Learner$train()mlr3::LearnerClassif$predict_newdata_fast()
Examples
# Define the Learner
learner = lrn("classif.neuralnet")
print(learner)
#>
#> ── <LearnerClassifNeuralnet> (classif.neuralnet): Neural Network from neuralnet
#> • Model: -
#> • Parameters: act.fct=logistic, err.fct=ce, linear.output=FALSE
#> • Packages: mlr3 and neuralnet
#> • Predict Types: [response] and prob
#> • Feature Types: integer and numeric
#> • Encapsulation: none (fallback: -)
#> • Properties: twoclass
#> • Other settings: use_weights = 'error', predict_raw = 'FALSE'
# Define a Task
task = tsk("sonar")
# Create train and test set
ids = partition(task)
# Train the learner on the training ids
learner$train(task, row_ids = ids$train)
print(learner$model)
#> $call
#> neuralnet::neuralnet(formula = formula, data = data, err.fct = "ce",
#> act.fct = "logistic", linear.output = FALSE)
#>
#> $response
#> Class
#> 1 1
#> 2 1
#> 3 1
#> 4 1
#> 5 1
#> 6 1
#> 7 1
#> 8 1
#> 9 1
#> 10 1
#> 11 1
#> 12 1
#> 13 1
#> 14 1
#> 15 1
#> 16 1
#> 17 1
#> 18 1
#> 19 1
#> 20 1
#> 21 1
#> 22 1
#> 23 1
#> 24 1
#> 25 1
#> 26 1
#> 27 1
#> 28 1
#> 29 1
#> 30 1
#> 31 1
#> 32 1
#> 33 1
#> 34 1
#> 35 1
#> 36 1
#> 37 1
#> 38 1
#> 39 1
#> 40 1
#> 41 1
#> 42 1
#> 43 1
#> 44 1
#> 45 1
#> 46 1
#> 47 1
#> 48 1
#> 49 1
#> 50 1
#> 51 1
#> 52 1
#> 53 1
#> 54 1
#> 55 1
#> 56 1
#> 57 1
#> 58 1
#> 59 1
#> 60 1
#> 61 1
#> 62 1
#> 63 1
#> 64 1
#> 65 1
#> 66 1
#> 67 1
#> 68 1
#> 69 1
#> 70 1
#> 71 0
#> 72 0
#> 73 0
#> 74 0
#> 75 0
#> 76 0
#> 77 0
#> 78 0
#> 79 0
#> 80 0
#> 81 0
#> 82 0
#> 83 0
#> 84 0
#> 85 0
#> 86 0
#> 87 0
#> 88 0
#> 89 0
#> 90 0
#> 91 0
#> 92 0
#> 93 0
#> 94 0
#> 95 0
#> 96 0
#> 97 0
#> 98 0
#> 99 0
#> 100 0
#> 101 0
#> 102 0
#> 103 0
#> 104 0
#> 105 0
#> 106 0
#> 107 0
#> 108 0
#> 109 0
#> 110 0
#> 111 0
#> 112 0
#> 113 0
#> 114 0
#> 115 0
#> 116 0
#> 117 0
#> 118 0
#> 119 0
#> 120 0
#> 121 0
#> 122 0
#> 123 0
#> 124 0
#> 125 0
#> 126 0
#> 127 0
#> 128 0
#> 129 0
#> 130 0
#> 131 0
#> 132 0
#> 133 0
#> 134 0
#> 135 0
#> 136 0
#> 137 0
#> 138 0
#> 139 0
#>
#> $covariate
#> V1 V10 V11 V12 V13 V14 V15 V16 V17 V18
#> [1,] 0.0200 0.2111 0.1609 0.1582 0.2238 0.0645 0.0660 0.2273 0.3100 0.2999
#> [2,] 0.0453 0.2872 0.4918 0.6552 0.6919 0.7797 0.7464 0.9444 1.0000 0.8874
#> [3,] 0.0100 0.1264 0.0881 0.1992 0.0184 0.2261 0.1729 0.2131 0.0693 0.2281
#> [4,] 0.0286 0.3039 0.2988 0.4250 0.6343 0.8198 1.0000 0.9988 0.9508 0.9025
#> [5,] 0.0317 0.3513 0.1786 0.0658 0.0513 0.3752 0.5419 0.5440 0.5150 0.4262
#> [6,] 0.0519 0.2838 0.2802 0.3086 0.2657 0.3801 0.5626 0.4376 0.2617 0.1199
#> [7,] 0.0223 0.1487 0.1156 0.1654 0.3833 0.3598 0.1713 0.1136 0.0349 0.3796
#> [8,] 0.0164 0.0251 0.0801 0.1056 0.1266 0.0890 0.0198 0.1133 0.2826 0.3234
#> [9,] 0.0039 0.0452 0.0492 0.0996 0.1424 0.1194 0.0628 0.0907 0.1177 0.1429
#> [10,] 0.0123 0.0835 0.0548 0.0847 0.2026 0.2557 0.1870 0.2032 0.1463 0.2849
#> [11,] 0.0079 0.1240 0.1097 0.1215 0.1874 0.3383 0.3227 0.2723 0.3943 0.6432
#> [12,] 0.0090 0.1895 0.1896 0.2547 0.4073 0.2988 0.2901 0.5326 0.4022 0.1571
#> [13,] 0.0298 0.0852 0.2476 0.3645 0.2777 0.2826 0.3237 0.4335 0.5638 0.4555
#> [14,] 0.0352 0.2912 0.2328 0.2237 0.2470 0.1560 0.3491 0.3308 0.2299 0.2203
#> [15,] 0.0192 0.1186 0.1237 0.1601 0.3520 0.4479 0.3769 0.5761 0.6426 0.6790
#> [16,] 0.0473 0.3759 0.3021 0.2909 0.2301 0.1411 0.1582 0.2430 0.4474 0.5964
#> [17,] 0.0099 0.1882 0.1456 0.1892 0.3176 0.1340 0.2169 0.2458 0.2589 0.2786
#> [18,] 0.0201 0.1097 0.0841 0.0942 0.1204 0.0420 0.0031 0.0162 0.0624 0.2127
#> [19,] 0.0151 0.1205 0.0847 0.1518 0.2305 0.2793 0.3404 0.4527 0.6950 0.8807
#> [20,] 0.0177 0.0613 0.1680 0.3476 0.4561 0.5188 0.6308 0.7201 0.5153 0.3818
#> [21,] 0.0240 0.0389 0.1934 0.2434 0.2906 0.2606 0.3811 0.4997 0.3015 0.3655
#> [22,] 0.0084 0.1753 0.1970 0.1167 0.1683 0.0814 0.2179 0.5121 0.7231 0.7776
#> [23,] 0.0195 0.0242 0.0728 0.0639 0.3002 0.3854 0.4767 0.4602 0.3175 0.4160
#> [24,] 0.0442 0.1268 0.1109 0.2375 0.2007 0.2140 0.1109 0.2036 0.2468 0.6682
#> [25,] 0.0206 0.1573 0.2327 0.1785 0.1507 0.1916 0.2061 0.2307 0.2360 0.1299
#> [26,] 0.0094 0.1328 0.1303 0.0273 0.0644 0.0712 0.1204 0.0717 0.1224 0.2349
#> [27,] 0.0333 0.0920 0.1475 0.0522 0.1119 0.0970 0.1174 0.1678 0.1642 0.1205
#> [28,] 0.0123 0.0475 0.1152 0.0520 0.1192 0.1943 0.1840 0.2077 0.1956 0.1630
#> [29,] 0.0091 0.0837 0.1579 0.0898 0.0309 0.1856 0.2969 0.2032 0.1264 0.1655
#> [30,] 0.0093 0.0640 0.0888 0.1599 0.1541 0.2768 0.2176 0.2799 0.3491 0.2824
#> [31,] 0.0211 0.0568 0.0869 0.1935 0.1478 0.1871 0.1994 0.3283 0.6861 0.5814
#> [32,] 0.0093 0.1360 0.2132 0.3738 0.3738 0.2673 0.2333 0.5367 0.7312 0.7659
#> [33,] 0.0257 0.0561 0.0891 0.0861 0.1531 0.1524 0.1849 0.2871 0.2009 0.2748
#> [34,] 0.0408 0.2176 0.2459 0.3332 0.3087 0.2613 0.3232 0.3731 0.4203 0.5364
#> [35,] 0.0308 0.2795 0.3336 0.2940 0.1608 0.3335 0.4985 0.7295 0.7350 0.8253
#> [36,] 0.0373 0.0802 0.1564 0.2565 0.2624 0.1179 0.0597 0.1563 0.2241 0.3586
#> [37,] 0.0119 0.0864 0.2143 0.3720 0.2665 0.2113 0.1103 0.1136 0.1934 0.4142
#> [38,] 0.0131 0.0901 0.0750 0.0844 0.1226 0.1619 0.2317 0.2934 0.3526 0.3657
#> [39,] 0.0087 0.0818 0.1315 0.1862 0.2789 0.2579 0.2240 0.2568 0.2933 0.2991
#> [40,] 0.0293 0.0751 0.0528 0.1209 0.1763 0.2039 0.2727 0.2321 0.2676 0.2934
#> [41,] 0.0152 0.1504 0.1911 0.2115 0.2249 0.2573 0.1701 0.2023 0.2538 0.3417
#> [42,] 0.0225 0.1452 0.1442 0.0948 0.0618 0.1641 0.0708 0.0844 0.2590 0.2679
#> [43,] 0.0135 0.1908 0.1576 0.1112 0.1197 0.1174 0.1415 0.2215 0.2658 0.2713
#> [44,] 0.0086 0.1185 0.0775 0.1101 0.1042 0.0853 0.0456 0.1304 0.2690 0.2947
#> [45,] 0.0067 0.1180 0.0978 0.0909 0.0656 0.0593 0.0832 0.1297 0.2038 0.3811
#> [46,] 0.0071 0.0898 0.0289 0.1554 0.1437 0.1035 0.1424 0.1227 0.0892 0.2047
#> [47,] 0.0176 0.0474 0.0526 0.1854 0.1040 0.0948 0.0912 0.1688 0.1568 0.0375
#> [48,] 0.0265 0.0779 0.0327 0.2060 0.1908 0.1065 0.1457 0.2232 0.2070 0.1105
#> [49,] 0.0368 0.0506 0.0906 0.2545 0.1464 0.1272 0.1223 0.1669 0.1424 0.1285
#> [50,] 0.0195 0.1191 0.1522 0.1322 0.1434 0.1244 0.0653 0.0890 0.1226 0.1846
#> [51,] 0.0216 0.0973 0.1203 0.1102 0.1192 0.1762 0.2390 0.2138 0.1929 0.1765
#> [52,] 0.0065 0.1109 0.0937 0.0827 0.0920 0.0911 0.1487 0.1666 0.1268 0.1374
#> [53,] 0.0036 0.0888 0.0937 0.1245 0.1599 0.1542 0.1846 0.1732 0.1477 0.1748
#> [54,] 0.0109 0.1036 0.0972 0.0501 0.1546 0.3404 0.4804 0.6570 0.7738 0.7827
#> [55,] 0.0202 0.1370 0.0843 0.0269 0.1254 0.3046 0.5584 0.7973 0.8341 0.8057
#> [56,] 0.0239 0.1376 0.0938 0.0259 0.1499 0.2851 0.5743 0.8278 0.8669 0.8131
#> [57,] 0.0336 0.0842 0.0357 0.0689 0.1705 0.3257 0.4602 0.6225 0.7327 0.7843
#> [58,] 0.0108 0.0393 0.1106 0.1412 0.2202 0.2976 0.4116 0.4754 0.5390 0.6279
#> [59,] 0.0100 0.2990 0.3242 0.3565 0.3951 0.5201 0.6953 0.8468 1.0000 0.9278
#> [60,] 0.0217 0.1777 0.4079 0.4113 0.3973 0.5078 0.6509 0.8073 0.9819 1.0000
#> [61,] 0.0378 0.2053 0.3135 0.3118 0.3686 0.3885 0.5850 0.7868 0.9739 1.0000
#> [62,] 0.0365 0.3735 0.3042 0.0387 0.2679 0.5397 0.6204 0.7257 0.8350 0.6888
#> [63,] 0.0188 0.1806 0.2139 0.1523 0.1975 0.4844 0.7298 0.7807 0.7906 0.6122
#> [64,] 0.0856 0.2751 0.2707 0.0946 0.1020 0.4519 0.6737 0.6699 0.7066 0.5632
#> [65,] 0.0274 0.1808 0.2366 0.0906 0.1749 0.4012 0.5187 0.7312 0.9062 0.9260
#> [66,] 0.0235 0.3674 0.2974 0.0837 0.1912 0.5040 0.6352 0.6804 0.7505 0.6595
#> [67,] 0.0126 0.4284 0.3015 0.1207 0.3299 0.5707 0.6962 0.9751 1.0000 0.9293
#> [68,] 0.0459 0.1408 0.2693 0.3259 0.4545 0.5785 0.4471 0.2231 0.2164 0.3201
#> [69,] 0.0025 0.1430 0.0994 0.2250 0.2444 0.3239 0.3039 0.2410 0.0367 0.1672
#> [70,] 0.0181 0.1045 0.0904 0.0671 0.0997 0.1056 0.0346 0.1231 0.1626 0.3652
#> [71,] 0.0491 0.2028 0.0947 0.2497 0.2209 0.3195 0.3340 0.3323 0.2780 0.2975
#> [72,] 0.1313 0.2231 0.2907 0.2259 0.3136 0.3302 0.3660 0.3956 0.4386 0.4670
#> [73,] 0.0629 0.3597 0.5466 0.5205 0.5127 0.5395 0.6558 0.8705 0.9786 0.9335
#> [74,] 0.0587 0.2352 0.3208 0.4257 0.5201 0.4914 0.5950 0.7221 0.9039 0.9111
#> [75,] 0.0307 0.2792 0.3877 0.4992 0.4981 0.4972 0.5607 0.7339 0.8230 0.9173
#> [76,] 0.0116 0.1006 0.2500 0.3988 0.3809 0.4753 0.6165 0.6464 0.8024 0.9208
#> [77,] 0.0331 0.0193 0.0897 0.1734 0.1936 0.2803 0.3313 0.5020 0.6360 0.7096
#> [78,] 0.0428 0.0113 0.1255 0.2473 0.3011 0.3747 0.4520 0.5392 0.6588 0.7113
#> [79,] 0.0283 0.1767 0.1995 0.2869 0.3275 0.3769 0.4169 0.5036 0.6180 0.8025
#> [80,] 0.0414 0.1975 0.2309 0.3025 0.3938 0.5050 0.5872 0.6610 0.7417 0.8006
#> [81,] 0.0363 0.1444 0.1989 0.2154 0.2863 0.3570 0.3980 0.4359 0.5334 0.6304
#> [82,] 0.0261 0.2013 0.2890 0.3650 0.3510 0.3495 0.4325 0.5398 0.6237 0.6876
#> [83,] 0.0162 0.1779 0.2164 0.2568 0.3089 0.3829 0.4393 0.5335 0.5996 0.6728
#> [84,] 0.0249 0.2531 0.2855 0.2961 0.3341 0.4287 0.5205 0.6087 0.7236 0.7577
#> [85,] 0.0270 0.2122 0.2210 0.2399 0.2964 0.4061 0.5095 0.5512 0.6613 0.6804
#> [86,] 0.0228 0.3517 0.3330 0.3643 0.4020 0.4731 0.5196 0.6573 0.8426 0.8476
#> [87,] 0.0209 0.4125 0.3943 0.1334 0.4622 0.9970 0.9137 0.8292 0.6994 0.7825
#> [88,] 0.0374 0.2597 0.3483 0.3999 0.4574 0.5950 0.7924 0.8272 0.8087 0.8977
#> [89,] 0.1150 0.5378 0.3816 0.0991 0.0616 0.1795 0.3907 0.3602 0.3041 0.2428
#> [90,] 0.0968 0.5025 0.3488 0.1700 0.2076 0.3087 0.4224 0.5312 0.2436 0.1884
#> [91,] 0.1083 0.5966 0.5304 0.2251 0.2402 0.2689 0.6646 0.6632 0.1674 0.0837
#> [92,] 0.0094 0.5079 0.3350 0.0834 0.3004 0.3957 0.3769 0.3828 0.1247 0.1363
#> [93,] 0.1088 0.5761 0.4733 0.2362 0.1023 0.2904 0.4713 0.4659 0.1415 0.0849
#> [94,] 0.0430 0.7106 0.7342 0.5033 0.3000 0.1951 0.2767 0.3737 0.2507 0.2507
#> [95,] 0.0731 0.1114 0.1739 0.3160 0.3249 0.2164 0.2031 0.2580 0.1796 0.2422
#> [96,] 0.0516 0.1294 0.2646 0.2778 0.4432 0.3672 0.2035 0.2764 0.3252 0.1536
#> [97,] 0.0299 0.0998 0.0523 0.0904 0.2655 0.3099 0.3520 0.3892 0.3962 0.2449
#> [98,] 0.0721 0.0795 0.2534 0.3920 0.3375 0.1610 0.1889 0.3308 0.2282 0.2177
#> [99,] 0.1021 0.1369 0.2509 0.2631 0.2796 0.2977 0.3823 0.3129 0.3956 0.2093
#> [100,] 0.0654 0.3422 0.2128 0.1377 0.4032 0.5684 0.2398 0.4331 0.5954 0.5772
#> [101,] 0.0207 0.1234 0.1796 0.1787 0.1247 0.2577 0.3370 0.3990 0.1647 0.2266
#> [102,] 0.0209 0.1853 0.1748 0.1556 0.1476 0.1378 0.2584 0.3827 0.4784 0.5360
#> [103,] 0.0231 0.2461 0.2245 0.1520 0.1732 0.3099 0.4380 0.5595 0.6820 0.6164
#> [104,] 0.0233 0.2078 0.1239 0.0236 0.1771 0.3115 0.4990 0.6707 0.7655 0.8485
#> [105,] 0.0117 0.2169 0.1180 0.0754 0.2782 0.3758 0.5093 0.6592 0.7071 0.7532
#> [106,] 0.0201 0.2720 0.2188 0.3037 0.2959 0.2059 0.0906 0.1610 0.1800 0.2180
#> [107,] 0.0107 0.2936 0.3104 0.3431 0.2456 0.1887 0.1184 0.2080 0.2736 0.3274
#> [108,] 0.0258 0.2954 0.2506 0.2601 0.2249 0.2115 0.1270 0.1193 0.1794 0.2185
#> [109,] 0.0217 0.2110 0.2343 0.2087 0.1645 0.1689 0.1650 0.1967 0.2934 0.3709
#> [110,] 0.0072 0.2318 0.2472 0.2880 0.2126 0.0708 0.1194 0.2808 0.4221 0.5279
#> [111,] 0.0163 0.2822 0.3691 0.3750 0.3927 0.3308 0.1085 0.1139 0.3446 0.5441
#> [112,] 0.0137 0.0874 0.1100 0.1084 0.1094 0.1023 0.0601 0.0906 0.1313 0.2758
#> [113,] 0.0015 0.1476 0.2118 0.2575 0.2354 0.1334 0.0092 0.1951 0.3685 0.4646
#> [114,] 0.0134 0.1250 0.2405 0.2325 0.2523 0.1472 0.0669 0.1100 0.2353 0.3282
#> [115,] 0.0179 0.5965 0.6254 0.4507 0.3693 0.2864 0.1635 0.0422 0.1785 0.4394
#> [116,] 0.0180 0.2918 0.3273 0.3035 0.3033 0.2587 0.1682 0.1308 0.2803 0.4519
#> [117,] 0.0329 0.2672 0.3056 0.3161 0.2314 0.2067 0.1804 0.2808 0.4423 0.5947
#> [118,] 0.0191 0.3134 0.4786 0.5239 0.4393 0.3440 0.2869 0.3889 0.4420 0.3892
#> [119,] 0.0635 0.3900 0.4674 0.5632 0.5506 0.4343 0.3052 0.3492 0.3975 0.3875
#> [120,] 0.0394 0.2558 0.3078 0.3404 0.3400 0.3951 0.3352 0.2252 0.2086 0.2248
#> [121,] 0.0310 0.4432 0.5222 0.5611 0.5379 0.4048 0.2245 0.1784 0.2297 0.2720
#> [122,] 0.0423 0.2696 0.3412 0.4292 0.3682 0.3940 0.2965 0.3172 0.2825 0.3050
#> [123,] 0.0096 0.2952 0.4025 0.5148 0.4901 0.4127 0.3575 0.3447 0.3068 0.2945
#> [124,] 0.0269 0.5915 0.6675 0.5679 0.5175 0.3334 0.2002 0.2856 0.2937 0.3424
#> [125,] 0.0368 0.2544 0.2936 0.2935 0.2657 0.3187 0.2794 0.2534 0.1980 0.1929
#> [126,] 0.0089 0.2119 0.3003 0.3094 0.2743 0.2547 0.1870 0.1452 0.1457 0.2429
#> [127,] 0.0156 0.1567 0.2476 0.2783 0.2896 0.2956 0.3189 0.1892 0.1730 0.2226
#> [128,] 0.0203 0.1747 0.2198 0.2721 0.2105 0.1727 0.2040 0.1786 0.1318 0.2260
#> [129,] 0.0129 0.2245 0.2431 0.3134 0.3206 0.2917 0.2249 0.2347 0.2143 0.2939
#> [130,] 0.0050 0.2282 0.2521 0.3484 0.3309 0.2614 0.1782 0.2055 0.2298 0.3545
#> [131,] 0.0366 0.1847 0.2222 0.2648 0.2508 0.2291 0.1555 0.1863 0.2387 0.3345
#> [132,] 0.0116 0.2271 0.3171 0.2882 0.2657 0.2307 0.1889 0.1791 0.2298 0.3715
#> [133,] 0.0131 0.3193 0.3468 0.3738 0.3055 0.1926 0.1385 0.2122 0.2758 0.4576
#> [134,] 0.0272 0.3997 0.3941 0.3309 0.2926 0.1760 0.1739 0.2043 0.2088 0.2678
#> [135,] 0.0187 0.2684 0.3108 0.2933 0.2275 0.0994 0.1801 0.2200 0.2732 0.2862
#> [136,] 0.0323 0.2154 0.3085 0.3425 0.2990 0.1402 0.1235 0.1534 0.1901 0.2429
#> [137,] 0.0522 0.2529 0.2716 0.2374 0.1878 0.0983 0.0683 0.1503 0.1723 0.2339
#> [138,] 0.0303 0.2354 0.2898 0.2812 0.1578 0.0273 0.0673 0.1444 0.2070 0.2645
#> [139,] 0.0260 0.2354 0.2720 0.2442 0.1665 0.0336 0.1302 0.1708 0.2177 0.3175
#> V19 V2 V20 V21 V22 V23 V24 V25 V26 V27
#> [1,] 0.5078 0.0371 0.4797 0.5783 0.5071 0.4328 0.5550 0.6711 0.6415 0.7104
#> [2,] 0.8024 0.0523 0.7818 0.5212 0.4052 0.3957 0.3914 0.3250 0.3200 0.3271
#> [3,] 0.4060 0.0171 0.3973 0.2741 0.3690 0.5556 0.4846 0.3140 0.5334 0.5256
#> [4,] 0.7234 0.0453 0.5122 0.2074 0.3985 0.5890 0.2872 0.2043 0.5782 0.5389
#> [5,] 0.2024 0.0956 0.4233 0.7723 0.9735 0.9390 0.5559 0.5268 0.6826 0.5713
#> [6,] 0.6676 0.0548 0.9402 0.7832 0.5352 0.6809 0.9174 0.7613 0.8220 0.8872
#> [7,] 0.7401 0.0375 0.9925 0.9802 0.8890 0.6712 0.4286 0.3374 0.7366 0.9611
#> [8,] 0.3238 0.0173 0.4333 0.6068 0.7652 0.9203 0.9719 0.9207 0.7545 0.8289
#> [9,] 0.1223 0.0063 0.1104 0.1847 0.3715 0.4382 0.5707 0.6654 0.7476 0.7654
#> [10,] 0.5824 0.0309 0.7728 0.7852 0.8515 0.5312 0.3653 0.5973 0.8275 1.0000
#> [11,] 0.7271 0.0086 0.8673 0.9674 0.9847 0.9480 0.8036 0.6833 0.5136 0.3090
#> [12,] 0.3024 0.0062 0.3907 0.3542 0.4438 0.6414 0.4601 0.6009 0.8690 0.8345
#> [13,] 0.4348 0.0615 0.6433 0.3932 0.1989 0.3540 0.9165 0.9371 0.4620 0.2771
#> [14,] 0.2493 0.0116 0.4128 0.3158 0.6191 0.5854 0.3395 0.2561 0.5599 0.8145
#> [15,] 0.7157 0.0607 0.5466 0.5399 0.6362 0.7849 0.7756 0.5780 0.4862 0.4181
#> [16,] 0.6744 0.0509 0.7969 0.8319 0.7813 0.8626 0.7369 0.4122 0.2596 0.3392
#> [17,] 0.2298 0.0484 0.0656 0.1441 0.1179 0.1668 0.1783 0.2476 0.2570 0.1036
#> [18,] 0.3436 0.0026 0.3813 0.3825 0.4764 0.6313 0.7523 0.8675 0.8788 0.7901
#> [19,] 0.9154 0.0320 0.7542 0.6736 0.7146 0.8335 0.7701 0.6993 0.6543 0.5040
#> [20,] 0.2644 0.0300 0.3345 0.4865 0.6628 0.7389 0.9213 1.0000 0.7750 0.5593
#> [21,] 0.6791 0.0218 0.7307 0.5053 0.4441 0.6987 0.8133 0.7781 0.8943 0.8929
#> [22,] 0.6222 0.0153 0.3501 0.3733 0.2622 0.3776 0.7361 0.8673 0.8223 0.7772
#> [23,] 0.6428 0.0213 1.0000 0.8631 0.5212 0.3156 0.5952 0.7732 0.6042 0.4375
#> [24,] 0.8345 0.0477 0.8252 0.8017 0.8982 0.9664 0.8515 0.6626 0.3241 0.2054
#> [25,] 0.3812 0.0132 0.5858 0.4497 0.4876 1.0000 0.8675 0.4718 0.5341 0.6197
#> [26,] 0.3684 0.0166 0.3918 0.4925 0.8793 0.9606 0.8786 0.6905 0.6937 0.5674
#> [27,] 0.0494 0.0221 0.1544 0.3485 0.6146 0.9146 0.9364 0.8677 0.8772 0.8553
#> [28,] 0.1218 0.0022 0.1017 0.1354 0.3157 0.4645 0.5906 0.6776 0.8119 0.8594
#> [29,] 0.1661 0.0213 0.2091 0.2310 0.4460 0.6634 0.6933 0.7663 0.8206 0.7049
#> [30,] 0.2479 0.0185 0.3005 0.4300 0.4684 0.4520 0.5026 0.6217 0.6571 0.6632
#> [31,] 0.2500 0.0319 0.1734 0.3363 0.5588 0.6592 0.7012 0.8099 0.8901 0.8745
#> [32,] 0.6271 0.0269 0.4395 0.4330 0.4326 0.5544 0.7360 0.8589 0.8989 0.9420
#> [33,] 0.5017 0.0447 0.2172 0.4978 0.5265 0.3647 0.5768 0.5161 0.5715 0.4006
#> [34,] 0.7062 0.0653 0.8196 0.8835 0.8299 0.7609 0.7605 0.8367 0.8905 0.7652
#> [35,] 0.8793 0.0339 0.9657 1.0000 0.8707 0.6471 0.5973 0.8218 0.7755 0.6111
#> [36,] 0.1792 0.0281 0.3256 0.6079 0.6988 0.8391 0.8553 0.7710 0.6215 0.5736
#> [37,] 0.3279 0.0582 0.6222 0.7468 0.7676 0.7867 0.8253 1.0000 0.9481 0.7539
#> [38,] 0.3221 0.0068 0.3093 0.4084 0.4285 0.4663 0.5956 0.6948 0.8386 0.8875
#> [39,] 0.3924 0.0046 0.4691 0.5665 0.6464 0.6774 0.7577 0.8856 0.9419 1.0000
#> [40,] 0.3295 0.0378 0.4910 0.5402 0.6257 0.6826 0.7527 0.8504 0.8938 0.9928
#> [41,] 0.4026 0.0102 0.4553 0.5525 0.5991 0.5854 0.7114 0.9500 0.9858 1.0000
#> [42,] 0.3094 0.0019 0.4678 0.5958 0.7245 0.8773 0.9214 0.9282 0.9942 1.0000
#> [43,] 0.3862 0.0045 0.5717 0.6797 0.8747 1.0000 0.8948 0.8420 0.9174 0.9307
#> [44,] 0.3669 0.0215 0.4948 0.6275 0.8162 0.9237 0.8710 0.8052 0.8756 1.0000
#> [45,] 0.4451 0.0096 0.5224 0.5911 0.6566 0.6308 0.5998 0.4958 0.5647 0.6906
#> [46,] 0.0827 0.0103 0.1524 0.3031 0.1608 0.0667 0.1426 0.0395 0.1653 0.3399
#> [47,] 0.1316 0.0172 0.2086 0.1976 0.0946 0.1965 0.1242 0.0616 0.2141 0.4642
#> [48,] 0.1078 0.0440 0.1165 0.2224 0.0689 0.2060 0.2384 0.0904 0.2278 0.5872
#> [49,] 0.1857 0.0403 0.1136 0.2069 0.0219 0.2400 0.2547 0.0240 0.1923 0.4753
#> [50,] 0.3880 0.0142 0.3658 0.2297 0.2610 0.4193 0.5848 0.5643 0.5448 0.4772
#> [51,] 0.0746 0.0215 0.1265 0.2005 0.1571 0.2605 0.5386 0.8440 1.0000 0.8684
#> [52,] 0.1095 0.0122 0.1286 0.2146 0.2889 0.4238 0.6168 0.8167 0.9622 0.8280
#> [53,] 0.1455 0.0078 0.1579 0.2257 0.1975 0.3368 0.5828 0.8505 1.0000 0.8457
#> [54,] 0.8152 0.0093 0.8129 0.8297 0.8535 0.8870 0.8894 0.8980 0.9667 1.0000
#> [55,] 0.8616 0.0104 0.8769 0.9413 0.9403 0.9409 1.0000 0.9725 0.9309 0.9351
#> [56,] 0.9045 0.0189 0.9046 1.0000 0.9976 0.9872 0.9761 0.9009 0.9724 0.9675
#> [57,] 0.7988 0.0294 0.8261 1.0000 0.9814 0.9620 0.9601 0.9118 0.9086 0.7931
#> [58,] 0.7060 0.0086 0.7918 0.9493 1.0000 0.9645 0.9432 0.8658 0.7895 0.6501
#> [59,] 0.8510 0.0194 0.8010 0.8142 0.8825 0.7302 0.6107 0.7159 0.8458 0.6319
#> [60,] 0.9407 0.0340 0.8452 0.8106 0.8460 0.6212 0.5815 0.7745 0.8204 0.5601
#> [61,] 0.9843 0.0318 0.8610 0.8443 0.9061 0.5847 0.4033 0.5946 0.6793 0.6389
#> [62,] 0.4450 0.1632 0.3921 0.5605 0.7545 0.8311 1.0000 0.8762 0.7092 0.7009
#> [63,] 0.4200 0.0370 0.2807 0.5148 0.7569 0.8596 1.0000 0.8457 0.6797 0.6971
#> [64,] 0.3785 0.0454 0.2721 0.5297 0.7697 0.8643 0.9304 0.9372 0.6247 0.6024
#> [65,] 0.7434 0.0242 0.4463 0.5103 0.6952 0.7755 0.8364 0.7283 0.6399 0.5759
#> [66,] 0.4509 0.0291 0.2964 0.4019 0.6794 0.8297 1.0000 0.8240 0.7115 0.7726
#> [67,] 0.6210 0.0519 0.4586 0.5001 0.5032 0.7082 0.8420 0.8109 0.7690 0.8105
#> [68,] 0.2915 0.0437 0.4235 0.4460 0.2380 0.6415 0.8966 0.8918 0.7529 0.6838
#> [69,] 0.3038 0.0309 0.4069 0.3613 0.1994 0.4611 0.6849 0.7272 0.7152 0.7102
#> [70,] 0.3262 0.0146 0.2995 0.2109 0.2104 0.2085 0.2282 0.0747 0.1969 0.4086
#> [71,] 0.2948 0.0279 0.1729 0.3264 0.3834 0.3523 0.5410 0.5228 0.4475 0.5340
#> [72,] 0.5255 0.2339 0.3735 0.2243 0.1973 0.4337 0.6532 0.5070 0.2796 0.4163
#> [73,] 0.7917 0.1065 0.7383 0.6908 0.3850 0.0671 0.0502 0.2717 0.2839 0.2234
#> [74,] 0.8723 0.1210 0.7686 0.7326 0.5222 0.3097 0.3172 0.2270 0.1640 0.1746
#> [75,] 0.9975 0.0523 0.9911 0.8240 0.6498 0.5980 0.4862 0.3150 0.1543 0.0989
#> [76,] 0.9832 0.0179 0.9634 0.8646 0.8325 0.8276 0.8007 0.6102 0.4853 0.4355
#> [77,] 0.8333 0.0423 0.8730 0.8073 0.7507 0.7526 0.7298 0.6177 0.4946 0.4531
#> [78,] 0.7602 0.0555 0.8672 0.8416 0.7974 0.8385 0.9317 0.8555 0.6162 0.4139
#> [79,] 0.9333 0.0599 0.9399 0.9275 0.9450 0.8328 0.7773 0.7007 0.6154 0.5810
#> [80,] 0.8456 0.0436 0.7939 0.8804 0.8384 0.7852 0.8479 0.7434 0.6433 0.5514
#> [81,] 0.6995 0.0478 0.7435 0.8379 0.8641 0.9014 0.9432 0.9536 1.0000 0.9547
#> [82,] 0.7329 0.0266 0.8107 0.8396 0.8632 0.8747 0.9607 0.9716 0.9121 0.8576
#> [83,] 0.7309 0.0041 0.8092 0.8941 0.9668 1.0000 0.9893 0.9376 0.8991 0.9184
#> [84,] 0.7726 0.0119 0.8098 0.8995 0.9247 0.9365 0.9853 0.9776 1.0000 0.9896
#> [85,] 0.6520 0.0163 0.6788 0.7811 0.8369 0.8969 0.9856 1.0000 0.9395 0.8917
#> [86,] 0.8344 0.0853 0.8453 0.7999 0.8537 0.9642 1.0000 0.9357 0.9409 0.9070
#> [87,] 0.8789 0.0261 0.8501 0.8920 0.9473 1.0000 0.8975 0.7806 0.8321 0.6502
#> [88,] 0.9828 0.0586 0.8982 0.8890 0.9367 0.9122 0.7936 0.6718 0.6318 0.4865
#> [89,] 0.4060 0.1163 0.8395 0.9777 0.4680 0.0610 0.2143 0.1348 0.2854 0.1617
#> [90,] 0.1908 0.0821 0.8321 1.0000 0.4076 0.0960 0.1928 0.2419 0.3790 0.2893
#> [91,] 0.4331 0.1070 0.8718 0.7992 0.3712 0.1703 0.1611 0.2086 0.2847 0.2211
#> [92,] 0.2678 0.0611 0.9188 0.9779 0.3236 0.1944 0.1874 0.0885 0.3443 0.2953
#> [93,] 0.3257 0.1278 0.9007 0.9312 0.4856 0.1346 0.1604 0.2737 0.5609 0.3654
#> [94,] 0.3292 0.0902 0.4871 0.6527 0.8454 0.9739 1.0000 0.6665 0.5323 0.4024
#> [95,] 0.3609 0.1249 0.1810 0.2604 0.6572 0.9734 0.9757 0.8079 0.6521 0.4915
#> [96,] 0.2784 0.0944 0.3508 0.5187 0.7052 0.7143 0.6814 0.5100 0.5308 0.6131
#> [97,] 0.2355 0.0688 0.3045 0.3112 0.4698 0.5534 0.4532 0.4464 0.4670 0.4621
#> [98,] 0.1853 0.1574 0.5167 0.5342 0.6298 0.8437 0.6756 0.5825 0.6141 0.8809
#> [99,] 0.3218 0.0830 0.3345 0.3184 0.2887 0.3610 0.2566 0.4106 0.4591 0.4722
#> [100,] 0.8176 0.0649 0.8835 0.5248 0.6373 0.8375 0.6699 0.7756 0.8750 0.8300
#> [101,] 0.3219 0.0535 0.5356 0.8159 1.0000 0.8701 0.6889 0.6299 0.5738 0.5707
#> [102,] 0.6192 0.0278 0.7912 0.9264 1.0000 0.9080 0.7435 0.5557 0.3172 0.1295
#> [103,] 0.6803 0.0315 0.8435 0.9921 1.0000 0.7983 0.5426 0.3952 0.5179 0.5650
#> [104,] 0.9805 0.0394 1.0000 1.0000 0.9992 0.9067 0.6803 0.5103 0.4716 0.4980
#> [105,] 0.8357 0.0069 0.8593 0.9615 0.9838 0.8705 0.6403 0.5067 0.5395 0.6934
#> [106,] 0.2026 0.0178 0.1506 0.0521 0.2143 0.4333 0.5943 0.6926 0.7576 0.8787
#> [107,] 0.2344 0.0453 0.1260 0.0576 0.1241 0.3239 0.4357 0.5734 0.7825 0.9252
#> [108,] 0.1646 0.0433 0.0740 0.0625 0.2381 0.4824 0.6372 0.7531 0.8959 0.9941
#> [109,] 0.4309 0.0152 0.4161 0.5116 0.6501 0.7717 0.8491 0.9104 0.8912 0.8189
#> [110,] 0.5857 0.0027 0.6153 0.6753 0.7873 0.8974 0.9828 1.0000 0.8460 0.6055
