diff --git a/Example.R b/Example.R new file mode 100644 index 0000000..581887e --- /dev/null +++ b/Example.R @@ -0,0 +1,194 @@ +# This code and the used models were generated using R version 4.1.3 and the +# packages tidyverse (version 2.0.0), gpboost (version 1.2.1), and +# SHAPforxgboost (version 0.1.3). +# To install these package versions on your system, you can run the commented +# code below. + +# install.packages("devtools") +# +# require(devtools) +# install_version("tidyverse", version = "2.0.0", repos = "http://cran.us.r-project.org") +# install_version("gpboost", version = "1.2.1", repos = "http://cran.us.r-project.org") +# install_version("SHAPforxgboost", version = "0.1.3", repos = "http://cran.us.r-project.org") + +#### Load libraries #### + +library(tidyverse) +library(gpboost) +library(SHAPforxgboost) + +#### Example model predictions #### + +# Here we try to reproduce the metrics for the model for fish with DEB parameter +# values available. +# Note that models are named according to the subgroup they are fit for, i.e, +# "Fish with DEB", "Fish without DEB", "Invertebrate with DEB", and +# "Invertebrate without DEB". All vectors and lists are named accordingly. +# As an example, we will analyze data and model for "Fish with DEB". +# However, by simply changing the name variable below, you can perform +# analysis on the other subgroups. + +name <- "Fish with DEB" +# name <- "Fish without DEB" +# name <- "Invertebrate with DEB" +# name <- "Invertebrate without DEB" + +### Load model + +model <- gpb.load(paste0(str_replace_all(name, " ", "_"),".json")) + +### Load training and test data + +training_data <- readRDS("training_data.rds")[[name]] + +test_data <- readRDS("test_data.rds")[[name]] + +# For transparency, training and test data feature a variable 'Latin name', +# i.e., the name of the involved species. This variable is not required for +# predictions, so we drop it here. + +training_data <- training_data %>% + select(-'Latin name') + +test_data <- test_data %>% + select(-'Latin name') + +### Make predictions + +## Create tables with actual vs. predicted target values + +pred_training_data <- tibble(actual = training_data$`Effect value`, + pred = predict(model, data = + training_data %>% + select(-id, -`Effect value`) %>% + as.matrix(), + group_data_pred = + training_data$id, + predict_var = TRUE, pred_latent = + FALSE)[["response_mean"]]) + +pred_test_data <- tibble(actual = test_data$`Effect value`, + pred = predict(model, data = + test_data %>% + select(-id, -`Effect value`) %>% + as.matrix(), + group_data_pred = + test_data$id, + predict_var = TRUE, pred_latent = + FALSE)[["response_mean"]]) + +# Important note: if you want to make predictions with new data, you need to +# feed the model an id that is different from all ids it was trained on. +# Could use, e.g., something like +# id <- max(training_data$id) + 1 + +## Calculate RMSE and RSQ values + +rmse_training <- yardstick::rmse(pred_training_data, pred, actual) %>% + pull(.estimate) +rsq_training <- yardstick::rsq(pred_training_data, pred, actual) %>% + pull(.estimate) + +rmse_test <- yardstick::rmse(pred_test_data, pred, actual) %>% + pull(.estimate) +rsq_test <- yardstick::rsq(pred_test_data, pred, actual) %>% + pull(.estimate) + +# Gives you the results presented in Table 9 of the publication. + + +#### Applicability domain #### + +# We will apply the respective applicability domain to the test data. +# Let's create a helper function first. + +is_in_AD <- function(data, model_name) { + + # prepare dataset + + const <- readRDS("constant_features.rds")[[model_name]] + data_testing <- data %>% + select(-c(1,2, all_of(const))) %>% + as_tibble() + + data_testing <- as_tibble(scale(data_testing)) + + SHAP_names <- readRDS("SHAP_names.rds")[[model_name]] + + data_testing_depr <- data_testing %>% select(any_of(names(SHAP_names))) + + # apply weights + + weighting <- readRDS("SHAP_weights.rds")[[model_name]] + + data_testing_depr2 <- data_testing_depr %>% + mutate(across(everything(), ~ . * pull(weighting[1, cur_column()]))) + + # apply PCA and calculate distances + + pcs <- readRDS("PCAs.rds")[[model_name]] + + eigs <- pcs$sdev^2 + cum_sum <- cumsum(eigs) / sum(eigs) + num_comp <- sum(cum_sum <= 0.99) + 1 + + pca_means <- colMeans(pcs$x) + + pcs_pred <- stats::predict(pcs, data_testing_depr2) + pcs_pred <- pcs_pred[, 1:num_comp, drop = FALSE] + + diffs_pred <- sweep(pcs_pred, 2, pca_means) + sq_diff_pred <- diffs_pred^2 + dists_pred <- apply(sq_diff_pred, 1, function(x) sqrt(sum(x))) + + # create logical vector is_in_AD + + cutoff_dist <- readRDS("cutoff_dists.rds")[[model_name]] + + is_in_AD <- dists_pred < cutoff_dist + + is_in_AD + +} + +# Test the function with the data for "Fish with DEB"; change variable name +# above if you want to test another dataset. + +AD_vector <- is_in_AD(test_data, name) + +# This gives a vector with TRUE where samples are within the applicability +# domain and FALSE where they are outside. + +# We could now apply this vector for indexing either to the whole dataset and +# then do predictions. But we already have the predictions on the whole dataset +# (object 'pred_test_data'). So we can just index this and then recalculate +# RMSE and RSQ. + +pred_test_in_AD <- pred_test_data[AD_vector, ] + +rmse_test_in_AD <- yardstick::rmse(pred_test_in_AD, pred, actual) %>% + pull(.estimate) +rsq_test_in_AD <- yardstick::rsq(pred_test_in_AD, pred, actual) %>% + pull(.estimate) + +# This gives the values presented in Table A3 of the publication. + + +#### Local SHAP predictions #### + +# If you are interested in how one of our models came up with a prediction, +# you can use a local SHAP value breakdown. +# Let's do this on the first sample of the test data as an example. +# Note that X_train is an unlucky naming convention within the shap.values +# function. 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246 41 99 247 26 13 247 248\nsplit_gain=2.92267 6.22467 2.70827 3.40023 2.63095 4.6201 8.29849 5.00748 4.74819 5.17815 4.13234 3.72489 10.1458 50.2036 15.4386 12.8071 17.1191 8.45208 8.39165 7.81534 7.73095 6.31492 4.02901 15.1688 5.75232 3.64862 8.15034 5.30158 4.65026 3.8382 3.63196 3.39721 9.74311 9.71815 7.1831 7.66525 7.16 10.4024 8.67351 7.08098 5.96736 5.3865 7.42914 4.05493 3.27562 2.78594 2.37325 2.21621 1.98151 3.10717 1.67366 1.61222 1.38465 1.34995 1.5205 1.50044 1.3129 1.05497 1.39847 0.99373 0.969827 0.960742 0.799964 0.76893 0.664597 0.563276 0.475837 0.464686 0.364155 0.338111 0.206479 0.121783 0.0609282\nthreshold=52.824621959237355 0.58002500000000012 0.55539510965509231 81.079139366004128 16.324977705986253 2.2569444444444451 5.5682780108831329 3.3225662472097808 1.3185000000000002 53.564123795089479 0.91348000000000018 17.374450638159647 34.482975400773185 694.21692263514569 80450.000000000015 58.101831662548527 0.32290313740992577 1.0000000180025095e-35 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7530 13811 2368 315 287 28 188 2053 2037 1208 829 811 772 1194 55 38 68 704 1139 888 251 20 39 48 180 99 86 47 135 29 65 35 30 21 124 98 24 21 53 26 28 147 29 22 29 131 22 24 24 112\nis_linear=0\nshrinkage=0.01\n\n\nTree=648\nnum_leaves=32\nnum_cat=0\nsplit_feature=70 242 253 242 96 19 68 253 54 245 253 240 77 2 239 246 181 253 245 245 188 37 56 35 246 252 49 246 251 252 249\nsplit_gain=2.87695 2.60733 3.05554 6.39424 37.6555 25.8976 4.65415 3.69723 3.38374 9.22733 9.1955 8.85104 10.9163 15.705 10.3524 10.0922 30.1299 11.8332 6.57881 6.34876 5.07864 2.71958 2.2836 1.78193 0.971884 0.514743 0.409396 0.321312 0.13696 0.0853893 0.0310925\nthreshold=0.33292047466844338 13.299434139124283 14.716250918038503 42.940951647082976 0.39055915901830579 0.0011941510736543203 -0.14393731508881513 15.768044682159102 0.0044164905615161759 13.299434139124283 19.833796631279451 72.516289558880104 1.1470468974415613 52.100000000000009 18.49841263673969 0.29586500000000004 6.9857045911839082 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11\ninternal_value=0 -0.00127231 0.00175498 -2.35754e-06 -7.81971e-06 -0.00153138 0.000193147 0.000738859 -4.3597e-06 -0.000230722 -0.000112499 -0.000666852 0.000369075 0.000827628 -0.00146223 -0.00360287 -0.00643561 0.000526632 2.37233e-05 0.000156404 0.00135412 -0.00117091 -0.00135203 -0.00372084 0.00290439 0.000975647 0.00209885 0.000603889 -0.000819148 9.43706e-06 0.00259667 5.12654e-06 0.0022815 -0.00345045 0.00197726 9.30597e-07 0.000426141 0.00360582 -3.48863e-05 0.00243658 -0.000821754 -1.11683e-05 -0.000605159 0.000102754 -0.00514343 4.89441e-06 -1.62116e-06 0.00372864 0.0045169 0.00234458 0.000375257 0.000939441 0.000712608 -0.000750242 0.000993966 0.00133411 0.000572552 -0.000106863 0.00201447 8.18194e-05 5.99138e-05\ninternal_weight=0 36 26 24445 24276 45 35 169 24231 1383 1344 623 721 581 140 72 37 569 478 35 121 502 490 79 91 68 109 64 411 22848 28 22820 32 39 56 22788 621 70 551 128 423 22167 574 505 69 21593 21543 45 20 50 151 57 119 32 87 60 37 32 23 27 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8.25667 7.40341 5.92242 5.53149 5.21291 4.8446 9.13236 10.1142 10.365 7.85312 6.90152 5.70835 7.45519 4.95504 4.67908 4.31926 4.2425 4.0702 6.48585 6.48755 4.81832 7.17385 49.3692 4.01181 3.66129 11.6311 7.42801 3.62685 2.99445 10.9437 2.98283 2.79824 2.70221 2.45819 2.43987 2.34973 2.1771 2.14763 2.13638 1.94262 1.93035 1.92317 11.1122 9.79868 13.2398 10.5066 7.39119 8.38442 8.80544 8.95618 6.90471 6.41314 6.40332 5.87226 5.21085 9.03784 4.53155 3.90485 4.28928 3.83491 8.1952 5.18857 3.82468 4.59271 3.6109 3.17386 3.14885 3.82054 5.90017 3.24939 2.6675 2.35233 2.34446 2.17288 11.9385 2.44936 16.1981 6.68809 9.28755 8.27501 7.04887 20.8993 10.2577 4.68512 4.21045 2.21419 5.97534 19.301 8.61695 6.84124 4.63773 10.751 7.73801 2.86759 2.41801 12.605 2.33861 2.1452 2.0368 2.75525 2.71273 1.90905 1.75861 1.72877 1.5472 1.40399 1.38034 1.34257 1.22874 1.22646 1.1462 1.11966 1.04871 1.01299 0.84934 0.48716 0.209685 0.147423 0.129705 0.0524573 0.0183453 0.00666015\nthreshold=5.2573545643041859 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78 39 75 20 36 37 51 22 109 25 25 49 39 28 24 23 31 39 45 27\ninternal_count=24481 7707 70 29 41 7637 154 79 35 7483 32 7451 3583 3551 139 128 3412 102 71 101 27 3310 1375 3868 1418 1369 2450 1244 294 950 1935 1906 125 31 32 1882 31 1803 544 237 307 297 227 49 79 94 24 44 31 16774 190 175 135 115 38 40 22 77 16584 91 56 40 35 21 16493 1329 288 1041 194 31 847 107 38 69 210 156 96 60 740 668 599 163 98 53 45 72 65 69 54 79 58 38 28 15164 15119 433 282 137 47 145 134 151 14686 2533 2135 65 398 2070 292 106 12153 935 821 114 11218 670 10548 39 21 131 23 37 90 20 78 39 75 20 36 37 51 22 109 25 25 49 39 28 24 23 31 39 45 27\nis_linear=0\nshrinkage=0.01\n\n\nTree=998\nnum_leaves=51\nnum_cat=0\nsplit_feature=30 177 238 126 238 0 76 225 0 233 248 225 227 250 41 249 249 64 105 0 89 58 253 250 245 70 95 248 89 15 28 247 249 102 23 247 181 247 251 82 34 111 0 56 74 187 88 13 0 70\nsplit_gain=0.601581 0.598529 0.721934 0.755405 0.642893 1.85762 7.87826 0.627946 2.46962 2.07117 5.09405 2.36638 4.65987 4.46845 3.36699 2.34137 4.94796 2.47526 2.06911 2.06724 18.4833 14.0188 2.72419 1.94387 1.88085 8.68609 2.92768 1.8897 10.078 3.45301 1.79847 4.35642 1.76017 1.28202 1.16762 0.985873 0.944701 0.534688 0.385903 0.34945 0.203881 0.189642 0.470188 0.60405 0.142239 0.125148 0.068738 0.0259313 0.0222488 0.00372165\nthreshold=52.824621959237355 42.402860732434981 11.674475319182561 -0.14059434576299709 37.880271322882088 2.9083500000000004 0.84039830070858967 0.18019480519480524 7.1000000000000005 0.029417438271604934 0.83589500000000017 0.15192307692307694 0.21103238866396765 0.086770000000000014 -0.36123044897959317 124.83785000000002 161.65025000000003 -0.0036480429694486496 1.0000000180025095e-35 6.6000000000000005 0.90970397856535945 54.735833027965839 305.93311655054555 9.2375000000000025 67.823615790527938 -0.058640500147590278 -0.28745306067466492 0.95462500000000017 0.45851417072727058 165.17503815152128 10.044544444444455 0.024322000000000003 1358.3250000000003 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0.0001448658183189458\nleaf_weight=18 13.999999999999998 14.999999999999998 9.9999999999999982 11 13.999999999999998 9.9999999999999982 25 11356 19 12.000000000000002 12.000000000000002 11.000000000000002 98 50 63 19 478 116 11.000000000000002 10.000000000000002 27 11.999999999999998 18 13.999999999999998 5077 26.999999999999996 10.000000000000002 49 3413 2787 21 68 332 9.9999999999999982 10.999999999999998 19 18 9.9999999999999982 9.9999999999999982 15.000000000000002 16.000000000000004 11.999999999999998 13.999999999999998 25 10.999999999999998 36 12.999999999999998 10.999999999999998 12.999999999999998 10\nleaf_count=18 14 15 10 11 14 10 25 11356 19 12 12 11 98 50 63 19 478 116 11 10 27 12 18 14 5077 27 10 49 3413 2787 21 68 332 10 11 19 18 10 10 15 16 12 14 25 11 36 13 11 13 10\ninternal_value=0 -5.63727e-06 -4.05147e-06 0.00062869 -8.72092e-06 -0.00108865 0.00023587 -6.26313e-06 -5.80872e-05 4.37822e-05 -0.00142716 5.51696e-05 0.000562225 0.00219694 0.00296394 0.000225671 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74 93 89 246 88 35 253 80 0 37 2 54 68 88 94 0 168 253 86 190 247 77 59 86 71 247 247 16 247 173 77 19\nsplit_gain=0.594088 0.585038 1.14319 0.576659 0.61758 1.15036 1.1833 1.71759 0.960993 0.59421 2.72663 2.44061 3.12296 2.43449 2.26603 2.0436 5.66368 3.32011 1.94542 2.54541 1.5245 1.26174 1.17996 4.29415 9.92466 9.32607 6.33965 4.82622 4.15156 4.06834 3.4268 3.18116 1.84188 1.69162 1.38598 1.29948 0.934169 0.989273 8.18139 7.46281 5.30264 12.4169 5.20163 3.86382 0.737771 0.711006 0.516128 0.463403 0.394323 0.389588 0.123962 0.0819698\nthreshold=52.824621959237355 9.2509892415949029 1.3185000000000002 1.0000000180025095e-35 42.736770418507078 10069.000000000002 -0.22625628631634612 0.044149500000000008 0.0070595497458242505 0.45851529250775708 36.146878818898934 5.8211336379174785 701.95000000000016 0.6257703177864854 0.72126500000000016 341.15005000000008 1875.0000000000002 10.066966805240616 1.7006944444444445 1.2968178581469227 0.11060867972720131 1.3914231498226897 0.44959869593269786 0.21318500000000004 1.1512063449804963 -32.89688533468756 128.60959514781152 1.1876208568089444 3.9000000000000004 -1.0000000180025095e-35 124.50000000000001 -0.0030620378082334945 -0.34141626693539778 1.1238101607548294 0.46406755985399145 2.9083500000000004 17.31596370257747 186.51617914713904 0.93277395725849355 1.3894712931468887 0.079204500000000025 1.2828363105133982 -2.1795396974374088 0.93851437769935941 0.0039230384807596207 0.033131000000000008 0.03232800000000001 -0.092583027871588855 0.052363000000000007 12.405835853261896 1.1479150417714448 -0.041429144199261927\ndecision_type=2 2 8 2 2 8 2 10 2 2 2 2 10 2 8 10 2 2 2 2 2 2 2 10 2 2 8 2 2 2 2 2 2 2 2 2 2 10 2 2 10 2 2 2 2 8 10 2 10 2 2 2\nleft_child=1 3 -3 4 9 6 48 -8 -7 10 11 12 13 47 -15 17 -17 -14 19 20 21 -12 23 25 26 31 -25 -28 -26 -30 35 33 -32 -11 -33 -27 37 40 42 -40 43 -42 -39 -24 -21 -38 -2 -1 -6 -5 -48 -10\nright_child=46 2 -4 49 5 8 7 -9 51 22 18 -13 15 14 -16 16 -18 -19 -20 44 -22 -23 36 24 28 30 27 -29 29 -31 32 34 -34 -35 -36 -37 45 38 39 -41 41 -43 -44 -45 -46 -47 50 -49 -50 -51 -52 -53\nleaf_value=0.00027788050132840125 -0.00050919790951293954 -0.00083403180111650543 0.002044648245097419 0.00024015844599533363 -0.0006745892174467613 0.0011141767606367998 0.0044569206391419317 -0.00026368461223600281 -0.00025370603250959709 -0.0025363580550302489 0.00011987062710185641 0.0043007896080122874 0.0028556881733253652 0.0025896606944253303 -0.00045255577122647737 0.00029972263113665801 -0.0060712797115963944 -0.0017480098396081942 0.0028903714559279838 -0.00041833837512236815 -0.002658913362950422 -0.0011117172729067381 0.00022318896166816381 0.00090773950501158384 -0.002582746747343114 0.0016598809377257717 0.00013667207004852599 -0.0073801576127832513 -6.6990020419743147e-05 0.0058029235420143334 -0.00096424057924741294 0.005925208309768012 -0.0046279133183837855 0.0013157895143375512 0.0020957544484753714 -0.00096812321725797917 -0.00024683049576417523 -0.0015339846642531056 1.1044724118857096e-05 0.00075682356766463557 0.00030164370002952744 -0.0090210208269198549 -0.00023290855617969487 -0.00015680915742796831 -0.0039420815946743983 0.0027737056106091748 0.0001664559537991739 -0.0019246014667838754 0.0011412485275447079 -0.001852880272730058 0.0015885251088410984 -0.001566514566909073\nleaf_weight=13.000000000000002 13.999999999999998 14.999999999999998 27 10.000000000000002 18 19 13.000000000000002 9.9999999999999982 11.000000000000002 10.000000000000002 1516 11.999999999999998 24 117 27 39 10.999999999999998 20 12.999999999999998 12.000000000000002 10.999999999999998 78 3631 13.999999999999998 12.999999999999998 23 9.9999999999999982 37 25 11.999999999999998 32 11.999999999999998 28 17 57 34 10.000000000000002 361 4037 2000 39 11.999999999999998 1821 10087 10.999999999999998 10.999999999999998 9.9999999999999982 11.999999999999998 11.000000000000002 18 36 20\nleaf_count=13 14 15 27 10 18 19 13 10 11 10 1516 12 24 117 27 39 11 20 13 12 11 78 3631 14 13 23 10 37 25 12 32 12 28 17 57 34 10 361 4037 2000 39 12 1821 10087 11 11 10 12 11 18 36 20\ninternal_value=0 -5.70227e-06 0.00105387 -7.95905e-06 -6.0357e-06 0.000734831 0.00165021 0.00294653 -0.000333536 -9.45368e-06 0.000159085 0.00106194 0.000762033 0.00154297 0.0020269 -0.000655359 -0.00188017 0.000826909 2.26872e-06 -3.82985e-05 1.81141e-05 5.30495e-05 -2.39778e-05 -0.0006139 -0.00211927 0.000230445 -0.00454012 -0.00603744 0.00109861 0.00266638 -0.00160772 0.00241103 -0.00309084 -0.000410834 0.00342747 0.000181771 -1.50185e-05 -1.74563e-05 6.93097e-05 0.000258957 -6.92614e-05 -0.00301118 -0.000454181 -5.61386e-05 -0.00278749 0.00171972 0.000916865 -0.00102714 0.000130198 -0.00123888 0.00136431 -0.00127618\ninternal_weight=0 24421 42 24379 24351 102 52 23 50 24249 1916 275 263 169 144 94 50 44 1641 1628 1605 1594 22333 324 111 213 61 47 50 37 117 96 60 27 69 57 22009 21988 8219 6037 13769 51 2182 13718 23 21 60 25 29 28 46 31\ninternal_count=24481 24421 42 24379 24351 102 52 23 50 24249 1916 275 263 169 144 94 50 44 1641 1628 1605 1594 22333 324 111 213 61 47 50 37 117 96 60 27 69 57 22009 21988 8219 6037 13769 51 2182 13718 23 21 60 25 29 28 46 31\nis_linear=0\nshrinkage=0.01\n\n\nend of trees\n\nfeature_importances:\nDuration_(days)=8804\nv=8675\nE.Hb=6713\nz=6486\nh.a=6218\np.M=6074\np.Am=6069\nkap=5994\nE.Hp=5967\nDaphnia_magna=4419\nGammarus_fasciatus=3452\nWater_Solubility_(mg/L)=3145\nlog_Kow=2398\nATSC5c=1413\nBrachionus_calyciflorus=1335\nAATS4m=1118\nBCUTdv-1l=1114\nAATSC4d=1112\nBCUTd-1l=1105\nATSC1se=1092\nAATSC2m=1079\nAATSC0p=1070\nRPCG=1038\nBCUTc-1h=1037\nMATS1d=1026\nATSC3d=1025\nATSC5Z=1025\nMATS3c=1006\nATSC4c=993\nATSC7c=983\nGATS1se=977\nATSC5are=975\nBCUTZ-1l=970\nBIC3=968\nAATS3i=965\nAATS1i=943\nMATS1s=942\nRNCG=940\nATSC3dv=939\nAATSC1p=939\nBCUTi-1h=934\nAATSC0v=904\nMATS1v=901\nVR1_A=897\nATSC4dv=895\nATSC2d=893\nAATSC2c=863\nBIC1=861\nGATS3Z=859\nLampsilis_cardium=855\nATSC5p=854\nGATS3se=851\nATSC3i=849\nATSC7i=848\nATSC7v=846\nMATS1c=845\nATSC3s=840\nAATS3are=835\nIC4=816\nBalabanJ=815\nATSC2i=814\nATSC7d=812\nGATS1m=807\nGATS4Z=801\nATSC6dv=799\nATSC5i=796\nAATSC4i=795\nATSC3se=776\nATSC1s=775\nBCUTc-1l=774\nATSC4s=773\nGATS4c=770\nAATSC0m=768\nETA_shape_y=764\nATSC8d=762\nATSC6m=758\nAATS4i=751\nATSC6d=738\nATSC3v=737\nMATS4are=728\nGATS1d=727\nGATS2se=726\nATSC5d=723\nATSC7s=722\nEState_VSA2=721\nGATS3dv=716\nEState_VSA4=712\nAATSC2p=710\nJGI4=710\nGATS3c=706\nATSC6i=703\nAATSC4m=699\nGATS3d=697\nAATS4s=686\nATSC6v=685\nJGI5=677\nGATS4d=676\nPEOE_VSA6=674\nAATSC3m=664\nAATSC4p=663\nATSC8se=658\nGATS2s=658\nAETA_beta_s=658\nGATS4s=648\nGATS3i=645\nAATSC3p=639\nATSC8c=636\nATSC6s=632\nATSC8p=619\nGATS2d=608\nAETA_beta=606\nAATSC1dv=602\nATSC7m=589\nAATSC2s=588\nVSA_EState5=582\nVSA_EState3=581\nPEOE_VSA9=570\nJGI3=569\nAXp-3dv=565\nGATS4v=561\nETA_psi_1=559\nMATS3d=551\nJGI2=548\nATSC2are=544\nGATS2p=523\nATSC8i=520\nSlogP_VSA2=515\nATSC7se=513\nEState_VSA8=507\nPEOE_VSA8=500\nETA_eta_FL=491\nPhysella_acuta=487\nBCUTv-1l=483\nPEOE_VSA10=479\nPEOE_VSA7=476\nSdsCH=470\nVSA_EState7=465\nJGI7=459\nJGI6=448\nEState_VSA3=445\nEState_VSA5=442\nJGI1=441\nAMID_N=435\nPEOE_VSA1=431\nVSA_EState1=429\nSdssC=424\nRotRatio=422\nVSA_EState6=410\nBCUTse-1h=407\nSaasC=403\nSlogP_VSA1=397\nVSA_EState8=368\nTubifex_tubifex=332\nEState_VSA7=324\nEState_VSA6=307\nSMR_VSA6=303\nJGI8=303\nETA_dAlpha_B=292\nPEOE_VSA2=291\nVSA_EState9=267\nPEOE_VSA11=251\nEState_VSA1=248\nSlogP_VSA4=227\nTopoShapeIndex=213\nNsCH3=190\nETA_beta_ns_d=190\nETA_shape_x=186\nGGI9=186\nSsssCH=184\nJGI9=179\nPEOE_VSA12=177\nSssS=174\nJGI10=172\nXc-4dv=150\nC1SP2=147\nSssNH=146\nSMR_VSA9=141\nPEOE_VSA4=133\nSaasN=125\nSsNH2=124\nC3SP2=119\nSsssN=116\nPEOE_VSA3=116\nNdssC=113\nNssCH2=108\nnCl=104\nEState_VSA10=101\nPEOE_VSA5=97\nSssssC=89\nn10FARing=85\nn9Ring=77\nSddsN=76\nSlogP_VSA10=70\nnHBDon=58\nPEOE_VSA13=48\nHydra_vulgaris=46\nGhoseFilter=40\nnAcid=39\nSdCH2=36\nNddC=34\nn5AHRing=34\nnAHRing=32\nC2SP1=30\nnFaHRing=27\nnBase=25\nNaaS=23\nSsSH=23\nNaaaC=20\nn5aRing=20\nNaaN=18\nNdsN=16\nnFHRing=12\nn6aHRing=11\nSaaNH=10\nXch-3dv=8\nETA_dPsi_B=7\nn7Ring=7\nNddssS=5\nNaaO=4\nC4SP3=3\nSdNH=3\nn6ARing=3\nSpirostomum_ambiguum=3\nnF=2\nnBr=2\nNtsC=2\nn9FaRing=2\nn10FaRing=2\nnG12FaHRing=1\nnFARing=1\nn9FAHRing=1\n\nparameters:\n[boosting: gbdt]\n[objective: regression]\n[metric: test_neg_log_likelihood]\n[tree_learner: serial]\n[device_type: cpu]\n[num_iterations: 1000]\n[learning_rate: 0.01]\n[num_leaves: 1024]\n[num_threads: 0]\n[deterministic: 0]\n[train_gp_model_cov_pars: 1]\n[use_gp_model_for_validation: 1]\n[leaves_newton_update: 0]\n[use_nesterov_acc: 0]\n[nesterov_acc_rate: 0.5]\n[momentum_offset: 0]\n[momentum_schedule_version: 1]\n[linear_tree: 0]\n[data: ]\n[valid: ]\n[force_col_wise: 0]\n[force_row_wise: 0]\n[histogram_pool_size: -1]\n[max_depth: 10]\n[min_data_in_leaf: 10]\n[min_sum_hessian_in_leaf: 0.001]\n[bagging_fraction: 1]\n[pos_bagging_fraction: 1]\n[neg_bagging_fraction: 1]\n[bagging_freq: 0]\n[bagging_seed: 3]\n[feature_fraction: 1]\n[feature_fraction_bynode: 1]\n[feature_fraction_seed: 2]\n[extra_trees: 0]\n[extra_seed: 6]\n[early_stopping_round: 0]\n[first_metric_only: 0]\n[max_delta_step: 0]\n[lambda_l1: 0]\n[lambda_l2: 10]\n[linear_lambda: 0]\n[min_gain_to_split: 0]\n[drop_rate: 0.1]\n[max_drop: 50]\n[skip_drop: 0.5]\n[xgboost_dart_mode: 0]\n[uniform_drop: 0]\n[drop_seed: 4]\n[top_rate: 0.2]\n[other_rate: 0.1]\n[min_data_per_group: 100]\n[max_cat_threshold: 32]\n[cat_l2: 10]\n[cat_smooth: 10]\n[max_cat_to_onehot: 4]\n[top_k: 20]\n[monotone_constraints: ]\n[monotone_constraints_method: basic]\n[monotone_penalty: 0]\n[feature_contri: ]\n[forcedsplits_filename: ]\n[refit_decay_rate: 0.9]\n[cegb_tradeoff: 1]\n[cegb_penalty_split: 0]\n[cegb_penalty_feature_lazy: ]\n[cegb_penalty_feature_coupled: ]\n[path_smooth: 0]\n[interaction_constraints: ]\n[verbosity: 0]\n[saved_feature_importance_type: 0]\n[max_bin: 255]\n[max_bin_by_feature: ]\n[min_data_in_bin: 3]\n[bin_construct_sample_cnt: 200000]\n[data_random_seed: 1]\n[is_enable_sparse: 1]\n[enable_bundle: 1]\n[use_missing: 1]\n[zero_as_missing: 0]\n[feature_pre_filter: 0]\n[pre_partition: 0]\n[two_round: 0]\n[header: 0]\n[label_column: ]\n[weight_column: ]\n[group_column: ]\n[ignore_column: ]\n[categorical_feature: ]\n[forcedbins_filename: ]\n[objective_seed: 5]\n[num_class: 1]\n[is_unbalance: 0]\n[scale_pos_weight: 1]\n[sigmoid: 1]\n[boost_from_average: 1]\n[reg_sqrt: 0]\n[alpha: 0.9]\n[fair_c: 1]\n[poisson_max_delta_step: 0.7]\n[tweedie_variance_power: 1.5]\n[lambdarank_truncation_level: 30]\n[lambdarank_norm: 1]\n[label_gain: ]\n[sigma: 1]\n[yl: -inf]\n[yu: inf]\n[eval_at: ]\n[multi_error_top_k: 1]\n[auc_mu_weights: ]\n[num_machines: 1]\n[local_listen_port: 12400]\n[time_out: 120]\n[machine_list_filename: ]\n[machines: ]\n[gpu_platform_id: -1]\n[gpu_device_id: -1]\n[gpu_use_dp: 0]\n[num_gpu: 1]\n\nend of parameters\n", +"gp_model_str": { + "params": { + "maxit": 1000, +"delta_rel_conv": -1, +"init_coef": null, +"lr_coef": 0.10000000000000001, +"lr_cov": -1, +"use_nesterov_acc": true, +"acc_rate_coef": 0.5, +"acc_rate_cov": 0.5, +"nesterov_schedule_version": 0, +"momentum_offset": 2, +"trace": false, +"convergence_criterion": "relative_change_in_log_likelihood", +"std_dev": false, +"cg_max_num_it": 1000, +"cg_max_num_it_tridiag": 1000, +"cg_delta_conv": 0.001, +"num_rand_vec_trace": 50, +"reuse_rand_vec_trace": true, +"seed_rand_vec_trace": 1, +"piv_chol_rank": 50, +"estimate_aux_pars": true, +"optimizer_cov": "gradient_descent", +"optimizer_coef": "wls", +"cg_preconditioner_type": "none", +"init_cov_pars": [ 2.6818720206692594, 2.6818720206692594 ] +}, +"likelihood": "gaussian", +"cov_pars": [ 0.089158310396842785, 0.080346797396443542 ], +"group_data": [ 13887, 3773, 24076, 11483, 25512, 16245, 25378, 21796, 14112, 4799, 1282, 15173, 8155, 20692, 10825, 20599, 25780, 17827, 10954, 12980, 6094, 12410, 19448, 4385, 905, 19132, 6306, 25382, 13858, 3793, 6421, 27045, 22054, 25030, 3239, 16721, 3727, 2903, 8752, 8004, 17480, 1227, 4162, 13031, 22229, 24472, 14769, 11986, 8109, 7799, 5024, 12501, 14819, 9056, 19522, 1081, 12619, 6282, 26898, 18220, 3009, 20020, 11156, 8780, 6072, 13034, 13638, 8531, 15158, 25083, 19749, 5816, 26863, 3496, 14071, 5177, 317, 24683, 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111.757 85.2864 116.106 65.7207 56.6125 54.8405 49.5695 49.9161 49.4524 49.389 64.9166 61.4114 45.3315 44.9368 44.45 39.3295 38.5084 38.3391 37.1046 35.851 35.3798 34.565 32.738 32.534 31.7063 31.3984 35.3511 30.6968 29.9982 27.0406 27.7889 26.8699 27.8213 26.3752 24.5106 23.1564 22.6134 21.6481 21.5542 21.3042 23.2195 58.8583 37.0084 21.2302 21.1916 21.0851 20.7712 20.6222 20.1611 20.1333 20.1136 19.6114 19.4059 19.3668\nthreshold=22.250000000000004 0.45500000000000007 46.439599905149656 3.9000000000000004 77.342064619570991 46.252591048710187 2.9083500000000004 72.516289558880104 14.558222255864639 5.4000000000000012 51.663824537734364 3.1000000000000005 0.42509219374737034 1.0500000000000003 1.0500000000000003 -40.937130177514803 -0.31238178359853808 -0.58821354152568051 81.079139366004156 1.0500000000000003 -84.809856436139015 7.1000000000000005 0.014800452972115843 0.10267094017094024 4.6500000000000012 62.282577383444092 -0.00020426748737086499 1.0000000180025095e-35 2.7500000000000004 0.42776934802501948 1.0000000180025095e-35 11.380923875461619 11.674475319182561 2.9083500000000004 1.0500000000000003 57.910827235231999 -0.00080098933721373491 0.65765107212475649 72.516289558880104 2.8092202853363566 13.637475775081066 4.6500000000000012 1.7500000000000002 1.7410846904855799 1.4769005233266148 1.1460298742138368 -0.62433987044748485 0.10713778913012637 0.1275420483959068 1.7500000000000002 57.910827235231999 67.060440156802173 5.0274598329274625 1.1432238069098706 -0.54597968319559209 5.6564862968807761 54.025022848257812 72.516289558880104 -4.5212874323603165 2.9050000000000007 -15.394856811829602 164.97028727219785 33.939582286797339\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 3 5 4 26 40 7 8 14 12 -3 18 17 -7 27 -11 -17 25 19 32 -20 22 45 -13 30 -8 28 61 -1 -21 54 43 -12 48 35 47 -18 -25 -14 -40 58 -42 -33 52 -16 -5 -24 -10 -6 50 51 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227.858 151.308 149.745 192.427 121.321 141.29 117.663 101.455 84.6521 107.792 63.9223 52.4193 50.5897 49.1826 45.7948 83.0206 50.0786 44.837 45.0207 43.4391 43.0707 42.5161 42.3033 39.7339 36.4656 35.9189 34.4 33.9254 33.4967 31.4919 30.6435 40.6739 29.8378 29.2132 28.7335 32.626 28.3405 27.0012 27.0676 26.6874 25.5776 23.2641 23.2449 22.7832 20.9755 21.1916 55.5082 34.456 20.863 20.8452 20.0683 19.8653 19.7409 19.6277 18.8557 28.3612 18.8058 18.7759 18.5183 18.4151 18.1584\nthreshold=22.250000000000004 0.45500000000000007 46.439599905149656 46.252591048710187 3.9000000000000004 77.342064619570991 2.9083500000000004 72.516289558880104 14.558222255864639 5.4000000000000012 51.663824537734364 3.1000000000000005 0.42509219374737034 1.0500000000000003 1.0500000000000003 -0.58821354152568051 72.516289558880104 1.0500000000000003 -84.809856436139015 -40.937130177514803 0.37121895500424645 0.74431002766415644 7.1000000000000005 0.10267094017094024 8.7811034605502147 0.54090693019529545 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61 -41 52 -43 44 60 -16 -7 48 49 -48 -30 -15 -2 -17 -10 -55 57 -4 -29 -32 -9 -14 -28\nright_child=2 10 6 13 22 35 9 32 36 19 11 23 39 26 45 53 18 25 -20 20 -22 -23 -24 38 -26 -27 62 31 50 -31 59 -33 33 -35 -36 -37 -38 -39 -40 40 -42 42 -44 -45 -46 -47 47 -49 -50 -51 -52 -53 -54 55 -56 -57 -58 -59 -60 -61 -62 -63 -64\nleaf_value=-0.0022574075559937037 0.00041855513969746587 -0.0071593261433115108 0.0083636049451334561 0.0073142590863381433 -0.0051944823983024017 -0.0055039130135603673 -0.011121726914652789 0.0051322638857720327 0.0013153411912385554 -0.0017042283871842635 0.0040256865278358138 -0.0014040264023491341 -0.005910601688904487 -0.0031841561980662848 0.0012546967359486916 4.7013971690161485e-05 0.0088124206575414983 -0.0090061744603560211 0.0010156015115255902 -0.0061474841847343554 -0.0011638728136807259 -0.026491474137021527 -0.026380963783816158 -0.0023303513674256876 -0.0091294028723872701 -0.0022086094408327764 -0.012648572231417481 0.00594212979385736 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750 1889 97 550 10.999999999999998 13.999999999999998 32 136 10.000000000000002 112 68 19 97 2664 316 1074 12.999999999999998 567 52 20 162 675 1355 12.999999999999998 30\nleaf_count=222 22 259 45 249 1538 337 15 626 36 50 198 1806 146 49 677 2150 87 105 1298 17 19 30 10 779 470 462 21 216 678 164 140 131 11 100 284 16 229 63 750 1889 97 550 11 14 32 136 10 112 68 19 97 2664 316 1074 13 567 52 20 162 675 1355 13 30\ninternal_value=0 -0.00290522 0.00193216 0.00375283 -0.00501622 -0.00229055 0.00110555 0.00259881 0.000171196 0.000325484 -0.00158336 -0.00131881 0.000486007 0.00288442 0.00177026 0.00115302 0.000427071 -0.00153542 0.00151137 -0.0089067 -0.0142562 -0.0194144 -0.00654552 -0.00244413 -0.00644751 -0.00348106 0.00257426 0.00109231 0.00342125 0.00541994 0.00269615 0.00255484 0.00422735 0.00933218 -0.00575107 -0.0066848 -0.00494911 -0.000787911 -0.00367094 -0.000938374 -0.000619659 0.00744325 0.00608454 0.00394334 0.00384868 0.000503695 -0.00707721 -0.00957577 -0.00605485 0.00539935 0.00371669 0.0032301 0.0096738 0.000679565 0.00527207 0.00150779 0.00951263 0.0130837 0.00401642 0.000916927 0.00370774 -0.00489055 -0.00574712\ninternal_weight=0 9339 15142 4727 3595 1293 10415 3573 1435 6842 5744 5485 6726 3828 1094 4581 2150 765 1385 116 66 47 2302 3335 2292 567 3579 731 790 281 3528 509 2138 111 1822 562 341 112 1529 2145 1986 899 561 2027 2013 813 546 209 97 29 775 2713 338 3791 49 1641 117 65 378 815 1981 159 51\ninternal_count=24481 9339 15142 4727 3595 1293 10415 3573 1435 6842 5744 5485 6726 3828 1094 4581 2150 765 1385 116 66 47 2302 3335 2292 567 3579 731 790 281 3528 509 2138 111 1822 562 341 112 1529 2145 1986 899 561 2027 2013 813 546 209 97 29 775 2713 338 3791 49 1641 117 65 378 815 1981 159 51\nis_linear=0\nshrinkage=0.01\n\n\nTree=3\nnum_leaves=64\nnum_cat=0\nsplit_feature=2 2 11 62 0 243 0 59 240 0 239 0 0 70 94 0 239 0 21 228 0 34 75 61 96 0 240 0 19 77 156 239 36 141 152 0 173 0 239 0 101 177 54 2 0 15 11 238 191 12 18 57 225 33 57 0 240 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11.355779213650932 0.0052500000000000003 0.21141589506172845 1.5000000000000002 0.50092663207998633 72.516289558880104 164.07379180548421 0.39483291484112359 1.5000000000000002 2.0238161375661377 3.8931251057954297 0.018033512954897763 0.42509219374737034 0.15517271169531716 54.025022848257812 0.081832842069289591 0.23635347946371577 0.19359953703703708 0.085000000000000006 0.69179489421227525 0.047376207729468607 0.3954276425779169 38.629672386440134 -0.2926709566607904 2.0986694606827094 38.629672386440134 0.77308513806605628 5.8310211869789708 -3.5287487161267204 1.7500000000000002 18.49841263673969 -0.37391064964855047 0.39056339063837503 30.771449704142018 1.2500000000000002 2.9083500000000004 0.98928385766286075 -67.220578566732399 0.12169604582659115 -0.27145125306410772 166.71100348354659 22.825467665264522 0.57862133971758956 0.58132653061224404 0.62880184331797251\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 10 6 8 15 25 22 37 9 -4 20 18 50 21 28 16 27 -17 35 -12 32 -6 44 24 -24 -3 42 29 51 39 47 -11 -1 43 -21 38 -15 -8 -7 -5 59 -25 -19 45 -2 -9 -16 -31 49 -49 -13 56 -36 -50 57 -56 -10 -55 -38 -14 -23 -51 -58\nright_child=2 5 3 4 13 11 7 33 14 31 19 12 40 36 46 17 -18 26 -20 34 -22 60 23 41 -26 -27 -28 -29 -30 30 -32 -33 -34 -35 52 -37 58 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 48 53 61 -52 -53 -54 54 55 -57 62 -59 -60 -61 -62 -63 -64\nleaf_value=-0.0049245113434206178 0.0011875189971697862 -0.0015146060044760562 0.011608317580426544 0.004324298248250205 0.0032595278894299896 -0.0014811405041767127 -0.0065699888492976649 0.00051237798320560325 0.00052465445558958932 -0.00011126825152365556 -0.0077327672725320843 -0.0089465559334758731 -0.0023167488157093616 0.0034258433964904776 0.0046569756336941473 0.0050422853094835443 0.0014253430986120746 0.0015238283029694552 0.00021910305472868055 -0.0027436668877894093 -0.010610566156215431 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2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 10 6 8 15 26 22 36 9 -4 20 18 49 21 28 16 27 -17 37 -12 33 -6 43 24 -24 41 -3 29 51 38 48 -11 42 -1 -21 -15 -8 -7 -5 57 -25 -19 44 45 -9 -2 -20 -16 -31 -13 -36 52 -10 -39 -55 61 -37 59 -23 -14 -35 -56 -54\nright_child=2 5 3 4 13 11 7 32 14 31 19 12 39 35 47 17 -18 25 46 34 -22 58 23 40 -26 -27 -28 -29 -30 30 -32 -33 -34 60 50 56 -38 53 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 62 54 55 -57 -58 -59 -60 -61 -62 -63 -64\nleaf_value=-0.0049732849583737247 0.0016582739651735277 -0.0030140560294399888 0.011698916702763313 0.0043855103063106813 0.0032731901168773932 -0.0010595719724577712 -0.0064520137652035736 0.00052706777830152565 0.00050159574759039483 -0.00013970099888329201 -0.0078557117724292868 -0.0090208359621056031 -0.0021634574476939771 0.003476858100678742 0.004711670446765067 0.005082336072548873 0.0014423820212389399 0.0014658527654507021 0.00012231008656583671 -0.0027797107599203249 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59 239 239 98 225 1 226 179 94 2 112 103 63 125 230 173 135 2 111 142 94 239 226 1 27 5 243 80 63 177 243 188 185 58 240 178 233 36 48 232 185 24 75 36 53 46 23 240 243 73 153 14\nsplit_gain=1716.4 348.022 263.829 175.294 82.42 77.7043 68.9315 102.795 64.3352 45.1278 42.125 41.1981 40.2279 38.7689 36.9496 30.5256 26.4858 25.292 24.7878 24.6875 23.2549 21.9527 21.3837 19.3281 18.6524 18.4461 18.3256 17.8797 17.0254 16.961 15.722 15.3424 26.9233 14.7202 13.6652 12.5793 12.4448 12.3949 12.9889 12.2095 12.1048 11.8067 11.6615 11.6 11.2163 11.2029 10.9188 10.8825 10.4221 10.3645 10.3093 10.2563 9.68063 9.42596 9.37844 9.26268 9.21105 9.19185 9.40678 16.9244 12.6468 9.11085 9.09235\nthreshold=22.250000000000004 0.45500000000000007 321.00000000000006 0.21496770157318482 0.50092663207998633 51.663824537734364 0.41321592675392677 72.516289558880104 13.637475775081066 0.98779289493575217 42.812587599362516 18.510280701200255 72.516289558880104 72.516289558880104 5.8706702616884572 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2 2 63 94 239 63 239 94 12 239 59 240 240 225 1 24 94 98 2 226 112 103 25 63 125 106 230 23 174 240 94 239 45 177 1 243 58 40 60 63 149 243 65 229 58 233 96 2 48 185 95 54 12 227 64 20 53 23 240 243 73 153\nsplit_gain=1720.96 349.209 264.303 175.404 82.5644 77.542 69.0728 102.876 64.3951 44.8494 41.8666 41.2795 40.2997 38.7934 30.511 26.5315 24.8799 24.6791 23.3657 23.1352 22.2441 21.968 21.406 19.71 19.3112 18.6928 18.3863 18.356 17.6653 16.5342 16.0192 15.3789 26.9818 15.1588 13.7299 13.7128 12.4271 13.0552 12.3838 12.3272 15.8288 12.9815 11.8401 11.645 11.5933 11.2401 10.9291 10.6321 11.8945 10.3945 10.2785 10.0411 9.8262 9.60423 9.49389 9.46423 9.43992 9.25782 9.21364 9.42543 16.8926 12.6663 9.11442\nthreshold=22.250000000000004 0.45500000000000007 321.00000000000006 0.21496770157318482 0.50092663207998633 51.663824537734364 0.41321592675392677 72.516289558880104 0.33128865214712983 5.934375000000002 72.516289558880104 18.510280701200255 72.516289558880104 72.516289558880104 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100 43 83 121 88 2 243 22 156 101 64 234 39 39 53 238 52\nsplit_gain=1986.01 509.16 239.466 152.504 94.0342 77.9376 76.9775 95.2246 72.2449 65.5792 65.1582 53.3701 50.4851 49.6236 43.5332 42.6906 39.2263 38.5815 34.7734 33.0073 31.6135 34.6832 31.1955 30.9052 30.6737 29.1257 28.1011 26.9677 24.8731 24.632 24.2885 26.3733 23.8115 22.6591 22.2181 22.094 28.2283 22.0582 20.8212 20.6266 20.345 20.3362 20.6814 20.1744 19.7507 19.7425 22.0011 19.2767 18.7829 18.1444 18.1286 17.6063 17.5273 20.237 17.4974 17.0717 16.5964 16.5306 16.3271 16.0288 15.6794 15.9613 15.6542\nthreshold=30.500000000000004 0.45500000000000007 503.00000000000006 0.20402613225662555 13.24466854121895 11.156124671711511 0.36893717337676124 72.516289558880104 -0.15006578947368418 72.516289558880104 10.740856031467294 1.1110159202569918 0.71749456251402044 0.0052500000000000003 2.8150000000000004 -1.0000000180025095e-35 34.198648133835995 -0.42632534775553599 0.83630952380952395 64.062100247116703 0.046406265000000023 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242\nsplit_gain=1480 451.034 140.403 98.7567 90.7655 81.8256 65.4581 64.5999 56.3891 55.5862 58.1708 49.7425 100.269 72.9788 43.1156 44.776 41.2773 37.6932 55.4259 36.8507 35.8604 35.4044 35.1955 41.3997 34.3919 32.9458 40.2767 30.5873 29.5388 31.1676 29.5144 29.0474 28.4282 27.2765 26.9043 27.5366 29.7697 