#> [111,] 0.6470 0.0198 0.7276 0.7894 0.8264 0.8697 0.7836 0.7140 0.5698 0.2908
#> [112,] 0.3660 0.0297 0.5269 0.5810 0.6181 0.5875 0.4639 0.5424 0.7367 0.9089
#> [113,] 0.5418 0.0186 0.6260 0.7420 0.8257 0.8609 0.8400 0.8949 0.9945 1.0000
#> [114,] 0.4416 0.0172 0.5167 0.6508 0.7793 0.7978 0.7786 0.8587 0.9321 0.9454
#> [115,] 0.6950 0.0136 0.8097 0.8550 0.8717 0.8601 0.9201 0.8729 0.8084 0.8694
#> [116,] 0.6641 0.0444 0.7683 0.6960 0.4393 0.2432 0.2886 0.4974 0.8172 1.0000
#> [117,] 0.6601 0.0216 0.5844 0.4539 0.4789 0.5646 0.5281 0.7115 1.0000 0.9564
#> [118,] 0.4088 0.0173 0.5006 0.7271 0.9385 1.0000 0.9831 0.9932 0.9161 0.8237
#> [119,] 0.5280 0.0709 0.7198 0.7702 0.8562 0.8688 0.9236 1.0000 0.9662 0.9822
#> [120,] 0.3382 0.0420 0.4578 0.6474 0.6708 0.7007 0.7619 0.7745 0.6767 0.7373
#> [121,] 0.5209 0.0221 0.6898 0.8202 0.8780 0.7600 0.7616 0.7152 0.7288 0.8686
#> [122,] 0.2408 0.0321 0.5420 0.6802 0.6320 0.5824 0.6805 0.5984 0.8412 0.9911
#> [123,] 0.4351 0.0404 0.7264 0.8147 0.8103 0.6665 0.6958 0.7748 0.8688 1.0000
#> [124,] 0.5949 0.0383 0.7526 0.8959 0.8147 0.7109 0.7378 0.7201 0.8254 0.8917
#> [125,] 0.2826 0.0279 0.3245 0.3504 0.3324 0.4217 0.4774 0.4808 0.6325 0.8334
#> [126,] 0.3259 0.0274 0.3679 0.3355 0.3100 0.3914 0.5280 0.6409 0.7707 0.8754
#> [127,] 0.2427 0.0210 0.3149 0.4102 0.3808 0.4896 0.6292 0.7519 0.7985 0.8830
#> [128,] 0.2358 0.0121 0.3107 0.3906 0.3631 0.4809 0.6531 0.7812 0.8395 0.9180
#> [129,] 0.4898 0.0141 0.6127 0.7531 0.7718 0.7432 0.8673 0.9308 0.9836 1.0000
#> [130,] 0.6218 0.0017 0.7265 0.8346 0.8268 0.8366 0.9408 0.9510 0.9801 0.9974
#> [131,] 0.5233 0.0421 0.6684 0.7766 0.7928 0.7940 0.9129 0.9498 0.9835 1.0000
#> [132,] 0.6223 0.0744 0.7260 0.7934 0.8045 0.8067 0.9173 0.9327 0.9562 1.0000
#> [133,] 0.6487 0.0387 0.7154 0.8010 0.7924 0.8793 1.0000 0.9865 0.9474 0.9474
#> [134,] 0.2434 0.0378 0.1839 0.2802 0.6172 0.8015 0.8313 0.8440 0.8494 0.9168
#> [135,] 0.2034 0.0346 0.1740 0.4130 0.6879 0.8120 0.8453 0.8919 0.9300 0.9987
#> [136,] 0.2120 0.0101 0.2395 0.3272 0.5949 0.8302 0.9045 0.9888 0.9912 0.9448
#> [137,] 0.1962 0.0437 0.1395 0.3164 0.5888 0.7631 0.8473 0.9424 0.9986 0.9699
#> [138,] 0.2828 0.0353 0.4293 0.5685 0.6990 0.7246 0.7622 0.9242 1.0000 0.9979
#> [139,] 0.3714 0.0363 0.4552 0.5700 0.7397 0.8062 0.8837 0.9432 1.0000 0.9375
#> V28 V29 V3 V30 V31 V32 V33 V34 V35 V36
#> [1,] 0.8080 0.6791 0.0428 0.3857 0.1307 0.2604 0.5121 0.7547 0.8537 0.8507
#> [2,] 0.2767 0.4423 0.0843 0.2028 0.3788 0.2947 0.1984 0.2341 0.1306 0.4182
#> [3,] 0.2520 0.2090 0.0623 0.3559 0.6260 0.7340 0.6120 0.3497 0.3953 0.3012
#> [4,] 0.3750 0.3411 0.0277 0.5067 0.5580 0.4778 0.3299 0.2198 0.1407 0.2856
#> [5,] 0.5429 0.2177 0.1321 0.2149 0.5811 0.6323 0.2965 0.1873 0.2969 0.5163
#> [6,] 0.6091 0.2967 0.0842 0.1103 0.1318 0.0624 0.0990 0.4006 0.3666 0.1050
#> [7,] 0.7353 0.4856 0.0484 0.1594 0.3007 0.4096 0.3170 0.3305 0.3408 0.2186
#> [8,] 0.8907 0.7309 0.0347 0.6896 0.5829 0.4935 0.3101 0.0306 0.0244 0.1108
#> [9,] 0.8555 0.9720 0.0152 0.9221 0.7502 0.7209 0.7757 0.6055 0.5021 0.4499
#> [10,] 0.8673 0.6301 0.0169 0.4591 0.3940 0.2576 0.2817 0.2641 0.2757 0.2698
#> [11,] 0.0832 0.4019 0.0055 0.2344 0.1905 0.1235 0.1717 0.2351 0.2489 0.3649
#> [12,] 0.7669 0.5081 0.0253 0.4620 0.5380 0.5375 0.3844 0.3601 0.7402 0.7761
#> [13,] 0.6613 0.8028 0.0650 0.4200 0.5192 0.6962 0.5792 0.8889 0.7863 0.7133
#> [14,] 0.6941 0.6985 0.0191 0.8660 0.5930 0.3664 0.6750 0.8697 0.7837 0.7552
#> [15,] 0.2457 0.0716 0.0378 0.0613 0.1816 0.4493 0.5976 0.3785 0.2495 0.5771
#> [16,] 0.3788 0.4488 0.0819 0.6281 0.7449 0.7328 0.7704 0.7870 0.6048 0.5860
#> [17,] 0.5356 0.7124 0.0299 0.6291 0.4756 0.6015 0.7208 0.6234 0.5725 0.7523
#> [18,] 0.8357 0.9631 0.0138 0.9619 0.9236 0.8903 0.9708 0.9647 0.7892 0.5307
#> [19,] 0.4926 0.4992 0.0599 0.4161 0.1631 0.0404 0.0637 0.2962 0.3609 0.1866
#> [20,] 0.6172 0.8635 0.0288 0.6592 0.4770 0.4983 0.3330 0.3076 0.2876 0.2226
#> [21,] 0.8913 0.8610 0.0324 0.8063 0.5540 0.2446 0.3459 0.1615 0.2467 0.5564
#> [22,] 0.7862 0.5652 0.0291 0.3635 0.3534 0.3865 0.3370 0.1693 0.2627 0.3195
#> [23,] 0.5487 0.4720 0.0058 0.6235 0.3851 0.1590 0.3891 0.5294 0.3504 0.4480
#> [24,] 0.5669 0.5726 0.0049 0.4877 0.7532 0.7600 0.5185 0.4120 0.5560 0.5569
#> [25,] 0.7143 0.5605 0.0533 0.3728 0.2481 0.1921 0.1386 0.3325 0.2883 0.3228
#> [26,] 0.6540 0.7802 0.0398 0.7575 0.5836 0.6316 0.8108 0.9039 0.8647 0.6695
#> [27,] 0.8833 1.0000 0.0270 0.8296 0.6601 0.5499 0.5716 0.6859 0.6825 0.5142
#> [28,] 0.9228 0.8387 0.0196 0.7238 0.6292 0.5181 0.4629 0.5255 0.5147 0.3929
#> [29,] 0.7560 0.7466 0.0206 0.6387 0.4846 0.3328 0.5356 0.8741 0.8573 0.6718
#> [30,] 0.7321 0.8534 0.0056 1.0000 0.8448 0.6354 0.6308 0.6211 0.6976 0.5868
#> [31,] 0.7887 0.8725 0.0415 0.9376 0.8920 0.7508 0.6832 0.7610 0.9017 1.0000
#> [32,] 0.9401 0.9379 0.0217 0.8575 0.7284 0.6700 0.7547 0.8773 0.9919 0.9922
#> [33,] 0.3650 0.6685 0.0388 0.8659 0.8052 0.4082 0.3379 0.5092 0.6776 0.7313
#> [34,] 0.5897 0.3037 0.0397 0.0823 0.2787 0.7241 0.8032 0.8050 0.7676 0.7468
#> [35,] 0.4195 0.2990 0.0202 0.1354 0.2438 0.5624 0.5555 0.6963 0.7298 0.7022
#> [36,] 0.4402 0.4056 0.0232 0.4411 0.5130 0.5965 0.7272 0.6539 0.5902 0.5393
#> [37,] 0.6008 0.5437 0.0623 0.5387 0.5619 0.5141 0.6084 0.5621 0.5956 0.6078
#> [38,] 0.6404 0.3308 0.0308 0.3425 0.4920 0.4592 0.3034 0.4366 0.5175 0.5122
#> [39,] 0.8564 0.6790 0.0081 0.5587 0.4147 0.2946 0.2025 0.0688 0.1171 0.2157
#> [40,] 0.9134 0.7080 0.0257 0.6318 0.6126 0.4638 0.2797 0.1721 0.1665 0.2561
#> [41,] 0.9578 0.8642 0.0113 0.7128 0.5893 0.4323 0.2897 0.1744 0.0770 0.2297
#> [42,] 0.9071 0.8545 0.0075 0.7293 0.6499 0.6071 0.5588 0.5967 0.6275 0.5459
#> [43,] 0.9050 0.8228 0.0051 0.6986 0.5831 0.4924 0.4563 0.5159 0.5670 0.5284
#> [44,] 0.9858 0.9427 0.0242 0.8114 0.6987 0.6810 0.6591 0.6954 0.7290 0.6680
#> [45,] 0.8513 1.0000 0.0024 0.9166 0.7676 0.6177 0.5468 0.5516 0.5463 0.5515
#> [46,] 0.4855 0.5206 0.0135 0.5508 0.6102 0.5989 0.6764 0.8897 1.0000 0.9517
#> [47,] 0.6471 0.6340 0.0501 0.6107 0.7046 0.5376 0.5934 0.8443 0.9481 0.9705
#> [48,] 0.8457 0.8467 0.0137 0.7679 0.8055 0.6260 0.6545 0.8747 0.9885 0.9348
#> [49,] 0.7003 0.6825 0.0317 0.6443 0.7063 0.5373 0.6601 0.8708 0.9518 0.9605
#> [50,] 0.6897 0.9797 0.0181 1.0000 0.9546 0.8835 0.7662 0.6547 0.5447 0.4593
#> [51,] 0.6742 0.5537 0.0273 0.4638 0.3609 0.2055 0.1620 0.2092 0.3100 0.2344
#> [52,] 0.5816 0.4667 0.0068 0.3539 0.2727 0.1410 0.1863 0.2176 0.2360 0.1725
#> [53,] 0.6624 0.5564 0.0092 0.3925 0.3233 0.2054 0.1920 0.2227 0.3147 0.2268
#> [54,] 0.9134 0.6762 0.0121 0.4659 0.2895 0.2959 0.1746 0.2112 0.2569 0.2276
#> [55,] 0.7317 0.4421 0.0325 0.3244 0.4161 0.4611 0.4031 0.3000 0.2459 0.1348
#> [56,] 0.7633 0.4434 0.0466 0.3822 0.4727 0.4007 0.3381 0.3172 0.2222 0.0733
#> [57,] 0.5877 0.3474 0.0476 0.4235 0.4633 0.3410 0.2849 0.2847 0.1742 0.0549
#> [58,] 0.4492 0.4739 0.0058 0.6153 0.4929 0.3195 0.3735 0.3336 0.1052 0.0671
#> [59,] 0.4808 0.6291 0.0155 0.7152 0.6005 0.4235 0.4106 0.3992 0.1730 0.1975
#> [60,] 0.2989 0.5009 0.0392 0.6628 0.5753 0.4055 0.3746 0.3481 0.1580 0.1422
#> [61,] 0.5002 0.5578 0.0423 0.4831 0.4729 0.3318 0.3969 0.3894 0.2314 0.1036
#> [62,] 0.5014 0.3942 0.1636 0.4456 0.4072 0.0773 0.1423 0.0401 0.3597 0.6847
#> [63,] 0.5843 0.4772 0.0953 0.5201 0.4241 0.1592 0.1668 0.0588 0.3967 0.7147
#> [64,] 0.6810 0.5047 0.0382 0.5775 0.4754 0.2400 0.2779 0.1997 0.5305 0.7409
#> [65,] 0.4146 0.3495 0.0621 0.4437 0.2665 0.2024 0.1942 0.0765 0.3725 0.5843
#> [66,] 0.6124 0.4936 0.0749 0.5648 0.4906 0.1820 0.1811 0.1107 0.4603 0.6650
#> [67,] 0.6203 0.2356 0.0621 0.2595 0.6299 0.6762 0.2903 0.4393 0.8529 0.7180
#> [68,] 0.8390 1.0000 0.0347 0.8362 0.5427 0.4577 0.8067 0.6973 0.3915 0.1558
#> [69,] 0.8516 1.0000 0.0171 0.7690 0.4841 0.3717 0.6096 0.5110 0.2586 0.0916
#> [70,] 0.6385 0.7970 0.0026 0.7508 0.5517 0.2214 0.4672 0.4479 0.2297 0.3235
#> [71,] 0.5323 0.3907 0.0592 0.3456 0.4091 0.4639 0.5580 0.5727 0.6355 0.7563
#> [72,] 0.5950 0.5242 0.3059 0.4178 0.3714 0.2375 0.0863 0.1437 0.2896 0.4577
#> [73,] 0.1911 0.0408 0.1526 0.2531 0.1979 0.1891 0.2433 0.1956 0.2667 0.1340
#> [74,] 0.1835 0.2048 0.1268 0.1674 0.2767 0.3104 0.3399 0.4441 0.5046 0.2814
#> [75,] 0.0284 0.1008 0.0653 0.2636 0.2694 0.2930 0.2925 0.3998 0.3660 0.3172
#> [76,] 0.4307 0.4399 0.0449 0.3833 0.3032 0.3035 0.3197 0.2292 0.2131 0.2347
#> [77,] 0.4099 0.4540 0.0474 0.4124 0.3139 0.3194 0.3692 0.3776 0.4469 0.4777
#> [78,] 0.3269 0.3108 0.0708 0.2554 0.3367 0.4465 0.5000 0.5111 0.5194 0.4619
#> [79,] 0.4454 0.3707 0.0656 0.2891 0.2185 0.1711 0.3578 0.3947 0.2867 0.2401
#> [80,] 0.3519 0.3168 0.0447 0.3346 0.2056 0.1032 0.3168 0.4040 0.4282 0.4538
#> [81,] 0.9745 0.8962 0.0298 0.7196 0.5462 0.3156 0.2525 0.1969 0.2189 0.1533
#> [82,] 0.8798 0.7720 0.0223 0.5711 0.4264 0.2860 0.3114 0.2066 0.1165 0.0185
#> [83,] 0.9128 0.7811 0.0239 0.6018 0.3765 0.3300 0.2280 0.0212 0.1117 0.1788
#> [84,] 0.9076 0.7306 0.0277 0.5758 0.4469 0.3719 0.2079 0.0955 0.0488 0.1406
#> [85,] 0.8105 0.6828 0.0341 0.5572 0.4301 0.3339 0.2035 0.0798 0.0809 0.1525
#> [86,] 0.7104 0.6320 0.1000 0.5667 0.3501 0.2447 0.1698 0.3290 0.3674 0.2331
#> [87,] 0.4548 0.4732 0.0120 0.3391 0.2747 0.0978 0.0477 0.1403 0.1834 0.2148
#> [88,] 0.3388 0.4832 0.0628 0.3822 0.3075 0.1267 0.0743 0.1510 0.1906 0.1817
#> [89,] 0.2649 0.4565 0.0866 0.6502 0.2848 0.3296 0.5370 0.6627 0.8626 0.8547
#> [90,] 0.3451 0.3777 0.0629 0.5213 0.2316 0.3335 0.4781 0.6116 0.6705 0.7375
#> [91,] 0.6134 0.5807 0.0257 0.6925 0.3825 0.4303 0.7791 0.8703 1.0000 0.9212
#> [92,] 0.5908 0.4564 0.1136 0.7334 0.1969 0.2790 0.6212 0.8681 0.8621 0.9380
#> [93,] 0.6139 0.5470 0.0926 0.8474 0.5638 0.5443 0.5086 0.6253 0.8497 0.8406
#> [94,] 0.3444 0.4239 0.0833 0.4182 0.4393 0.1162 0.4336 0.6553 0.6172 0.4373
#> [95,] 0.5363 0.7649 0.1665 0.5250 0.5101 0.4219 0.4160 0.1906 0.0223 0.4219
#> [96,] 0.8388 0.9031 0.0622 0.8607 0.9656 0.9168 0.7132 0.6898 0.7310 0.4134
#> [97,] 0.6988 0.7626 0.0992 0.7025 0.7382 0.7446 0.7927 0.5227 0.3967 0.3042
#> [98,] 0.8375 0.3869 0.1112 0.5051 0.5455 0.4241 0.1534 0.4950 0.6983 0.7109
#> [99,] 0.7278 0.7591 0.0577 0.6579 0.7514 0.6666 0.4903 0.5962 0.6552 0.4014
#> [100,] 0.6896 0.3372 0.0737 0.6405 0.7138 0.8202 0.6657 0.5254 0.2960 0.0704
#> [101,] 0.5976 0.4301 0.0334 0.2058 0.1000 0.2247 0.2308 0.3977 0.3317 0.1726
#> [102,] 0.0598 0.2722 0.0115 0.3616 0.3293 0.4855 0.3936 0.1845 0.0342 0.2489
#> [103,] 0.3042 0.1881 0.0170 0.3960 0.2286 0.3544 0.4187 0.2398 0.1847 0.3760
#> [104,] 0.6196 0.7171 0.0416 0.6316 0.3554 0.2897 0.4316 0.3791 0.2421 0.0944
#> [105,] 0.8487 0.8213 0.0279 0.5962 0.2950 0.2758 0.2885 0.1893 0.1446 0.0955
#> [106,] 0.9060 0.8528 0.0274 0.9087 0.9657 0.9306 0.7774 0.6643 0.6604 0.6884
#> [107,] 0.9349 0.9348 0.0289 1.0000 0.9308 0.8478 0.7605 0.7040 0.7539 0.7990
#> [108,] 0.9957 0.9328 0.0547 0.9344 0.8854 0.7690 0.6865 0.6390 0.6378 0.6629
#> [109,] 0.6779 0.5368 0.0346 0.5207 0.5651 0.5749 0.5250 0.4255 0.3330 0.2331
#> [110,] 0.3036 0.0144 0.0089 0.2526 0.4335 0.4918 0.5409 0.5961 0.5248 0.3777
#> [111,] 0.4636 0.6409 0.0202 0.7405 0.8069 0.8420 1.0000 0.9536 0.6755 0.3905
#> [112,] 1.0000 0.8247 0.0116 0.5441 0.3349 0.0877 0.1600 0.4169 0.6576 0.7390
#> [113,] 0.9649 0.8747 0.0289 0.6257 0.2184 0.2945 0.3645 0.5012 0.7843 0.9361
#> [114,] 0.8645 0.7220 0.0178 0.4850 0.1357 0.2951 0.4715 0.6036 0.8083 0.9870
#> [115,] 0.8411 0.5793 0.0408 0.3754 0.3485 0.4639 0.6495 0.6901 0.5666 0.5188
#> [116,] 0.9238 0.8519 0.0476 0.7722 0.5772 0.5190 0.6824 0.6220 0.5054 0.3578
#> [117,] 0.6090 0.5112 0.0386 0.4000 0.0482 0.1852 0.2186 0.1436 0.1757 0.1428
#> [118,] 0.6957 0.4536 0.0291 0.3281 0.2522 0.3964 0.4154 0.3308 0.1445 0.1923
#> [119,] 0.7360 0.4158 0.0453 0.2918 0.3280 0.3690 0.3450 0.2863 0.0864 0.3724
#> [120,] 0.7834 0.9619 0.0446 1.0000 0.8086 0.5558 0.5409 0.4988 0.3108 0.2897
#> [121,] 0.9509 0.8348 0.0433 0.5730 0.4363 0.4289 0.4240 0.3156 0.1287 0.1477
#> [122,] 0.9187 0.8005 0.0709 0.6713 0.5632 0.7332 0.6038 0.2575 0.0349 0.1799
#> [123,] 0.9941 0.8793 0.0682 0.6482 0.5876 0.6408 0.4972 0.2755 0.0300 0.3356
#> [124,] 0.9820 0.8179 0.0505 0.4848 0.3203 0.2775 0.2382 0.2911 0.1675 0.3156
#> [125,] 0.9458 1.0000 0.0103 0.8425 0.5524 0.4795 0.5200 0.3968 0.1940 0.1519
#> [126,] 1.0000 0.9806 0.0248 0.6969 0.4973 0.5020 0.5359 0.3842 0.1848 0.1149
#> [127,] 0.9915 0.9223 0.0282 0.6981 0.6167 0.5069 0.3921 0.3524 0.2183 0.1245
#> [128,] 0.9769 0.8937 0.0380 0.7022 0.6500 0.5069 0.3903 0.3009 0.1565 0.0985
#> [129,] 0.9595 0.8722 0.0309 0.6862 0.4901 0.3280 0.3115 0.1969 0.1019 0.0317
#> [130,] 1.0000 0.9036 0.0270 0.6409 0.3857 0.2908 0.2040 0.1653 0.1769 0.1140
#> [131,] 0.9471 0.8237 0.0504 0.6252 0.4181 0.3209 0.2658 0.2196 0.1588 0.0561
#> [132,] 0.9818 0.8684 0.0367 0.6381 0.3997 0.3242 0.2835 0.2413 0.2321 0.1260
#> [133,] 0.9315 0.8326 0.0329 0.6213 0.3772 0.2822 0.2042 0.2190 0.2223 0.1327
#> [134,] 1.0000 0.7896 0.0488 0.5371 0.6472 0.6505 0.4959 0.2175 0.0990 0.0434
#> [135,] 1.0000 0.8104 0.0168 0.6199 0.6041 0.5547 0.4160 0.1472 0.0849 0.0608
#> [136,] 1.0000 0.9092 0.0298 0.7412 0.7691 0.7117 0.5304 0.2131 0.0928 0.1297
#> [137,] 1.0000 0.8630 0.0180 0.6979 0.7717 0.7305 0.5197 0.1786 0.1098 0.1446
#> [138,] 0.8297 0.7032 0.0490 0.7141 0.6893 0.4961 0.2584 0.0969 0.0776 0.0364
#> [139,] 0.7603 0.7123 0.0136 0.8358 0.7622 0.4567 0.1715 0.1549 0.1641 0.1869
#> V37 V38 V39 V4 V40 V41 V42 V43 V44 V45
#> [1,] 0.6692 0.6097 0.4943 0.0207 0.2744 0.0510 0.2834 0.2825 0.4256 0.2641
#> [2,] 0.3835 0.1057 0.1840 0.0689 0.1970 0.1674 0.0583 0.1401 0.1628 0.0621
#> [3,] 0.5408 0.8814 0.9857 0.0205 0.9167 0.6121 0.5006 0.3210 0.3202 0.4295
#> [4,] 0.3807 0.4158 0.4054 0.0174 0.3296 0.2707 0.2650 0.0723 0.1238 0.1192
#> [5,] 0.6153 0.4283 0.5479 0.1408 0.6133 0.5017 0.2377 0.1957 0.1749 0.1304
#> [6,] 0.1915 0.3930 0.4288 0.0319 0.2546 0.1151 0.2196 0.1879 0.1437 0.2146
#> [7,] 0.2463 0.2726 0.1680 0.0475 0.2792 0.2558 0.1740 0.2121 0.1099 0.0985
#> [8,] 0.1594 0.1371 0.0696 0.0070 0.0452 0.0620 0.1421 0.1597 0.1384 0.0372
#> [9,] 0.3947 0.4281 0.4427 0.0336 0.3749 0.1972 0.0511 0.0793 0.1269 0.1533
#> [10,] 0.3994 0.4576 0.3940 0.0313 0.2522 0.1782 0.1354 0.0516 0.0337 0.0894
#> [11,] 0.3382 0.1589 0.0989 0.0250 0.1089 0.1043 0.0839 0.1391 0.0819 0.0678
#> [12,] 0.3858 0.0667 0.3684 0.0489 0.6114 0.3510 0.2312 0.2195 0.3051 0.1937
#> [13,] 0.7615 0.4401 0.3009 0.0921 0.3163 0.2809 0.2898 0.0526 0.1867 0.1553
#> [14,] 0.5789 0.4713 0.1252 0.0469 0.6087 0.7322 0.5977 0.3431 0.1803 0.2378
#> [15,] 0.8852 0.8409 0.3570 0.0774 0.3133 0.6096 0.6378 0.2709 0.1419 0.1260
#> [16,] 0.6385 0.7279 0.6286 0.1252 0.5316 0.4069 0.1791 0.1625 0.2527 0.1903
#> [17,] 0.8712 0.9252 0.9709 0.0297 0.9297 0.8995 0.7911 0.5600 0.2838 0.4407
#> [18,] 0.2718 0.1953 0.1374 0.0062 0.3105 0.3790 0.4105 0.3355 0.2998 0.2748
#> [19,] 0.0476 0.1497 0.2405 0.1050 0.1980 0.3175 0.2379 0.1716 0.1559 0.1556
#> [20,] 0.0794 0.0603 0.1049 0.0394 0.0606 0.1530 0.0983 0.1643 0.1901 0.1107
#> [21,] 0.4681 0.0979 0.1582 0.0569 0.0751 0.3321 0.3745 0.2666 0.1078 0.1418
#> [22,] 0.1388 0.1048 0.1681 0.0432 0.1910 0.1174 0.0933 0.0856 0.0951 0.0986
#> [23,] 0.4041 0.5031 0.6475 0.0190 0.5493 0.3548 0.2028 0.1882 0.0845 0.1315
#> [24,] 0.1336 0.3831 0.4611 0.0581 0.4330 0.2556 0.1466 0.3489 0.2659 0.0944
#> [25,] 0.2607 0.2040 0.2396 0.0569 0.1319 0.0683 0.0334 0.0716 0.0976 0.0787
#> [26,] 0.4027 0.2370 0.2685 0.0359 0.3662 0.3267 0.2200 0.2996 0.2205 0.1163
#> [27,] 0.2750 0.1358 0.1551 0.0481 0.2646 0.1994 0.1883 0.2746 0.1651 0.0575
#> [28,] 0.1279 0.0411 0.0859 0.0206 0.1131 0.1306 0.1757 0.2648 0.1955 0.0656
#> [29,] 0.3446 0.3150 0.2702 0.0505 0.2598 0.2742 0.3594 0.4382 0.2460 0.0758
#> [30,] 0.4889 0.3683 0.2043 0.0064 0.1469 0.2220 0.1449 0.1490 0.1211 0.1144
#> [31,] 0.9123 0.7388 0.5915 0.0286 0.4057 0.3019 0.2331 0.2931 0.2298 0.2391
#> [32,] 0.9419 0.8388 0.6605 0.0339 0.4816 0.2917 0.1769 0.1136 0.0701 0.1578
#> [33,] 0.6062 0.7040 0.8849 0.0239 0.8979 0.7751 0.7247 0.7733 0.7762 0.6009
#> [34,] 0.6253 0.1730 0.2916 0.0604 0.5003 0.5220 0.4824 0.4004 0.3877 0.1651
#> [35,] 0.5468 0.1421 0.4738 0.0889 0.6410 0.4375 0.3178 0.2377 0.2808 0.1374
#> [36,] 0.4897 0.4081 0.4145 0.0225 0.6003 0.7196 0.6633 0.6287 0.4087 0.3212
#> [37,] 0.5025 0.2829 0.0477 0.0600 0.2811 0.3422 0.5147 0.4372 0.2470 0.1708
#> [38,] 0.4746 0.4902 0.4603 0.0311 0.4460 0.4196 0.2873 0.2296 0.0949 0.0095
#> [39,] 0.2216 0.2776 0.2309 0.0230 0.1444 0.1513 0.1745 0.1756 0.1424 0.0908
#> [40,] 0.2735 0.3209 0.2724 0.0062 0.1880 0.1552 0.2522 0.2121 0.1801 0.1473
#> [41,] 0.2459 0.3101 0.3312 0.0263 0.2220 0.0871 0.2064 0.1808 0.1624 0.1120
#> [42,] 0.4786 0.3965 0.2087 0.0097 0.1651 0.1836 0.0652 0.0758 0.0486 0.0353
#> [43,] 0.5144 0.3742 0.2282 0.0289 0.1193 0.1088 0.0431 0.1070 0.0583 0.0046
#> [44,] 0.5917 0.4899 0.3439 0.0445 0.2366 0.1716 0.1013 0.0766 0.0845 0.0260
#> [45,] 0.4561 0.3466 0.3384 0.0058 0.2853 0.2502 0.1641 0.1605 0.1491 0.1326
#> [46,] 0.8459 0.7073 0.6697 0.0494 0.6326 0.5102 0.4161 0.2816 0.1705 0.1421
#> [47,] 0.7766 0.6313 0.5760 0.0285 0.6148 0.5450 0.4813 0.3406 0.1916 0.1134
#> [48,] 0.6960 0.5733 0.5872 0.0084 0.6663 0.5651 0.5247 0.3684 0.1997 0.1512
#> [49,] 0.7712 0.6772 0.6431 0.0293 0.6720 0.6035 0.5155 0.3802 0.2278 0.1522
#> [50,] 0.4679 0.1987 0.0699 0.0406 0.1493 0.1713 0.1654 0.2600 0.3846 0.3754
#> [51,] 0.1058 0.0383 0.0528 0.0139 0.1291 0.2241 0.1915 0.1587 0.0942 0.0840
#> [52,] 0.0589 0.0621 0.1847 0.0108 0.2452 0.2984 0.3041 0.2275 0.1480 0.1102
#> [53,] 0.0795 0.0748 0.1166 0.0387 0.1969 0.2619 0.2507 0.1983 0.0948 0.0931
#> [54,] 0.2149 0.1601 0.0371 0.0378 0.0117 0.0488 0.0288 0.0597 0.0431 0.0369
#> [55,] 0.2541 0.2255 0.1598 0.0239 0.1485 0.0845 0.0569 0.0855 0.1262 0.1153
#> [56,] 0.2692 0.1888 0.0712 0.0440 0.1062 0.0694 0.0300 0.0893 0.1459 0.1348
#> [57,] 0.1192 0.1154 0.0855 0.0539 0.1811 0.1264 0.0799 0.0378 0.1268 0.1125
#> [58,] 0.0379 0.0461 0.1694 0.0460 0.2169 0.1677 0.0644 0.0159 0.0778 0.0653
#> [59,] 0.2370 0.1339 0.1583 0.0489 0.3151 0.1968 0.2054 0.1272 0.1129 0.1946
#> [60,] 0.2130 0.1866 0.1003 0.0236 0.2396 0.2241 0.2029 0.0710 0.1606 0.1669
#> [61,] 0.1312 0.0864 0.2569 0.0350 0.3179 0.2649 0.2714 0.1713 0.0584 0.1230
#> [62,] 0.7076 0.3597 0.0612 0.1421 0.3027 0.3966 0.3868 0.2380 0.2059 0.2288
#> [63,] 0.7319 0.3509 0.0589 0.0824 0.2690 0.4200 0.3874 0.2440 0.2000 0.2307
#> [64,] 0.7775 0.4424 0.1416 0.0203 0.3508 0.4482 0.4208 0.3054 0.2235 0.2611
#> [65,] 0.4827 0.2347 0.0999 0.0560 0.3244 0.3990 0.2975 0.1684 0.1761 0.1683
#> [66,] 0.6423 0.2166 0.1951 0.0519 0.4947 0.4925 0.4041 0.2402 0.1392 0.1779
#> [67,] 0.4801 0.5856 0.4993 0.0518 0.2866 0.0601 0.1167 0.2737 0.2812 0.2078
#> [68,] 0.1598 0.2161 0.5178 0.0456 0.4782 0.2344 0.3599 0.2785 0.1807 0.0352
#> [69,] 0.0947 0.2287 0.3480 0.0228 0.2095 0.1901 0.2941 0.2211 0.1524 0.0746
#> [70,] 0.4480 0.5581 0.6520 0.0141 0.5354 0.2478 0.2268 0.1788 0.0898 0.0536
#> [71,] 0.6903 0.6176 0.5379 0.1270 0.5622 0.6508 0.4797 0.3736 0.2804 0.1982
#> [72,] 0.3725 0.3372 0.3803 0.4264 0.4181 0.3603 0.2711 0.1653 0.1951 0.2811
#> [73,] 0.1073 0.2023 0.1794 0.1229 0.0227 0.1313 0.1775 0.1549 0.1626 0.0708
#> [74,] 0.1681 0.2633 0.3198 0.1498 0.1933 0.0934 0.0443 0.0780 0.0722 0.0405
#> [75,] 0.4609 0.4374 0.1820 0.0521 0.3376 0.6202 0.4448 0.1863 0.1420 0.0589
#> [76,] 0.3201 0.4455 0.3655 0.1096 0.2715 0.1747 0.1781 0.2199 0.1056 0.0573
#> [77,] 0.4716 0.4664 0.3893 0.0818 0.4255 0.4064 0.3712 0.3863 0.2802 0.1283
#> [78,] 0.4234 0.4372 0.4277 0.0618 0.4433 0.3700 0.3324 0.2564 0.2527 0.2137
#> [79,] 0.3619 0.3314 0.3763 0.0229 0.4767 0.4059 0.3661 0.2320 0.1450 0.1017
#> [80,] 0.3704 0.3741 0.3839 0.0844 0.3494 0.4380 0.4265 0.2854 0.2808 0.2395
#> [81,] 0.0711 0.1498 0.1755 0.0210 0.2276 0.1322 0.1056 0.1973 0.1692 0.1881
#> [82,] 0.1302 0.2480 0.1637 0.0749 0.1103 0.2144 0.2033 0.1887 0.1370 0.1376
#> [83,] 0.2373 0.2843 0.2241 0.0441 0.2715 0.3363 0.2546 0.1867 0.2160 0.1278
#> [84,] 0.2554 0.2054 0.1614 0.0760 0.2232 0.1773 0.2293 0.2521 0.1464 0.0673
#> [85,] 0.2626 0.2456 0.1980 0.0247 0.2412 0.2409 0.1901 0.2077 0.1767 0.1119
#> [86,] 0.2413 0.2556 0.1892 0.0428 0.1940 0.3074 0.2785 0.0308 0.1238 0.1854
#> [87,] 0.1271 0.1912 0.3391 0.0768 0.3444 0.2369 0.1195 0.2665 0.2587 0.1393
#> [88,] 0.1709 0.0946 0.2829 0.0534 0.3006 0.1602 0.1483 0.2875 0.2047 0.1064
#> [89,] 0.7848 0.9016 0.8827 0.0358 0.6086 0.2810 0.0906 0.1177 0.2694 0.5214
#> [90,] 0.7356 0.7792 0.6788 0.0608 0.5259 0.2762 0.1545 0.2019 0.2231 0.4221
#> [91,] 0.9386 0.9303 0.7314 0.0837 0.4791 0.2087 0.2016 0.1669 0.2872 0.4374
#> [92,] 0.8327 0.9480 0.6721 0.1203 0.4436 0.5163 0.3809 0.1557 0.1449 0.2662
#> [93,] 0.8420 0.9136 0.7713 0.1234 0.4882 0.3724 0.4469 0.4586 0.4491 0.5616
#> [94,] 0.4118 0.3641 0.4572 0.0813 0.4367 0.2964 0.4312 0.4155 0.1824 0.1487
#> [95,] 0.5496 0.2483 0.2034 0.1496 0.2729 0.2837 0.4463 0.3178 0.0807 0.1192
#> [96,] 0.1580 0.1819 0.1381 0.0415 0.2960 0.6935 0.8246 0.5351 0.4403 0.6448
#> [97,] 0.1309 0.2408 0.1780 0.1021 0.1598 0.5657 0.6443 0.4241 0.4567 0.5760
#> [98,] 0.5647 0.4870 0.5515 0.1085 0.4433 0.5250 0.6075 0.5251 0.1359 0.4268
#> [99,] 0.1188 0.3245 0.3107 0.0627 0.1354 0.5109 0.7988 0.7517 0.5508 0.5858
#> [100,] 0.0970 0.3941 0.6028 0.1132 0.3521 0.3924 0.4808 0.4602 0.4164 0.5438
#> [101,] 0.1429 0.2168 0.1967 0.0818 0.2140 0.3674 0.2023 0.0778 0.0925 0.2388
#> [102,] 0.3837 0.3514 0.2654 0.0445 0.1760 0.1599 0.0866 0.0590 0.0813 0.0492
#> [103,] 0.4331 0.3626 0.2519 0.0226 0.1870 0.1046 0.2339 0.1991 0.1100 0.0684
#> [104,] 0.0351 0.0844 0.0436 0.0547 0.1130 0.2045 0.1937 0.0834 0.1502 0.1675
#> [105,] 0.0888 0.0836 0.0894 0.0583 0.1547 0.2318 0.2225 0.1035 0.1721 0.2017
#> [106,] 0.6938 0.5932 0.5774 0.0232 0.6223 0.5841 0.4527 0.4911 0.5762 0.5013
#> [107,] 0.7673 0.5955 0.4731 0.0713 0.4840 0.4340 0.3954 0.4837 0.5379 0.4485
#> [108,] 0.5983 0.4565 0.3129 0.0681 0.4158 0.4325 0.4031 0.4201 0.4557 0.3955
#> [109,] 0.1451 0.1648 0.2694 0.0346 0.3730 0.4467 0.4133 0.3743 0.3021 0.2069
#> [110,] 0.2369 0.1720 0.1878 0.0061 0.3250 0.2575 0.2423 0.2706 0.2323 0.1724
#> [111,] 0.1249 0.3629 0.6356 0.0386 0.8116 0.7664 0.5417 0.2614 0.1723 0.2814
#> [112,] 0.7963 0.7493 0.6795 0.0082 0.4713 0.2355 0.1704 0.2728 0.4016 0.4125
#> [113,] 0.8195 0.6207 0.4513 0.0195 0.3004 0.2674 0.2241 0.3141 0.3693 0.2986
#> [114,] 0.8800 0.6411 0.4276 0.0363 0.2702 0.2642 0.3342 0.4335 0.4542 0.3960
#> [115,] 0.5060 0.3885 0.3762 0.0633 0.3738 0.2605 0.1591 0.1875 0.2267 0.1577
#> [116,] 0.3809 0.3813 0.3359 0.0698 0.2771 0.3648 0.3834 0.3453 0.2096 0.1031
#> [117,] 0.1644 0.3089 0.3648 0.0627 0.4441 0.3859 0.2813 0.1238 0.0953 0.1201
#> [118,] 0.3208 0.3367 0.5683 0.0301 0.5505 0.3231 0.0448 0.3131 0.3387 0.4130
#> [119,] 0.4649 0.3488 0.1817 0.0333 0.1142 0.1220 0.2621 0.4461 0.4726 0.3263
#> [120,] 0.2244 0.0960 0.2287 0.0551 0.3228 0.3454 0.3882 0.3240 0.0926 0.1173
#> [121,] 0.2062 0.2400 0.5173 0.0191 0.5168 0.1491 0.2407 0.3415 0.4494 0.4624
#> [122,] 0.3039 0.4760 0.5756 0.0108 0.4254 0.5046 0.7179 0.6163 0.5663 0.5749
#> [123,] 0.3167 0.4133 0.6281 0.0688 0.4977 0.2613 0.4697 0.4806 0.4921 0.5294
#> [124,] 0.1869 0.3391 0.5993 0.0707 0.4124 0.1181 0.3651 0.4655 0.4777 0.3517
#> [125,] 0.2010 0.1736 0.1029 0.0566 0.2244 0.3717 0.4449 0.3939 0.2030 0.2010
#> [126,] 0.1570 0.1311 0.1583 0.0237 0.2631 0.3103 0.4512 0.3785 0.1269 0.1459
#> [127,] 0.1592 0.1626 0.2356 0.0596 0.2483 0.2437 0.2715 0.1184 0.1157 0.1449
#> [128,] 0.2200 0.2243 0.2736 0.0128 0.2152 0.2438 0.3154 0.2112 0.0991 0.0594
#> [129,] 0.0756 0.0907 0.1066 0.0375 0.1380 0.0665 0.1475 0.2470 0.2788 0.2709
#> [130,] 0.0740 0.0941 0.0621 0.0450 0.0426 0.0572 0.1068 0.1909 0.2229 0.2203
#> [131,] 0.0948 0.1700 0.1215 0.0250 0.1282 0.0386 0.1329 0.2331 0.2468 0.1960
#> [132,] 0.0693 0.0701 0.1439 0.0225 0.1475 0.0438 0.0469 0.1476 0.1742 0.1555
#> [133,] 0.0521 0.0618 0.1416 0.0078 0.1460 0.0846 0.1055 0.1639 0.1916 0.2085
#> [134,] 0.1708 0.1979 0.1880 0.0848 0.1108 0.1702 0.0585 0.0638 0.1391 0.0638
#> [135,] 0.0969 0.1411 0.1676 0.0177 0.1200 0.1201 0.1036 0.1977 0.1339 0.0902
#> [136,] 0.1159 0.1226 0.1768 0.0564 0.0345 0.1562 0.0824 0.1149 0.1694 0.0954
#> [137,] 0.1066 0.1440 0.1929 0.0292 0.0325 0.1490 0.0328 0.0537 0.1309 0.0910
#> [138,] 0.1572 0.1823 0.1349 0.0608 0.0849 0.0492 0.1367 0.1552 0.1548 0.1319
#> [139,] 0.2655 0.1713 0.0959 0.0272 0.0768 0.0847 0.2076 0.2505 0.1862 0.1439
#> V46 V47 V48 V49 V5 V50 V51 V52 V53 V54
#> [1,] 0.1386 0.1051 0.1343 0.0383 0.0954 0.0324 0.0232 0.0027 0.0065 0.0159
#> [2,] 0.0203 0.0530 0.0742 0.0409 0.1183 0.0061 0.0125 0.0084 0.0089 0.0048
#> [3,] 0.3654 0.2655 0.1576 0.0681 0.0205 0.0294 0.0241 0.0121 0.0036 0.0150
#> [4,] 0.1089 0.0623 0.0494 0.0264 0.0384 0.0081 0.0104 0.0045 0.0014 0.0038
#> [5,] 0.0597 0.1124 0.1047 0.0507 0.1674 0.0159 0.0195 0.0201 0.0248 0.0131
#> [6,] 0.2360 0.1125 0.0254 0.0285 0.1158 0.0178 0.0052 0.0081 0.0120 0.0045
#> [7,] 0.1271 0.1459 0.1164 0.0777 0.0647 0.0439 0.0061 0.0145 0.0128 0.0145
#> [8,] 0.0688 0.0867 0.0513 0.0092 0.0187 0.0198 0.0118 0.0090 0.0223 0.0179
#> [9,] 0.0690 0.0402 0.0534 0.0228 0.0310 0.0073 0.0062 0.0062 0.0120 0.0052
#> [10,] 0.0861 0.0872 0.0445 0.0134 0.0358 0.0217 0.0188 0.0133 0.0265 0.0224
#> [11,] 0.0663 0.1202 0.0692 0.0152 0.0344 0.0266 0.0174 0.0176 0.0127 0.0088
#> [12,] 0.1570 0.0479 0.0538 0.0146 0.1197 0.0068 0.0187 0.0059 0.0095 0.0194
#> [13,] 0.1633 0.1252 0.0748 0.0452 0.1615 0.0064 0.0154 0.0031 0.0153 0.0071
#> [14,] 0.3424 0.2303 0.0689 0.0216 0.0737 0.0469 0.0426 0.0346 0.0158 0.0154
#> [15,] 0.1288 0.0790 0.0829 0.0520 0.1388 0.0216 0.0360 0.0331 0.0131 0.0120
#> [16,] 0.1643 0.0604 0.0209 0.0436 0.1783 0.0175 0.0107 0.0193 0.0118 0.0064
#> [17,] 0.5507 0.4331 0.2905 0.1981 0.0652 0.0779 0.0396 0.0173 0.0149 0.0115
#> [18,] 0.2024 0.1043 0.0453 0.0337 0.0133 0.0122 0.0072 0.0108 0.0070 0.0063
#> [19,] 0.0422 0.0493 0.0476 0.0219 0.1163 0.0059 0.0086 0.0061 0.0015 0.0084
#> [20,] 0.1917 0.1467 0.0392 0.0356 0.0630 0.0270 0.0168 0.0102 0.0122 0.0044
#> [21,] 0.1687 0.0738 0.0634 0.0144 0.0330 0.0226 0.0061 0.0162 0.0146 0.0093
#> [22,] 0.0956 0.0426 0.0407 0.0106 0.0951 0.0179 0.0056 0.0236 0.0114 0.0136
#> [23,] 0.1590 0.0562 0.0617 0.0343 0.0319 0.0370 0.0261 0.0157 0.0074 0.0271
#> [24,] 0.1370 0.1344 0.0416 0.0719 0.0278 0.0637 0.0210 0.0204 0.0216 0.0135
#> [25,] 0.0522 0.0500 0.0231 0.0221 0.0647 0.0144 0.0307 0.0386 0.0147 0.0018
#> [26,] 0.0635 0.0465 0.0422 0.0174 0.0681 0.0172 0.0134 0.0141 0.0191 0.0145
#> [27,] 0.0695 0.0598 0.0456 0.0021 0.0679 0.0068 0.0036 0.0022 0.0032 0.0060
#> [28,] 0.0580 0.0319 0.0301 0.0272 0.0180 0.0074 0.0149 0.0125 0.0134 0.0026
#> [29,] 0.0187 0.0797 0.0748 0.0367 0.0657 0.0155 0.0300 0.0112 0.0112 0.0102
#> [30,] 0.0791 0.0365 0.0152 0.0085 0.0260 0.0120 0.0022 0.0069 0.0064 0.0129
#> [31,] 0.1910 0.1096 0.0300 0.0171 0.0121 0.0383 0.0053 0.0090 0.0042 0.0153
#> [32,] 0.1938 0.1106 0.0693 0.0176 0.0305 0.0205 0.0309 0.0212 0.0091 0.0056
#> [33,] 0.4514 0.3096 0.1859 0.0956 0.1315 0.0206 0.0206 0.0096 0.0153 0.0096
#> [34,] 0.0442 0.0663 0.0418 0.0475 0.0496 0.0235 0.0066 0.0062 0.0129 0.0184
#> [35,] 0.1136 0.1034 0.0688 0.0422 0.1570 0.0117 0.0070 0.0167 0.0127 0.0138
#> [36,] 0.2518 0.1482 0.0988 0.0317 0.0179 0.0269 0.0066 0.0008 0.0045 0.0024
#> [37,] 0.1343 0.0838 0.0755 0.0304 0.1397 0.0074 0.0069 0.0025 0.0103 0.0074
#> [38,] 0.0527 0.0383 0.0107 0.0108 0.0085 0.0077 0.0109 0.0062 0.0028 0.0040
#> [39,] 0.0138 0.0469 0.0480 0.0159 0.0586 0.0045 0.0015 0.0052 0.0038 0.0079
#> [40,] 0.0681 0.1091 0.0919 0.0397 0.0130 0.0093 0.0076 0.0065 0.0072 0.0108
#> [41,] 0.0815 0.1117 0.0950 0.0412 0.0097 0.0120 0.0048 0.0049 0.0041 0.0036
#> [42,] 0.0297 0.0241 0.0379 0.0119 0.0445 0.0073 0.0051 0.0034 0.0129 0.0100
#> [43,] 0.0473 0.0408 0.0290 0.0192 0.0561 0.0094 0.0025 0.0037 0.0084 0.0102
#> [44,] 0.0333 0.0205 0.0309 0.0101 0.0667 0.0095 0.0047 0.0072 0.0054 0.0022
#> [45,] 0.0687 0.0602 0.0561 0.0306 0.0197 0.0154 0.0029 0.0048 0.0023 0.0020
#> [46,] 0.0971 0.0879 0.0863 0.0355 0.0253 0.0233 0.0252 0.0043 0.0048 0.0076
#> [47,] 0.0640 0.0911 0.0980 0.0563 0.0262 0.0187 0.0088 0.0042 0.0175 0.0171
#> [48,] 0.0508 0.0931 0.0982 0.0524 0.0305 0.0188 0.0100 0.0038 0.0187 0.0156
#> [49,] 0.0801 0.0804 0.0752 0.0566 0.0820 0.0175 0.0058 0.0091 0.0160 0.0160
#> [50,] 0.2414 0.1077 0.0224 0.0155 0.0391 0.0187 0.0125 0.0028 0.0067 0.0120
#> [51,] 0.0670 0.0342 0.0469 0.0357 0.0357 0.0136 0.0082 0.0140 0.0044 0.0052
#> [52,] 0.1178 0.0608 0.0333 0.0276 0.0217 0.0100 0.0023 0.0069 0.0025 0.0027
#> [53,] 0.0965 0.0381 0.0435 0.0336 0.0530 0.0055 0.0079 0.0119 0.0055 0.0035
#> [54,] 0.0025 0.0327 0.0257 0.0182 0.0679 0.0108 0.0124 0.0077 0.0023 0.0117
#> [55,] 0.0570 0.0426 0.0425 0.0235 0.0807 0.0006 0.0188 0.0127 0.0081 0.0067
#> [56,] 0.0391 0.0546 0.0469 0.0201 0.0657 0.0095 0.0155 0.0091 0.0151 0.0080
#> [57,] 0.0505 0.0949 0.0677 0.0259 0.0794 0.0170 0.0033 0.0150 0.0111 0.0032
#> [58,] 0.0210 0.0509 0.0387 0.0262 0.0752 0.0101 0.0161 0.0029 0.0078 0.0114
#> [59,] 0.2195 0.1930 0.1498 0.0773 0.0839 0.0196 0.0122 0.0130 0.0073 0.0077
#> [60,] 0.1700 0.1829 0.1403 0.0506 0.1081 0.0224 0.0095 0.0031 0.0103 0.0078
#> [61,] 0.2200 0.2198 0.1074 0.0423 0.1787 0.0162 0.0093 0.0046 0.0044 0.0078
#> [62,] 0.1704 0.1587 0.1792 0.1022 0.1130 0.0151 0.0223 0.0110 0.0071 0.0205
#> [63,] 0.1886 0.1960 0.1701 0.1366 0.0249 0.0398 0.0143 0.0093 0.0033 0.0113
#> [64,] 0.2798 0.2392 0.2021 0.1326 0.0385 0.0358 0.0128 0.0172 0.0138 0.0079
#> [65,] 0.0729 0.1190 0.1297 0.0748 0.1129 0.0067 0.0255 0.0113 0.0108 0.0085
#> [66,] 0.1946 0.1723 0.1522 0.0929 0.0227 0.0179 0.0242 0.0083 0.0037 0.0095
#> [67,] 0.0660 0.0491 0.0345 0.0172 0.1072 0.0287 0.0027 0.0208 0.0048 0.0199
#> [68,] 0.0473 0.0322 0.0408 0.0163 0.0067 0.0088 0.0121 0.0067 0.0032 0.0109
#> [69,] 0.0606 0.0692 0.0446 0.0344 0.0434 0.0082 0.0108 0.0149 0.0077 0.0036
#> [70,] 0.0374 0.0990 0.0956 0.0317 0.0421 0.0142 0.0076 0.0223 0.0255 0.0145
#> [71,] 0.2438 0.1789 0.1706 0.0762 0.1772 0.0238 0.0268 0.0081 0.0129 0.0161
#> [72,] 0.2246 0.1921 0.1500 0.0665 0.4010 0.0193 0.0156 0.0362 0.0210 0.0154
#> [73,] 0.0129 0.0795 0.0762 0.0117 0.1437 0.0061 0.0257 0.0089 0.0262 0.0108
#> [74,] 0.0553 0.1081 0.1139 0.0767 0.1436 0.0265 0.0215 0.0331 0.0111 0.0088
#> [75,] 0.0576 0.0672 0.0269 0.0245 0.0611 0.0190 0.0063 0.0321 0.0189 0.0137
#> [76,] 0.0307 0.0237 0.0470 0.0102 0.1913 0.0057 0.0031 0.0163 0.0099 0.0084
#> [77,] 0.1117 0.1303 0.0787 0.0436 0.0835 0.0224 0.0133 0.0078 0.0174 0.0176
#> [78,] 0.1789 0.1010 0.0528 0.0453 0.1215 0.0118 0.0009 0.0142 0.0179 0.0079
#> [79,] 0.1111 0.0655 0.0271 0.0244 0.0839 0.0179 0.0109 0.0147 0.0170 0.0158
#> [80,] 0.0369 0.0805 0.0541 0.0177 0.0419 0.0065 0.0222 0.0045 0.0136 0.0113
#> [81,] 0.1177 0.0779 0.0495 0.0492 0.1409 0.0194 0.0250 0.0115 0.0190 0.0055
#> [82,] 0.0307 0.0373 0.0606 0.0399 0.1364 0.0169 0.0135 0.0222 0.0175 0.0127
#> [83,] 0.0768 0.1070 0.0946 0.0636 0.0630 0.0227 0.0128 0.0173 0.0135 0.0114
#> [84,] 0.0965 0.1492 0.1128 0.0463 0.1218 0.0193 0.0140 0.0027 0.0068 0.0150
#> [85,] 0.0779 0.1344 0.0960 0.0598 0.0822 0.0330 0.0197 0.0189 0.0204 0.0085
#> [86,] 0.1753 0.1079 0.0728 0.0242 0.1117 0.0191 0.0159 0.0172 0.0191 0.0260
#> [87,] 0.1083 0.1383 0.1321 0.1069 0.1064 0.0325 0.0316 0.0057 0.0159 0.0085
#> [88,] 0.1395 0.1065 0.0527 0.0395 0.0255 0.0183 0.0353 0.0118 0.0063 0.0237
#> [89,] 0.4232 0.2340 0.1928 0.1092 0.0232 0.0507 0.0228 0.0099 0.0065 0.0085
#> [90,] 0.3067 0.1329 0.1349 0.1057 0.0617 0.0499 0.0206 0.0073 0.0081 0.0303
#> [91,] 0.3097 0.1578 0.0553 0.0334 0.0748 0.0209 0.0172 0.0180 0.0110 0.0234
#> [92,] 0.1806 0.1699 0.2559 0.1129 0.0403 0.0201 0.0480 0.0234 0.0175 0.0352
#> [93,] 0.4305 0.0945 0.0794 0.0274 0.1276 0.0154 0.0140 0.0455 0.0213 0.0082
#> [94,] 0.0138 0.1164 0.2052 0.1069 0.0165 0.0199 0.0208 0.0176 0.0197 0.0210
#> [95,] 0.2134 0.3241 0.2945 0.1474 0.1443 0.0211 0.0361 0.0444 0.0230 0.0290
#> [96,] 0.6214 0.3016 0.1379 0.0364 0.0995 0.0355 0.0456 0.0432 0.0274 0.0152
#> [97,] 0.5293 0.3287 0.1283 0.0698 0.0800 0.0334 0.0342 0.0459 0.0277 0.0172
#> [98,] 0.4442 0.2193 0.0900 0.1200 0.0666 0.0628 0.0234 0.0309 0.0127 0.0082
#> [99,] 0.7292 0.5522 0.3339 0.1608 0.0635 0.0475 0.1004 0.0709 0.0317 0.0309
#> [100,] 0.5649 0.3195 0.2484 0.1299 0.2482 0.0825 0.0243 0.0210 0.0361 0.0239
#> [101,] 0.3400 0.2594 0.1102 0.0911 0.0740 0.0462 0.0171 0.0033 0.0050 0.0190
#> [102,] 0.0417 0.0495 0.0367 0.0115 0.0427 0.0118 0.0133 0.0096 0.0014 0.0049
#> [103,] 0.0303 0.0674 0.0785 0.0455 0.0410 0.0246 0.0151 0.0125 0.0036 0.0123
#> [104,] 0.1058 0.1111 0.0849 0.0596 0.0993 0.0201 0.0071 0.0104 0.0062 0.0026
#> [105,] 0.1787 0.1112 0.0398 0.0305 0.0915 0.0084 0.0039 0.0053 0.0029 0.0020
#> [106,] 0.4042 0.3123 0.2232 0.1085 0.0724 0.0414 0.0253 0.0131 0.0049 0.0104
#> [107,] 0.2674 0.1541 0.1359 0.0941 0.1075 0.0261 0.0079 0.0164 0.0120 0.0113
#> [108,] 0.2966 0.2095 0.1558 0.0884 0.0784 0.0265 0.0121 0.0091 0.0062 0.0019
#> [109,] 0.1790 0.1689 0.1341 0.0769 0.0484 0.0222 0.0205 0.0123 0.0067 0.0011
#> [110,] 0.1457 0.1175 0.0868 0.0392 0.0420 0.0131 0.0092 0.0078 0.0071 0.0081
#> [111,] 0.2764 0.1985 0.1502 0.1219 0.0752 0.0493 0.0027 0.0077 0.0026 0.0031
#> [112,] 0.3470 0.2739 0.1790 0.0922 0.0241 0.0276 0.0169 0.0081 0.0040 0.0025
#> [113,] 0.2226 0.0849 0.0359 0.0289 0.0515 0.0122 0.0045 0.0108 0.0075 0.0089
#> [114,] 0.2525 0.1084 0.0372 0.0286 0.0444 0.0099 0.0046 0.0094 0.0048 0.0047
#> [115,] 0.1211 0.0883 0.0850 0.0355 0.0596 0.0219 0.0086 0.0123 0.0060 0.0187
#> [116,] 0.0798 0.0701 0.0526 0.0241 0.1615 0.0117 0.0122 0.0122 0.0114 0.0098
#> [117,] 0.0825 0.0618 0.0141 0.0108 0.1158 0.0124 0.0104 0.0095 0.0151 0.0059
#> [118,] 0.3639 0.2069 0.0859 0.0600 0.0463 0.0267 0.0125 0.0040 0.0136 0.0137
#> [119,] 0.1423 0.0390 0.0406 0.0311 0.0185 0.0086 0.0154 0.0048 0.0025 0.0087
#> [120,] 0.0566 0.0766 0.0969 0.0588 0.0597 0.0050 0.0118 0.0146 0.0040 0.0114
#> [121,] 0.2001 0.0775 0.1232 0.0783 0.0964 0.0089 0.0249 0.0204 0.0059 0.0053
#> [122,] 0.3593 0.2526 0.2299 0.1271 0.1070 0.0356 0.0367 0.0176 0.0035 0.0093
#> [123,] 0.2216 0.1401 0.1888 0.0947 0.0887 0.0134 0.0310 0.0237 0.0078 0.0144
#> [124,] 0.0920 0.1227 0.1785 0.1085 0.1313 0.0300 0.0346 0.0167 0.0199 0.0145
#> [125,] 0.2187 0.1840 0.1477 0.0971 0.0759 0.0224 0.0151 0.0105 0.0024 0.0018
#> [126,] 0.1092 0.1485 0.1385 0.0716 0.0224 0.0176 0.0199 0.0096 0.0103 0.0093
#> [127,] 0.1883 0.1954 0.1492 0.0511 0.0462 0.0155 0.0189 0.0150 0.0060 0.0082
#> [128,] 0.1940 0.1937 0.1082 0.0336 0.0537 0.0177 0.0209 0.0134 0.0094 0.0047
#> [129,] 0.2283 0.1818 0.1185 0.0546 0.0767 0.0219 0.0204 0.0124 0.0093 0.0072
#> [130,] 0.2265 0.1766 0.1097 0.0558 0.0958 0.0142 0.0281 0.0165 0.0056 0.0010
#> [131,] 0.1985 0.1570 0.0921 0.0549 0.0596 0.0194 0.0166 0.0132 0.0027 0.0022
#> [132,] 0.1651 0.1181 0.0720 0.0321 0.0076 0.0056 0.0202 0.0141 0.0103 0.0100
#> [133,] 0.2335 0.1964 0.1300 0.0633 0.0721 0.0183 0.0137 0.0150 0.0076 0.0032
#> [134,] 0.0581 0.0641 0.1044 0.0732 0.1127 0.0275 0.0146 0.0091 0.0045 0.0043
#> [135,] 0.1085 0.1521 0.1363 0.0858 0.0393 0.0290 0.0203 0.0116 0.0098 0.0199
#> [136,] 0.0080 0.0790 0.1255 0.0647 0.0760 0.0179 0.0051 0.0061 0.0093 0.0135
#> [137,] 0.0757 0.1059 0.1005 0.0535 0.0351 0.0235 0.0155 0.0160 0.0029 0.0051
#> [138,] 0.0985 0.1258 0.0954 0.0489 0.0167 0.0241 0.0042 0.0086 0.0046 0.0126
#> [139,] 0.1470 0.0991 0.0041 0.0154 0.0214 0.0116 0.0181 0.0146 0.0129 0.0047
#> V55 V56 V57 V58 V59 V6 V60 V7 V8 V9
#> [1,] 0.0072 0.0167 0.0180 0.0084 0.0090 0.0986 0.0032 0.1539 0.1601 0.3109
#> [2,] 0.0094 0.0191 0.0140 0.0049 0.0052 0.2583 0.0044 0.2156 0.3481 0.3337
#> [3,] 0.0085 0.0073 0.0050 0.0044 0.0040 0.0368 0.0117 0.1098 0.1276 0.0598
#> [4,] 0.0013 0.0089 0.0057 0.0027 0.0051 0.0990 0.0062 0.1201 0.1833 0.2105
#> [5,] 0.0070 0.0138 0.0092 0.0143 0.0036 0.1710 0.0103 0.0731 0.1401 0.2083
#> [6,] 0.0121 0.0097 0.0085 0.0047 0.0048 0.0922 0.0053 0.1027 0.0613 0.1465
#> [7,] 0.0058 0.0049 0.0065 0.0093 0.0059 0.0591 0.0022 0.0753 0.0098 0.0684
#> [8,] 0.0084 0.0068 0.0032 0.0035 0.0056 0.0671 0.0040 0.1056 0.0697 0.0962
#> [9,] 0.0056 0.0093 0.0042 0.0003 0.0053 0.0284 0.0036 0.0396 0.0272 0.0323
#> [10,] 0.0074 0.0118 0.0026 0.0092 0.0009 0.0102 0.0044 0.0182 0.0579 0.1122
#> [11,] 0.0098 0.0019 0.0059 0.0058 0.0059 0.0546 0.0032 0.0528 0.0958 0.1009
#> [12,] 0.0080 0.0152 0.0158 0.0053 0.0189 0.1589 0.0102 0.1392 0.0987 0.0955
#> [13,] 0.0212 0.0076 0.0152 0.0049 0.0200 0.2294 0.0073 0.2176 0.2033 0.1459
#> [14,] 0.0109 0.0048 0.0095 0.0015 0.0073 0.1185 0.0067 0.1683 0.1541 0.1466
#> [15,] 0.0108 0.0024 0.0045 0.0037 0.0112 0.0809 0.0075 0.0568 0.0219 0.1037
#> [16,] 0.0042 0.0054 0.0049 0.0082 0.0028 0.3070 0.0027 0.3008 0.2362 0.3830
#> [17,] 0.0202 0.0139 0.0029 0.0160 0.0106 0.1077 0.0134 0.2363 0.2385 0.0075
#> [18,] 0.0030 0.0011 0.0007 0.0024 0.0057 0.0151 0.0044 0.0541 0.0210 0.0505
#> [19,] 0.0128 0.0054 0.0011 0.0019 0.0023 0.1734 0.0062 0.1679 0.1119 0.0889
#> [20,] 0.0075 0.0124 0.0099 0.0057 0.0032 0.0526 0.0019 0.0688 0.0633 0.0624
#> [21,] 0.0112 0.0094 0.0054 0.0019 0.0066 0.0513 0.0023 0.0897 0.0713 0.0569
#> [22,] 0.0117 0.0060 0.0058 0.0031 0.0072 0.0752 0.0045 0.0414 0.0259 0.0692
#> [23,] 0.0203 0.0089 0.0095 0.0095 0.0021 0.0571 0.0053 0.1004 0.0668 0.0691
#> [24,] 0.0055 0.0073 0.0080 0.0105 0.0059 0.0678 0.0105 0.1664 0.1490 0.0974
#> [25,] 0.0100 0.0096 0.0077 0.0180 0.0109 0.1432 0.0070 0.1344 0.2041 0.1571
#> [26,] 0.0065 0.0129 0.0217 0.0087 0.0077 0.0706 0.0122 0.1020 0.0893 0.0381
#> [27,] 0.0054 0.0063 0.0143 0.0132 0.0051 0.0981 0.0041 0.0843 0.1172 0.0759
#> [28,] 0.0038 0.0018 0.0113 0.0058 0.0047 0.0492 0.0071 0.0033 0.0398 0.0791
#> [29,] 0.0026 0.0097 0.0098 0.0043 0.0071 0.0795 0.0108 0.0970 0.0872 0.0743
#> [30,] 0.0114 0.0054 0.0089 0.0050 0.0058 0.0458 0.0025 0.0470 0.0057 0.0425
#> [31,] 0.0106 0.0020 0.0105 0.0049 0.0070 0.0438 0.0080 0.1299 0.1390 0.0695
#> [32,] 0.0086 0.0092 0.0070 0.0116 0.0060 0.1172 0.0110 0.1450 0.0638 0.0740
#> [33,] 0.0131 0.0198 0.0025 0.0199 0.0255 0.1323 0.0180 0.1608 0.2145 0.0847
#> [34,] 0.0069 0.0198 0.0199 0.0102 0.0070 0.1817 0.0055 0.1178 0.1024 0.0583
#> [35,] 0.0090 0.0051 0.0029 0.0122 0.0056 0.1750 0.0020 0.0920 0.1353 0.1593
#> [36,] 0.0006 0.0073 0.0096 0.0054 0.0085 0.0733 0.0060 0.0841 0.1031 0.0993
#> [37,] 0.0123 0.0069 0.0076 0.0073 0.0030 0.1883 0.0138 0.1422 0.1447 0.0487
#> [38,] 0.0075 0.0039 0.0053 0.0013 0.0052 0.0767 0.0023 0.0771 0.0640 0.0726
#> [39,] 0.0114 0.0050 0.0030 0.0064 0.0058 0.0682 0.0030 0.0993 0.0717 0.0576
#> [40,] 0.0051 0.0102 0.0041 0.0055 0.0050 0.0612 0.0087 0.0895 0.1107 0.0973
#> [41,] 0.0013 0.0046 0.0037 0.0011 0.0034 0.0391 0.0033 0.0857 0.0915 0.0949
#> [42,] 0.0044 0.0057 0.0030 0.0035 0.0021 0.0906 0.0027 0.0889 0.0655 0.1624
#> [43,] 0.0096 0.0024 0.0037 0.0028 0.0030 0.0929 0.0030 0.1031 0.0883 0.1596
#> [44,] 0.0016 0.0029 0.0058 0.0050 0.0024 0.0771 0.0030 0.0499 0.0906 0.1229
#> [45,] 0.0040 0.0019 0.0034 0.0034 0.0051 0.0618 0.0031 0.0432 0.0951 0.0836
#> [46,] 0.0124 0.0105 0.0054 0.0032 0.0073 0.0806 0.0063 0.0701 0.0738 0.0117
#> [47,] 0.0079 0.0050 0.0112 0.0179 0.0294 0.0351 0.0063 0.0362 0.0535 0.0258
#> [48,] 0.0068 0.0097 0.0073 0.0081 0.0086 0.0438 0.0095 0.0341 0.0780 0.0844
#> [49,] 0.0081 0.0070 0.0135 0.0067 0.0078 0.1342 0.0068 0.1161 0.0663 0.0155
#> [50,] 0.0012 0.0022 0.0058 0.0042 0.0067 0.0249 0.0012 0.0892 0.0973 0.0840
#> [51,] 0.0073 0.0021 0.0047 0.0024 0.0009 0.0785 0.0017 0.0906 0.0908 0.1151
#> [52,] 0.0052 0.0036 0.0026 0.0036 0.0006 0.0284 0.0035 0.0527 0.0575 0.1054
#> [53,] 0.0036 0.0004 0.0018 0.0049 0.0024 0.1197 0.0016 0.1243 0.1026 0.1239
#> [54,] 0.0053 0.0077 0.0076 0.0056 0.0055 0.0863 0.0039 0.1004 0.0664 0.0941
#> [55,] 0.0043 0.0065 0.0049 0.0054 0.0073 0.1529 0.0054 0.1154 0.0608 0.1317
#> [56,] 0.0018 0.0078 0.0045 0.0026 0.0036 0.0742 0.0024 0.1380 0.1099 0.1384
#> [57,] 0.0035 0.0169 0.0137 0.0015 0.0069 0.0804 0.0051 0.1136 0.1228 0.1235
#> [58,] 0.0083 0.0058 0.0003 0.0023 0.0026 0.0887 0.0027 0.1015 0.0494 0.0472
#> [59,] 0.0075 0.0060 0.0080 0.0019 0.0053 0.1009 0.0019 0.1627 0.2071 0.2696
#> [60,] 0.0077 0.0094 0.0031 0.0030 0.0013 0.1164 0.0069 0.1398 0.1009 0.1147
#> [61,] 0.0102 0.0065 0.0061 0.0062 0.0043 0.1635 0.0053 0.0887 0.0817 0.1779
#> [62,] 0.0164 0.0063 0.0078 0.0094 0.0110 0.1306 0.0068 0.2112 0.2268 0.2992
#> [63,] 0.0030 0.0057 0.0090 0.0057 0.0068 0.0488 0.0024 0.1424 0.1972 0.1873
#> [64,] 0.0037 0.0051 0.0258 0.0102 0.0037 0.0534 0.0037 0.2140 0.3110 0.2837
#> [65,] 0.0047 0.0074 0.0104 0.0161 0.0220 0.0973 0.0173 0.1823 0.1745 0.1440
#> [66,] 0.0105 0.0030 0.0132 0.0068 0.0108 0.0834 0.0090 0.0677 0.2002 0.2876
#> [67,] 0.0126 0.0022 0.0037 0.0034 0.0114 0.2587 0.0077 0.2304 0.2067 0.3416
#> [68,] 0.0164 0.0151 0.0070 0.0085 0.0117 0.0890 0.0056 0.1798 0.1741 0.1598
#> [69,] 0.0114 0.0085 0.0101 0.0016 0.0028 0.1224 0.0014 0.1947 0.1661 0.1368
#> [70,] 0.0233 0.0041 0.0018 0.0048 0.0089 0.0473 0.0085 0.0361 0.0741 0.1398
#> [71,] 0.0063 0.0119 0.0194 0.0140 0.0332 0.1908 0.0439 0.2217 0.0768 0.1246
#> [72,] 0.0180 0.0013 0.0106 0.0127 0.0178 0.1791 0.0231 0.1853 0.0055 0.1929
#> [73,] 0.0138 0.0187 0.0230 0.0057 0.0113 0.1190 0.0131 0.0884 0.0907 0.2107
#> [74,] 0.0158 0.0122 0.0038 0.0101 0.0228 0.0561 0.0124 0.0832 0.0672 0.1372
#> [75,] 0.0277 0.0152 0.0052 0.0121 0.0124 0.0577 0.0055 0.0665 0.0664 0.1460
#> [76,] 0.0270 0.0277 0.0097 0.0054 0.0148 0.0924 0.0092 0.0761 0.1092 0.0757
#> [77,] 0.0038 0.0129 0.0066 0.0044 0.0134 0.0756 0.0092 0.0374 0.0961 0.0548
#> [78,] 0.0060 0.0131 0.0089 0.0084 0.0113 0.1524 0.0049 0.1543 0.0391 0.0610
#> [79,] 0.0046 0.0073 0.0054 0.0033 0.0045 0.1673 0.0079 0.1154 0.1098 0.1370
#> [80,] 0.0053 0.0165 0.0141 0.0077 0.0246 0.1215 0.0198 0.2002 0.1516 0.0818
#> [81,] 0.0096 0.0050 0.0066 0.0114 0.0073 0.1916 0.0033 0.1349 0.1613 0.1703
#> [82,] 0.0022 0.0124 0.0054 0.0021 0.0028 0.1513 0.0023 0.1316 0.1654 0.1864
#> [83,] 0.0062 0.0157 0.0088 0.0036 0.0053 0.0921 0.0030 0.1368 0.1078 0.1552
#> [84,] 0.0012 0.0133 0.0048 0.0244 0.0077 0.1538 0.0074 0.1192 0.1229 0.2119
#> [85,] 0.0043 0.0092 0.0138 0.0094 0.0105 0.1256 0.0093 0.1323 0.1584 0.2017
#> [86,] 0.0140 0.0125 0.0116 0.0093 0.0012 0.1651 0.0036 0.1597 0.2116 0.3295
#> [87,] 0.0372 0.0101 0.0127 0.0288 0.0129 0.1680 0.0023 0.3016 0.3460 0.3314
#> [88,] 0.0032 0.0087 0.0124 0.0113 0.0098 0.1422 0.0126 0.2072 0.2734 0.3070
#> [89,] 0.0166 0.0110 0.0190 0.0141 0.0068 0.1267 0.0086 0.2417 0.2661 0.4346
#> [90,] 0.0190 0.0212 0.0126 0.0201 0.0210 0.1207 0.0041 0.0944 0.4223 0.5744
#> [91,] 0.0276 0.0032 0.0084 0.0122 0.0082 0.1125 0.0143 0.3322 0.4590 0.5526
#> [92,] 0.0158 0.0326 0.0201 0.0168 0.0245 0.1227 0.0154 0.2495 0.4566 0.6587
#> [93,] 0.0124 0.0167 0.0103 0.0205 0.0178 0.1731 0.0187 0.1948 0.4262 0.6828
#> [94,] 0.0141 0.0049 0.0027 0.0162 0.0059 0.0277 0.0021 0.0569 0.2057 0.3887
#> [95,] 0.0141 0.0161 0.0177 0.0194 0.0207 0.2770 0.0057 0.2555 0.1712 0.0466
#> [96,] 0.0120 0.0129 0.0020 0.0109 0.0074 0.2431 0.0078 0.1777 0.2018 0.2611
#> [97,] 0.0087 0.0046 0.0203 0.0130 0.0115 0.0629 0.0015 0.0130 0.0813 0.1761
#> [98,] 0.0281 0.0117 0.0092 0.0147 0.0157 0.1800 0.0129 0.1108 0.2794 0.1408
#> [99,] 0.0252 0.0087 0.0177 0.0214 0.0227 0.1328 0.0106 0.0988 0.1787 0.1199
#> [100,] 0.0447 0.0394 0.0355 0.0440 0.0243 0.1257 0.0098 0.1797 0.0989 0.2460
#> [101,] 0.0103 0.0121 0.0042 0.0090 0.0070 0.0324 0.0099 0.0918 0.1070 0.1553
#> [102,] 0.0039 0.0029 0.0078 0.0047 0.0021 0.0766 0.0011 0.1458 0.1430 0.1894
#> [103,] 0.0043 0.0114 0.0052 0.0091 0.0008 0.0116 0.0092 0.0223 0.0805 0.2365
#> [104,] 0.0025 0.0061 0.0038 0.0101 0.0078 0.1515 0.0006 0.1674 0.1513 0.1723