26.8058 26.5144 23.7252 25.8044 27.7196 23.4257 23.4236 22.9003 22.6564 22.314 25.4858 22.0597 22.0145 24.1669 21.9928 21.609 20.9217 22.6067 20.781 20.6444 25.9013 20.4044 20.3029 25.9908 20.2939 20.274\nthreshold=1.9300000000000002 144.00000000000003 0.11550000000000002 0.33128865214712983 0.77289344543284333 20.10983933170985 0.84562945112559651 5.934375000000002 35.352097544392201 5.0258523053089705 1.562046600589033 72.516289558880104 0.36893717337676124 0.0029432784596436254 -3.6253058928046529 0.45000000000000007 5.0777322529306037 0.20130637761450637 0.066851851851851871 0.39003951526351049 0.044529270095139302 27.699215490858631 39.557894787731179 38.145457910116704 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trees\n\nfeature_importances:\nOncorhynchus_mykiss=2970\nDuration_(days)=2932\nDaphnia_magna=2655\nCulex_pipiens=2280\nPimephales_promelas=1814\nWater_Solubility_(mg/L)=1700\nlog_Kow=860\nAATSC0p=807\nBCUTc-1h=776\nBrachionus_calyciflorus=637\nAATSC2m=504\nBCUTi-1h=494\nBCUTdv-1l=492\nBCUTZ-1l=480\nMATS1c=473\nLampsilis_cardium=457\nATSC7s=452\nATSC5are=452\nMATS3c=448\nBCUTd-1l=448\nAATS4m=444\nAATSC2s=433\nGATS3Z=427\nEState_VSA2=422\nAATS3i=412\nATSC3s=411\nBCUTc-1l=409\nATSC5c=391\nVR1_A=390\nMATS1v=390\nETA_shape_y=389\nBIC1=386\nAATSC4d=384\nIC4=383\nATSC4c=379\nAATSC2c=378\nATSC5p=371\nAATSC4i=368\nGATS1m=368\nGATS1se=368\nAETA_beta_s=368\nRNCG=363\nATSC1se=360\nGATS1d=356\nRPCG=355\nVSA_EState3=353\nGATS2se=349\nATSC2i=348\nATSC7c=344\nAATSC0m=343\nATSC1s=341\nPhysella_acuta=330\nJGI4=329\nGATS2s=328\nGATS4Z=328\nATSC2d=323\nATSC5Z=323\nMATS1d=323\nGATS3se=322\nMATS1s=318\nAATSC1p=317\nGATS4s=317\nATSC3d=316\nGATS3dv=316\nGATS3c=315\nBIC3=315\nEState_VSA4=309\nSdsCH=304\nATSC7i=303\nATSC5i=302\nGATS4c=300\nPEOE_VSA8=295\nATSC8se=292\nAATSC0v=286\nJGI5=286\nAATS1i=283\nATSC4s=283\nGATS2d=283\nSdssC=283\nATSC3v=280\nATSC6v=279\nATSC3i=279\nAATS4s=278\nMATS4are=276\nATSC6s=274\nATSC3se=273\nATSC8c=272\nATSC4dv=269\nAATSC4p=269\nGATS3i=268\nATSC6i=266\nATSC2are=264\nSlogP_VSA2=264\nETA_psi_1=262\nATSC6dv=260\nAATSC3p=259\nAETA_beta=259\nATSC7d=255\nAATSC3m=255\nPEOE_VSA9=254\nAXp-3dv=253\nAATSC1dv=252\nGATS2p=251\nAATS4i=249\nTubifex_tubifex=246\nATSC5d=245\nATSC8i=244\nJGI6=244\nATSC7v=242\nATSC3dv=241\nATSC8d=240\nVSA_EState1=240\nAATSC2p=237\nJGI2=236\nETA_eta_FL=235\nPEOE_VSA6=235\nGATS4v=234\nJGI7=234\nATSC7m=233\nPEOE_VSA10=229\nATSC7se=226\nEState_VSA8=223\nATSC6m=220\nVSA_EState7=220\nGATS4d=219\nBalabanJ=219\nAATS3are=216\nVSA_EState5=215\nATSC6d=213\nGATS3d=211\nSMR_VSA6=211\nJGI1=211\nEState_VSA3=210\nVSA_EState9=210\nAATSC4m=207\nSssS=206\nMATS3d=203\nPEOE_VSA7=203\nATSC8p=202\nJGI3=201\nSsssCH=199\nRotRatio=197\nSaasC=189\nVSA_EState6=186\nPEOE_VSA1=183\nVSA_EState8=183\nAMID_N=183\nPEOE_VSA3=178\nBCUTse-1h=176\nSlogP_VSA1=171\nEState_VSA7=159\nSssNH=157\nEState_VSA1=155\nETA_dAlpha_B=146\nBCUTv-1l=144\nETA_shape_x=142\nEState_VSA5=130\nPEOE_VSA11=123\nETA_beta_ns_d=119\nGGI9=117\nSlogP_VSA4=116\nEState_VSA6=115\nJGI8=114\nC1SP2=108\nNsCH3=99\nPEOE_VSA5=98\nPEOE_VSA2=80\nNssCH2=78\nSMR_VSA9=77\nJGI9=76\nSsssN=73\nSsNH2=71\nJGI10=69\nn5aRing=65\nSaasN=63\nTopoShapeIndex=63\nPEOE_VSA4=60\nXc-4dv=59\nnAcid=56\nSddsN=55\nPEOE_VSA12=55\nnCl=53\nNdssC=49\nSdCH2=46\nnHBDon=43\nSlogP_VSA10=40\nEState_VSA10=40\nNaaN=35\nSssssC=34\nSsSH=34\nn9Ring=34\nPEOE_VSA13=31\nnBase=30\nSaaNH=30\nNaaS=29\nNddC=28\nGhoseFilter=28\nnAHRing=26\nHydra_vulgaris=25\nn5AHRing=24\nETA_dPsi_B=20\nn9FaRing=20\nNddssS=19\nn6ARing=19\nn10FARing=19\nNtsC=17\nC3SP2=16\nnFaHRing=13\nnFHRing=12\nNdsN=11\nn6aHRing=11\nXch-3dv=10\nC2SP1=7\nSpirostomum_ambiguum=5\nNaaaC=4\nn7Ring=4\nn10FHRing=4\nLipinski=3\nnG12FRing=3\nn10FaRing=3\nnFARing=3\nnF=2\nNaaO=2\nnG12FaHRing=2\nC4SP3=1\n\nparameters:\n[boosting: gbdt]\n[objective: regression]\n[metric: test_neg_log_likelihood]\n[tree_learner: serial]\n[device_type: cpu]\n[num_iterations: 1000]\n[learning_rate: 0.01]\n[num_leaves: 64]\n[num_threads: 0]\n[deterministic: 0]\n[train_gp_model_cov_pars: 1]\n[use_gp_model_for_validation: 1]\n[leaves_newton_update: 0]\n[use_nesterov_acc: 0]\n[nesterov_acc_rate: 0.5]\n[momentum_offset: 0]\n[momentum_schedule_version: 1]\n[linear_tree: 0]\n[data: ]\n[valid: ]\n[force_col_wise: 0]\n[force_row_wise: 0]\n[histogram_pool_size: -1]\n[max_depth: -1]\n[min_data_in_leaf: 10]\n[min_sum_hessian_in_leaf: 0.001]\n[bagging_fraction: 1]\n[pos_bagging_fraction: 1]\n[neg_bagging_fraction: 1]\n[bagging_freq: 0]\n[bagging_seed: 3]\n[feature_fraction: 1]\n[feature_fraction_bynode: 1]\n[feature_fraction_seed: 2]\n[extra_trees: 0]\n[extra_seed: 6]\n[early_stopping_round: 0]\n[first_metric_only: 0]\n[max_delta_step: 0]\n[lambda_l1: 0]\n[lambda_l2: 1]\n[linear_lambda: 0]\n[min_gain_to_split: 0]\n[drop_rate: 0.1]\n[max_drop: 50]\n[skip_drop: 0.5]\n[xgboost_dart_mode: 0]\n[uniform_drop: 0]\n[drop_seed: 4]\n[top_rate: 0.2]\n[other_rate: 0.1]\n[min_data_per_group: 100]\n[max_cat_threshold: 32]\n[cat_l2: 10]\n[cat_smooth: 10]\n[max_cat_to_onehot: 4]\n[top_k: 20]\n[monotone_constraints: ]\n[monotone_constraints_method: basic]\n[monotone_penalty: 0]\n[feature_contri: ]\n[forcedsplits_filename: ]\n[refit_decay_rate: 0.9]\n[cegb_tradeoff: 1]\n[cegb_penalty_split: 0]\n[cegb_penalty_feature_lazy: ]\n[cegb_penalty_feature_coupled: ]\n[path_smooth: 0]\n[interaction_constraints: ]\n[verbosity: 0]\n[saved_feature_importance_type: 0]\n[max_bin: 255]\n[max_bin_by_feature: ]\n[min_data_in_bin: 3]\n[bin_construct_sample_cnt: 200000]\n[data_random_seed: 1]\n[is_enable_sparse: 1]\n[enable_bundle: 1]\n[use_missing: 1]\n[zero_as_missing: 0]\n[feature_pre_filter: 0]\n[pre_partition: 0]\n[two_round: 0]\n[header: 0]\n[label_column: ]\n[weight_column: ]\n[group_column: ]\n[ignore_column: ]\n[categorical_feature: ]\n[forcedbins_filename: ]\n[objective_seed: 5]\n[num_class: 1]\n[is_unbalance: 0]\n[scale_pos_weight: 1]\n[sigmoid: 1]\n[boost_from_average: 1]\n[reg_sqrt: 0]\n[alpha: 0.9]\n[fair_c: 1]\n[poisson_max_delta_step: 0.7]\n[tweedie_variance_power: 1.5]\n[lambdarank_truncation_level: 30]\n[lambdarank_norm: 1]\n[label_gain: ]\n[sigma: 1]\n[yl: -inf]\n[yu: inf]\n[eval_at: ]\n[multi_error_top_k: 1]\n[auc_mu_weights: ]\n[num_machines: 1]\n[local_listen_port: 12400]\n[time_out: 120]\n[machine_list_filename: ]\n[machines: ]\n[gpu_platform_id: -1]\n[gpu_device_id: -1]\n[gpu_use_dp: 0]\n[num_gpu: 1]\n\nend of parameters\n", +"gp_model_str": { + "params": { + "maxit": 1000, +"delta_rel_conv": -1, +"init_coef": null, +"lr_coef": 0.10000000000000001, +"lr_cov": -1, +"use_nesterov_acc": true, +"acc_rate_coef": 0.5, +"acc_rate_cov": 0.5, +"nesterov_schedule_version": 0, +"momentum_offset": 2, +"trace": false, +"convergence_criterion": "relative_change_in_log_likelihood", +"std_dev": false, +"cg_max_num_it": 1000, +"cg_max_num_it_tridiag": 1000, +"cg_delta_conv": 0.001, +"num_rand_vec_trace": 50, +"reuse_rand_vec_trace": true, +"seed_rand_vec_trace": 1, +"piv_chol_rank": 50, +"estimate_aux_pars": true, +"optimizer_cov": "gradient_descent", +"optimizer_coef": "wls", +"cg_preconditioner_type": "none", +"init_cov_pars": [ 2.6818720206692594, 2.6818720206692594 ] +}, +"likelihood": "gaussian", +"cov_pars": [ 0.092366774885213679, 0.1396812350848399 ], +"group_data": [ 13887, 3773, 24076, 11483, 25512, 16245, 25378, 21796, 14112, 4799, 1282, 15173, 8155, 20692, 10825, 20599, 25780, 17827, 10954, 12980, 6094, 12410, 19448, 4385, 905, 19132, 6306, 25382, 13858, 3793, 6421, 27045, 22054, 25030, 3239, 16721, 3727, 2903, 8752, 8004, 17480, 1227, 4162, 13031, 22229, 24472, 14769, 11986, 8109, 7799, 5024, 12501, 14819, 9056, 19522, 1081, 12619, 6282, 26898, 18220, 3009, 20020, 11156, 8780, 6072, 13034, 13638, 8531, 15158, 25083, 19749, 5816, 26863, 3496, 14071, 5177, 317, 24683, 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2000 1592 1780 2356 1671 1714 1869 1796 1614 1771 1677 2655 2334 2918 1354 1548 943 1875 1871 2407 2040 2722 2106 2780 1213 2632 1281 1597 1631 1611 1206 2558 1634 1807 2327 1592 2399 2498 1514 1395\n\nTree=0\nnum_leaves=30\nnum_cat=0\nsplit_feature=2 109 0 0 19 235 2 62 250 0 235 235 21 62 250 15 0 143 169 160 159 77 236 60 0 10 79 1 109\nsplit_gain=365.795 147.2 96.0228 67.7482 66.2114 51.777 47.7262 34.9677 32.5867 32.3736 121.386 27.6547 15.3634 15.3225 14.8847 14.0023 13.5579 12.3851 12.3561 11.5267 11.0571 8.0068 6.37991 5.64451 4.37978 4.35746 2.34742 1.11018 0.185721\nthreshold=144.00000000000003 0.09944332813557559 1.0500000000000003 1.0500000000000003 36.066408321902152 70.266857642924407 0.12200000000000001 0.21623381634550434 0.0059670000000000009 1.0500000000000003 48.597025441250928 39.449924859160099 -112.27740486488305 0.2403575759627429 0.0049800000000000009 154.79347253998046 4.2500000000000009 1.2463548752834466 5.8853561292306411 4.7381700596085041 9.6848120411977856 1.0943087400084142 44.80746791527568 -0.98772241446449627 2.7500000000000004 278.38888888888891 1.0507333845928855 5.6700000000000008 0.03529383489573467\ndecision_type=2 2 2 2 2 2 2 2 10 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 3 11 8 7 9 25 21 20 10 -3 23 22 -11 -9 -13 -8 -17 -10 -14 -1 -4 -6 28 27 -5 -26 -7 -2\nright_child=2 5 4 6 12 24 16 14 18 13 -12 15 19 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30\nleaf_value=-0.041388324514686881 -0.042435612911642044 -0.10181900518749548 0.020675384605100357 -0.084658741621722808 -0.11021709798978169 -0.01361495371128359 -0.046001234778153398 -0.0070933119846088091 0.029489497038093546 -0.052881971193118771 0.026315695301663944 -0.052446495300182402 -0.018051561865483633 -0.10318211455525614 -0.028897264511398901 0.044616762168126989 -0.10754485247726578 -0.030997460638587916 -0.053802679219150787 -0.05386815419256237 0.023332090323240282 -0.013566041047596528 -0.060294909652962539 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233 432 120 61 147 113 52 95 34\nis_linear=0\nshrinkage=1\n\n\nTree=1\nnum_leaves=31\nnum_cat=0\nsplit_feature=2 109 19 235 2 0 62 0 150 85 110 250 13 0 102 154 235 63 192 0 81 40 0 20 56 0 79 90 94 1\nsplit_gain=371.673 149.128 62.4099 52.3534 48.9027 36.2906 31.4002 24.9238 22.8795 21.476 16.7143 14.1803 12.3491 10.3502 10.1159 9.70896 9.85602 9.61216 7.52295 6.55763 12.7348 11.0641 5.3496 7.26294 4.86062 3.60084 2.04848 1.33702 1.14664 1.05099\nthreshold=144.00000000000003 0.09944332813557559 36.066408321902152 70.266857642924407 0.46500000000000002 1.0500000000000003 0.21623381634550434 1.0500000000000003 0.018916666666666641 1.0067616959064329 0.13278126522491326 0.0059670000000000009 1.3302056259715098 1.0500000000000003 0.32480707003892995 0.69398731416726911 70.266857642924407 0.047099194645262681 0.16729780814920431 1.0500000000000003 1.1721565041332485 -1.2578534406165707 1.3500000000000003 35.533141289437594 88.596682375428131 2.7500000000000004 1.0507333845928855 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95\nis_linear=0\nshrinkage=0.1\n\n\nTree=2\nnum_leaves=31\nnum_cat=0\nsplit_feature=2 109 19 235 2 62 150 0 85 110 0 13 154 235 148 192 102 2 0 96 180 0 79 164 90 94 1 0 69 0\nsplit_gain=378.51 151.487 63.5448 53.0811 49.9362 23.802 23.2369 23.1571 21.9668 15.3195 13.5566 10.5062 9.95269 10.0382 8.54233 6.92413 6.5004 4.83552 10.153 4.21344 3.50435 2.83571 1.73724 1.5129 1.37629 1.18131 0.987287 0.806171 0.449397 0.249815\nthreshold=144.00000000000003 0.09944332813557559 36.066408321902152 70.266857642924407 0.46500000000000002 0.21623381634550434 0.018916666666666641 1.0500000000000003 1.0067616959064329 0.12992651276031678 4.1000000000000005 1.3521115688629133 0.69398731416726911 70.266857642924407 0.18373530985048084 0.16729780814920431 0.32480707003892995 0.12200000000000001 1.0500000000000003 0.95721298892481455 11.731538918562199 2.7500000000000004 1.0507333845928855 18.558382279035371 0.7063692965469841 -0.31335771345663715 5.6700000000000008 1.3500000000000003 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93\nis_linear=0\nshrinkage=0.1\n\n\nTree=9\nnum_leaves=30\nnum_cat=0\nsplit_feature=2 57 110 34 235 2 185 11 176 99 236 0 236 13 150 0 0 51 2 252 120 59 241 188 0 185 236 75 1\nsplit_gain=434.097 152.074 85.2928 57.0387 36.9705 31.938 27.9861 23.1379 27.1277 17.763 14.92 13.7502 18.5213 12.4832 11.9281 8.58458 53.6135 8.06722 6.54068 6.20326 5.14655 5.06815 3.51852 2.8688 2.30708 1.60308 0.852075 0.541962 0.212169\nthreshold=11.100000000000001 15.457851597165032 1.0000000180025095e-35 315.15368765333187 70.266857642924407 0.12200000000000001 5.6607917611489045 3.648023504273505 5.4715979358617908 2.5264281782488425 54.554608939707464 1.3500000000000003 54.554608939707464 1.3521115688629133 0.027633477633477625 3.7500000000000004 2.7500000000000004 -0.0017347749417110747 321.00000000000006 2.6895500000000004e-08 1.0000000180025095e-35 55.425456120635367 74.789780701091274 7.3137934641428979 3.7500000000000004 15.228147990677753 1.0000000180025095e-35 1.0292755216598548 4.8900000000000015\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2\nleft_child=3 2 9 5 6 11 21 8 -4 10 -2 12 -1 23 15 16 -5 -11 -9 -15 -8 -3 -17 -7 27 -26 -13 -6 -16\nright_child=1 4 7 14 24 13 20 18 -10 17 -12 26 -14 19 28 22 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30\nleaf_value=0.073708937735719585 0.02614565784243186 0.048621413679059228 0.018842135489111175 -0.066572212477491954 0.001796197143120466 0.011313635012215566 -0.049753984549967961 0.015303872327543376 -0.0036011082940037779 0.070028075872209314 0.05895040729275039 -0.018795518053004723 -0.050557155404172431 -0.03670928875697254 0.0054880408189955428 -0.017670423520903273 0.082772969852997799 0.019777306384878051 0.038858109471825983 -0.014903007439798234 -0.0016018827107260717 -0.0047495558632775561 -0.097068952166693478 -0.011252370908777712 0.019097763712578212 -0.014556013911764169 -0.070835636805869615 0.028237555083328883 -0.0080819325749033524\nleaf_weight=11.000000000000002 505 26 1153 494 9.9999999999999982 129 463 199 998 326 203 11.999999999999998 18 272 10.000000000000002 10.999999999999998 17 46 371 286 24 32 142 85 12.999999999999998 27 194 83 20\nleaf_count=11 505 26 1153 494 10 129 463 199 998 326 203 12 18 272 10 11 17 46 371 286 24 32 142 85 13 27 194 83 20\ninternal_value=0 0.0150303 0.0228143 -0.0441655 -0.028306 -0.0285068 -0.0397067 0.0132871 0.00846066 0.0464756 0.0362416 -0.0601293 0.00339198 -0.0182349 -0.0661588 -0.0689067 -0.0601104 0.0644947 0.0310404 -0.0259917 -0.047461 0.0228072 -0.0927948 0.0022483 0.0179209 -0.00198648 -0.0688147 0.0258448 -0.00331743\ninternal_weight=0 4479 3801 1701 678 1007 545 2721 2151 1080 708 235 29 772 694 664 511 372 570 558 487 58 153 214 133 40 206 93 30\ninternal_count=6180 4479 3801 1701 678 1007 545 2721 2151 1080 708 235 29 772 694 664 511 372 570 558 487 58 153 214 133 40 206 93 30\nis_linear=0\nshrinkage=0.1\n\n\nTree=10\nnum_leaves=31\nnum_cat=0\nsplit_feature=2 109 19 235 2 85 62 150 177 235 154 235 110 236 228 2 192 31 96 180 63 2 51 241 98 94 40 98 90 133\nsplit_gain=440.78 167.378 74.8559 60.4554 58.8174 27.4449 27.4228 27.1585 12.9567 13.7141 12.9242 12.3443 11.9852 14.1351 11.8865 11.6175 8.63405 5.68207 5.31724 4.0925 3.35046 2.79508 2.26298 2.09918 2.03933 1.52669 0.846577 0.790335 0.757696 0.23134\nthreshold=144.00000000000003 0.09944332813557559 36.066408321902152 70.266857642924407 0.46500000000000002 1.0067616959064329 0.21623381634550434 0.018916666666666641 6.0364776707430172 70.266857642924407 0.69398731416726911 70.266857642924407 0.12992651276031678 50.765051413732223 0.010642798786181138 14.100000000000001 0.16729780814920431 -102.97214527546933 0.95721298892481455 11.731538918562199 0.05109218484326835 0.70150000000000012 -0.00038837270210926493 26.870071741751229 14.704323800441239 -0.31335771345663715 1.5927399408284064 14.70139178554806 0.63397053948076387 -0.38503519463340768\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 4 6 7 17 19 16 14 15 -10 24 -12 13 -8 -3 -6 18 28 -2 29 -14 -5 -18 -23 -7 -9 -19 -21 -1 -4\nright_child=2 3 5 21 8 10 12 25 9 -11 11 -13 20 -15 -16 -17 22 26 -20 27 -22 23 -24 -25 -26 -27 -28 -29 -30 -31\nleaf_value=-0.01935717979087585 0.0050799667368699418 -0.043111912165302815 0.01809972083271616 -0.023460412283169252 -0.002798526252823454 -0.0038064858133289533 0.02722205317902739 0.018589592015785153 -0.02068391364298261 0.018744574840940609 -0.034281172119003514 0.018538889756040716 0.019540306944302352 0.050388350737969427 -0.06665575942881817 0.016725433168937653 0.043478176776456441 -0.03960409289448294 0.074784408072332081 0.008663362367504859 -0.0042664152885666237 -0.0092082811291943518 0.0040478793861617188 0.020266338308678473 0.042263306587743167 -0.010979658750502672 -0.009805885997720129 0.024608654380170632 -0.079807845208597752 0.04229899886466882\nleaf_weight=9.9999999999999982 12.999999999999998 393 29 12.999999999999998 662 10.999999999999998 765 39 414 103 269 46 323 447 892 551 196 108 253 187 68 24 18 110 26 19 19 35 73 64\nleaf_count=10 13 393 29 13 662 11 765 39 414 103 269 46 323 447 892 551 196 108 253 187 68 24 18 110 26 19 19 35 73 64\ninternal_value=0 -0.0251291 0.0285214 -0.0502172 -0.00570171 -0.000642008 0.0378183 -0.0568404 0.000488802 -0.0126221 -0.0195711 -0.0262347 0.0311833 0.0361085 -0.0598437 0.00613439 0.0588877 -0.0544039 0.0716853 0.0204618 0.0153969 0.0100592 0.0404904 0.0147144 0.0306711 0.00871294 -0.0361873 0.0121296 -0.0753892 0.0372429\ninternal_weight=0 3430 2750 1490 1940 667 2083 1343 1730 517 352 315 1603 1212 1285 1213 480 210 266 315 391 147 214 134 37 58 127 222 83 93\ninternal_count=6180 3430 2750 1490 1940 667 2083 1343 1730 517 352 315 1603 1212 1285 1213 480 210 266 315 391 147 214 134 37 58 127 222 83 93\nis_linear=0\nshrinkage=0.1\n\n\nTree=11\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 109 19 235 2 99 13 85 110 60 154 145 235 59 58 63 31 235 180 236 0 153 17 90 0 1 241 40 98 90 248\nsplit_gain=447.874 168.856 75.7746 61.0192 59.9363 28.2065 28.0991 28.0625 15.6143 13.8256 13.2452 13.198 12.5453 11.8927 11.5231 8.52791 5.81393 5.80062 4.14682 4.13857 3.76096 3.08106 2.94246 2.11216 1.55923 1.28803 1.16887 0.848608 0.793626 0.688921 0.26448\nthreshold=144.00000000000003 0.09944332813557559 36.066408321902152 70.266857642924407 0.46500000000000002 2.4451549546914015 1.0781119320780939 1.0067616959064329 0.21199720349502477 2.7301526492858983 0.69398731416726911 0.61602564102564117 70.266857642924407 45.346732639541294 0.96546355221708724 0.05109218484326835 -102.97214527546933 59.142313010878112 11.731538918562199 50.765051413732223 1.3500000000000003 3.6326879606946654 -0.011571841146430084 0.7063692965469841 2.7500000000000004 4.9250000000000007 26.870071741751229 1.5927399408284064 14.70139178554806 0.63397053948076387 0.85860500000000017\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10\nleft_child=1 4 5 6 16 15 25 18 13 -8 23 17 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400 78 101 33 18 22 14.999999999999998 80 19 35 73 12.999999999999998\nleaf_count=10 569 34 80 12 673 257 1260 19 20 34 269 854 46 601 102 57 108 101 187 400 78 101 33 18 22 15 80 19 35 73 13\ninternal_value=0 -0.0252859 0.0287947 -0.0504845 -0.00577262 0.0381484 -0.0571385 -0.000548597 0.0508501 -0.0599447 -0.0196909 0.000476597 -0.0264387 0.0551424 -0.00734975 0.0270215 -0.0549358 0.0101137 0.0207898 0.0305063 0.0116441 0.00510558 0.0100741 0.0311595 -0.00742458 0.0145683 0.0202376 -0.0365225 0.0123902 -0.0761538 0.037691\ninternal_weight=0 3430 2750 1490 1940 2083 1343 667 956 1294 352 1730 315 858 956 1127 210 774 315 969 98 158 147 37 55 49 92 127 222 83 93\ninternal_count=6180 3430 2750 1490 1940 2083 1343 667 956 1294 352 1730 315 858 956 1127 210 774 315 969 98 158 147 37 55 49 92 127 222 83 93\nis_linear=0\nshrinkage=0.1\n\n\nTree=12\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 13 57 40 235 157 176 99 59 172 132 13 236 241 77 0 2 2 35 52 236 39 2 223 235 0 67 49 26 250 18\nsplit_gain=455.67 159.942 81.1333 60.8174 43.478 40.9767 26.0477 25.9403 21.2248 21.1569 20.0558 19.7024 14.0639 13.5664 11.5874 10.7486 9.17297 8.66257 6.45269 6.0637 4.46078 4.21127 3.20988 2.81523 2.61144 2.53922 2.04895 1.92175 1.5381 0.738657 0.148398\nthreshold=11.100000000000001 1.1755707406930991 15.457851597165032 -1.3810327091412751 70.266857642924407 1.0000000180025095e-35 5.4715979358617908 2.5140824381510272 50.708457093702648 6.6667583965658403 -0.54265226074997874 1.4417041215982549 54.554608939707464 71.909878672217673 1.1204946425557667 3.7500000000000004 0.59500000000000008 0.46500000000000002 -649.23197873896299 -0.0016072188297957747 50.765051413732223 0.14737533284023677 0.64850000000000019 0.085664335664335733 70.266857642924407 3.7500000000000004 0.019042909461100193 5.0641384680456181 4.8541376993860252 0.00029100000000000008 0.041444417043981212\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2\nleft_child=3 5 6 8 9 7 15 12 17 -4 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72 29 122 714 54 323 149 244 9.9999999999999982 40 32 35 40 12.999999999999998 9.9999999999999982\nleaf_count=76 753 620 24 47 93 68 134 324 16 495 887 155 279 15 127 180 72 29 122 714 54 323 149 244 10 40 32 35 40 13 10\ninternal_value=0 0.015573 -0.00146398 -0.0450758 -0.0314607 0.0364792 0.00938938 0.0449327 -0.0617866 -0.0443649 -0.00122251 -0.0233017 0.035564 -0.069417 0.0651341 0.0227807 -0.0341912 -0.0300317 0.0121155 -0.0720503 -0.0439645 0.0167397 0.000514846 -0.0224923 -0.0131704 0.0184756 0.00710141 0.000386036 -0.0511276 -0.0017211 -0.0183386\ninternal_weight=0 4479 2473 1701 652 2006 1821 1483 952 519 1021 749 1032 758 451 800 511 194 523 729 130 445 238 316 78 133 181 64 195 29 57\ninternal_count=6180 4479 2473 1701 652 2006 1821 1483 952 519 1021 749 1032 758 451 800 511 194 523 729 130 445 238 316 78 133 181 64 195 29 57\nis_linear=0\nshrinkage=0.1\n\n\nTree=13\nnum_leaves=31\nnum_cat=0\nsplit_feature=2 109 19 235 2 85 62 13 177 235 60 154 235 110 236 2 192 112 99 180 46 17 97 98 100 1 241 2 191 133\nsplit_gain=462.706 169.902 78.6237 62.5378 61.9743 29.7733 29.2997 29.0017 14.555 16.2927 14.1936 14.1624 13.2158 13.0775 14.6648 12.509 10.873 6.45933 6.27765 4.24047 3.77263 3.05759 2.70536 2.57287 1.4744 1.38498 1.2691 1.17544 0.901651 0.49562\nthreshold=144.00000000000003 0.09944332813557559 36.066408321902152 70.266857642924407 0.46500000000000002 1.0067616959064329 0.22479939533520196 1.0781119320780939 6.0364776707430172 70.266857642924407 2.7301526492858983 0.69398731416726911 70.266857642924407 0.12992651276031678 50.765051413732223 14.100000000000001 0.19188255617587832 1.0000000180025095e-35 2.4370171959579143 11.731538918562199 -16.270529113898508 -0.011571841146430084 11.906099909444512 14.704323800441239 13.644913570052397 4.9250000000000007 26.870071741751229 11.250000000000002 0.89620762738540327 -0.090354938271603666\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 4 6 7 18 19 16 25 15 -10 -9 23 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662 11 1167 1258 68 416 103 269 34 46 551 413 35 206 19 202 114 16 115 26 10 10 15 20 59 60\ninternal_value=0 -0.025654 0.0296101 -0.0509806 -0.00608654 -0.000363197 0.0391637 -0.0577442 0.0336541 0.000301112 -0.0137061 -0.0202843 -0.0606128 -0.0273381 0.00635737 0.0368099 0.0674761 0.0774455 -0.0563884 0.021837 0.00576763 0.0104674 0.0158648 0.032808 0.0321752 -0.0700772 0.0153463 0.0132816 -0.027892 0.0389873\ninternal_weight=0 3430 2750 1488 1942 667 2083 1341 1762 1732 519 352 1292 315 1213 1580 321 241 210 315 182 147 131 37 80 132 49 222 78 93\ninternal_count=6180 3430 2750 1488 1942 667 2083 1341 1762 1732 519 352 1292 315 1213 1580 321 241 210 315 182 147 131 37 80 132 49 222 78 93\nis_linear=0\nshrinkage=0.1\n\n\nTree=15\nnum_leaves=31\nnum_cat=0\nsplit_feature=2 109 19 2 235 13 85 13 64 173 23 151 103 154 235 44 11 85 63 31 180 252 2 90 241 1 191 96 90 21\nsplit_gain=471.066 169.815 79.1437 63.3082 62.6694 31.8646 30.9126 29.3658 16.9627 15.8372 15.6699 15.4443 14.8167 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110 15 20 93 73 15\ninternal_value=0 -0.0256827 0.0297803 -0.00613527 -0.050983 0.0393397 -0.000213343 -0.0577361 0.0610308 -0.0606102 0.000281521 0.0318923 0.0031738 -0.0203094 -0.0274269 0.0468636 0.0895323 0.0435637 0.0229689 -0.0566657 0.0221771 -0.0306268 0.0103751 0.0332287 0.0154847 0.0154756 0.0136067 -0.0368945 -0.0796979 0.0393282\ninternal_weight=0 3430 2750 1942 1488 2083 667 1341 514 1292 1732 1569 1592 352 315 361 153 663 906 210 315 140 147 37 134 49 222 127 83 93\ninternal_count=6180 3430 2750 1942 1488 2083 667 1341 514 1292 1732 1569 1592 352 315 361 153 663 906 210 315 140 147 37 134 49 222 127 83 93\nis_linear=0\nshrinkage=0.1\n\n\nTree=16\nnum_leaves=31\nnum_cat=0\nsplit_feature=2 13 95 34 235 105 2 5 99 62 71 236 13 17 77 220 0 236 249 167 73 111 0 188 224 247 0 83 236 95\nsplit_gain=477.043 173.266 89.7617 67.4182 67.2346 39.158 37.6683 36.5198 25.1691 20.4699 19.54 16.6555 14.8134 13.3087 12.3776 8.35158 8.29911 14.3955 7.43474 7.10005 5.73228 5.52486 4.74437 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0.00661266 0.0475191 0.0442896 0.0907038 0.0229568 -0.0425811 -0.0573542 0.0193533 0.00828209 0.0116 0.00629876 0.0108311 0.0430426 0.0165978 -0.0400722\ninternal_weight=0 3430 2750 1940 1490 2083 667 1343 293 514 1275 1569 1730 517 1213 361 663 153 906 186 210 374 107 293 68 147 81 131 147\ninternal_count=6180 3430 2750 1940 1490 2083 667 1343 293 514 1275 1569 1730 517 1213 361 663 153 906 186 210 374 107 293 68 147 81 131 147\nis_linear=0\nshrinkage=0.1\n\n\nTree=18\nnum_leaves=30\nnum_cat=0\nsplit_feature=2 13 95 34 235 105 2 5 99 62 71 236 13 17 51 220 249 167 100 111 0 188 169 0 89 224 247 248 95\nsplit_gain=481.937 176.808 88.7094 69.2865 67.7906 41.0985 38.3301 36.7932 26.5507 21.2691 20.2297 17.2733 15.7039 14.7798 12.6838 8.57641 7.55642 7.12123 6.50253 5.51156 4.78812 4.66604 4.49537 4.3008 10.8646 3.67271 3.61716 1.68128 0.635973\nthreshold=11.100000000000001 1.1354361637456907 0.63092028637118225 315.15368765333187 70.266857642924407 1.0000000180025095e-35 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111\nleaf_count=526 321 70 233 17 659 54 584 135 365 120 139 157 54 129 353 55 14 39 269 661 100 485 17 199 142 18 93 23 13 25 111\ninternal_value=0 -0.0295208 0.0252211 -0.0141509 -0.0234603 0.00813357 -0.00152826 0.0453135 -0.0637563 -0.0083236 0.0238413 0.0306508 0.0528692 0.0349875 0.0481428 0.0234438 0.068876 -0.0406714 0.0743624 -0.000668412 -0.0492513 0.0154195 -0.0801538 -0.0404262 0.0387056 -0.0534575 -0.0209907 0.00589399 -0.0683915 -0.0231081 -0.107416\ninternal_weight=0 2891 3289 2005 1664 1785 905 1504 886 874 911 341 193 1063 482 581 441 159 404 715 759 718 506 380 299 217 163 37 378 42 128\ninternal_count=6180 2891 3289 2005 1664 1785 905 1504 886 874 911 341 193 1063 482 581 441 159 404 715 759 718 506 380 299 217 163 37 378 42 128\nis_linear=0\nshrinkage=0.1\n\n\nTree=24\nnum_leaves=29\nnum_cat=0\nsplit_feature=2 2 95 21 13 34 235 190 2 58 151 112 110 235 14 64 60 228 29 72 249 228 0 241 47 56 0 223\nsplit_gain=455.648 155.715 87.4979 77.2191 50.8074 42.1769 34.5161 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45\ninternal_count=6180 3054 3126 2167 1791 1654 1472 887 869 1172 785 169 245 619 433 1039 570 469 376 532 396 355 616 624 360 487 37 337 45\nis_linear=0\nshrinkage=0.1\n\n\nTree=27\nnum_leaves=27\nnum_cat=0\nsplit_feature=2 2 99 21 99 169 235 228 13 54 13 2 176 235 14 188 99 26 179 236 191 224 247 235 82 99\nsplit_gain=401.812 132.18 77.9792 72.2024 48.2578 39.3983 39.0397 30.5844 30.4216 26.6886 25.3524 24.9776 19.4676 18.4644 17.1952 15.0142 12.7764 12.5306 11.2053 8.81409 8.58034 8.15792 5.67256 5.19055 3.04774 1.7897\nthreshold=144.00000000000003 2.0450000000000004 2.4098222084651724 -112.27740486488305 2.5858867973112534 5.8578040610963216 70.266857642924407 0.014647449524681661 0.80463955354343764 -0.48054669231681119 1.7281863359632681 0.43650000000000005 5.8147500848596385 59.142313010878112 168.43412596480678 0.96439432016429716 2.438418475826341 -5.0077902596593455 10.789518967623556 44.80746791527568 0.62041001771007875 0.056848244348244349 0.029107500000000005 48.597025441250928 1.0563156662181419 2.4370171959579143\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2\nleft_child=1 5 6 14 8 11 7 -3 9 -5 13 22 -10 -4 19 18 25 -12 -6 -2 -13 -8 -1 -21 -16 -7\nright_child=3 2 10 4 15 16 21 -9 12 -11 17 20 -14 -15 24 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27\nleaf_value=-0.058757885112171872 -0.080768137758019345 -0.0099217650088148472 0.010802556914746988 -0.033910646445609614 0.090842187903765553 -0.069304021215301145 0.045160801443736402 -0.055937128489426419 0.02462347354058882 0.059417122573179881 -0.077824702495909073 -0.00037332469986829599 -0.014953079444145912 0.052044016522727311 -0.0086556585424532161 -0.018321544560483717 0.0066102182891877234 -0.0055441855546619657 0.038088467762130929 -0.050376783649259418 -0.031353490876300155 -0.0063533762972084037 -0.03356612862734093 -0.0016374299810032239 0.049596178375728731 -0.10558712730789677\nleaf_weight=392 50 213 620 27 181 162 54 474 1798 370 14.999999999999998 167 127 124 10.000000000000002 13.999999999999998 13.999999999999998 669 79 32 183 55 183 47 14.999999999999998 105\nleaf_count=392 50 213 620 27 181 162 54 474 1798 370 15 167 127 124 10 14 14 669 79 32 183 55 183 47 15 105\ninternal_value=0 -0.0229244 -0.00838828 0.0282997 0.03227 -0.0494411 -0.0332615 -0.0420174 0.0273561 0.0523927 0.00561154 -0.0387339 0.0219487 0.0182752 -0.036515 0.0714824 -0.0821449 -0.00822784 0.0768175 -0.0507572 -0.0169925 0.0208178 -0.0514512 -0.024822 0.0304798 -0.0868694\ninternal_weight=0 3430 2224 2750 2596 1206 796 687 2322 397 1428 925 1925 744 154 274 281 684 260 129 350 109 575 79 25 267\ninternal_count=6180 3430 2224 2750 2596 1206 796 687 2322 397 1428 925 1925 744 154 274 281 684 260 129 350 109 575 79 25 267\nis_linear=0\nshrinkage=0.1\n\n\nTree=28\nnum_leaves=27\nnum_cat=0\nsplit_feature=110 1 13 235 62 136 145 101 99 177 86 31 54 21 249 153 146 132 28 241 181 2 92 77 81 236\nsplit_gain=378.585 123.844 89.4215 72.3191 83.4555 39.145 38.6019 32.7441 31.424 28.3759 22.48 20.1008 20.4128 19.0368 23.3221 17.9848 13.9072 12.7352 10.9911 9.78552 8.43551 7.179 5.59541 4.16477 3.25934 2.76997\nthreshold=0.20153907284016151 4.955000000000001 1.1307699840103769 70.266857642924407 0.39483291484112359 2.3594206664147146 0.61602564102564117 1.5716203328017939 2.6257740275338812 6.0986032293433601 0.60332421545272485 61.527343750000007 -0.59783037475345158 -74.357062372274015 1124.5000000000002 4.202374415578654 2.2500000000000004 -0.064067539052657371 -5.0804405312460519 26.870071741751229 5.8768766715725871 680.00000000000011 0.94459622961914491 0.57841727833782886 1.0893973080158637 12.208168994811833\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 3 8 4 5 -2 9 23 11 17 20 12 -1 14 -8 -6 19 -4 -15 -5 -9 -11 -13 -3 -12 -25\nright_child=1 7 6 16 15 -7 13 10 -10 21 24 22 -14 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27\nleaf_value=-0.039416214563501591 0.010413512055570069 -0.10236381553836948 0.04906328552899545 -0.028788720244888669 -0.037412054446076239 -0.034433484842375899 -0.012464727604440522 -0.040068778414966331 0.10737116805831876 -0.0044919631848670668 -0.026572900461585627 0.020658914091062849 0.043544716160329143 0.039678461902905991 -0.093693965722572284 -0.081718074650464351 -0.045891489452380911 0.009995603689234106 -0.003713357249396624 0.03563685359506049 -0.069138490152977281 0.073095289781142436 -0.024921939990562594 -0.025955889119034105 0.0044291879253824055 -0.073457609899750087\nleaf_weight=23 747 145 87 18 683 252 128 312 64 11.999999999999998 42 37 1281 55 41 109 15.999999999999998 671 563 342 215 110 54 37 91 45\nleaf_count=23 747 145 87 18 683 252 128 312 64 12 42 37 1281 55 41 109 16 671 563 342 215 110 54 37 91 45\ninternal_value=0 -0.0250535 0.0243713 -0.0120554 -0.0204273 -0.00112839 0.00846248 -0.0563202 0.0423669 0.0227402 -0.0438698 0.0386416 0.0417926 -0.00758743 -0.0363046 -0.0444526 0.0273184 0.0150601 0.000718704 0.0317246 -0.052995 0.0657016 -0.00617857 -0.0891413 -0.00653457 -0.0571749\ninternal_weight=0 3054 3126 2167 1791 999 1667 887 1459 880 660 1395 1304 787 169 792 376 758 618 360 527 122 91 227 133 82\ninternal_count=6180 3054 3126 2167 1791 999 1667 887 1459 880 660 1395 1304 787 169 792 376 758 618 360 527 122 91 227 133 82\nis_linear=0\nshrinkage=0.1\n\n\nTree=29\nnum_leaves=30\nnum_cat=0\nsplit_feature=2 2 99 44 54 79 101 63 235 56 228 56 86 223 102 54 235 80 178 235 1 187 165 224 187 77 73 248 89\nsplit_gain=353.647 115.245 69.863 66.8278 41.0966 39.6502 36.049 34.9467 33.5453 31.292 28.0943 27.3543 27.165 24.4246 21.1036 20.9873 18.1416 13.2818 13.2483 13.1577 12.2715 12.2368 8.68734 8.1163 5.21692 3.74351 3.49239 2.19354 0.51024\nthreshold=154.00000000000003 2.0450000000000004 2.4098222084651724 4.471963871689657 0.35526646759068353 1.8131087662337664 1.5716203328017939 0.044712976917540399 70.266857642924407 82.53184322067905 0.015624999999999997 35.60564752978383 0.53365457389820403 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3454 2248 2726 642 2084 1206 1985 797 369 688 215 956 1451 273 1768 811 595 640 230 250 217 154 109 361 227 99 23 43\nis_linear=0\nshrinkage=0.1\n\n\nTree=30\nnum_leaves=31\nnum_cat=0\nsplit_feature=110 1 13 58 235 0 86 145 101 99 177 23 89 86 2 87 88 82 148 95 180 76 103 244 235 2 38 186 75 236\nsplit_gain=331.539 103.804 80.092 62.883 56.0383 36.5519 47.0963 34.2901 33.2989 32.1296 27.589 23.0001 22.5282 22.269 18.9471 18.5366 18.264 17.0098 18.1393 14.5888 13.319 12.6778 11.6555 9.11375 9.02239 7.18815 6.39912 4.2082 3.14947 3.57769\nthreshold=0.20153907284016151 4.7550000000000008 1.1307699840103769 -8.2635913155497516 70.266857642924407 3.7500000000000004 0.54169178886117941 0.61602564102564117 1.5716203328017939 2.537181831198875 6.0986032293433601 -1.0450547866205295 1.1894668497846321 0.54623573873475439 10.250000000000002 1.2662246199295684 0.59558073529237199 0.77160664443608762 0.29738848825845471 0.65346264479451166 5.6302454023764161 1.164480535602477 0.22144626938054152 55.352755484902865 70.266857642924407 680.00000000000011 -71.002425261581365 0.37265810461517562 1.3030780791014795 12.208168994811833\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 3 9 4 11 21 -7 10 28 17 19 -2 16 23 -6 22 -11 18 -1 -4 -19 -5 -9 -10 -17 -12 -15 -14 -3 -30\nright_child=1 8 7 5 14 6 -8 15 13 12 25 -13 27 26 -16 24 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31\nleaf_value=0.030453026217400422 0.0064528151147318193 -0.093965863399457131 -0.021835715024503693 0.0098808431158958418 -0.047437439159400789 -0.084922396625925281 0.0062060792701556892 0.035991659344536901 0.020978061724674816 0.10922560526536072 -0.0056613679877862283 -0.045406562130733248 -0.024735347755392864 0.013769538985060096 0.029561927111560277 -0.063561152818735589 0.054727729760401571 0.046553944119630347 -0.014178476920207839 0.018997615271188026 0.011677990512722647 0.040052246892391667 -0.0058984633135742183 -0.051149804231562693 0.012366006907374764 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227 70\nis_linear=0\nshrinkage=0.1\n\n\nTree=31\nnum_leaves=31\nnum_cat=0\nsplit_feature=2 185 71 235 2 62 2 14 40 44 144 63 180 154 235 173 224 102 102 14 90 145 80 241 10 22 84 248 0 236\nsplit_gain=304.32 98.5252 64.5814 47.6362 43.6577 42.8415 37.086 31.6927 28.8225 24.845 24.4785 23.0259 21.3245 21.2477 24.4605 19.2803 18.1005 17.8514 12.6177 8.35379 6.31422 5.89832 5.7103 5.37955 6.46185 5.08997 2.97738 2.87283 2.58861 0.749131\nthreshold=161.50000000000003 10.898743084658074 0.18001988980590297 70.266857642924407 0.64850000000000019 0.31669317893680921 680.00000000000011 161.48884267535129 0.74241265432098891 14.241973238366777 0.28169026755672316 -0.059029541696824832 19.934341519102933 0.58938202921476113 70.266857642924407 11.43463605982131 0.0498397435897436 0.47321460570557156 0.38921428737780756 169.78784207132318 0.66212871030281439 0.68301282051282064 1.2494897959183677 26.870071741751229 308.00000000000006 7.7406371718714171 0.8592180707608873 0.96524500000000002 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64\nis_linear=0\nshrinkage=0.1\n\n\nTree=32\nnum_leaves=27\nnum_cat=0\nsplit_feature=110 92 235 223 79 40 235 2 96 91 184 178 39 98 52 225 2 40 49 177 73 110 253 83 67 9\nsplit_gain=278.577 85.4061 71.4416 67.2942 50.9019 44.7077 41.714 31.9801 27.8518 27.3463 24.3091 23.7011 23.3706 21.8402 21.0922 24.9867 14.5396 13.4937 15.8844 13.9482 13.2902 11.0846 9.12594 7.48018 4.48445 3.51256\nthreshold=0.20153907284016151 1.0143193890283844 70.266857642924407 0.11908831908831914 1.3771551724137934 -0.79560223742603609 59.142313010878112 763500.00000000012 0.97284412981415702 1.0108749768291914 5.3013366624845206 24.02479356722387 0.083292306704938465 15.594518027278921 0.010010217879002296 0.034199233716475097 0.048850000000000005 -0.29663640864629731 0.036583618198670738 6.7595231454827482 -0.024987598708831753 0.4258968729138492 66.762136848736858 1.1278359290722764 -0.11836952404638516 1.5000000000000002\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2\nleft_child=3 2 5 4 6 9 7 -1 -8 -2 13 21 -7 -6 15 20 -3 19 -19 -18 -5 -4 25 -12 -17 -16\nright_child=1 16 11 14 10 12 8 -9 -10 -11 23 -13 -14 -15 22 24 17 18 -20 -21 -22 -23 -24 -25 -26 -27\nleaf_value=0.012248169971541656 -0.030872832025643056 -0.060370163144278392 0.046477632350907024 0.07846420184213293 0.10134779635555945 -0.026902336135798361 0.0048489972018047646 0.07851531323612157 0.069774051776198373 -0.060275832073948689 0.042525984150246221 -0.068400282200214643 0.010694518225103061 0.008394640306242639 -0.03217905620434082 0.0020802991175453952 0.014123389359432695 0.017180478894933515 -0.028452174092567301 0.069837376197689288 -0.014716337413077908 0.006801604980220928 -0.091388359984932388 -0.011349943680468592 -0.014982117444705473 0.01937720677156686\nleaf_weight=1545 639 15.999999999999998 116 48 158 604 90 67 256 710 210 21 220 