#> [105,] 0.0013 0.0029 0.0020 0.0062 0.0026 0.1267 0.0052 0.1577 0.1927 0.2361
#> [106,] 0.0102 0.0092 0.0083 0.0020 0.0048 0.0833 0.0036 0.1232 0.1298 0.2085
#> [107,] 0.0021 0.0097 0.0072 0.0060 0.0017 0.1019 0.0036 0.1606 0.2119 0.3061
#> [108,] 0.0045 0.0079 0.0031 0.0063 0.0048 0.1250 0.0050 0.1296 0.1729 0.2794
#> [109,] 0.0026 0.0049 0.0029 0.0022 0.0022 0.0526 0.0032 0.0773 0.0862 0.1451
#> [110,] 0.0034 0.0064 0.0037 0.0036 0.0012 0.0865 0.0037 0.1182 0.0999 0.1976
#> [111,] 0.0083 0.0020 0.0084 0.0108 0.0083 0.1444 0.0033 0.1487 0.1484 0.2442
#> [112,] 0.0036 0.0058 0.0067 0.0035 0.0043 0.0253 0.0033 0.0279 0.0130 0.0489
#> [113,] 0.0036 0.0029 0.0013 0.0010 0.0032 0.0817 0.0047 0.1005 0.0124 0.1168
#> [114,] 0.0016 0.0008 0.0042 0.0024 0.0027 0.0744 0.0041 0.0800 0.0456 0.0368
#> [115,] 0.0111 0.0126 0.0081 0.0155 0.0160 0.0808 0.0085 0.2090 0.3465 0.5276
#> [116,] 0.0027 0.0025 0.0026 0.0050 0.0073 0.0887 0.0022 0.0596 0.1071 0.3175
#> [117,] 0.0015 0.0053 0.0016 0.0042 0.0053 0.1482 0.0074 0.2054 0.1605 0.2532
#> [118,] 0.0172 0.0132 0.0110 0.0122 0.0114 0.0690 0.0068 0.0576 0.1103 0.2423
#> [119,] 0.0072 0.0095 0.0086 0.0085 0.0040 0.1260 0.0051 0.1015 0.1918 0.3362
#> [120,] 0.0032 0.0062 0.0101 0.0068 0.0053 0.1416 0.0087 0.0956 0.0802 0.1618
#> [121,] 0.0079 0.0037 0.0015 0.0056 0.0067 0.1827 0.0054 0.1106 0.1702 0.2804
#> [122,] 0.0121 0.0075 0.0056 0.0021 0.0043 0.0973 0.0017 0.0961 0.1323 0.2462
#> [123,] 0.0170 0.0012 0.0109 0.0036 0.0043 0.0932 0.0018 0.0955 0.2140 0.2546
#> [124,] 0.0081 0.0045 0.0043 0.0027 0.0055 0.2103 0.0057 0.2263 0.2524 0.3595
#> [125,] 0.0057 0.0092 0.0009 0.0086 0.0110 0.0679 0.0052 0.0970 0.1473 0.2164
#> [126,] 0.0025 0.0044 0.0021 0.0069 0.0060 0.0845 0.0018 0.1488 0.1224 0.1569
#> [127,] 0.0091 0.0038 0.0056 0.0056 0.0048 0.0779 0.0024 0.1365 0.0780 0.1038
#> [128,] 0.0045 0.0042 0.0028 0.0036 0.0013 0.0874 0.0016 0.1021 0.0852 0.1136
#> [129,] 0.0019 0.0027 0.0054 0.0017 0.0024 0.0787 0.0029 0.0662 0.1108 0.1777
#> [130,] 0.0027 0.0062 0.0024 0.0063 0.0017 0.0830 0.0028 0.0879 0.1220 0.1977
#> [131,] 0.0059 0.0016 0.0025 0.0017 0.0027 0.0252 0.0027 0.0958 0.0991 0.1419
#> [132,] 0.0034 0.0026 0.0037 0.0044 0.0057 0.0545 0.0035 0.1110 0.1069 0.1708
#> [133,] 0.0037 0.0071 0.0040 0.0009 0.0015 0.1341 0.0085 0.1626 0.1902 0.2610
#> [134,] 0.0043 0.0098 0.0054 0.0051 0.0065 0.1103 0.0103 0.1349 0.2337 0.3113
#> [135,] 0.0033 0.0101 0.0065 0.0115 0.0193 0.1630 0.0157 0.2028 0.1694 0.2328
#> [136,] 0.0063 0.0063 0.0034 0.0032 0.0062 0.0958 0.0067 0.0990 0.1018 0.1030
#> [137,] 0.0062 0.0089 0.0140 0.0138 0.0077 0.1171 0.0031 0.1257 0.1178 0.1258
#> [138,] 0.0036 0.0035 0.0034 0.0079 0.0036 0.1354 0.0048 0.1465 0.1123 0.1945
#> [139,] 0.0039 0.0061 0.0040 0.0036 0.0061 0.0338 0.0115 0.0655 0.1400 0.1843
#>
#> $model.list
#> $model.list$response
#> [1] "Class"
#>
#> $model.list$variables
#> [1] "V1" "V10" "V11" "V12" "V13" "V14" "V15" "V16" "V17" "V18" "V19" "V2"
#> [13] "V20" "V21" "V22" "V23" "V24" "V25" "V26" "V27" "V28" "V29" "V3" "V30"
#> [25] "V31" "V32" "V33" "V34" "V35" "V36" "V37" "V38" "V39" "V4" "V40" "V41"
#> [37] "V42" "V43" "V44" "V45" "V46" "V47" "V48" "V49" "V5" "V50" "V51" "V52"
#> [49] "V53" "V54" "V55" "V56" "V57" "V58" "V59" "V6" "V60" "V7" "V8" "V9"
#>
#>
#> $err.fct
#> function (x, y)
#> {
#> -(y * log(x) + (1 - y) * log(1 - x))
#> }
#> <bytecode: 0x55f4ef1f5460>
#> <environment: 0x55f4ef1f45b8>
#> attr(,"type")
#> [1] "ce"
#>
#> $act.fct
#> function (x)
#> {
#> 1/(1 + exp(-x))
#> }
#> <bytecode: 0x55f4ef9ff588>
#> <environment: 0x55f4ef9fec90>
#> attr(,"type")
#> [1] "logistic"
#>
#> $linear.output
#> [1] FALSE
#>
#> $data
#> Class V1 V10 V11 V12 V13 V14 V15 V16 V17 V18
#> 1 1 0.0200 0.2111 0.1609 0.1582 0.2238 0.0645 0.0660 0.2273 0.3100 0.2999
#> 2 1 0.0453 0.2872 0.4918 0.6552 0.6919 0.7797 0.7464 0.9444 1.0000 0.8874
#> 3 1 0.0100 0.1264 0.0881 0.1992 0.0184 0.2261 0.1729 0.2131 0.0693 0.2281
#> 4 1 0.0286 0.3039 0.2988 0.4250 0.6343 0.8198 1.0000 0.9988 0.9508 0.9025
#> 5 1 0.0317 0.3513 0.1786 0.0658 0.0513 0.3752 0.5419 0.5440 0.5150 0.4262
#> 6 1 0.0519 0.2838 0.2802 0.3086 0.2657 0.3801 0.5626 0.4376 0.2617 0.1199
#> 7 1 0.0223 0.1487 0.1156 0.1654 0.3833 0.3598 0.1713 0.1136 0.0349 0.3796
#> 8 1 0.0164 0.0251 0.0801 0.1056 0.1266 0.0890 0.0198 0.1133 0.2826 0.3234
#> 9 1 0.0039 0.0452 0.0492 0.0996 0.1424 0.1194 0.0628 0.0907 0.1177 0.1429
#> 10 1 0.0123 0.0835 0.0548 0.0847 0.2026 0.2557 0.1870 0.2032 0.1463 0.2849
#> 11 1 0.0079 0.1240 0.1097 0.1215 0.1874 0.3383 0.3227 0.2723 0.3943 0.6432
#> 12 1 0.0090 0.1895 0.1896 0.2547 0.4073 0.2988 0.2901 0.5326 0.4022 0.1571
#> 13 1 0.0298 0.0852 0.2476 0.3645 0.2777 0.2826 0.3237 0.4335 0.5638 0.4555
#> 14 1 0.0352 0.2912 0.2328 0.2237 0.2470 0.1560 0.3491 0.3308 0.2299 0.2203
#> 15 1 0.0192 0.1186 0.1237 0.1601 0.3520 0.4479 0.3769 0.5761 0.6426 0.6790
#> 16 1 0.0473 0.3759 0.3021 0.2909 0.2301 0.1411 0.1582 0.2430 0.4474 0.5964
#> 17 1 0.0099 0.1882 0.1456 0.1892 0.3176 0.1340 0.2169 0.2458 0.2589 0.2786
#> 18 1 0.0201 0.1097 0.0841 0.0942 0.1204 0.0420 0.0031 0.0162 0.0624 0.2127
#> 19 1 0.0151 0.1205 0.0847 0.1518 0.2305 0.2793 0.3404 0.4527 0.6950 0.8807
#> 20 1 0.0177 0.0613 0.1680 0.3476 0.4561 0.5188 0.6308 0.7201 0.5153 0.3818
#> 21 1 0.0240 0.0389 0.1934 0.2434 0.2906 0.2606 0.3811 0.4997 0.3015 0.3655
#> 22 1 0.0084 0.1753 0.1970 0.1167 0.1683 0.0814 0.2179 0.5121 0.7231 0.7776
#> 23 1 0.0195 0.0242 0.0728 0.0639 0.3002 0.3854 0.4767 0.4602 0.3175 0.4160
#> 24 1 0.0442 0.1268 0.1109 0.2375 0.2007 0.2140 0.1109 0.2036 0.2468 0.6682
#> 25 1 0.0206 0.1573 0.2327 0.1785 0.1507 0.1916 0.2061 0.2307 0.2360 0.1299
#> 26 1 0.0094 0.1328 0.1303 0.0273 0.0644 0.0712 0.1204 0.0717 0.1224 0.2349
#> 27 1 0.0333 0.0920 0.1475 0.0522 0.1119 0.0970 0.1174 0.1678 0.1642 0.1205
#> 28 1 0.0123 0.0475 0.1152 0.0520 0.1192 0.1943 0.1840 0.2077 0.1956 0.1630
#> 29 1 0.0091 0.0837 0.1579 0.0898 0.0309 0.1856 0.2969 0.2032 0.1264 0.1655
#> 30 1 0.0093 0.0640 0.0888 0.1599 0.1541 0.2768 0.2176 0.2799 0.3491 0.2824
#> 31 1 0.0211 0.0568 0.0869 0.1935 0.1478 0.1871 0.1994 0.3283 0.6861 0.5814
#> 32 1 0.0093 0.1360 0.2132 0.3738 0.3738 0.2673 0.2333 0.5367 0.7312 0.7659
#> 33 1 0.0257 0.0561 0.0891 0.0861 0.1531 0.1524 0.1849 0.2871 0.2009 0.2748
#> 34 1 0.0408 0.2176 0.2459 0.3332 0.3087 0.2613 0.3232 0.3731 0.4203 0.5364
#> 35 1 0.0308 0.2795 0.3336 0.2940 0.1608 0.3335 0.4985 0.7295 0.7350 0.8253
#> 36 1 0.0373 0.0802 0.1564 0.2565 0.2624 0.1179 0.0597 0.1563 0.2241 0.3586
#> 37 1 0.0119 0.0864 0.2143 0.3720 0.2665 0.2113 0.1103 0.1136 0.1934 0.4142
#> 38 1 0.0131 0.0901 0.0750 0.0844 0.1226 0.1619 0.2317 0.2934 0.3526 0.3657
#> 39 1 0.0087 0.0818 0.1315 0.1862 0.2789 0.2579 0.2240 0.2568 0.2933 0.2991
#> 40 1 0.0293 0.0751 0.0528 0.1209 0.1763 0.2039 0.2727 0.2321 0.2676 0.2934
#> 41 1 0.0152 0.1504 0.1911 0.2115 0.2249 0.2573 0.1701 0.2023 0.2538 0.3417
#> 42 1 0.0225 0.1452 0.1442 0.0948 0.0618 0.1641 0.0708 0.0844 0.2590 0.2679
#> 43 1 0.0135 0.1908 0.1576 0.1112 0.1197 0.1174 0.1415 0.2215 0.2658 0.2713
#> 44 1 0.0086 0.1185 0.0775 0.1101 0.1042 0.0853 0.0456 0.1304 0.2690 0.2947
#> 45 1 0.0067 0.1180 0.0978 0.0909 0.0656 0.0593 0.0832 0.1297 0.2038 0.3811
#> 46 1 0.0071 0.0898 0.0289 0.1554 0.1437 0.1035 0.1424 0.1227 0.0892 0.2047
#> 47 1 0.0176 0.0474 0.0526 0.1854 0.1040 0.0948 0.0912 0.1688 0.1568 0.0375
#> 48 1 0.0265 0.0779 0.0327 0.2060 0.1908 0.1065 0.1457 0.2232 0.2070 0.1105
#> 49 1 0.0368 0.0506 0.0906 0.2545 0.1464 0.1272 0.1223 0.1669 0.1424 0.1285
#> 50 1 0.0195 0.1191 0.1522 0.1322 0.1434 0.1244 0.0653 0.0890 0.1226 0.1846
#> 51 1 0.0216 0.0973 0.1203 0.1102 0.1192 0.1762 0.2390 0.2138 0.1929 0.1765
#> 52 1 0.0065 0.1109 0.0937 0.0827 0.0920 0.0911 0.1487 0.1666 0.1268 0.1374
#> 53 1 0.0036 0.0888 0.0937 0.1245 0.1599 0.1542 0.1846 0.1732 0.1477 0.1748
#> 54 1 0.0109 0.1036 0.0972 0.0501 0.1546 0.3404 0.4804 0.6570 0.7738 0.7827
#> 55 1 0.0202 0.1370 0.0843 0.0269 0.1254 0.3046 0.5584 0.7973 0.8341 0.8057
#> 56 1 0.0239 0.1376 0.0938 0.0259 0.1499 0.2851 0.5743 0.8278 0.8669 0.8131
#> 57 1 0.0336 0.0842 0.0357 0.0689 0.1705 0.3257 0.4602 0.6225 0.7327 0.7843
#> 58 1 0.0108 0.0393 0.1106 0.1412 0.2202 0.2976 0.4116 0.4754 0.5390 0.6279
#> 59 1 0.0100 0.2990 0.3242 0.3565 0.3951 0.5201 0.6953 0.8468 1.0000 0.9278
#> 60 1 0.0217 0.1777 0.4079 0.4113 0.3973 0.5078 0.6509 0.8073 0.9819 1.0000
#> 61 1 0.0378 0.2053 0.3135 0.3118 0.3686 0.3885 0.5850 0.7868 0.9739 1.0000
#> 62 1 0.0365 0.3735 0.3042 0.0387 0.2679 0.5397 0.6204 0.7257 0.8350 0.6888
#> 63 1 0.0188 0.1806 0.2139 0.1523 0.1975 0.4844 0.7298 0.7807 0.7906 0.6122
#> 64 1 0.0856 0.2751 0.2707 0.0946 0.1020 0.4519 0.6737 0.6699 0.7066 0.5632
#> 65 1 0.0274 0.1808 0.2366 0.0906 0.1749 0.4012 0.5187 0.7312 0.9062 0.9260
#> 66 1 0.0235 0.3674 0.2974 0.0837 0.1912 0.5040 0.6352 0.6804 0.7505 0.6595
#> 67 1 0.0126 0.4284 0.3015 0.1207 0.3299 0.5707 0.6962 0.9751 1.0000 0.9293
#> 68 1 0.0459 0.1408 0.2693 0.3259 0.4545 0.5785 0.4471 0.2231 0.2164 0.3201
#> 69 1 0.0025 0.1430 0.0994 0.2250 0.2444 0.3239 0.3039 0.2410 0.0367 0.1672
#> 70 1 0.0181 0.1045 0.0904 0.0671 0.0997 0.1056 0.0346 0.1231 0.1626 0.3652
#> 71 0 0.0491 0.2028 0.0947 0.2497 0.2209 0.3195 0.3340 0.3323 0.2780 0.2975
#> 72 0 0.1313 0.2231 0.2907 0.2259 0.3136 0.3302 0.3660 0.3956 0.4386 0.4670
#> 73 0 0.0629 0.3597 0.5466 0.5205 0.5127 0.5395 0.6558 0.8705 0.9786 0.9335
#> 74 0 0.0587 0.2352 0.3208 0.4257 0.5201 0.4914 0.5950 0.7221 0.9039 0.9111
#> 75 0 0.0307 0.2792 0.3877 0.4992 0.4981 0.4972 0.5607 0.7339 0.8230 0.9173
#> 76 0 0.0116 0.1006 0.2500 0.3988 0.3809 0.4753 0.6165 0.6464 0.8024 0.9208
#> 77 0 0.0331 0.0193 0.0897 0.1734 0.1936 0.2803 0.3313 0.5020 0.6360 0.7096
#> 78 0 0.0428 0.0113 0.1255 0.2473 0.3011 0.3747 0.4520 0.5392 0.6588 0.7113
#> 79 0 0.0283 0.1767 0.1995 0.2869 0.3275 0.3769 0.4169 0.5036 0.6180 0.8025
#> 80 0 0.0414 0.1975 0.2309 0.3025 0.3938 0.5050 0.5872 0.6610 0.7417 0.8006
#> 81 0 0.0363 0.1444 0.1989 0.2154 0.2863 0.3570 0.3980 0.4359 0.5334 0.6304
#> 82 0 0.0261 0.2013 0.2890 0.3650 0.3510 0.3495 0.4325 0.5398 0.6237 0.6876
#> 83 0 0.0162 0.1779 0.2164 0.2568 0.3089 0.3829 0.4393 0.5335 0.5996 0.6728
#> 84 0 0.0249 0.2531 0.2855 0.2961 0.3341 0.4287 0.5205 0.6087 0.7236 0.7577
#> 85 0 0.0270 0.2122 0.2210 0.2399 0.2964 0.4061 0.5095 0.5512 0.6613 0.6804
#> 86 0 0.0228 0.3517 0.3330 0.3643 0.4020 0.4731 0.5196 0.6573 0.8426 0.8476
#> 87 0 0.0209 0.4125 0.3943 0.1334 0.4622 0.9970 0.9137 0.8292 0.6994 0.7825
#> 88 0 0.0374 0.2597 0.3483 0.3999 0.4574 0.5950 0.7924 0.8272 0.8087 0.8977
#> 89 0 0.1150 0.5378 0.3816 0.0991 0.0616 0.1795 0.3907 0.3602 0.3041 0.2428
#> 90 0 0.0968 0.5025 0.3488 0.1700 0.2076 0.3087 0.4224 0.5312 0.2436 0.1884
#> 91 0 0.1083 0.5966 0.5304 0.2251 0.2402 0.2689 0.6646 0.6632 0.1674 0.0837
#> 92 0 0.0094 0.5079 0.3350 0.0834 0.3004 0.3957 0.3769 0.3828 0.1247 0.1363
#> 93 0 0.1088 0.5761 0.4733 0.2362 0.1023 0.2904 0.4713 0.4659 0.1415 0.0849
#> 94 0 0.0430 0.7106 0.7342 0.5033 0.3000 0.1951 0.2767 0.3737 0.2507 0.2507
#> 95 0 0.0731 0.1114 0.1739 0.3160 0.3249 0.2164 0.2031 0.2580 0.1796 0.2422
#> 96 0 0.0516 0.1294 0.2646 0.2778 0.4432 0.3672 0.2035 0.2764 0.3252 0.1536
#> 97 0 0.0299 0.0998 0.0523 0.0904 0.2655 0.3099 0.3520 0.3892 0.3962 0.2449
#> 98 0 0.0721 0.0795 0.2534 0.3920 0.3375 0.1610 0.1889 0.3308 0.2282 0.2177
#> 99 0 0.1021 0.1369 0.2509 0.2631 0.2796 0.2977 0.3823 0.3129 0.3956 0.2093
#> 100 0 0.0654 0.3422 0.2128 0.1377 0.4032 0.5684 0.2398 0.4331 0.5954 0.5772
#> 101 0 0.0207 0.1234 0.1796 0.1787 0.1247 0.2577 0.3370 0.3990 0.1647 0.2266
#> 102 0 0.0209 0.1853 0.1748 0.1556 0.1476 0.1378 0.2584 0.3827 0.4784 0.5360
#> 103 0 0.0231 0.2461 0.2245 0.1520 0.1732 0.3099 0.4380 0.5595 0.6820 0.6164
#> 104 0 0.0233 0.2078 0.1239 0.0236 0.1771 0.3115 0.4990 0.6707 0.7655 0.8485
#> 105 0 0.0117 0.2169 0.1180 0.0754 0.2782 0.3758 0.5093 0.6592 0.7071 0.7532
#> 106 0 0.0201 0.2720 0.2188 0.3037 0.2959 0.2059 0.0906 0.1610 0.1800 0.2180
#> 107 0 0.0107 0.2936 0.3104 0.3431 0.2456 0.1887 0.1184 0.2080 0.2736 0.3274
#> 108 0 0.0258 0.2954 0.2506 0.2601 0.2249 0.2115 0.1270 0.1193 0.1794 0.2185
#> 109 0 0.0217 0.2110 0.2343 0.2087 0.1645 0.1689 0.1650 0.1967 0.2934 0.3709
#> 110 0 0.0072 0.2318 0.2472 0.2880 0.2126 0.0708 0.1194 0.2808 0.4221 0.5279
#> 111 0 0.0163 0.2822 0.3691 0.3750 0.3927 0.3308 0.1085 0.1139 0.3446 0.5441
#> 112 0 0.0137 0.0874 0.1100 0.1084 0.1094 0.1023 0.0601 0.0906 0.1313 0.2758
#> 113 0 0.0015 0.1476 0.2118 0.2575 0.2354 0.1334 0.0092 0.1951 0.3685 0.4646
#> 114 0 0.0134 0.1250 0.2405 0.2325 0.2523 0.1472 0.0669 0.1100 0.2353 0.3282
#> 115 0 0.0179 0.5965 0.6254 0.4507 0.3693 0.2864 0.1635 0.0422 0.1785 0.4394
#> 116 0 0.0180 0.2918 0.3273 0.3035 0.3033 0.2587 0.1682 0.1308 0.2803 0.4519
#> 117 0 0.0329 0.2672 0.3056 0.3161 0.2314 0.2067 0.1804 0.2808 0.4423 0.5947
#> 118 0 0.0191 0.3134 0.4786 0.5239 0.4393 0.3440 0.2869 0.3889 0.4420 0.3892
#> 119 0 0.0635 0.3900 0.4674 0.5632 0.5506 0.4343 0.3052 0.3492 0.3975 0.3875
#> 120 0 0.0394 0.2558 0.3078 0.3404 0.3400 0.3951 0.3352 0.2252 0.2086 0.2248
#> 121 0 0.0310 0.4432 0.5222 0.5611 0.5379 0.4048 0.2245 0.1784 0.2297 0.2720
#> 122 0 0.0423 0.2696 0.3412 0.4292 0.3682 0.3940 0.2965 0.3172 0.2825 0.3050
#> 123 0 0.0096 0.2952 0.4025 0.5148 0.4901 0.4127 0.3575 0.3447 0.3068 0.2945
#> 124 0 0.0269 0.5915 0.6675 0.5679 0.5175 0.3334 0.2002 0.2856 0.2937 0.3424
#> 125 0 0.0368 0.2544 0.2936 0.2935 0.2657 0.3187 0.2794 0.2534 0.1980 0.1929
#> 126 0 0.0089 0.2119 0.3003 0.3094 0.2743 0.2547 0.1870 0.1452 0.1457 0.2429
#> 127 0 0.0156 0.1567 0.2476 0.2783 0.2896 0.2956 0.3189 0.1892 0.1730 0.2226
#> 128 0 0.0203 0.1747 0.2198 0.2721 0.2105 0.1727 0.2040 0.1786 0.1318 0.2260
#> 129 0 0.0129 0.2245 0.2431 0.3134 0.3206 0.2917 0.2249 0.2347 0.2143 0.2939
#> 130 0 0.0050 0.2282 0.2521 0.3484 0.3309 0.2614 0.1782 0.2055 0.2298 0.3545
#> 131 0 0.0366 0.1847 0.2222 0.2648 0.2508 0.2291 0.1555 0.1863 0.2387 0.3345
#> 132 0 0.0116 0.2271 0.3171 0.2882 0.2657 0.2307 0.1889 0.1791 0.2298 0.3715
#> 133 0 0.0131 0.3193 0.3468 0.3738 0.3055 0.1926 0.1385 0.2122 0.2758 0.4576
#> 134 0 0.0272 0.3997 0.3941 0.3309 0.2926 0.1760 0.1739 0.2043 0.2088 0.2678
#> 135 0 0.0187 0.2684 0.3108 0.2933 0.2275 0.0994 0.1801 0.2200 0.2732 0.2862
#> 136 0 0.0323 0.2154 0.3085 0.3425 0.2990 0.1402 0.1235 0.1534 0.1901 0.2429
#> 137 0 0.0522 0.2529 0.2716 0.2374 0.1878 0.0983 0.0683 0.1503 0.1723 0.2339
#> 138 0 0.0303 0.2354 0.2898 0.2812 0.1578 0.0273 0.0673 0.1444 0.2070 0.2645
#> 139 0 0.0260 0.2354 0.2720 0.2442 0.1665 0.0336 0.1302 0.1708 0.2177 0.3175
#> V19 V2 V20 V21 V22 V23 V24 V25 V26 V27
#> 1 0.5078 0.0371 0.4797 0.5783 0.5071 0.4328 0.5550 0.6711 0.6415 0.7104
#> 2 0.8024 0.0523 0.7818 0.5212 0.4052 0.3957 0.3914 0.3250 0.3200 0.3271
#> 3 0.4060 0.0171 0.3973 0.2741 0.3690 0.5556 0.4846 0.3140 0.5334 0.5256
#> 4 0.7234 0.0453 0.5122 0.2074 0.3985 0.5890 0.2872 0.2043 0.5782 0.5389
#> 5 0.2024 0.0956 0.4233 0.7723 0.9735 0.9390 0.5559 0.5268 0.6826 0.5713
#> 6 0.6676 0.0548 0.9402 0.7832 0.5352 0.6809 0.9174 0.7613 0.8220 0.8872
#> 7 0.7401 0.0375 0.9925 0.9802 0.8890 0.6712 0.4286 0.3374 0.7366 0.9611
#> 8 0.3238 0.0173 0.4333 0.6068 0.7652 0.9203 0.9719 0.9207 0.7545 0.8289
#> 9 0.1223 0.0063 0.1104 0.1847 0.3715 0.4382 0.5707 0.6654 0.7476 0.7654
#> 10 0.5824 0.0309 0.7728 0.7852 0.8515 0.5312 0.3653 0.5973 0.8275 1.0000
#> 11 0.7271 0.0086 0.8673 0.9674 0.9847 0.9480 0.8036 0.6833 0.5136 0.3090
#> 12 0.3024 0.0062 0.3907 0.3542 0.4438 0.6414 0.4601 0.6009 0.8690 0.8345
#> 13 0.4348 0.0615 0.6433 0.3932 0.1989 0.3540 0.9165 0.9371 0.4620 0.2771
#> 14 0.2493 0.0116 0.4128 0.3158 0.6191 0.5854 0.3395 0.2561 0.5599 0.8145
#> 15 0.7157 0.0607 0.5466 0.5399 0.6362 0.7849 0.7756 0.5780 0.4862 0.4181
#> 16 0.6744 0.0509 0.7969 0.8319 0.7813 0.8626 0.7369 0.4122 0.2596 0.3392
#> 17 0.2298 0.0484 0.0656 0.1441 0.1179 0.1668 0.1783 0.2476 0.2570 0.1036
#> 18 0.3436 0.0026 0.3813 0.3825 0.4764 0.6313 0.7523 0.8675 0.8788 0.7901
#> 19 0.9154 0.0320 0.7542 0.6736 0.7146 0.8335 0.7701 0.6993 0.6543 0.5040
#> 20 0.2644 0.0300 0.3345 0.4865 0.6628 0.7389 0.9213 1.0000 0.7750 0.5593
#> 21 0.6791 0.0218 0.7307 0.5053 0.4441 0.6987 0.8133 0.7781 0.8943 0.8929
#> 22 0.6222 0.0153 0.3501 0.3733 0.2622 0.3776 0.7361 0.8673 0.8223 0.7772
#> 23 0.6428 0.0213 1.0000 0.8631 0.5212 0.3156 0.5952 0.7732 0.6042 0.4375
#> 24 0.8345 0.0477 0.8252 0.8017 0.8982 0.9664 0.8515 0.6626 0.3241 0.2054
#> 25 0.3812 0.0132 0.5858 0.4497 0.4876 1.0000 0.8675 0.4718 0.5341 0.6197
#> 26 0.3684 0.0166 0.3918 0.4925 0.8793 0.9606 0.8786 0.6905 0.6937 0.5674
#> 27 0.0494 0.0221 0.1544 0.3485 0.6146 0.9146 0.9364 0.8677 0.8772 0.8553
#> 28 0.1218 0.0022 0.1017 0.1354 0.3157 0.4645 0.5906 0.6776 0.8119 0.8594
#> 29 0.1661 0.0213 0.2091 0.2310 0.4460 0.6634 0.6933 0.7663 0.8206 0.7049
#> 30 0.2479 0.0185 0.3005 0.4300 0.4684 0.4520 0.5026 0.6217 0.6571 0.6632
#> 31 0.2500 0.0319 0.1734 0.3363 0.5588 0.6592 0.7012 0.8099 0.8901 0.8745
#> 32 0.6271 0.0269 0.4395 0.4330 0.4326 0.5544 0.7360 0.8589 0.8989 0.9420
#> 33 0.5017 0.0447 0.2172 0.4978 0.5265 0.3647 0.5768 0.5161 0.5715 0.4006
#> 34 0.7062 0.0653 0.8196 0.8835 0.8299 0.7609 0.7605 0.8367 0.8905 0.7652
#> 35 0.8793 0.0339 0.9657 1.0000 0.8707 0.6471 0.5973 0.8218 0.7755 0.6111
#> 36 0.1792 0.0281 0.3256 0.6079 0.6988 0.8391 0.8553 0.7710 0.6215 0.5736
#> 37 0.3279 0.0582 0.6222 0.7468 0.7676 0.7867 0.8253 1.0000 0.9481 0.7539
#> 38 0.3221 0.0068 0.3093 0.4084 0.4285 0.4663 0.5956 0.6948 0.8386 0.8875
#> 39 0.3924 0.0046 0.4691 0.5665 0.6464 0.6774 0.7577 0.8856 0.9419 1.0000
#> 40 0.3295 0.0378 0.4910 0.5402 0.6257 0.6826 0.7527 0.8504 0.8938 0.9928
#> 41 0.4026 0.0102 0.4553 0.5525 0.5991 0.5854 0.7114 0.9500 0.9858 1.0000
#> 42 0.3094 0.0019 0.4678 0.5958 0.7245 0.8773 0.9214 0.9282 0.9942 1.0000
#> 43 0.3862 0.0045 0.5717 0.6797 0.8747 1.0000 0.8948 0.8420 0.9174 0.9307
#> 44 0.3669 0.0215 0.4948 0.6275 0.8162 0.9237 0.8710 0.8052 0.8756 1.0000
#> 45 0.4451 0.0096 0.5224 0.5911 0.6566 0.6308 0.5998 0.4958 0.5647 0.6906
#> 46 0.0827 0.0103 0.1524 0.3031 0.1608 0.0667 0.1426 0.0395 0.1653 0.3399
#> 47 0.1316 0.0172 0.2086 0.1976 0.0946 0.1965 0.1242 0.0616 0.2141 0.4642
#> 48 0.1078 0.0440 0.1165 0.2224 0.0689 0.2060 0.2384 0.0904 0.2278 0.5872
#> 49 0.1857 0.0403 0.1136 0.2069 0.0219 0.2400 0.2547 0.0240 0.1923 0.4753
#> 50 0.3880 0.0142 0.3658 0.2297 0.2610 0.4193 0.5848 0.5643 0.5448 0.4772
#> 51 0.0746 0.0215 0.1265 0.2005 0.1571 0.2605 0.5386 0.8440 1.0000 0.8684
#> 52 0.1095 0.0122 0.1286 0.2146 0.2889 0.4238 0.6168 0.8167 0.9622 0.8280
#> 53 0.1455 0.0078 0.1579 0.2257 0.1975 0.3368 0.5828 0.8505 1.0000 0.8457
#> 54 0.8152 0.0093 0.8129 0.8297 0.8535 0.8870 0.8894 0.8980 0.9667 1.0000
#> 55 0.8616 0.0104 0.8769 0.9413 0.9403 0.9409 1.0000 0.9725 0.9309 0.9351
#> 56 0.9045 0.0189 0.9046 1.0000 0.9976 0.9872 0.9761 0.9009 0.9724 0.9675
#> 57 0.7988 0.0294 0.8261 1.0000 0.9814 0.9620 0.9601 0.9118 0.9086 0.7931
#> 58 0.7060 0.0086 0.7918 0.9493 1.0000 0.9645 0.9432 0.8658 0.7895 0.6501
#> 59 0.8510 0.0194 0.8010 0.8142 0.8825 0.7302 0.6107 0.7159 0.8458 0.6319
#> 60 0.9407 0.0340 0.8452 0.8106 0.8460 0.6212 0.5815 0.7745 0.8204 0.5601
#> 61 0.9843 0.0318 0.8610 0.8443 0.9061 0.5847 0.4033 0.5946 0.6793 0.6389
#> 62 0.4450 0.1632 0.3921 0.5605 0.7545 0.8311 1.0000 0.8762 0.7092 0.7009
#> 63 0.4200 0.0370 0.2807 0.5148 0.7569 0.8596 1.0000 0.8457 0.6797 0.6971
#> 64 0.3785 0.0454 0.2721 0.5297 0.7697 0.8643 0.9304 0.9372 0.6247 0.6024
#> 65 0.7434 0.0242 0.4463 0.5103 0.6952 0.7755 0.8364 0.7283 0.6399 0.5759
#> 66 0.4509 0.0291 0.2964 0.4019 0.6794 0.8297 1.0000 0.8240 0.7115 0.7726
#> 67 0.6210 0.0519 0.4586 0.5001 0.5032 0.7082 0.8420 0.8109 0.7690 0.8105
#> 68 0.2915 0.0437 0.4235 0.4460 0.2380 0.6415 0.8966 0.8918 0.7529 0.6838
#> 69 0.3038 0.0309 0.4069 0.3613 0.1994 0.4611 0.6849 0.7272 0.7152 0.7102
#> 70 0.3262 0.0146 0.2995 0.2109 0.2104 0.2085 0.2282 0.0747 0.1969 0.4086
#> 71 0.2948 0.0279 0.1729 0.3264 0.3834 0.3523 0.5410 0.5228 0.4475 0.5340
#> 72 0.5255 0.2339 0.3735 0.2243 0.1973 0.4337 0.6532 0.5070 0.2796 0.4163
#> 73 0.7917 0.1065 0.7383 0.6908 0.3850 0.0671 0.0502 0.2717 0.2839 0.2234
#> 74 0.8723 0.1210 0.7686 0.7326 0.5222 0.3097 0.3172 0.2270 0.1640 0.1746
#> 75 0.9975 0.0523 0.9911 0.8240 0.6498 0.5980 0.4862 0.3150 0.1543 0.0989
#> 76 0.9832 0.0179 0.9634 0.8646 0.8325 0.8276 0.8007 0.6102 0.4853 0.4355
#> 77 0.8333 0.0423 0.8730 0.8073 0.7507 0.7526 0.7298 0.6177 0.4946 0.4531
#> 78 0.7602 0.0555 0.8672 0.8416 0.7974 0.8385 0.9317 0.8555 0.6162 0.4139
#> 79 0.9333 0.0599 0.9399 0.9275 0.9450 0.8328 0.7773 0.7007 0.6154 0.5810
#> 80 0.8456 0.0436 0.7939 0.8804 0.8384 0.7852 0.8479 0.7434 0.6433 0.5514
#> 81 0.6995 0.0478 0.7435 0.8379 0.8641 0.9014 0.9432 0.9536 1.0000 0.9547
#> 82 0.7329 0.0266 0.8107 0.8396 0.8632 0.8747 0.9607 0.9716 0.9121 0.8576
#> 83 0.7309 0.0041 0.8092 0.8941 0.9668 1.0000 0.9893 0.9376 0.8991 0.9184
#> 84 0.7726 0.0119 0.8098 0.8995 0.9247 0.9365 0.9853 0.9776 1.0000 0.9896
#> 85 0.6520 0.0163 0.6788 0.7811 0.8369 0.8969 0.9856 1.0000 0.9395 0.8917
#> 86 0.8344 0.0853 0.8453 0.7999 0.8537 0.9642 1.0000 0.9357 0.9409 0.9070
#> 87 0.8789 0.0261 0.8501 0.8920 0.9473 1.0000 0.8975 0.7806 0.8321 0.6502
#> 88 0.9828 0.0586 0.8982 0.8890 0.9367 0.9122 0.7936 0.6718 0.6318 0.4865
#> 89 0.4060 0.1163 0.8395 0.9777 0.4680 0.0610 0.2143 0.1348 0.2854 0.1617
#> 90 0.1908 0.0821 0.8321 1.0000 0.4076 0.0960 0.1928 0.2419 0.3790 0.2893
#> 91 0.4331 0.1070 0.8718 0.7992 0.3712 0.1703 0.1611 0.2086 0.2847 0.2211
#> 92 0.2678 0.0611 0.9188 0.9779 0.3236 0.1944 0.1874 0.0885 0.3443 0.2953
#> 93 0.3257 0.1278 0.9007 0.9312 0.4856 0.1346 0.1604 0.2737 0.5609 0.3654
#> 94 0.3292 0.0902 0.4871 0.6527 0.8454 0.9739 1.0000 0.6665 0.5323 0.4024
#> 95 0.3609 0.1249 0.1810 0.2604 0.6572 0.9734 0.9757 0.8079 0.6521 0.4915