32 35 332 116 278 94 71 17 169 26 25 274 10.999999999999998\nleaf_count=1545 639 16 116 48 158 604 90 67 256 710 210 21 220 32 35 332 116 278 94 71 17 169 26 25 274 11\ninternal_value=0 -0.0211111 -0.0291443 0.021286 0.02945 -0.0354986 0.022427 0.0154695 0.0534966 -0.0466778 0.0605459 0.0156749 -0.0168565 0.086895 -0.00494156 0.000895923 0.0134286 0.0165647 0.00520668 0.0377481 0.0553811 0.0239785 -0.0528185 0.0365652 -0.00575237 -0.0185917\ninternal_weight=0 3054 2479 3126 2383 2173 1958 1612 346 1349 425 306 824 190 743 671 575 559 372 187 65 285 72 235 606 46\ninternal_count=6180 3054 2479 3126 2383 2173 1958 1612 346 1349 425 306 824 190 743 671 575 559 372 187 65 285 72 235 606 46\nis_linear=0\nshrinkage=0.1\n\n\nTree=33\nnum_leaves=31\nnum_cat=0\nsplit_feature=2 44 40 63 167 235 54 56 62 96 175 1 155 77 191 236 234 0 223 15 191 49 147 46 38 189 74 25 248 155\nsplit_gain=249.694 95.514 76.0292 50.3271 46.4509 39.3983 50.504 46.4183 31.5807 28.3165 27.1646 25.8326 24.5175 17.8459 16.88 15.7192 14.7933 14.7299 14.5522 13.173 10.0109 11.9572 9.86007 9.42051 9.33926 7.23633 3.67251 3.27007 4.3031 1.80403\nthreshold=60.150000000000006 4.471963871689657 -0.93652794292924857 0.03689395959183682 10.796978908497943 70.266857642924407 0.29446905489983582 82.53184322067905 0.20128211330961496 0.95711877763867637 11.058824507212721 3.2050000000000005 0.78476780609211472 1.1204946425557667 0.79541321015159638 54.554608939707464 12.208168994811833 2.7500000000000004 0.10286935286935292 151.03432791101471 0.65940854070678301 0.036583618198670738 0.47235061849775567 -4.0734654168554876 -253.55591391266583 4.231600410997733 -0.11117362095997926 -1.4591836734693884 0.56722500000000009 0.90388915574438344\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2\nleft_child=2 3 4 8 11 6 7 -3 13 -10 -8 22 26 -2 25 -14 -16 -13 24 27 21 -21 -1 -22 -6 -7 -5 28 -4 -29\nright_child=1 5 19 12 18 14 10 -9 9 -11 -12 17 15 -15 16 -17 -18 -19 -20 20 23 -23 -24 -25 -26 -27 -28 29 -30 -31\nleaf_value=-0.013368746839017212 0.085567127257930642 0.043048395499294345 -0.0067273400861196826 -0.091485371568693574 0.01765821364265013 0.075679719751806748 -0.051423316837939263 -0.024446147454557671 -0.033401062433652061 0.034129984717499104 0.029766640823510104 -0.024486677235567342 -0.00089508017699031826 0.023081898283812533 0.07438995232106009 0.046359192860102212 -0.015010779189773064 -0.053454400063319953 -0.099622425577517076 0.019176244729771214 -0.037581926182950975 -0.010888719836930211 0.032041815511981202 -0.0051469464863768072 -0.056260182609091519 0.0071556133900602783 -0.012772083582687443 -0.024624831058882139 -0.071473656076340944 0.0075980131260108335\nleaf_weight=96 184 185 17 20 13.999999999999998 68 349 204 57 1563 40 575 386 72 12.999999999999998 76 85 270 115 344 94 203 78 681 217 22 11.999999999999998 95 29 15.999999999999998\nleaf_count=96 184 185 17 20 14 68 349 204 57 1563 40 575 386 72 13 76 85 270 115 344 94 203 78 681 217 22 12 95 29 16\ninternal_value=0 0.0188749 -0.0213884 0.0296421 -0.0383196 -0.00757452 -0.017525 0.00792722 0.0370845 0.0315636 -0.0425379 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70.266857642924407 0.020830124999999013 11.71143337722588 1.5716203328017939 -2.7382060185185186 1.9998349064600636 1.0000000180025095e-35 -1.0000000180025095e-35 12.276564482228819 -21.221259095560114 0.75120950965756539 21.150357948628422 0.093350483447980387 1.7006186355715125 -18.308918363910625 0.97241728747248002 0.010329500000000002 1.3030780791014795 -3.0337954339767026 -210.79460723281298 5.9074407587192255 50.765051413732223\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2\nleft_child=2 4 3 9 5 6 -2 12 22 -1 -9 24 -5 -11 16 -7 -10 18 -6 -16 21 -13 -3 -19 -4 -26 -24\nright_child=1 8 11 7 17 15 -8 10 14 13 -12 20 -14 -15 19 -17 -18 23 -20 -21 -22 -23 26 -25 25 -27 -28\nleaf_value=0.089755156526148641 -0.032691600318093504 -0.082884504903463274 0.013382848789751734 0.0020308042330869388 0.018887207552337911 0.04012109023497476 0.0032279616463040959 -0.017121487936598543 0.017184240945314948 0.0012575369759216266 0.044776781885643518 0.0033272582037229626 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227 57 154 144 70\ninternal_count=6180 3054 3126 2868 2085 1660 1374 1768 969 1100 843 258 925 1080 742 286 251 425 368 491 104 82 227 57 154 144 70\nis_linear=0\nshrinkage=0.1\n\n\nTree=35\nnum_leaves=31\nnum_cat=0\nsplit_feature=2 44 40 63 105 71 235 2 54 149 184 167 176 84 13 235 49 147 82 191 235 87 193 103 241 27 0 67 47 0\nsplit_gain=198.525 75.5741 56.8213 45.6061 39.2364 34.013 27.9861 27.5033 31.6227 27.4697 26.9807 24.5938 24.0884 22.5345 19.0851 17.3951 15.9271 14.5586 14.4326 14.3981 11.2083 11.0628 10.6526 9.8207 13.902 7.84262 4.61615 3.59285 2.18893 2.52711\nthreshold=60.150000000000006 4.471963871689657 -0.93652794292924857 0.05109218484326835 1.0000000180025095e-35 0.41724622568799041 70.266857642924407 348500.00000000006 -0.2346403315831796 0.041504329004328912 5.0929884356890964 4.8797903695338638 1.0000000180025095e-35 1.4416657817616847 1.453720496046077 21.150357948628422 10.448873816562184 0.45920032635384356 0.95276458185143797 0.80492700156320363 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71\nis_linear=0\nshrinkage=0.1\n\n\nTree=40\nnum_leaves=26\nnum_cat=0\nsplit_feature=110 99 176 0 154 205 246 40 24 97 37 24 63 54 55 250 52 162 11 12 67 167 47 193 77\nsplit_gain=91.7489 46.1914 40.0631 30.473 41.1459 33.5508 30.3998 27.369 27.0694 26.8542 29.6481 23.4468 22.0908 21.3754 20.8263 18.0509 16.8758 16.5593 14.7022 12.3508 8.88227 7.77739 7.73409 6.88001 6.25716\nthreshold=0.25120271631911739 2.6257740275338812 5.4715979358617908 3.7500000000000004 0.74179946864488544 1.0000000180025095e-35 0.15560000000000004 0.85436346765432147 -0.022299702955007956 11.71143337722588 486.97046729550448 -1.6943919870847834 0.0013957742977022652 0.016401183677014354 -0.0012081147524957649 0.00091345 -0.00077494519744816489 4.9497349883119766 3.5007716049382722 2.6693341394085959 -0.052211097097769658 5.7217199140661839 4.107032749382479 15.500000000000002 1.108848113072177\ndecision_type=2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2\nleft_child=1 7 3 5 17 12 11 9 16 14 -11 19 -2 -6 -1 21 -8 -5 -17 -4 -13 -9 -10 -7 -3\nright_child=2 24 6 4 13 23 8 15 22 10 -12 20 -14 -15 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 -26\nleaf_value=-0.0018985025096816873 0.014213937248592183 0.10138659026435322 -0.0061461379279647808 0.0080739538353685313 -0.030511596321346614 0.0091187275040113605 0.049544715381951841 0.030183203962941042 -0.085133491641499928 0.020108508743808384 0.09638482928443351 0.017109552772833578 -0.013019906294658049 -0.11175238871515158 0.024531984781929941 -0.088850518944292467 -0.0094578640741929225 -0.044497605169834399 -0.013767062074286414 -0.069493485476659539 -0.029188964065363351 -0.018353282428545607 -0.022990144266179298 0.093013426867117763 0.0097710574810509435\nleaf_weight=1271 656 55 37 261 88 14.999999999999998 43 52 48 1313 44 52 529 54 379 45 566 67 58 263 125 61 46 41 10.999999999999998\nleaf_count=1271 656 55 37 261 88 15 43 52 48 1313 44 52 529 54 379 45 566 67 58 263 125 61 46 41 11\ninternal_value=0 0.0122643 -0.0121157 -0.00230108 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111 78 46 11 94 178 247 247\nsplit_gain=47.786 38.0743 41.8958 38.6517 34.839 29.2855 26.1335 22.6375 22.1796 20.9216 19.9469 17.639 17.0264 16.0929 14.5281 14.3201 14.1008 13.412 11.2903 8.48612 7.44631 6.16111 4.7364 4.54052 3.29905 1.03411 0.0924684\nthreshold=348500.00000000006 59.142313010878112 1.0000000180025095e-35 1.2729377104377109 0.88888888888888895 -353.10710618267711 -12.602953212843321 14.702721029339292 0.37581168831168843 0.072604536091231769 0.035604056437389765 1311.4196000000004 3.2500000000000004 2.7737607276706986 2.7500000000000004 21.56634640531632 0.27237307391902976 -1.1717687074829928 -194.91791129607961 0.22316431635279593 1.0022094061933446 -1.6107011226580237 4.3230109739369 -0.36902754540044241 5.7560092392014832 0.010329500000000002 0.047140000000000008\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 8 10\nleft_child=1 2 4 8 7 -6 13 -1 12 11 23 -4 -3 25 18 -12 -10 22 21 -20 -11 -8 -16 -5 -19 -2 -15\nright_child=6 3 9 10 5 -7 14 -9 16 20 15 -13 -14 26 17 -17 -18 24 19 -21 -22 -23 -24 -25 -26 -27 -28\nleaf_value=0.019840526985643141 0.027076203077757217 0.026636746603748287 0.075558378376399116 -0.048787613573093247 0.00077788102384767222 -0.025057586038405168 0.00024456201155841409 -0.0047276743635158861 -0.050576240800710152 0.021293304674213021 0.069418138133535909 -0.00074071730943692585 -0.01815626162660949 0.015543083309580034 0.091739198845097417 0.020934878187565824 0.0062736517419383232 0.028483426043586276 2.6445021647643376e-05 0.047666250651215276 -0.0080604425058376835 -0.062213034346732247 0.0075242582419150859 0.0075398787849453534 -0.022162653973219107 0.093113198465477512 0.0041929694731620759\nleaf_weight=463 12.999999999999998 285 97 13.999999999999998 620 1486 28 1801 100 188 183 42 111 9.9999999999999982 37 106 69 11.999999999999998 127 43 146 26 9.9999999999999982 30 21 83 29\nleaf_count=463 13 285 97 14 620 1486 28 1801 100 188 183 42 111 10 37 106 69 12 127 43 146 26 10 30 21 83 29\ninternal_value=0 -0.00167248 -0.00518616 0.0171256 -0.00825875 -0.017484 0.0322005 0.000361808 0.00103159 0.0227844 0.0436059 0.0540015 0.0139432 0.0672874 0.0149725 0.0529303 -0.0283116 0.0489091 0.00128016 0.0140552 0.00860071 -0.0348496 0.0782847 -0.0160983 -0.00140481 0.0875687 0.00968138\ninternal_weight=0 5741 4843 898 4370 2106 439 2264 565 473 333 139 396 135 304 289 169 80 224 170 334 54 47 44 33 96 39\ninternal_count=6180 5741 4843 898 4370 2106 439 2264 565 473 333 139 396 135 304 289 169 80 224 170 334 54 47 44 33 96 39\nis_linear=0\nshrinkage=0.1\n\n\nTree=45\nnum_leaves=27\nnum_cat=0\nsplit_feature=167 3 1 232 247 71 13 223 186 226 80 66 85 0 252 0 98 248 84 75 130 244 187 2 76 19\nsplit_gain=41.5746 39.278 26.1008 24.9959 24.5448 23.5627 23.8808 18.7977 18.7562 17.0219 15.2834 14.6567 13.7839 13.0789 12.0115 27.1532 11.7717 10.8683 10.4213 7.7041 7.53771 5.25512 4.99585 4.42937 2.35233 0.767938\nthreshold=4.7916460717338083 1.0000000180025095e-35 4.1050000000000013 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40\ninternal_count=6180 3263 2917 3064 2533 2204 2043 1967 2382 161 199 108 151 149 531 262 53 109 713 50 696 269 76 636 60 40\nis_linear=0\nshrinkage=0.1\n\n\nTree=46\nnum_leaves=28\nnum_cat=0\nsplit_feature=2 235 163 59 90 249 80 10 150 19 43 21 93 248 136 0 250 23 84 44 89 11 54 178 247 248 86\nsplit_gain=34.4066 28.6828 32.4758 31.0631 28.1344 27.7926 22.1479 20.2943 19.8904 19.6244 18.1363 16.4534 14.4963 12.5863 11.9779 11.8682 11.6215 10.8518 8.98513 10.1787 9.25039 3.33213 3.29658 2.42314 0.615551 0.11894 0.0146621\nthreshold=348500.00000000006 59.142313010878112 63.700989713539009 48.435846235820499 0.42751641602357543 1253.0946000000001 1.2963475941315281 64.500000000000014 0.095146604938271442 -12.602953212843321 0.03884113546815491 2.660544842363024 0.99006560186322268 0.7779950000000001 2.7737607276706986 2.7500000000000004 0.074585000000000012 -1.1717687074829928 1.7398060692818718 15.310263605941573 1.0565490123134988 4.3230109739369 -0.008419067215363488 5.7560092392014832 0.011636500000000003 0.46288000000000001 1.2021034202415493\ndecision_type=2 2 2 2 2 10 2 2 2 2 2 2 2 8 2 2 8 2 2 2 2 2 2 2 8 10 2\nleft_child=1 3 6 8 7 -6 12 -5 10 14 -1 -8 -3 -10 24 18 -4 21 20 -20 -11 -17 -18 -19 -2 -16 -26\nright_child=9 2 16 4 5 -7 11 -9 13 15 -12 -13 -14 -15 25 17 22 23 19 -21 -22 -23 -24 -25 26 -27 -28\nleaf_value=0.00963680081961895 0.025092781714312812 0.03227830809246255 0.019398503461130669 0.099371899948456438 -0.0068939437584670986 -0.03013342414701782 0.050648896516808664 0.012330174168878395 0.07517475169110481 0.043282354914445487 -0.026630625662691945 -0.019383444659306304 -0.0026812889594217716 -0.010435675417337698 -0.00047653741729791548 0.081093466817962631 -0.035470630973850031 0.023932377403899426 -0.079259898103520812 0.014148600080296539 -0.0040750949851177829 0.008136577898109074 -0.10186166811073581 -0.019485748904060012 0.084302948457793056 0.010919679612204962 0.02403545904739076\nleaf_weight=1137 13.999999999999998 163 15.999999999999998 23 2663 631 260 164 58 47 147 33 373 20 10.999999999999998 37 39 11.999999999999998 17 15.999999999999998 144 9.9999999999999982 13.999999999999998 21 72 28 9.9999999999999982\nleaf_count=1137 14 163 16 23 2663 631 260 164 58 47 147 33 373 20 11 37 39 12 17 16 144 10 14 21 72 28 10\ninternal_value=0 -0.00120441 0.0151107 -0.0042545 -0.00925761 -0.0114234 0.0207377 0.0275367 0.00850672 0.0275382 0.00531098 0.0423819 0.00834655 0.054532 0.057936 0.0126241 -0.0465618 0.0432953 0.000287931 -0.0412129 0.00915189 0.0697215 -0.0663927 -0.00180339 0.0754319 0.00826409 0.0803647\ninternal_weight=0 5741 898 4843 3481 3294 829 187 1362 439 1284 293 536 78 135 304 69 80 224 33 191 47 53 33 96 39 82\ninternal_count=6180 5741 898 4843 3481 3294 829 187 1362 439 1284 293 536 78 135 304 69 80 224 33 191 47 53 33 96 39 82\nis_linear=0\nshrinkage=0.1\n\n\nTree=47\nnum_leaves=27\nnum_cat=0\nsplit_feature=79 249 19 103 96 0 143 86 100 251 226 93 78 67 154 83 90 17 97 56 73 246 58 236 72 78\nsplit_gain=30.7737 27.2786 46.7418 31.6319 28.33 30.0365 38.1864 26.4454 26.1191 17.366 13.4915 13.2314 13.1146 9.62651 9.14904 8.83097 8.79395 7.929 7.65388 6.71662 4.45645 5.79397 3.31961 3.21679 1.23183 0.44135\nthreshold=1.5872884355492636 1253.0946000000001 22.869598765432098 0.24130374425034626 0.95721298892481455 1.0500000000000003 1.4083333333333334 0.56216174505637551 13.651772485203045 0.0048965000000000007 0.033871527777777778 1.0767576913993901 0.94833210811987723 0.21958588141404065 0.68289321499511491 1.193655430535278 0.60621751465138685 -0.00049814413974537495 11.901689134766441 31.771903447858509 -0.34302171416652572 0.025740000000000002 -30.760590878719011 54.554608939707464 0.073330974216908498 2.1580415971157465\ndecision_type=2 10 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2\nleft_child=1 4 9 11 12 6 -6 -7 13 15 -11 -4 17 19 -5 -3 -14 -1 20 -2 21 -10 -15 -22 -24 -21\nright_child=8 2 3 14 5 7 -8 -9 18 10 -12 -13 16 22 -16 -17 -18 -19 -20 25 23 -23 24 -25 -26 -27\nleaf_value=0.043224907355285065 0.00017260172159076604 0.071724579583215875 -0.039671723344168214 -0.014004593858773041 0.026851786776436383 -0.010278284669740931 -0.044782161626934588 0.0067584432907770789 0.001508795518774305 -0.011655196081840648 0.034681134706690424 0.015815552950052259 0.0020778285973234389 -0.011639273483969446 -0.091141102792934012 -0.016122164824830032 -0.066773240469958167 -0.018022777340157056 -0.040525951215324214 0.091596531383734692 0.0072249675587559032 0.052379090755590968 0.043346828922369997 -0.032048778543950406 0.007413893768497333 0.024374686605816862\nleaf_weight=15.999999999999998 9.9999999999999982 36 88 22 792 1532 73 2217 41 494 62 69 22 14.999999999999998 121 10.999999999999998 91 107 21 69 151 41 37 13.999999999999998 18 9.9999999999999982\nleaf_count=16 10 36 88 22 792 1532 73 2217 41 494 62 69 22 15 121 11 91 107 21 69 151 41 37 14 18 10\ninternal_value=0 -0.00105582 -0.016914 -0.0484711 0.00192546 0.00368083 0.0203637 -0.000212307 0.0264691 -0.000679302 -0.00596674 -0.0157988 -0.0311481 0.0572839 -0.0809649 0.0519432 -0.0542895 -0.00740464 0.00678427 0.0780512 0.012227 0.0298726 0.0244239 0.00225171 0.0345368 0.0867822\ninternal_weight=0 5753 903 300 4850 4614 865 3749 427 603 556 157 236 159 143 47 113 123 268 89 247 82 70 165 55 79\ninternal_count=6180 5753 903 300 4850 4614 865 3749 427 603 556 157 236 159 143 47 113 123 268 89 247 82 70 165 55 79\nis_linear=0\nshrinkage=0.1\n\n\nTree=48\nnum_leaves=27\nnum_cat=0\nsplit_feature=167 3 144 149 25 238 84 16 52 53 236 135 72 249 253 145 94 225 155 154 251 0 247 34 99 57\nsplit_gain=27.535 30.7493 21.762 22.7739 21.603 21.9678 21.13 24.6488 22.7353 20.6105 19.9971 15.0574 14.4187 12.8854 12.3739 10.2467 8.71036 8.53722 7.40207 6.80649 5.80904 4.80065 3.42421 2.02882 0.824487 0.760313\nthreshold=4.7916460717338083 1.0000000180025095e-35 0.36859590837559014 0.05212856534695607 -3.2525992438563325 51.965606105669593 1.8981104642361091 -0.032126335335285965 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1865 2248 199 95 108 349 148 51 45 165 89 132 53 76 55 39\nis_linear=0\nshrinkage=0.1\n\n\nTree=49\nnum_leaves=27\nnum_cat=0\nsplit_feature=57 236 238 97 235 86 185 66 191 47 1 91 90 90 25 65 154 30 22 241 46 21 34 38 15 89\nsplit_gain=24.3626 66.9392 29.7829 27.1645 27.7699 27.1008 25.342 25.3129 24.343 22.953 20.7709 18.0199 17.696 21.9649 16.1638 15.0315 14.7742 13.4556 12.5919 11.9563 11.2211 10.2705 8.6656 7.98569 7.45169 2.42464\nthreshold=18.510280701200255 19.61427087226987 38.217948399965721 11.71143337722588 48.597025441250928 0.92086233936831341 17.904387413916186 -0.1248550395080771 1.0898716347842261 -18.524330148656599 7.1950000000000012 1.1151971556349427 0.46152997089347186 0.71889959887887789 1.0223148082762521 0.0077958853036658058 0.79530199875203744 -0.92327313539434552 6.0061728395061715 65.190107271512645 5.4632311965702867 -3.1634353741496573 -207.4841724687499 17.623428640014694 150.89425177720952 0.95275884266026201\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=3 6 7 10 5 11 8 24 18 19 12 -5 20 -14 16 -16 -6 -9 -2 -4 -1 -11 -12 -7 -3 -8\nright_child=1 2 9 4 14 23 25 17 -10 21 22 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27\nleaf_value=0.042271990562497745 -0.052234373506739817 -0.015419592589865678 -0.013363972591607532 -0.055591125213271635 0.017020838545562446 0.06204325262952988 -0.056530824576820619 0.057835740046479761 0.057360884429004104 0.0068641841435663018 0.0032487675445701707 0.0070654104937156598 -0.013473358234260494 0.0042201601655920034 0.060604111317832603 0.014681986757664498 -0.0063193925620862084 -0.033114132284465511 0.0081827057443701109 0.061894250283016018 -0.013924659728972714 -0.042877666701602091 -0.096404707016397112 -0.017934319298560746 -0.12188542353240708 -0.11565764146438823\nleaf_weight=131 163 11.999999999999998 22 131 1276 36 53 17 20 417 10.999999999999998 65 1230 1608 137 155 338 31 40 105 42 36 23 11.999999999999998 26 43\nleaf_count=131 163 12 22 131 1276 36 53 17 20 417 11 65 1230 1608 137 155 338 31 40 105 42 36 23 12 26 43\ninternal_value=0 -0.01354 0.00462368 0.00353821 0.0121167 -0.0190906 -0.0504495 -0.0471169 -0.029642 0.0129641 -0.00253866 -0.0354779 -0.00153674 -0.00346866 0.0161905 0.037521 0.0121242 0.00351527 -0.0405043 0.0488335 0.0286135 0.00207048 -0.070753 0.042404 -0.0984814 -0.0914273\ninternal_weight=0 985 666 5195 2150 244 319 86 223 580 3045 196 3011 2838 1906 292 1614 48 203 127 173 453 34 48 38 96\ninternal_count=6180 985 666 5195 2150 244 319 86 223 580 3045 196 3011 2838 1906 292 1614 48 203 127 173 453 34 48 38 96\nis_linear=0\nshrinkage=0.1\n\n\nTree=50\nnum_leaves=24\nnum_cat=0\nsplit_feature=26 253 234 71 71 56 238 31 248 19 165 80 94 238 167 64 151 140 39 75 121 56 93\nsplit_gain=22.3258 19.8946 20.9928 19.7805 18.7911 18.6907 17.6181 30.8062 18.106 20.9325 17.78 16.534 16.1879 12.6352 9.35388 8.97851 8.73933 8.87263 6.48983 6.27353 3.74124 1.64063 1.34927\nthreshold=-1.3989432679063352 21.798990998541601 12.208168994811833 -0.06596035543403965 0.49147279521135906 133.77289320278032 38.217948399965721 166.32047646856026 0.47318000000000005 11.507446735747765 27.326197533223183 1.2724415747671565 -0.51725543467730328 46.00802260721305 5.7597061452653096 0.088310364056202739 0.59788481577678609 8.6315931979787823 8.9164786665207904e-16 0.90520870294866129 1.0000000180025095e-35 29.934618183641977 1.255652996760499\ndecision_type=2 8 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=5 16 11 13 -5 6 7 10 9 -8 -1 18 -10 -4 -13 -7 17 22 -3 21 -19 -18 -2\nright_child=1 2 3 4 -6 15 8 -9 12 -11 -12 14 -14 -15 -16 -17 19 20 -20 -21 -22 -23 -24\nleaf_value=-0.064397151441911341 0.094716028260398863 0.022809826518470674 0.079306097088110331 -0.0016962618754448482 0.042906687046426778 -0.10105874984222206 0.01647244686727049 0.084003971035103403 0.034183557708363725 -0.051196105299178035 0.022704450729898226 0.091845828126989992 -0.0029764708123214702 0.016395959515712721 -0.006687645997023566 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45\nis_linear=0\nshrinkage=0.1\n\n\nTree=51\nnum_leaves=17\nnum_cat=0\nsplit_feature=0 1 234 57 236 22 39 27 50 73 180 249 72 60 24 68\nsplit_gain=20.3384 19.918 20.2311 22.3081 47.036 18.5665 16.0971 12.1359 11.6007 9.04532 5.50834 4.6177 3.81604 3.49827 2.76464 0.237708\nthreshold=4.2500000000000009 5.7150000000000007 12.208168994811833 18.510280701200255 19.61427087226987 5.2638683127572028 8.9164786665207904e-16 4.7641152263374495 0.048366326249658566 -0.12226381882867733 5.1715810637540836 1253.0946000000001 -0.20243828382069903 1.0329877703325867 1.6686801446416852 -0.0072085253304464388\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2\nleft_child=1 2 6 5 -5 -4 8 10 -1 13 14 -12 -8 -2 -3 -11\nright_child=9 7 3 4 -6 -7 12 -9 -10 15 11 -13 -14 -15 -16 -17\nleaf_value=0.066219843955537205 0.021950791356338942 -0.040928868521992429 0.00059105873859667296 -0.04576501550742626 0.0042859663890228699 0.014765960759449579 0.014131562513568627 -0.083057935588506993 0.0027068669818940522 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13.641 9.62294 10.6034 10.1935 11.315 7.94771 6.97778 6.39284 6.25653 2.34879 1.48818\nthreshold=0.92060877828929211 0.56722500000000009 5.6302454023764161 0.0049800000000000009 0.75821995464852621 -0.79165918131194335 0.8038617619300209 1.0000000180025095e-35 0.003376481885186335 185.02133939665495 162.89793197130183 -0.076300625488110771 2.5709196461713648 0.03423650000000001 1253.0946000000001 1.1824545489494256 15.018238808762153 -0.02449220657627477 0.91742184401823235 6.6377865767060316 0.65856527523139374 0.27738143563229906 1065.5000000000002 -0.030481373326951156\ndecision_type=2 8 2 10 2 2 2 2 2 2 2 2 2 10 8 2 2 2 2 2 2 2 8 2\nleft_child=9 2 11 5 -5 -4 12 8 -8 14 -9 23 13 -3 16 19 17 -1 -13 -16 -14 -18 -11 -2\nright_child=1 6 3 4 -6 -7 7 10 -10 22 -12 18 20 -15 15 -17 21 -19 -20 -21 -22 -23 -24 -25\nleaf_value=0.063343097588507674 0.01307662893993224 0.010493251952076562 0.041146653404906169 -0.032843281444975163 -0.095555226723072706 -0.070640919989801626 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681 369 312 272 296 348 25 40 37 35\ninternal_count=6180 5462 659 328 262 66 4803 4706 4645 718 61 331 97 72 681 369 312 272 296 348 25 40 37 35\nis_linear=0\nshrinkage=0.1\n\n\nTree=53\nnum_leaves=22\nnum_cat=0\nsplit_feature=68 249 241 61 176 236 2 167 28 63 30 44 253 144 60 61 31 247 250 253 81\nsplit_gain=19.0512 17.6352 18.5654 17.5421 15.6807 19.1049 15.0572 13.9814 10.7224 8.62805 5.41816 4.8148 4.43362 2.8262 1.77426 1.27563 1.16889 1.00828 0.870347 0.650694 0.576041\nthreshold=0.23247977589448468 37.058750000000011 39.602454348709514 -0.0015813001145073247 1.0000000180025095e-35 33.573858415404658 0.0035050000000000003 6.1950634554389294 -1.780243649597256 0.015422745947727372 0.39516138487331948 -6.22622372011043 14.292524169384352 0.3210533390877382 4.9574655627713771 -0.0057720973913042888 -6.3402777777777795 0.010329500000000002 0.05889500000000001 15.768044682159102 1.0208418175972565\ndecision_type=2 8 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 8 8 10 2\nleft_child=1 7 3 13 6 -6 -4 9 11 -1 -9 18 -11 -3 17 19 -5 -13 -2 -10 -21\nright_child=8 2 4 16 5 -7 -8 10 15 12 -12 14 -14 -15 -16 -17 -18 -19 -20 20 -22\nleaf_value=0.10462779472599959 -0.0089584680099291172 -0.12147447932224378 -0.056597903464865443 0.020484700118539374 -0.016963643005433723 0.001015663435447146 0.0043866389555374044 -0.052050316089482546 -0.0059692752079605407 0.04465506298549269 0.019802131513956978 0.019008986643797937 -0.015808662943958565 -0.023742997974047261 0.010699974796584542 -0.022405071718964723 -0.011097713490796475 0.075561929656927859 0.020072498952167381 0.024601091766887979 -0.0023054408360907532\nleaf_weight=23 10.000000000000002 16.000000000000004 31 11.000000000000002 1035 1358 3468 10.000000000000002 18 22 13.999999999999998 11.999999999999998 12.999999999999998 9.9999999999999982 9.9999999999999982 11.999999999999998 17 53 14.999999999999998 12 10\nleaf_count=23 10 16 31 11 1035 1358 3468 10 18 22 14 12 13 10 10 12 17 53 15 12 10\ninternal_value=0 -0.000488853 -0.00115917 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24\nis_linear=0\nshrinkage=0.1\n\n\nTree=55\nnum_leaves=24\nnum_cat=0\nsplit_feature=79 100 12 60 249 165 144 67 96 36 172 184 52 250 236 236 79 102 68 20 247 63 57\nsplit_gain=15.4577 17.6002 16.7895 21.0933 16.0817 31.4624 18.2903 8.07446 7.32668 7.46899 6.89426 6.37416 4.33615 3.24185 4.816 3.79541 2.80131 2.65981 2.61138 2.59931 2.32506 1.58912 0.637028\nthreshold=1.5872884355492636 13.651772485203045 1.4278985037849921 -11.063495708230283 1253.0946000000001 6.9857045911839082 0.36859590837559014 -1.0000000180025095e-35 0.97241728747248002 307.48504563835064 5.7432605419544878 5.3013366624845206 -0.0012697128593126049 2.8505000000000002e-05 50.765051413732223 50.765051413732223 1.099917491749175 0.55808840408035254 -1.0000000180025095e-35 -35.108234942689492 0.0094728500000000014 -1.0000000180025095e-35 -9.8120847389964485\ndecision_type=2 2 2 2 10 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 10 2 2\nleft_child=2 7 10 19 6 -6 -5 17 13 -10 21 22 20 14 -3 -15 -13 -2 -14 -4 -9 -1 -12\nright_child=1 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32.425646487200005 0.024391500000000003 0.064111351611351633 5.4846938775510221 0.26044646880983319 69.713030329679484 0.00013569000000000002 0.022470000000000004 1.1658843852837844\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 10 10 2\nleft_child=1 11 4 6 5 15 9 -8 -7 -4 14 17 22 -12 -6 -2 -3 -1 19 -13 -14 -19 -5\nright_child=2 16 3 12 10 8 7 -9 -10 -11 13 18 20 -15 -16 -17 -18 21 -20 -21 -22 -23 -24\nleaf_value=0.081487940342361231 0.017935856411490335 0.094002356725420941 0.042920414670520934 0.074064058972824878 -0.026675720871988502 0.00066178426092896897 -0.0033427635351756368 -0.076100258657030101 -0.05170934776795455 -0.017008406549784926 0.042788834277795729 -0.050272705472693684 -0.038585078161689192 -0.029425582500370848 0.041881876089422773 -0.070297885885297687 -0.0024842346486388632 -0.010676369393010072 -0.052870785861005992 0.0079412122961293949 0.032892772815225804 0.034196692978696923 0.0076979181064846542\nleaf_weight=21 9.9999999999999982 36 26 30 15.999999999999998 4643 43 79 45 445 19 12.999999999999998 19.000000000000004 55 201 40 10.999999999999998 22 11.999999999999998 352 10.999999999999998 21 9.9999999999999982\nleaf_count=21 10 36 26 30 16 4643 43 79 45 445 19 13 19 55 201 40 11 22 12 352 11 21 10\ninternal_value=0 0.0162085 -0.00103554 -0.0155356 0.000903118 -0.000615187 -0.0217973 -0.0526522 5.00783e-05 -0.0128767 0.024823 0.00842543 0.0336038 -0.00799746 0.0358745 -0.052603 0.0749463 0.0438457 0.00143486 0.00458252 -0.0107055 0.0135557 0.0623304\ninternal_weight=0 488 5692 663 5029 4738 593 122 4688 471 291 441 70 74 217 50 47 64 377 365 30 43 40\ninternal_count=6180 488 5692 663 5029 4738 593 122 4688 471 291 441 70 74 217 50 47 64 377 365 30 43 40\nis_linear=0\nshrinkage=0.1\n\n\nTree=57\nnum_leaves=22\nnum_cat=0\nsplit_feature=79 12 60 248 165 100 246 67 172 96 250 89 2 72 12 246 33 236 69 102 63\nsplit_gain=12.6205 13.5768 14.6359 12.9823 24.8384 12.8388 12.1498 6.31669 5.58424 5.53704 6.58547 5.27407 3.28737 2.86518 2.78369 2.60886 3.44577 3.30095 2.22597 1.76885 1.32264\nthreshold=1.5872884355492636 1.4278985037849921 -11.063495708230283 0.56722500000000009 6.9857045911839082 13.651772485203045 0.15560000000000004 0.044245447182612245 5.7432605419544878 0.97241728747248002 0.0049800000000000009 1.0952641203507387 2740.0000000000005 0.15288623425611864 3.7785029435299502 0.056448000000000005 -608.97288232653079 50.765051413732223 0.065566196747150543 0.55808840408035254 1.503427012513233e-17\ndecision_type=2 2 2 8 2 2 10 2 2 2 10 2 2 2 2 10 2 2 2 2 2\nleft_child=1 8 14 4 -4 7 -5 19 20 15 -11 18 -9 -14 -3 17 -17 -7 -10 -2 -1\nright_child=5 2 3 6 -6 9 -8 12 11 10 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22\nleaf_value=-0.014209980076112322 0.096666429119916103 0.074416014829438729 0.0039386176606229567 -0.00027592810667765162 -0.034077423215614959 0.0088383184986232915 0.01910104751251648 -0.012178931575470956 -0.034600153895652803 0.02176260557936327 -0.056692505151725504 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22\nis_linear=0\nshrinkage=0.1\n\n\nTree=58\nnum_leaves=15\nnum_cat=0\nsplit_feature=243 71 234 167 234 20 47 238 65 45 39 0 192 111\nsplit_gain=12.4407 11.9464 14.0562 17.909 14.9285 24.6358 12.9826 10.7643 10.8183 11.6209 10.0616 6.88994 1.6638 1.30642\nthreshold=30.898135100226654 -0.058761546049681576 12.208168994811833 11.405880379689604 59.875678543069718 -13.522435897435898 0.81578019064961826 46.00802260721305 -0.089121985059281081 -3.9444765793583301 -0.15876833333333562 1.3500000000000003 0.16545191667213427 0.14225181215661312\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 7 3 10 5 -4 -6 12 11 -10 -3 -9 13 -2\nright_child=1 2 4 -5 6 -7 -8 8 9 -11 -12 -13 -14 -15\nleaf_value=0.075400040751860686 0.089589842615188472 0.062295940559761322 0.0079838800204555579 -0.061932489455102803 -0.0054837922448310117 -0.14202471267608027 0.0045681798842219755 -0.0064807377138687214 -0.045645960131024323 0.0094663282689652021 0.0085622638804509366 0.075804135318222859 0.011926120761356851 0.022896998887286499\nleaf_weight=11.999999999999998 13.000000000000002 72 22 10.999999999999998 3393 9.9999999999999982 2055 11.999999999999998 32 429 67 27 10.999999999999998 13.999999999999998\nleaf_count=12 13 72 22 11 3393 10 2055 12 32 429 67 27 11 14\ninternal_value=0 6.72099e-05 -0.0013025 0.0279186 -0.00215174 -0.0615479 -0.00169074 0.014163 0.00960934 0.00475284 0.0387085 0.0543301 0.0595946 0.0705431\ninternal_weight=0 6168 5630 150 5480 32 5448 538 500 461 139 39 38 27\ninternal_count=6180 6168 5630 150 5480 32 5448 538 500 461 139 39 38 27\nis_linear=0\nshrinkage=0.1\n\n\nTree=59\nnum_leaves=16\nnum_cat=0\nsplit_feature=1 234 180 40 71 180 1 39 15 27 80 105 72 23 11\nsplit_gain=11.5244 12.3699 12.5656 16.1781 14.103 15.6504 13.7247 11.3075 9.88637 8.52776 5.5868 3.7449 3.10232 0.602882 0.587825\nthreshold=7.5200000000000005 12.208168994811833 17.141669561724875 2.564354657142633 0.59116367076177812 12.903610637345304 3.1650000000000005 8.9164786665207904e-16 162.9291613321852 1.9911242603550294 1.5151062753036439 1.0000000180025095e-35 -0.20243828382069903 -5.0525443786982249 2.5428030303030309\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 7 4 6 5 -3 -4 8 11 13 -10 -1 -9 -2 -14\nright_child=9 2 3 -5 -6 -7 -8 12 10 -11 -12 -13 14 -15 -16\nleaf_value=-0.00042503019824919827 -0.016163167367553202 -0.00060373348756712552 0.04818633832037536 -0.049157578660150414 0.080453183515673418 -0.02856659269826713 0.0088129377474835263 0.012218658629513782 0.087974735660308098 -0.096662926183342157 0.0098902594367405085 0.038438401326929883 -0.0093995331133070112 0.0078657604631507672 -0.050593780170120284\nleaf_weight=60 14.999999999999998 5320 121 26 10.999999999999998 198 292 12.999999999999998 35 10.999999999999998 14.999999999999998 32 11.000000000000002 10.000000000000002 9.9999999999999982\nleaf_count=60 15 5320 121 26 11 198 292 13 35 11 15 32 11 10 10\ninternal_value=0 0.000746921 -4.44947e-05 0.0160451 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0.015624999999999997 3.5725000000000005e-06 10.481638481581557\ndecision_type=2 2 2 2 8 2 2 8 2 2 2 2 2 2 8 2 2 2 2 2 10 2\nleft_child=1 16 20 7 12 6 -6 8 13 11 -11 -9 21 -2 17 -16 -1 -4 -10 -7 -3 -5\nright_child=3 2 14 4 5 19 -8 9 18 10 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23\nleaf_value=-0.094022051407336132 -0.039918472666035515 0.01557364025873704 -0.0223781621029879 0.090722580747347709 0.07581247886576177 0.065250772242114868 0.0027011562139964518 0.0017788272275442063 0.025608125543364044 0.058378246312072501 -0.015298007304254971 0.032132381372132535 -0.016879461263338197 -0.006394972384865593 0.012110641034610795 -0.056225524235498106 -0.0045916216175616647 0.019260547932917847 -0.028793676449983197 0.0090210830048958902 0.061140417683403794 0.022719420586385299\nleaf_weight=28 237 17 48 29 19 42 1123 2881 98 56 953 275 12.999999999999998 140 24 66 10.999999999999998 71 9.9999999999999982 12.999999999999998 14.999999999999998 10.999999999999998\nleaf_count=28 237 17 48 29 19 42 1123 2881 98 56 953 275 13 140 24 66 11 71 10 13 15 11\ninternal_value=0 -0.018343 -0.00657454 0.00123157 0.00990997 0.0073401 0.00456508 -0.0011176 -0.0174329 0.000819473 -0.0106762 0.00451684 0.0575724 -0.0279564 -0.0164347 -0.0386138 -0.0748829 0.00203233 0.0185577 0.0553927 0.0464047 0.0803058\ninternal_weight=0 280 241 5900 1250 1197 1142 4650 485 4165 1009 3156 53 377 209 90 39 119 108 55 32 40\ninternal_count=6180 280 241 5900 1250 1197 1142 4650 485 4165 1009 3156 53 377 209 90 39 119 108 55 32 40\nis_linear=0\nshrinkage=0.1\n\n\nTree=61\nnum_leaves=24\nnum_cat=0\nsplit_feature=90 102 2 2 58 173 52 57 207 87 150 70 235 67 251 150 35 42 23 163 251 246 247\nsplit_gain=10.6049 15.6303 12.4488 14.8465 19.9982 13.9871 14.412 13.7315 9.64534 9.12052 9.07771 9.56105 9.27891 8.63967 7.28372 6.97385 5.90049 6.10882 4.60788 4.52991 2.86505 1.40309 0.253528\nthreshold=0.46152997089347186 0.38921428737780756 610000.00000000012 136000.00000000003 -9.5820231359641195 15.009562182603963 0.0093834093768763865 19.064186504049641 1.0000000180025095e-35 0.94979188719858754 0.083901727357609548 0.35648130806040262 48.597025441250928 0.2330003283137233 0.022470000000000004 0.064111351611351633 1.0000000180025095e-35 1.3201885629251713 5.4846938775510221 6.0711935876477465 0.022470000000000004 0.11985000000000001 0.16955500000000004\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 10 10 10\nleft_child=1 9 3 5 7 6 -2 -5 -7 18 11 12 -4 14 -12 22 17 -11 -1 -6 -20 -13 -3\nright_child=2 15 10 4 19 8 -8 -9 -10 16 13 21 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 -24\nleaf_value=0.071188984828817373 -0.0009431647769041168 0.025497173923338987 -0.015255194881669541 0.063227610777210744 -0.018152764491396339 0.07146625451292668 -0.027104840399915883 -0.031826037817074465 -0.0052983918017796335 0.0014052056807625601 0.037957374445134445 0.016042452607934462 0.065716125252396451 -0.04772539431166245 0.00075109555759463498 -0.0041996511212069269 0.042665421728473554 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69 1 154\nsplit_gain=10.717 9.81002 16.0209 22.045 20.9288 16.0071 15.6314 13.0808 14.3791 12.646 12.6138 9.90948 5.49033 4.46392\nthreshold=30.898135100226654 -2.0581698926860947 -0.0031547445681294095 0.3893263342082241 -2.2783027580427828 298.02088341885258 66.762136848736858 5.386141975308643 0.78227489606953904 9.4486914000811986 0.00013569000000000002 -0.09618950806353764 3.5350000000000006 0.68909039851143672\ndecision_type=2 2 2 2 2 2 8 2 2 2 10 2 2 2\nleft_child=-1 2 11 4 -4 7 -7 9 -9 -3 -8 -2 -13 -5\nright_child=1 5 3 13 -6 6 10 8 -10 -11 -12 12 -14 -15\nleaf_value=0.069978495918191108 -0.025146726502996999 0.002591095268530521 -0.065000561698558459 -0.12296879344119416 -0.0045689047221920314 0.050105242296186361 -0.06558081515621135 -0.0084699101517828976 -0.091240615314112525 0.023439588322571491 0.013112961998278242 0.08815743941198953 0.0061933373182702089 -0.019589390715812071\nleaf_weight=11.999999999999998 9.9999999999999982 4195 50 10.000000000000002 1341 10.999999999999998 74 85 19 303 23 23 12.999999999999998 10.999999999999998\nleaf_count=12 10 4195 50 10 1341 11 74 85 19 303 23 23 13 11\ninternal_value=0 5.87581e-05 -0.00708084 -0.00910223 -0.0071896 0.00227917 -0.0341004 0.00320501 -0.0302686 0.0040444 -0.0474398 0.0455126 0.06634 -0.0926049\ninternal_weight=0 6168 1458 1412 1391 4710 108 4602 104 4498 97 46 36 21\ninternal_count=6180 6168 1458 1412 1391 4710 108 4602 104 4498 97 46 36 21\nis_linear=0\nshrinkage=0.1\n\n\nTree=63\nnum_leaves=18\nnum_cat=0\nsplit_feature=251 246 52 144 97 84 53 46 250 147 226 189 34 94 83 225 181\nsplit_gain=9.52839 11.0114 19.8161 13.9987 20.9064 17.5802 14.7172 15.4206 15.3588 14.3584 13.0773 13.2143 8.04593 9.95053 6.57168 4.06625 2.38006\nthreshold=0.0011571500000000002 0.08399050000000001 -0.00054937327683022489 0.36859590837559014 11.702572556985361 1.3508005811853967 -0.17585968379446637 -6.6486024767650909 0.042019000000000008 0.4704789404181825 0.030830208333333334 1.8630213057445202 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0.00275472 0.00480051 0.0508637 0.0490889\ninternal_weight=0 6153 664 5489 924 149 4565 185 4380 775 469 347 195 155 122 27 40\ninternal_count=6180 6153 664 5489 924 149 4565 185 4380 775 469 347 195 155 122 27 40\nis_linear=0\nshrinkage=0.1\n\n\nTree=64\nnum_leaves=20\nnum_cat=0\nsplit_feature=143 180 1 82 0 27 60 172 72 250 187 244 90 231 41 21 251 185 15\nsplit_gain=8.95414 12.2538 13.0372 12.5911 12.1305 19.1633 14.1187 12.2726 11.7528 10.3684 14.3293 11.5434 8.62177 6.64701 5.96832 2.59707 2.48784 1.83177 0.508973\nthreshold=1.6989281777525826 22.475597439754143 7.5200000000000005 1.7327941260519815 1.0500000000000003 -1.0000000180025095e-35 0.27585327869792847 24.558560073104555 -0.40698564593301423 0.0027111000000000006 2.8335550516502899 55.352755484902865 0.56684540366888136 0.0053872053872053806 -0.76892892561983162 1.5865293055818352 1.2455000000000003 5.3423116654069043 153.75481789371872\ndecision_type=2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 8 2 2\nleft_child=1 2 3 8 6 12 15 -7 -1 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-0.0645533 0.0486691 0.0844405 -0.0659408 -0.00996372 0.0263613\ninternal_weight=0 6037 5775 5755 262 200 62 64 5712 143 126 