#> 96 0.2784 0.0944 0.3508 0.5187 0.7052 0.7143 0.6814 0.5100 0.5308 0.6131
#> 97 0.2355 0.0688 0.3045 0.3112 0.4698 0.5534 0.4532 0.4464 0.4670 0.4621
#> 98 0.1853 0.1574 0.5167 0.5342 0.6298 0.8437 0.6756 0.5825 0.6141 0.8809
#> 99 0.3218 0.0830 0.3345 0.3184 0.2887 0.3610 0.2566 0.4106 0.4591 0.4722
#> 100 0.8176 0.0649 0.8835 0.5248 0.6373 0.8375 0.6699 0.7756 0.8750 0.8300
#> 101 0.3219 0.0535 0.5356 0.8159 1.0000 0.8701 0.6889 0.6299 0.5738 0.5707
#> 102 0.6192 0.0278 0.7912 0.9264 1.0000 0.9080 0.7435 0.5557 0.3172 0.1295
#> 103 0.6803 0.0315 0.8435 0.9921 1.0000 0.7983 0.5426 0.3952 0.5179 0.5650
#> 104 0.9805 0.0394 1.0000 1.0000 0.9992 0.9067 0.6803 0.5103 0.4716 0.4980
#> 105 0.8357 0.0069 0.8593 0.9615 0.9838 0.8705 0.6403 0.5067 0.5395 0.6934
#> 106 0.2026 0.0178 0.1506 0.0521 0.2143 0.4333 0.5943 0.6926 0.7576 0.8787
#> 107 0.2344 0.0453 0.1260 0.0576 0.1241 0.3239 0.4357 0.5734 0.7825 0.9252
#> 108 0.1646 0.0433 0.0740 0.0625 0.2381 0.4824 0.6372 0.7531 0.8959 0.9941
#> 109 0.4309 0.0152 0.4161 0.5116 0.6501 0.7717 0.8491 0.9104 0.8912 0.8189
#> 110 0.5857 0.0027 0.6153 0.6753 0.7873 0.8974 0.9828 1.0000 0.8460 0.6055
#> 111 0.6470 0.0198 0.7276 0.7894 0.8264 0.8697 0.7836 0.7140 0.5698 0.2908
#> 112 0.3660 0.0297 0.5269 0.5810 0.6181 0.5875 0.4639 0.5424 0.7367 0.9089
#> 113 0.5418 0.0186 0.6260 0.7420 0.8257 0.8609 0.8400 0.8949 0.9945 1.0000
#> 114 0.4416 0.0172 0.5167 0.6508 0.7793 0.7978 0.7786 0.8587 0.9321 0.9454
#> 115 0.6950 0.0136 0.8097 0.8550 0.8717 0.8601 0.9201 0.8729 0.8084 0.8694
#> 116 0.6641 0.0444 0.7683 0.6960 0.4393 0.2432 0.2886 0.4974 0.8172 1.0000
#> 117 0.6601 0.0216 0.5844 0.4539 0.4789 0.5646 0.5281 0.7115 1.0000 0.9564
#> 118 0.4088 0.0173 0.5006 0.7271 0.9385 1.0000 0.9831 0.9932 0.9161 0.8237
#> 119 0.5280 0.0709 0.7198 0.7702 0.8562 0.8688 0.9236 1.0000 0.9662 0.9822
#> 120 0.3382 0.0420 0.4578 0.6474 0.6708 0.7007 0.7619 0.7745 0.6767 0.7373
#> 121 0.5209 0.0221 0.6898 0.8202 0.8780 0.7600 0.7616 0.7152 0.7288 0.8686
#> 122 0.2408 0.0321 0.5420 0.6802 0.6320 0.5824 0.6805 0.5984 0.8412 0.9911
#> 123 0.4351 0.0404 0.7264 0.8147 0.8103 0.6665 0.6958 0.7748 0.8688 1.0000
#> 124 0.5949 0.0383 0.7526 0.8959 0.8147 0.7109 0.7378 0.7201 0.8254 0.8917
#> 125 0.2826 0.0279 0.3245 0.3504 0.3324 0.4217 0.4774 0.4808 0.6325 0.8334
#> 126 0.3259 0.0274 0.3679 0.3355 0.3100 0.3914 0.5280 0.6409 0.7707 0.8754
#> 127 0.2427 0.0210 0.3149 0.4102 0.3808 0.4896 0.6292 0.7519 0.7985 0.8830
#> 128 0.2358 0.0121 0.3107 0.3906 0.3631 0.4809 0.6531 0.7812 0.8395 0.9180
#> 129 0.4898 0.0141 0.6127 0.7531 0.7718 0.7432 0.8673 0.9308 0.9836 1.0000
#> 130 0.6218 0.0017 0.7265 0.8346 0.8268 0.8366 0.9408 0.9510 0.9801 0.9974
#> 131 0.5233 0.0421 0.6684 0.7766 0.7928 0.7940 0.9129 0.9498 0.9835 1.0000
#> 132 0.6223 0.0744 0.7260 0.7934 0.8045 0.8067 0.9173 0.9327 0.9562 1.0000
#> 133 0.6487 0.0387 0.7154 0.8010 0.7924 0.8793 1.0000 0.9865 0.9474 0.9474
#> 134 0.2434 0.0378 0.1839 0.2802 0.6172 0.8015 0.8313 0.8440 0.8494 0.9168
#> 135 0.2034 0.0346 0.1740 0.4130 0.6879 0.8120 0.8453 0.8919 0.9300 0.9987
#> 136 0.2120 0.0101 0.2395 0.3272 0.5949 0.8302 0.9045 0.9888 0.9912 0.9448
#> 137 0.1962 0.0437 0.1395 0.3164 0.5888 0.7631 0.8473 0.9424 0.9986 0.9699
#> 138 0.2828 0.0353 0.4293 0.5685 0.6990 0.7246 0.7622 0.9242 1.0000 0.9979
#> 139 0.3714 0.0363 0.4552 0.5700 0.7397 0.8062 0.8837 0.9432 1.0000 0.9375
#> V28 V29 V3 V30 V31 V32 V33 V34 V35 V36
#> 1 0.8080 0.6791 0.0428 0.3857 0.1307 0.2604 0.5121 0.7547 0.8537 0.8507
#> 2 0.2767 0.4423 0.0843 0.2028 0.3788 0.2947 0.1984 0.2341 0.1306 0.4182
#> 3 0.2520 0.2090 0.0623 0.3559 0.6260 0.7340 0.6120 0.3497 0.3953 0.3012
#> 4 0.3750 0.3411 0.0277 0.5067 0.5580 0.4778 0.3299 0.2198 0.1407 0.2856
#> 5 0.5429 0.2177 0.1321 0.2149 0.5811 0.6323 0.2965 0.1873 0.2969 0.5163
#> 6 0.6091 0.2967 0.0842 0.1103 0.1318 0.0624 0.0990 0.4006 0.3666 0.1050
#> 7 0.7353 0.4856 0.0484 0.1594 0.3007 0.4096 0.3170 0.3305 0.3408 0.2186
#> 8 0.8907 0.7309 0.0347 0.6896 0.5829 0.4935 0.3101 0.0306 0.0244 0.1108
#> 9 0.8555 0.9720 0.0152 0.9221 0.7502 0.7209 0.7757 0.6055 0.5021 0.4499
#> 10 0.8673 0.6301 0.0169 0.4591 0.3940 0.2576 0.2817 0.2641 0.2757 0.2698
#> 11 0.0832 0.4019 0.0055 0.2344 0.1905 0.1235 0.1717 0.2351 0.2489 0.3649
#> 12 0.7669 0.5081 0.0253 0.4620 0.5380 0.5375 0.3844 0.3601 0.7402 0.7761
#> 13 0.6613 0.8028 0.0650 0.4200 0.5192 0.6962 0.5792 0.8889 0.7863 0.7133
#> 14 0.6941 0.6985 0.0191 0.8660 0.5930 0.3664 0.6750 0.8697 0.7837 0.7552
#> 15 0.2457 0.0716 0.0378 0.0613 0.1816 0.4493 0.5976 0.3785 0.2495 0.5771
#> 16 0.3788 0.4488 0.0819 0.6281 0.7449 0.7328 0.7704 0.7870 0.6048 0.5860
#> 17 0.5356 0.7124 0.0299 0.6291 0.4756 0.6015 0.7208 0.6234 0.5725 0.7523
#> 18 0.8357 0.9631 0.0138 0.9619 0.9236 0.8903 0.9708 0.9647 0.7892 0.5307
#> 19 0.4926 0.4992 0.0599 0.4161 0.1631 0.0404 0.0637 0.2962 0.3609 0.1866
#> 20 0.6172 0.8635 0.0288 0.6592 0.4770 0.4983 0.3330 0.3076 0.2876 0.2226
#> 21 0.8913 0.8610 0.0324 0.8063 0.5540 0.2446 0.3459 0.1615 0.2467 0.5564
#> 22 0.7862 0.5652 0.0291 0.3635 0.3534 0.3865 0.3370 0.1693 0.2627 0.3195
#> 23 0.5487 0.4720 0.0058 0.6235 0.3851 0.1590 0.3891 0.5294 0.3504 0.4480
#> 24 0.5669 0.5726 0.0049 0.4877 0.7532 0.7600 0.5185 0.4120 0.5560 0.5569
#> 25 0.7143 0.5605 0.0533 0.3728 0.2481 0.1921 0.1386 0.3325 0.2883 0.3228
#> 26 0.6540 0.7802 0.0398 0.7575 0.5836 0.6316 0.8108 0.9039 0.8647 0.6695
#> 27 0.8833 1.0000 0.0270 0.8296 0.6601 0.5499 0.5716 0.6859 0.6825 0.5142
#> 28 0.9228 0.8387 0.0196 0.7238 0.6292 0.5181 0.4629 0.5255 0.5147 0.3929
#> 29 0.7560 0.7466 0.0206 0.6387 0.4846 0.3328 0.5356 0.8741 0.8573 0.6718
#> 30 0.7321 0.8534 0.0056 1.0000 0.8448 0.6354 0.6308 0.6211 0.6976 0.5868
#> 31 0.7887 0.8725 0.0415 0.9376 0.8920 0.7508 0.6832 0.7610 0.9017 1.0000
#> 32 0.9401 0.9379 0.0217 0.8575 0.7284 0.6700 0.7547 0.8773 0.9919 0.9922
#> 33 0.3650 0.6685 0.0388 0.8659 0.8052 0.4082 0.3379 0.5092 0.6776 0.7313
#> 34 0.5897 0.3037 0.0397 0.0823 0.2787 0.7241 0.8032 0.8050 0.7676 0.7468
#> 35 0.4195 0.2990 0.0202 0.1354 0.2438 0.5624 0.5555 0.6963 0.7298 0.7022
#> 36 0.4402 0.4056 0.0232 0.4411 0.5130 0.5965 0.7272 0.6539 0.5902 0.5393
#> 37 0.6008 0.5437 0.0623 0.5387 0.5619 0.5141 0.6084 0.5621 0.5956 0.6078
#> 38 0.6404 0.3308 0.0308 0.3425 0.4920 0.4592 0.3034 0.4366 0.5175 0.5122
#> 39 0.8564 0.6790 0.0081 0.5587 0.4147 0.2946 0.2025 0.0688 0.1171 0.2157
#> 40 0.9134 0.7080 0.0257 0.6318 0.6126 0.4638 0.2797 0.1721 0.1665 0.2561
#> 41 0.9578 0.8642 0.0113 0.7128 0.5893 0.4323 0.2897 0.1744 0.0770 0.2297
#> 42 0.9071 0.8545 0.0075 0.7293 0.6499 0.6071 0.5588 0.5967 0.6275 0.5459
#> 43 0.9050 0.8228 0.0051 0.6986 0.5831 0.4924 0.4563 0.5159 0.5670 0.5284
#> 44 0.9858 0.9427 0.0242 0.8114 0.6987 0.6810 0.6591 0.6954 0.7290 0.6680
#> 45 0.8513 1.0000 0.0024 0.9166 0.7676 0.6177 0.5468 0.5516 0.5463 0.5515
#> 46 0.4855 0.5206 0.0135 0.5508 0.6102 0.5989 0.6764 0.8897 1.0000 0.9517
#> 47 0.6471 0.6340 0.0501 0.6107 0.7046 0.5376 0.5934 0.8443 0.9481 0.9705
#> 48 0.8457 0.8467 0.0137 0.7679 0.8055 0.6260 0.6545 0.8747 0.9885 0.9348
#> 49 0.7003 0.6825 0.0317 0.6443 0.7063 0.5373 0.6601 0.8708 0.9518 0.9605
#> 50 0.6897 0.9797 0.0181 1.0000 0.9546 0.8835 0.7662 0.6547 0.5447 0.4593
#> 51 0.6742 0.5537 0.0273 0.4638 0.3609 0.2055 0.1620 0.2092 0.3100 0.2344
#> 52 0.5816 0.4667 0.0068 0.3539 0.2727 0.1410 0.1863 0.2176 0.2360 0.1725
#> 53 0.6624 0.5564 0.0092 0.3925 0.3233 0.2054 0.1920 0.2227 0.3147 0.2268
#> 54 0.9134 0.6762 0.0121 0.4659 0.2895 0.2959 0.1746 0.2112 0.2569 0.2276
#> 55 0.7317 0.4421 0.0325 0.3244 0.4161 0.4611 0.4031 0.3000 0.2459 0.1348
#> 56 0.7633 0.4434 0.0466 0.3822 0.4727 0.4007 0.3381 0.3172 0.2222 0.0733
#> 57 0.5877 0.3474 0.0476 0.4235 0.4633 0.3410 0.2849 0.2847 0.1742 0.0549
#> 58 0.4492 0.4739 0.0058 0.6153 0.4929 0.3195 0.3735 0.3336 0.1052 0.0671
#> 59 0.4808 0.6291 0.0155 0.7152 0.6005 0.4235 0.4106 0.3992 0.1730 0.1975
#> 60 0.2989 0.5009 0.0392 0.6628 0.5753 0.4055 0.3746 0.3481 0.1580 0.1422
#> 61 0.5002 0.5578 0.0423 0.4831 0.4729 0.3318 0.3969 0.3894 0.2314 0.1036
#> 62 0.5014 0.3942 0.1636 0.4456 0.4072 0.0773 0.1423 0.0401 0.3597 0.6847
#> 63 0.5843 0.4772 0.0953 0.5201 0.4241 0.1592 0.1668 0.0588 0.3967 0.7147
#> 64 0.6810 0.5047 0.0382 0.5775 0.4754 0.2400 0.2779 0.1997 0.5305 0.7409
#> 65 0.4146 0.3495 0.0621 0.4437 0.2665 0.2024 0.1942 0.0765 0.3725 0.5843
#> 66 0.6124 0.4936 0.0749 0.5648 0.4906 0.1820 0.1811 0.1107 0.4603 0.6650
#> 67 0.6203 0.2356 0.0621 0.2595 0.6299 0.6762 0.2903 0.4393 0.8529 0.7180
#> 68 0.8390 1.0000 0.0347 0.8362 0.5427 0.4577 0.8067 0.6973 0.3915 0.1558
#> 69 0.8516 1.0000 0.0171 0.7690 0.4841 0.3717 0.6096 0.5110 0.2586 0.0916
#> 70 0.6385 0.7970 0.0026 0.7508 0.5517 0.2214 0.4672 0.4479 0.2297 0.3235
#> 71 0.5323 0.3907 0.0592 0.3456 0.4091 0.4639 0.5580 0.5727 0.6355 0.7563
#> 72 0.5950 0.5242 0.3059 0.4178 0.3714 0.2375 0.0863 0.1437 0.2896 0.4577
#> 73 0.1911 0.0408 0.1526 0.2531 0.1979 0.1891 0.2433 0.1956 0.2667 0.1340
#> 74 0.1835 0.2048 0.1268 0.1674 0.2767 0.3104 0.3399 0.4441 0.5046 0.2814
#> 75 0.0284 0.1008 0.0653 0.2636 0.2694 0.2930 0.2925 0.3998 0.3660 0.3172
#> 76 0.4307 0.4399 0.0449 0.3833 0.3032 0.3035 0.3197 0.2292 0.2131 0.2347
#> 77 0.4099 0.4540 0.0474 0.4124 0.3139 0.3194 0.3692 0.3776 0.4469 0.4777
#> 78 0.3269 0.3108 0.0708 0.2554 0.3367 0.4465 0.5000 0.5111 0.5194 0.4619
#> 79 0.4454 0.3707 0.0656 0.2891 0.2185 0.1711 0.3578 0.3947 0.2867 0.2401
#> 80 0.3519 0.3168 0.0447 0.3346 0.2056 0.1032 0.3168 0.4040 0.4282 0.4538
#> 81 0.9745 0.8962 0.0298 0.7196 0.5462 0.3156 0.2525 0.1969 0.2189 0.1533
#> 82 0.8798 0.7720 0.0223 0.5711 0.4264 0.2860 0.3114 0.2066 0.1165 0.0185
#> 83 0.9128 0.7811 0.0239 0.6018 0.3765 0.3300 0.2280 0.0212 0.1117 0.1788
#> 84 0.9076 0.7306 0.0277 0.5758 0.4469 0.3719 0.2079 0.0955 0.0488 0.1406
#> 85 0.8105 0.6828 0.0341 0.5572 0.4301 0.3339 0.2035 0.0798 0.0809 0.1525
#> 86 0.7104 0.6320 0.1000 0.5667 0.3501 0.2447 0.1698 0.3290 0.3674 0.2331
#> 87 0.4548 0.4732 0.0120 0.3391 0.2747 0.0978 0.0477 0.1403 0.1834 0.2148
#> 88 0.3388 0.4832 0.0628 0.3822 0.3075 0.1267 0.0743 0.1510 0.1906 0.1817
#> 89 0.2649 0.4565 0.0866 0.6502 0.2848 0.3296 0.5370 0.6627 0.8626 0.8547
#> 90 0.3451 0.3777 0.0629 0.5213 0.2316 0.3335 0.4781 0.6116 0.6705 0.7375
#> 91 0.6134 0.5807 0.0257 0.6925 0.3825 0.4303 0.7791 0.8703 1.0000 0.9212
#> 92 0.5908 0.4564 0.1136 0.7334 0.1969 0.2790 0.6212 0.8681 0.8621 0.9380
#> 93 0.6139 0.5470 0.0926 0.8474 0.5638 0.5443 0.5086 0.6253 0.8497 0.8406
#> 94 0.3444 0.4239 0.0833 0.4182 0.4393 0.1162 0.4336 0.6553 0.6172 0.4373
#> 95 0.5363 0.7649 0.1665 0.5250 0.5101 0.4219 0.4160 0.1906 0.0223 0.4219
#> 96 0.8388 0.9031 0.0622 0.8607 0.9656 0.9168 0.7132 0.6898 0.7310 0.4134
#> 97 0.6988 0.7626 0.0992 0.7025 0.7382 0.7446 0.7927 0.5227 0.3967 0.3042
#> 98 0.8375 0.3869 0.1112 0.5051 0.5455 0.4241 0.1534 0.4950 0.6983 0.7109
#> 99 0.7278 0.7591 0.0577 0.6579 0.7514 0.6666 0.4903 0.5962 0.6552 0.4014
#> 100 0.6896 0.3372 0.0737 0.6405 0.7138 0.8202 0.6657 0.5254 0.2960 0.0704
#> 101 0.5976 0.4301 0.0334 0.2058 0.1000 0.2247 0.2308 0.3977 0.3317 0.1726
#> 102 0.0598 0.2722 0.0115 0.3616 0.3293 0.4855 0.3936 0.1845 0.0342 0.2489
#> 103 0.3042 0.1881 0.0170 0.3960 0.2286 0.3544 0.4187 0.2398 0.1847 0.3760
#> 104 0.6196 0.7171 0.0416 0.6316 0.3554 0.2897 0.4316 0.3791 0.2421 0.0944
#> 105 0.8487 0.8213 0.0279 0.5962 0.2950 0.2758 0.2885 0.1893 0.1446 0.0955
#> 106 0.9060 0.8528 0.0274 0.9087 0.9657 0.9306 0.7774 0.6643 0.6604 0.6884
#> 107 0.9349 0.9348 0.0289 1.0000 0.9308 0.8478 0.7605 0.7040 0.7539 0.7990
#> 108 0.9957 0.9328 0.0547 0.9344 0.8854 0.7690 0.6865 0.6390 0.6378 0.6629
#> 109 0.6779 0.5368 0.0346 0.5207 0.5651 0.5749 0.5250 0.4255 0.3330 0.2331
#> 110 0.3036 0.0144 0.0089 0.2526 0.4335 0.4918 0.5409 0.5961 0.5248 0.3777
#> 111 0.4636 0.6409 0.0202 0.7405 0.8069 0.8420 1.0000 0.9536 0.6755 0.3905
#> 112 1.0000 0.8247 0.0116 0.5441 0.3349 0.0877 0.1600 0.4169 0.6576 0.7390
#> 113 0.9649 0.8747 0.0289 0.6257 0.2184 0.2945 0.3645 0.5012 0.7843 0.9361
#> 114 0.8645 0.7220 0.0178 0.4850 0.1357 0.2951 0.4715 0.6036 0.8083 0.9870
#> 115 0.8411 0.5793 0.0408 0.3754 0.3485 0.4639 0.6495 0.6901 0.5666 0.5188
#> 116 0.9238 0.8519 0.0476 0.7722 0.5772 0.5190 0.6824 0.6220 0.5054 0.3578
#> 117 0.6090 0.5112 0.0386 0.4000 0.0482 0.1852 0.2186 0.1436 0.1757 0.1428
#> 118 0.6957 0.4536 0.0291 0.3281 0.2522 0.3964 0.4154 0.3308 0.1445 0.1923
#> 119 0.7360 0.4158 0.0453 0.2918 0.3280 0.3690 0.3450 0.2863 0.0864 0.3724
#> 120 0.7834 0.9619 0.0446 1.0000 0.8086 0.5558 0.5409 0.4988 0.3108 0.2897
#> 121 0.9509 0.8348 0.0433 0.5730 0.4363 0.4289 0.4240 0.3156 0.1287 0.1477
#> 122 0.9187 0.8005 0.0709 0.6713 0.5632 0.7332 0.6038 0.2575 0.0349 0.1799
#> 123 0.9941 0.8793 0.0682 0.6482 0.5876 0.6408 0.4972 0.2755 0.0300 0.3356
#> 124 0.9820 0.8179 0.0505 0.4848 0.3203 0.2775 0.2382 0.2911 0.1675 0.3156
#> 125 0.9458 1.0000 0.0103 0.8425 0.5524 0.4795 0.5200 0.3968 0.1940 0.1519
#> 126 1.0000 0.9806 0.0248 0.6969 0.4973 0.5020 0.5359 0.3842 0.1848 0.1149
#> 127 0.9915 0.9223 0.0282 0.6981 0.6167 0.5069 0.3921 0.3524 0.2183 0.1245
#> 128 0.9769 0.8937 0.0380 0.7022 0.6500 0.5069 0.3903 0.3009 0.1565 0.0985
#> 129 0.9595 0.8722 0.0309 0.6862 0.4901 0.3280 0.3115 0.1969 0.1019 0.0317
#> 130 1.0000 0.9036 0.0270 0.6409 0.3857 0.2908 0.2040 0.1653 0.1769 0.1140
#> 131 0.9471 0.8237 0.0504 0.6252 0.4181 0.3209 0.2658 0.2196 0.1588 0.0561
#> 132 0.9818 0.8684 0.0367 0.6381 0.3997 0.3242 0.2835 0.2413 0.2321 0.1260
#> 133 0.9315 0.8326 0.0329 0.6213 0.3772 0.2822 0.2042 0.2190 0.2223 0.1327
#> 134 1.0000 0.7896 0.0488 0.5371 0.6472 0.6505 0.4959 0.2175 0.0990 0.0434
#> 135 1.0000 0.8104 0.0168 0.6199 0.6041 0.5547 0.4160 0.1472 0.0849 0.0608
#> 136 1.0000 0.9092 0.0298 0.7412 0.7691 0.7117 0.5304 0.2131 0.0928 0.1297
#> 137 1.0000 0.8630 0.0180 0.6979 0.7717 0.7305 0.5197 0.1786 0.1098 0.1446
#> 138 0.8297 0.7032 0.0490 0.7141 0.6893 0.4961 0.2584 0.0969 0.0776 0.0364
#> 139 0.7603 0.7123 0.0136 0.8358 0.7622 0.4567 0.1715 0.1549 0.1641 0.1869
#> V37 V38 V39 V4 V40 V41 V42 V43 V44 V45
#> 1 0.6692 0.6097 0.4943 0.0207 0.2744 0.0510 0.2834 0.2825 0.4256 0.2641
#> 2 0.3835 0.1057 0.1840 0.0689 0.1970 0.1674 0.0583 0.1401 0.1628 0.0621
#> 3 0.5408 0.8814 0.9857 0.0205 0.9167 0.6121 0.5006 0.3210 0.3202 0.4295
#> 4 0.3807 0.4158 0.4054 0.0174 0.3296 0.2707 0.2650 0.0723 0.1238 0.1192
#> 5 0.6153 0.4283 0.5479 0.1408 0.6133 0.5017 0.2377 0.1957 0.1749 0.1304
#> 6 0.1915 0.3930 0.4288 0.0319 0.2546 0.1151 0.2196 0.1879 0.1437 0.2146
#> 7 0.2463 0.2726 0.1680 0.0475 0.2792 0.2558 0.1740 0.2121 0.1099 0.0985
#> 8 0.1594 0.1371 0.0696 0.0070 0.0452 0.0620 0.1421 0.1597 0.1384 0.0372
#> 9 0.3947 0.4281 0.4427 0.0336 0.3749 0.1972 0.0511 0.0793 0.1269 0.1533
#> 10 0.3994 0.4576 0.3940 0.0313 0.2522 0.1782 0.1354 0.0516 0.0337 0.0894
#> 11 0.3382 0.1589 0.0989 0.0250 0.1089 0.1043 0.0839 0.1391 0.0819 0.0678
#> 12 0.3858 0.0667 0.3684 0.0489 0.6114 0.3510 0.2312 0.2195 0.3051 0.1937
#> 13 0.7615 0.4401 0.3009 0.0921 0.3163 0.2809 0.2898 0.0526 0.1867 0.1553
#> 14 0.5789 0.4713 0.1252 0.0469 0.6087 0.7322 0.5977 0.3431 0.1803 0.2378
#> 15 0.8852 0.8409 0.3570 0.0774 0.3133 0.6096 0.6378 0.2709 0.1419 0.1260
#> 16 0.6385 0.7279 0.6286 0.1252 0.5316 0.4069 0.1791 0.1625 0.2527 0.1903
#> 17 0.8712 0.9252 0.9709 0.0297 0.9297 0.8995 0.7911 0.5600 0.2838 0.4407
#> 18 0.2718 0.1953 0.1374 0.0062 0.3105 0.3790 0.4105 0.3355 0.2998 0.2748
#> 19 0.0476 0.1497 0.2405 0.1050 0.1980 0.3175 0.2379 0.1716 0.1559 0.1556
#> 20 0.0794 0.0603 0.1049 0.0394 0.0606 0.1530 0.0983 0.1643 0.1901 0.1107
#> 21 0.4681 0.0979 0.1582 0.0569 0.0751 0.3321 0.3745 0.2666 0.1078 0.1418
#> 22 0.1388 0.1048 0.1681 0.0432 0.1910 0.1174 0.0933 0.0856 0.0951 0.0986
#> 23 0.4041 0.5031 0.6475 0.0190 0.5493 0.3548 0.2028 0.1882 0.0845 0.1315
#> 24 0.1336 0.3831 0.4611 0.0581 0.4330 0.2556 0.1466 0.3489 0.2659 0.0944
#> 25 0.2607 0.2040 0.2396 0.0569 0.1319 0.0683 0.0334 0.0716 0.0976 0.0787
#> 26 0.4027 0.2370 0.2685 0.0359 0.3662 0.3267 0.2200 0.2996 0.2205 0.1163
#> 27 0.2750 0.1358 0.1551 0.0481 0.2646 0.1994 0.1883 0.2746 0.1651 0.0575
#> 28 0.1279 0.0411 0.0859 0.0206 0.1131 0.1306 0.1757 0.2648 0.1955 0.0656
#> 29 0.3446 0.3150 0.2702 0.0505 0.2598 0.2742 0.3594 0.4382 0.2460 0.0758
#> 30 0.4889 0.3683 0.2043 0.0064 0.1469 0.2220 0.1449 0.1490 0.1211 0.1144
#> 31 0.9123 0.7388 0.5915 0.0286 0.4057 0.3019 0.2331 0.2931 0.2298 0.2391
#> 32 0.9419 0.8388 0.6605 0.0339 0.4816 0.2917 0.1769 0.1136 0.0701 0.1578
#> 33 0.6062 0.7040 0.8849 0.0239 0.8979 0.7751 0.7247 0.7733 0.7762 0.6009
#> 34 0.6253 0.1730 0.2916 0.0604 0.5003 0.5220 0.4824 0.4004 0.3877 0.1651
#> 35 0.5468 0.1421 0.4738 0.0889 0.6410 0.4375 0.3178 0.2377 0.2808 0.1374
#> 36 0.4897 0.4081 0.4145 0.0225 0.6003 0.7196 0.6633 0.6287 0.4087 0.3212
#> 37 0.5025 0.2829 0.0477 0.0600 0.2811 0.3422 0.5147 0.4372 0.2470 0.1708
#> 38 0.4746 0.4902 0.4603 0.0311 0.4460 0.4196 0.2873 0.2296 0.0949 0.0095
#> 39 0.2216 0.2776 0.2309 0.0230 0.1444 0.1513 0.1745 0.1756 0.1424 0.0908
#> 40 0.2735 0.3209 0.2724 0.0062 0.1880 0.1552 0.2522 0.2121 0.1801 0.1473
#> 41 0.2459 0.3101 0.3312 0.0263 0.2220 0.0871 0.2064 0.1808 0.1624 0.1120
#> 42 0.4786 0.3965 0.2087 0.0097 0.1651 0.1836 0.0652 0.0758 0.0486 0.0353
#> 43 0.5144 0.3742 0.2282 0.0289 0.1193 0.1088 0.0431 0.1070 0.0583 0.0046
#> 44 0.5917 0.4899 0.3439 0.0445 0.2366 0.1716 0.1013 0.0766 0.0845 0.0260
#> 45 0.4561 0.3466 0.3384 0.0058 0.2853 0.2502 0.1641 0.1605 0.1491 0.1326
#> 46 0.8459 0.7073 0.6697 0.0494 0.6326 0.5102 0.4161 0.2816 0.1705 0.1421
#> 47 0.7766 0.6313 0.5760 0.0285 0.6148 0.5450 0.4813 0.3406 0.1916 0.1134
#> 48 0.6960 0.5733 0.5872 0.0084 0.6663 0.5651 0.5247 0.3684 0.1997 0.1512
#> 49 0.7712 0.6772 0.6431 0.0293 0.6720 0.6035 0.5155 0.3802 0.2278 0.1522
#> 50 0.4679 0.1987 0.0699 0.0406 0.1493 0.1713 0.1654 0.2600 0.3846 0.3754
#> 51 0.1058 0.0383 0.0528 0.0139 0.1291 0.2241 0.1915 0.1587 0.0942 0.0840
#> 52 0.0589 0.0621 0.1847 0.0108 0.2452 0.2984 0.3041 0.2275 0.1480 0.1102
#> 53 0.0795 0.0748 0.1166 0.0387 0.1969 0.2619 0.2507 0.1983 0.0948 0.0931
#> 54 0.2149 0.1601 0.0371 0.0378 0.0117 0.0488 0.0288 0.0597 0.0431 0.0369
#> 55 0.2541 0.2255 0.1598 0.0239 0.1485 0.0845 0.0569 0.0855 0.1262 0.1153
#> 56 0.2692 0.1888 0.0712 0.0440 0.1062 0.0694 0.0300 0.0893 0.1459 0.1348
#> 57 0.1192 0.1154 0.0855 0.0539 0.1811 0.1264 0.0799 0.0378 0.1268 0.1125
#> 58 0.0379 0.0461 0.1694 0.0460 0.2169 0.1677 0.0644 0.0159 0.0778 0.0653
#> 59 0.2370 0.1339 0.1583 0.0489 0.3151 0.1968 0.2054 0.1272 0.1129 0.1946
#> 60 0.2130 0.1866 0.1003 0.0236 0.2396 0.2241 0.2029 0.0710 0.1606 0.1669
#> 61 0.1312 0.0864 0.2569 0.0350 0.3179 0.2649 0.2714 0.1713 0.0584 0.1230
#> 62 0.7076 0.3597 0.0612 0.1421 0.3027 0.3966 0.3868 0.2380 0.2059 0.2288
#> 63 0.7319 0.3509 0.0589 0.0824 0.2690 0.4200 0.3874 0.2440 0.2000 0.2307
#> 64 0.7775 0.4424 0.1416 0.0203 0.3508 0.4482 0.4208 0.3054 0.2235 0.2611
#> 65 0.4827 0.2347 0.0999 0.0560 0.3244 0.3990 0.2975 0.1684 0.1761 0.1683
#> 66 0.6423 0.2166 0.1951 0.0519 0.4947 0.4925 0.4041 0.2402 0.1392 0.1779
#> 67 0.4801 0.5856 0.4993 0.0518 0.2866 0.0601 0.1167 0.2737 0.2812 0.2078
#> 68 0.1598 0.2161 0.5178 0.0456 0.4782 0.2344 0.3599 0.2785 0.1807 0.0352
#> 69 0.0947 0.2287 0.3480 0.0228 0.2095 0.1901 0.2941 0.2211 0.1524 0.0746
#> 70 0.4480 0.5581 0.6520 0.0141 0.5354 0.2478 0.2268 0.1788 0.0898 0.0536
#> 71 0.6903 0.6176 0.5379 0.1270 0.5622 0.6508 0.4797 0.3736 0.2804 0.1982
#> 72 0.3725 0.3372 0.3803 0.4264 0.4181 0.3603 0.2711 0.1653 0.1951 0.2811
#> 73 0.1073 0.2023 0.1794 0.1229 0.0227 0.1313 0.1775 0.1549 0.1626 0.0708
#> 74 0.1681 0.2633 0.3198 0.1498 0.1933 0.0934 0.0443 0.0780 0.0722 0.0405
#> 75 0.4609 0.4374 0.1820 0.0521 0.3376 0.6202 0.4448 0.1863 0.1420 0.0589
#> 76 0.3201 0.4455 0.3655 0.1096 0.2715 0.1747 0.1781 0.2199 0.1056 0.0573
#> 77 0.4716 0.4664 0.3893 0.0818 0.4255 0.4064 0.3712 0.3863 0.2802 0.1283
#> 78 0.4234 0.4372 0.4277 0.0618 0.4433 0.3700 0.3324 0.2564 0.2527 0.2137
#> 79 0.3619 0.3314 0.3763 0.0229 0.4767 0.4059 0.3661 0.2320 0.1450 0.1017
#> 80 0.3704 0.3741 0.3839 0.0844 0.3494 0.4380 0.4265 0.2854 0.2808 0.2395
#> 81 0.0711 0.1498 0.1755 0.0210 0.2276 0.1322 0.1056 0.1973 0.1692 0.1881
#> 82 0.1302 0.2480 0.1637 0.0749 0.1103 0.2144 0.2033 0.1887 0.1370 0.1376
#> 83 0.2373 0.2843 0.2241 0.0441 0.2715 0.3363 0.2546 0.1867 0.2160 0.1278
#> 84 0.2554 0.2054 0.1614 0.0760 0.2232 0.1773 0.2293 0.2521 0.1464 0.0673
#> 85 0.2626 0.2456 0.1980 0.0247 0.2412 0.2409 0.1901 0.2077 0.1767 0.1119
#> 86 0.2413 0.2556 0.1892 0.0428 0.1940 0.3074 0.2785 0.0308 0.1238 0.1854
#> 87 0.1271 0.1912 0.3391 0.0768 0.3444 0.2369 0.1195 0.2665 0.2587 0.1393
#> 88 0.1709 0.0946 0.2829 0.0534 0.3006 0.1602 0.1483 0.2875 0.2047 0.1064
#> 89 0.7848 0.9016 0.8827 0.0358 0.6086 0.2810 0.0906 0.1177 0.2694 0.5214
#> 90 0.7356 0.7792 0.6788 0.0608 0.5259 0.2762 0.1545 0.2019 0.2231 0.4221
#> 91 0.9386 0.9303 0.7314 0.0837 0.4791 0.2087 0.2016 0.1669 0.2872 0.4374
#> 92 0.8327 0.9480 0.6721 0.1203 0.4436 0.5163 0.3809 0.1557 0.1449 0.2662
#> 93 0.8420 0.9136 0.7713 0.1234 0.4882 0.3724 0.4469 0.4586 0.4491 0.5616
#> 94 0.4118 0.3641 0.4572 0.0813 0.4367 0.2964 0.4312 0.4155 0.1824 0.1487
#> 95 0.5496 0.2483 0.2034 0.1496 0.2729 0.2837 0.4463 0.3178 0.0807 0.1192
#> 96 0.1580 0.1819 0.1381 0.0415 0.2960 0.6935 0.8246 0.5351 0.4403 0.6448
#> 97 0.1309 0.2408 0.1780 0.1021 0.1598 0.5657 0.6443 0.4241 0.4567 0.5760
#> 98 0.5647 0.4870 0.5515 0.1085 0.4433 0.5250 0.6075 0.5251 0.1359 0.4268
#> 99 0.1188 0.3245 0.3107 0.0627 0.1354 0.5109 0.7988 0.7517 0.5508 0.5858
#> 100 0.0970 0.3941 0.6028 0.1132 0.3521 0.3924 0.4808 0.4602 0.4164 0.5438
#> 101 0.1429 0.2168 0.1967 0.0818 0.2140 0.3674 0.2023 0.0778 0.0925 0.2388
#> 102 0.3837 0.3514 0.2654 0.0445 0.1760 0.1599 0.0866 0.0590 0.0813 0.0492
#> 103 0.4331 0.3626 0.2519 0.0226 0.1870 0.1046 0.2339 0.1991 0.1100 0.0684
#> 104 0.0351 0.0844 0.0436 0.0547 0.1130 0.2045 0.1937 0.0834 0.1502 0.1675
#> 105 0.0888 0.0836 0.0894 0.0583 0.1547 0.2318 0.2225 0.1035 0.1721 0.2017
#> 106 0.6938 0.5932 0.5774 0.0232 0.6223 0.5841 0.4527 0.4911 0.5762 0.5013
#> 107 0.7673 0.5955 0.4731 0.0713 0.4840 0.4340 0.3954 0.4837 0.5379 0.4485
#> 108 0.5983 0.4565 0.3129 0.0681 0.4158 0.4325 0.4031 0.4201 0.4557 0.3955
#> 109 0.1451 0.1648 0.2694 0.0346 0.3730 0.4467 0.4133 0.3743 0.3021 0.2069
#> 110 0.2369 0.1720 0.1878 0.0061 0.3250 0.2575 0.2423 0.2706 0.2323 0.1724
#> 111 0.1249 0.3629 0.6356 0.0386 0.8116 0.7664 0.5417 0.2614 0.1723 0.2814
#> 112 0.7963 0.7493 0.6795 0.0082 0.4713 0.2355 0.1704 0.2728 0.4016 0.4125
#> 113 0.8195 0.6207 0.4513 0.0195 0.3004 0.2674 0.2241 0.3141 0.3693 0.2986
#> 114 0.8800 0.6411 0.4276 0.0363 0.2702 0.2642 0.3342 0.4335 0.4542 0.3960
#> 115 0.5060 0.3885 0.3762 0.0633 0.3738 0.2605 0.1591 0.1875 0.2267 0.1577
#> 116 0.3809 0.3813 0.3359 0.0698 0.2771 0.3648 0.3834 0.3453 0.2096 0.1031
#> 117 0.1644 0.3089 0.3648 0.0627 0.4441 0.3859 0.2813 0.1238 0.0953 0.1201
#> 118 0.3208 0.3367 0.5683 0.0301 0.5505 0.3231 0.0448 0.3131 0.3387 0.4130
#> 119 0.4649 0.3488 0.1817 0.0333 0.1142 0.1220 0.2621 0.4461 0.4726 0.3263
#> 120 0.2244 0.0960 0.2287 0.0551 0.3228 0.3454 0.3882 0.3240 0.0926 0.1173
#> 121 0.2062 0.2400 0.5173 0.0191 0.5168 0.1491 0.2407 0.3415 0.4494 0.4624
#> 122 0.3039 0.4760 0.5756 0.0108 0.4254 0.5046 0.7179 0.6163 0.5663 0.5749
#> 123 0.3167 0.4133 0.6281 0.0688 0.4977 0.2613 0.4697 0.4806 0.4921 0.5294
#> 124 0.1869 0.3391 0.5993 0.0707 0.4124 0.1181 0.3651 0.4655 0.4777 0.3517
#> 125 0.2010 0.1736 0.1029 0.0566 0.2244 0.3717 0.4449 0.3939 0.2030 0.2010
#> 126 0.1570 0.1311 0.1583 0.0237 0.2631 0.3103 0.4512 0.3785 0.1269 0.1459
#> 127 0.1592 0.1626 0.2356 0.0596 0.2483 0.2437 0.2715 0.1184 0.1157 0.1449
#> 128 0.2200 0.2243 0.2736 0.0128 0.2152 0.2438 0.3154 0.2112 0.0991 0.0594
#> 129 0.0756 0.0907 0.1066 0.0375 0.1380 0.0665 0.1475 0.2470 0.2788 0.2709
#> 130 0.0740 0.0941 0.0621 0.0450 0.0426 0.0572 0.1068 0.1909 0.2229 0.2203
#> 131 0.0948 0.1700 0.1215 0.0250 0.1282 0.0386 0.1329 0.2331 0.2468 0.1960
#> 132 0.0693 0.0701 0.1439 0.0225 0.1475 0.0438 0.0469 0.1476 0.1742 0.1555
#> 133 0.0521 0.0618 0.1416 0.0078 0.1460 0.0846 0.1055 0.1639 0.1916 0.2085
#> 134 0.1708 0.1979 0.1880 0.0848 0.1108 0.1702 0.0585 0.0638 0.1391 0.0638
#> 135 0.0969 0.1411 0.1676 0.0177 0.1200 0.1201 0.1036 0.1977 0.1339 0.0902
#> 136 0.1159 0.1226 0.1768 0.0564 0.0345 0.1562 0.0824 0.1149 0.1694 0.0954
#> 137 0.1066 0.1440 0.1929 0.0292 0.0325 0.1490 0.0328 0.0537 0.1309 0.0910
#> 138 0.1572 0.1823 0.1349 0.0608 0.0849 0.0492 0.1367 0.1552 0.1548 0.1319
#> 139 0.2655 0.1713 0.0959 0.0272 0.0768 0.0847 0.2076 0.2505 0.1862 0.1439
#> V46 V47 V48 V49 V5 V50 V51 V52 V53 V54
#> 1 0.1386 0.1051 0.1343 0.0383 0.0954 0.0324 0.0232 0.0027 0.0065 0.0159
#> 2 0.0203 0.0530 0.0742 0.0409 0.1183 0.0061 0.0125 0.0084 0.0089 0.0048
#> 3 0.3654 0.2655 0.1576 0.0681 0.0205 0.0294 0.0241 0.0121 0.0036 0.0150
#> 4 0.1089 0.0623 0.0494 0.0264 0.0384 0.0081 0.0104 0.0045 0.0014 0.0038
#> 5 0.0597 0.1124 0.1047 0.0507 0.1674 0.0159 0.0195 0.0201 0.0248 0.0131
#> 6 0.2360 0.1125 0.0254 0.0285 0.1158 0.0178 0.0052 0.0081 0.0120 0.0045
#> 7 0.1271 0.1459 0.1164 0.0777 0.0647 0.0439 0.0061 0.0145 0.0128 0.0145
#> 8 0.0688 0.0867 0.0513 0.0092 0.0187 0.0198 0.0118 0.0090 0.0223 0.0179
#> 9 0.0690 0.0402 0.0534 0.0228 0.0310 0.0073 0.0062 0.0062 0.0120 0.0052
#> 10 0.0861 0.0872 0.0445 0.0134 0.0358 0.0217 0.0188 0.0133 0.0265 0.0224
#> 11 0.0663 0.1202 0.0692 0.0152 0.0344 0.0266 0.0174 0.0176 0.0127 0.0088
#> 12 0.1570 0.0479 0.0538 0.0146 0.1197 0.0068 0.0187 0.0059 0.0095 0.0194
#> 13 0.1633 0.1252 0.0748 0.0452 0.1615 0.0064 0.0154 0.0031 0.0153 0.0071
#> 14 0.3424 0.2303 0.0689 0.0216 0.0737 0.0469 0.0426 0.0346 0.0158 0.0154
#> 15 0.1288 0.0790 0.0829 0.0520 0.1388 0.0216 0.0360 0.0331 0.0131 0.0120
#> 16 0.1643 0.0604 0.0209 0.0436 0.1783 0.0175 0.0107 0.0193 0.0118 0.0064
#> 17 0.5507 0.4331 0.2905 0.1981 0.0652 0.0779 0.0396 0.0173 0.0149 0.0115
#> 18 0.2024 0.1043 0.0453 0.0337 0.0133 0.0122 0.0072 0.0108 0.0070 0.0063
#> 19 0.0422 0.0493 0.0476 0.0219 0.1163 0.0059 0.0086 0.0061 0.0015 0.0084
#> 20 0.1917 0.1467 0.0392 0.0356 0.0630 0.0270 0.0168 0.0102 0.0122 0.0044
#> 21 0.1687 0.0738 0.0634 0.0144 0.0330 0.0226 0.0061 0.0162 0.0146 0.0093
#> 22 0.0956 0.0426 0.0407 0.0106 0.0951 0.0179 0.0056 0.0236 0.0114 0.0136
#> 23 0.1590 0.0562 0.0617 0.0343 0.0319 0.0370 0.0261 0.0157 0.0074 0.0271
#> 24 0.1370 0.1344 0.0416 0.0719 0.0278 0.0637 0.0210 0.0204 0.0216 0.0135
#> 25 0.0522 0.0500 0.0231 0.0221 0.0647 0.0144 0.0307 0.0386 0.0147 0.0018
#> 26 0.0635 0.0465 0.0422 0.0174 0.0681 0.0172 0.0134 0.0141 0.0191 0.0145
#> 27 0.0695 0.0598 0.0456 0.0021 0.0679 0.0068 0.0036 0.0022 0.0032 0.0060
#> 28 0.0580 0.0319 0.0301 0.0272 0.0180 0.0074 0.0149 0.0125 0.0134 0.0026
#> 29 0.0187 0.0797 0.0748 0.0367 0.0657 0.0155 0.0300 0.0112 0.0112 0.0102
#> 30 0.0791 0.0365 0.0152 0.0085 0.0260 0.0120 0.0022 0.0069 0.0064 0.0129
#> 31 0.1910 0.1096 0.0300 0.0171 0.0121 0.0383 0.0053 0.0090 0.0042 0.0153
#> 32 0.1938 0.1106 0.0693 0.0176 0.0305 0.0205 0.0309 0.0212 0.0091 0.0056
#> 33 0.4514 0.3096 0.1859 0.0956 0.1315 0.0206 0.0206 0.0096 0.0153 0.0096
#> 34 0.0442 0.0663 0.0418 0.0475 0.0496 0.0235 0.0066 0.0062 0.0129 0.0184
#> 35 0.1136 0.1034 0.0688 0.0422 0.1570 0.0117 0.0070 0.0167 0.0127 0.0138
#> 36 0.2518 0.1482 0.0988 0.0317 0.0179 0.0269 0.0066 0.0008 0.0045 0.0024
#> 37 0.1343 0.0838 0.0755 0.0304 0.1397 0.0074 0.0069 0.0025 0.0103 0.0074
#> 38 0.0527 0.0383 0.0107 0.0108 0.0085 0.0077 0.0109 0.0062 0.0028 0.0040
#> 39 0.0138 0.0469 0.0480 0.0159 0.0586 0.0045 0.0015 0.0052 0.0038 0.0079
#> 40 0.0681 0.1091 0.0919 0.0397 0.0130 0.0093 0.0076 0.0065 0.0072 0.0108
#> 41 0.0815 0.1117 0.0950 0.0412 0.0097 0.0120 0.0048 0.0049 0.0041 0.0036
#> 42 0.0297 0.0241 0.0379 0.0119 0.0445 0.0073 0.0051 0.0034 0.0129 0.0100
#> 43 0.0473 0.0408 0.0290 0.0192 0.0561 0.0094 0.0025 0.0037 0.0084 0.0102
#> 44 0.0333 0.0205 0.0309 0.0101 0.0667 0.0095 0.0047 0.0072 0.0054 0.0022
#> 45 0.0687 0.0602 0.0561 0.0306 0.0197 0.0154 0.0029 0.0048 0.0023 0.0020
#> 46 0.0971 0.0879 0.0863 0.0355 0.0253 0.0233 0.0252 0.0043 0.0048 0.0076
#> 47 0.0640 0.0911 0.0980 0.0563 0.0262 0.0187 0.0088 0.0042 0.0175 0.0171
#> 48 0.0508 0.0931 0.0982 0.0524 0.0305 0.0188 0.0100 0.0038 0.0187 0.0156
#> 49 0.0801 0.0804 0.0752 0.0566 0.0820 0.0175 0.0058 0.0091 0.0160 0.0160
#> 50 0.2414 0.1077 0.0224 0.0155 0.0391 0.0187 0.0125 0.0028 0.0067 0.0120
#> 51 0.0670 0.0342 0.0469 0.0357 0.0357 0.0136 0.0082 0.0140 0.0044 0.0052
#> 52 0.1178 0.0608 0.0333 0.0276 0.0217 0.0100 0.0023 0.0069 0.0025 0.0027
#> 53 0.0965 0.0381 0.0435 0.0336 0.0530 0.0055 0.0079 0.0119 0.0055 0.0035
#> 54 0.0025 0.0327 0.0257 0.0182 0.0679 0.0108 0.0124 0.0077 0.0023 0.0117
#> 55 0.0570 0.0426 0.0425 0.0235 0.0807 0.0006 0.0188 0.0127 0.0081 0.0067
#> 56 0.0391 0.0546 0.0469 0.0201 0.0657 0.0095 0.0155 0.0091 0.0151 0.0080
#> 57 0.0505 0.0949 0.0677 0.0259 0.0794 0.0170 0.0033 0.0150 0.0111 0.0032
#> 58 0.0210 0.0509 0.0387 0.0262 0.0752 0.0101 0.0161 0.0029 0.0078 0.0114
#> 59 0.2195 0.1930 0.1498 0.0773 0.0839 0.0196 0.0122 0.0130 0.0073 0.0077
#> 60 0.1700 0.1829 0.1403 0.0506 0.1081 0.0224 0.0095 0.0031 0.0103 0.0078
#> 61 0.2200 0.2198 0.1074 0.0423 0.1787 0.0162 0.0093 0.0046 0.0044 0.0078
#> 62 0.1704 0.1587 0.1792 0.1022 0.1130 0.0151 0.0223 0.0110 0.0071 0.0205
#> 63 0.1886 0.1960 0.1701 0.1366 0.0249 0.0398 0.0143 0.0093 0.0033 0.0113
#> 64 0.2798 0.2392 0.2021 0.1326 0.0385 0.0358 0.0128 0.0172 0.0138 0.0079
#> 65 0.0729 0.1190 0.1297 0.0748 0.1129 0.0067 0.0255 0.0113 0.0108 0.0085
#> 66 0.1946 0.1723 0.1522 0.0929 0.0227 0.0179 0.0242 0.0083 0.0037 0.0095
#> 67 0.0660 0.0491 0.0345 0.0172 0.1072 0.0287 0.0027 0.0208 0.0048 0.0199
#> 68 0.0473 0.0322 0.0408 0.0163 0.0067 0.0088 0.0121 0.0067 0.0032 0.0109
#> 69 0.0606 0.0692 0.0446 0.0344 0.0434 0.0082 0.0108 0.0149 0.0077 0.0036
#> 70 0.0374 0.0990 0.0956 0.0317 0.0421 0.0142 0.0076 0.0223 0.0255 0.0145
#> 71 0.2438 0.1789 0.1706 0.0762 0.1772 0.0238 0.0268 0.0081 0.0129 0.0161
#> 72 0.2246 0.1921 0.1500 0.0665 0.4010 0.0193 0.0156 0.0362 0.0210 0.0154
#> 73 0.0129 0.0795 0.0762 0.0117 0.1437 0.0061 0.0257 0.0089 0.0262 0.0108
#> 74 0.0553 0.1081 0.1139 0.0767 0.1436 0.0265 0.0215 0.0331 0.0111 0.0088
#> 75 0.0576 0.0672 0.0269 0.0245 0.0611 0.0190 0.0063 0.0321 0.0189 0.0137
#> 76 0.0307 0.0237 0.0470 0.0102 0.1913 0.0057 0.0031 0.0163 0.0099 0.0084
#> 77 0.1117 0.1303 0.0787 0.0436 0.0835 0.0224 0.0133 0.0078 0.0174 0.0176
#> 78 0.1789 0.1010 0.0528 0.0453 0.1215 0.0118 0.0009 0.0142 0.0179 0.0079
#> 79 0.1111 0.0655 0.0271 0.0244 0.0839 0.0179 0.0109 0.0147 0.0170 0.0158
#> 80 0.0369 0.0805 0.0541 0.0177 0.0419 0.0065 0.0222 0.0045 0.0136 0.0113
#> 81 0.1177 0.0779 0.0495 0.0492 0.1409 0.0194 0.0250 0.0115 0.0190 0.0055
#> 82 0.0307 0.0373 0.0606 0.0399 0.1364 0.0169 0.0135 0.0222 0.0175 0.0127
#> 83 0.0768 0.1070 0.0946 0.0636 0.0630 0.0227 0.0128 0.0173 0.0135 0.0114
#> 84 0.0965 0.1492 0.1128 0.0463 0.1218 0.0193 0.0140 0.0027 0.0068 0.0150
#> 85 0.0779 0.1344 0.0960 0.0598 0.0822 0.0330 0.0197 0.0189 0.0204 0.0085
#> 86 0.1753 0.1079 0.0728 0.0242 0.1117 0.0191 0.0159 0.0172 0.0191 0.0260
#> 87 0.1083 0.1383 0.1321 0.1069 0.1064 0.0325 0.0316 0.0057 0.0159 0.0085
#> 88 0.1395 0.1065 0.0527 0.0395 0.0255 0.0183 0.0353 0.0118 0.0063 0.0237
#> 89 0.4232 0.2340 0.1928 0.1092 0.0232 0.0507 0.0228 0.0099 0.0065 0.0085
#> 90 0.3067 0.1329 0.1349 0.1057 0.0617 0.0499 0.0206 0.0073 0.0081 0.0303
#> 91 0.3097 0.1578 0.0553 0.0334 0.0748 0.0209 0.0172 0.0180 0.0110 0.0234
#> 92 0.1806 0.1699 0.2559 0.1129 0.0403 0.0201 0.0480 0.0234 0.0175 0.0352
#> 93 0.4305 0.0945 0.0794 0.0274 0.1276 0.0154 0.0140 0.0455 0.0213 0.0082
#> 94 0.0138 0.1164 0.2052 0.1069 0.0165 0.0199 0.0208 0.0176 0.0197 0.0210
#> 95 0.2134 0.3241 0.2945 0.1474 0.1443 0.0211 0.0361 0.0444 0.0230 0.0290
#> 96 0.6214 0.3016 0.1379 0.0364 0.0995 0.0355 0.0456 0.0432 0.0274 0.0152
#> 97 0.5293 0.3287 0.1283 0.0698 0.0800 0.0334 0.0342 0.0459 0.0277 0.0172
#> 98 0.4442 0.2193 0.0900 0.1200 0.0666 0.0628 0.0234 0.0309 0.0127 0.0082
#> 99 0.7292 0.5522 0.3339 0.1608 0.0635 0.0475 0.1004 0.0709 0.0317 0.0309
#> 100 0.5649 0.3195 0.2484 0.1299 0.2482 0.0825 0.0243 0.0210 0.0361 0.0239
#> 101 0.3400 0.2594 0.1102 0.0911 0.0740 0.0462 0.0171 0.0033 0.0050 0.0190
#> 102 0.0417 0.0495 0.0367 0.0115 0.0427 0.0118 0.0133 0.0096 0.0014 0.0049
#> 103 0.0303 0.0674 0.0785 0.0455 0.0410 0.0246 0.0151 0.0125 0.0036 0.0123
#> 104 0.1058 0.1111 0.0849 0.0596 0.0993 0.0201 0.0071 0.0104 0.0062 0.0026
#> 105 0.1787 0.1112 0.0398 0.0305 0.0915 0.0084 0.0039 0.0053 0.0029 0.0020
#> 106 0.4042 0.3123 0.2232 0.1085 0.0724 0.0414 0.0253 0.0131 0.0049 0.0104
#> 107 0.2674 0.1541 0.1359 0.0941 0.1075 0.0261 0.0079 0.0164 0.0120 0.0113
#> 108 0.2966 0.2095 0.1558 0.0884 0.0784 0.0265 0.0121 0.0091 0.0062 0.0019
#> 109 0.1790 0.1689 0.1341 0.0769 0.0484 0.0222 0.0205 0.0123 0.0067 0.0011
#> 110 0.1457 0.1175 0.0868 0.0392 0.0420 0.0131 0.0092 0.0078 0.0071 0.0081
#> 111 0.2764 0.1985 0.1502 0.1219 0.0752 0.0493 0.0027 0.0077 0.0026 0.0031
#> 112 0.3470 0.2739 0.1790 0.0922 0.0241 0.0276 0.0169 0.0081 0.0040 0.0025
#> 113 0.2226 0.0849 0.0359 0.0289 0.0515 0.0122 0.0045 0.0108 0.0075 0.0089
#> 114 0.2525 0.1084 0.0372 0.0286 0.0444 0.0099 0.0046 0.0094 0.0048 0.0047
#> 115 0.1211 0.0883 0.0850 0.0355 0.0596 0.0219 0.0086 0.0123 0.0060 0.0187
#> 116 0.0798 0.0701 0.0526 0.0241 0.1615 0.0117 0.0122 0.0122 0.0114 0.0098
#> 117 0.0825 0.0618 0.0141 0.0108 0.1158 0.0124 0.0104 0.0095 0.0151 0.0059
#> 118 0.3639 0.2069 0.0859 0.0600 0.0463 0.0267 0.0125 0.0040 0.0136 0.0137
#> 119 0.1423 0.0390 0.0406 0.0311 0.0185 0.0086 0.0154 0.0048 0.0025 0.0087
#> 120 0.0566 0.0766 0.0969 0.0588 0.0597 0.0050 0.0118 0.0146 0.0040 0.0114
#> 121 0.2001 0.0775 0.1232 0.0783 0.0964 0.0089 0.0249 0.0204 0.0059 0.0053
#> 122 0.3593 0.2526 0.2299 0.1271 0.1070 0.0356 0.0367 0.0176 0.0035 0.0093
#> 123 0.2216 0.1401 0.1888 0.0947 0.0887 0.0134 0.0310 0.0237 0.0078 0.0144
#> 124 0.0920 0.1227 0.1785 0.1085 0.1313 0.0300 0.0346 0.0167 0.0199 0.0145
#> 125 0.2187 0.1840 0.1477 0.0971 0.0759 0.0224 0.0151 0.0105 0.0024 0.0018
#> 126 0.1092 0.1485 0.1385 0.0716 0.0224 0.0176 0.0199 0.0096 0.0103 0.0093
#> 127 0.1883 0.1954 0.1492 0.0511 0.0462 0.0155 0.0189 0.0150 0.0060 0.0082
#> 128 0.1940 0.1937 0.1082 0.0336 0.0537 0.0177 0.0209 0.0134 0.0094 0.0047
#> 129 0.2283 0.1818 0.1185 0.0546 0.0767 0.0219 0.0204 0.0124 0.0093 0.0072
#> 130 0.2265 0.1766 0.1097 0.0558 0.0958 0.0142 0.0281 0.0165 0.0056 0.0010
#> 131 0.1985 0.1570 0.0921 0.0549 0.0596 0.0194 0.0166 0.0132 0.0027 0.0022
#> 132 0.1651 0.1181 0.0720 0.0321 0.0076 0.0056 0.0202 0.0141 0.0103 0.0100
#> 133 0.2335 0.1964 0.1300 0.0633 0.0721 0.0183 0.0137 0.0150 0.0076 0.0032
#> 134 0.0581 0.0641 0.1044 0.0732 0.1127 0.0275 0.0146 0.0091 0.0045 0.0043
#> 135 0.1085 0.1521 0.1363 0.0858 0.0393 0.0290 0.0203 0.0116 0.0098 0.0199
#> 136 0.0080 0.0790 0.1255 0.0647 0.0760 0.0179 0.0051 0.0061 0.0093 0.0135
#> 137 0.0757 0.1059 0.1005 0.0535 0.0351 0.0235 0.0155 0.0160 0.0029 0.0051
#> 138 0.0985 0.1258 0.0954 0.0489 0.0167 0.0241 0.0042 0.0086 0.0046 0.0126
#> 139 0.1470 0.0991 0.0041 0.0154 0.0214 0.0116 0.0181 0.0146 0.0129 0.0047
#> V55 V56 V57 V58 V59 V6 V60 V7 V8 V9
#> 1 0.0072 0.0167 0.0180 0.0084 0.0090 0.0986 0.0032 0.1539 0.1601 0.3109
#> 2 0.0094 0.0191 0.0140 0.0049 0.0052 0.2583 0.0044 0.2156 0.3481 0.3337
#> 3 0.0085 0.0073 0.0050 0.0044 0.0040 0.0368 0.0117 0.1098 0.1276 0.0598
#> 4 0.0013 0.0089 0.0057 0.0027 0.0051 0.0990 0.0062 0.1201 0.1833 0.2105
#> 5 0.0070 0.0138 0.0092 0.0143 0.0036 0.1710 0.0103 0.0731 0.1401 0.2083
#> 6 0.0121 0.0097 0.0085 0.0047 0.0048 0.0922 0.0053 0.1027 0.0613 0.1465
#> 7 0.0058 0.0049 0.0065 0.0093 0.0059 0.0591 0.0022 0.0753 0.0098 0.0684
#> 8 0.0084 0.0068 0.0032 0.0035 0.0056 0.0671 0.0040 0.1056 0.0697 0.0962
#> 9 0.0056 0.0093 0.0042 0.0003 0.0053 0.0284 0.0036 0.0396 0.0272 0.0323
#> 10 0.0074 0.0118 0.0026 0.0092 0.0009 0.0102 0.0044 0.0182 0.0579 0.1122
#> 11 0.0098 0.0019 0.0059 0.0058 0.0059 0.0546 0.0032 0.0528 0.0958 0.1009
#> 12 0.0080 0.0152 0.0158 0.0053 0.0189 0.1589 0.0102 0.1392 0.0987 0.0955
#> 13 0.0212 0.0076 0.0152 0.0049 0.0200 0.2294 0.0073 0.2176 0.2033 0.1459
#> 14 0.0109 0.0048 0.0095 0.0015 0.0073 0.1185 0.0067 0.1683 0.1541 0.1466
#> 15 0.0108 0.0024 0.0045 0.0037 0.0112 0.0809 0.0075 0.0568 0.0219 0.1037
#> 16 0.0042 0.0054 0.0049 0.0082 0.0028 0.3070 0.0027 0.3008 0.2362 0.3830
#> 17 0.0202 0.0139 0.0029 0.0160 0.0106 0.1077 0.0134 0.2363 0.2385 0.0075
#> 18 0.0030 0.0011 0.0007 0.0024 0.0057 0.0151 0.0044 0.0541 0.0210 0.0505
#> 19 0.0128 0.0054 0.0011 0.0019 0.0023 0.1734 0.0062 0.1679 0.1119 0.0889
#> 20 0.0075 0.0124 0.0099 0.0057 0.0032 0.0526 0.0019 0.0688 0.0633 0.0624
#> 21 0.0112 0.0094 0.0054 0.0019 0.0066 0.0513 0.0023 0.0897 0.0713 0.0569
#> 22 0.0117 0.0060 0.0058 0.0031 0.0072 0.0752 0.0045 0.0414 0.0259 0.0692
#> 23 0.0203 0.0089 0.0095 0.0095 0.0021 0.0571 0.0053 0.1004 0.0668 0.0691
#> 24 0.0055 0.0073 0.0080 0.0105 0.0059 0.0678 0.0105 0.1664 0.1490 0.0974
#> 25 0.0100 0.0096 0.0077 0.0180 0.0109 0.1432 0.0070 0.1344 0.2041 0.1571
#> 26 0.0065 0.0129 0.0217 0.0087 0.0077 0.0706 0.0122 0.1020 0.0893 0.0381
#> 27 0.0054 0.0063 0.0143 0.0132 0.0051 0.0981 0.0041 0.0843 0.1172 0.0759
#> 28 0.0038 0.0018 0.0113 0.0058 0.0047 0.0492 0.0071 0.0033 0.0398 0.0791
#> 29 0.0026 0.0097 0.0098 0.0043 0.0071 0.0795 0.0108 0.0970 0.0872 0.0743
#> 30 0.0114 0.0054 0.0089 0.0050 0.0058 0.0458 0.0025 0.0470 0.0057 0.0425
#> 31 0.0106 0.0020 0.0105 0.0049 0.0070 0.0438 0.0080 0.1299 0.1390 0.0695
#> 32 0.0086 0.0092 0.0070 0.0116 0.0060 0.1172 0.0110 0.1450 0.0638 0.0740
#> 33 0.0131 0.0198 0.0025 0.0199 0.0255 0.1323 0.0180 0.1608 0.2145 0.0847
#> 34 0.0069 0.0198 0.0199 0.0102 0.0070 0.1817 0.0055 0.1178 0.1024 0.0583
#> 35 0.0090 0.0051 0.0029 0.0122 0.0056 0.1750 0.0020 0.0920 0.1353 0.1593
#> 36 0.0006 0.0073 0.0096 0.0054 0.0085 0.0733 0.0060 0.0841 0.1031 0.0993
#> 37 0.0123 0.0069 0.0076 0.0073 0.0030 0.1883 0.0138 0.1422 0.1447 0.0487
#> 38 0.0075 0.0039 0.0053 0.0013 0.0052 0.0767 0.0023 0.0771 0.0640 0.0726
#> 39 0.0114 0.0050 0.0030 0.0064 0.0058 0.0682 0.0030 0.0993 0.0717 0.0576
#> 40 0.0051 0.0102 0.0041 0.0055 0.0050 0.0612 0.0087 0.0895 0.1107 0.0973
#> 41 0.0013 0.0046 0.0037 0.0011 0.0034 0.0391 0.0033 0.0857 0.0915 0.0949
#> 42 0.0044 0.0057 0.0030 0.0035 0.0021 0.0906 0.0027 0.0889 0.0655 0.1624
#> 43 0.0096 0.0024 0.0037 0.0028 0.0030 0.0929 0.0030 0.1031 0.0883 0.1596
#> 44 0.0016 0.0029 0.0058 0.0050 0.0024 0.0771 0.0030 0.0499 0.0906 0.1229
#> 45 0.0040 0.0019 0.0034 0.0034 0.0051 0.0618 0.0031 0.0432 0.0951 0.0836
#> 46 0.0124 0.0105 0.0054 0.0032 0.0073 0.0806 0.0063 0.0701 0.0738 0.0117
#> 47 0.0079 0.0050 0.0112 0.0179 0.0294 0.0351 0.0063 0.0362 0.0535 0.0258
#> 48 0.0068 0.0097 0.0073 0.0081 0.0086 0.0438 0.0095 0.0341 0.0780 0.0844
#> 49 0.0081 0.0070 0.0135 0.0067 0.0078 0.1342 0.0068 0.1161 0.0663 0.0155
#> 50 0.0012 0.0022 0.0058 0.0042 0.0067 0.0249 0.0012 0.0892 0.0973 0.0840
#> 51 0.0073 0.0021 0.0047 0.0024 0.0009 0.0785 0.0017 0.0906 0.0908 0.1151
#> 52 0.0052 0.0036 0.0026 0.0036 0.0006 0.0284 0.0035 0.0527 0.0575 0.1054
#> 53 0.0036 0.0004 0.0018 0.0049 0.0024 0.1197 0.0016 0.1243 0.1026 0.1239
#> 54 0.0053 0.0077 0.0076 0.0056 0.0055 0.0863 0.0039 0.1004 0.0664 0.0941
#> 55 0.0043 0.0065 0.0049 0.0054 0.0073 0.1529 0.0054 0.1154 0.0608 0.1317
#> 56 0.0018 0.0078 0.0045 0.0026 0.0036 0.0742 0.0024 0.1380 0.1099 0.1384
#> 57 0.0035 0.0169 0.0137 0.0015 0.0069 0.0804 0.0051 0.1136 0.1228 0.1235
#> 58 0.0083 0.0058 0.0003 0.0023 0.0026 0.0887 0.0027 0.1015 0.0494 0.0472
#> 59 0.0075 0.0060 0.0080 0.0019 0.0053 0.1009 0.0019 0.1627 0.2071 0.2696
#> 60 0.0077 0.0094 0.0031 0.0030 0.0013 0.1164 0.0069 0.1398 0.1009 0.1147
#> 61 0.0102 0.0065 0.0061 0.0062 0.0043 0.1635 0.0053 0.0887 0.0817 0.1779
#> 62 0.0164 0.0063 0.0078 0.0094 0.0110 0.1306 0.0068 0.2112 0.2268 0.2992
#> 63 0.0030 0.0057 0.0090 0.0057 0.0068 0.0488 0.0024 0.1424 0.1972 0.1873
#> 64 0.0037 0.0051 0.0258 0.0102 0.0037 0.0534 0.0037 0.2140 0.3110 0.2837
#> 65 0.0047 0.0074 0.0104 0.0161 0.0220 0.0973 0.0173 0.1823 0.1745 0.1440
#> 66 0.0105 0.0030 0.0132 0.0068 0.0108 0.0834 0.0090 0.0677 0.2002 0.2876
#> 67 0.0126 0.0022 0.0037 0.0034 0.0114 0.2587 0.0077 0.2304 0.2067 0.3416
#> 68 0.0164 0.0151 0.0070 0.0085 0.0117 0.0890 0.0056 0.1798 0.1741 0.1598
#> 69 0.0114 0.0085 0.0101 0.0016 0.0028 0.1224 0.0014 0.1947 0.1661 0.1368
#> 70 0.0233 0.0041 0.0018 0.0048 0.0089 0.0473 0.0085 0.0361 0.0741 0.1398
#> 71 0.0063 0.0119 0.0194 0.0140 0.0332 0.1908 0.0439 0.2217 0.0768 0.1246
#> 72 0.0180 0.0013 0.0106 0.0127 0.0178 0.1791 0.0231 0.1853 0.0055 0.1929
#> 73 0.0138 0.0187 0.0230 0.0057 0.0113 0.1190 0.0131 0.0884 0.0907 0.2107
#> 74 0.0158 0.0122 0.0038 0.0101 0.0228 0.0561 0.0124 0.0832 0.0672 0.1372
#> 75 0.0277 0.0152 0.0052 0.0121 0.0124 0.0577 0.0055 0.0665 0.0664 0.1460
#> 76 0.0270 0.0277 0.0097 0.0054 0.0148 0.0924 0.0092 0.0761 0.1092 0.0757
#> 77 0.0038 0.0129 0.0066 0.0044 0.0134 0.0756 0.0092 0.0374 0.0961 0.0548
#> 78 0.0060 0.0131 0.0089 0.0084 0.0113 0.1524 0.0049 0.1543 0.0391 0.0610
#> 79 0.0046 0.0073 0.0054 0.0033 0.0045 0.1673 0.0079 0.1154 0.1098 0.1370
#> 80 0.0053 0.0165 0.0141 0.0077 0.0246 0.1215 0.0198 0.2002 0.1516 0.0818
#> 81 0.0096 0.0050 0.0066 0.0114 0.0073 0.1916 0.0033 0.1349 0.1613 0.1703
#> 82 0.0022 0.0124 0.0054 0.0021 0.0028 0.1513 0.0023 0.1316 0.1654 0.1864
#> 83 0.0062 0.0157 0.0088 0.0036 0.0053 0.0921 0.0030 0.1368 0.1078 0.1552
#> 84 0.0012 0.0133 0.0048 0.0244 0.0077 0.1538 0.0074 0.1192 0.1229 0.2119
#> 85 0.0043 0.0092 0.0138 0.0094 0.0105 0.1256 0.0093 0.1323 0.1584 0.2017
#> 86 0.0140 0.0125 0.0116 0.0093 0.0012 0.1651 0.0036 0.1597 0.2116 0.3295
#> 87 0.0372 0.0101 0.0127 0.0288 0.0129 0.1680 0.0023 0.3016 0.3460 0.3314
#> 88 0.0032 0.0087 0.0124 0.0113 0.0098 0.1422 0.0126 0.2072 0.2734 0.3070
#> 89 0.0166 0.0110 0.0190 0.0141 0.0068 0.1267 0.0086 0.2417 0.2661 0.4346
#> 90 0.0190 0.0212 0.0126 0.0201 0.0210 0.1207 0.0041 0.0944 0.4223 0.5744
#> 91 0.0276 0.0032 0.0084 0.0122 0.0082 0.1125 0.0143 0.3322 0.4590 0.5526
#> 92 0.0158 0.0326 0.0201 0.0168 0.0245 0.1227 0.0154 0.2495 0.4566 0.6587
#> 93 0.0124 0.0167 0.0103 0.0205 0.0178 0.1731 0.0187 0.1948 0.4262 0.6828
#> 94 0.0141 0.0049 0.0027 0.0162 0.0059 0.0277 0.0021 0.0569 0.2057 0.3887
#> 95 0.0141 0.0161 0.0177 0.0194 0.0207 0.2770 0.0057 0.2555 0.1712 0.0466
#> 96 0.0120 0.0129 0.0020 0.0109 0.0074 0.2431 0.0078 0.1777 0.2018 0.2611
#> 97 0.0087 0.0046 0.0203 0.0130 0.0115 0.0629 0.0015 0.0130 0.0813 0.1761
#> 98 0.0281 0.0117 0.0092 0.0147 0.0157 0.1800 0.0129 0.1108 0.2794 0.1408
#> 99 0.0252 0.0087 0.0177 0.0214 0.0227 0.1328 0.0106 0.0988 0.1787 0.1199
#> 100 0.0447 0.0394 0.0355 0.0440 0.0243 0.1257 0.0098 0.1797 0.0989 0.2460
#> 101 0.0103 0.0121 0.0042 0.0090 0.0070 0.0324 0.0099 0.0918 0.1070 0.1553
#> 102 0.0039 0.0029 0.0078 0.0047 0.0021 0.0766 0.0011 0.1458 0.1430 0.1894
#> 103 0.0043 0.0114 0.0052 0.0091 0.0008 0.0116 0.0092 0.0223 0.0805 0.2365
#> 104 0.0025 0.0061 0.0038 0.0101 0.0078 0.1515 0.0006 0.1674 0.1513 0.1723
#> 105 0.0013 0.0029 0.0020 0.0062 0.0026 0.1267 0.0052 0.1577 0.1927 0.2361
#> 106 0.0102 0.0092 0.0083 0.0020 0.0048 0.0833 0.0036 0.1232 0.1298 0.2085
#> 107 0.0021 0.0097 0.0072 0.0060 0.0017 0.1019 0.0036 0.1606 0.2119 0.3061
#> 108 0.0045 0.0079 0.0031 0.0063 0.0048 0.1250 0.0050 0.1296 0.1729 0.2794
#> 109 0.0026 0.0049 0.0029 0.0022 0.0022 0.0526 0.0032 0.0773 0.0862 0.1451
#> 110 0.0034 0.0064 0.0037 0.0036 0.0012 0.0865 0.0037 0.1182 0.0999 0.1976
#> 111 0.0083 0.0020 0.0084 0.0108 0.0083 0.1444 0.0033 0.1487 0.1484 0.2442