101 136 82 43 42 20 20 25\ninternal_count=6180 6037 5775 5755 262 200 62 64 5712 143 126 101 136 82 43 42 20 20 25\nis_linear=0\nshrinkage=0.1\n\n\nTree=65\nnum_leaves=16\nnum_cat=0\nsplit_feature=243 79 12 248 16 22 100 67 225 12 97 70 73 248 102\nsplit_gain=9.01142 8.775 11.5135 10.8258 20.0898 11.4893 8.73648 6.4476 4.68374 4.80095 4.51496 3.1141 2.12822 1.71374 1.38428\nthreshold=30.898135100226654 1.5872884355492636 1.4278985037849921 0.56722500000000009 0.13522339298074479 4.5321895578305833 13.651772485203045 -1.0000000180025095e-35 0.039621016365202412 1.1234567901234571 11.901689134766441 -1.0000000180025095e-35 -0.34302171416652572 0.82402000000000009 0.55808840408035254\ndecision_type=2 2 2 8 2 2 2 2 2 2 2 2 2 8 2\nleft_child=-1 2 8 4 -4 -5 7 14 9 -2 12 -9 -8 -10 -3\nright_child=1 6 3 5 -6 -7 10 11 13 -11 -12 -13 -14 -15 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132 40 82 153 132 64 247 97 250 89 26 76\nsplit_gain=8.68496 8.95883 19.4365 12.2231 9.91554 14.5267 14.3926 17.0516 13.633 9.04755 6.92783 5.66383 3.91683 2.74321 2.14075 1.23809\nthreshold=14.292524169384352 39.602454348709514 15.147859819853869 -18.58655855138792 -0.55591820987654272 -5.8754506858710593 0.70919625246548323 4.9051778926050842 -0.36656872008062463 -1.0000000180025095e-35 0.024391500000000003 11.697932793704158 7.8900000000000007e-05 1.0541408682744773 -5.9162884406757135 1.0225679651472586\ndecision_type=8 2 2 2 2 2 2 2 2 2 8 2 8 2 2 2\nleft_child=12 2 3 11 6 10 9 -8 -7 -3 -6 -2 15 -5 -4 -1\nright_child=1 4 14 13 5 8 7 -9 -10 -11 -12 -13 -14 -15 -16 -17\nleaf_value=0.011977616938888252 -0.0046606948857982602 -0.075565995811434014 -0.021542027629061395 -0.058073316094705466 0.013993784622723056 -0.017277704470134835 0.020517118726041693 -0.028890184669839981 0.00091646510740875939 0.0055781892022615954 -0.065732117900664674 0.073987332817089288 -0.0045693156259334023 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52\nis_linear=0\nshrinkage=0.1\n\n\nTree=69\nnum_leaves=21\nnum_cat=0\nsplit_feature=155 40 63 84 0 111 241 247 178 236 0 0 236 83 69 253 28 188 95 236\nsplit_gain=8.70389 16.7771 14.7439 12.3971 35.4342 10.6088 13.0174 11.8614 10.428 12.1308 10.44 9.97431 9.18765 7.53034 6.38363 6.34432 4.08242 3.13941 1.23862 3.29441\nthreshold=0.68136803531235357 -6.8077214914636226 -0.067282403464111476 2.0246293750001381 2.7500000000000004 0.17959870584301493 74.789780701091274 0.024391500000000003 34.87131620365232 44.80746791527568 1.0500000000000003 1.0500000000000003 54.554608939707464 0.50044572918891983 0.3924959633510865 416.99735563370655 -1.0000000180025095e-35 0.87183641975308657 0.9929363522896969 54.554608939707464\ndecision_type=2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 8 2 2 2 2\nleft_child=2 11 13 8 12 14 16 -8 10 -10 -3 -2 -5 -1 15 -4 -7 -6 19 -15\nright_child=1 3 5 4 17 6 7 -9 9 -11 -12 -13 -14 18 -16 -17 -18 -19 -20 -21\nleaf_value=-0.013527349643200815 0.0061752887806851686 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224 5420 33 5387 27 131 59 257 246 26 36 49 39\ninternal_count=6180 5614 566 5587 167 507 250 224 5420 33 5387 27 131 59 257 246 26 36 49 39\nis_linear=0\nshrinkage=0.1\n\n\nTree=70\nnum_leaves=22\nnum_cat=0\nsplit_feature=90 24 160 17 150 238 173 236 59 188 2 92 177 186 0 148 250 0 177 0 77\nsplit_gain=8.15612 12.2968 11.8309 10.9151 29.2069 16.1008 11.1793 38.8037 38.5757 37.1419 12.1352 10.9052 8.03111 5.81593 4.29421 4.54181 3.36861 2.96136 2.29724 1.96296 1.76116\nthreshold=0.46152997089347186 0.072604536091231769 1.0000000180025095e-35 0.2949009622591573 0.022187343358396002 46.00802260721305 5.4664821640667745 44.80746791527568 49.819592887995739 1.5293749387615125 0.010550000000000002 1.3327490579271293 11.722383603936231 8.2377260692089465 1.3500000000000003 0.29229652235001663 0.05889500000000001 2.7500000000000004 6.000209900144962 1.3500000000000003 0.40762391641737311\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2\nleft_child=1 2 14 6 5 -5 10 8 -8 -9 19 -12 13 18 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0.0041815 0.016594 0.0231229 0.0240667 0.0766712 -0.00214697 -0.0368438 0.0330918\ninternal_weight=0 488 174 5692 132 113 5560 990 411 579 4570 4494 314 304 137 121 87 37 257 76 47\ninternal_count=6180 488 174 5692 132 113 5560 990 411 579 4570 4494 314 304 137 121 87 37 257 76 47\nis_linear=0\nshrinkage=0.1\n\n\nTree=71\nnum_leaves=16\nnum_cat=0\nsplit_feature=148 247 251 189 226 0 66 70 235 71 80 246 0 235 94\nsplit_gain=7.90624 14.212 9.90374 8.47771 14.0449 24.4575 16.4656 11.4804 21.3598 14.5134 2.90586 2.17484 4.29108 0.606158 0.380965\nthreshold=0.32832742445174978 0.03423650000000001 0.0011571500000000002 4.630704038046324 0.030384490061909419 1.3500000000000003 0.031083933288809946 0.44233872756996545 12.526264682419171 0.4239123997200237 1.4797271088611796 0.11397500000000001 3.7500000000000004 70.266857642924407 -0.39029655407985081\ndecision_type=2 10 8 2 2 2 2 2 2 2 2 8 2 2 2\nleft_child=2 11 14 7 6 -6 -5 9 -9 -4 -3 -2 13 -13 -1\nright_child=1 10 3 4 5 -7 -8 8 -10 -11 -12 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26\nis_linear=0\nshrinkage=0.1\n\n\nTree=72\nnum_leaves=17\nnum_cat=0\nsplit_feature=243 89 249 241 43 236 132 188 68 236 26 67 0 47 94 172\nsplit_gain=7.95834 8.35427 12.6105 10.7501 21.5198 10.4207 21.212 21.2106 18.3724 10.3753 9.6778 9.12315 8.06594 6.97366 2.59864 0.344371\nthreshold=30.898135100226654 0.58653081431016763 21.200400000000005 39.602454348709514 -0.11538461936831022 54.554608939707464 0.25129629629629674 1.6279829682644664 -0.092344626822988066 33.573858415404658 0.065369897959183756 -0.31023712194781611 2.7500000000000004 0.81578019064961826 -0.38600631038504846 6.5758191852127474\ndecision_type=2 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 5 13 4 -4 6 8 11 -2 -5 -9 -7 -8 15 -15 -3\nright_child=1 2 3 9 -6 7 12 10 -10 -11 -12 -13 -14 14 -16 -17\nleaf_value=0.060064245862232635 -0.026318661387492212 0.021530089526126443 -0.10898712857860056 -0.0066800680544060855 0.0057658627722238284 -0.030832826432658791 0.075090760608243101 -0.11452289044327124 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1.40257\nthreshold=0.57279562542720452 0.54391564902758949 44.80746791527568 -9.1817099290718112 36.293171508032565 19.934341519102933 1.1552467862657814 -0.0019965832507963699 30.577161886029867 -0.059612178086059335 -11.558017242425089 70.266857642924407 3.7500000000000004 44.80746791527568\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 8 4 -4 -5 -3 -2 9 -1 -10 12 -8 -9\nright_child=7 6 3 5 -6 -7 11 13 10 -11 -12 -13 -14 -15\nleaf_value=-0.038423691776784091 0.080085005882060717 0.013621966245847064 0.016168211708616962 0.00058031461130846713 -0.014222524525051404 0.028780406711611785 -0.10967518964026068 -0.016744473915464474 0.064885093020878512 0.029203035530511307 0.012738417827461879 -0.0035286268885292849 -0.0077502310649860285 0.015712506368801976\nleaf_weight=28 14.999999999999998 17 224 4544 1019 153 14.000000000000002 13.999999999999998 41 33 38 9.9999999999999982 9.9999999999999982 20\nleaf_count=28 15 17 224 4544 1019 153 14 14 41 33 38 10 10 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2\nleft_child=2 -2 3 9 5 7 -7 -4 13 -1 -11 12 16 -6 -10 -5 -3\nright_child=1 11 4 15 8 6 -8 -9 14 10 -12 -13 -14 -15 -16 -17 -18\nleaf_value=0.057889107160107756 0.088240949821904835 0.010401141186339039 -0.074218989496478122 0.06849328661526817 0.038264534434442832 -0.074643463641861432 0.0023846431184222899 -0.0014620567575375236 -0.023645977544391961 0.0059507700928433487 -0.048010518086907615 -0.043642616789463379 -0.026835206283454704 -0.023887091077093209 0.010034333185278575 -0.0026528531390381444 0.063511333250153762\nleaf_weight=14.999999999999998 13.999999999999998 17 11.999999999999998 32 112 44 30 5152 50 413 17 9.9999999999999982 10.999999999999998 9.9999999999999982 220 10.999999999999998 10.000000000000002\nleaf_count=15 14 17 12 32 112 44 30 5152 50 413 17 10 11 10 220 11 10\ninternal_value=0 0.0310062 -0.000415555 0.0110223 -0.00142476 -0.00249911 -0.0468495 -0.00177425 0.012636 0.005864 0.00277475 0.001977 0.0205733 0.0317464 0.00317549 0.0532266 0.0419205\ninternal_weight=0 62 6118 488 5630 5238 74 5164 392 445 430 48 38 122 270 43 27\ninternal_count=6180 62 6118 488 5630 5238 74 5164 392 445 430 48 38 122 270 43 27\nis_linear=0\nshrinkage=0.1\n\n\nTree=75\nnum_leaves=12\nnum_cat=0\nsplit_feature=1 27 243 68 0 26 66 147 76 146 54\nsplit_gain=7.00735 6.82225 6.69013 6.99236 13.5692 11.9637 11.3536 17.9072 14.9629 9.42862 0.236921\nthreshold=7.5200000000000005 1.9911242603550294 30.898135100226654 0.021262820402934909 4.2500000000000009 3.6684948711683787 0.015123344647319271 0.48436980860798473 1.1235893387811562 1.2500000000000002 0.18947234820388834\ndecision_type=2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 10 -1 4 5 -4 8 -8 -5 -6 -2\nright_child=1 -3 3 6 9 -7 7 -9 -10 -11 -12\nleaf_value=0.055337950245034254 -0.010178600126435396 -0.080930843489193133 -0.0028820130891150063 0.00066880008544526869 -0.075634022454354424 0.024792970639287398 -0.0034498819153834445 -0.091659629938879925 0.020306518475636779 0.018202027666687215 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2\nleft_child=1 2 4 -4 6 -6 -1 -5 9 12 -3 -10 -2\nright_child=8 10 3 7 5 -7 -8 -9 11 -11 -12 -13 -14\nleaf_value=0.057501128207516121 0.0094468443504673438 -0.00444933776281216 -0.088113643059612778 0.036794050045884243 -0.040126704215249408 -0.00012240782498761901 -0.022486849228226573 -0.018170070268382656 0.011832782890072994 -0.023647972010773476 0.054077850263843479 0.068853734346974879 0.029954885435192254\nleaf_weight=42 15.000000000000002 9.9999999999999982 20 9.9999999999999982 60 5872 18 58 10.000000000000002 13.999999999999998 22 13.999999999999998 14.999999999999998\nleaf_count=42 15 10 20 10 60 5872 18 58 10 14 22 14 15\ninternal_value=0 -0.000436138 -0.00070797 -0.0320724 -0.000194676 -0.000593886 0.0337204 -0.0064062 0.0295723 0.00773133 0.0390834 0.0555631 0.0246261\ninternal_weight=0 6112 6080 88 5992 5932 60 68 68 44 32 24 30\ninternal_count=6180 6112 6080 88 5992 5932 60 68 68 44 32 24 30\nis_linear=0\nshrinkage=0.1\n\n\nTree=77\nnum_leaves=28\nnum_cat=0\nsplit_feature=48 165 178 66 235 235 16 43 57 229 96 43 0 250 34 76 168 214 96 83 245 248 13 153 40 48 105\nsplit_gain=6.8475 12.9596 16.5127 12.8193 19.5005 15.1938 15.049 14.322 12.0505 11.4201 11.0501 13.8264 11.2367 10.8438 14.4028 14.0216 9.90919 8.90517 8.50228 20.0456 11.2897 8.386 4.63179 4.54353 4.095 3.36907 1.25103\nthreshold=-2.4868129093466718 10.423240655672116 4.8658765828839163 -0.035070313706217097 21.150357948628422 39.449924859160099 -0.083211408489650779 1.7306777867944352 -1.6162825995450507 0.020203451751070797 0.97759694399499864 0.39138129415435158 1.3500000000000003 9.5230000000000018e-06 4.5739613443526439 1.0469344087480426 5.0617553486993421 1.0000000180025095e-35 0.97715654656923634 1.0570098718930445 55.352755484902865 0.99418000000000017 1.7805008256037465 3.9988351382438068 0.022939115646258487 4.5386572153009199 1.5000000000000002\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 10 2 2 2 2 2\nleft_child=1 2 10 4 22 6 -5 -7 -4 -6 11 -1 -12 14 15 24 -10 18 19 -15 -20 -17 -3 -19 -2 26 -16\nright_child=13 3 8 5 9 7 -8 -9 16 -11 12 -13 -14 17 25 21 -18 23 20 -21 -22 -23 -24 -25 -26 -27 -28\nleaf_value=-0.12945175920143667 0.02387503331205576 0.082475711545568764 -0.069982838881711362 -0.094317335973840524 -0.023664916091761468 0.028698401280025182 0.0016895269787256181 -0.023442548301524566 0.011363153168080207 0.051901389862281821 -0.073041502768929165 0.0015111662868681904 -0.010649114370984293 0.010904452059437511 0.024278929195803323 0.0055763730928798912 -0.030732128517943269 0.071151454891925897 0.042396008689667745 -0.062243457583068873 -0.0024609755261084999 0.094248421492101317 0.0075805196246334292 -0.0040177258564776967 -0.034136912059954602 -0.040255687129439451 -0.010160806079685995\nleaf_weight=18.000000000000004 15.000000000000002 14.000000000000002 15.999999999999998 13.999999999999998 327 316 50 55 219 11.999999999999998 31 10.999999999999998 113 1032 11 14.999999999999998 64 17.000000000000004 47 29 3640 43 15.999999999999998 9.9999999999999982 13.999999999999998 18 13\nleaf_count=18 15 14 16 14 327 316 50 55 219 12 31 11 113 1032 11 15 64 17 47 29 3640 43 16 10 14 18 13\ninternal_value=0 -0.00651329 -0.0194793 0.00124439 -0.0122869 0.0127408 -0.0292195 0.0205562 -0.00482708 -0.0195795 -0.0431555 -0.092126 -0.0279516 0.00168312 0.029217 0.0506409 0.0011194 0.000879768 0.000497889 0.00834262 -0.00177603 0.0755085 0.0544128 0.0497496 -0.00570282 -0.0163654 0.00812232\ninternal_weight=0 1276 472 804 369 435 64 371 299 339 173 29 144 4904 129 87 283 4775 4748 1061 3687 58 30 27 29 42 24\ninternal_count=6180 1276 472 804 369 435 64 371 299 339 173 29 144 4904 129 87 283 4775 4748 1061 3687 58 30 27 29 42 24\nis_linear=0\nshrinkage=0.1\n\n\nTree=78\nnum_leaves=20\nnum_cat=0\nsplit_feature=155 40 63 0 235 183 147 247 36 84 0 178 132 0 235 83 29 188 151\nsplit_gain=6.3335 11.0931 10.9727 10.0774 11.6769 13.7182 9.76935 22.2112 9.58801 9.1445 27.0583 9.05695 8.15651 7.81262 6.84186 6.41421 2.87954 2.22905 0.899655\nthreshold=0.68136803531235357 -6.8077214914636226 -0.067282403464111476 1.3500000000000003 21.150357948628422 6.1658946451726431 0.46791769756274443 0.020252000000000003 55.111470331874521 2.0246293750001381 2.7500000000000004 35.618364109007381 -2.0535504149545938 1.0500000000000003 70.266857642924407 0.50044572918891983 -21.861003472959599 0.74514538454270596 0.50726189694766699\ndecision_type=2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 13 15 4 -4 -6 7 -5 -8 11 14 12 -3 -2 -11 -1 -12 18 -17\nright_child=1 9 3 6 5 -7 8 -9 -10 10 16 -13 -14 -15 -16 17 -18 -19 -20\nleaf_value=-0.014536071409001254 0.0081536223067145957 -0.038748989938239664 0.05131590700967379 -0.037783280551269061 0.0034276655341102 -0.068615622422539116 0.030625036106578116 0.032580810739578317 -0.030349522868350545 -0.051009904145478693 0.058561302918382407 -0.061277332999827322 0.00067384486881690616 -0.085782056082798458 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6118 3012 302 2710 3106 495 2611 36 26\nis_linear=0\nshrinkage=0.1\n\n\nTree=80\nnum_leaves=19\nnum_cat=0\nsplit_feature=2 238 0 151 247 225 47 47 186 188 80 37 25 174 45 246 66 27\nsplit_gain=6.47234 17.5978 11.7914 13.5837 7.85938 16.4663 7.30114 10.6135 13.9191 9.30534 7.87514 19.4468 11.6786 6.25385 4.59196 2.80625 3.62154 0.997031\nthreshold=0.012250000000000002 51.965606105669593 2.7500000000000004 0.59904970375593303 0.020385500000000004 0.042291666666666679 -31.029065733860445 -27.1876592981301 1.8602892665553881 1.1691258217525353 1.580160440613027 -573.6703272038111 -16.388038548752832 23.8167084263962 -6.8978731342258062 0.14501000000000003 -0.00092561527678583489 -1.6969944598337945\ndecision_type=2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 8 2 2\nleft_child=1 14 4 -4 13 -6 9 8 -8 17 12 -12 -9 -3 -1 -11 -17 -2\nright_child=6 2 3 -5 5 -7 7 10 -10 15 11 -13 -14 -15 -16 16 -18 -19\nleaf_value=-0.08644796399777499 0.018163362706758761 0.027225069150772177 0.080913241988507384 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44\nis_linear=0\nshrinkage=0.1\n\n\nTree=81\nnum_leaves=17\nnum_cat=0\nsplit_feature=243 38 34 19 76 0 0 182 12 40 39 80 96 217 40 99\nsplit_gain=5.86744 6.65881 17.799 18.3329 21.0815 19.3103 13.2275 27.848 22.7961 12.5483 13.1089 9.30144 10.7124 8.94807 6.85067 6.50272\nthreshold=30.898135100226654 -35.944129873032985 -324.4337104573703 -5.3431275720164608 0.81641960844371309 3.7500000000000004 2.7500000000000004 6.3008491790804717 2.7809063538030165 0.62038750000000009 -0.41478276143790843 1.9089473756001751 0.98713244973277592 1.0000000180025095e-35 1.0663221893491115 2.4824270186127442\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 2 6 4 -4 -5 8 -8 -2 11 15 13 -13 -3 -12 -11\nright_child=1 9 3 5 -6 -7 7 -9 -10 10 14 12 -14 -15 -16 -17\nleaf_value=0.051488037409678881 0.019460331381698434 0.0018920025421266737 0.0055759443561311526 -0.00049312564227619758 -0.075336170743749473 -0.035036657347353346 0.042302417776208565 -0.010422239279683677 -0.014607412573399856 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2.8489 2.27623 2.1106 1.61875 1.30071 1.18129 0.0880205 0.00243868\nthreshold=0.69998837116590618 -0.7286750637755105 0.018290000000000004 38.217948399965721 0.54890000000000005 1.0000000180025095e-35 44.80746791527568 30.577161886029867 13.596016610998943 0.028240740740740736 0.57279562542720452 0.54391564902758949 4.1161896666337494 0.040327969164724427 0.022536187854794196 -11.558017242425089 48.597025441250928 0.84855892910242392 -0.070691813073757478 1253.0946000000001 0.91815157781174173 0.032180356193514094 71.950000000000017 0.16955500000000004 1.2135015072405448\ndecision_type=2 2 10 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 2\nleft_child=1 2 3 -1 -3 19 7 8 9 -2 11 12 -8 -5 21 17 -13 -9 -10 -4 -17 -6 -12 -7 -16\nright_child=6 4 5 13 14 23 10 15 18 -11 22 16 -14 -15 24 20 -18 -19 -20 -21 -22 -23 -24 -25 -26\nleaf_value=0.037638767611574142 0.018173276959229975 0.021479642566106585 -0.020928561381560004 -0.037697067416846114 -0.11075559028043735 0.063155807320242785 0.031883268029810452 0.0075808871410877115 0.041348020551013782 -0.085212248458185647 0.0086460186680067056 -0.083004471470002394 -0.00029208013861528815 0.024776552486806852 -0.030755480520402147 -0.011361213609608675 -0.010013956860936136 0.076184677066722079 -0.0060783319534273017 0.0167136836411453 0.023599014560964693 -0.026691857289565152 0.06098878475367462 0.022778435571378063 -0.0095268083547889893\nleaf_weight=13.999999999999998 11.000000000000002 10.999999999999998 24 92 13.000000000000002 23 65 9.9999999999999982 25 12.999999999999998 10.000000000000002 9.9999999999999982 5640 10.999999999999998 37 13.999999999999998 22 29 10.999999999999998 17 24 10.999999999999998 12.999999999999998 18 11.999999999999998\nleaf_count=14 11 11 24 92 13 23 65 10 25 13 10 10 5640 11 37 14 22 29 11 17 24 11 13 18 12\ninternal_value=0 -0.0145794 0.000192217 -0.0190666 -0.0458716 0.0267569 0.000631442 0.0230871 -0.00369582 -0.0464189 5.82528e-05 -0.000215685 0.000129657 -0.0294229 -0.0573856 0.041983 -0.0471556 0.063731 0.0286856 -0.00510395 0.0110354 -0.091409 0.0477473 0.0533713 -0.0280525\ninternal_weight=0 283 199 117 84 82 5897 137 60 24 5760 5737 5705 103 73 77 32 39 36 41 38 24 23 41 49\ninternal_count=6180 283 199 117 84 82 5897 137 60 24 5760 5737 5705 103 73 77 32 39 36 41 38 24 23 41 49\nis_linear=0\nshrinkage=0.1\n\n\nTree=83\nnum_leaves=13\nnum_cat=0\nsplit_feature=142 148 247 251 96 118 133 31 52 151 24 235\nsplit_gain=6.13587 5.44904 15.5897 8.3693 7.05316 6.86482 3.68985 2.81421 2.8114 0.593184 0.40533 0.256453\nthreshold=1.0000000180025095e-35 0.32495595500371388 0.019321500000000002 0.0011571500000000002 0.9113210442474009 1.0000000180025095e-35 1.0772112508188776 1.5214710884353744 -0.00081132397521804496 0.58613373546381775 1.2138095238095234 70.266857642924407\ndecision_type=2 2 10 8 2 2 2 2 2 2 2 2\nleft_child=1 3 7 9 6 -6 -5 -3 10 -1 -4 -9\nright_child=-2 2 8 4 5 -7 -8 11 -10 -11 -12 -13\nleaf_value=0.057341039133994458 -0.051620265627056516 0.011697213360456645 0.063757171283562994 -0.044891162986038693 0.00032453280658056058 -0.022082870964245133 0.0036860185319079388 -0.039873269925993271 0.0016054541048712322 0.01145895153806567 0.017564086045487606 -0.0096356271167443858\nleaf_weight=16.000000000000004 12.999999999999998 13.999999999999998 42 44 5835 130 20 21 10.999999999999998 9.9999999999999982 11.999999999999998 11.999999999999998\nleaf_count=16 13 14 42 44 5835 130 20 21 11 10 12 12\ninternal_value=0 0.00012627 0.0210506 -0.00029484 -0.000580932 -0.000199951 -0.0312641 -0.0204793 0.0498066 0.0477791 0.0578404 -0.0336757\ninternal_weight=0 6167 112 6055 6029 5965 64 47 65 26 54 33\ninternal_count=6180 6167 112 6055 6029 5965 64 47 65 26 54 33\nis_linear=0\nshrinkage=0.1\n\n\nTree=84\nnum_leaves=20\nnum_cat=0\nsplit_feature=30 30 94 179 90 178 253 192 61 30 40 68 60 54 17 147 80 16 165\nsplit_gain=5.6475 10.4017 10.6046 12.2177 12.477 9.03393 7.49872 14.6128 7.17694 16.9592 8.70166 6.17014 5.84246 5.49615 4.70773 3.42249 3.0789 1.96108 0.973536\nthreshold=-17.121373045267489 -20.912435828599957 -0.46120862574579308 10.957243428445366 0.53554310492521739 35.618364109007381 19.833796631279451 0.12330848338564394 0.013638650789343036 -2.5835896450083298 -5.8754506858710593 -0.099648528763700298 0.31345383265034815 1.3770116592810162 -0.0687467064083125 0.47199323692508682 1.2258247399430295 -1.0000000180025095e-35 17.391533902477416\ndecision_type=2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 12 13 -5 6 7 11 10 -10 -8 -2 16 -4 18 -9 -1 -14 -3\nright_child=5 14 3 4 -6 -7 8 15 9 -11 -12 -13 17 -15 -16 -17 -18 -19 -20\nleaf_value=0.018205599792886659 -0.019206620793498105 0.024610462274772569 0.025881137152100372 -0.0041196156382116919 -0.086482828643686768 -0.06474511678634802 -0.042547911842927909 0.0081180809000311067 0.059907867412061604 5.7384062680091808e-05 -0.0014378759349217062 0.048965669359819081 0.012195688428275694 -0.023306140290630214 0.077613343514803174 -0.053916024042625299 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4.38183\nthreshold=1.0000000180025095e-35 0.08399050000000001 -0.0014339543314998099 1.6718961240226557 -0.36312884605546975 28.422981436116821 1.9595000000000002 0.36859590837559014 -3.5214843749999996 3.2500000000000004 46.00802260721305 12.945939643347055 7.9856157615571313 -0.0026796856106261597 -1.0000000180025095e-35\ndecision_type=2 8 2 2 2 2 10 2 2 2 2 2 2 2 2\nleft_child=1 2 12 4 -4 7 10 9 -9 -3 -7 -5 13 -1 -8\nright_child=-2 5 3 11 -6 6 14 8 -10 -11 -12 -13 -14 -15 -16\nleaf_value=0.0084715545158430619 -0.046464410295098138 0.007153669835645581 0.042077792272994165 -0.051572288722128656 -0.010805271595961253 0.021685586478143531 -0.11956655325814705 -0.056914130466475199 -0.0032196193194698728 -0.0062032784034253318 -0.011564607731696399 0.0067271368027165494 -0.022706097066617859 0.051337652986757666 -0.028715287195493874\nleaf_weight=74 12.999999999999998 3242 20 89 426 76 13.000000000000002 51 873 985 220 22 17 41 18\nleaf_count=74 13 3242 20 89 426 76 13 51 873 985 220 22 17 41 18\ninternal_value=0 0.000130394 -0.00804347 -0.0147075 -0.00756308 0.00117125 -0.0129049 0.00208812 -0.00676091 0.00403386 -0.00259771 -0.0404164 0.0191322 0.0266386 -0.0866844\ninternal_weight=0 6167 689 557 446 5478 327 5151 924 4227 296 111 132 115 31\ninternal_count=6180 6167 689 557 446 5478 327 5151 924 4227 296 111 132 115 31\nis_linear=0\nshrinkage=0.1\n\n\nTree=86\nnum_leaves=23\nnum_cat=0\nsplit_feature=249 150 177 147 246 241 223 135 248 100 73 57 177 164 252 103 105 251 250 165 0 250\nsplit_gain=5.23083 14.3814 15.0943 14.6629 16.2663 12.0986 13.846 11.7867 46.4123 20.2796 15.4024 10.7678 8.44737 8.21945 14.8023 14.3014 7.24817 4.87037 4.23271 4.19719 3.29659 0.717651\nthreshold=838.89310000000012 0.10141723356009054 7.7845927770678705 0.46895064859010221 0.37798000000000004 39.602454348709514 0.10568783068783073 5.1544127928949361 0.43750000000000006 14.537817336369033 -0.37391064964855047 22.936221498814888 10.706677385982571 25.15160466000744 0.00013569000000000002 0.29212029671667544 1.5000000000000002 0.77115000000000011 0.042019000000000008 6.4827890144192937 3.7500000000000004 0.27250000000000002\ndecision_type=8 2 2 2 10 2 2 2 10 2 2 2 2 2 10 2 2 10 10 2 2 10\nleft_child=1 2 11 4 -4 6 -2 13 10 -10 -9 16 19 14 -7 -15 -1 -5 -13 21 -8 -3\nright_child=5 12 3 17 -6 7 20 8 9 -11 -12 18 -14 15 -16 -17 -18 -19 -20 -21 -22 -23\nleaf_value=0.0039121895051650157 -0.11189991170499235 0.092450485340183908 0.03060279191517867 0.0083678865517237688 -0.059398225081162527 -0.0021995822694724563 0.020746057567627509 0.070523914446128821 -0.071484866846883904 -0.0055659426765634311 -0.009238584895051449 -0.011800685082911006 -0.011636449531076495 -0.0030942508968087134 0.010557216694177389 -0.042775312745818549 -0.035500216070441244 0.074846962927741831 -0.089249024969385693 0.012142590056153597 -0.032863395969161463 0.025321623897696263\nleaf_weight=299 10.999999999999998 25 44 17 22 2203 17 48 116 77 38 16.000000000000004 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5022\nis_linear=0\nshrinkage=0.1\n\n\nTree=88\nnum_leaves=27\nnum_cat=0\nsplit_feature=71 34 238 164 33 21 14 235 235 245 51 132 233 54 249 235 191 238 74 173 25 46 2 52 248 245\nsplit_gain=5.57464 10.7168 18.1348 15.9852 8.74387 7.48803 7.4152 6.93493 6.86063 6.34878 6.78441 6.26616 10.4917 6.91341 23.2529 9.5781 6.14993 5.60183 5.53277 4.09466 3.30769 2.53776 2.23894 0.881202 0.70557 0.195088\nthreshold=0.42608695652173922 -530.3517449865451 46.00802260721305 24.904973390811271 -81.677410400237704 -42.917171095379778 162.53359890431031 70.266857642924407 21.150357948628422 55.352755484902865 -0.015419227622882118 0.6639175046662702 7.0263948644923531 0.37684196913804685 1253.0946000000001 36.293171508032565 0.84604748334449231 38.217948399965721 -0.043144024955153709 5.5924266070649979 3.1833766999922548 -11.236751619079856 23.150000000000002 0.0078870309757132721 0.82402000000000009 29.041074809671311\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2 2 2 2 8 2\nleft_child=9 2 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9.9999999999999982 15 11.999999999999998 15.999999999999998\nleaf_count=14 18 15 79 15 10 41 19 38 201 454 13 34 10 628 792 3615 20 10 16 37 11 37 10 15 12 16\ninternal_value=0 0.00950854 -0.00801586 0.0201503 0.0586461 -0.0229837 0.00810537 -0.0360471 -0.000820655 -0.000902345 0.0292486 -0.00127389 0.0255162 -0.00169055 0.00429674 -0.00378541 0.0468754 0.043766 -0.00572378 0.0374421 0.0971869 0.0240157 0.00798163 0.067084 -0.0251759 0.0560344\ninternal_weight=0 556 211 345 73 168 272 117 216 5624 59 5565 76 5489 1420 4069 54 43 29 56 26 47 51 25 22 30\ninternal_count=6180 556 211 345 73 168 272 117 216 5624 59 5565 76 5489 1420 4069 54 43 29 56 26 47 51 25 22 30\nis_linear=0\nshrinkage=0.1\n\n\nTree=89\nnum_leaves=20\nnum_cat=0\nsplit_feature=69 250 238 48 180 16 61 94 30 16 37 16 173 60 90 252 235 31 246\nsplit_gain=5.0818 31.1812 17.4809 18.363 16.4002 12.2896 9.26067 7.99389 7.8301 7.72847 10.4232 8.32453 13.3005 11.4895 7.5308 6.73201 6.24401 3.87371 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1.21814 1.12244 0.341862 0.0386172\nthreshold=2.7514538879500798 0.056355676328502427 0.90654382914540121 0.43650793650793657 0.021527515327118493 -122.90330968604025 0.99385392170740461 2345.9500000000003 0.00031801000000000003 0.66373175542406371 39.602454348709514 0.98001107794847253 -0.38727150835700885 0.10242307341924721 70.266857642924407 2.3688948080544683 1.4002490304219763 0.15560000000000004 11.436476696376419 0.86781398666099985 5.9382425086516788 4.5404364146708698\ndecision_type=2 2 2 2 2 2 2 10 8 2 2 2 2 2 2 2 2 8 2 2 2 2\nleft_child=4 2 -2 16 6 -6 8 11 9 -1 -10 -8 15 20 21 -3 -4 -15 -5 -17 -14 -7\nright_child=1 12 3 18 5 14 7 -9 10 -11 -12 -13 13 17 -16 19 -18 -19 -20 -21 -22 -23\nleaf_value=-0.002081348366630638 0.02821178736459648 0.02485907887084559 -0.078840907643960331 0.0084773215585652994 0.073201280471171831 0.010883927995300351 0.027003202018482716 -0.077567913609986827 -0.041498124597346753 0.046601164252941252 -0.0008174449721664325 -0.021228829415041561 0.012696546880009325 -0.016956154031725387 -0.027244808642509902 -0.032702206564038154 -0.013097567901605737 0.0207891214616992 -0.025825431231819108 -0.0011824439206649091 0.052409049727044625 0.028802708320258386\nleaf_weight=154 12.999999999999998 9.9999999999999982 50 14 11.999999999999998 25 247 14.999999999999998 44 88 5332 29 10.999999999999998 21 9.9999999999999982 21 9.9999999999999982 12.999999999999998 10 19 22 9.9999999999999982\nleaf_count=154 13 10 50 14 12 25 247 15 44 88 5332 29 11 21 10 21 10 13 10 19 22 10\ninternal_value=0 -0.0147823 -0.0435195 -0.0564411 0.00063807 0.0301869 0.000302515 0.0138628 -0.000423262 0.0167681 -0.00122683 0.0213703 0.0105933 0.0246263 0.00749264 -0.00918129 -0.0713201 -0.00107934 -0.00920744 -0.0209612 0.0452027 0.0212665\ninternal_weight=0 214 97 84 5966 57 5909 291 5618 242 5376 276 117 67 45 50 60 34 24 40 33 35\ninternal_count=6180 214 97 84 5966 57 5909 291 5618 242 5376 276 117 67 45 50 60 34 24 40 33 35\nis_linear=0\nshrinkage=0.1\n\n\nTree=91\nnum_leaves=17\nnum_cat=0\nsplit_feature=142 148 247 64 75 96 244 235 85 236 73 24 192 73 96 238\nsplit_gain=4.89151 5.18483 11.4789 32.9369 22.6725 16.6229 22.9733 11.404 10.5717 9.97763 40.1804 37.9297 37.657 27.391 16.638 2.61349\nthreshold=1.0000000180025095e-35 0.10356573141904804 0.023110500000000003 -0.061199578983745069 1.4660779359268437 0.991262000110393 74.78978070109126 36.293171508032565 1.0818792178568026 33.573858415404658 -0.37391064964855047 7.9139596667069236 0.53210145155318533 -0.044895760678183148 0.97241728747248002 51.965606105669593\ndecision_type=2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 5 8 -5 7 -7 -1 -4 10 14 13 -12 -11 -3 -13\nright_child=-2 9 3 4 -6 6 -8 -9 -10 11 12 15 -14 -15 -16 -17\nleaf_value=0.065612064360732303 -0.045982412917942111 0.0063410204211952863 0.11669406165346846 0.018009504975636619 -0.06163832757558281 0.062747865765537092 -0.040176964214214399 0.0042964870205251101 0.001136999146001827 0.010128480488408829 -0.0030640643511174966 -0.1152316522848601 0.068982481026000214 -0.013114374968974657 -0.050143581567766729 -0.027296674802337603\nleaf_weight=25 12.999999999999998 63 32 275 31 15.999999999999998 149 241 9.9999999999999982 2121 2209 17.000000000000004 65 656 244 12.999999999999998\nleaf_count=25 13 63 32 275 31 16 149 241 10 2121 2209 17 65 656 244 13\ninternal_value=0 0.000220021 0.0077916 0.0210319 0.00824537 -0.00313345 -0.0271811 0.0122277 0.0946902 -0.000887089 -0.00536436 0.00323413 -0.000711678 0.00461056 -0.0387179 -0.093477\ninternal_weight=0 6167 779 348 306 431 165 266 42 5388 2581 2807 2274 2777 307 30\ninternal_count=6180 6167 779 348 306 431 165 266 42 5388 2581 2807 2274 2777 307 30\nis_linear=0\nshrinkage=0.1\n\n\nTree=92\nnum_leaves=19\nnum_cat=0\nsplit_feature=235 77 235 173 52 225 154 80 179 2 251 83 184 27 238 86 149 163\nsplit_gain=5.69259 59.1914 25.8022 20.4919 19.5824 18.0526 14.5639 12.3515 9.3508 13.2954 9.82891 9.19787 17.459 9.037 9.01895 6.99148 3.88017 1.74804\nthreshold=8.425741474517972 0.52080002006200787 21.150357948628422 1.0000000180025095e-35 -0.00070539292255536988 0.036895809951365516 0.68777926785118659 1.0584426048076498 19.143615732517336 379.50000000000006 1.2455000000000003 1.2229276051278308 19.3583946755456 1.648399190259531 28.697223293649227 0.72562299367131711 0.0055555555555555809 23.092272233405357\ndecision_type=2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2\nleft_child=1 6 3 -2 15 16 -1 -7 11 10 -10 14 -13 -11 -4 17 -6 -3\nright_child=2 4 8 -5 5 7 -8 -9 9 13 -12 12 -14 -15 -16 -17 -18 -19\nleaf_value=-0.0070047823550715583 -0.022562042899885542 -0.017592584819780554 -0.016266375648980907 0.10012505717755654 0.12152267834179019 -0.038068302264226882 -0.14526899693793413 0.036547559214741017 0.0026100732367911579 0.093388578543659395 0.052114565521049185 -0.0075714470182340751 -0.080268377717067407 -0.0081596864114494676 0.00056821702285085585 0.010049734248511868 0.023593473652700814 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5.75075 5.70344 5.63379 4.85634 3.94849 3.65365 2.92352 2.65367 1.84026 1.44207\nthreshold=-8.0497478969405218 2345.9500000000003 -0.44503443913588242 -0.60642058823529432 1.0500000000000003 19.066124374986117 0.013589337250051533 1.1388710718732697 1.4593852805476908 0.063071835599991147 0.012550733592584287 0.03423650000000001 0.22500000000000003 -0.052953576893111191 8.425741474517972 7.6161516894697767 21.150357948628422 -0.32826251213849444 38.217948399965721 111.36818163850801 1.4892056241426623 1.0500000000000003 37.492373025327858 0.02420339198025644 -0.044031724421606959 -406.60217130042838 54.554608939707464 0.97552827746327353\ndecision_type=2 8 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2\nleft_child=1 2 4 18 -1 10 8 17 9 -7 11 13 -13 -2 15 -12 -16 -8 -3 -4 -6 -9 -10 -20 -21 26 -5 -27\nright_child=5 3 19 25 20 6 7 21 22 -11 14 12 -14 -15 16 -17 -18 -19 23 24 -22 -23 -24 -25 -26 27 -28 -29\nleaf_value=0.079171243508749142 -0.032439703725593926 9.9075057473673277e-05 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0.036756353970192113\nleaf_weight=13.999999999999998 10.999999999999998 13.999999999999998 11.999999999999998 105 14.999999999999998 503 289 90 49 79 109 30 2233 188 13.999999999999998 10.000000000000002 2323 33 15.999999999999998 14.999999999999998 18 9.9999999999999982\nleaf_count=14 11 14 12 105 15 503 289 90 49 79 109 30 2233 188 14 10 2323 33 16 15 18 10\ninternal_value=0 0.0068822 -0.0428267 0.00943138 -0.0121428 0.0151324 0.0170925 -0.00054223 -0.00152357 -0.00537794 -0.00399645 0.0238321 -0.00538745 0.00226241 0.00125044 -0.0409745 0.00215813 0.0385869 0.0530248 -0.0569 -0.0754341 0.0119667\ninternal_weight=0 1060 44 1016 210 806 792 195 5120 2535 2451 109 2342 2585 2525 84 2511 60 49 64 32 20\ninternal_count=6180 1060 44 1016 210 806 792 195 5120 2535 2451 109 2342 2585 2525 84 2511 60 49 64 32 20\nis_linear=0\nshrinkage=0.1\n\n\nTree=95\nnum_leaves=15\nnum_cat=0\nsplit_feature=243 70 67 93 59 70 22 236 172 53 251 246 145 73\nsplit_gain=4.71415 4.9101 11.8779 6.66034 13.5691 11.4234 6.95649 6.66388 43.5584 37.0142 5.16115 5.34984 3.61661 2.64357\nthreshold=30.898135100226654 -0.044592333596801058 -0.1683826396969085 1.4669516100589666 49.561111482392853 0.42563682014829712 33.827726506660163 33.573858415404658 5.5797294371362858 -0.023451111787998784 0.0095755000000000024 0.14951000000000003 0.62284482758620696 -0.30381178343719567\ndecision_type=2 2 2 2 2 2 2 2 2 2 8 10 2 2\nleft_child=-1 2 13 7 6 -6 -5 8 -3 -9 12 -12 -4 -2\nright_child=1 3 10 4 5 -7 -8 9 -10 -11 11 -13 -14 -15\nleaf_value=0.046120586937755594 0.0090264007043890267 0.0060760613307086963 -0.0024630679527195554 -0.011803246385763419 0.10962943689083499 -0.00507958552547845 0.027773498157694244 0.0089550839989930922 -0.021678801698703898 -0.016208072620129115 -0.0044896957106358376 0.010760198509070906 0.068851334824076668 0.063616069909806172\nleaf_weight=11.999999999999998 15.999999999999998 1274 10.000000000000002 104 15.000000000000002 11.999999999999998 63 1872 1002 838 527 393 9.9999999999999982 32\nleaf_count=12 16 1274 10 104 15 12 63 1872 1002 838 527 393 10 32\ninternal_value=0 -0.00025213 0.00617206 -0.00148697 0.0162298 0.0710536 0.00385252 -0.00220742 -0.00618429 0.00114302 0.00342438 0.00207032 0.0442588 0.0501131\ninternal_weight=0 6168 988 5180 194 27 167 4986 2276 2710 940 920 20 48\ninternal_count=6180 6168 988 5180 194 27 167 4986 2276 2710 940 920 20 48\nis_linear=0\nshrinkage=0.1\n\n\nTree=96\nnum_leaves=27\nnum_cat=0\nsplit_feature=34 38 88 60 236 94 165 0 205 44 153 241 235 235 89 0 198 235 46 226 238 92 238 238 84 46\nsplit_gain=5.42077 12.513 13.6737 18.659 11.5228 23.7567 16.3775 11.0224 16.852 14.2734 13.2209 12.9248 10.4721 18.3234 10.6675 8.67716 31.4202 21.9311 19.9308 18.5689 19.156 16.2993 6.20776 5.68464 4.41645 0.716847\nthreshold=-324.4337104573703 -105.33707616141925 1.2515365785299333 0.71881724267524238 44.80746791527568 -0.4947777099389517 9.9816917083708798 3.7500000000000004 1.0000000180025095e-35 21.868974592870501 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230 376 1394 1015 379 338 327 989 952 37 4145 903 137 766 3242 2917 325 24 41 31 26\nis_linear=0\nshrinkage=0.1\n\n\nTree=97\nnum_leaves=17\nnum_cat=0\nsplit_feature=180 97 15 172 178 234 50 180 0 56 167 19 47 0 166 115\nsplit_gain=5.56494 11.8356 15.9692 5.88739 9.08144 7.43938 10.4203 7.01535 5.14683 7.60594 7.38047 4.81825 4.5317 4.2939 2.4459 1.94179\nthreshold=19.209172374532397 11.845706912921234 164.63754852527646 33.329186730236863 35.618364109007381 1.0000000180025095e-35 0.03820541325391457 11.409311452040315 1.3500000000000003 50.851582339100368 6.6627445984380493 17.978577113922334 -0.5501712230911342 1.3500000000000003 32.493154619398624 1.5000000000000002\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=3 2 8 4 5 6 -1 -7 9 -2 -10 15 -4 -14 -5 -3\nright_child=1 11 12 14 -6 7 -8 -9 10 -11 -12 -13 13 -15 -16 -17\nleaf_value=0.043021104418307282 -0.0038687067088274464 -0.062778173147192265 0.012580760823456104 0.062053040805676078 -0.06664356297042924 0.00015814470151647225 -0.018919741371046305 -0.0098510505429459036 0.01746860458196282 0.06613939854039709 -0.022067778508950173 0.011201763972680481 0.0080044721549331396 0.089677456430876587 0.0019676389283160762 -0.01053762750529587\nleaf_weight=75 29 18 20 11.000000000000002 10.999999999999998 4898 33 807 85 21 84 17 9.9999999999999982 34 10.999999999999998 15.999999999999998\nleaf_count=75 29 18 20 11 11 4898 33 807 85 21 84 17 10 34 11 16\ninternal_value=0 0.0123215 0.0203683 -0.000765705 -0.000999041 -0.000760585 0.0240953 -0.00127246 0.00648292 0.0316574 -0.00231762 -0.0283495 0.0605854 0.0760351 0.0420136 -0.0461765\ninternal_weight=0 334 283 5846 5824 5813 108 5705 219 50 169 51 64 44 22 34\ninternal_count=6180 334 283 5846 5824 5813 108 5705 219 50 169 51 64 44 22 34\nis_linear=0\nshrinkage=0.1\n\n\nTree=98\nnum_leaves=28\nnum_cat=0\nsplit_feature=94 92 164 238 164 16 188 224 154 252 80 11 53 252 162 247 103 150 38 247 70 68 82 163 80 49 72\nsplit_gain=5.09487 10.6555 12.9552 8.89899 11.0375 10.0981 13.4146 9.58623 7.88688 25.7256 21.5831 18.127 16.6384 16.6249 29.626 23.0772 22.1076 21.3826 14.5171 14.1325 12.8342 12.6342 9.81811 5.31621 4.04229 3.57579 2.84909\nthreshold=-0.49501340856005832 1.0521175855462457 13.262032602909333 28.697223293649227 17.574187697227508 -0.32539400441290728 0.098796296296296174 0.075328947368421065 0.75371503555662056 1.2655000000000002e-06 1.2863977306665819 