#> 112 0.0036 0.0058 0.0067 0.0035 0.0043 0.0253 0.0033 0.0279 0.0130 0.0489
#> 113 0.0036 0.0029 0.0013 0.0010 0.0032 0.0817 0.0047 0.1005 0.0124 0.1168
#> 114 0.0016 0.0008 0.0042 0.0024 0.0027 0.0744 0.0041 0.0800 0.0456 0.0368
#> 115 0.0111 0.0126 0.0081 0.0155 0.0160 0.0808 0.0085 0.2090 0.3465 0.5276
#> 116 0.0027 0.0025 0.0026 0.0050 0.0073 0.0887 0.0022 0.0596 0.1071 0.3175
#> 117 0.0015 0.0053 0.0016 0.0042 0.0053 0.1482 0.0074 0.2054 0.1605 0.2532
#> 118 0.0172 0.0132 0.0110 0.0122 0.0114 0.0690 0.0068 0.0576 0.1103 0.2423
#> 119 0.0072 0.0095 0.0086 0.0085 0.0040 0.1260 0.0051 0.1015 0.1918 0.3362
#> 120 0.0032 0.0062 0.0101 0.0068 0.0053 0.1416 0.0087 0.0956 0.0802 0.1618
#> 121 0.0079 0.0037 0.0015 0.0056 0.0067 0.1827 0.0054 0.1106 0.1702 0.2804
#> 122 0.0121 0.0075 0.0056 0.0021 0.0043 0.0973 0.0017 0.0961 0.1323 0.2462
#> 123 0.0170 0.0012 0.0109 0.0036 0.0043 0.0932 0.0018 0.0955 0.2140 0.2546
#> 124 0.0081 0.0045 0.0043 0.0027 0.0055 0.2103 0.0057 0.2263 0.2524 0.3595
#> 125 0.0057 0.0092 0.0009 0.0086 0.0110 0.0679 0.0052 0.0970 0.1473 0.2164
#> 126 0.0025 0.0044 0.0021 0.0069 0.0060 0.0845 0.0018 0.1488 0.1224 0.1569
#> 127 0.0091 0.0038 0.0056 0.0056 0.0048 0.0779 0.0024 0.1365 0.0780 0.1038
#> 128 0.0045 0.0042 0.0028 0.0036 0.0013 0.0874 0.0016 0.1021 0.0852 0.1136
#> 129 0.0019 0.0027 0.0054 0.0017 0.0024 0.0787 0.0029 0.0662 0.1108 0.1777
#> 130 0.0027 0.0062 0.0024 0.0063 0.0017 0.0830 0.0028 0.0879 0.1220 0.1977
#> 131 0.0059 0.0016 0.0025 0.0017 0.0027 0.0252 0.0027 0.0958 0.0991 0.1419
#> 132 0.0034 0.0026 0.0037 0.0044 0.0057 0.0545 0.0035 0.1110 0.1069 0.1708
#> 133 0.0037 0.0071 0.0040 0.0009 0.0015 0.1341 0.0085 0.1626 0.1902 0.2610
#> 134 0.0043 0.0098 0.0054 0.0051 0.0065 0.1103 0.0103 0.1349 0.2337 0.3113
#> 135 0.0033 0.0101 0.0065 0.0115 0.0193 0.1630 0.0157 0.2028 0.1694 0.2328
#> 136 0.0063 0.0063 0.0034 0.0032 0.0062 0.0958 0.0067 0.0990 0.1018 0.1030
#> 137 0.0062 0.0089 0.0140 0.0138 0.0077 0.1171 0.0031 0.1257 0.1178 0.1258
#> 138 0.0036 0.0035 0.0034 0.0079 0.0036 0.1354 0.0048 0.1465 0.1123 0.1945
#> 139 0.0039 0.0061 0.0040 0.0036 0.0061 0.0338 0.0115 0.0655 0.1400 0.1843
#>
#> $exclude
#> NULL
#>
#> $net.result
#> $net.result[[1]]
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#> [137,] 0.02257570
#> [138,] 0.01043368
#> [139,] 0.01098277
#>
#>
#> $weights
#> $weights[[1]]
#> $weights[[1]][[1]]
#> [,1]
#> [1,] -0.07244138
#> [2,] -10.27350732
#> [3,] -9.48499981
#> [4,] -2.96858323
#> [5,] -32.54792650
#> [6,] 20.41569604
#> [7,] -0.03834913
#> [8,] -0.99006485
#> [9,] 4.45503505
#> [10,] 1.75357487
#> [11,] 0.81674532
#> [12,] -2.03706581
#> [13,] -46.01678645
#> [14,] -7.59461407
#> [15,] 0.22581399
#> [16,] 2.49195291
#> [17,] -0.46371419
#> [18,] -6.21802759
#> [19,] -1.74183464
#> [20,] 6.79881998
#> [21,] 2.18457017
#> [22,] -5.09257705
#> [23,] -0.90672206
#> [24,] 37.29520844
#> [25,] -3.02020204
#> [26,] 15.67071205
#> [27,] -3.81974569
#> [28,] 0.11998734
#> [29,] 6.72849081
#> [30,] 0.82438794
#> [31,] 9.85943190
#> [32,] 0.40390005
#> [33,] -0.88592132
#> [34,] -2.42151149
#> [35,] -9.74143087
#> [36,] 11.09731014
#> [37,] -6.18825500
#> [38,] 0.88794051
#> [39,] -5.72357230
#> [40,] -7.75003672
#> [41,] -7.57714054
#> [42,] -10.95204393
#> [43,] -1.63830409
#> [44,] 3.16644261
#> [45,] -74.66988540
#> [46,] 6.27027630
#> [47,] 125.61774807
#> [48,] -55.13004761
#> [49,] 94.22977336
#> [50,] -59.24345186
#> [51,] 2.06259967
#> [52,] 54.56376995
#> [53,] -40.45997958
#> [54,] 41.85747195
#> [55,] -111.83066493
#> [56,] -93.52894131
#> [57,] 6.82877589
#> [58,] -13.20115962
#> [59,] 3.48523573
#> [60,] 33.49826734
#> [61,] -24.84697206
#>
#> $weights[[1]][[2]]
#> [,1]
#> [1,] -4.570982
#> [2,] 399.547531
#>
#>
#>
#> $generalized.weights
#> $generalized.weights[[1]]
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -1.213226e+02 -1.120109e+02 -3.505680e+01 -3.843673e+02 2.410945e+02
#> [2,] -1.705454e+02 -1.574558e+02 -4.927998e+01 -5.403121e+02 3.389109e+02
#> [3,] -1.124456e+02 -1.038152e+02 -3.249173e+01 -3.562435e+02 2.234538e+02
#> [4,] NaN NaN NaN NaN NaN
#> [5,] NaN NaN NaN NaN NaN
#> [6,] -1.594000e-04 -1.471658e-04 -4.605947e-05 -5.050019e-04 3.167626e-04
#> [7,] -1.006449e+02 -9.292022e+01 -2.908186e+01 -3.188572e+02 2.000033e+02
#> [8,] -1.017028e+02 -9.389696e+01 -2.938755e+01 -3.222089e+02 2.021056e+02
#> [9,] NaN NaN NaN NaN NaN
#> [10,] NaN NaN NaN NaN NaN
#> [11,] NaN NaN NaN NaN NaN
#> [12,] NaN NaN NaN NaN NaN
#> [13,] -1.124838e+02 -1.038505e+02 -3.250278e+01 -3.563647e+02 2.235299e+02
#> [14,] NaN NaN NaN NaN NaN
#> [15,] -1.111478e+02 -1.026170e+02 -3.211672e+01 -3.521319e+02 2.208748e+02
#> [16,] -9.921018e+01 -9.159565e+01 -2.866730e+01 -3.143119e+02 1.971522e+02
#> [17,] NaN NaN NaN NaN NaN
#> [18,] NaN NaN NaN NaN NaN
#> [19,] -1.149372e+02 -1.061156e+02 -3.321169e+01 -3.641373e+02 2.284052e+02
#> [20,] -1.020158e+02 -9.418595e+01 -2.947800e+01 -3.232006e+02 2.027276e+02
#> [21,] NaN NaN NaN NaN NaN
#> [22,] NaN NaN NaN NaN NaN
#> [23,] NaN NaN NaN NaN NaN
#> [24,] -1.178037e+02 -1.087621e+02 -3.403999e+01 -3.732188e+02 2.341016e+02
#> [25,] -1.027163e+02 -9.483265e+01 -2.968040e+01 -3.254197e+02 2.041196e+02
#> [26,] NaN NaN NaN NaN NaN
#> [27,] NaN NaN NaN NaN NaN
#> [28,] NaN NaN NaN NaN NaN
#> [29,] NaN NaN NaN NaN NaN
#> [30,] NaN NaN NaN NaN NaN
#> [31,] NaN NaN NaN NaN NaN
#> [32,] NaN NaN NaN NaN NaN
#> [33,] -1.053820e+02 -9.729379e+01 -3.045068e+01 -3.338652e+02 2.094170e+02
#> [34,] -1.124900e+02 -1.038562e+02 -3.250456e+01 -3.563842e+02 2.235421e+02
#> [35,] -1.160143e+02 -1.071100e+02 -3.352293e+01 -3.675497e+02 2.305457e+02
#> [36,] -1.000381e+02 -9.236001e+01 -2.890652e+01 -3.169348e+02 1.987975e+02
#> [37,] NaN NaN NaN NaN NaN
#> [38,] NaN NaN NaN NaN NaN
#> [39,] NaN NaN NaN NaN NaN
#> [40,] -3.306226e+02 -3.052468e+02 -9.553510e+01 -1.047459e+03 6.570190e+02
#> [41,] -9.718496e+01 -8.972587e+01 -2.808210e+01 -3.078957e+02 1.931277e+02
#> [42,] NaN NaN NaN NaN NaN
#> [43,] NaN NaN NaN NaN NaN
#> [44,] NaN NaN NaN NaN NaN
#> [45,] NaN NaN NaN NaN NaN
#> [46,] NaN NaN NaN NaN NaN
#> [47,] NaN NaN NaN NaN NaN
#> [48,] NaN NaN NaN NaN NaN
#> [49,] NaN NaN NaN NaN NaN
#> [50,] NaN NaN NaN NaN NaN
#> [51,] NaN NaN NaN NaN NaN
#> [52,] NaN NaN NaN NaN NaN
#> [53,] NaN NaN NaN NaN NaN
#> [54,] NaN NaN NaN NaN NaN
#> [55,] NaN NaN NaN NaN NaN
#> [56,] NaN NaN NaN NaN NaN
#> [57,] NaN NaN NaN NaN NaN
#> [58,] NaN NaN NaN NaN NaN
#> [59,] -1.036163e+02 -9.566355e+01 -2.994045e+01 -3.282710e+02 2.059081e+02
#> [60,] -1.064435e+02 -9.827384e+01 -3.075742e+01 -3.372282e+02 2.115265e+02
#> [61,] -1.013893e+02 -9.360747e+01 -2.929695e+01 -3.212155e+02 2.014825e+02
#> [62,] -1.130485e+02 -1.043719e+02 -3.266596e+01 -3.581538e+02 2.246520e+02
#> [63,] NaN NaN NaN NaN NaN
#> [64,] -1.136070e+02 -1.048875e+02 -3.282734e+01 -3.599232e+02 2.257619e+02
#> [65,] -2.582075e+02 -2.383897e+02 -7.461040e+01 -8.180380e+02 5.131146e+02
#> [66,] NaN NaN NaN NaN NaN
#> [67,] NaN NaN NaN NaN NaN
#> [68,] NaN NaN NaN NaN NaN
#> [69,] -1.076129e+02 -9.935348e+01 -3.109532e+01 -3.409330e+02 2.138503e+02
#> [70,] NaN NaN NaN NaN NaN
#> [71,] -4.775479e+00 -4.408954e+00 -1.379900e+00 -1.512940e+01 9.489917e+00
#> [72,] -1.390928e-03 -1.284172e-03 -4.019159e-04 -4.406657e-03 2.764077e-03
#> [73,] -1.326746e-03 -1.224916e-03 -3.833701e-04 -4.203319e-03 2.636533e-03
#> [74,] -8.107030e-01 -7.484803e-01 -2.342568e-01 -2.568422e+00 1.611043e+00
#> [75,] -5.078475e-02 -4.688694e-02 -1.467452e-02 -1.608933e-01 1.009204e-01
#> [76,] -4.862105e+00 -4.488931e+00 -1.404930e+00 -1.540384e+01 9.662061e+00
#> [77,] -1.382621e+01 -1.276503e+01 -3.995155e+00 -4.380339e+01 2.747569e+01
#> [78,] -1.395339e+01 -1.288245e+01 -4.031904e+00 -4.420632e+01 2.772842e+01
#> [79,] -1.399432e+01 -1.292024e+01 -4.043732e+00 -4.433600e+01 2.780977e+01
#> [80,] -2.943940e+00 -2.717988e+00 -8.506667e-01 -9.326819e+00 5.850250e+00
#> [81,] -2.812816e+00 -2.596928e+00 -8.127778e-01 -8.911400e+00 5.589678e+00
#> [82,] -2.368520e-02 -2.186733e-02 -6.843962e-03 -7.503808e-02 4.706765e-02
#> [83,] -3.048136e-02 -2.814187e-02 -8.807747e-03 -9.656926e-02 6.057310e-02
#> [84,] -3.333959e-03 -3.078072e-03 -9.633647e-04 -1.056245e-02 6.625302e-03
#> [85,] -1.924595e+00 -1.776879e+00 -5.561216e-01 -6.097388e+00 3.824588e+00
#> [86,] -1.901468e-01 -1.755528e-01 -5.494391e-02 -6.024121e-01 3.778632e-01
#> [87,] -1.052780e+01 -9.719774e+00 -3.042062e+00 -3.335356e+01 2.092103e+01
#> [88,] -5.768615e-02 -5.325865e-02 -1.666871e-02 -1.827579e-01 1.146349e-01
#> [89,] -2.835852e-03 -2.618196e-03 -8.194340e-04 -8.984380e-03 5.635455e-03
#> [90,] -1.447376e-02 -1.336288e-02 -4.182268e-03 -4.585493e-02 2.876252e-02
#> [91,] -1.137938e+00 -1.050600e+00 -3.288131e-01 -3.605149e+00 2.261331e+00
#> [92,] -3.832911e-01 -3.538729e-01 -1.107539e-01 -1.214320e+00 7.616829e-01
#> [93,] -8.488741e-06 -7.837217e-06 -2.452866e-06 -2.689353e-05 1.686898e-05
#> [94,] -4.744852e-08 -4.380677e-08 -1.371050e-08 -1.503236e-07 9.429054e-08
#> [95,] -1.163580e+00 -1.074273e+00 -3.362225e-01 -3.686386e+00 2.312287e+00
#> [96,] -1.872623e+00 -1.728896e+00 -5.411041e-01 -5.932735e+00 3.721310e+00
#> [97,] -3.393657e-01 -3.133189e-01 -9.806149e-02 -1.075159e+00 6.743936e-01
#> [98,] -5.738468e+00 -5.298031e+00 -1.658160e+00 -1.818028e+01 1.140358e+01
#> [99,] -2.623268e-07 -2.421928e-07 -7.580070e-08 -8.310885e-07 5.213005e-07
#> [100,] -4.678628e-05 -4.319536e-05 -1.351914e-05 -1.482256e-04 9.297453e-05
#> [101,] -2.754938e-04 -2.543492e-04 -7.960536e-05 -8.728033e-04 5.474661e-04
#> [102,] -1.482421e+01 -1.368643e+01 -4.283533e+00 -4.696521e+01 2.945894e+01
#> [103,] -1.534426e+00 -1.416657e+00 -4.433804e-01 -4.861279e+00 3.049239e+00
#> [104,] -8.325831e+00 -7.686810e+00 -2.405792e+00 -2.637741e+01 1.654524e+01
#> [105,] -7.826500e+00 -7.225804e+00 -2.261508e+00 -2.479546e+01 1.555296e+01
#> [106,] -8.991655e+00 -8.301531e+00 -2.598185e+00 -2.848684e+01 1.786838e+01
#> [107,] -1.067507e+01 -9.855743e+00 -3.084617e+00 -3.382014e+01 2.121369e+01
#> [108,] -1.029563e+01 -9.505421e+00 -2.974974e+00 -3.261800e+01 2.045965e+01
#> [109,] -1.728264e-01 -1.595617e-01 -4.993910e-02 -5.475387e-01 3.434438e-01
#> [110,] -6.321065e+00 -5.835914e+00 -1.826505e+00 -2.002603e+01 1.256133e+01
#> [111,] -5.959143e+00 -5.501770e+00 -1.721925e+00 -1.887941e+01 1.184211e+01
#> [112,] -3.755311e-01 -3.467085e-01 -1.085116e-01 -1.189736e+00 7.462620e-01
#> [113,] -9.690284e-01 -8.946540e-01 -2.800058e-01 -3.070019e+00 1.925670e+00
#> [114,] -5.737642e+00 -5.297269e+00 -1.657921e+00 -1.817766e+01 1.140194e+01
#> [115,] -1.368946e-04 -1.263877e-04 -3.955640e-05 -4.337014e-04 2.720393e-04
#> [116,] -1.843695e-01 -1.702189e-01 -5.327454e-02 -5.841088e-01 3.663824e-01
#> [117,] -8.076970e-02 -7.457050e-02 -2.333882e-02 -2.558898e-01 1.605070e-01
#> [118,] -5.279219e-08 -4.874031e-08 -1.525458e-08 -1.672531e-07 1.049096e-07
#> [119,] -6.233387e-08 -5.754965e-08 -1.801170e-08 -1.974825e-07 1.238710e-07
#> [120,] -2.276309e+00 -2.101599e+00 -6.577512e-01 -7.211669e+00 4.523521e+00
#> [121,] -3.875561e-08 -3.578106e-08 -1.119863e-08 -1.227833e-07 7.701584e-08
#> [122,] -8.020508e-09 -7.404922e-09 -2.317567e-09 -2.541011e-08 1.593850e-08
#> [123,] -1.616027e-05 -1.491994e-05 -4.669594e-06 -5.119802e-05 3.211397e-05
#> [124,] -9.740756e-09 -8.993138e-09 -2.814642e-09 -3.086010e-08 1.935700e-08
#> [125,] -6.138157e-05 -5.667044e-05 -1.773652e-05 -1.944655e-04 1.219785e-04
#> [126,] -5.118764e-03 -4.725891e-03 -1.479093e-03 -1.621697e-02 1.017210e-02
#> [127,] -7.907431e+00 -7.300523e+00 -2.284893e+00 -2.505186e+01 1.571379e+01
#> [128,] -1.556485e+01 -1.437022e+01 -4.497543e+00 -4.931164e+01 3.093074e+01
#> [129,] -8.708785e-04 -8.040372e-04 -2.516449e-04 -2.759066e-03 1.730625e-03
#> [130,] -1.179171e-05 -1.088668e-05 -3.407277e-06 -3.735782e-05 2.343270e-05
#> [131,] -1.298432e-03 -1.198776e-03 -3.751887e-04 -4.113617e-03 2.580268e-03
#> [132,] -4.616582e-05 -4.262252e-05 -1.333985e-05 -1.462598e-04 9.174153e-05
#> [133,] -1.436064e-05 -1.325844e-05 -4.149581e-06 -4.549654e-05 2.853771e-05
#> [134,] -7.445112e-02 -6.873688e-02 -2.151304e-02 -2.358717e-01 1.479506e-01
#> [135,] -4.121659e-03 -3.805315e-03 -1.190975e-03 -1.305800e-02 8.190633e-03
#> [136,] -2.036525e+00 -1.880219e+00 -5.884645e-01 -6.452000e+00 4.047019e+00
#> [137,] -8.232388e+00 -7.600540e+00 -2.378791e+00 -2.608137e+01 1.635955e+01
#> [138,] -1.926639e-01 -1.778766e-01 -5.567122e-02 -6.103864e-01 3.828650e-01
#> [139,] -7.251623e-01 -6.695050e-01 -2.095394e-01 -2.297417e+00 1.441055e+00
#> [,6] [,7] [,8] [,9] [,10]
#> [1,] -4.528753e-01 -1.169194e+01 5.261071e+01 2.070844e+01 9.645167e+00
#> [2,] -6.366150e-01 -1.643558e+01 7.395584e+01 2.911023e+01 1.355839e+01
#> [3,] -4.197388e-01 -1.083645e+01 4.876124e+01 1.919322e+01 8.939439e+00
#> [4,] NaN NaN NaN NaN NaN
#> [5,] NaN NaN NaN NaN NaN
#> [6,] -5.950113e-07 -1.536149e-05 6.912272e-05 2.720784e-05 1.267233e-05
#> [7,] -3.756890e-01 -9.699214e+00 4.364395e+01 1.717897e+01 8.001282e+00
#> [8,] -3.796380e-01 -9.801168e+00 4.410272e+01 1.735955e+01 8.085388e+00
#> [9,] NaN NaN NaN NaN NaN
#> [10,] NaN NaN NaN NaN NaN
#> [11,] NaN NaN NaN NaN NaN
#> [12,] NaN NaN NaN NaN NaN
#> [13,] -4.198816e-01 -1.084014e+01 4.877783e+01 1.919975e+01 8.942480e+00
#> [14,] NaN NaN NaN NaN NaN
#> [15,] -4.148943e-01 -1.071139e+01 4.819846e+01 1.897170e+01 8.836263e+00
#> [16,] -3.703335e-01 -9.560952e+00 4.302181e+01 1.693409e+01 7.887224e+00
#> [17,] NaN NaN NaN NaN NaN
#> [18,] NaN NaN NaN NaN NaN
#> [19,] -4.290395e-01 -1.107657e+01 4.984171e+01 1.961851e+01 9.137522e+00
#> [20,] -3.808065e-01 -9.831334e+00 4.423845e+01 1.741298e+01 8.110273e+00
#> [21,] NaN NaN NaN NaN NaN
#> [22,] NaN NaN NaN NaN NaN
#> [23,] NaN NaN NaN NaN NaN
#> [24,] -4.397398e-01 -1.135282e+01 5.108476e+01 2.010780e+01 9.365412e+00
#> [25,] -3.834212e-01 -9.898838e+00 4.454220e+01 1.753254e+01 8.165960e+00
#> [26,] NaN NaN NaN NaN NaN
#> [27,] NaN NaN NaN NaN NaN
#> [28,] NaN NaN NaN NaN NaN
#> [29,] NaN NaN NaN NaN NaN
#> [30,] NaN NaN NaN NaN NaN
#> [31,] NaN NaN NaN NaN NaN
#> [32,] NaN NaN NaN NaN NaN
#> [33,] -3.933719e-01 -1.015574e+01 4.569818e+01 1.798755e+01 8.377887e+00
#> [34,] -4.199046e-01 -1.084073e+01 4.878049e+01 1.920080e+01 8.942969e+00
#> [35,] -4.330602e-01 -1.118038e+01 5.030879e+01 1.980237e+01 9.223153e+00
#> [36,] -3.734239e-01 -9.640738e+00 4.338082e+01 1.707540e+01 7.953042e+00
#> [37,] NaN NaN NaN NaN NaN
#> [38,] NaN NaN NaN NaN NaN
#> [39,] NaN NaN NaN NaN NaN
#> [40,] -1.234154e+00 -3.186232e+01 1.433722e+02 5.643364e+01 2.628454e+01
#> [41,] -3.627737e-01 -9.365780e+00 4.214358e+01 1.658841e+01 7.726219e+00
#> [42,] NaN NaN NaN NaN NaN
#> [43,] NaN NaN NaN NaN NaN
#> [44,] NaN NaN NaN NaN NaN
#> [45,] NaN NaN NaN NaN NaN
#> [46,] NaN NaN NaN NaN NaN
#> [47,] NaN NaN NaN NaN NaN
#> [48,] NaN NaN NaN NaN NaN
#> [49,] NaN NaN NaN NaN NaN
#> [50,] NaN NaN NaN NaN NaN
#> [51,] NaN NaN NaN NaN NaN
#> [52,] NaN NaN NaN NaN NaN
#> [53,] NaN NaN NaN NaN NaN
#> [54,] NaN NaN NaN NaN NaN
#> [55,] NaN NaN NaN NaN NaN
#> [56,] NaN NaN NaN NaN NaN
#> [57,] NaN NaN NaN NaN NaN
#> [58,] NaN NaN NaN NaN NaN
#> [59,] -3.867806e-01 -9.985568e+00 4.493247e+01 1.768616e+01 8.237507e+00
#> [60,] -3.973344e-01 -1.025804e+01 4.615850e+01 1.816874e+01 8.462278e+00
#> [61,] -3.784676e-01 -9.770951e+00 4.396674e+01 1.730603e+01 8.060460e+00
#> [62,] -4.219896e-01 -1.089456e+01 4.902271e+01 1.929614e+01 8.987375e+00
#> [63,] NaN NaN NaN NaN NaN
#> [64,] -4.240744e-01 -1.094839e+01 4.926490e+01 1.939147e+01 9.031776e+00
#> [65,] -9.638416e-01 -2.488363e+01 1.119699e+02 4.407319e+01 2.052754e+01
#> [66,] NaN NaN NaN NaN NaN
#> [67,] NaN NaN NaN NaN NaN
#> [68,] NaN NaN NaN NaN NaN
#> [69,] -4.016995e-01 -1.037073e+01 4.666560e+01 1.836835e+01 8.555244e+00
#> [70,] NaN NaN NaN NaN NaN
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#> [11,] NaN NaN NaN NaN NaN
#> [12,] NaN NaN NaN NaN NaN
#> [13,] 1.375379e+03 -6.036146e+02 1.031714e+03 -6.486519e+02 2.258324e+01
#> [14,] NaN NaN NaN NaN NaN
#> [15,] 1.359042e+03 -5.964449e+02 1.019460e+03 -6.409473e+02 2.231500e+01
#> [16,] 1.213077e+03 -5.323851e+02 9.099670e+02 -5.721078e+02 1.991831e+01
#> [17,] NaN NaN NaN NaN NaN
#> [18,] NaN NaN NaN NaN NaN
#> [19,] 1.405377e+03 -6.167798e+02 1.054217e+03 -6.627995e+02 2.307580e+01
#> [20,] 1.247383e+03 -5.474408e+02 9.357007e+02 -5.882869e+02 2.048159e+01
#> [21,] NaN NaN NaN NaN NaN
#> [22,] NaN NaN NaN NaN NaN
#> [23,] NaN NaN NaN NaN NaN
#> [24,] 1.440427e+03 -6.321623e+02 1.080509e+03 -6.793297e+02 2.365131e+01
#> [25,] 1.255948e+03 -5.511997e+02 9.421254e+02 -5.923262e+02 2.062222e+01
#> [26,] NaN NaN NaN NaN NaN
#> [27,] NaN NaN NaN NaN NaN
#> [28,] NaN NaN NaN NaN NaN
#> [29,] NaN NaN NaN NaN NaN
#> [30,] NaN NaN NaN NaN NaN
#> [31,] NaN NaN NaN NaN NaN
#> [32,] NaN NaN NaN NaN NaN
#> [33,] 1.288543e+03 -5.655047e+02 9.665759e+02 -6.076985e+02 2.115742e+01
#> [34,] 1.375454e+03 -6.036475e+02 1.031771e+03 -6.486873e+02 2.258448e+01
#> [35,] 1.418547e+03 -6.225599e+02 1.064096e+03 -6.690108e+02 2.329205e+01
#> [36,] 1.223200e+03 -5.368278e+02 9.175606e+02 -5.768820e+02 2.008453e+01
#> [37,] NaN NaN NaN NaN NaN
#> [38,] NaN NaN NaN NaN NaN
#> [39,] NaN NaN NaN NaN NaN
#> [40,] 4.042637e+03 -1.774198e+03 3.032508e+03 -1.906576e+03 6.637869e+01
#> [41,] 1.188314e+03 -5.215173e+02 8.913915e+02 -5.604291e+02 1.951171e+01
#> [42,] NaN NaN NaN NaN NaN
#> [43,] NaN NaN NaN NaN NaN
#> [44,] NaN NaN NaN NaN NaN
#> [45,] NaN NaN NaN NaN NaN
#> [46,] NaN NaN NaN NaN NaN
#> [47,] NaN NaN NaN NaN NaN
#> [48,] NaN NaN NaN NaN NaN
#> [49,] NaN NaN NaN NaN NaN
#> [50,] NaN NaN NaN NaN NaN
#> [51,] NaN NaN NaN NaN NaN
#> [52,] NaN NaN NaN NaN NaN
#> [53,] NaN NaN NaN NaN NaN
#> [54,] NaN NaN NaN NaN NaN
#> [55,] NaN NaN NaN NaN NaN
#> [56,] NaN NaN NaN NaN NaN
#> [57,] NaN NaN NaN NaN NaN
#> [58,] NaN NaN NaN NaN NaN
#> [59,] 1.266952e+03 -5.560291e+02 9.503800e+02 -5.975159e+02 2.080291e+01
#> [60,] 1.301522e+03 -5.712010e+02 9.763123e+02 -6.138199e+02 2.137054e+01
#> [61,] 1.239722e+03 -5.440785e+02 9.299537e+02 -5.846737e+02 2.035580e+01
#> [62,] 1.382284e+03 -6.066449e+02 1.036894e+03 -6.519083e+02 2.269662e+01
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#> [64,] 1.389113e+03 -6.096420e+02 1.042017e+03 -6.551290e+02 2.280875e+01
#> [65,] 3.157193e+03 -1.385602e+03 2.368309e+03 -1.488986e+03 5.184001e+01
#> [66,] NaN NaN NaN NaN NaN
#> [67,] NaN NaN NaN NaN NaN
#> [68,] NaN NaN NaN NaN NaN
#> [69,] 1.315821e+03 -5.774762e+02 9.870381e+02 -6.205633e+02 2.160532e+01
#> [70,] NaN NaN NaN NaN NaN
#> [71,] 5.839145e+01 -2.562634e+01 4.380124e+01 -2.753839e+01 9.587672e-01
#> [72,] 1.700736e-02 -7.464046e-03 1.275775e-02 -8.020959e-03 2.792549e-04
#> [73,] 1.622258e-02 -7.119629e-03 1.216906e-02 -7.650844e-03 2.663692e-04
#> [74,] 9.912747e+00 -4.350422e+00 7.435859e+00 -4.675019e+00 1.627639e-01
#> [75,] 6.209628e-01 -2.725229e-01 4.658035e-01 -2.928565e-01 1.019599e-02
#> [76,] 5.945065e+01 -2.609119e+01 4.459578e+01 -2.803793e+01 9.761589e-01
#> [77,] 1.690579e+02 -7.419468e+01 1.268156e+02 -7.973055e+01 2.775871e+00
#> [78,] 1.706129e+02 -7.487716e+01 1.279821e+02 -8.046395e+01 2.801405e+00
#> [79,] 1.711135e+02 -7.509682e+01 1.283575e+02 -8.070000e+01 2.809623e+00
#> [80,] 3.599658e+01 -1.579787e+01 2.700215e+01 -1.697659e+01 5.910513e-01
#> [81,] 3.439328e+01 -1.509423e+01 2.579947e+01 -1.622045e+01 5.647257e-01
#> [82,] 2.896072e-01 -1.271003e-01 2.172434e-01 -1.365837e-01 4.755250e-03
#> [83,] 3.727062e-01 -1.635701e-01 2.795785e-01 -1.757745e-01 6.119706e-03
#> [84,] 4.076548e-02 -1.789080e-02 3.057945e-02 -1.922569e-02 6.693549e-04
#> [85,] 2.353269e+01 -1.032783e+01 1.765260e+01 -1.109841e+01 3.863985e-01
#> [86,] 2.324992e+00 -1.020372e+00 1.744048e+00 -1.096505e+00 3.817555e-02
#> [87,] 1.287271e+02 -5.649463e+01 9.656216e+01 -6.070985e+01 2.113653e+00
#> [88,] 7.053486e-01 -3.095574e-01 5.291039e-01 -3.326543e-01 1.158158e-02
#> [89,] 3.467494e-02 -1.521784e-02 2.601075e-02 -1.635329e-02 5.693505e-04
#> [90,] 1.769757e-01 -7.766959e-02 1.327550e-01 -8.346474e-02 2.905880e-03
#> [91,] 1.391396e+01 -6.106442e+00 1.043730e+01 -6.562061e+00 2.284625e-01
#> [92,] 4.686633e+00 -2.056830e+00 3.515589e+00 -2.210296e+00 7.695289e-02
#> [93,] 1.037948e-04 -4.555257e-05 7.785969e-05 -4.895137e-05 1.704274e-06
#> [94,] 5.801695e-07 -2.546199e-07 4.352032e-07 -2.736178e-07 9.526182e-09
#> [95,] 1.422750e+01 -6.244043e+00 1.067249e+01 -6.709928e+00 2.336106e-01
#> [96,] 2.289721e+01 -1.004893e+01 1.717591e+01 -1.079871e+01 3.759643e-01
#> [97,] 4.149543e+00 -1.821116e+00 3.112701e+00 -1.956994e+00 6.813405e-02
#> [98,] 7.016624e+01 -3.079396e+01 5.263387e+01 -3.309158e+01 1.152105e+00
#> [99,] 3.207561e-06 -1.407707e-06 2.406091e-06 -1.512740e-06 5.266704e-08
#> [100,] 5.720722e-04 -2.510662e-04 4.291291e-04 -2.697989e-04 9.393226e-06
#> [101,] 3.368558e-03 -1.478364e-03 2.526860e-03 -1.588669e-03 5.531055e-05
#> [102,] 1.812608e+02 -7.955020e+01 1.359694e+02 -8.548566e+01 2.976239e+00
#> [103,] 1.876196e+01 -8.234090e+00 1.407393e+01 -8.848458e+00 3.080649e-01
#> [104,] 1.018028e+02 -4.467836e+01 7.636546e+01 -4.801193e+01 1.671567e+00
#> [105,] 9.569733e+01 -4.199883e+01 7.178554e+01 -4.513248e+01 1.571317e+00
#> [106,] 1.099441e+02 -4.825133e+01 8.247248e+01 -5.185149e+01 1.805244e+00
#> [107,] 1.305278e+02 -5.728493e+01 9.791296e+01 -6.155912e+01 2.143221e+00
#> [108,] 1.258882e+02 -5.524874e+01 9.443265e+01 -5.937100e+01 2.067040e+00
#> [109,] 2.113209e+00 -9.274272e-01 1.585184e+00 -9.966251e-01 3.469816e-02
#> [110,] 7.728986e+01 -3.392032e+01 5.797753e+01 -3.645121e+01 1.269073e+00
#> [111,] 7.286451e+01 -3.197816e+01 5.465793e+01 -3.436414e+01 1.196410e+00
#> [112,] 4.591749e+00 -2.015188e+00 3.444413e+00 -2.165546e+00 7.539492e-02
#> [113,] 1.184865e+01 -5.200034e+00 8.888039e+00 -5.588022e+00 1.945507e-01