3.5007716049382722 -0.043577213868385943 4.8410000000000007e-06 6.5011427896093794 0.03423650000000001 0.20285001227439972 0.10141723356009054 129.9995607602394 0.020517500000000004 0.5783908460888546 0.20114744001025572 0.91716944566330294 30.323638025774198 1.3648782911077995 1.669179430525384 -0.23859649122807022\ndecision_type=2 2 2 2 2 2 2 2 2 10 2 2 2 10 2 8 2 2 2 10 2 2 2 2 2 2 2\nleft_child=1 3 24 4 -1 6 -5 -7 13 10 12 -12 -10 17 16 -16 -15 20 21 -19 -2 -11 -20 -4 26 -6 -3\nright_child=8 2 23 5 25 7 -8 -9 9 18 11 -13 -14 14 15 -17 -18 19 22 -21 -22 -23 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35\ninternal_value=0 0.0062629 0.0337099 0.00260478 -0.0385179 0.00482345 0.047631 0.00221838 -0.00132308 -0.00833532 -0.0250313 -0.00126903 -0.0423422 0.000867366 -0.00586311 0.0332801 -0.00980685 0.00715592 0.00422195 0.048866 0.00460398 -0.000223864 0.0504372 0.0890032 0.0132586 -0.0640798 0.0226277\ninternal_weight=0 1060 115 945 40 905 42 863 5120 1212 516 222 294 3908 1888 166 1722 2020 696 106 1914 644 52 22 93 30 77\ninternal_count=6180 1060 115 945 40 905 42 863 5120 1212 516 222 294 3908 1888 166 1722 2020 696 106 1914 644 52 22 93 30 77\nis_linear=0\nshrinkage=0.1\n\n\nTree=99\nnum_leaves=29\nnum_cat=0\nsplit_feature=30 252 168 51 144 145 58 74 247 185 66 0 30 224 154 161 163 78 52 1 192 0 79 247 98 226 247 60\nsplit_gain=5.32866 9.56065 23.9543 20.3776 19.2659 17.5531 16.8413 13.0927 25.3876 12.0381 10.5076 9.13934 9.11791 16.6066 11.0954 9.2607 16.2739 8.41138 8.02136 7.79449 7.06021 6.95423 6.93883 6.30107 5.65319 4.11336 2.80673 2.76611\nthreshold=-3.3606665705497862 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1.0000000180025095e-35 0.055760408068043256 0.52386842992324978\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 15 -3 4 5 -2 7 -5 -7 -6 -11 12 -8 -13 -9 -1\nright_child=3 2 -4 6 9 8 11 14 -10 10 -12 13 -14 -15 -16 -17\nleaf_value=0.01376613340231252 -0.050438943758609571 -0.074290758389314593 0.045865690267667014 -0.018525795801850955 -0.0038021215397357707 0.077641273410284109 -0.022039399121825291 0.10266402028717699 -0.012121743969216617 -0.13983117918321752 -0.016656903367925791 -0.00015709739876519106 0.002855849743290556 0.01119514344229736 0.016839030721317594 0.08215845606890837\nleaf_weight=9.9999999999999982 10.999999999999998 22 12.999999999999998 17 10.999999999999998 29 463 16.000000000000004 18 26.999999999999996 10.000000000000002 4015 727 752 10.999999999999998 28\nleaf_count=10 11 22 13 17 11 29 463 16 18 27 10 4015 727 752 11 28\ninternal_value=0 0.0249994 -0.0293865 -0.000303443 -0.0341151 0.0239615 0.000349558 0.0467164 0.0471684 -0.096323 -0.117168 -7.06372e-05 -0.00693323 0.00165342 0.0816996 0.070778\ninternal_weight=0 73 35 6107 106 58 6001 44 47 48 37 5957 1190 4767 27 38\ninternal_count=6180 73 35 6107 106 58 6001 44 47 48 37 5957 1190 4767 27 38\nis_linear=0\nshrinkage=0.1\n\n\nTree=101\nnum_leaves=20\nnum_cat=0\nsplit_feature=97 96 249 252 235 88 235 90 162 133 0 227 250 1 54 17 154 248 232\nsplit_gain=4.78811 6.23695 7.90638 7.81049 7.52153 23.9742 7.65754 7.25584 7.35681 6.64532 5.96228 5.85782 3.54806 3.51368 4.13621 3.19661 1.75199 1.27841 0.379346\nthreshold=11.664830251336122 0.99385392170740461 1400.2075000000002 0.00064070000000000012 8.425741474517972 1.0618153933351744 21.150357948628422 0.48607468058793729 11.468862884083627 1.3838555839002276 2.7500000000000004 0.010425909494232477 0.074585000000000012 3.5700000000000007 -0.028414236474768758 0.013362887270627571 0.46088408260527047 0.7779950000000001 0.35416666666666669\ndecision_type=2 2 10 10 2 2 2 2 2 2 2 2 10 2 2 2 2 8 2\nleft_child=11 3 9 4 5 -2 -6 -5 -9 10 -3 18 15 14 -4 16 -13 -11 -1\nright_child=1 2 13 7 6 -7 -8 8 -10 17 -12 12 -14 -15 -16 -17 -18 -19 -20\nleaf_value=0.00057641496866158652 -0.067261653613345448 0.04306770050479914 -0.0012560887889881474 -0.031768629917068691 0.035214850014240864 0.024802566480490128 -0.0007023696548119204 0.0443189490156728 -0.019688556834471529 0.0035913501174708999 -0.0034957372402439945 -0.017538458748748636 0.0058995633024007529 0.019480966661452472 -0.063917803835393847 -0.0019244774865086356 -0.065915390971490753 -0.026076955277701215 0.018510247804647651\nleaf_weight=21 53 121 20.999999999999996 11.999999999999998 50 44 5550 86 15.999999999999998 34 33 21 17 9.9999999999999982 12.000000000000002 17 30 12.999999999999998 19\nleaf_count=21 53 121 21 12 50 44 5550 86 16 34 33 21 17 10 12 17 30 13 19\ninternal_value=0 0.000387084 0.0157256 -0.000282876 -0.000821873 -0.0270855 -0.00031948 0.0245468 0.0334171 0.0239327 0.0334851 -0.0186542 -0.0323472 -0.0199153 -0.0336077 -0.0414393 -0.0521362 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23\nis_linear=0\nshrinkage=0.1\n\n\nTree=103\nnum_leaves=23\nnum_cat=0\nsplit_feature=132 144 236 167 27 251 173 56 47 47 246 164 249 235 91 247 54 167 250 0 238 69\nsplit_gain=4.65169 7.02471 5.99681 7.22598 5.1864 10.8192 11.9888 9.03956 5.17112 8.67001 7.22143 6.05111 4.59579 4.43661 4.19194 3.74433 3.58298 3.50217 3.2094 2.73907 2.72844 2.72025\nthreshold=0.6639175046662702 0.25024850894632217 54.554608939707464 12.36122031698296 -8.4198357583774222 0.022470000000000004 5.1466265202640828 91.111349792235757 -31.029065733860445 -27.1876592981301 0.011623000000000001 25.66880848986197 1311.4196000000004 70.266857642924407 0.78830205803941877 0.16955500000000004 -0.012789969267950103 12.36122031698296 0.042019000000000008 3.7500000000000004 51.965606105669593 -0.011755436556119112\ndecision_type=2 2 2 2 2 10 2 2 2 2 10 2 8 2 2 10 2 2 10 2 2 2\nleft_child=4 16 3 12 5 7 18 13 14 10 -10 -11 -3 -1 20 -8 -2 -4 -7 -9 -6 -16\nright_child=1 2 17 -5 8 6 15 19 9 11 -12 -13 -14 -15 21 -17 -18 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0.0539139 -0.027907 -0.0250214 -0.00518306 -0.000281074 0.0415317\ninternal_weight=0 137 108 77 6043 241 125 116 5802 5716 22 5694 57 78 86 33 29 31 92 38 45 41\ninternal_count=6180 137 108 77 6043 241 125 116 5802 5716 22 5694 57 78 86 33 29 31 92 38 45 41\nis_linear=0\nshrinkage=0.1\n\n\nTree=104\nnum_leaves=24\nnum_cat=0\nsplit_feature=180 84 180 252 189 66 238 74 178 84 189 78 250 99 187 0 173 238 250 52 59 82 44\nsplit_gain=4.19091 9.81547 7.3419 27.7221 18.2017 14.3494 8.80393 11.7372 6.52087 6.72147 8.42885 6.02769 14.9939 6.81924 6.40772 20.4491 5.93931 5.76901 5.29462 5.18037 4.47855 3.29126 3.12102\nthreshold=17.141669561724875 2.1417898687062364 12.903610637345304 4.8410000000000007e-06 3.6948482528363185 0.033908126558001038 51.965606105669593 -0.52672672561344336 16.96487028818694 1.0112864496470764 3.3787249622071056 1.6965697641974464 0.049354000000000009 2.5991928594398321 1.0351958095720069 1.3500000000000003 10.1574934132452 33.341313278210301 0.0059670000000000009 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15.999999999999998 71 188 197 17 32 9.9999999999999982 112 42 11.999999999999998\nleaf_count=4979 35 11 12 66 20 10 15 59 17 58 172 12 17 16 71 188 197 17 32 10 112 42 12\ninternal_value=0 0.00885831 -0.000787519 -0.0187428 -0.0524722 -0.0759748 0.0175408 -0.00240528 0.011632 0.0173587 0.0276729 -7.14017e-05 0.0297402 0.0661112 -0.000438098 -0.0154861 0.000343292 0.0560039 -0.0114627 0.0111765 0.000486034 -0.0229513 -0.0250056\ninternal_weight=0 479 5701 209 106 76 103 74 468 377 230 5492 57 33 5435 259 5176 29 91 30 147 74 24\ninternal_count=6180 479 5701 209 106 76 103 74 468 377 230 5492 57 33 5435 259 5176 29 91 30 147 74 24\nis_linear=0\nshrinkage=0.1\n\n\nTree=105\nnum_leaves=13\nnum_cat=0\nsplit_feature=250 94 251 111 68 31 37 235 76 0 65 74\nsplit_gain=4.06218 9.87543 5.67803 4.98179 4.55219 5.06823 12.4433 7.61694 4.73173 4.43931 1.73547 0.401968\nthreshold=0.39025000000000004 -0.34292011436292952 1162.0000000000002 0.096018708723807161 0.23817524835986051 10.15689981096409 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6126 29 6111 5978 1705 4273 133 35 98 25\nis_linear=0\nshrinkage=0.1\n\n\nTree=106\nnum_leaves=13\nnum_cat=0\nsplit_feature=0 147 71 84 128 51 91 132 68 235 63 62\nsplit_gain=3.91019 13.3648 6.32602 5.29796 5.29291 8.10048 4.76204 11.7119 5.26678 2.71916 3.03727 0.0748237\nthreshold=4.2500000000000009 0.47636514087756943 0.57279562542720452 1.2312534798436299 10.158944022925253 -0.0059504197213878394 1.2643782123560177 0.25129629629629674 -0.05916101288437535 70.266857642924407 -0.028729457242171064 0.25298868510623657\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 3 4 -2 6 -6 8 -8 -1 10 11 -4\nright_child=1 -3 9 -5 5 -7 7 -9 -10 -11 -12 -13\nleaf_value=-0.0056850365384320499 -0.022123932661553491 -0.081867745175637427 0.018993845644866083 0.038799769222483849 -0.081410537594693633 0.0066484179714254967 0.0047012219318156162 0.060106643811451532 0.0011787763258443765 -0.0041911604466300404 0.0022509324059387307 0.072022028379220726\nleaf_weight=1561 19 14.999999999999998 9.9999999999999982 19 10.000000000000002 19 590 31 3868 12.999999999999998 13.000000000000002 11.999999999999998\nleaf_count=1561 19 15 10 19 10 19 590 31 3868 13 13 12\ninternal_value=0 -0.024811 0.000229679 0.010075 -8.37903e-05 -0.0368053 0.000152675 0.00837576 -0.000801599 0.0330989 0.044803 0.0613863\ninternal_weight=0 53 6127 38 6079 29 6050 621 5429 48 35 22\ninternal_count=6180 53 6127 38 6079 29 6050 621 5429 48 35 22\nis_linear=0\nshrinkage=0.1\n\n\nTree=107\nnum_leaves=10\nnum_cat=0\nsplit_feature=142 243 151 13 154 96 79 63 46\nsplit_gain=4.32513 3.88366 3.79069 5.75286 4.77974 11.8105 4.58768 3.73625 0.917789\nthreshold=1.0000000180025095e-35 30.898135100226654 0.73499278163274828 1.6905848330496993 0.87467027861672675 0.97241728747248002 1.5239146991622243 0.030302812036935908 -1.0000000180025095e-35\ndecision_type=2 2 2 2 2 2 2 2 2\nleft_child=1 -1 4 7 6 -6 -3 -4 -5\nright_child=-2 2 3 8 5 -7 -8 -9 -10\nleaf_value=0.042058206857734405 -0.043327675127967737 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1.0207472451790631 0.39056330128048516 4.6350000000000007 0.56722500000000009 3.1233283114284491 51.965606105669593 -0.015643818979240925 12.208168994811833 -4.1931819685956553 -2.0947590320533016 1.0385514606713986 59.875678543069718 0.7425848765432107 0.08196038469742227 0.14951000000000003 11.533008146621947 54.554608939707464 5.3701388888888895 1.2725000000000003e-05 -1.9642600990339869 6.0145480743567576 71.016081442558217\ndecision_type=2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 8 2 2 2 10 2 2 2\nleft_child=10 2 4 6 -2 -6 7 -3 -5 -10 11 12 -1 14 -13 -15 17 22 -19 21 -21 -18 -12 -4\nright_child=1 3 23 8 5 -7 -8 -9 9 -11 16 13 -14 15 -16 -17 19 18 -20 20 -22 -23 -24 -25\nleaf_value=0.00010203403694047456 0.13622475709657439 0.037383799501900926 0.012279664734257914 0.063611851427415558 0.062516089162765007 -0.036682065790970032 -0.099240876924824861 -0.039823538596903262 0.054255437962665243 0.0011393023000880514 0.003691061422353429 -0.10000708174893042 -0.088443784257982203 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1005 34 971 25 946 4724 977 299 3747 179 3568 678 20\nis_linear=0\nshrinkage=0.1\n\n\nTree=109\nnum_leaves=24\nnum_cat=0\nsplit_feature=30 22 238 27 158 238 101 54 71 103 73 247 145 36 0 252 81 145 145 52 59 0 60\nsplit_gain=4.03838 6.9533 17.5771 45.903 21.9744 16.4447 58.1791 15.6748 8.26392 12.9208 23.0839 9.41153 6.8553 6.12121 7.12605 6.07544 18.9724 18.2393 15.8333 15.7819 14.6247 9.51656 1.00363\nthreshold=-3.3606665705497862 3.8773833004602265 28.697223293649227 -4.4644725613817773 5.2116579994235197 46.00802260721305 2.7592009470292518 -0.032141976765022819 0.1153846153846154 0.24169174519366274 -0.17682945678991768 0.019925500000000002 0.69868421052631591 247.45796296721346 2.0500000000000003 0.00013569000000000002 1.3843011563599801 0.64907407407407425 0.65504807692307698 0.0054193672710160104 50.181181052735255 1.3500000000000003 -5.3137665783920696\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 2 2 2 2 2 2 2\nleft_child=12 8 3 -3 -5 6 -4 -7 13 11 -11 -10 15 14 -2 18 17 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53 0 59 0 0\nsplit_gain=4.00251 9.15676 8.18475 8.06254 5.45912 5.29948 5.1225 4.50265 12.3686 8.82939 7.50212 5.2513 3.88381 5.49055 3.28156 3.18439 2.19467 1.69626 0.537902\nthreshold=0.0027404898397101851 175.50000000000003 0.41827507392663571 74.78978070109126 1.2152451412945784 12.208168994811833 65.190107271512645 -0.51991652412669975 1.2751450055447127 -7.6875438287767954 0.45684202170840865 4.7977016959934389 1.3500000000000003 0.75696758223263416 -0.072406919175702675 3.7500000000000004 46.591799387991877 1.3500000000000003 1.3500000000000003\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 3 4 5 12 18 -7 8 9 -4 14 -12 -1 -14 -9 17 -6 -5 -2\nright_child=1 -3 7 15 16 6 -8 10 -10 -11 11 -13 13 -15 -16 -17 -18 -19 -20\nleaf_value=-0.026673807193944372 -0.010149594137006846 -0.066881794431722583 0.041254754938437541 0.010866289725588663 0.065051176088235782 -0.0081071872211502683 -0.090103272723520117 -0.061827329371995823 0.072565953668460276 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251 149 12 140 42 66 11 229 51 225\nsplit_gain=3.95383 5.52298 9.69913 6.7298 11.5314 6.09874 5.44648 5.17676 5.05545 4.84114 4.82334 2.22815 1.18499\nthreshold=22.625905129567062 4.8451967592592604 9.2083248299319749 1.2455000000000003 0.083974358974359023 5.8186728395061742 7.7917967949633953 -2.3329481610004268 -0.056429726503704779 4.5856757054673727 0.020940063268105592 0.005768926421727826 0.049643806485911761\ndecision_type=2 2 2 8 2 2 2 2 2 2 2 2 2\nleft_child=1 5 3 6 -5 9 -3 -7 -9 10 -1 -2 -4\nright_child=11 2 12 4 -6 7 -8 8 -10 -11 -12 -13 -14\nleaf_value=-0.00057696635289081438 0.052662989794089947 -0.0059461468396095792 -0.084516462920295576 -0.062207295616314696 0.010656807098191761 -0.018146454330870015 0.042171759016092721 -0.00029094840388824774 0.055245485922753183 0.042172896259477684 0.026211257977920451 0.0041828033132602733 -0.018058988977313173\nleaf_weight=5813 11.999999999999998 59 11.000000000000002 34 38 14.999999999999998 27 24 41 17 58 20 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9.9999999999999982 13.999999999999998 30 26 26 5200 32 43 10.999999999999998 38 10.999999999999998\nleaf_count=93 15 14 514 13 10 16 10 14 28 12 10 14 30 26 26 5200 32 43 11 38 11\ninternal_value=0 0.00719055 0.0114957 0.0555546 0.00619538 0.0848106 -0.0249057 0.00932271 -0.0369884 -0.057808 -0.000873021 -0.0451122 -0.000683253 0.0184678 0.0453408 -0.00114491 0.0187051 -0.00165287 0.0039356 -0.0052605 0.00332207\ninternal_weight=0 682 607 55 552 31 75 528 65 40 5498 24 5488 120 52 5368 125 5243 24 68 25\ninternal_count=6180 682 607 55 552 31 75 528 65 40 5498 24 5488 120 52 5368 125 5243 24 68 25\nis_linear=0\nshrinkage=0.1\n\n\nTree=114\nnum_leaves=11\nnum_cat=0\nsplit_feature=142 43 95 100 94 154 95 250 246 154\nsplit_gain=4.17271 4.03914 3.49771 9.09379 5.52981 4.16485 9.68862 4.16919 1.53046 0.795462\nthreshold=1.0000000180025095e-35 -10.180809747979174 2.7869253707916815 14.554210956918171 -0.38727150835700885 0.87467027861672675 0.53524407395792728 0.39025000000000004 0.15560000000000004 0.67860337729331532\ndecision_type=2 2 2 2 2 2 2 10 8 2\nleft_child=1 8 5 9 -5 7 -7 -3 -1 -4\nright_child=-2 2 3 4 -6 6 -8 -9 -10 -11\nleaf_value=0.0015634916195494042 -0.042492375057163745 0.0010004461861588879 -0.077980079082298911 -0.015953354269730789 0.034457841876453087 0.0058951810201517919 -0.042277164206629636 -0.028000759006410931 0.050384140470895677 -0.016662957952856453\nleaf_weight=10.000000000000002 12.999999999999998 5849 11.000000000000002 58 22 91 64 40 11.999999999999998 9.9999999999999982\nleaf_count=10 13 5849 11 58 22 91 64 40 12 10\ninternal_value=0 0.000180538 -3.98677e-06 -0.0175948 0.000198032 0.000318546 -0.0153521 0.000756328 0.0356163 -0.0635755\ninternal_weight=0 6167 6145 101 80 6044 155 5889 22 21\ninternal_count=6180 6167 6145 101 80 6044 155 5889 22 21\nis_linear=0\nshrinkage=0.1\n\n\nTree=115\nnum_leaves=14\nnum_cat=0\nsplit_feature=40 154 0 250 136 224 235 66 136 247 66 251 67\nsplit_gain=3.26953 6.51749 11.7418 3.51599 3.55059 18.5787 17.8061 6.66671 5.2429 9.83622 4.871 1.3385 0.998369\nthreshold=-5.8754506858710593 0.70135210868931253 1.0500000000000003 6.5585000000000015e-07 2.4937354536722101 0.027560763888888888 36.293171508032565 -0.010573998868392078 2.4175822782816834 0.023110500000000003 0.0023950318476216553 0.03666500000000001 -1.0000000180025095e-35\ndecision_type=2 2 2 8 2 2 2 2 2 10 2 10 2\nleft_child=1 11 -3 -2 8 7 -7 -6 10 -10 -5 12 -1\nright_child=3 2 -4 4 5 6 -8 -9 9 -11 -12 -13 -14\nleaf_value=0.029801741563385969 0.039276261035402764 0.019009440287781596 -0.083812681316957377 0.0015476591941377012 -0.095619037857680111 -0.064463567163410881 0.026506907488230154 -0.00632064985283069 -0.038710731400051268 0.019260076526150541 -0.0055215310418771854 -0.012818229056449387 -0.0035535006027187701\nleaf_weight=14.999999999999998 12.999999999999998 12.999999999999998 19 4454 10.000000000000002 13.999999999999998 248 17 80 36 1237 12.999999999999998 11.000000000000002\nleaf_count=15 13 13 19 4454 10 14 248 17 80 36 1237 13 11\ninternal_value=0 -0.0199722 -0.0474607 0.000251246 0.000103835 0.0107312 0.0194546 -0.0562983 -0.000442599 -0.0206191 4.10479e-06 0.00766532 0.0186228\ninternal_weight=0 71 32 6109 6096 289 262 27 5807 116 5691 39 26\ninternal_count=6180 71 32 6109 6096 289 262 27 5807 116 5691 39 26\nis_linear=0\nshrinkage=0.1\n\n\nTree=116\nnum_leaves=22\nnum_cat=0\nsplit_feature=69 250 238 83 238 68 100 96 61 24 238 5 90 0 250 89 250 162 23 71 26\nsplit_gain=3.58454 23.424 14.7207 16.1259 11.9789 10.4748 11.1029 7.55196 5.66254 12.5775 10.0053 6.8734 5.12893 11.1241 13.264 13.1567 5.5566 19.0665 13.4462 2.46896 1.98715\nthreshold=-0.20586057931540663 0.074585000000000012 46.00802260721305 1.1510585662674588 38.217948399965721 -0.094074773016906074 14.540297522486844 0.97759694399499864 -0.060196066348678905 -0.11437908496732017 46.00802260721305 4.5983707103839233 1.1383604019700091 3.7500000000000004 0.0059670000000000009 0.99584590233178671 0.049354000000000009 19.204256055681082 -7.2487306472527351 0.31897951186744294 0.84782608695652251\ndecision_type=2 10 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2 2\nleft_child=1 2 3 4 -1 19 -7 -3 9 10 -2 -12 16 15 -15 -14 18 -18 -10 -4 -11\nright_child=8 7 5 -5 -6 6 -8 -9 12 20 11 -13 13 14 -16 -17 17 -19 -20 -21 -22\nleaf_value=-0.010293388039612737 -0.058125133529078589 -0.11050731802561904 -0.048497757302212015 0.11569063371895216 0.04824669423222875 -0.0022959068508874169 0.023783047304302217 -0.0091401053444766685 -0.025584121158612406 -0.087211396666245306 0.013993372974663899 -0.040475197985337219 -0.0021195804489024324 0.031969243331721693 -0.049596560303026255 -0.034127898753350074 0.002344144841901547 0.043912936713863725 5.4000988979050046e-05 0.0032825867604694991 -0.014675425762928157\nleaf_weight=60 20 12.000000000000002 36 12.999999999999998 65 497 232 13.999999999999998 214 15.999999999999998 127 18 327 101 14.999999999999998 203 1725 108 2357 9.9999999999999982 10.000000000000002\nleaf_count=60 20 12 36 13 65 497 232 14 214 16 127 18 327 101 15 203 1725 108 2357 10 10\ninternal_value=0 0.00562124 0.00865122 0.0375598 0.0214664 0.00309074 0.00621309 -0.0736257 -0.00105695 -0.0175173 -0.00548553 0.00505669 -0.000401003 -0.00865072 0.0183228 -0.0147843 0.000825962 0.00501835 -0.00217087 -0.0386651 -0.071139\ninternal_weight=0 939 913 138 125 775 729 26 5241 191 165 145 5050 646 116 530 4404 1833 2571 46 26\ninternal_count=6180 939 913 138 125 775 729 26 5241 191 165 145 5050 646 116 530 4404 1833 2571 46 26\nis_linear=0\nshrinkage=0.1\n\n\nTree=117\nnum_leaves=22\nnum_cat=0\nsplit_feature=252 154 184 110 92 41 70 241 223 15 89 248 151 53 238 238 53 82 39 0 72\nsplit_gain=3.45588 14.5361 17.1688 12.5515 11.498 10.281 9.33155 6.95808 15.2287 6.22314 5.64621 13.4913 20.027 12.9906 11.1525 37.0624 24.3937 4.34071 3.70936 2.81788 0.854312\nthreshold=4.833000000000001e-07 0.75331438509176973 25.244104183937591 0.11696107762729495 0.76250579710656929 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2.4003652118480789 74.78978070109126 0.010425909494232477 0.99385392170740461 0.0095755000000000024 1.1724157006104818 0.16955500000000004\ndecision_type=2 2 2 2 2 2 8 2 10\nleft_child=8 2 3 -2 -5 7 -7 -4 -1\nright_child=1 -3 5 4 -6 6 -8 -9 -10\nleaf_value=-0.0037471441624367559 0.041276988332245898 -0.039066387400521214 0.0010046125468416197 0.014571634606982875 -0.029834112577342781 -0.044734949317675639 0.018006847922746438 -0.0092248460092085819 -0.040869781737432609\nleaf_weight=13.000000000000002 10.999999999999998 12.999999999999998 5229 41 126 11.999999999999998 229 489 17\nleaf_count=13 11 13 5229 41 126 12 229 489 17\ninternal_value=0 0.000102831 0.000249222 -0.0130185 -0.0187248 0.000666684 0.013225 0.000115218 -0.0297417\ninternal_weight=0 6150 6137 178 167 5959 241 5718 30\ninternal_count=6180 6150 6137 178 167 5959 241 5718 30\nis_linear=0\nshrinkage=0.1\n\n\nTree=119\nnum_leaves=15\nnum_cat=0\nsplit_feature=43 85 249 60 238 44 151 45 210 238 253 99 0 252\nsplit_gain=3.90242 3.31785 9.97708 8.7051 4.48427 36.4089 26.0945 24.4815 8.50698 11.2467 11.121 4.03509 3.86269 0.585151\nthreshold=-10.180809747979174 0.62105359514767844 1253.0946000000001 -1.382765074548272 28.697223293649227 -5.1745736734245638 0.57983268170387259 -8.1346525617533363 1.0000000180025095e-35 46.00802260721305 539.78010074005658 2.5668534504568874 1.0500000000000003 7.7930000000000021e-05\ndecision_type=2 2 10 2 2 2 2 2 2 2 10 2 2 10\nleft_child=13 2 3 11 5 7 -7 -3 9 -6 -10 -2 -5 -1\nright_child=1 4 -4 12 8 6 -8 -9 10 -11 -12 -13 -14 -15\nleaf_value=0.044489058581648672 -0.082178144738102032 0.094651863049669521 0.033232957085177865 0.03567486262344207 0.013136025649149034 -0.055383333989062845 0.015285816710532602 0.0033181720581671329 0.018126008304220325 -0.001917553794180657 -0.059046192050903092 -0.011861289854839349 -0.018038651886068912 0.0066070668817310016\nleaf_weight=12.000000000000002 23 31 21 10.999999999999998 544 161 70 106 382 4756 9.9999999999999982 15.999999999999998 27 9.9999999999999982\nleaf_count=12 23 31 21 11 544 161 70 106 382 4756 10 16 27 10\ninternal_value=0 -0.000296302 -0.0176695 -0.0337762 1.32978e-05 -0.0105345 -0.0342228 0.0290179 0.000712516 -0.000350603 0.0147375 -0.0616382 0.00170296 0.0347156\ninternal_weight=0 6158 98 77 6060 368 231 137 5692 5300 392 39 38 22\ninternal_count=6180 6158 98 77 6060 368 231 137 5692 5300 392 39 38 22\nis_linear=0\nshrinkage=0.1\n\n\nTree=120\nnum_leaves=26\nnum_cat=0\nsplit_feature=30 103 71 144 154 12 244 252 154 84 11 154 236 58 248 59 150 12 111 0 68 251 134 11 15\nsplit_gain=3.32503 5.98442 9.66565 7.25918 5.96537 5.90442 10.6771 7.17773 5.48294 18.0802 15.5535 6.43092 16.8829 9.9741 9.27515 19.7883 17.7924 8.69483 5.29079 4.83523 9.10491 4.5689 8.64147 8.23122 0.650047\nthreshold=-3.3606665705497862 0.12485974688991955 0.44806929462469497 0.3893263342082241 0.83351646530441459 3.9705643738977083 55.352755484902865 5.5135000000000013e-07 0.80140671825464482 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28\nis_linear=0\nshrinkage=0.1\n\n\nTree=121\nnum_leaves=20\nnum_cat=0\nsplit_feature=229 241 236 135 249 21 0 151 62 235 235 38 20 190 238 90 186 247 43\nsplit_gain=3.39634 5.70867 4.83086 4.19562 28.2981 15.6109 12.9444 10.1254 5.56471 5.408 33.6794 34.8742 26.0972 10.703 15.0923 9.06198 5.03501 2.27563 0.0638746\nthreshold=0.021527515327118493 74.789780701091274 50.765051413732223 5.1544127928949361 528.25480000000016 -29.123625578703695 1.3500000000000003 0.6258084884200984 0.28375400190636152 39.449924859160099 36.293171508032565 -85.80267305961425 -13.022380919041284 4.6812802324254426 51.965606105669593 1.7720222774840362 2.3440198648904009 0.16955500000000004 -0.63871288625731026\ndecision_type=2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 10 2\nleft_child=3 -2 17 9 7 16 -7 8 -5 10 12 -12 -1 15 -15 -11 -6 -3 -19\nright_child=1 2 -4 4 5 6 -8 -9 -10 13 11 -13 -14 14 -16 -17 -18 18 -20\nleaf_value=0.029261521922279762 -0.025933421184601537 -0.018459476265002727 0.072045772803273317 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24\nis_linear=0\nshrinkage=0.1\n\n\nTree=122\nnum_leaves=22\nnum_cat=0\nsplit_feature=151 0 235 51 78 235 92 226 133 148 238 145 191 34 144 135 15 13 31 86 67\nsplit_gain=3.52735 11.1758 16.9211 21.4551 16.5602 23.731 22.7003 14.9196 14.5743 13.8068 13.6275 20.7445 20.1277 13.2688 8.34441 6.19047 8.8441 6.03797 12.2494 8.08225 2.08383\nthreshold=0.55353259320347914 2.7500000000000004 12.526264682419171 -0.024473258928384752 0.86532991976688323 70.266857642924407 0.92354427595216559 0.032597082868822007 0.3935691846182921 0.14460140804676663 51.965606105669593 0.63021739130434795 0.94356477385052429 168.77422948205049 0.41277890466531447 5.4563888888888892 166.49853094249707 0.9537003021636653 -39.249421676772108 0.86645007636010696 -0.34236602976605102\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 3 -1 10 6 -6 -7 9 -4 11 -3 -12 -10 15 17 20 18 -2 -19 -17\nright_child=14 4 8 -5 5 7 -8 -9 13 -11 12 -13 -14 -15 -16 16 -18 19 -20 -21 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2717 2030 47 687 501 365 136 1983 1539 186 94 92 444 3463 3450 33 3417 578 2839 21\ninternal_count=6180 2717 2030 47 687 501 365 136 1983 1539 186 94 92 444 3463 3450 33 3417 578 2839 21\nis_linear=0\nshrinkage=0.1\n\n\nTree=123\nnum_leaves=23\nnum_cat=0\nsplit_feature=55 251 37 234 16 140 165 144 234 93 65 235 20 88 63 0 246 236 249 40 35 102\nsplit_gain=3.40021 11.1857 10.2748 8.44126 15.8609 14.4231 9.79643 9.48095 9.13064 7.4552 11.2956 11.4721 10.3967 5.55916 8.22474 5.71748 5.39148 4.52273 4.45311 3.34144 3.14143 2.71883\nthreshold=-0.086785719512937856 0.0095755000000000024 -39.214317942077663 59.875678543069718 0.014391765867906617 17.371728395061734 6.1364318392234791 0.27474924987144222 1.0000000180025095e-35 1.4521596714645855 -0.05723430672546375 12.526264682419171 -13.956790123456789 1.2877670075053878 -0.042522643109656921 1.0500000000000003 0.013223500000000001 54.554608939707464 311.83690000000007 0.1842646863905324 -255.37159783476966 0.26510617130716113\ndecision_type=2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 10 2 2 2\nleft_child=1 2 16 4 7 13 18 8 -2 10 12 -12 -3 15 -15 -5 -1 21 -7 -6 -4 -11\nright_child=3 9 20 5 19 6 -8 -9 -10 17 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23\nleaf_value=-0.044569062090977295 0.01994952020204906 -0.031518636711552993 0.0065601442447601778 0.0087738510136886431 0.058083375504014892 -0.019624813521422875 0.084757586371520532 -0.10048610438369372 -0.05700737451187185 0.053739933616339088 -0.060261910757900307 -0.00069481317912207987 0.002251607043371213 0.060985992510226572 0.0083628389738332996 -0.0014708174498328378 0.023180451109573424 -0.017415716995317999 0.035756105941014402 -0.0026790070522562034 0.077149944076636043 0.0044096692521773213\nleaf_weight=12.000000000000002 24 267 9.9999999999999982 660 10.000000000000002 20 25 17 20 31 23 1612 134 24 279 2905 15.999999999999998 11.999999999999998 19 14.999999999999998 27 18\nleaf_count=12 24 267 10 660 10 20 25 17 20 31 23 1612 134 24 279 2905 16 12 19 15 27 18\ninternal_value=0 -0.00320924 0.0347723 0.00169954 -0.027608 0.00240896 0.0461446 -0.0527474 -0.01911 -0.00454599 -0.00563151 -0.001894 -0.0204536 0.00156819 0.0143463 0.000445048 -0.00994283 0.0273755 0.00914659 0.0312769 0.0635266 0.0394374\ninternal_weight=0 2162 65 4018 86 3932 64 61 44 2097 2036 1635 401 3868 303 3565 28 61 39 25 37 49\ninternal_count=6180 2162 65 4018 86 3932 64 61 44 2097 2036 1635 401 3868 303 3565 28 61 39 25 37 49\nis_linear=0\nshrinkage=0.1\n\n\nTree=124\nnum_leaves=9\nnum_cat=0\nsplit_feature=142 239 37 73 233 159 137 42\nsplit_gain=3.82343 3.33341 4.10134 3.72204 3.63495 3.57848 4.05502 1.00089\nthreshold=1.0000000180025095e-35 46.445220700660499 -1.0000000180025095e-35 0.17250891568313809 6.5423878650364466 22.625905129567062 -1.4092592592592588 -0.30444027777777732\ndecision_type=2 2 2 2 2 2 2 2\nleft_child=1 2 -1 5 -5 6 -3 -7\nright_child=-2 3 -4 4 -6 7 -8 -9\nleaf_value=-0.058612507561665056 -0.040669037824714913 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2.10158\nthreshold=0.035458182367149767 50.765051413732223 0.74146337997508571 -3.9542862654320974 0.86195561818115884 0.0015182429080816103 70.266857642924407 20.437227590982264 0.015354665821905537 70.266857642924407 33.573858415404658 -1.4886204216651917 -0.37391064964855047 2.4789204677764389 0.079823369565217406 14.697943459617841 -0.0022828790784469393 50.765051413732223 0.64987715429880522 -1143.1253713257149 3.7201501935126733 4.157000000000001e-06 0.20153907284016151 1.1816682452181697 2.2213213340891915 1.4769464731077995 0.98165173766177694 0.11985000000000001 0.58424426442985333\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 10 2\nleft_child=10 2 7 6 5 -4 -3 28 25 -10 11 13 20 14 -1 -14 17 18 -12 -19 -13 26 -15 -23 -6 -5 -18 -9 -2\nright_child=1 3 4 8 24 -7 -8 27 9 -11 16 12 15 22 -16 -17 21 19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30\nleaf_value=-0.086772311239983371 -0.017706700163389946 -0.095778795655408422 0.013865930874646408 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0.83499364820537181 0.8106000000000001 1.3255049242271117 1.0000000180025095e-35 2.776534654550979\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2\nleft_child=15 5 3 4 -3 6 9 -8 11 -2 -5 -7 13 -4 -14 -1\nright_child=1 2 12 10 -6 8 7 -9 -10 -11 -12 -13 14 -15 -16 -17\nleaf_value=0.048081049974498601 -0.029962006288033347 -0.12334852039277655 0.0036941142312728425 0.032996746755482996 -0.016255724686934106 0.0058616919483052143 -0.062712551438985104 0.013801344796598284 -0.017617394578134039 0.00087529105128219165 -0.014306877801296636 0.068364680514439488 -0.037300735320326246 -0.047227911907030254 0.016254882591064626 -2.8599802018717923e-05\nleaf_weight=15 44 15.999999999999998 455 20 35 22 21 12.999999999999998 14.999999999999998 5353 65 23 45 10.999999999999998 11.999999999999998 15\nleaf_count=15 44 16 455 20 35 22 21 13 15 5353 65 23 45 11 12 15\ninternal_value=0 -0.000249494 -0.00745835 -0.0275458 -0.0645667 0.000627659 0.000266418 -0.0369695 0.0286168 0.000568936 -0.000874878 0.0444292 -0.00181605 0.00152516 -0.0252826 0.0300328\ninternal_weight=0 6150 659 136 51 5491 5431 34 60 5397 85 45 523 466 57 30\ninternal_count=6180 6150 659 136 51 5491 5431 34 60 5397 85 45 523 466 57 30\nis_linear=0\nshrinkage=0.1\n\n\nTree=127\nnum_leaves=14\nnum_cat=0\nsplit_feature=243 94 86 99 86 94 0 83 247 224 235 225 88\nsplit_gain=3.28295 3.37681 8.13097 16.731 9.29131 9.50169 5.81652 5.34286 8.0545 15.5531 4.94422 4.59874 2.50215\nthreshold=30.898135100226654 -0.27478509380444388 1.1833680367641266 2.5542260633543719 1.0750716552790436 -0.38727150835700885 3.7500000000000004 1.2229276051278308 0.16955500000000004 0.030868902439024393 4.1161896666337494 0.022857142857142857 0.91084248267674595\ndecision_type=2 2 2 2 2 2 2 2 10 2 2 2 2\nleft_child=-1 2 4 6 10 -6 -4 8 11 -10 -2 -3 -9\nright_child=1 7 3 -5 5 -7 -8 12 9 -11 -12 -13 -14\nleaf_value=0.038478240487622065 0.025114369414185867 0.015043654004586272 -0.021130344048640937 -0.093091076010883914 0.060660008773246156 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0.97756956470504919 51.965606105669593 0.042845027104632012 44.80746791527568 77.055555555555571\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 8 4 -3 7 -7 -5 -1 -10 -6 -4\nright_child=-2 3 11 5 10 6 -8 -9 9 -11 -12 -13\nleaf_value=-0.032179928299495834 0.039135922121377502 -0.0595201489917664 -0.069098084440849236 0.0038182570238708318 -0.022429575358815679 -0.020918364180290486 0.061655930044194208 -0.0016395357511253064 -0.015960267745361589 0.033844925722822328 0.019037164866002671 -0.012253675937638013\nleaf_weight=14.999999999999998 10.999999999999998 15.999999999999998 12.000000000000002 1879 15.999999999999998 23 27 4101 23 27 20 9.9999999999999982\nleaf_count=15 11 16 12 1879 16 23 27 4101 23 27 20 10\ninternal_value=0 -0.000216898 -0.0190119 8.27219e-05 -0.0251545 0.000341642 0.0265161 7.88908e-05 -0.00105233 0.0120929 -0.000262044 -0.0551635\ninternal_weight=0 6169 87 6082 52 6030 50 5980 65 50 36 22\ninternal_count=6180 6169 87 6082 52 6030 50 5980 65 50 36 22\nis_linear=0\nshrinkage=0.1\n\n\nTree=129\nnum_leaves=22\nnum_cat=0\nsplit_feature=48 253 54 103 72 20 13 234 234 78 130 22 245 28 235 63 39 92 235 13 234\nsplit_gain=3.3972 9.2529 9.39134 7.75132 10.0066 7.99791 9.93197 7.71259 17.6326 46.2786 13.1624 7.70677 7.34913 6.79384 5.65979 5.04595 4.6527 3.47112 2.87854 0.590234 0.509014\nthreshold=-2.4689591201569141 49.412173511468907 0.42511520372354211 0.29106237500672832 -0.032508893697855125 -9.5095691467010415 1.8324696645821021 12.208168994811833 59.875678543069718 1.1312388168111316 -0.37277376228269182 -53.47999999999999 13.514331818261436 -10.265437212360288 39.449924859160099 0.0016488749618167303 -0.12348665277777839 0.94068835592773914 70.266857642924407 1.1433681385659946 24.164439687915891\ndecision_type=2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 17 5 14 6 -3 10 9 -9 -2 -7 -10 -12 -5 -14 -15 -1 -4 -19 -11\nright_child=7 3 18 4 -6 11 -8 8 12 20 13 -13 15 16 -16 -17 -18 19 -20 -21 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0.000799945 0.0171065 -0.00321152 0.0635016 0.0185156 0.003012\ninternal_weight=0 1294 73 1221 151 1070 330 4886 4735 57 151 740 4678 134 139 4662 122 44 29 25 47\ninternal_count=6180 1294 73 1221 151 1070 330 4886 4735 57 151 740 4678 134 139 4662 122 44 29 25 47\nis_linear=0\nshrinkage=0.1\n\n\nTree=130\nnum_leaves=20\nnum_cat=0\nsplit_feature=66 18 235 235 12 38 88 147 111 78 51 14 238 85 238 1 40 99 32\nsplit_gain=3.11403 10.7796 5.41864 8.60323 6.5591 4.77152 3.90536 17.618 6.63992 6.66708 4.38902 12.5018 14.5184 5.37171 7.3446 6.24455 4.36125 4.07003 1.6066\nthreshold=0.058384603013459234 0.0035665754229909055 36.293171508032565 39.449924859160099 2.984299233122774 -700.55463046537454 0.8708708929935346 0.48772290219795122 0.25198327566313811 1.2421909963988631 -0.021392033916025222 158.68424543098865 51.965606105669593 0.69998837116590618 38.217948399965721 2.1250000000000004 0.45514430739796236 2.5786469734094282 151.0876543209877\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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20\nis_linear=0\nshrinkage=0.1\n\n\nTree=132\nnum_leaves=16\nnum_cat=0\nsplit_feature=84 84 226 67 84 62 252 247 180 96 0 238 247 56 154\nsplit_gain=2.81468 5.36778 6.4692 6.02698 4.68145 4.05293 4.32381 3.65227 3.62702 2.13233 4.4632 2.33758 1.20919 0.990117 0.893702\nthreshold=2.6303553824598165 2.0199746784774932 0.018396686159844054 0.26130653315537905 1.9882549633237792 0.70885374386301625 3.5725000000000005e-06 0.049620000000000004 19.209172374532397 0.97795123983878829 2.0500000000000003 46.00802260721305 0.044638000000000004 38.228839716198991 0.72490243804492682\ndecision_type=2 2 2 2 2 2 10 8 2 2 2 2 10 2 2\nleft_child=1 4 3 -3 5 8 -7 -2 -1 11 -11 -4 -5 -9 -6\nright_child=7 2 9 12 14 6 -8 13 -10 10 -12 -13 -14 -15 -16\nleaf_value=-0.00083567274909660471 -0.020164520786616534 -0.073034331631059685 0.011447558735871208 0.014771990909628269 0.0066527306638951254 -0.0032187575631211713 0.043388558307783376 0.011409377266128151 0.010906544144248452 0.023644089242206824 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108 53 5135 16 11\ninternal_value=0 5.85252e-05 -0.00738139 -0.019314 -0.0264543 0.0103788 0.00273111 0.000682761 -0.0291026 -0.0643928 0.000970835 0.0159917 0.00050223 0.0366599 0.0509432\ninternal_weight=0 6167 469 280 253 189 168 5698 45 28 5653 161 5492 27 21\ninternal_count=6180 6167 469 280 253 189 168 5698 45 28 5653 161 5492 27 21\nis_linear=0\nshrinkage=0.1\n\n\nTree=135\nnum_leaves=24\nnum_cat=0\nsplit_feature=69 250 249 241 32 47 38 11 250 53 76 12 98 84 225 235 241 55 0 15 88 43 44\nsplit_gain=2.82978 19.8561 9.8283 11.429 15.9985 12.417 9.58944 4.26169 3.85897 10.6301 10.9121 15.5198 10.858 9.53684 6.36922 10.9708 16.2523 8.93869 5.0242 4.87511 5.93708 3.08712 2.19815\nthreshold=-0.20586057931540663 0.074585000000000012 311.83690000000007 65.190107271512645 -37.383968024231031 9.0465987426733836 -164.48328585961315 4.8451967592592604 0.05889500000000001 -0.10340022919976939 0.90532064577301263 2.5802197545253107 20.231273116318139 0.69816480475341514 0.083000000000000004 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15.999999999999998 9.9999999999999982 10.999999999999998 62 81 185 15.999999999999998 65 306 88 13.999999999999998 148 103 10.000000000000002 3476 21 9.9999999999999982\nleaf_count=18 666 10 10 793 37 24 16 10 11 62 81 185 16 65 306 88 14 148 103 10 3476 21 10\ninternal_value=0 0.00497497 0.0077666 0.00500861 -0.0384056 0.00794032 -0.0679814 0.0473059 -0.000958636 0.00711049 0.0152454 0.0264468 -0.0168145 -0.00843357 -0.00186626 -0.0118193 0.0166515 -0.0184368 -0.00322485 -0.000511495 -0.000800503 0.0595625 0.0396577\ninternal_weight=0 939 913 864 47 817 26 49 5241 523 393 266 130 127 4718 556 102 454 114 4162 4142 39 20\ninternal_count=6180 939 913 864 47 817 26 49 5241 523 393 266 130 127 4718 556 102 454 114 4162 4142 39 20\nis_linear=0\nshrinkage=0.1\n\n\nTree=136\nnum_leaves=17\nnum_cat=0\nsplit_feature=102 188 235 85 250 90 148 76 15 27 188 27 238 56 47 248\nsplit_gain=2.62474 2.98009 6.02144 14.1445 22.5924 8.20205 7.92277 8.38522 7.16059 5.22513 7.97727 6.25429 6.5311 4.27658 2.29095 1.80562\nthreshold=0.79082850763548729 1.0000000180025095e-35 70.266857642924407 0.84428088896333531 0.00031801000000000003 0.49476151533872081 0.10727256078018975 1.0945280119813012 169.34231178377667 4.8037986807698916 -0.075842746310594275 4.4129912295496725 19.61427087226987 32.512605924740711 -1.0000000180025095e-35 0.75305500000000014\ndecision_type=2 2 2 2 8 2 2 2 2 2 2 2 2 2 2 8\nleft_child=1 9 6 4 -4 -5 8 -8 -3 11 14 12 -1 -12 -11 -2\nright_child=15 2 3 5 -6 -7 7 -9 -10 10 13 -13 -14 -15 -16 -17\nleaf_value=-0.014064662253666647 0.038746588472900752 0.0045192226748713817 0.041504661935921366 0.038817798300878642 -0.095383099859160547 -0.013960679677787283 -0.016644848277042934 0.0013794763315557372 0.040893499043404655 -0.036177651393172083 0.0014703119981983668 -0.045505721713573026 0.0020804710660527084 0.067202343065718914 0.010619619295752263 -0.0057055777939684126\nleaf_weight=257 19.000000000000004 410 9.9999999999999982 26 35 154 431 619 53 11 13.999999999999998 19 4070 28 14 9.9999999999999982\nleaf_count=257 19 410 10 26 35 154 431 619 53 11 14 19 4070 28 14 10\ninternal_value=0 -0.000138788 -0.0036342 -0.0185288 -0.0629481 -0.00469532 -0.0013121 -0.00610631 0.00945954 0.00124294 0.0270665 0.000783607 0.00109132 0.049788 -0.0144246 0.0258856\ninternal_weight=0 6151 1738 225 45 180 1513 1050 463 4413 67 4346 4327 42 25 29\ninternal_count=6180 6151 1738 225 45 180 1513 1050 463 4413 67 4346 4327 42 25 29\nis_linear=0\nshrinkage=0.1\n\n\nTree=137\nnum_leaves=14\nnum_cat=0\nsplit_feature=229 0 42 136 236 56 153 0 18 136 77 48 247\nsplit_gain=3.04733 4.50317 7.58343 3.01391 25.6949 6.6791 6.03134 6.45383 4.06226 3.20759 8.78107 3.10075 1.99497\nthreshold=0.021527515327118493 1.3500000000000003 -1.7931877313567053 5.9272411186696905 44.80746791527568 50.851582339100368 4.0013022628596948 3.7500000000000004 -0.4097052881381073 3.1440443907960596 0.56613677929862938 -2.3638062820748194 0.049620000000000004\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 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50 26 26 159 236 95 91 0 99 236 16 249 11 67 64 235 16 247 236 77 54 66\nsplit_gain=3.10814 6.90671 6.09686 18.4483 18.546 5.4873 28.0196 17.2949 12.9615 11.1642 35.2968 9.8687 4.45565 11.7682 10.1531 5.6025 10.9175 7.49869 3.98329 2.63364 5.6453 1.86737 0.882612\nthreshold=1.1654387245953515 0.05031614531977658 -6.6078431372548998 -10.488082482993198 4.5660739663613432 33.573858415404658 0.54095599344209833 1.1535981667949056 1.3500000000000003 2.4301614062817896 50.765051413732223 -0.11541694723791081 5265.1729000000005 3.2506534827008084 -0.09819257601327229 0.0638189896273052 48.597025441250928 0.066201603669437989 0.049620000000000004 19.61427087226987 0.45138866079078838 0.54595651442748516 -0.031802714234013846\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 2 2 2 8 2 2 2 2\nleft_child=1 5 3 19 -5 6 8 -8 -1 10 -7 -11 15 14 -14 17 -17 -4 -3 -2 -21 -15 -20\nright_child=2 18 12 4 -6 9 7 -9 -10 11 -12 -13 13 21 -16 16 -18 -19 22 20 -22 -23 -24\nleaf_value=-0.063700088395496818 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25\ninternal_count=6180 127 110 83 58 6053 6032 2887 1838 1049 3145 1261 1884 27 21 25\nis_linear=0\nshrinkage=0.1\n\n\nTree=140\nnum_leaves=26\nnum_cat=0\nsplit_feature=166 249 247 54 248 140 90 238 107 238 37 235 166 166 54 166 247 246 91 51 248 248 252 107 22\nsplit_gain=3.17638 7.79072 7.93891 9.51575 7.38687 5.9247 11.6963 12.4849 7.28926 9.75978 5.97707 5.17835 27.183 17.0807 14.5373 7.35825 17.9588 12.4691 9.99775 5.87881 18.8561 8.28138 4.16993 2.47026 1.31083\nthreshold=5.4006073419307885 528.25480000000016 0.029107500000000005 -1.0000000180025095e-35 0.6598900000000002 8.8235016726566169 0.58399678974318581 46.00802260721305 1.0000000180025095e-35 19.61427087226987 418.54858045667362 59.142313010878112 31.309424106714683 25.647660126167825 0.20230965866991052 5.7560092392014832 0.022238000000000004 0.050023000000000005 0.88821951062025362 -0.019922773208267828 0.8964700000000001 0.91348000000000018 5.8896000000000012e-06 1.5000000000000002 -5.6942651648191811\ndecision_type=2 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28\nis_linear=0\nshrinkage=0.1\n\n\nTree=143\nnum_leaves=12\nnum_cat=0\nsplit_feature=245 50 103 245 43 102 55 166 249 250 246\nsplit_gain=2.90731 11.6598 10.2539 3.51484 2.91473 2.78334 2.72046 4.06994 3.00499 0.607559 0.13129\nthreshold=55.352755484902865 0.027317197879928066 0.23049403919735037 29.041074809671311 -10.180809747979174 0.79082850763548729 0.21410605417292658 5.6442185428336265 21.200400000000005 0.049354000000000009 0.15560000000000004\ndecision_type=2 2 2 2 2 2 2 2 8 10 8\nleft_child=1 2 -1 -3 10 6 8 -8 -6 -7 -2\nright_child=4 3 -4 -5 5 9 7 -9 -10 -11 -12\nleaf_value=0.034636407745884945 0.0081671919912674855 0.0081644262079462512 -0.063090077039071366 0.070393487338806113 0.019424244786897169 0.0033471878666988947 -0.00073747232487926919 0.019528352294883526 -0.0014285189819709442 0.034757581136904823 0.035956103722015645\nleaf_weight=10.000000000000002 10.000000000000002 17 15.999999999999998 21 60 11.000000000000002 251 153 5602 17 11.999999999999998\nleaf_count=10 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36\nis_linear=0\nshrinkage=0.1\n\n\nTree=145\nnum_leaves=16\nnum_cat=0\nsplit_feature=143 98 143 246 246 235 235 46 45 246 235 0 235 84 249\nsplit_gain=2.56935 3.77032 2.9546 9.1905 8.29056 6.98915 3.99962 18.6408 11.8673 9.41262 8.18327 26.7894 8.68213 2.17753 1.61393\nthreshold=3.0948965813177121 14.707431288251902 1.0200694444444445 0.72307000000000021 0.29002500000000003 17.844779279071584 8.425741474517972 -10.831389491953965 -6.8978731342258062 0.087433500000000011 36.293171508032565 1.3500000000000003 39.449924859160099 1.5780914542844777 1253.0946000000001\ndecision_type=2 2 2 10 10 2 2 2 2 10 2 2 2 2 8\nleft_child=2 -2 6 4 5 -4 7 9 -9 -1 11 -8 -12 -6 -3\nright_child=1 14 3 -5 13 -7 10 8 -10 -11 12 -13 -14 -15 -16\nleaf_value=-0.10791541927761679 0.047566423593192894 -0.020433624519984865 0.030093278471292013 -0.073885221908446694 0.065142876824367812 -0.011420165699200745 -0.0067526993981391606 0.03695158582889909 -0.021969302325575805 -0.00079979006637760348 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4438\nis_linear=0\nshrinkage=0.1\n\n\nTree=148\nnum_leaves=15\nnum_cat=0\nsplit_feature=43 238 187 43 234 129 183 250 253 53 53 89 235 0\nsplit_gain=2.82231 7.46196 2.97969 2.78846 4.14094 2.53998 4.76212 4.73036 3.74575 3.25649 8.11148 4.04636 1.39889 1.09503\nthreshold=4.6085374271595017 51.965606105669593 0.82167501259763187 3.8629370958518168 74.78978070109126 3.2881944444444451 19.025862516409358 0.049354000000000009 172.69620422868053 0.022900054061359643 0.039494495101367738 0.42534367151035152 21.150357948628422 1.3500000000000003\ndecision_type=2 2 2 2 2 2 2 10 8 2 2 2 2 2\nleft_child=3 -2 -3 5 -5 9 8 -8 -7 11 -11 -1 -4 -14\nright_child=1 2 12 4 -6 6 7 -9 -10 10 -12 -13 13 -15\nleaf_value=0.01536511528856672 0.068189181890680906 0.029222498770684953 0.014449323297347473 0.012739681396194819 -0.052494554066900879 -0.007225218460186188 0.018672566462738942 -0.039287891842472056 0.053549787767800922 -0.033735318430922735 -0.002165276388295655 -8.8645287243153029e-06 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2.0500000000000003 0.0217094811175499 0.15215271023764884 3.3450000000000002 8.2560000000000009e-05 -0.4097052881381073 0.023743664755834778 12.208168994811833\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2\nleft_child=9 -2 6 4 -4 -5 7 -3 -8 10 13 12 -12 -1 -13 -15\nright_child=1 2 3 5 -6 -7 8 -9 -10 -11 11 14 -14 15 -16 -17\nleaf_value=-0.054962217223666433 0.041445806187389272 0.042421074580093532 -0.082745948365662167 0.057780964866815311 -0.007836701714604757 -0.01230473807505744 -0.0030005021535167427 -0.081946113620178937 0.01903837374174322 0.044754105750988489 -0.027798833591274743 0.0036971117082254161 0.058589822915350691 0.0042825070386954866 -0.030348251183912912 -0.0018275965572085056\nleaf_weight=10.999999999999998 17 12.999999999999998 73 42 90 58 789 31 194 9.9999999999999982 19 140 75 1791 38 2789\nleaf_count=11 17 13 73 42 90 58 789 31 194 10 19 140 75 1791 38 2789\ninternal_value=0 -0.0039957 -0.00490875 -0.0200868 -0.0442288 0.0197081 -0.00086565 -0.0441501 0.00149691 0.00114889 0.000967569 0.0116022 0.0401343 0.000313659 -0.00479867 0.000565872\ninternal_weight=0 1307 1290 263 163 100 1027 44 983 4873 4863 272 94 4591 178 4580\ninternal_count=6180 1307 1290 263 163 100 1027 44 983 4873 4863 272 94 4591 178 4580\nis_linear=0\nshrinkage=0.1\n\n\nTree=150\nnum_leaves=17\nnum_cat=0\nsplit_feature=235 63 67 150 246 111 235 67 96 145 33 10 187 85 51 72\nsplit_gain=2.668 17.0942 23.9558 15.3879 14.6462 7.65761 7.04914 17.6305 6.42409 3.81552 3.60219 3.30305 3.5762 3.8824 3.16599 0.916099\nthreshold=12.526264682419171 0.015056589808281876 -0.25470563033994226 0.029079544098341122 0.087433500000000011 0.13757614384842204 21.150357948628422 -0.062060723659505435 0.97760938764586458 0.64619252873563238 -929.26539038006877 516.50000000000011 -2.1225864395887171 0.9541822064218568 -0.0014331493284469748 -0.12306046380633238\ndecision_type=2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 3 -3 5 -5 8 7 15 -1 -7 -9 12 13 -8 -14 -2\nright_child=6 2 -4 4 -6 9 11 10 -10 -11 -12 -13 14 -15 -16 -17\nleaf_value=0.017492216228284275 -0.0010726252454967876 -0.036251457861269785 0.093840386272088072 -0.11548805046586269 0.0029646709037958203 0.034932661747072095 -0.0553692536197255 0.016381366657038567 -0.050682047901006826 -0.013354353550188568 0.10563316560189413 0.034395560163267135 0.0013227135526797098 -0.0067354603000317594 -0.0048739400815243916 -0.039261281370490446\nleaf_weight=13.999999999999998 10.000000000000002 18 22 21 14.999999999999998 35 12.999999999999998 11.000000000000002 35 19 12.999999999999998 18 4874 70 982 9.9999999999999982\nleaf_count=14 10 18 22 21 15 35 13 11 35 19 13 18 4874 70 982 10\ninternal_value=0 -0.0116103 0.039757 -0.0280684 -0.0762177 -0.00598394 0.000456301 0.036424 -0.0315403 0.0185108 0.0815756 0.000130037 -3.14583e-05 -0.0194874 0.000277052 -0.0268893\ninternal_weight=0 179 40 139 36 103 6001 44 49 54 24 5957 5939 83 5856 20\ninternal_count=6180 179 40 139 36 103 6001 44 49 54 24 5957 5939 83 5856 20\nis_linear=0\nshrinkage=0.1\n\n\nTree=151\nnum_leaves=15\nnum_cat=0\nsplit_feature=148 247 251 100 102 235 217 236 235 65 75 0 164 24\nsplit_gain=2.69936 11.1126 3.64581 2.8182 8.98599 7.27053 4.90554 10.2893 5.30094 2.45738 2.00121 1.52447 1.31532 0.100769\nthreshold=0.32495595500371388 0.019321500000000002 0.0011571500000000002 14.547896787118468 0.52562496124449698 33.740068943746643 1.0000000180025095e-35 50.765051413732223 36.293171508032565 -0.012149319280085478 1.0000715491391305 2.7500000000000004 12.058503625773115 1.2138095238095234\ndecision_type=2 10 8 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 10 12 6 5 -5 8 -8 -4 13 11 -2 -1 -3\nright_child=1 9 3 4 -6 -7 7 -9 -10 -11 -12 -13 -14 -15\nleaf_value=0.045965700943078884 0.014567885961634981 0.053295682365746916 0.0099723729964828096 -0.024562962472461768 -0.065214750185776396 -0.00071250929731690824 0.057044064995059686 -0.029684277180244363 -0.00081246132002591787 0.0035364483867352868 -0.038334749464306185 -0.021583931568662923 0.0033213731519266664 0.014263860050243746\nleaf_weight=13.000000000000002 18 38 501 134 13.999999999999998 1143 31 12.999999999999998 4206 17 19 10.000000000000002 12.999999999999998 9.9999999999999982\nleaf_count=13 18 38 501 134 14 1143 31 13 4206 17 19 10 13 10\ninternal_value=0 0.0147825 -0.000240791 -0.000429136 -0.00455322 -0.00338663 0.000698722 0.0306679 0.000354154 0.0391861 -0.0199208 -0.000625732 0.031489 0.0490253\ninternal_weight=0 112 6068 6042 1291 1277 4751 44 4707 65 47 28 26 48\ninternal_count=6180 112 6068 6042 1291 1277 4751 44 4707 65 47 28 26 48\nis_linear=0\nshrinkage=0.1\n\n\nTree=152\nnum_leaves=11\nnum_cat=0\nsplit_feature=102 142 145 67 95 245 33 24 246 248\nsplit_gain=2.4719 2.38387 2.37401 5.53084 7.81233 4.43697 12.3984 3.72943 2.65802 0.817551\nthreshold=0.79082850763548729 1.0000000180025095e-35 0.53490259740259749 0.2330003283137233 0.9879368345061551 55.352755484902865 21.807920659626078 0.30428995794915414 0.21318500000000004 0.75305500000000014\ndecision_type=2 2 2 2 2 2 2 2 10 8\nleft_child=1 2 3 4 -1 6 -4 -7 -5 -2\nright_child=9 -3 5 8 -6 7 -8 -9 -10 -11\nleaf_value=0.029571360589196391 0.033638121230500882 -0.032253960216333165 0.050698825620454357 -0.024016991487991093 0.0024249801671301636 0.0011244158434652763 -0.037145823979232037 -0.0042218056531327123 0.018699061609206532 0.00023881086301592803\nleaf_weight=133 19.000000000000004 12.999999999999998 41 71 418 3309 14.999999999999998 2141 9.9999999999999982 9.9999999999999982\nleaf_count=133 19 13 41 71 418 3309 15 2141 10 10\ninternal_value=0 -0.000119918 4.92474e-07 0.00575576 0.00938787 -0.000669357 0.025106 -0.000979701 -0.0172681 0.0251354\ninternal_weight=0 6151 6138 632 551 5506 56 5450 81 29\ninternal_count=6180 6151 6138 632 551 5506 56 5450 81 29\nis_linear=0\nshrinkage=0.1\n\n\nTree=153\nnum_leaves=18\nnum_cat=0\nsplit_feature=38 38 165 0 159 102 0 88 42 178 248 33 238 53 238 30 67\nsplit_gain=2.18112 10.0323 10.326 9.70467 11.9256 13.8192 11.6613 13.6548 4.86519 4.33727 4.14111 4.12385 3.51482 37.3125 11.868 2.66965 2.07895\nthreshold=61.356188568080192 73.721256186883195 21.019081165045005 3.7500000000000004 9.6848120411977856 0.27621007432509054 2.7500000000000004 0.8772255881612846 3.1089472839937446 35.618364109007381 0.82402000000000009 -45.486235723798863 46.00802260721305 -0.004550463821892419 51.965606105669593 40.393790856955313 -0.30475425427719871\ndecision_type=2 2 2 2 2 2 2 2 2 2 8 2 2 2 2 2 2\nleft_child=8 2 16 6 5 -5 7 -3 9 12 -4 -8 13 -1 -14 -6 -2\nright_child=1 3 10 4 15 -7 11 -9 -10 -11 -12 -13 14 -15 -16 -17 -18\nleaf_value=0.01903182187775701 0.019992213656081722 -0.033204847419383253 -0.035954106648026785 -0.04034439885466122 0.046108388004346718 0.0078831577446082345 0.090201297822419174 0.0082455483645918603 -0.048988671010910929 -0.046099917716777905 0.023636693621862159 0.0099812423994826982 -0.035554037489057354 -0.030664991859182957 -0.00084876355345300564 -0.0066248185106097248 0.099967286051834428\nleaf_weight=551 11.000000000000002 78 10.000000000000002 150 26 90 12.000000000000002 822 10.999999999999998 10.999999999999998 18 12.999999999999998 91 197 4066 9.9999999999999982 12.999999999999998\nleaf_count=551 11 78 10 150 26 90 12 822 11 11 18 13 91 197 4066 10 13\ninternal_value=0 0.00370128 0.0429327 0.00166217 -0.0144734 -0.0226672 0.00657996 0.00432777 -0.000955677 -0.000748968 -0.0015067 0.0632571 -0.000553676 0.00571134 -0.00169199 0.0332045 0.0799731\ninternal_weight=0 1253 52 1201 276 240 925 900 4927 4916 28 25 4905 748 4157 36 24\ninternal_count=6180 1253 52 1201 276 240 925 900 4927 4916 28 25 4905 748 4157 36 24\nis_linear=0\nshrinkage=0.1\n\n\nTree=154\nnum_leaves=23\nnum_cat=0\nsplit_feature=181 249 172 250 225 79 24 74 187 86 166 60 231 238 71 236 94 253 74 29 250 241\nsplit_gain=2.73299 7.29237 6.30822 6.09386 11.6791 16.0947 11.0724 10.5347 9.59175 11.6649 8.7573 8.72653 8.47923 15.7082 9.29196 6.39403 5.69784 11.0252 26.3167 12.0776 8.65903 6.18386\nthreshold=5.6302454023764161 21.200400000000005 6.5758191852127474 0.05889500000000001 0.052326685660018996 1.023558758314856 1.7770262458087644 -0.50146708025109787 0.98993055555555587 0.56341397540547178 6.4827890144192937 -0.4164646643182584 0.0073286982377891458 51.965606105669593 0.018817109663791628 19.61427087226987 -0.32520803199834358 66.762136848736858 -0.031389853579804221 1.097643097643098 0.39025000000000004 39.602454348709514\ndecision_type=2 8 2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2 10 2\nleft_child=3 2 -2 4 8 6 -6 10 11 -10 -5 -1 14 -14 -9 -7 20 18 -18 -19 21 -3\nright_child=1 16 -4 7 5 15 -8 12 9 -11 -12 -13 13 -15 -16 -17 17 19 -20 -21 -22 -23\nleaf_value=0.00078409755163155606 -0.01062445556926832 -0.038119704210552323 0.069601209301326142 -0.088492282212126558 -0.028929872587319862 0.023136663650902705 -0.0010256875565602106 -0.0027152870252409511 0.018047535773095483 -0.035889146601580976 0.0034749691541549055 0.022143503473591609 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2644\nis_linear=0\nshrinkage=0.1\n\n\nTree=155\nnum_leaves=17\nnum_cat=0\nsplit_feature=250 94 148 62 95 18 135 74 92 0 80 12 248 164 247 72\nsplit_gain=2.43312 2.24145 6.58142 14.4146 6.35863 5.74914 4.29325 10.507 4.06687 3.6455 3.24562 5.46928 4.29981 2.97077 2.20951 1.25679\nthreshold=6.5585000000000015e-07 -0.51005727575018245 0.27074297145427745 0.23014799915948114 2.7343988549826155 0.039164401786134985 5.4094205089443195 -0.21836538268708328 1.1064372832529019 2.7500000000000004 1.580160440613027 4.5699454866121547 0.43750000000000006 24.308522781868344 0.16955500000000004 -0.35845850583802402\ndecision_type=8 2 2 2 2 2 2 2 2 2 2 2 8 2 10 2\nleft_child=-1 2 5 15 -5 8 10 13 -2 -7 12 -12 -3 -8 -9 -4\nright_child=1 6 3 4 -6 9 7 14 -10 -11 11 -13 -14 -15 -16 -17\nleaf_value=0.031678301088019035 -0.0035925282152537256 -0.024210305913965009 0.0042188355488600128 0.06486995429252411 -0.006987026582793732 0.057514805478215913 0.011359386854840014 0.01267396238245116 0.028288427666707139 -0.0057706097506058434 0.006327689633316382 -0.041339758687156121 -0.0018783925887484274 0.092312331719233476 -0.017787926882684515 -0.031500500125805041\nleaf_weight=13.999999999999998 570 78 10.999999999999998 54 12.999999999999998 18 10.000000000000002 45 33 11.000000000000002 719 14.999999999999998 4524 9.9999999999999982 32 23\nleaf_count=14 570 78 11 54 13 18 10 45 33 11 719 15 4524 10 32 23\ninternal_value=0 -0.000223821 0.0049287 0.0273879 0.0518309 0.000968797 -0.000926757 0.0189104 -0.00141479 0.0381854 -0.00132206 0.00481101 -0.00230857 0.0691145 -0.000575 -0.0216118\ninternal_weight=0 6166 733 101 67 632 5433 97 603 29 5336 734 4602 20 77 34\ninternal_count=6180 6166 733 101 67 632 5433 97 603 29 5336 734 4602 20 77 34\nis_linear=0\nshrinkage=0.1\n\n\nTree=156\nnum_leaves=23\nnum_cat=0\nsplit_feature=224 74 236 140 0 235 111 247 165 91 235 242 85 249 132 57 36 24 238 252 0 67\nsplit_gain=2.35971 5.67843 6.35726 4.65645 6.61848 4.21626 12.9597 7.28502 13.5086 10.6527 6.27201 4.08955 3.65242 4.8839 3.45254 3.44154 2.65048 2.23231 1.72066 1.57402 1.1324 0.0547373\nthreshold=0.074368990384615405 0.19459698695095518 19.61427087226987 9.2335956790123479 1.3500000000000003 39.449924859160099 0.15765189930438253 0.018785000000000003 14.157469523954726 1.3928607217981421 36.293171508032565 55.352755484902872 0.69998837116590618 1253.0946000000001 -1.5180092592592589 6.4609465643520485 204.47077875117142 -11.248702422145326 46.00802260721305 2.7915000000000003e-05 1.3500000000000003 0.0055897059436479405\ndecision_type=2 2 2 2 2 2 2 10 2 2 2 2 2 10 2 2 2 2 2 8 2 2\nleft_child=1 11 16 5 -5 6 20 9 -9 -7 -8 -1 13 -13 -14 19 -3 18 -4 -6 -2 -18\nright_child=3 2 17 4 15 7 10 8 -10 -11 -12 12 14 -15 -16 -17 21 -19 -20 -21 -22 -23\nleaf_value=-0.039309035062926448 -0.0082891118132892138 0.0082022990083516004 0.0086223019960511207 0.02294011290412255 0.008640543143915996 0.02186001994839833 0.054540522296987928 -0.00040826214170337793 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613 93 520 271 249 30 5420 5404 136 5268 47 46 42 26 30 63 29\nis_linear=0\nshrinkage=0.1\n\n\nTree=157\nnum_leaves=26\nnum_cat=0\nsplit_feature=155 247 31 234 103 22 236 33 41 60 247 34 165 55 244 46 232 244 109 223 60 34 85 253 253\nsplit_gain=2.25598 3.97343 5.66195 4.50026 12.7017 5.5666 6.56362 4.99106 3.55847 3.00971 5.75465 12.3052 11.5629 10.2583 4.80158 15.9093 5.56405 4.7098 13.6091 4.06664 5.30378 3.16845 2.49015 1.93934 0.963686\nthreshold=0.64521004676672622 0.015806500000000005 11.304765673582441 74.78978070109126 0.16675009190396489 20.233888888888895 50.765051413732223 -778.04180538897765 -0.14322991637483476 -5.0489844551148986 0.024391500000000003 -3.9698429112733602 5.5682780108831329 -0.035697121986049289 30.577161886029867 -1.0000000180025095e-35 0.48380355276907011 44.80746791527568 0.32290313740992577 0.053391053391053413 -5.7054635299159182 -303.15197713057074 1.0672496813392318 66.762136848736858 88.308764302658304\ndecision_type=2 8 2 2 2 2 2 2 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 10 10\nleft_child=1 2 24 4 8 6 -5 -7 -3 10 19 13 -13 -12 15 16 -11 18 -16 -2 -21 -19 -17 -4 -1\nright_child=9 3 23 5 -6 7 -8 -9 -10 14 11 12 -14 -15 17 22 -18 21 -20 20 -22 -23 -24 -25 -26\nleaf_value=-0.0024275397155881107 0.043991629402342795 0.02109042210428597 -0.0032138092118874253 0.023899395911141211 -0.028110845191793389 0.021329795878203762 -0.0057828724430843848 -0.043445278262722237 0.090624944756453371 -0.09259183751638711 0.005165440317252949 -0.051686428358604944 0.013775341745217629 -0.080666135111567255 -0.00079332275097860705 -0.0075380998014670277 -0.010457280231112016 0.0045969946579477779 0.087574084194638635 0.0034753017262592607 -0.043665664089015316 -0.0012950585592313222 0.045300282743832944 -0.056200852088443214 0.029655117523479602\nleaf_weight=15.000000000000002 10.999999999999998 21.999999999999996 11.000000000000002 155 15.999999999999998 9.9999999999999982 130 29 15.000000000000002 17 18 26 98 38 63 10.000000000000002 15.999999999999998 1168 13.999999999999998 197 17 4042 14.999999999999998 17 9.9999999999999982\nleaf_count=15 11 22 11 155 16 10 130 29 15 17 18 26 98 38 63 10 16 1168 14 197 17 4042 15 17 10\ninternal_value=0 0.00687083 -0.0167063 0.0105314 0.0350736 0.00558691 0.010623 -0.0258729 0.0625642 -0.0005581 -0.00876163 -0.0215806 -0.00278339 -0.0564749 7.86973e-05 -0.0263254 -0.0644621 0.00041751 0.0234927 0.00197548 -0.00205172 3.21231e-05 0.0280499 -0.0417082 0.0152118\ninternal_weight=0 430 53 377 53 324 285 39 37 5750 405 180 124 56 5345 58 33 5287 77 225 214 5210 25 28 25\ninternal_count=6180 430 53 377 53 324 285 39 37 5750 405 180 124 56 5345 58 33 5287 77 225 214 5210 25 28 25\nis_linear=0\nshrinkage=0.1\n\n\nTree=158\nnum_leaves=8\nnum_cat=0\nsplit_feature=100 130 240 66 18 224 37\nsplit_gain=2.2193 2.37444 2.5252 3.61115 5.68878 3.76633 1.18436\nthreshold=11.495480066760175 1.3480560279667415 1.0000000180025095e-35 0.058384603013459234 0.0035665754229909055 0.074368990384615405 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0.28684897078076627 6.1473611111111115 1499.7075000000002 514.80503977682099 1.3949498008137879 1.3500000000000003 3266.3598000000006 1.0500000000000003 -2.1053935561542692 7.0714197827764815 1.1500000000000001 -2.8127001273099026 0.29432197961659295 12.208168994811833 1.3500000000000003 12.662346215905984 0.66977374944792378 -0.018657914690219133\ndecision_type=2 2 2 2 8 2 2 2 8 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 19 9 6 8 17 -8 -6 10 11 -2 13 -11 -12 -14 -7 -5 -3 -1\nright_child=3 18 -4 4 5 16 7 -9 -10 12 14 -13 15 -15 -16 -17 -18 -19 -20 -21\nleaf_value=-0.01738868339514343 0.017918868752943119 0.020617144148875749 0.0082211500652928354 0.0080766487967742859 0.069696943884174453 -0.047278126577338125 -0.10190800264706042 -0.010006011918051033 0.021002761240119544 0.027680009926366544 -0.021862690043495909 -0.089701671584762596 0.036200344129954216 -0.10321305628128148 0.041464702702987626 -0.0018077138630896727 0.0065774974255155098 -0.035098185569065937 -0.0025416694674400765 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3.5142 1.22104 1.88534 0.757175 0.307324\nthreshold=11.409311452040315 0.0071120000000000011 46.00802260721305 2.4046109553132982 3.2500000000000004 109.50000000000001 -0.00053146008149155492 0.48741918949329971 17.978577113922334 5.4094205089443195 165.72939563866879 1.0000000180025095e-35 30.577161886029867 44.80746791527568 0.036675041673002395 0.74866475635217589 0.16955500000000004 0.01896770630802273 1.3925195894939135\ndecision_type=2 8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 2\nleft_child=9 17 3 6 7 -6 -3 -4 -5 11 -11 14 -13 -14 18 -12 -17 -2 -1\nright_child=1 2 4 8 5 -7 -8 -9 -10 10 15 12 13 -15 -16 16 -18 -19 -20\nleaf_value=0.013351552019083703 0.048856770581619594 0.017801862281547374 0.0010938510216190794 -0.0042804359674766751 0.00080930958719464059 -0.082408498374190398 -0.051889993680429194 -0.031441082998306391 0.063451085952593744 0.069638848910873616 0.019372785517353108 -0.070221277432704565 0.028461235139842757 3.4413528290124656e-05 -0.0081087394419943129 0.0079487895583539078 -0.027587424047344763 0.0072427568319125522 0.058259052655667866\nleaf_weight=10.000000000000002 17.000000000000004 40 751 27 67 59 42 96 53 15.999999999999998 11.999999999999998 10.999999999999998 54 4848 13.999999999999998 26 17 9.9999999999999982 9.9999999999999982\nleaf_count=10 17 40 751 27 67 59 42 96 53 16 12 11 54 4848 14 26 17 10 10\ninternal_value=0 -0.00394997 -0.0053217 0.0118073 -0.0082647 -0.041352 -0.0196542 -0.00291754 0.042656 0.000702021 0.0219519 0.00035337 0.000104419 0.000404866 0.0281273 -0.000500042 -0.00865479 0.0395672 0.0477404\ninternal_weight=0 1162 1135 162 973 126 82 847 80 5018 71 4947 4913 4902 34 55 43 27 20\ninternal_count=6180 1162 1135 162 973 126 82 847 80 5018 71 4947 4913 4902 34 55 43 27 20\nis_linear=0\nshrinkage=0.1\n\n\nTree=161\nnum_leaves=16\nnum_cat=0\nsplit_feature=147 147 251 22 73 252 166 113 252 84 246 89 34 97 76\nsplit_gain=2.37501 12.227 7.03967 4.07175 3.20483 7.58816 5.96249 5.37869 3.27029 12.4482 5.8906 2.8498 3.16974 2.26352 1.39553\nthreshold=0.49329310425864131 0.49231459717028975 0.0095755000000000024 -7.9353086419753103 0.0089862925434543214 8.2560000000000009e-05 22.007158386208022 1.0000000180025095e-35 4.833000000000001e-07 1.773079522568566 0.32749000000000006 1.1686977481983556 74.086087541116655 11.648307638661343 1.4651659679915443\ndecision_type=2 2 8 2 2 8 2 2 8 2 10 2 2 2 2\nleft_child=1 4 -2 13 8 7 -7 -6 9 -1 -10 12 -5 -4 -15\nright_child=2 -3 3 11 5 6 -8 -9 10 -11 -12 -13 -14 14 -16\nleaf_value=0.017940980659395426 -0.043689256328517924 -0.065342144516234282 -0.0051038754598521797 0.020110492619194412 0.0087990524743593972 0.024876345646921726 -0.023654711902906408 -0.043901481012204188 -0.00098500405271702762 -0.042434728300280583 -0.034187348137564515 -0.025756480131776852 -0.0021372968630678003 0.047479564599609968 0.0048651016205239379\nleaf_weight=236 14.999999999999998 19 10.999999999999998 113 33 188 21 29 5242 30 44 17 130 40 11.999999999999998\nleaf_count=236 15 19 11 113 33 188 21 29 5242 30 44 17 130 40 12\ninternal_value=0 -0.000570705 0.00793259 0.0115699 -0.000247702 0.0101723 0.0191426 -0.018525 -0.00077369 0.00984091 -0.00132541 0.00547757 0.00859434 0.0325182 0.0400163\ninternal_weight=0 5842 338 323 5823 271 209 62 5552 266 5286 260 243 63 52\ninternal_count=6180 5842 338 323 5823 271 209 62 5552 266 5286 260 243 63 52\nis_linear=0\nshrinkage=0.1\n\n\nTree=162\nnum_leaves=18\nnum_cat=0\nsplit_feature=239 166 166 83 183 226 235 2 52 70 0 60 70 70 226 147 64\nsplit_gain=2.02894 13.4253 16.5234 9.54521 11.2847 9.96241 5.19647 34.5175 14.5383 5.59433 8.13896 17.9831 11.5858 6.69478 8.50279 5.68126 4.90006\nthreshold=74.78978070109126 31.309424106714683 25.739436075031165 0.6310452459045589 19.118438728107133 0.026041666666666668 59.142313010878112 35150.000000000007 0.00064552173274247512 0.42213311525477965 1.3500000000000003 -3.4803792165162162 0.46747499517906738 0.34404180824560582 0.020361990950226248 0.48436980860798473 0.028251081121691293\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 3 4 -1 -5 9 8 -8 13 11 -11 -12 15 -15 -2 -10\nright_child=6 -3 -4 5 -6 -7 7 -9 16 10 12 -13 -14 14 -16 -17 -18\nleaf_value=-0.0018732736036444503 0.0018552591492806501 0.058107665623236326 -0.094609969865796631 -0.003158311707360801 0.039293966333341319 -0.034480590487332777 -0.077410248408091645 0.12664777532561425 -0.0081324574654293054 -0.10558094602600716 -0.027844170778758531 0.0081136439030554796 0.011339726393562566 -0.0057718675597603466 0.025924036560657851 -0.0067011012580424903 0.050700036593454394\nleaf_weight=350 3567 23 10.999999999999998 270 72 155 13.999999999999998 13.999999999999998 29 17 121 26 169 130 217 981 13.999999999999998\nleaf_count=350 3567 23 11 270 72 155 14 14 29 17 121 26 169 130 217 981 14\ninternal_value=0 -0.00459613 -0.00692708 -0.00469766 0.00589752 -0.0151118 0.000560771 0.0256955 -0.0143017 0.000171019 -0.012176 -0.0482754 -0.00539258 0.00103408 0.0142204 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9.9999999999999982\nleaf_count=28 16 35 11 20 47 40 814 4852 21 10 26 10 10 21 16 57 14 22 22 47 20 11 10\ninternal_value=0 -0.00441647 -0.00645178 0.0175188 -0.00853739 -0.0335463 -0.00599877 0.000774373 0.0198193 0.0319713 0.0003007 0.024655 0.0233599 0.0370703 -5.96978e-05 -0.000251546 0.0347971 -0.0129077 0.0393102 0.0077877 0.057473 0.00469513 -0.0104766\ninternal_weight=0 1074 1011 75 936 75 861 5106 114 98 4992 63 67 47 4925 4909 53 33 42 57 41 25 20\ninternal_count=6180 1074 1011 75 936 75 861 5106 114 98 4992 63 67 47 4925 4909 53 33 42 57 41 25 20\nis_linear=0\nshrinkage=0.1\n\n\nTree=164\nnum_leaves=17\nnum_cat=0\nsplit_feature=84 84 68 251 154 148 91 253 0 69 205 83 78 247 181 249\nsplit_gain=2.30469 2.98691 5.06245 4.88514 3.79763 3.14301 2.24133 7.46791 6.70383 6.50638 3.1627 4.59091 4.56211 1.38644 1.0061 0.492424\nthreshold=2.6303553824598165 2.0473585727831565 0.067511577435286366 1.2455000000000003 0.65856527523139374 0.20030025782192221 1.2557692058826755 111.36818163850801 1.3500000000000003 -0.08883360931580607 1.0000000180025095e-35 1.2459858653391049 1.0162821248716432 0.049620000000000004 8.4548085014892465 1253.0946000000001\ndecision_type=2 2 2 8 2 2 2 8 2 2 2 2 2 8 2 10\nleft_child=1 6 4 15 -3 -5 10 9 -9 -8 11 -1 -12 -2 -15 -4\nright_child=13 2 3 5 -6 -7 7 8 -10 -11 12 -13 -14 14 -16 -17\nleaf_value=-0.00048511173980180238 -0.0084255020841070265 -0.0017204262584303955 0.03267995584754433 0.016491607044634839 -0.058190827391035961 -0.031913063883998581 -0.060051675654918139 -0.012215101226169714 0.015672996086732685 -0.0034555176545097606 0.034205961731762179 -0.021807487305606329 -0.0060211490626153634 0.034045665887321823 0.0015910040176605096 0.003897967182768912\nleaf_weight=5181 9.9999999999999982 19 22 11.999999999999998 25 34 18 99 435 79 52 93 47 29 13.999999999999998 10.999999999999998\nleaf_count=5181 10 19 22 12 25 34 18 99 435 79 52 93 47 29 14 11\ninternal_value=0 -0.000217221 -0.01504 0.000969174 -0.0386402 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29 25\nis_linear=0\nshrinkage=0.1\n\n\nTree=166\nnum_leaves=19\nnum_cat=0\nsplit_feature=249 95 58 150 47 235 56 23 45 81 236 0 54 140 94 69 80 247\nsplit_gain=2.1998 7.5528 9.1065 5.64851 5.99578 4.52997 17.9818 15.768 11.1803 8.15626 20.357 6.96663 6.28257 11.3572 7.98428 3.88387 3.36971 2.38538\nthreshold=838.89310000000012 0.36968398227468474 -37.668763054031707 0.10141723356009054 8.6104979468493337 70.266857642924407 160.31375074178183 -6.956969542758066 -2.2038590517976604 2.3144516419142964 54.554608939707464 3.7500000000000004 -0.0054652553036021942 17.371728395061734 -0.38640506365914556 -0.19541161255196432 1.7321144469192908 0.018275000000000003\ndecision_type=8 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8\nleft_child=1 -1 15 4 -4 9 7 -7 -9 12 11 -11 13 -2 -14 -3 -5 -17\nright_child=5 2 3 16 -6 6 -8 8 -10 10 -12 -13 14 -15 -16 17 -18 -19\nleaf_value=-0.046062609563411329 0.003874547206967267 0.070958381379584753 -0.0047323384437041906 0.038759377730575195 0.031968492798127177 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238 85 253 249 241 94 44 246 74 0 51 93\nsplit_gain=2.2598 7.19469 6.66531 6.9618 5.98243 6.0486 5.51369 5.19163 4.43725 3.80969 3.303 3.21569 14.7617 6.39899 5.16734 3.64457 4.52688\nthreshold=14.514108269353029 44.80746791527568 -0.15164585342946621 -0.086437735638664151 -0.7219807213105941 38.217948399965721 1.0851852993906972 25.504492970308501 1253.0946000000001 9.7319042979675761 -0.47656571801254449 -14.911759499121471 0.15560000000000004 -0.031389853579804221 3.7500000000000004 0.0042939484226747213 1.4669516100589666\ndecision_type=2 2 2 2 2 2 2 8 8 2 2 2 8 2 2 2 2\nleft_child=9 6 4 8 5 -3 -2 -5 -4 -1 -6 12 13 -11 -14 16 -13\nright_child=1 2 3 7 10 -7 -8 -9 -10 11 -12 15 14 -15 -16 -17 -18\nleaf_value=0.036560081976667408 -0.005303491172682584 0.055413443040352339 0.033743898636125334 0.027823393592675418 0.0076626209802525052 -0.0058950119984927576 0.072606743719193012 -0.0039766389069521109 -0.0052516897593371335 -0.0099917978094823598 0.068084314122767303 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156.38974115359227 27.353946512961599\ndecision_type=2 2 2 2 2 2 2 8 8 2 2 8 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 4 6 26 25 8 -8 -3 -6 -7 13 -13 -5 18 17 -17 -16 19 20 -2 22 -20 -23 -18 -4 -1 -19 -21\nright_child=14 3 5 11 9 10 7 -9 -10 -11 -12 12 -14 -15 15 16 24 27 21 28 -22 23 -24 -25 -26 -27 -28 -29 -30\nleaf_value=0.009494372969857454 0.049399288136234558 0.027400594352522158 -0.031783960796673012 -0.047422980551027706 -0.0099746069963506587 -0.011995675268906988 -0.060764350155707983 0.068725984950588889 -0.0015602208449666075 -0.088912083454165902 0.062616573361346323 0.049573330556430872 -0.031487005645838236 0.014341628889258341 0.063723837666326152 0.028548299055730465 -0.062672294492299593 0.015158632612676593 -0.025352778757690143 -0.089026997296626401 -0.025186931213857535 0.0046931533936066831 0.072970322064445772 -0.0015026312441308455 0.0078246358686986563 0.010269730945920734 -0.017462035794862753 -0.0064154461520354329 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22\nis_linear=0\nshrinkage=0.1\n\n\nTree=174\nnum_leaves=13\nnum_cat=0\nsplit_feature=14 76 239 22 143 85 69 152 82 154 17 238\nsplit_gain=2.14314 3.72588 2.10434 4.50717 2.13692 4.42455 3.17962 2.75093 5.85381 2.30502 1.86909 0.696458\nthreshold=148.89564537815627 0.91277627070707357 46.445220700660499 5.8105316200554302 3.0092852418745277 1.330632264091592 0.036619259740160205 0.00028571428571460509 0.73875189065937552 0.87467027861672675 0.0047962127426428259 51.965606105669593\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 -1 3 -2 7 6 -6 9 -9 -4 -3 -7\nright_child=2 10 4 -5 5 11 -8 8 -10 -11 -12 -13\nleaf_value=-0.016807765436895571 -0.051203380931899689 0.059772914239974433 0.00037253874356773034 0.017149919414570974 0.055220255700263836 0.005651839949028163 0.002448291064628059 0.021327217938776569 -0.036227991303848066 -0.011943752509852204 0.0032615372892499648 -0.020975635519701878\nleaf_weight=10.000000000000002 13.000000000000002 10.000000000000002 5850 9.9999999999999982 20 10.000000000000002 20 18 46 146 9.9999999999999982 17\nleaf_count=10 13 10 5850 10 20 10 20 18 46 146 10 17\ninternal_value=0 0.0231133 -0.000108715 -0.0252933 2.68857e-05 0.0165812 0.0346011 -0.000183155 -0.019346 5.32554e-05 0.042023 -0.0122515\ninternal_weight=0 30 6150 23 6127 67 40 6060 64 5996 20 27\ninternal_count=6180 30 6150 23 6127 67 40 6060 64 5996 20 27\nis_linear=0\nshrinkage=0.1\n\n\nTree=175\nnum_leaves=15\nnum_cat=0\nsplit_feature=0 64 86 26 82 251 84 70 145 224 238 31 236 145\nsplit_gain=2.03327 11.6829 5.09469 4.93725 2.30305 2.2764 10.1694 8.90894 7.59983 2.63563 11.2149 2.96845 0.932685 0.567919\nthreshold=4.1000000000000005 0.0099838030771636308 0.51162158990743789 10.310581292020858 0.92842751978745797 43.965000000000011 1.0799744899906691 0.027346572638191024 0.59541316526610655 0.12027588813303099 46.00802260721305 10.15689981096409 54.554608939707464 0.59188596491228085\ndecision_type=2 2 2 2 2 10 2 2 2 2 2 2 2 2\nleft_child=3 4 -3 5 -2 9 8 -8 -7 11 -11 -1 -5 -6\nright_child=1 2 -4 12 13 6 7 -9 -10 10 -12 -13 -14 -15\nleaf_value=-0.0020900899534965428 -0.011283242302708494 -0.00041652678697427212 -0.082464278973178595 0.044948025086442162 0.0063713960562531008 0.01305959536617288 -0.01274170515173953 0.037551335595863454 -0.049140696724052121 0.063536243458130068 -0.0068342950950896807 0.0029303761412067856 0.0044018265719800633 0.043260479983780131\nleaf_weight=4151 10.999999999999998 11.000000000000002 14.999999999999998 19.000000000000004 10.000000000000002 30 44 110 33 23 67 1633 9.9999999999999982 12.999999999999998\nleaf_count=4151 11 11 15 19 10 30 44 110 33 23 67 1633 10 13\ninternal_value=0 -0.0169269 -0.0575098 0.000213241 0.0201243 -1.38271e-05 0.00981252 0.0232811 -0.0217899 -0.000392896 0.0157046 -0.000670048 0.0356802 0.0340127\ninternal_weight=0 60 26 6120 34 6091 217 154 63 5874 90 5784 29 23\ninternal_count=6180 60 26 6120 34 6091 217 154 63 5874 90 5784 29 23\nis_linear=0\nshrinkage=0.1\n\n\nTree=176\nnum_leaves=8\nnum_cat=0\nsplit_feature=0 72 26 253 249 241 236\nsplit_gain=2.0295 3.98449 3.03093 2.03538 2.78726 2.74992 0.558364\nthreshold=6.5000000000000009 -0.18583442819044624 10.310581292020858 11.076416223407803 17.348800000000004 9.7319042979675761 54.554608939707464\ndecision_type=2 2 2 8 8 2 2\nleft_child=2 -2 3 -1 -5 -6 -4\nright_child=1 -3 6 4 5 -7 -8\nleaf_value=0.028473837779859613 0.01105796135242584 -0.053455209576352428 0.035149247611269592 -0.034129524053595303 0.033799347883045616 -0.00011691066017261085 0.0035649372907290023\nleaf_weight=14.999999999999998 13.000000000000002 9.9999999999999982 19.000000000000004 13.999999999999998 13.999999999999998 6085 9.9999999999999982\nleaf_count=15 13 10 19 14 14 6085 10\ninternal_value=0 -0.02469 0.000175446 -1.40905e-06 -0.00011767 1.61424e-05 0.0279648\ninternal_weight=0 23 6157 6128 6113 6099 29\ninternal_count=6180 23 6157 6128 6113 6099 29\nis_linear=0\nshrinkage=0.1\n\n\nTree=177\nnum_leaves=19\nnum_cat=0\nsplit_feature=241 185 189 172 19 246 99 236 253 224 251 238 224 246 0 167 248 155\nsplit_gain=1.8424 7.02685 6.90261 6.18753 2.09081 6.9368 5.37685 17.0396 5.18447 3.70088 11.6239 12.987 5.13921 4.45554 4.30451 2.05658 1.94471 1.42625\nthreshold=39.602454348709514 15.147859819853869 1.4713040910808768 5.7432605419544878 -11.403471765651252 0.37798000000000004 2.4241111870147112 50.765051413732223 88.308764302658304 0.093794515669515702 1.2455000000000003 46.00802260721305 0.074368990384615405 0.42624000000000006 1.0500000000000003 5.7217199140661839 0.99813000000000007 0.78867469208884433\ndecision_type=2 2 2 2 2 10 2 2 8 2 10 2 2 10 2 2 8 2\nleft_child=1 3 -3 15 5 6 7 -2 -8 12 11 -11 13 -6 -14 -1 -17 -5\nright_child=4 2 -4 17 9 -7 8 -9 -10 10 -12 -13 14 -15 -16 16 -18 -19\nleaf_value=0.012396480180321374 0.058520112773892213 -0.086234959626038971 0.0015658170823012654 0.0051668412638072592 0.0012216477541053324 -0.051621971891371778 0.012277682845577271 -0.015923120082540963 -0.006744969247705521 -0.016957136762712748 -0.045769146960489213 0.042348006474499371 0.012084919297875222 0.026490409806855082 -0.016333821936302725 -0.035267985567311061 0.0034350461203250283 0.055100599760666773\nleaf_weight=15.999999999999998 46 11.000000000000002 14.999999999999998 11.000000000000002 4200 19 157 61 1022 47 18 109 58 61 272 29 17 10.999999999999998\nleaf_count=16 46 11 15 11 4200 19 157 61 1022 47 18 109 58 61 272 29 17 11\ninternal_value=0 -0.0122214 -0.0492164 0.00324702 0.000291123 -0.00324022 -0.0021326 0.0183469 -0.00412989 0.00126302 0.0151702 0.0245353 0.000704106 0.00164457 -0.0111305 -0.0133388 -0.0229054 0.0395505\ninternal_weight=0 110 26 84 6070 1305 1286 107 1179 4765 174 156 4591 4261 330 62 46 22\ninternal_count=6180 110 26 84 6070 1305 1286 107 1179 4765 174 156 4591 4261 330 62 46 22\nis_linear=0\nshrinkage=0.1\n\n\nTree=178\nnum_leaves=18\nnum_cat=0\nsplit_feature=250 32 150 248 180 225 71 253 33 246 38 158 252 192 178 232 155\nsplit_gain=1.6321 9.04092 8.48204 5.41202 4.93665 4.21424 3.85208 3.2625 7.338 2.88464 9.50966 2.81399 2.67868 2.39915 1.74397 1.72939 0.75875\nthreshold=9.5230000000000018e-06 -86.194335517494309 0.025449437084775428 0.99418000000000017 5.9921365573115031 0.051967011814682072 0.14156431803490618 15.768044682159102 -211.35104437327729 3.1495500000000005 12.841277417522663 9.8419630571794539 9.9075000000000019e-08 0.53210145155318533 18.488571973114158 0.38750000000000007 0.83774438903211401\ndecision_type=8 2 2 10 2 2 2 8 2 10 2 2 8 2 2 2 2\nleft_child=1 4 5 -4 -1 11 -5 8 -2 12 -11 -3 -9 -14 -7 -10 -6\nright_child=7 2 3 6 16 14 -8 9 15 10 -12 -13 13 -15 -16 -17 -18\nleaf_value=-0.058515542527237424 0.023524951641047238 0.031317241520651316 -0.002091026807605559 0.0067265509209072484 0.015832249462638583 -0.043818507257768251 0.080994831863949554 0.032118746408320874 -0.011097505236172603 -0.073819015996109974 0.027325466297984193 -0.0057757296110204663 -0.00035193212643030959 0.013281914514939642 0.0017935148072810089 -0.073799490403248333 -0.01002049309789152\nleaf_weight=15.999999999999998 11.999999999999998 33 14.999999999999998 10.999999999999998 11.000000000000002 13 27 15.999999999999998 11.000000000000002 10.000000000000002 9.9999999999999982 34 5802 122 12 9.9999999999999982 14.999999999999998\nleaf_count=16 12 33 15 11 11 13 27 16 11 10 10 34 5802 122 12 10 15\ninternal_value=0 0.00898727 0.0207092 0.0489808 -0.0276815 0.00121707 0.0653764 -0.00026295 -0.027709 -6.48242e-05 -0.0309957 0.0141884 9.12388e-05 -4.92445e-05 -0.0276677 -0.0551302 0.0022768\ninternal_weight=0 187 145 53 42 92 38 5993 33 5960 20 67 5940 5924 25 21 26\ninternal_count=6180 187 145 53 42 92 38 5993 33 5960 20 67 5940 5924 25 21 26\nis_linear=0\nshrinkage=0.1\n\n\nTree=179\nnum_leaves=24\nnum_cat=0\nsplit_feature=80 249 96 235 74 190 235 49 49 61 2 50 74 238 17 113 14 248 52 40 251 73 29\nsplit_gain=1.6555 5.58724 7.28973 5.45554 13.1745 11.988 10.2791 9.87615 9.02826 4.38385 10.8607 8.45877 5.09683 6.75258 45.66 14.3018 4.36063 4.32154 6.3162 5.31695 4.06279 2.84847 2.48464\nthreshold=1.2 7058.4401000000007 0.98415173705343306 39.449924859160099 -0.57976155003815111 -1.2542675658226259 48.597025441250928 -3.6658949202593578 17.896012964281763 -0.044727041803526088 242.00000000000003 0.037575733201422212 -0.14369073575469868 51.965606105669593 0.024165996493501159 1.5000000000000002 154.2727249324322 0.8964700000000001 0.0013934883248553802 0.45514430739796236 224.08565000000002 -0.056808345058034511 -0.0028450947518163395\ndecision_type=2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 10 2 2\nleft_child=1 3 21 4 -1 -6 7 -5 -8 10 11 -2 16 14 -14 -15 22 19 -19 -12 -18 -3 -11\nright_child=9 2 -4 6 5 -7 8 -9 -10 12 17 -13 13 15 -16 -17 20 18 -20 -21 -22 -23 -24\nleaf_value=-0.081899348992359192 -0.0068449042316627746 0.084437375365089898 -0.012527887166753657 -0.010641819421746903 -0.073345487956232122 -0.0009245645908593132 0.0014599064493540932 0.081537045163014549 0.046785158969156776 -0.0034797684061585749 0.018003003018346335 -0.10911161242732022 0.00096535500654895332 -0.0044638836261419873 -0.082345420949191062 0.015414042429409242 0.011254252757301913 -0.063249145423794298 -0.00065797952069695555 -0.030328242317711043 -0.035065458407828563 0.0091102626491267099 -0.04143397527674561\nleaf_weight=12.999999999999998 15.999999999999998 11.999999999999998 15.999999999999998 14.999999999999998 13.999999999999998 486 1924 22 35 144 88 10.000000000000002 369 1760 70 445 632 15.999999999999998 43 20 9.9999999999999982 10.000000000000002 9.9999999999999982\nleaf_count=13 16 12 16 15 14 486 1924 22 35 144 88 10 369 1760 70 445 632 16 43 20 10 10 10\ninternal_value=0 0.00190984 0.0357105 0.00125819 -0.00784428 -0.00435074 0.00362509 0.049854 0.0025032 -0.00140961 -0.0156902 -0.0655611 -0.000565244 -0.00267877 -0.0138569 -0.000400761 0.00640119 -0.00466047 -0.0243384 0.00724108 0.010006 0.0637446 -0.00832051\ninternal_weight=0 2547 38 2509 513 500 1996 37 1959 3633 193 26 3440 2644 439 2205 796 167 59 108 642 22 154\ninternal_count=6180 2547 38 2509 513 500 1996 37 1959 3633 193 26 3440 2644 439 2205 796 167 59 108 642 22 154\nis_linear=0\nshrinkage=0.1\n\n\nTree=180\nnum_leaves=21\nnum_cat=0\nsplit_feature=236 35 11 12 101 238 226 236 147 88 145 236 58 92 64 70 236 223 54 51\nsplit_gain=2.1041 17.1049 14.6978 12.335 11.5064 10.3781 9.01325 9.26835 76.0937 18.1925 8.95625 26.904 13.8262 8.65694 8.25039 7.9896 4.80523 18.2487 3.26748 0.620332\nthreshold=44.80746791527568 1305.8177492082314 1.6359996570644719 1.5249172870140615 4.0544760675885261 38.217948399965721 0.030830208333333334 50.765051413732223 0.46833074036198458 1.5063396136826535 0.61873433583959914 54.554608939707464 -65.729538350916457 1.0278662714264775 0.084632832323585011 0.17822851329608183 54.554608939707464 0.14717348927875251 -0.0064909322401944048 -0.0091311904453652126\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 -1 5 14 -2 10 8 -8 -9 12 -12 -5 -6 -4 -3 17 -7 -18 -17\nright_child=3 15 4 6 13 16 7 9 -10 -11 11 -13 -14 -15 -16 19 18 -19 -20 -21\nleaf_value=0.066409966292526004 0.02727958637662848 -0.10468414595545242 -0.0020437991191096143 0.076209550353878663 -0.048981017811683708 0.0014768205224548199 0.13450792198219996 -0.0055621861617986979 -0.068447440451696165 -0.078555568810768361 0.037381080516307827 0.0015675733482305408 -0.00037251824660395217 0.019312769228943164 0.01888380221814108 -0.026879722362758054 -0.039405197593598194 -0.10961628115334439 -0.0009296906088119974 0.00013357513721262967\nleaf_weight=22 24 11.999999999999998 2607 13.999999999999998 73 27 25 716 30 26 308 619 1326 18 193 25.999999999999996 29 22 52 11.000000000000002\nleaf_count=22 24 12 2607 14 73 27 25 716 30 26 308 619 1326 18 193 26 29 22 52 11\ninternal_value=0 -0.00208031 -0.00099718 0.00160726 -0.00173729 -0.0251221 0.00302806 -0.00606725 0.0303058 -0.00913052 0.00623827 0.0137387 0.000986181 -0.0348977 -0.000539221 -0.0553884 -0.0360537 -0.0585268 -0.0175214 -0.020529\ninternal_weight=0 2962 2913 3218 2891 154 3064 797 55 742 2267 927 1340 91 2800 49 130 49 81 37\ninternal_count=6180 2962 2913 3218 2891 154 3064 797 55 742 2267 927 1340 91 2800 49 130 49 81 37\nis_linear=0\nshrinkage=0.1\n\n\nTree=181\nnum_leaves=27\nnum_cat=0\nsplit_feature=43 225 247 238 58 81 241 13 190 148 158 16 0 69 49 71 231 164 50 234 234 78 32 17 60 251\nsplit_gain=2.05662 8.58014 12.3357 9.04323 18.3031 16.1447 8.90171 15.7326 10.9692 4.94405 4.15362 3.65239 6.77106 12.6949 11.3326 9.35918 8.12986 4.99472 4.6991 4.41824 12.1604 17.0743 11.1074 4.87958 11.7012 4.7202\nthreshold=-0.91326382978402088 0.025434782608695649 0.16955500000000004 33.341313278210301 -3.4382396585131398 1.8502421758569303 69.713030329679484 1.7805008256037465 2.9983587910472838 0.22481510294715998 14.524724083355453 0.062297963982542552 1.0500000000000003 -0.093067597473988101 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0.012870563447324155 -0.064353604091775679 -0.0053986019071634288 -0.075681986652662639 0.0027905049493095278\nleaf_weight=15.999999999999998 112 34 10.999999999999998 110 20 14.999999999999998 1033 13.999999999999998 121 11.999999999999998 13.000000000000002 103 17.000000000000004 14.000000000000002 291 172 11.999999999999998 14.999999999999998 27 363 10.000000000000002 11.999999999999998 13.999999999999998 292 15.999999999999998 3311\nleaf_count=16 112 34 11 110 20 15 1033 14 121 12 13 103 17 14 291 172 12 15 27 363 10 12 14 292 16 3311\ninternal_value=0 0.0031641 -0.0375704 0.00462873 -0.0259067 -0.0598472 0.00675019 -0.0177712 0.00951511 0.0279399 0.00351397 -0.00118209 -0.00808369 0.00943201 -0.0138194 -0.00924232 -0.0657876 0.0595285 -0.00519716 -7.73102e-05 -0.016478 -0.0715409 -0.00231043 0.00057201 -0.0113148 0.00159652\ninternal_weight=0 1399 40 1359 81 49 1278 124 1154 32 29 4781 651 159 492 463 29 29 130 4130 148 22 126 3982 308 3674\ninternal_count=6180 1399 40 1359 81 49 1278 124 1154 32 29 4781 651 159 492 463 29 29 130 4130 148 22 126 3982 308 3674\nis_linear=0\nshrinkage=0.1\n\n\nTree=182\nnum_leaves=21\nnum_cat=0\nsplit_feature=244 110 244 182 64 85 25 247 133 0 68 80 250 251 249 14 179 145 68 31\nsplit_gain=2.38136 6.90876 6.86554 9.68618 6.55509 3.22281 2.81718 3.56675 2.93331 3.1348 2.66293 2.6139 7.55472 6.2541 4.6008 10.6129 4.22343 2.07334 1.10142 0.95517\nthreshold=44.80746791527568 0.23603394943506126 30.577161886029867 6.9857045911839082 0.098959861327202289 1.1092512700575441 -15.689488320889907 0.049620000000000004 1.9750308641975314 1.3500000000000003 -0.039557964608149053 1.2224179292929294 0.86125000000000018 1065.5000000000002 5265.1729000000005 159.58631646818654 26.365402299451329 0.59752415458937203 -0.067845316624630905 13.630506245890865\ndecision_type=2 2 2 2 2 2 2 8 2 2 2 2 10 10 10 2 2 2 2 2\nleft_child=1 5 3 17 10 18 7 -2 9 -9 -4 12 13 -8 16 -16 -13 -3 -1 -7\nright_child=6 2 4 -5 -6 19 11 8 -10 -11 -12 14 -14 -15 15 -17 -18 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238 2066 176 737 540 197\nis_linear=0\nshrinkage=0.1\n\n\nTree=184\nnum_leaves=11\nnum_cat=0\nsplit_feature=244 244 244 109 147 227 22 92 142 128\nsplit_gain=2.76237 7.5754 3.67395 6.53159 3.45988 2.85073 2.76863 2.45357 2.40443 2.22891\nthreshold=1.0000000180025095e-35 30.577161886029867 44.80746791527568 0.32290313740992577 0.47921671165064772 0.022831632653061224 -9.2140049957109387 1.0074466908794826 1.0000000180025095e-35 4.5399705530360306\ndecision_type=2 2 2 2 2 2 2 2 2 2\nleft_child=4 -2 3 6 5 7 -3 -1 9 -4\nright_child=1 2 8 -5 -6 -7 -8 -9 -10 -11\nleaf_value=0.061975794551199642 -0.058840844949311959 0.022327414864553898 0.00068032381144210539 0.064695499993511832 -0.018121593150817565 -0.0036356626421151454 -0.013530600420538936 0.002084460566242701 -0.034134200019406452 -0.0042588531054109213\nleaf_weight=18.000000000000004 11.999999999999998 30 4911 13.999999999999998 10.999999999999998 13.999999999999998 37 9.9999999999999982 10.999999999999998 1112\nleaf_count=18 12 30 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5224\nleaf_count=15 11 18 12 12 10 17 19 10 806 26 5224\ninternal_value=0 0.0211713 0.0400623 -0.00023269 -0.0251508 -8.98977e-05 -0.00460552 -0.0450018 -0.00300225 0.000643623 0.00047691\ninternal_weight=0 41 23 6139 25 6114 847 22 825 5267 5250\ninternal_count=6180 41 23 6139 25 6114 847 22 825 5267 5250\nis_linear=0\nshrinkage=0.1\n\n\nTree=187\nnum_leaves=16\nnum_cat=0\nsplit_feature=142 17 238 56 103 238 45 27 180 44 0 148 34 240 229\nsplit_gain=1.94342 1.76182 6.95216 24.1669 14.5727 10.0525 31.3726 9.89499 4.76873 3.9486 18.9142 13.1473 9.2126 5.02184 4.27661\nthreshold=1.0000000180025095e-35 -0.023008325377917169 38.217948399965721 80.399071982777812 0.17256335622680882 46.00802260721305 -20.384918591238698 2.3510192837465582 4.8521606319990562 4.471963871689657 2.0500000000000003 0.24206087312752075 -3.9698429112733602 1.0000000180025095e-35 0.020203451751070797\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 3 4 -1 6 -4 -7 -5 13 12 -12 -11 -3 -15\nright_child=-2 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2.2626536123708751 12.208168994811833 -0.35653701855953263 -0.23441592441011022 1.3500000000000003 21.150357948628422 1.3894587206654505 8.319428613938932 1.1500000000000001 -0.32937759826152685 -0.46796942180383289 36.293171508032565 -0.16154039313456542 1.1122570990734166 -0.016342222580911357 7.5303345683093683 5.5682780108831329 100.27945478408012 51.965606105669593 0.1611795857988173 0.0098765432098765361 0.00055376474007548515\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2 2\nleft_child=11 2 7 4 24 -6 -5 10 -9 -8 -2 12 13 14 -1 16 -14 -17 19 21 -21 -13 -20 -4 -3\nright_child=1 3 23 6 5 -7 9 8 -10 -11 -12 18 15 -15 -16 17 -18 -19 22 20 -22 -23 -24 -25 -26\nleaf_value=-0.011517320996819125 0.02140511825519922 0.055782014466743093 -0.0013079469760157434 0.054994789917318265 -0.015633951750318995 0.014976870014833261 0.0040998040620615307 0.0033404625077388624 0.072893562871547482 -0.028553362033465663 -0.022953942684809242 -0.0057072318039664153 0.12511733930879662 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10.3394 4.30458 3.34068 5.03269 10.4372 9.7796 2.682 9.99141 2.73683 0.380026\nthreshold=-8.0090634174365647 10.1574934132452 -0.037631695083908352 0.010329500000000002 2.6651234567901239 33.740068943746643 36.293171508032565 17.844779279071584 6.3008491790804717 1.0000000180025095e-35 -581.05163440467481 0.00013569000000000002 19.61427087226987 0.64528508771929838 1.2455000000000003 0.0023950318476216553 -6.385810623660932\ndecision_type=2 2 2 8 2 2 2 2 2 2 2 10 2 2 8 2 2\nleft_child=1 3 16 4 -1 7 -7 -5 -6 -2 11 12 -11 15 -15 -12 -3\nright_child=9 2 -4 5 8 6 -8 -9 -10 10 13 -13 -14 14 -16 -17 -18\nleaf_value=0.03403307714321837 -0.040962613265251545 0.0078170914365933621 0.05886394718251569 0.023757314663973534 -0.0083872969523289542 0.076250182245831744 0.0049140038644172046 -0.021078165246798619 -0.049181435889769046 -0.032685408727047262 0.00064540427260685216 -0.036101647627018098 0.045367254125430245 0.0076405098976072283 -0.022367940371594449 -0.0057190361131955218 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0.16081\nthreshold=-0.91326382978402088 0.025434782608695649 0.049620000000000004 3.7500000000000004 -0.32566581764073504 8.6305000000000022e-05 54.046094910793151 2.1241439446366774 -0.17313901507429583 0.0014908737672642103 51.965606105669593 19.181018245803152 -5.9077929340590538 1.3500000000000003 3.8597424902208468 1.3821954270770145 0.063597883597883612 1.1016435109512916 39.449924859160099 0.067375000000000004 -0.3928785741841756 1.3605091646165863 -4.9964897654262357\ndecision_type=2 2 8 2 2 10 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 2\nleft_child=1 2 -1 -4 22 7 -7 -6 9 10 12 -12 -2 -11 -15 16 18 -18 -10 21 -21 -17 -3\nright_child=8 4 3 -5 5 6 -8 -9 15 13 11 -13 -14 14 -16 19 17 -19 -20 20 -22 -23 -24\nleaf_value=0.028498066000182645 -0.015265080191082065 0.014967329362213986 -0.079941455597108996 0.0060706544075039724 0.0032000202415760053 0.0012894265240195337 0.068135042162033782 -0.030835940781739193 -0.017315371027047593 -0.018403036688650121 -0.023887232121893545 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2246 1018 1228 21\nis_linear=0\nshrinkage=0.1\n\n\nTree=195\nnum_leaves=16\nnum_cat=0\nsplit_feature=71 0 57 238 132 46 71 0 49 48 0 244 43 235 248\nsplit_gain=2.36072 5.58915 6.04204 5.09891 27.7527 6.35287 3.52249 7.50758 2.75683 5.21882 8.64071 2.95073 5.80962 3.79934 1.8843\nthreshold=0.36135223845782166 4.2500000000000009 -3.004164501346366 19.61427087226987 -0.21058358528596574 -24.626689353439094 0.35764807066480725 2.7500000000000004 4.7361063608420366 4.0372128407443295 2.7500000000000004 44.80746791527568 1.2302743369521514 70.266857642924407 0.5867500000000001\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 8\nleft_child=6 2 14 4 -4 -5 8 -8 11 10 -10 12 -1 -13 -2\nright_child=1 -3 3 5 -6 -7 7 -9 9 -11 -12 13 -14 -15 -16\nleaf_value=0.030689981230278891 -0.054038620244478211 -0.045615189749748673 -0.077164974284443799 0.031107403519047658 0.021381177954444549 0.0048032031878829746 -0.061170278438289982 0.02383169816912932 0.01426790242816787 0.052491134691743636 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575 560 510 467 43 5039 65 43 23 37 4974 1314 728 586 3660 3606 54 20 22\nis_linear=0\nshrinkage=0.1\n\n\nTree=197\nnum_leaves=25\nnum_cat=0\nsplit_feature=90 76 57 28 49 0 23 25 90 90 236 173 226 0 0 236 238 153 246 145 247 48 250 183\nsplit_gain=1.86492 6.49302 9.9843 7.57007 4.44372 4.29079 6.62269 5.89161 2.53628 6.28378 8.65811 4.78308 7.45044 8.4492 4.51702 24.318 6.8799 4.25568 11.6781 7.50319 2.25968 3.57219 1.71272 1.83395\nthreshold=1.222424438227159 0.97984887877017368 -1.4339406954522738 -0.47724946460065526 2.5380027600919601 3.7500000000000004 -1.4287918871252199 -0.16406249999999997 0.77025615843332196 0.76328286964531011 54.554608939707464 9.9485209532235697 0.027703900709219857 1.0500000000000003 2.0500000000000003 19.61427087226987 1.0000000180025095e-35 3.4725212371577991 0.031798500000000007 0.51726190476190492 0.049620000000000004 -6.3458544175515383 0.03333500000000001 12.040157925225445\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 2 8 2 8 2\nleft_child=8 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36\nleaf_count=86 86 20 11 10 15 21 62 25 10 13 10 14 15 60 68 576 2032 26 165 2779 12 16 12 36\ninternal_value=0 -0.00735547 -0.0288682 -0.0674492 0.00156484 -0.00520021 -0.0134125 0.0188988 0.000305091 -0.0016685 -0.0450766 0.00249302 0.0240857 0.00711738 0.00169087 -0.00555472 0.00399189 -0.00119585 -0.0134095 -5.91841e-05 0.0273087 0.0403374 -0.0023186 -0.0108971\ninternal_weight=0 326 89 30 237 194 148 46 5854 3079 23 2775 89 74 2686 644 2042 3056 251 2805 43 28 59 48\ninternal_count=6180 326 89 30 237 194 148 46 5854 3079 23 2775 89 74 2686 644 2042 3056 251 2805 43 28 59 48\nis_linear=0\nshrinkage=0.1\n\n\nTree=198\nnum_leaves=15\nnum_cat=0\nsplit_feature=14 96 30 95 0 248 253 154 244 40 87 0 90 60\nsplit_gain=1.4592 3.29405 1.48252 5.33531 5.82212 4.02096 7.78392 4.02673 3.64556 13.9956 8.43891 3.29379 15.1269 8.04968\nthreshold=148.89564537815627 1.751587618832062 -3.3606665705497862 0.3696885089270594 1.3500000000000003 0.87459000000000009 111.36818163850801 0.85205045912650856 55.352755484902865 2.9358267276816523 1.1472002467632758 1.3500000000000003 0.62717901483299932 7.8164365692853108\ndecision_type=2 2 2 2 2 10 8 2 2 2 2 2 2 2\nleft_child=1 -1 3 4 -2 7 -7 -5 9 10 -4 12 -10 -13\nright_child=2 -3 8 5 -6 6 -8 -9 11 -11 -12 13 -14 -15\nleaf_value=0.044056525093794777 0.016804354561467606 -0.0096171764604339877 -0.0168910576641788 0.0035011283723410877 -0.056434123881600663 0.0015151075295886602 -0.045500886239855917 0.036081607777662242 -0.03347645980317579 -0.085363733270704734 0.019852656148374909 0.0004914133042433703 0.00052381062285526236 0.062611598923619088\nleaf_weight=13.000000000000002 10.999999999999998 17 187 1652 21 123 39 29 153 13.999999999999998 82 3166 662 10.999999999999998\nleaf_count=13 11 17 187 1652 21 123 39 29 153 14 82 3166 662 11\ninternal_value=0 0.0188409 -0.000321016 0.00201669 -0.0332516 0.00280519 -0.0117909 0.00427325 -0.00134864 -0.0121154 -0.00538027 -0.000556994 -0.00618747 0.000902282\ninternal_weight=0 30 6150 1875 32 1843 162 1681 4275 283 269 3992 815 3177\ninternal_count=6180 30 6150 1875 32 1843 162 1681 4275 283 269 3992 815 3177\nis_linear=0\nshrinkage=0.1\n\n\nTree=199\nnum_leaves=13\nnum_cat=0\nsplit_feature=244 244 145 148 192 85 236 252 217 0 18 186\nsplit_gain=1.65442 3.9838 1.93154 1.9924 1.76152 3.92662 17.0313 6.25767 2.98535 4.02655 3.6314 0.30614\nthreshold=1.0000000180025095e-35 30.577161886029867 0.61803405572755432 0.24242278202263309 0.19399952750323468 1.1092512700575441 54.554608939707464 1.2655000000000002e-06 1.0000000180025095e-35 3.7500000000000004 -0.4097052881381073 0.91937620727303326\ndecision_type=2 2 2 2 2 2 2 8 2 2 2 2\nleft_child=2 -2 11 -4 8 7 -7 -6 10 -10 -3 -1\nright_child=1 4 3 -5 5 6 -8 -9 9 -11 -12 -13\nleaf_value=-0.0090172384345489128 -0.042824170620152979 -0.041078841363853903 0.052479238051778114 0.0012201110767348852 -0.035049395103112717 -0.026611853707899577 0.022558565885530322 0.0016104097619196055 0.037278376632728157 -0.019544319059591437 0.00059756000313153986 0.0067135739396657068\nleaf_weight=16.000000000000004 11.999999999999998 10.999999999999998 10.000000000000002 12.999999999999998 39 236 90 926 36 9.9999999999999982 4767 13.999999999999998\nleaf_count=16 12 11 10 13 39 236 90 926 36 10 4767 14\ninternal_value=0 -0.000346596 0.0159417 0.032656 -0.000193458 -0.00345944 -0.0127698 -0.000215463 0.000685935 0.0236414 0.000416017 -0.00183306\ninternal_weight=0 6127 53 23 6115 1291 326 965 4824 46 4778 30\ninternal_count=6180 6127 53 23 6115 1291 326 965 4824 46 4778 30\nis_linear=0\nshrinkage=0.1\n\n\nend of trees\n\nfeature_importances:\nDuration_(days)=196\nChironomus_riparius=185\nWater_Solubility_(mg/L)=125\nDaphnia_pulex=104\nGammarus_pulex=84\nv=73\np.M=54\nE.Hb=50\nlog_Kow=49\nLampsilis_cardium=48\nGATS2se=47\nz=45\nkap=44\nAATS4p=43\nBCUTse-1l=43\nBIC2=42\nE.Hp=39\nh.a=39\nBCUTc-1l=38\nBCUTd-1l=38\nATSC5pe=37\nMATS1d=37\np.Am=35\nGATS3Z=34\nMATS4c=33\nEState_VSA4=33\nSemisulcospira_libertina=33\nATSC2dv=32\nAATSC0p=32\nAATSC1p=31\nAATSC2s=30\nGATS4s=30\nAETA_beta_s=30\nBrachionus_calyciflorus=30\nAATSC4i=29\nAATSC1v=28\nRNCG=28\nAATSC2c=27\nAMID_N=27\nAATSC1c=26\nXp-7dv=26\nATSC2i=25\nATSC5i=25\nBCUTdv-1l=25\nAATS0i=24\nATSC4dv=24\nGATS2d=24\nETA_dEpsilon_D=24\nAATS4s=23\nATSC7c=23\nATSC2d=23\nAATSC0m=23\nGATS1se=23\nAETA_eta_RL=23\nATSC5c=22\nATSC6s=22\nATSC5Z=22\nAATSC2p=22\nAATSC4p=22\nGATS1dv=22\nBCUTv-1l=22\nJGI5=22\nMATS3c=21\nMATS1dv=21\nMATS1s=21\nGATS4c=21\nGATS3dv=21\nAATS1s=20\nATSC8d=20\nAATSC2m=20\nGATS1d=20\nGATS1m=20\nSdssC=20\nETA_shape_y=20\nEState_VSA2=20\nATSC7d=19\nATSC1s=19\nATSC7m=19\nAATSC3s=19\nAATSC4m=19\nMATS4m=19\nGATS2p=19\nBCUTi-1h=19\nAETA_eta_FL=19\nJGI3=19\nAATS4i=18\nATSC7v=18\nATSC8p=18\nATSC6i=18\nAATSC4d=18\nMATS3d=18\nXc-4dv=18\nPEOE_VSA8=18\nVSA_EState1=18\nJGI4=18\nATSC5d=17\nGATS4d=17\nPEOE_VSA10=17\nATSC1pe=16\nATSC7i=16\nAATSC4se=16\nEState_VSA1=16\nJGI2=16\nATSC8c=15\nATSC6dv=15\nATSC6d=15\nAATSC0v=15\nGATS4v=15\nBCUTm-1l=15\nBalabanJ=15\nRPCG=15\nSsSH=15\nETA_psi_1=15\nVSA_EState7=15\nJGI7=15\nATSC3dv=14\nGATS2s=14\nGATS3v=14\nBIC5=14\nPEOE_VSA7=14\nSlogP_VSA1=14\nVSA_EState5=14\nAMID_h=14\nATSC7are=13\nATSC8i=13\nAXp-3dv=13\nSaasC=13\nSssNH=13\nPEOE_VSA9=13\nATSC4v=12\nATSC3i=12\nGATS3se=12\nSsNH2=12\nSMR_VSA6=12\nEState_VSA8=12\nVSA_EState3=12\nTubifex_tubifex=12\nATSC6v=11\nIC4=11\nVSA_EState8=11\nParamecium_caudatum=11\nATS8dv=10\nATSC4s=10\nATSC3m=10\nAATSC0c=10\nGATS3d=10\nGATS3i=10\nSsOH=10\nPEOE_VSA6=10\nSlogP_VSA11=10\nATSC6Z=9\nGATS3c=9\nC1SP2=9\nEState_VSA5=9\nJGI6=9\nJGI8=9\nATSC3are=8\nSssS=8\nETA_dAlpha_B=8\nEState_VSA3=8\nGirardia_tigrina=8\nATSC8m=7\nPEOE_VSA1=7\nPEOE_VSA2=7\nPetitjeanIndex=7\nVR2_A=6\nAATSC3p=6\nEState_VSA6=6\nEState_VSA7=6\nVSA_EState9=6\nPEOE_VSA3=5\nPEOE_VSA11=5\nPEOE_VSA12=5\nSsssCH=4\nETA_beta_ns_d=4\nPEOE_VSA5=4\nMPC10=4\nnAcid=3\nSsCH3=3\nSssssC=3\nPEOE_VSA4=3\nSlogP_VSA4=3\nSlogP_VSA10=3\nnHRing=3\nn5AHRing=3\nnFaHRing=3\nn9FARing=3\nJGI10=3\nHydra_vulgaris=3\nC4SP3=2\nNdsCH=2\nNsssCH=2\nNdssC=2\nNdO=2\nSdCH2=2\nnFHRing=2\nSRW09=2\nnBase=1\nnBr=1\nC3SP2=1\nNdsN=1\nNsssN=1\nNddssS=1\nSddsN=1\nETA_dPsi_B=1\nGhoseFilter=1\nSMR_VSA4=1\nnFRing=1\nn9FaRing=1\nn10FaHRing=1\nJGI9=1\nOphryotrocha_diadema=1\n\nparameters:\n[boosting: gbdt]\n[objective: regression]\n[metric: test_neg_log_likelihood]\n[tree_learner: serial]\n[device_type: cpu]\n[num_iterations: 200]\n[learning_rate: 0.1]\n[num_leaves: 32]\n[num_threads: 0]\n[deterministic: 0]\n[train_gp_model_cov_pars: 1]\n[use_gp_model_for_validation: 1]\n[leaves_newton_update: 0]\n[use_nesterov_acc: 0]\n[nesterov_acc_rate: 0.5]\n[momentum_offset: 0]\n[momentum_schedule_version: 1]\n[linear_tree: 0]\n[data: ]\n[valid: ]\n[force_col_wise: 0]\n[force_row_wise: 0]\n[histogram_pool_size: -1]\n[max_depth: 5]\n[min_data_in_leaf: 10]\n[min_sum_hessian_in_leaf: 0.001]\n[bagging_fraction: 1]\n[pos_bagging_fraction: 1]\n[neg_bagging_fraction: 1]\n[bagging_freq: 0]\n[bagging_seed: 3]\n[feature_fraction: 1]\n[feature_fraction_bynode: 1]\n[feature_fraction_seed: 2]\n[extra_trees: 0]\n[extra_seed: 6]\n[early_stopping_round: 0]\n[first_metric_only: 0]\n[max_delta_step: 0]\n[lambda_l1: 0]\n[lambda_l2: 10]\n[linear_lambda: 0]\n[min_gain_to_split: 0]\n[drop_rate: 0.1]\n[max_drop: 50]\n[skip_drop: 0.5]\n[xgboost_dart_mode: 0]\n[uniform_drop: 0]\n[drop_seed: 4]\n[top_rate: 0.2]\n[other_rate: 0.1]\n[min_data_per_group: 100]\n[max_cat_threshold: 32]\n[cat_l2: 10]\n[cat_smooth: 10]\n[max_cat_to_onehot: 4]\n[top_k: 20]\n[monotone_constraints: ]\n[monotone_constraints_method: basic]\n[monotone_penalty: 0]\n[feature_contri: ]\n[forcedsplits_filename: ]\n[refit_decay_rate: 0.9]\n[cegb_tradeoff: 1]\n[cegb_penalty_split: 0]\n[cegb_penalty_feature_lazy: ]\n[cegb_penalty_feature_coupled: ]\n[path_smooth: 0]\n[interaction_constraints: ]\n[verbosity: 0]\n[saved_feature_importance_type: 0]\n[max_bin: 255]\n[max_bin_by_feature: ]\n[min_data_in_bin: 3]\n[bin_construct_sample_cnt: 200000]\n[data_random_seed: 1]\n[is_enable_sparse: 1]\n[enable_bundle: 1]\n[use_missing: 1]\n[zero_as_missing: 0]\n[feature_pre_filter: 0]\n[pre_partition: 0]\n[two_round: 0]\n[header: 0]\n[label_column: ]\n[weight_column: ]\n[group_column: ]\n[ignore_column: ]\n[categorical_feature: ]\n[forcedbins_filename: ]\n[objective_seed: 5]\n[num_class: 1]\n[is_unbalance: 0]\n[scale_pos_weight: 1]\n[sigmoid: 1]\n[boost_from_average: 1]\n[reg_sqrt: 0]\n[alpha: 0.9]\n[fair_c: 1]\n[poisson_max_delta_step: 0.7]\n[tweedie_variance_power: 1.5]\n[lambdarank_truncation_level: 30]\n[lambdarank_norm: 1]\n[label_gain: ]\n[sigma: 1]\n[yl: -inf]\n[yu: inf]\n[eval_at: ]\n[multi_error_top_k: 1]\n[auc_mu_weights: ]\n[num_machines: 1]\n[local_listen_port: 12400]\n[time_out: 120]\n[machine_list_filename: ]\n[machines: ]\n[gpu_platform_id: -1]\n[gpu_device_id: -1]\n[gpu_use_dp: 0]\n[num_gpu: 1]\n\nend of parameters\n", +"gp_model_str": { + "params": { + "maxit": 1000, +"delta_rel_conv": -1, +"init_coef": null, +"lr_coef": 0.10000000000000001, +"lr_cov": -1, +"use_nesterov_acc": true, +"acc_rate_coef": 0.5, +"acc_rate_cov": 0.5, +"nesterov_schedule_version": 0, +"momentum_offset": 2, +"trace": false, +"convergence_criterion": "relative_change_in_log_likelihood", +"std_dev": false, +"cg_max_num_it": 1000, +"cg_max_num_it_tridiag": 1000, +"cg_delta_conv": 0.001, +"num_rand_vec_trace": 50, +"reuse_rand_vec_trace": true, +"seed_rand_vec_trace": 1, +"piv_chol_rank": 50, +"estimate_aux_pars": true, +"optimizer_cov": "gradient_descent", +"optimizer_coef": "wls", +"cg_preconditioner_type": "none", +"init_cov_pars": [ 3.2757597611399145, 3.2757597611399145 ] +}, +"likelihood": "gaussian", +"cov_pars": [ 0.085622495838439103, 0.15018652984571113 ], +"group_data": [ 1095, 4139, 4234, 8443, 5946, 2516, 3605, 4002, 531, 1006, 5879, 2985, 4653, 6593, 1705, 8077, 1345, 8759, 8545, 4644, 322, 2609, 4925, 6012, 4946, 1185, 1870, 1978, 6003, 1384, 6827, 649, 2634, 4649, 4771, 4315, 5433, 5880, 611, 6816, 6548, 2723, 1160, 461, 5556, 6074, 2606, 1864, 8290, 9198, 2027, 6636, 935, 2109, 7521, 6931, 3878, 5105, 4028, 4316, 4007, 4540, 733, 8092, 6880, 1517, 7939, 1356, 818, 1876, 1067, 3641, 6031, 2954, 413, 9387, 4867, 2849, 6190, 135, 5010, 3811, 6703, 8086, 5012, 1205, 2670, 522, 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4047, 2866, 4848, 5188, 4822, 6977, 8800, 2895, 2116, 927, 4894, 5901, 445, 8364, 4794, 2058, 2900, 7946, 4892, 5116, 1606, 5481, 2109, 836, 1587, 6087, 490, 174, 1362, 5858, 7467, 4038, 9408, 4298, 7057, 4008, 63, 4343, 4024, 5510, 3995, 2024, 5890, 3639, 5010, 2656, 1737, 5222, 1596, 1197, 461, 8196, 375, 9284, 6687, 7941, 3810, 6931, 2757, 4400, 5945, 467, 4622, 7020, 8268, 4362, 9201, 7616, 855, 4126, 344, 2596, 5053, 8103, 5626, 93, 4536, 5926, 1366, 7571, 7129, 6140, 7014, 4585, 4727, 3605, 9390, 3726, 716, 8252, 2737, 2722, 6768, 5517, 1569, 6674, 7903, 4922, 9253, 3563, 7946, 4170, 7185, 4043, 3061, 4945, 537, 6512, 114, 4399, 5045, 6866, 4977, 6768, 5924, 1518, 4539, 4236, 6160, 1052, 1613, 5914, 6895, 6950, 607, 1823, 2560, 9235, 5407, 5038, 5007, 5055, 249, 7465, 5028, 4319, 6703, 6956, 573, 6715, 8084, 4560, 9435, 5520, 4017, 1326, 5881, 4246, 4792, 4341, 2978, 8447, 6543, 6903, 4974, 1345, 5947, 7943, 84, 588, 4577, 4845, 8639, 6581, 5573, 3807, 2662, 1137, 5371, 2667, 534, 4970, 6594, 1745, 1370, 7157, 3645, 8084, 1161, 1431, 2597, 234, 8086, 1827, 6014, 3615, 564, 8414, 2016, 3934, 5984, 4838, 6956, 6224, 7941, 927, 3892, 8760, 6538, 2655, 7584, 8467, 4832, 6832, 830, 6854, 6966, 2929, 6985, 7076, 1744, 8087, 4318, 4629, 5568, 6500, 7940, 8501, 7032, 5193, 8085, 8746, 8412, 7637, 315, 7552, 6643, 1122, 7929, 6913, 9329, 3996, 4899, 2718, 5011, 4204, 4518, 4517, 5544, 1774, 9415, 8084, 7235, 837, 1851, 1208, 6536, 2821, 6928, 8409, 2952, 7946, 7946, 8087, 6415, 8429, 688, 8071, 2018, 5941, 4754, 3866, 4343, 1019, 7012, 6833, 6700, 459, 6547, 3529, 4405, 736, 1385, 2656, 2819, 1384, 7049, 3550, 2638, 3748, 6243, 7619, 1449, 5240, 4893, 6595, 3737, 1002, 561, 2891, 1470, 1504, 7130, 2596, 6212, 2818, 2950, 409, 6768, 756, 7940, 6518, 6589, 613, 6674, 6526, 398, 4802, 1614, 7593, 6875, 6176, 7434, 808, 2928, 1156, 5970, 8404, 7578, 1418, 89, 6533, 3850, 2872, 6810, 832, 4774, 9261, 8064, 1874, 5999, 7246, 5411, 8504, 1216, 875, 1757, 2064, 8285, 7580, 1877, 1179, 6703, 8366, 7256, 8432, 5386, 5113, 8724, 9227, 7039, 7493, 6986, 5458, 1233, 519, 3937, 6504, 3589, 2017, 1916, 8109, 5938, 4288, 2108, 7053, 7937, 7254, 6882, 1005, 8281, 7262, 5919, 3876, 8086, 794, 1937, 8108, 4335, 216, 6576, 216, 7479, 4467, 6188, 1493, 2708, 5521, 8086, 2048, 1809, 6075, 7937, 106, 2890, 6026, 7201, 3760, 6107, 9430, 316, 2820, 2875, 7005, 4828, 4340, 4499, 4574, 1217, 7939, 744, 6626, 2962, 7963, 1571, 1590, 4661, 3801, 6692, 6899, 8082, 1496, 6768, 714, 2714, 6528, 8330, 8518, 2850, 9280, 517, 7659, 4071, 8889, 8078, 4709, 674, 2676, 3728, 4266, 2671, 4207, 7945, 3726, 458, 4245, 8509, 1192, 3731, 635, 6429, 5586, 7013, 192, 5219, 4602, 4040, 4360, 485, 6715, 549, 6167, 6917, 6635, 4433, 56, 3794, 5010, 6397, 3890, 6139, 7667, 8430, 1765, 9222, 6886, 5951, 7234, 3933, 800, 1884, 4827, 2815, 6374, 4998, 5948, 8087, 5218, 5411, 442, 5069, 9351, 6768, 8781, 523, 355, 4766, 876, 406, 7606, 867, 329, 7119, 6832, 4020, 591, 1796, 2764, 6535, 6972, 2567, 7251, 7641, 503, 532, 2768, 2940, 8081, 2760, 8108, 4103, 7941, 725, 933, 1190, 7637, 7475, 2884, 494, 6941, 7539, 2106, 1090, 8261, 4353, 4094, 8554, 7827, 2934, 4978, 6598, 3673, 5432, 9315, 3827, 6768, 9224, 4069, 7941, 8283, 2682, 297, 2661, 5365, 8759, 4497, 7241, 7918, 2569, 4136, 1050, 1739, 6657, 1591, 3877, 204, 4417, 168, 4412, 7463, 27, 383, 8086, 3726, 326, 3511, 1741, 931, 6693, 6373, 6974, 6353, 1984, 6210, 1464, 4574, 7542, 5418, 6727, 2550, 5377, 3600, 8578, 816, 2818, 841, 946, 7067, 5138, 983, 9229, 4056, 4000, 8411, 9443, 1043, 6406, 7558, 8097, 6659, 8419, 6507, 779, 1212, 921, 1857, 1148, 507, 192, 6642, 4980, 1307, 1036, 6520, 6214, 4837, 1733, 2528, 2984, 9188, 5006, 1561, 3631, 478, 7636, 6397, 7706, 6717, 2589, 5035, 6259, 8567, 5530, 9431, 634, 7083, 1458, 4526, 2851, 8088, 4829, 3588, 3795, 6161, 4664, 3723, 104, 9256, 5194, 2830, 3929, 6853, 8639, 2553, 2973, 4322, 4450, 1506, 3825, 3804, 2887, 3983, 295, 3948, 4343, 267, 7941, 8457, 6258, 3749, 7941, 4550, 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7164, 2979, 4535, 8883, 4009, 5923, 994, 4430, 3666, 4626, 6392, 297, 2913, 2109, 5442, 1206, 3720, 4608, 6769, 8540, 483, 7926, 9191, 9216, 6045, 589, 6650, 428, 1820, 497, 7158, 1714, 8629, 9276, 4260, 8108, 4536, 1753, 7025, 5659, 6235, 6705, 8433, 5057, 7598, 4285, 2599, 1456, 80, 5067, 5855, 6689, 4920, 4796, 1607, 6650, 3949, 8194, 4106, 4938, 8240, 8446, 9193, 852, 1200, 2604, 6802, 6832, 8085, 1965, 3907, 6250, 5960, 4547, 6832, 930, 3998, 330, 2574, 4042, 871, 4112, 724, 9218, 3960, 7472, 161, 4738, 4908, 3751, 936, 1384, 5200, 5406, 7015, 9210, 6508, 2593, 5527, 1136, 1844, 330, 5043, 1552, 813, 2985, 1347, 7939, 7009, 4459, 6764, 490, 810, 9340, 4333, 7134, 4165, 4343, 2581, 1870, 2930, 327, 506, 418, 5025, 9431, 1830, 668, 2567, 623, 6027, 9377, 2581, 3660, 1885, 6470, 4038, 6793, 4247, 4432, 6734, 9307, 1088, 8687, 573, 2964, 5474, 8555, 8416, 13, 916, 401, 7107, 5920, 6013, 4585, 6254, 6045, 8536, 113, 3786, 605, 6703, 5447, 1907, 4030, 4080, 6213, 5935, 6990, 5011, 4026, 3540, 4033, 4135, 5915, 2574, 3614, 3935, 927, 9270, 431, 4642, 2533, 2945, 4588, 521, 4999, 474, 1934, 822, 2933, 5590, 139, 4650, 7707, 5238, 2615, 2705, 8456, 4821, 182, 7946, 5216, 7489, 5010, 2077, 403, 8358, 878, 8282, 7941, 3519, 8582, 6686, 8272, 1319, 4719, 5427, 8745, 622, 8441, 7472, 5399, 5400, 6689, 97, 2883, 2878, 1120, 606, 8071, 3571, 8086, 3789, 9230, 2738, 1038, 1018, 927, 5033, 620, 6051, 1572, 8534, 5014, 6052, 407, 1814, 6695, 5904, 4006, 7918, 8481, 125, 2809, 6559, 6164, 9266, 8637, 6541, 5519, 2653, 6556, 6426, 9255, 368, 1180, 7228, 7940, 2972, 6931, 3671, 4590, 8792, 4871, 6674, 5446, 1603, 6667, 906, 2766, 9302, 5011, 7174, 459, 5239, 426, 9234, 6689, 6766, 5426, 938, 3876, 3926, 4509, 1825, 6512, 7564, 9244, 6729, 492, 2538, 5010, 260, 4652, 4183, 466, 5024, 5011, 355, 5219, 4406, 7006, 2539, 6719, 3605, 6675, 5247, 7248, 4238, 6241, 4829, 5537, 7947, 728, 4585, 7147, 481, 7512, 7588, 8087, 4585, 4604, 2120, 5058, 1368, 6540, 261, 6063, 6905, 5150, 6921, 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4932, 226, 6768, 6414, 3674, 480, 7645, 6901, 928, 4688, 7835, 1073, 1715, 6202, 1573, 1332, 298, 5390, 7140, 4051, 8371, 3883, 7740, 9232, 1044, 514, 861, 4780, 2555, 5434, 3701, 9225, 5225, 4450, 7946, 8512, 8759, 4947, 4025, 7655, 8884, 4826, 5450, 4499, 5682, 8862, 1468, 2919, 8687, 6126, 327, 1306, 4600, 639, 7657, 6542, 5608, 5235, 5239, 4476, 4122, 5551, 5547, 5640, 6011, 4297, 5643, 7651, 5576, 4023, 6917, 6827, 8068, 783, 4460, 708, 6825, 4036, 6430, 1521, 1588, 463, 8087, 7115, 8108, 2818, 7485, 8575, 5135, 1444, 2550, 3883, 8180, 7005, 703, 6489, 4636, 4680, 6752, 23, 2622, 3651, 760, 5878, 880, 9434, 286, 2625, 4672, 6707, 5011, 687, 7838, 8572, 7059, 355, 4740, 6539, 6018, 6434, 7537, 504, 1712, 1914, 6843, 2819, 7433, 6378, 4635, 1462, 902, 9200, 486, 606, 8410, 4627, 4532, 8086, 1633, 363, 4379, 8659, 1968, 4645, 27, 2081, 6709, 8107, 2109, 7945, 4693, 2589, 7630, 6922, 4842, 5416, 8469, 365, 6354, 968, 4413, 4921, 3673, 638, 1223, 6830, 8077, 7941, 4891, 220, 8561, 462, 4611, 2052, 1225, 2853, 764, 6646, 5925, 957, 927, 8363, 4588, 3927, 8086, 7631, 1195, 3612, 2584, 5604, 8463, 349, 2073, 503, 1151, 8085, 8475, 16, 165, 6840, 6516, 4368, 2589, 5942, 5634, 4282, 248, 5011, 1562, 2773, 5061, 1418, 1381, 8830, 3634, 3515, 943, 7194, 7945, 3716, 6128, 9415, 2550, 5004, 1823, 7553, 1304, 4180, 853, 1357, 902, 915, 9413, 9415, 4748, 463, 1115, 1213, 6938, 6876, 993, 6425, 2825, 4993, 7840, 3058, 5906, 415, 1163, 2078, 7023, 5026, 797, 8305, 7901, 6764, 5029, 860, 9352, 3757, 3943, 2020, 4804, 3902, 1502, 4695, 6170, 7534, 2976, 3765, 1106, 327, 220, 6827, 7484, 7181, 1983, 459, 8070, 4880, 6814, 7622, 6673, 8765, 4726, 4585, 2918, 4785, 8865, 3726, 3952, 6625, 6713, 8880, 4017, 9415, 2640, 7210, 1027, 7574, 6716, 169, 7520, 429, 6657, 730, 4931, 485, 4664, 6813, 5444, 2705, 850, 624, 4023, 1571, 9397, 6674, 3977, 7592, 4038, 1582, 9366, 1870, 3603, 4760, 8480, 7056, 6819, 2029, 62, 1710, 459, 7515, 8767, 8368, 8193, 126, 9453, 1869, 7954, 3548, 4158, 520, 7718, 3867, 3625, 2956, 599, 5011, 6569, 437, 302, 4449, 5039, 8352, 9264, 5460, 4424, 7114, 6746, 6657, 5386, 2658, 17, 6248, 459, 4072, 2632, 4555, 5485, 2907, 6121, 7602, 1849, 5615, 6640, 2948, 7841, 585, 3974, 7562, 9314, 3891, 538, 3807, 3050, 8086, 8564, 6627, 4049, 3808, 4584, 6635, 7590, 3785, 6957, 8238, 2614, 773, 2107, 7460, 5386, 6757, 3906, 8084, 297, 7005, 7613, 2702, 559, 516, 2607, 1064, 4739, 550, 809, 7255, 7644, 3727, 6670, 7148, 5010, 5052, 223, 1920, 4140, 5452, 1094, 2655, 7941, 6735, 7957, 3942, 3687, 7652, 941, 4926, 6682, 1712, 224, 3950, 1021, 4184, 2939, 7109, 5040, 7918, 1816, 4136, 8576, 3525, 6750, 5588, 2568, 6570, 1966, 7945, 6372, 7261, 7941, 6562, 4044, 3049, 2655, 5642, 1454, 3962, 6626, 4087, 6911, 1082, 4892, 3917, 3716, 6724, 7232, 2657, 4377, 3932, 9401, 1980, 8071, 7941, 8328, 7826, 5476, 1149, 5483, 432, 975, 7180, 186, 3900, 3724, 4121, 8403, 8799, 4561, 1495, 6028, 9346, 6010, 9450, 8454, 578, 747, 8219, 684, 3546, 5875, 5601, 123, 5011, 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4078, 3713, 8241, 2752, 620, 5927, 26, 4341, 8668, 3710, 3793, 3731, 8073, 8084, 4558, 1823, 5620, 997, 4449, 6706, 7038, 8106, 9415, 6924, 3506, 7081, 912, 2809, 1463, 5199, 2550, 6383, 3701, 1217, 1611, 863, 741, 3695, 4881, 6197, 1903, 8307, 7532, 6174, 8865, 1447, 7152, 9328, 1070, 1979, 4704, 6768, 8768, 1697, 8726, 3524, 4346, 4621, 3731, 5859, 1309, 862, 4213, 3621, 5515, 5631, 5457, 1331, 2819, 5933, 5563, 4786, 2717, 6097, 9361, 6964, 4215, 8086, 345, 6627, 8646, 96, 2578, 4959, 6223, 7245, 4534, 7963, 5396, 1564, 9336, 6678, 629, 3583, 794, 5020, 9259, 872, 5856, 6761, 409, 9431, 419, 8886, 8219, 9445, 5010, 4098, 2669, 6215, 6951, 1111, 1367, 6614, 8254, 8552, 746, 4063, 4576, 1917, 3552, 6607, 446, 511, 7481, 1175, 985, 4347, 6797, 6697, 4294, 6532, 201, 5486, 5115, 3981, 748, 3893, 4082, 6260, 1031, 6387, 4376, 8729, 6739, 957, 2586, 6931, 5552, 4510, 1977, 9348, 1419, 8629, 2594, 7830, 4536, 927, 4125, 753, 3758, 1456, 314, 9192, 7203, 6996, 773, 8896, 2895, 2892, 4504, 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147 604 716 37 40 34 