#> [114,] 7.015615e+01 -3.078953e+01 5.262630e+01 -3.308682e+01 1.151940e+00
#> [115,] 1.673858e-03 -7.346083e-04 1.255612e-03 -7.894195e-04 2.748416e-05
#> [116,] 2.254351e+00 -9.893702e-01 1.691058e+00 -1.063190e+00 3.701565e-02
#> [117,] 9.875992e-01 -4.334291e-01 7.408288e-01 -4.657685e-01 1.621603e-02
#> [118,] 6.455085e-07 -2.832953e-07 4.842159e-07 -3.044327e-07 1.059902e-08
#> [119,] 7.621780e-07 -3.344982e-07 5.717333e-07 -3.594560e-07 1.251470e-08
#> [120,] 2.783322e+01 -1.221521e+01 2.087856e+01 -1.312662e+01 4.570118e-01
#> [121,] 4.738783e-07 -2.079717e-07 3.554708e-07 -2.234890e-07 7.780917e-09
#> [122,] 9.806954e-08 -4.303992e-08 7.356501e-08 -4.625125e-08 1.610268e-09
#> [123,] 1.975972e-04 -8.671979e-05 1.482238e-04 -9.319019e-05 3.244478e-06
#> [124,] 1.191036e-07 -5.227118e-08 8.934332e-08 -5.617128e-08 1.955640e-09
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#> [127,] 9.668691e+01 -4.243313e+01 7.252785e+01 -4.559918e+01 1.587565e+00
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#> [129,] 1.064853e-02 -4.673338e-03 7.987796e-03 -5.022029e-03 1.748452e-04
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#> [131,] 1.587638e-02 -6.967692e-03 1.190937e-02 -7.487571e-03 2.606847e-04
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#> [133,] 1.755925e-04 -7.706255e-05 1.317174e-04 -8.281240e-05 2.883168e-06
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#> [139,] 8.866812e+00 -3.891391e+00 6.651271e+00 -4.181738e+00 1.455900e-01
#> [,51] [,52] [,53] [,54] [,55]
#> [1,] 6.443583e+02 -4.778029e+02 4.943062e+02 -1.320639e+03 -1.104509e+03
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#> [9,] NaN NaN NaN NaN NaN
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#> [15,] 5.903185e+02 -4.377314e+02 4.528506e+02 -1.209882e+03 -1.011878e+03
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#> [18,] NaN NaN NaN NaN NaN
#> [19,] 6.104445e+02 -4.526551e+02 4.682899e+02 -1.251131e+03 -1.046376e+03
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#> [21,] NaN NaN NaN NaN NaN
#> [22,] NaN NaN NaN NaN NaN
#> [23,] NaN NaN NaN NaN NaN
#> [24,] 6.256689e+02 -4.639443e+02 4.799690e+02 -1.282334e+03 -1.072473e+03
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#> [26,] NaN NaN NaN NaN NaN
#> [27,] NaN NaN NaN NaN NaN
#> [28,] NaN NaN NaN NaN NaN
#> [29,] NaN NaN NaN NaN NaN
#> [30,] NaN NaN NaN NaN NaN
#> [31,] NaN NaN NaN NaN NaN
#> [32,] NaN NaN NaN NaN NaN
#> [33,] 5.596960e+02 -4.150243e+02 4.293592e+02 -1.147120e+03 -9.593870e+02
#> [34,] 5.974471e+02 -4.430173e+02 4.583192e+02 -1.224492e+03 -1.024097e+03
#> [35,] 6.161651e+02 -4.568971e+02 4.726784e+02 -1.262855e+03 -1.056182e+03
#> [36,] 5.313137e+02 -3.939783e+02 4.075863e+02 -1.088949e+03 -9.107363e+02
#> [37,] NaN NaN NaN NaN NaN
#> [38,] NaN NaN NaN NaN NaN
#> [39,] NaN NaN NaN NaN NaN
#> [40,] 1.755974e+03 -1.302085e+03 1.347059e+03 -3.598940e+03 -3.009953e+03
#> [41,] 5.161604e+02 -3.827419e+02 3.959618e+02 -1.057892e+03 -8.847618e+02
#> [42,] NaN NaN NaN NaN NaN
#> [43,] NaN NaN NaN NaN NaN
#> [44,] NaN NaN NaN NaN NaN
#> [45,] NaN NaN NaN NaN NaN
#> [46,] NaN NaN NaN NaN NaN
#> [47,] NaN NaN NaN NaN NaN
#> [48,] NaN NaN NaN NaN NaN
#> [49,] NaN NaN NaN NaN NaN
#> [50,] NaN NaN NaN NaN NaN
#> [51,] NaN NaN NaN NaN NaN
#> [52,] NaN NaN NaN NaN NaN
#> [53,] NaN NaN NaN NaN NaN
#> [54,] NaN NaN NaN NaN NaN
#> [55,] NaN NaN NaN NaN NaN
#> [56,] NaN NaN NaN NaN NaN
#> [57,] NaN NaN NaN NaN NaN
#> [58,] NaN NaN NaN NaN NaN
#> [59,] 5.503177e+02 -4.080701e+02 4.221649e+02 -1.127899e+03 -9.433116e+02
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#> [61,] 5.384899e+02 -3.992996e+02 4.130914e+02 -1.103657e+03 -9.230372e+02
#> [62,] 6.004136e+02 -4.452171e+02 4.605950e+02 -1.230572e+03 -1.029182e+03
#> [63,] NaN NaN NaN NaN NaN
#> [64,] 6.033799e+02 -4.474167e+02 4.628705e+02 -1.236652e+03 -1.034267e+03
#> [65,] 1.371370e+03 -1.016894e+03 1.052018e+03 -2.810678e+03 -2.350694e+03
#> [66,] NaN NaN NaN NaN NaN
#> [67,] NaN NaN NaN NaN NaN
#> [68,] NaN NaN NaN NaN NaN
#> [69,] 5.715446e+02 -4.238102e+02 4.384487e+02 -1.171404e+03 -9.796970e+02
#> [70,] NaN NaN NaN NaN NaN
#> [71,] 2.536312e+01 -1.880719e+01 1.945679e+01 -5.198274e+01 -4.347547e+01
#> [72,] 7.387378e-03 -5.477868e-03 5.667075e-03 -1.514073e-02 -1.266286e-02
#> [73,] 7.046498e-03 -5.225101e-03 5.405576e-03 -1.444208e-02 -1.207856e-02
#> [74,] 4.305736e+00 -3.192778e+00 3.303057e+00 -8.824781e+00 -7.380555e+00
#> [75,] 2.697236e-01 -2.000047e-01 2.069129e-01 -5.528095e-01 -4.623391e-01
#> [76,] 2.582319e+01 -1.914835e+01 1.980973e+01 -5.292569e+01 -4.426410e+01
#> [77,] 7.343258e+01 -5.445153e+01 5.633229e+01 -1.505031e+02 -1.258724e+02
#> [78,] 7.410805e+01 -5.495240e+01 5.685046e+01 -1.518875e+02 -1.270302e+02
#> [79,] 7.432545e+01 -5.511361e+01 5.701724e+01 -1.523330e+02 -1.274029e+02
#> [80,] 1.563560e+01 -1.159407e+01 1.199453e+01 -3.204580e+01 -2.680132e+01
#> [81,] 1.493919e+01 -1.107767e+01 1.146029e+01 -3.061847e+01 -2.560759e+01
#> [82,] 1.257948e-01 -9.327903e-02 9.650090e-02 -2.578216e-01 -2.156276e-01
#> [83,] 1.618900e-01 -1.200442e-01 1.241906e-01 -3.318001e-01 -2.774991e-01
#> [84,] 1.770704e-02 -1.313007e-02 1.358359e-02 -3.629129e-02 -3.035201e-02
#> [85,] 1.022174e+01 -7.579598e+00 7.841398e+00 -2.094987e+01 -1.752131e+01
#> [86,] 1.009892e+00 -7.488521e-01 7.747175e-01 -2.069814e+00 -1.731077e+00
#> [87,] 5.591434e+01 -4.146145e+01 4.289353e+01 -1.145987e+02 -9.584398e+01
#> [88,] 3.063777e-01 -2.271844e-01 2.350314e-01 -6.279336e-01 -5.251687e-01
#> [89,] 1.506153e-02 -1.116839e-02 1.155414e-02 -3.086922e-02 -2.581730e-02
#> [90,] 7.687180e-02 -5.700177e-02 5.897062e-02 -1.575519e-01 -1.317676e-01
#> [91,] 6.043719e+00 -4.481522e+00 4.636314e+00 -1.238685e+01 -1.035967e+01
#> [92,] 2.035703e+00 -1.509509e+00 1.561647e+00 -4.172255e+00 -3.489442e+00
#> [93,] 4.508467e-05 -3.343106e-05 3.458578e-05 -9.240286e-05 -7.728061e-05
#> [94,] 2.520045e-07 -1.868657e-07 1.933201e-07 -5.164935e-07 -4.319664e-07
#> [95,] 6.179906e+00 -4.582507e+00 4.740788e+00 -1.266597e+01 -1.059311e+01
#> [96,] 9.945714e+00 -7.374919e+00 7.629650e+00 -2.038415e+01 -1.704816e+01
#> [97,] 1.802410e+00 -1.336518e+00 1.382682e+00 -3.694113e+00 -3.089550e+00
#> [98,] 3.047766e+01 -2.259971e+01 2.338031e+01 -6.246520e+01 -5.224241e+01
#> [99,] 1.393248e-06 -1.033117e-06 1.068801e-06 -2.855518e-06 -2.388196e-06
#> [100,] 2.484873e-04 -1.842576e-04 1.906219e-04 -5.092848e-04 -4.259375e-04
#> [101,] 1.463179e-03 -1.084972e-03 1.122448e-03 -2.998845e-03 -2.508067e-03
#> [102,] 7.873308e+01 -5.838194e+01 6.039846e+01 -1.613667e+02 -1.349581e+02
#> [103,] 8.149512e+00 -6.043004e+00 6.251731e+00 -1.670276e+01 -1.396926e+01
#> [104,] 4.421944e+01 -3.278948e+01 3.392203e+01 -9.062953e+01 -7.579750e+01
#> [105,] 4.156743e+01 -3.082297e+01 3.188760e+01 -8.519414e+01 -7.125164e+01
#> [106,] 4.775570e+01 -3.541168e+01 3.663480e+01 -9.787726e+01 -8.185909e+01
#> [107,] 5.669652e+01 -4.204145e+01 4.349357e+01 -1.162018e+02 -9.718474e+01
#> [108,] 5.468124e+01 -4.054709e+01 4.194759e+01 -1.120714e+02 -9.373030e+01
#> [109,] 9.179010e-01 -6.806395e-01 7.041488e-01 -1.881275e+00 -1.573394e+00
#> [110,] 3.357190e+01 -2.489414e+01 2.575399e+01 -6.880697e+01 -5.754632e+01
#> [111,] 3.164969e+01 -2.346879e+01 2.427941e+01 -6.486732e+01 -5.425142e+01
#> [112,] 1.994488e+00 -1.478948e+00 1.530031e+00 -4.087785e+00 -3.418796e+00
#> [113,] 5.146621e+00 -3.816308e+00 3.948124e+00 -1.054821e+01 -8.821934e+00
#> [114,] 3.047327e+01 -2.259646e+01 2.337694e+01 -6.245621e+01 -5.223490e+01
#> [115,] 7.270627e-04 -5.391296e-04 5.577512e-04 -1.490145e-03 -1.246274e-03
#> [116,] 9.792077e-01 -7.260995e-01 7.511790e-01 -2.006926e+00 -1.678481e+00
#> [117,] 4.289771e-01 -3.180939e-01 3.290809e-01 -8.792060e-01 -7.353189e-01
#> [118,] 2.803853e-07 -2.079106e-07 2.150918e-07 -5.746612e-07 -4.806146e-07
#> [119,] 3.310623e-07 -2.454884e-07 2.539676e-07 -6.785257e-07 -5.674811e-07
#> [120,] 1.208974e+01 -8.964748e+00 9.274392e+00 -2.477840e+01 -2.072328e+01
#> [121,] 2.058355e-07 -1.526306e-07 1.579024e-07 -4.218682e-07 -3.528270e-07
#> [122,] 4.259783e-08 -3.158703e-08 3.267805e-08 -8.730599e-08 -7.301787e-08
#> [123,] 8.582904e-05 -6.364372e-05 6.584198e-05 -1.759101e-04 -1.471214e-04
#> [124,] 5.173427e-08 -3.836185e-08 3.968688e-08 -1.060315e-07 -8.867883e-08
#> [125,] 3.260045e-04 -2.417380e-04 2.500877e-04 -6.681595e-04 -5.588114e-04
#> [126,] 2.718634e-02 -2.015914e-02 2.085544e-02 -5.571951e-02 -4.660069e-02
#> [127,] 4.199727e+01 -3.114170e+01 3.221734e+01 -8.607511e+01 -7.198843e+01
#> [128,] 8.266667e+01 -6.129877e+01 6.341604e+01 -1.694287e+02 -1.417007e+02
#> [129,] 4.625335e-03 -3.429766e-03 3.548230e-03 -9.479812e-03 -7.928387e-03
#> [130,] 6.262713e-05 -4.643910e-05 4.804312e-05 -1.283569e-04 -1.073505e-04
#> [131,] 6.896122e-03 -5.113594e-03 5.290218e-03 -1.413388e-02 -1.182079e-02
#> [132,] 2.451919e-04 -1.818141e-04 1.880939e-04 -5.025308e-04 -4.202888e-04
#> [133,] 7.627099e-05 -5.655626e-05 5.850972e-05 -1.563205e-04 -1.307378e-04
#> [134,] 3.954184e-01 -2.932096e-01 3.033371e-01 -8.104260e-01 -6.777952e-01
#> [135,] 2.189060e-02 -1.623226e-02 1.679292e-02 -4.486567e-02 -3.752315e-02
#> [136,] 1.081622e+01 -8.020413e+00 8.297439e+00 -2.216828e+01 -1.854031e+01
#> [137,] 4.372315e+01 -3.242147e+01 3.354132e+01 -8.961238e+01 -7.494680e+01
#> [138,] 1.023260e+00 -7.587648e-01 7.849726e-01 -2.097212e+00 -1.753992e+00
#> [139,] 3.851420e+00 -2.855894e+00 2.954537e+00 -7.893642e+00 -6.601802e+00
#> [,56] [,57] [,58] [,59] [,60]
#> [1,] 8.064286e+01 -1.558961e+02 4.115809e+01 3.955901e+02 -2.934246e+02
#> [2,] 1.133611e+02 -2.191459e+02 5.785668e+01 5.560882e+02 -4.124723e+02
#> [3,] 7.474230e+01 -1.444893e+02 3.814659e+01 3.666451e+02 -2.719550e+02
#> [4,] NaN NaN NaN NaN NaN
#> [5,] NaN NaN NaN NaN NaN
#> [6,] 1.059528e-04 -2.048244e-04 5.407566e-05 5.197470e-04 -3.855167e-04
#> [7,] 6.689840e+01 -1.293257e+02 3.414327e+01 3.281673e+02 -2.434145e+02
#> [8,] 6.760161e+01 -1.306852e+02 3.450217e+01 3.316168e+02 -2.459731e+02
#> [9,] NaN NaN NaN NaN NaN
#> [10,] NaN NaN NaN NaN NaN
#> [11,] NaN NaN NaN NaN NaN
#> [12,] NaN NaN NaN NaN NaN
#> [13,] 7.476773e+01 -1.445385e+02 3.815957e+01 3.667699e+02 -2.720475e+02
#> [14,] NaN NaN NaN NaN NaN
#> [15,] 7.387965e+01 -1.428217e+02 3.770632e+01 3.624135e+02 -2.688162e+02
#> [16,] 6.594477e+01 -1.274822e+02 3.365656e+01 3.234893e+02 -2.399446e+02
#> [17,] NaN NaN NaN NaN NaN
#> [18,] NaN NaN NaN NaN NaN
#> [19,] 7.639847e+01 -1.476909e+02 3.899186e+01 3.747694e+02 -2.779811e+02
#> [20,] 6.780967e+01 -1.310874e+02 3.460835e+01 3.326374e+02 -2.467302e+02
#> [21,] NaN NaN NaN NaN NaN
#> [22,] NaN NaN NaN NaN NaN
#> [23,] NaN NaN NaN NaN NaN
#> [24,] 7.830384e+01 -1.513744e+02 3.996432e+01 3.841162e+02 -2.849139e+02
#> [25,] 6.827527e+01 -1.319875e+02 3.484598e+01 3.349214e+02 -2.484243e+02
#> [26,] NaN NaN NaN NaN NaN
#> [27,] NaN NaN NaN NaN NaN
#> [28,] NaN NaN NaN NaN NaN
#> [29,] NaN NaN NaN NaN NaN
#> [30,] NaN NaN NaN NaN NaN
#> [31,] NaN NaN NaN NaN NaN
#> [32,] NaN NaN NaN NaN NaN
#> [33,] 7.004718e+01 -1.354129e+02 3.575032e+01 3.436135e+02 -2.548715e+02
#> [34,] 7.477182e+01 -1.445464e+02 3.816166e+01 3.667899e+02 -2.720624e+02
#> [35,] 7.711442e+01 -1.490750e+02 3.935726e+01 3.782815e+02 -2.805861e+02
#> [36,] 6.649508e+01 -1.285460e+02 3.393742e+01 3.261887e+02 -2.419469e+02
#> [37,] NaN NaN NaN NaN NaN
#> [38,] NaN NaN NaN NaN NaN
#> [39,] NaN NaN NaN NaN NaN
#> [40,] 2.197640e+02 -4.248404e+02 1.121620e+02 1.078043e+03 -7.996266e+02
#> [41,] 6.459861e+01 -1.248799e+02 3.296951e+01 3.168857e+02 -2.350465e+02
#> [42,] NaN NaN NaN NaN NaN
#> [43,] NaN NaN NaN NaN NaN
#> [44,] NaN NaN NaN NaN NaN
#> [45,] NaN NaN NaN NaN NaN
#> [46,] NaN NaN NaN NaN NaN
#> [47,] NaN NaN NaN NaN NaN
#> [48,] NaN NaN NaN NaN NaN
#> [49,] NaN NaN NaN NaN NaN
#> [50,] NaN NaN NaN NaN NaN
#> [51,] NaN NaN NaN NaN NaN
#> [52,] NaN NaN NaN NaN NaN
#> [53,] NaN NaN NaN NaN NaN
#> [54,] NaN NaN NaN NaN NaN
#> [55,] NaN NaN NaN NaN NaN
#> [56,] NaN NaN NaN NaN NaN
#> [57,] NaN NaN NaN NaN NaN
#> [58,] NaN NaN NaN NaN NaN
#> [59,] 6.887348e+01 -1.331439e+02 3.515129e+01 3.378559e+02 -2.506009e+02
#> [60,] 7.075277e+01 -1.367769e+02 3.611044e+01 3.470747e+02 -2.574388e+02
#> [61,] 6.739319e+01 -1.302823e+02 3.439579e+01 3.305944e+02 -2.452148e+02
#> [62,] 7.514309e+01 -1.452641e+02 3.835115e+01 3.686112e+02 -2.734133e+02
#> [63,] NaN NaN NaN NaN NaN
#> [64,] 7.551433e+01 -1.459818e+02 3.854062e+01 3.704323e+02 -2.747641e+02
#> [65,] 1.716299e+02 -3.317892e+02 8.759560e+01 8.419232e+02 -6.244873e+02
#> [66,] NaN NaN NaN NaN NaN
#> [67,] NaN NaN NaN NaN NaN
#> [68,] NaN NaN NaN NaN NaN
#> [69,] 7.153006e+01 -1.382795e+02 3.650715e+01 3.508877e+02 -2.602671e+02
#> [70,] NaN NaN NaN NaN NaN
#> [71,] 3.174250e+00 -6.136353e+00 1.620057e+00 1.557115e+01 -1.154973e+01
#> [72,] 9.245466e-04 -1.787302e-03 4.718654e-04 4.535324e-03 -3.364026e-03
#> [73,] 8.818848e-04 -1.704830e-03 4.500918e-04 4.326048e-03 -3.208799e-03
#> [74,] 5.388723e-01 -1.041730e+00 2.750269e-01 2.643415e+00 -1.960724e+00
#> [75,] 3.375650e-02 -6.525693e-02 1.722847e-02 1.655911e-01 -1.228254e-01
#> [76,] 3.231830e+00 -6.247664e+00 1.649445e+00 1.585360e+01 -1.175923e+01
#> [77,] 9.190249e+00 -1.776628e+01 4.690472e+00 4.508237e+01 -3.343935e+01
#> [78,] 9.274785e+00 -1.792970e+01 4.733617e+00 4.549706e+01 -3.374694e+01
#> [79,] 9.301993e+00 -1.798230e+01 4.747504e+00 4.563053e+01 -3.384594e+01
#> [80,] 1.956830e+00 -3.782878e+00 9.987168e-01 9.599145e+00 -7.120060e+00
#> [81,] 1.869672e+00 -3.614387e+00 9.542337e-01 9.171597e+00 -6.802931e+00
#> [82,] 1.574350e-02 -3.043480e-02 8.035086e-03 7.722905e-02 -5.728380e-02
#> [83,] 2.026089e-02 -3.916766e-02 1.034065e-02 9.938891e-02 -7.372063e-02
#> [84,] 2.216075e-03 -4.284041e-03 1.131029e-03 1.087086e-02 -8.063340e-03
#> [85,] 1.279273e+00 -2.473048e+00 6.529090e-01 6.275421e+00 -4.654725e+00
#> [86,] 1.263902e-01 -2.443332e-01 6.450636e-02 6.200015e-01 -4.598793e-01
#> [87,] 6.997803e+00 -1.352792e+01 3.571503e+00 3.432742e+01 -2.546199e+01
#> [88,] 3.834385e-02 -7.412503e-02 1.956974e-02 1.880941e-01 -1.395167e-01
#> [89,] 1.884984e-03 -3.643987e-03 9.620484e-04 9.246707e-03 -6.858644e-03
#> [90,] 9.620675e-03 -1.859836e-02 4.910151e-03 4.719381e-02 -3.500549e-02
#> [91,] 7.563847e-01 -1.462217e+00 3.860398e-01 3.710413e+00 -2.752158e+00
#> [92,] 2.547727e-01 -4.925180e-01 1.300296e-01 1.249776e+00 -9.270080e-01
#> [93,] 5.642446e-06 -1.090779e-05 2.879763e-06 2.767878e-05 -2.053043e-05
#> [94,] 3.153892e-08 -6.096997e-08 1.609667e-08 1.547128e-07 -1.147565e-07
#> [95,] 7.734289e-01 -1.495167e+00 3.947387e-01 3.794022e+00 -2.814174e+00
#> [96,] 1.244728e+00 -2.406266e+00 6.352779e-01 6.105960e+00 -4.529029e+00
#> [97,] 2.255756e-01 -4.360751e-01 1.151281e-01 1.106551e+00 -8.207723e-01
#> [98,] 3.814346e+00 -7.373765e+00 1.946746e+00 1.871111e+01 -1.387876e+01
#> [99,] 1.743680e-07 -3.370824e-07 8.899306e-08 8.553548e-07 -6.344501e-07
#> [100,] 3.109873e-05 -6.011902e-05 1.587201e-05 1.525535e-04 -1.131549e-04
#> [101,] 1.831201e-04 -3.540015e-04 9.345988e-05 8.982876e-04 -6.662950e-04
#> [102,] 9.853619e+00 -1.904868e+01 5.029040e+00 4.833650e+01 -3.585307e+01
#> [103,] 1.019929e+00 -1.971693e+00 5.205464e-01 5.003220e+00 -3.711084e+00
#> [104,] 5.534160e+00 -1.069845e+01 2.824496e+00 2.714758e+01 -2.013642e+01
#> [105,] 5.202256e+00 -1.005683e+01 2.655101e+00 2.551944e+01 -1.892877e+01
#> [106,] 5.976732e+00 -1.155402e+01 3.050374e+00 2.931860e+01 -2.174675e+01
#> [107,] 7.095695e+00 -1.371716e+01 3.621464e+00 3.480763e+01 -2.581817e+01
#> [108,] 6.843478e+00 -1.322958e+01 3.492739e+00 3.357039e+01 -2.490047e+01
#> [109,] 1.148773e-01 -2.220770e-01 5.863050e-02 5.635258e-01 -4.179891e-01
#> [110,] 4.201597e+00 -8.122386e+00 2.144390e+00 2.061075e+01 -1.528780e+01
#> [111,] 3.961028e+00 -7.657326e+00 2.021609e+00 1.943065e+01 -1.441247e+01
#> [112,] 2.496146e-01 -4.825466e-01 1.273970e-01 1.224474e+00 -9.082400e-01
#> [113,] 6.441109e-01 -1.245173e+00 3.287380e-01 3.159658e+00 -2.343642e+00
#> [114,] 3.813797e+00 -7.372704e+00 1.946466e+00 1.870842e+01 -1.387676e+01
#> [115,] 9.099349e-05 -1.759056e-04 4.644079e-05 4.463647e-04 -3.310861e-04
#> [116,] 1.225500e-01 -2.369095e-01 6.254644e-02 6.011638e-01 -4.459066e-01
#> [117,] 5.368743e-02 -1.037867e-01 2.740071e-02 2.633614e-01 -1.953454e-01
#> [118,] 3.509084e-08 -6.783644e-08 1.790948e-08 1.721366e-07 -1.276805e-07
#> [119,] 4.143318e-08 -8.009722e-08 2.114645e-08 2.032487e-07 -1.507575e-07
#> [120,] 1.513057e+00 -2.924991e+00 7.722263e-01 7.422236e+00 -5.505362e+00
#> [121,] 2.576076e-08 -4.979984e-08 1.314765e-08 1.263683e-07 -9.373231e-08
#> [122,] 5.331213e-09 -1.030612e-08 2.720917e-09 2.615203e-08 -1.939798e-08
#> [123,] 1.074169e-05 -2.076548e-05 5.482290e-06 5.269291e-05 -3.908439e-05
#> [124,] 6.474657e-09 -1.251659e-08 3.304503e-09 3.176115e-08 -2.355849e-08
#> [125,] 4.080018e-05 -7.887354e-05 2.082339e-05 2.001436e-04 -1.484543e-04
#> [126,] 3.402430e-03 -6.577464e-03 1.736515e-03 1.669048e-02 -1.237998e-02
#> [127,] 5.256050e+00 -1.016082e+01 2.682556e+00 2.578333e+01 -1.912450e+01
#> [128,] 1.034592e+01 -2.000038e+01 5.280296e+00 5.075145e+01 -3.764433e+01
#> [129,] 5.788709e-04 -1.119054e-03 2.954411e-04 2.839626e-03 -2.106262e-03
#> [130,] 7.837924e-06 -1.515201e-05 4.000279e-06 3.844860e-05 -2.851883e-05
#> [131,] 8.630649e-04 -1.668448e-03 4.404866e-04 4.233728e-03 -3.140321e-03
#> [132,] 3.068631e-05 -5.932174e-05 1.566152e-05 1.505304e-04 -1.116543e-04
#> [133,] 9.545482e-06 -1.845300e-05 4.871774e-06 4.682495e-05 -3.473189e-05
#> [134,] 4.948748e-02 -9.566753e-02 2.525717e-02 2.427587e-01 -1.800636e-01
#> [135,] 2.739657e-03 -5.296212e-03 1.398252e-03 1.343927e-02 -9.968430e-03
#> [136,] 1.353673e+00 -2.616876e+00 6.908809e-01 6.640387e+00 -4.925434e+00
#> [137,] 5.472049e+00 -1.057838e+01 2.792796e+00 2.684290e+01 -1.991043e+01
#> [138,] 1.280632e-01 -2.475675e-01 6.536025e-02 6.282086e-01 -4.659668e-01
#> [139,] 4.820137e-01 -9.318126e-01 2.460077e-01 2.364497e+00 -1.753840e+00
#>
#>
#> $startweights
#> $startweights[[1]]
#> $startweights[[1]][[1]]
#> [,1]
#> [1,] -1.18709652
#> [2,] -1.09251496
#> [3,] -1.57922896
#> [4,] -1.72134846
#> [5,] 2.06022240
#> [6,] -0.19963524
#> [7,] -1.70019551
#> [8,] -0.54127514
#> [9,] 0.15235572
#> [10,] 0.57671157
#> [11,] -0.03917152
#> [12,] -0.86322135
#> [13,] 1.24655924
#> [14,] 0.54119784
#> [15,] -0.71599893
#> [16,] -1.26141823
#> [17,] -0.65942163
#> [18,] -0.07945594
#> [19,] 1.01138810
#> [20,] 0.77591357
#> [21,] -1.23996194
#> [22,] -2.13703893
#> [23,] 1.59082321
#> [24,] -0.43884156
#> [25,] 1.31734435
#> [26,] 1.80637224
#> [27,] -0.52553923
#> [28,] 0.44708918
#> [29,] 0.38384228
#> [30,] -1.11618308
#> [31,] -0.86084794
#> [32,] -1.79263493
#> [33,] 0.20710405
#> [34,] 0.26917915
#> [35,] -1.67220961
#> [36,] 0.59221077
#> [37,] 0.93298764
#> [38,] 0.33984679
#> [39,] 0.88048099
#> [40,] -0.33043964
#> [41,] -0.51372278
#> [42,] 0.53305509
#> [43,] 0.03831645
#> [44,] 1.02356695
#> [45,] 1.22901547
#> [46,] 0.66146941
#> [47,] 1.87622300
#> [48,] 0.42763799
#> [49,] -0.17766194
#> [50,] -0.17558858
#> [51,] -1.34253322
#> [52,] -0.51610142
#> [53,] 0.77255792
#> [54,] -1.25662403
#> [55,] -0.26764050
#> [56,] -0.32215193
#> [57,] 1.13011344
#> [58,] 0.19762202
#> [59,] 0.32871402
#> [60,] 0.19848575
#> [61,] 0.49191422
#>
#> $startweights[[1]][[2]]
#> [,1]
#> [1,] 0.7556355
#> [2,] 0.3045062
#>
#>
#>
#> $result.matrix
#> [,1]
#> error 5.688571e+00
#> reached.threshold 9.497767e-03
#> steps 1.265200e+04
#> Intercept.to.1layhid1 -7.244138e-02
#> V1.to.1layhid1 -1.027351e+01
#> V10.to.1layhid1 -9.485000e+00
#> V11.to.1layhid1 -2.968583e+00
#> V12.to.1layhid1 -3.254793e+01
#> V13.to.1layhid1 2.041570e+01
#> V14.to.1layhid1 -3.834913e-02
#> V15.to.1layhid1 -9.900648e-01
#> V16.to.1layhid1 4.455035e+00
#> V17.to.1layhid1 1.753575e+00
#> V18.to.1layhid1 8.167453e-01
#> V19.to.1layhid1 -2.037066e+00
#> V2.to.1layhid1 -4.601679e+01
#> V20.to.1layhid1 -7.594614e+00
#> V21.to.1layhid1 2.258140e-01
#> V22.to.1layhid1 2.491953e+00
#> V23.to.1layhid1 -4.637142e-01
#> V24.to.1layhid1 -6.218028e+00
#> V25.to.1layhid1 -1.741835e+00
#> V26.to.1layhid1 6.798820e+00
#> V27.to.1layhid1 2.184570e+00
#> V28.to.1layhid1 -5.092577e+00
#> V29.to.1layhid1 -9.067221e-01
#> V3.to.1layhid1 3.729521e+01
#> V30.to.1layhid1 -3.020202e+00
#> V31.to.1layhid1 1.567071e+01
#> V32.to.1layhid1 -3.819746e+00
#> V33.to.1layhid1 1.199873e-01
#> V34.to.1layhid1 6.728491e+00
#> V35.to.1layhid1 8.243879e-01
#> V36.to.1layhid1 9.859432e+00
#> V37.to.1layhid1 4.039001e-01
#> V38.to.1layhid1 -8.859213e-01
#> V39.to.1layhid1 -2.421511e+00
#> V4.to.1layhid1 -9.741431e+00
#> V40.to.1layhid1 1.109731e+01
#> V41.to.1layhid1 -6.188255e+00
#> V42.to.1layhid1 8.879405e-01
#> V43.to.1layhid1 -5.723572e+00
#> V44.to.1layhid1 -7.750037e+00
#> V45.to.1layhid1 -7.577141e+00
#> V46.to.1layhid1 -1.095204e+01
#> V47.to.1layhid1 -1.638304e+00
#> V48.to.1layhid1 3.166443e+00
#> V49.to.1layhid1 -7.466989e+01
#> V5.to.1layhid1 6.270276e+00
#> V50.to.1layhid1 1.256177e+02
#> V51.to.1layhid1 -5.513005e+01
#> V52.to.1layhid1 9.422977e+01
#> V53.to.1layhid1 -5.924345e+01
#> V54.to.1layhid1 2.062600e+00
#> V55.to.1layhid1 5.456377e+01
#> V56.to.1layhid1 -4.045998e+01
#> V57.to.1layhid1 4.185747e+01
#> V58.to.1layhid1 -1.118307e+02
#> V59.to.1layhid1 -9.352894e+01
#> V6.to.1layhid1 6.828776e+00
#> V60.to.1layhid1 -1.320116e+01
#> V7.to.1layhid1 3.485236e+00
#> V8.to.1layhid1 3.349827e+01
#> V9.to.1layhid1 -2.484697e+01
#> Intercept.to.Class -4.570982e+00
#> 1layhid1.to.Class 3.995475e+02
#>
#> attr(,"class")
#> [1] "nn"
# Make predictions for the test rows
predictions = learner$predict(task, row_ids = ids$test)
# Score the predictions
predictions$score()
#> classif.ce
#> 0.2318841