46 494 34 180 104 101 50 94 239 127 298 46 142 945 172 16 235 101 69 195 211 115\ninternal_value=0 -0.00256013 0.00292716 -0.00511785 -0.000584181 0.0038623 -7.12437e-06 -0.00579266 -0.00193515 -0.00259391 4.63515e-05 -0.00606869 0.003179 -0.000697315 -0.00622496 0.00603278 0.00694382 0.00347978 -0.0055503 -0.00107446 -0.00209402 0.00478194 -0.00648843 -0.00663075 0.00130327 -0.00339483 0.000963961 0.000621826 0.0080489 0.00296272 0.00255153\ninternal_weight=0 3430 2750 1488 1942 2083 667 1341 352 315 1732 1292 1603 958 1258 480 339 1423 210 854 360 381 1157 1117 62 269 774 673 245 1042 831\ninternal_count=6180 3430 2750 1488 1942 2083 667 1341 352 315 1732 1292 1603 958 1258 480 339 1423 210 854 360 381 1157 1117 62 269 774 673 245 1042 831\nis_linear=0\nshrinkage=0.01\n\n\nTree=112\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 109 19 231 2 62 85 149 13 153 231 13 147 150 233 97 77 231 132 166 82 2 143 190 234 134 102 35 47 98 0\nsplit_gain=461.973 173.726 75.8493 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212 361 836 603 87 87 17 17 84 62 222 15\ninternal_value=0 -0.00258785 0.00298124 -0.00516608 -0.000596004 0.00392772 1.10834e-05 -0.00584884 -9.02643e-05 0.0033786 -0.00196276 0.00266661 -0.00263618 -0.00615529 -0.000706567 0.00457539 0.00674877 0.0073616 -0.000415191 0.000836141 -0.00447682 -0.00683848 0.00177541 0.00481998 -0.00345175 0.00399363 -0.00339935 0.00118411 0.00422001 0.0022093 -0.00703275\ninternal_weight=0 3430 2750 1488 1942 2083 667 1341 1810 1762 352 1125 315 1283 1223 637 321 280 1114 338 393 890 687 610 269 438 109 587 421 315 851\ninternal_count=6180 3430 2750 1488 1942 2083 667 1341 1810 1762 352 1125 315 1283 1223 637 321 280 1114 338 393 890 687 610 269 438 109 587 421 315 851\nis_linear=0\nshrinkage=0.01\n\n\nTree=128\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 57 2 40 231 156 170 99 174 1 13 172 234 239 52 231 13 242 80 0 100 54 51 1 10 146 1 78 0 14 168\nsplit_gain=475.689 169.503 98.1178 66.3981 41.7601 32.9288 31.0956 28.6509 26.1665 22.236 21.181 12.1667 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212 424 177 104 670 9.9999999999999982 17 84 195 134 158 222\nleaf_count=132 1048 49 93 13 306 14 37 489 149 92 259 46 13 34 75 79 101 618 126 212 424 177 104 670 10 17 84 195 134 158 222\ninternal_value=0 -0.00259257 0.00299078 -0.00517137 -0.00059559 0.00393962 1.31933e-05 -0.0058543 0.00525725 -8.73754e-05 -0.0019707 -0.00264725 0.00434617 -0.0061362 0.00737748 0.0027855 -0.00629559 -0.00070979 -0.000417313 0.0008404 0.00538191 0.00872055 0.00242057 -0.00656396 -0.0034673 -0.00341269 0.0012039 0.000770912 0.00104335 -0.000968854 0.00222254\ninternal_weight=0 3430 2750 1490 1940 2083 667 1343 956 1808 352 315 690 1294 266 1127 1260 1223 1114 338 437 191 253 1159 269 109 585 501 147 776 315\ninternal_count=6180 3430 2750 1490 1940 2083 667 1343 956 1808 352 315 690 1294 266 1127 1260 1223 1114 338 437 191 253 1159 269 109 585 501 147 776 315\nis_linear=0\nshrinkage=0.01\n\n\nTree=131\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 109 19 231 2 62 85 149 13 13 153 150 231 147 233 54 143 77 132 231 82 2 143 89 1 35 159 102 231 2 5\nsplit_gain=478.164 176.977 78.0636 64.4004 64.0356 30.4199 30.1719 28.4659 14.5447 13.9772 13.3387 13.0004 12.8281 12.0387 9.60365 8.9621 8.49479 11.9224 7.89591 7.69365 7.37792 7.35789 7.0355 6.30868 6.25298 5.93438 5.74919 5.62146 5.54445 5.41183 5.40357\nthreshold=144.00000000000003 0.10278595325865945 36.066408321902152 70.266857642924421 0.12200000000000001 0.20157299313709881 1.0067616959064329 0.018916666666666641 1.3521115688629133 0.94660125945621554 0.69398731416726911 0.53778966274147788 70.266857642924421 0.18373530985048084 39.449924859160099 -0.4449700670498084 0.37581168831168843 1.1204946425557667 0.65168235465482538 39.93083279352026 0.84606339945246689 10.950000000000001 0.08699308091485683 1.070335915700297 -1.0000000180025095e-35 -1675.9641966911638 13.670087947859157 0.33156775721859555 59.142313010878112 0.70150000000000012 4.9139025215839807\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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24 348 133 120 156 412 104 13 655 27 436 44 185 240 25 374 284 56 75 42 52 295 291 52 45 391 19 232 99\ninternal_value=0 0.00163848 -0.000149201 -0.00465042 -0.00328744 0.00383215 0.00473441 0.000986246 -0.00465628 -0.00643359 0.000264302 -0.00232906 0.00374205 0.00687473 -0.000701803 -0.00396352 -0.00278522 -0.00388761 -0.00755824 0.00123291 0.00264072 0.00310749 0.000460558 -0.000144019 -0.00773216 -0.00895764 0.0019102 -0.0051402 0.00742284 0.00861644 0.00146098\ninternal_weight=0 4479 2473 1701 652 2006 1483 1821 519 952 1367 749 1032 451 865 312 210 401 640 523 596 454 403 347 627 336 502 495 407 251 457\ninternal_count=6180 4479 2473 1701 652 2006 1483 1821 519 952 1367 749 1032 451 865 312 210 401 640 523 596 454 403 347 627 336 502 495 407 251 457\nis_linear=0\nshrinkage=0.01\n\n\nTree=148\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 109 19 2 231 13 85 149 96 13 148 14 226 103 233 132 142 232 2 153 231 234 159 98 40 1 175 5 231 103 203\nsplit_gain=490.698 178.843 79.8807 66.4507 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93 13 113 24 229 50 28 129 212 49 507 22\ninternal_value=0 0.00167096 -5.76923e-06 -0.00290713 -0.00469287 0.00408493 0.00124059 0.00511865 -0.00650267 -0.00233719 -0.00452134 0.000400495 0.00404476 -0.00394645 0.00731298 -0.00350726 -0.00766894 0.00311438 -0.00784469 0.00788096 -0.00492378 -0.00510861 0.00183589 -0.00501304 -0.00945895 0.00376489 0.0040737 0.00496767 0.00256762 -0.000785206 -0.00224489\ninternal_weight=0 4479 2649 792 1701 1830 1857 1245 952 749 613 1402 855 312 390 508 640 611 627 353 586 573 585 240 274 455 427 298 179 712 205\ninternal_count=6180 4479 2649 792 1701 1830 1857 1245 952 749 613 1402 855 312 390 508 640 611 627 353 586 573 585 240 274 455 427 298 179 712 205\nis_linear=0\nshrinkage=0.01\n\n\nTree=168\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 109 19 2 231 85 13 149 96 13 14 148 226 103 233 132 142 239 2 153 159 234 223 98 26 231 85 96 231 1 203\nsplit_gain=502.29 179.498 81.5581 68.6592 66.9644 33.9716 33.742 30.8637 20.2455 16.0173 15.4109 15.091 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9.9999999999999982 353 68 223 93 12.999999999999998 113 47 24 28 129 212 49 229 507 22\nleaf_count=71 543 27 183 130 259 561 86 260 13 290 460 690 244 206 37 10 353 68 223 93 13 113 47 24 28 129 212 49 229 507 22\ninternal_value=0 0.00167682 -4.38066e-06 -0.00290797 -0.00469893 0.00409721 0.00124293 0.00513363 -0.0065261 -0.00235414 -0.00452686 0.000398433 0.00405486 -0.00107927 0.00733813 -0.00399411 -0.00767932 0.00312419 -0.00785741 0.00791019 -0.00493099 -0.00511678 -0.00950706 0.0018423 0.00378055 0.00409207 0.00498948 0.00258224 -0.00504352 -0.000791785 -0.00225919\ninternal_weight=0 4479 2649 792 1701 1830 1857 1245 946 755 613 1402 855 496 390 310 636 611 623 353 586 573 270 585 455 427 298 179 239 712 205\ninternal_count=6180 4479 2649 792 1701 1830 1857 1245 946 755 613 1402 855 496 390 310 636 611 623 353 586 573 270 585 455 427 298 179 239 712 205\nis_linear=0\nshrinkage=0.01\n\n\nTree=172\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 109 19 2 231 85 62 149 13 40 14 226 44 81 54 233 132 57 1 231 234 152 2 56 153 223 89 98 26 231 231\nsplit_gain=504.044 179.281 81.6956 68.9671 67.2324 34.3166 34.1831 31.1262 16.1366 15.6708 15.5674 15.0598 12.4334 10.733 10.7906 10.408 9.26012 8.91433 8.67284 8.15548 8.14674 12.2762 8.12538 8.0235 7.90827 7.62918 7.59408 7.44719 8.13016 7.2596 6.94384\nthreshold=144.00000000000003 0.09944332813557559 36.066408321902152 0.12200000000000001 70.266857642924421 1.1404705709607545 0.20128211330961496 0.018916666666666641 1.3521115688629133 0.83981166512773842 167.34281475795242 0.010642798786181138 -7.1580617979188483 1.1372448259647827 -0.48054669231681119 39.449924859160099 0.65168235465482538 22.031214347601537 2.8250000000000006 70.266857642924421 44.80746791527568 3.661954722762641 10.950000000000001 30.898242980522991 0.63478873760307031 0.029619341563786015 1.304707032389121 14.701461129034422 -4.1269718792866934 39.93083279352026 59.142313010878112\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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95 51 90 78 134 77 96 80 91 0 218 0 100 1 11 0 186 231\nsplit_gain=504.392 183.079 96.6738 72.6314 71.9826 42.1236 40.0478 26.9998 25.0655 22.0059 21.1213 20.7292 15.1036 13.2738 12.7044 12.4143 9.95829 9.66369 8.78553 8.60479 8.98675 8.34008 7.65623 7.62552 7.45324 7.02724 8.07442 7.66287 6.83642 6.6318 10.747\nthreshold=11.100000000000001 1.1354361637456907 0.63092028637118225 70.266857642924421 -1.5147515952978992 3.6765116045884532 1.0000000180025095e-35 2.5140824381510272 4.7550000000000008 0.64850000000000019 0.23280722189866052 0.24302583651451357 54.554608939707471 0.77308337122701831 -0.0017347749417110747 0.56287529070158548 1.0555634126702731 5.0095833333333344 1.1204946425557667 0.98486738788223327 1.1710943961952027 1.0095113953697232 3.7500000000000004 1.0000000180025095e-35 3.7500000000000004 14.596605029108227 3.2050000000000005 3.1347808070416101 3.7500000000000004 -0.44460364701436123 70.266857642924421\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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5 105 99 1 2 71 62 231 95 51 90 242 100 134 77 96 80 91 218 0 0 100 1 11 0 186\nsplit_gain=504.701 183.262 96.7232 72.6458 72.043 42.1386 40.111 27.0257 25.0976 21.9966 21.1525 20.7634 15.0669 13.2776 12.7096 12.4239 10.0645 9.77774 9.68298 8.76664 8.6179 8.9887 8.32343 7.6441 7.33032 7.3209 7.03971 8.07225 7.66505 6.78199 6.64464\nthreshold=11.100000000000001 1.1354361637456907 0.63092028637118225 70.266857642924421 -1.5147515952978992 3.6765116045884532 1.0000000180025095e-35 2.5140824381510272 4.7550000000000008 0.64850000000000019 0.23280722189866052 0.24302583651451357 54.554608939707471 0.77308337122701831 -0.0017347749417110747 0.56287529070158548 55.352755484902865 13.643126815097657 5.0095833333333344 1.1204946425557667 0.98486738788223327 1.1710943961952027 1.0095113953697232 1.0000000180025095e-35 3.7500000000000004 3.7500000000000004 14.596605029108227 3.2050000000000005 3.1347808070416101 3.7500000000000004 -0.44460364701436123\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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712\nis_linear=0\nshrinkage=0.01\n\n\nTree=175\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 109 19 2 231 85 62 15 13 40 14 94 44 81 54 233 96 132 57 20 1 242 2 234 152 56 223 89 2 98 26\nsplit_gain=505.125 179.075 81.7789 69.0741 67.596 34.6243 34.4913 31.4012 16.0214 15.7917 15.6773 14.1043 12.5905 10.8623 11.0361 10.4688 10.4282 9.37133 8.99234 8.79968 8.71767 8.17642 8.14674 8.10938 12.3664 8.10366 7.77874 7.70791 7.57745 7.54876 8.18051\nthreshold=144.00000000000003 0.10278595325865945 36.066408321902152 0.12200000000000001 70.266857642924421 1.1404705709607545 0.20128211330961496 163.52494695236905 1.3521115688629133 0.83981166512773842 167.34281475795242 -0.38743981929847776 -7.1580617979188483 1.1372448259647827 -0.48054669231681119 39.449924859160099 0.97779182346725835 0.65168235465482538 22.031214347601537 13.448587105624147 2.8250000000000006 74.78978070109126 10.950000000000001 44.80746791527568 3.661954722762641 30.898242980522991 0.029619341563786015 1.304707032389121 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223 49 397\nleaf_count=71 543 27 712 130 246 72 86 14 13 198 460 293 21 37 10 132 311 68 109 13 113 230 491 513 28 129 212 229 223 49 397\ninternal_value=0 0.00169948 5.03849e-06 -0.00290078 -0.0047059 0.0041389 0.00125325 0.00518345 -0.00654853 -0.00234169 -0.00453363 0.000388282 0.00409037 0.00741765 -0.00395322 -0.00773276 -0.00351207 0.00314766 0.00800525 -0.00494433 -0.0051345 0.0091724 -0.00675321 0.00186613 0.00385283 0.00417897 0.00510309 -0.00501916 0.00623412 0.00263508 0.0016246\ninternal_weight=0 4479 2649 792 1701 1830 1857 1245 946 755 613 1402 855 390 310 636 509 611 353 586 573 244 504 585 455 427 298 239 244 179 690\ninternal_count=6180 4479 2649 792 1701 1830 1857 1245 946 755 613 1402 855 390 310 636 509 611 353 586 573 244 504 585 455 427 298 239 244 179 690\nis_linear=0\nshrinkage=0.01\n\n\nTree=191\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 109 21 2 231 156 99 149 85 88 175 231 147 190 96 231 109 1 2 2 85 103 44 153 60 66 224 221 102 231 82\nsplit_gain=508.406 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548\nis_linear=0\nshrinkage=0.01\n\n\nTree=194\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 95 21 156 231 1 99 88 150 168 85 52 231 96 190 184 231 109 96 103 44 153 2 66 102 221 26 42 231 0\nsplit_gain=508.486 176.362 106.514 82.8432 58.935 44.2258 35.5968 32.4831 20.4568 22.0805 19.0208 17.5498 15.1004 15.0437 13.784 13.7747 13.7012 12.825 12.0276 9.94649 9.27349 9.71769 11.446 8.76744 8.3967 8.14715 7.8367 7.71196 7.49274 7.21268 7.14151\nthreshold=144.00000000000003 1.1350000000000002 0.39056339063837503 -112.27740486488305 1.0000000180025095e-35 70.266857642924421 4.955000000000001 2.4451549546914015 0.95709437685624776 0.58291457286432191 5.8578040610963216 0.78069699800887704 -0.0018122713972831648 70.266857642924421 0.95417040511107454 0.1314382699241545 20.615235260770977 70.266857642924421 0.14296405533273851 0.98486738788223327 0.0894185254069748 -7.0756850152676014 0.83071603197677724 0.59500000000000008 0.016103757093229094 0.4680591726141643 0.11681286549707609 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814 661 550 826 795 391 573 550 902 257 339 534 548 244\nis_linear=0\nshrinkage=0.01\n\n\nTree=195\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 95 21 156 231 1 99 88 150 168 85 52 231 111 190 184 231 109 96 44 2 182 66 63 221 26 231 90 231 233\nsplit_gain=508.401 176.283 106.343 82.8303 58.9422 44.1741 35.5627 32.4503 20.4298 22.0906 19.1121 17.5513 15.1039 15.0295 13.8184 13.7873 13.7141 12.7821 12.0443 9.94894 8.83203 8.74893 8.69628 8.40515 8.17155 7.8372 7.71776 7.48737 7.23985 7.21429 6.95019\nthreshold=144.00000000000003 1.1350000000000002 0.39056339063837503 -112.27740486488305 1.0000000180025095e-35 70.266857642924421 4.955000000000001 2.4451549546914015 0.95709437685624776 0.58291457286432191 5.8578040610963216 0.78069699800887704 -0.0018122713972831648 70.266857642924421 1.5000000000000002 0.1314382699241545 20.615235260770977 70.266857642924421 0.14296405533273851 0.98486738788223327 -7.0756850152676014 0.59500000000000008 6.0726207098130782 0.016103757093229094 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359 339 136 51\ninternal_count=6180 3430 2386 2750 2596 646 1044 1782 792 1740 1483 880 935 419 80 154 852 813 814 661 262 96 550 902 650 430 535 359 339 136 51\nis_linear=0\nshrinkage=0.01\n\n\nTree=212\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 95 21 156 231 168 99 2 58 150 96 190 85 52 231 145 79 231 44 79 96 102 41 221 77 36 234 226 234 0\nsplit_gain=504.543 172.636 104.2 82.8321 58.6483 43.5222 35.7694 31.8492 29.4071 20.4403 21.3315 18.0768 14.1035 13.5983 13.5621 18.2553 15.5537 13.0579 12.2203 12.6048 14.2278 10.031 9.29574 9.2581 8.81565 8.64506 8.87607 8.58296 8.87781 8.17753 11.9891\nthreshold=144.00000000000003 1.1350000000000002 0.39056339063837503 -112.27740486488305 1.0000000180025095e-35 70.266857642924421 5.8578040610963216 2.4451549546914015 0.43650000000000005 0.14207310353760702 0.58886705040011267 0.95670809362375098 0.1314382699241545 0.7832728081855852 -0.0018122713972831648 70.266857642924421 2.2500000000000004 1.5638586956521741 70.266857642924421 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252 16 217 207 439 43 26 18 65 66 16 71 153 80 183 177 767 15 315 278 14 358 105 85 84\ninternal_value=0 -0.00259227 -0.00110611 0.00312959 0.00355422 -0.00448364 -0.00594606 0.00456409 -0.00478559 0.000166297 -0.000344936 0.00562198 0.00478253 -0.00380872 -0.00126923 -0.00255048 0.0015399 0.00800871 0.00131486 0.00070499 -0.000983959 0.00935886 0.00509328 -0.00555013 0.00280123 -0.00354428 -0.00577691 -0.00668467 0.00244421 -0.0049012 0.00124827\ninternal_weight=0 3430 2386 2750 2596 646 1044 1782 792 1740 1428 1100 836 154 905 425 82 264 814 661 263 193 793 550 682 343 535 372 312 136 523\ninternal_count=6180 3430 2386 2750 2596 646 1044 1782 792 1740 1428 1100 836 154 905 425 82 264 814 661 263 193 793 550 682 343 535 372 312 136 523\nis_linear=0\nshrinkage=0.01\n\n\nTree=219\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 95 21 156 231 168 97 2 88 150 62 52 96 231 59 14 77 231 127 98 13 47 85 234 96 102 234 226 231 26\nsplit_gain=500.649 170.45 102.769 82.6771 58.2852 43.152 36.2672 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14.999999999999998 315 100 259 89 25\nleaf_count=575 53 176 257 367 399 96 252 16 217 516 459 43 314 26 33 47 10 71 153 166 72 24 177 767 91 15 315 100 259 89 25\ninternal_value=0 -0.00258942 -0.00110479 0.00312838 0.00355303 -0.0044778 -0.00593977 0.00456248 -0.00477903 0.000165916 -0.000290748 0.00562033 -0.0012279 0.00478114 -0.00262842 0.00115533 -0.00381022 0.00800629 0.0013146 0.000706247 -0.000988496 0.00225186 0.00935426 0.00509183 -0.00467176 -0.00554307 0.00279972 -0.0057698 -0.00459232 0.00130157 -0.00352886\ninternal_weight=0 3430 2386 2750 2596 646 1044 1782 792 1740 1483 1100 935 836 419 80 154 264 814 661 262 96 193 793 144 550 682 535 359 548 339\ninternal_count=6180 3430 2386 2750 2596 646 1044 1782 792 1740 1483 1100 935 836 419 80 154 264 814 661 262 96 193 793 144 550 682 535 359 548 339\nis_linear=0\nshrinkage=0.01\n\n\nTree=220\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 95 21 156 231 168 97 2 58 150 62 96 190 52 231 145 77 231 44 79 47 85 96 102 234 41 221 226 234 42\nsplit_gain=498.673 169.605 102.283 82.4442 58.074 42.9587 36.2043 31.7559 28.6023 20.4127 21.2518 18.3362 15.1184 14.2794 13.5637 18.1077 15.804 12.6402 11.7876 12.8065 14.3979 11.5124 11.5058 9.99407 9.85192 9.48703 9.2924 9.038 8.82654 8.7644 7.95645\nthreshold=144.00000000000003 1.1350000000000002 0.39056339063837503 -112.27740486488305 1.0000000180025095e-35 70.266857642924421 5.8578040610963216 11.71143337722588 0.43650000000000005 0.14207310353760702 0.58886705040011267 0.20128211330961496 0.95721298892481455 0.1314382699241545 -0.0018122713972831648 70.266857642924421 2.2500000000000004 1.1204946425557667 70.266857642924421 6.4949245463705729 0.81754334235008064 -1.8415745281017954 0.7832728081855852 0.98486738788223327 0.4680591726141643 19.61427087226987 -0.78375833333333278 0.11111111111111115 0.014647449524681661 44.80746791527568 -2.5115641698230537\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 6 5 13 7 23 8 24 30 10 14 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96 14 52 231 145 77 0 60 231 127 98 13 85 47 152 234 96 102 234\nsplit_gain=497.512 169.042 101.967 82.368 57.9656 42.8376 36.2527 31.7216 23.3369 20.3397 21.2138 18.3055 15.0964 14.3168 13.5335 18.0438 15.8161 12.5783 12.4815 12.3681 11.7138 12.8031 17.3966 12.5787 11.4892 11.4853 11.3008 10.5691 9.98228 9.83651 9.56598\nthreshold=144.00000000000003 1.1350000000000002 0.39056339063837503 -112.27740486488305 1.0000000180025095e-35 70.266857642924421 278.39205170953227 11.71143337722588 0.12200000000000001 0.14207310353760702 0.58886705040011267 0.20128211330961496 0.95721298892481455 169.25314115481356 -0.0018122713972831648 70.266857642924421 1.2500000000000002 1.1204946425557667 1.3500000000000003 0.95550927659451479 70.266857642924421 4.4228525040417415 14.702343107830716 1.4312525743509019 0.7832728081855852 -1.8415745281017954 4.6456427822690758 44.80746791527568 0.98486738788223327 0.4680591726141643 19.61427087226987\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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535\nis_linear=0\nshrinkage=0.01\n\n\nTree=222\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 13 95 40 231 105 5 99 166 71 13 62 59 231 51 134 0 96 1 26 86 242 2 218 230 73 5 5 0 58 54\nsplit_gain=496.975 185.924 95.2322 75.9054 73.9306 45.8235 43.7641 27.9165 26.3192 23.4903 23.1706 22.1797 21.6114 18.2028 15.9587 13.7582 12.388 10.4945 10.1989 10.1123 9.67194 9.52377 9.315 8.94041 8.80836 8.75895 8.57577 8.56148 8.53797 8.86384 8.48356\nthreshold=11.100000000000001 1.1354361637456907 0.63092028637118225 -1.5147515952978992 70.266857642924421 1.0000000180025095e-35 3.6765116045884532 2.5140824381510272 11.635920560557894 0.18333333333333324 1.4486775500857072 0.24302583651451357 50.708457093702648 54.554608939707471 -0.0017347749417110747 5.0095833333333344 3.7500000000000004 0.98486738788223327 -0.5099999999999999 0.30558837429111546 0.51441089490574299 55.352755484902865 0.70150000000000012 1.0000000180025095e-35 0.44949494949494956 -0.030754445111508818 4.9643936690234893 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792 1857 1830 1245 946 613 755 1402 716 855 390 611 146 592 576 353 244 570 509 585 565 455 53 230 179 49 244\nis_linear=0\nshrinkage=0.01\n\n\nTree=223\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 95 21 156 231 168 97 2 58 150 231 0 0 229 62 0 96 230 14 52 231 145 156 77 231 44 79 47 85 234\nsplit_gain=496.184 168.462 101.533 82.2176 57.804 42.7232 36.5652 31.7377 28.4686 20.4358 21.23 18.6286 19.4116 21.8681 52.3279 18.3021 17.407 15.2101 15.1027 14.4027 13.6038 18.1571 15.9759 12.8234 12.6311 11.6693 12.8926 14.4683 11.5602 11.5562 10.7796\nthreshold=144.00000000000003 1.1350000000000002 0.39056339063837503 -112.27740486488305 1.0000000180025095e-35 70.266857642924421 5.8578040610963216 11.71143337722588 0.46500000000000002 0.14207310353760702 0.58886705040011267 50.76505141373223 1.0500000000000003 2.7500000000000004 0.0082696129160775619 0.20128211330961496 3.7500000000000004 0.95721298892481455 0.46862745098039221 169.25314115481356 -0.0018122713972831648 70.266857642924421 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252 16 153 312 523 43 380 26 18 91 81 23 37 343 66 16 10 71 177 767 153 108 289 74 133\ninternal_value=0 -0.00255204 -0.0010871 0.00310516 0.00352751 -0.00440548 -0.005858 0.00452634 -0.00468908 0.00016303 -0.000350429 0.00558122 -0.00559446 0.0047467 -0.00379536 -0.00336304 -0.00417122 -0.0061889 -0.0081264 -0.00127209 -0.00255937 0.00153345 0.00283189 0.00795417 0.00929459 0.00505971 0.00131247 0.000715491 0.00176691 0.00104082 -0.00111425\ninternal_weight=0 3430 2386 2750 2596 646 1044 1782 792 1740 1428 1100 639 836 154 259 232 151 128 905 425 82 27 264 193 793 814 661 420 363 241\ninternal_count=6180 3430 2386 2750 2596 646 1044 1782 792 1740 1428 1100 639 836 154 259 232 151 128 905 425 82 27 264 193 793 814 661 420 363 241\nis_linear=0\nshrinkage=0.01\n\n\nTree=230\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 95 21 156 231 168 97 2 88 150 62 231 52 96 231 184 14 0 33 0 229 77 178 129 85 234 231 87 60 127\nsplit_gain=488.901 165.38 99.0631 81.5844 56.9259 41.8867 37.0261 31.6541 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77 224 47 85 231 44 79 102 96\nsplit_gain=486.819 164.47 98.5212 81.3753 56.5629 41.6559 37.2226 31.6627 27.4548 20.7199 21.1858 18.1396 17.4477 15.5072 14.7874 13.799 18.3218 16.5623 13.1846 19.1468 31.0601 18.6164 12.5494 11.9677 11.9638 11.7025 11.3084 13.1622 14.8246 10.8368 10.4814\nthreshold=144.00000000000003 1.1350000000000002 0.39056339063837503 -112.27740486488305 1.0000000180025095e-35 70.266857642924421 5.8578040610963216 11.71143337722588 0.46500000000000002 0.14207310353760702 0.58886705040011267 0.20128211330961496 50.76505141373223 0.95721298892481455 1.0708305647840535 -0.0018122713972831648 70.266857642924421 2.2500000000000004 1.0500000000000003 826.15632870902209 2.7500000000000004 0.0082696129160775619 1.1204946425557667 0.023266989087301588 -1.8415745281017954 0.7832728081855852 70.266857642924421 6.4949245463705729 0.81754334235008064 0.4680591726141643 0.98486738788223327\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 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550\nis_linear=0\nshrinkage=0.01\n\n\nTree=233\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 95 21 156 231 168 97 2 58 150 62 231 96 14 52 231 145 33 0 0 229 77 47 234 188 231 87 60 127 73\nsplit_gain=485.367 163.833 98.0571 81.2198 56.4316 41.4833 37.2209 31.6157 27.313 20.6409 21.1413 18.1014 17.255 15.4784 14.8348 13.7658 18.2496 16.5489 12.944 22.7769 26.758 17.5359 12.4802 11.9309 11.8216 11.757 11.229 13.2242 11.3191 12.0969 11.0365\nthreshold=144.00000000000003 1.1350000000000002 0.39056339063837503 -112.27740486488305 1.0000000180025095e-35 70.266857642924421 5.8578040610963216 11.71143337722588 0.46500000000000002 0.14207310353760702 0.58886705040011267 0.20128211330961496 50.76505141373223 0.95721298892481455 169.25314115481356 -0.0018122713972831648 70.266857642924421 1.2500000000000002 826.15632870902209 2.7500000000000004 1.0500000000000003 0.0082696129160775619 1.1204946425557667 -1.8415745281017954 44.80746791527568 1.3246965020576134 70.266857642924421 1.1467912233020821 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259 169 146 128 264 193 144 793 814 661 420 363 241\nis_linear=0\nshrinkage=0.01\n\n\nTree=234\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 13 95 40 231 105 5 166 99 71 13 62 110 231 51 134 53 42 74 0 146 19 239 132 231 186 1 177 0 58 23\nsplit_gain=484.106 183.582 92.9407 75.7084 72.6424 46.8515 43.1067 29.8834 27.5147 23.8632 23.6297 22.1833 19.2103 18.8251 16.5276 14.8319 10.7321 10.0187 10.8088 9.8856 16.8792 10.0416 9.48864 9.34863 9.23708 9.12531 10.575 9.02468 8.95453 9.56605 8.87722\nthreshold=11.100000000000001 1.1354361637456907 0.63092028637118225 -1.0739067780073455 70.266857642924421 1.0000000180025095e-35 3.6765116045884532 11.635920560557894 2.5140824381510272 0.18333333333333324 1.4486775500857072 0.24302583651451357 0.10545568465021926 54.554608939707471 -0.0017347749417110747 5.0095833333333344 -0.16415345669368223 -1.0000000180025095e-35 -0.23348805048821406 3.7500000000000004 0.46176067982367636 90.001161030886195 71.909878672217673 1.9497728489543982 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690\ninternal_count=6180 4479 2649 1701 792 1857 1830 991 1245 613 710 1402 757 855 390 611 592 353 261 668 478 190 407 585 571 455 272 546 179 49 690\nis_linear=0\nshrinkage=0.01\n\n\nTree=235\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 95 21 156 231 168 97 2 88 150 62 231 96 52 231 59 80 2 0 75 0 77 47 85 27 127 231 177 102 96\nsplit_gain=483.074 163.049 97.2779 80.9914 56.1001 41.2221 37.3662 31.5864 27.1296 20.7456 22.4127 18.0568 16.9774 15.6321 15.6301 15.1115 15.6759 14.975 13.1296 12.9714 20.2303 15.792 12.5081 11.9981 11.833 11.3078 12.3499 11.8852 11.4117 11.0458 10.5447\nthreshold=144.00000000000003 1.1350000000000002 0.39056339063837503 -112.27740486488305 1.0000000180025095e-35 70.266857642924421 5.8578040610963216 11.71143337722588 0.46500000000000002 0.95709437685624776 0.58291457286432191 0.20128211330961496 50.76505141373223 0.95721298892481455 -0.0018122713972831648 70.266857642924421 49.022812347067052 1.0708305647840535 0.010550000000000002 2.7500000000000004 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0.00274216\ninternal_weight=0 3430 2386 2750 2596 646 1044 1782 792 1740 1428 1100 639 836 154 905 425 82 259 264 191 168 36 144 193 793 814 695 266 213 682\ninternal_count=6180 3430 2386 2750 2596 646 1044 1782 792 1740 1428 1100 639 836 154 905 425 82 259 264 191 168 36 144 193 793 814 695 266 213 682\nis_linear=0\nshrinkage=0.01\n\n\nTree=237\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 13 95 40 231 105 5 166 99 71 13 62 231 110 51 134 53 42 61 0 146 19 234 152 132 239 100 57 54 177 0\nsplit_gain=480.163 182.749 92.0182 75.4015 72.2112 46.9502 42.8923 30.2905 27.3786 23.8977 23.5793 22.1774 18.9686 18.955 16.6672 15.0557 10.7287 10.0455 10.9739 9.74351 16.7995 9.98307 9.71045 12.5689 9.44688 9.4116 9.3189 10.3189 9.06931 9.05392 8.98165\nthreshold=11.100000000000001 1.1354361637456907 0.63092028637118225 -1.0739067780073455 70.266857642924421 1.0000000180025095e-35 3.6765116045884532 11.635920560557894 2.5140824381510272 0.18333333333333324 1.4486775500857072 0.24302583651451357 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0.0018384 -0.00557567 0.00398322 0.00434549 0.00642632 0.00218544 0.00265775\ninternal_weight=0 4479 2649 1701 792 1857 1830 991 1245 613 710 1402 855 757 390 611 592 353 261 668 478 190 571 334 585 407 455 427 244 546 179\ninternal_count=6180 4479 2649 1701 792 1857 1830 991 1245 613 710 1402 855 757 390 611 592 353 261 668 478 190 571 334 585 407 455 427 244 546 179\nis_linear=0\nshrinkage=0.01\n\n\nTree=238\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 95 21 156 231 168 97 2 88 150 62 231 85 52 54 231 184 80 2 77 47 0 75 0 27 127 231 177 102 96\nsplit_gain=479.102 161.501 96.0631 80.6712 55.5934 40.7767 37.4708 31.4666 26.7957 20.7659 22.3731 17.9687 16.4689 15.7341 15.6375 15.3409 15.1424 15.8398 15.1387 13.2109 12.4573 12.1694 11.6532 19.3327 14.0918 11.3018 12.3069 11.7771 11.4255 11.0947 10.6074\nthreshold=144.00000000000003 1.1350000000000002 0.39056339063837503 -112.27740486488305 1.0000000180025095e-35 70.266857642924421 5.8578040610963216 11.71143337722588 0.46500000000000002 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70.266857642924421 5.8578040610963216 11.71143337722588 0.46500000000000002 0.14207310353760702 0.58886705040011267 0.20128211330961496 50.76505141373223 0.95721298892481455 169.25314115481356 -0.0018122713972831648 70.266857642924421 1.2500000000000002 0.010550000000000002 44.80746791527568 1.1204946425557667 -1.3123225308641981 1.3246965020576134 3.1492768595041336 4.4228525040417415 70.266857642924421 12.424744742347949 0.4680591726141643 2.7500000000000004 1.113227844618679 1.3500000000000003\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 6 5 14 7 -3 8 27 12 10 15 20 18 -13 19 -4 -17 -18 -1 -2 21 -9 -15 24 -6 26 -26 -5 29 -20 -31\nright_child=3 2 9 4 23 -7 -8 11 -10 -11 -12 13 -14 22 -16 16 17 -19 28 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 30 -32\nleaf_value=-0.006848732344908637 -0.0081480075724641131 -0.0053514992936463616 -9.9703792202160402e-05 0.0038955727064010053 0.0018266921407222541 0.0015477256942211682 -0.0091312742146955703 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17.9866 21.7809 13.8241 13.1566 12.8893 11.1195 13.5246 11.1131 12.1769 11.5304\nthreshold=144.00000000000003 1.1350000000000002 0.39056339063837503 -112.27740486488305 1.0000000180025095e-35 70.266857642924421 5.8578040610963216 11.71143337722588 0.46500000000000002 0.14207310353760702 0.58886705040011267 0.95670809362375098 0.8038617619300209 50.76505141373223 169.25314115481356 11.992743286993301 0.19307625859211699 -0.0018122713972831648 70.266857642924421 2.2500000000000004 826.15632870902209 2.7500000000000004 1.0500000000000003 0.0082696129160775619 0.95721298892481455 44.80746791527568 36.293171508032565 0.98486738788223327 3.1492768595041336 4.4228525040417415 70.266857642924421\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 6 5 14 7 26 8 -5 13 10 17 -9 16 20 25 -14 -13 -4 -19 -20 21 22 -1 -24 -18 -2 -3 -28 29 -6 -31\nright_child=3 2 9 4 28 -7 -8 11 -10 -11 -12 12 15 -15 -16 -17 24 18 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 30 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37 166 91 372 15 119 213 53\ninternal_value=0 -0.00248666 -0.00105459 0.00306137 0.00347895 -0.00427774 -0.00571852 0.00445746 -0.00454656 0.000159664 -0.000356707 0.00550411 0.00571143 -0.0054243 -0.0037608 0.00478273 0.00809426 -0.00127184 -0.00256099 0.00153245 -0.00332658 -0.00491012 -0.00615655 -0.00754568 0.00957334 -0.00466194 -0.00530196 -0.0062391 0.0013087 0.000795485 -0.000865711\ninternal_weight=0 3430 2386 2750 2596 646 1044 1782 792 1740 1428 1100 1072 639 154 793 279 905 425 82 259 169 146 128 196 144 550 387 814 695 266\ninternal_count=6180 3430 2386 2750 2596 646 1044 1782 792 1740 1428 1100 1072 639 154 793 279 905 425 82 259 169 146 128 196 144 550 387 814 695 266\nis_linear=0\nshrinkage=0.01\n\n\nTree=244\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 13 57 40 5 231 131 174 166 170 99 13 231 110 51 134 40 242 52 231 146 231 222 77 58 27 170 132 0 146 28\nsplit_gain=469.62 180.37 90.2477 74.764 42.1997 36.7004 33.7796 36.6981 31.2391 29.0806 26.9657 23.3446 19.3293 18.4698 16.9794 15.621 15.2385 13.8754 23.8223 14.204 13.1174 13.7981 11.8082 10.0596 11.5515 10.0152 15.5502 9.70526 9.56692 16.5454 9.91426\nthreshold=11.100000000000001 1.1354361637456907 18.510280701200255 -1.0739067780073455 3.6765116045884532 70.266857642924421 -0.67605709876543141 5.4715979358617908 11.635920560557894 6.6667583965658403 2.5140824381510272 1.4486775500857072 54.554608939707471 0.10545568465021926 -0.0017347749417110747 5.0095833333333344 2.9358267276816523 65.19010727151263 0.0054250403773531009 70.266857642924421 0.46211297130849921 59.142313010878112 0.07139690982776091 1.1204946425557667 -13.483540700395791 3.1074233016800603 5.5797294371362858 1.9497728489543982 3.7500000000000004 0.46176067982367636 -10.496611916907536\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=3 4 6 8 10 9 16 20 13 -4 12 -5 15 -1 23 -2 -3 22 -19 -20 -8 25 -9 24 -12 26 -22 -6 29 -15 -30\nright_child=1 2 5 11 27 -7 7 17 -10 -11 14 -13 -14 28 -16 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413 68 478 244 71 37 68 14 592 259 26 319 133 57 93 192 45 327 39 15 407 175\ninternal_value=0 0.00168333 1.26728e-05 -0.00447367 0.00408847 -0.0035721 0.000955885 0.000485745 -0.00623873 -0.00484509 0.00512659 -0.00195761 0.00404632 -0.0051262 0.0073345 0.00301053 0.00437767 -0.000834527 -0.00125585 -0.00357746 0.0019663 0.00161471 0.00240329 0.00799343 0.0090694 0.00101272 0.000653086 0.0018301 -0.00568938 -0.00473496 -0.00773371\ninternal_weight=0 4479 2649 1701 1830 546 2103 1859 991 437 1245 710 855 757 390 611 244 985 877 285 874 824 108 353 260 691 646 585 668 478 190\ninternal_count=6180 4479 2649 1701 1830 546 2103 1859 991 437 1245 710 855 757 390 611 244 985 877 285 874 824 108 353 260 691 646 585 668 478 190\nis_linear=0\nshrinkage=0.01\n\n\nTree=245\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 95 21 156 231 168 97 2 58 150 96 13 80 234 2 97 103 52 231 145 96 234 64 226 154 231 103 102 41 189\nsplit_gain=468.136 157.644 92.986 79.6754 54.4351 39.6122 37.5715 31.1262 25.9241 20.9297 20.8548 18.0731 19.9998 15.5378 15.3046 15.964 14.1852 13.9149 13.7238 18.2102 17.1209 13.1544 11.6377 13.5144 12.7292 11.2853 13.4125 16.447 11.248 10.92 10.9118\nthreshold=144.00000000000003 1.1350000000000002 0.39056339063837503 -112.27740486488305 1.0000000180025095e-35 70.266857642924421 5.8578040610963216 11.71143337722588 0.46500000000000002 0.14207310353760702 0.58886705040011267 0.95670809362375098 0.8038617619300209 1.0708305647840535 19.61427087226987 0.010550000000000002 11.992743286993301 0.19307625859211699 -0.0018122713972831648 70.266857642924421 1.2500000000000002 0.95721298892481455 19.61427087226987 0.0013097713623513301 0.014647449524681661 0.67497590206375502 70.266857642924421 0.25024362387501659 0.4680591726141643 -0.78375833333333278 0.89620762738540327\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 6 5 13 7 22 8 28 14 10 18 -9 17 -2 15 -1 -14 -13 -4 29 -21 -19 23 -3 -24 -6 27 30 -5 -20 -27\nright_child=3 2 9 4 25 -7 -8 11 -10 -11 -12 12 16 -15 -16 -17 -18 21 19 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31 -32\nleaf_value=-0.007276181827465809 -0.006584680405692829 0.001704499732905602 -0.00010216162119129933 0.0038785726344730421 0.0054622941758671615 0.0015377417484678613 -0.0090698648124756115 -0.0018753989533833624 -0.00076769957361065197 0.0024642607741031386 0.0012189076204095252 0.0039367771471885043 0.004991610987438411 -0.00035576979387283648 -0.0066157246077010404 -0.0015207992993152882 -0.00255028750890286 0.0024390296098973467 0.00013226613220514499 0.0045583415589650822 -0.0039677728420340706 0.010628819224376005 -0.00093483417328556716 -0.0080379901688195331 -0.005175207221961158 0.0019791511387227114 0.0035506546658352661 -0.0021997377112062105 0.0012598634225882332 -0.0043856184984251293 -0.0022726496017024603\nleaf_weight=60 79 11.999999999999998 480 367 51 96 252 28 153 312 523 83 773 75 399 180 20 30 65 54 28 166 103 176 259 373 149 178 315 278 63\nleaf_count=60 79 12 480 367 51 96 252 28 153 312 523 83 773 75 399 180 20 30 65 54 28 166 103 176 259 373 149 178 315 278 63\ninternal_value=0 -0.00247586 -0.00104816 0.00305316 0.00347007 -0.00425661 -0.00569787 0.0044457 -0.00452525 0.000160532 -0.00035644 0.005491 0.00569896 -0.00375779 -0.00539925 -0.00319314 0.00477201 0.00807735 -0.00127021 -0.00255673 0.00153216 0.00955453 -0.00527738 -0.00736145 -0.00402626 0.00130621 0.000961339 0.000286155 0.00270474 -0.00354997 0.0013276\ninternal_weight=0 3430 2386 2750 2596 646 1044 1782 792 1740 1428 1100 1072 154 639 240 793 279 905 425 82 196 550 188 362 814 763 614 682 343 436\ninternal_count=6180 3430 2386 2750 2596 646 1044 1782 792 1740 1428 1100 1072 154 639 240 793 279 905 425 82 196 550 188 362 814 763 614 682 343 436\nis_linear=0\nshrinkage=0.01\n\n\nTree=246\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 95 21 156 231 168 97 2 88 150 96 13 144 52 234 2 231 59 97 103 234 96 234 96 226 154 231 103 102 189\nsplit_gain=466.54 156.89 92.5982 79.4758 54.2359 39.457 37.5374 31.0515 25.7756 20.8964 22.1206 18.0327 19.9238 15.5736 15.3967 15.1172 15.9333 14.8181 16.0659 14.1658 13.8477 13.2518 13.0799 11.7073 13.5127 12.6473 11.2755 13.3092 16.4163 11.2179 10.8956\nthreshold=144.00000000000003 1.1350000000000002 0.39056339063837503 -112.27740486488305 1.0000000180025095e-35 70.266857642924421 5.8578040610963216 11.71143337722588 0.46500000000000002 0.95709437685624776 0.58291457286432191 0.95670809362375098 0.8038617619300209 0.67928571428571438 -0.0018122713972831648 19.61427087226987 0.010550000000000002 70.266857642924421 49.022812347067052 11.992743286993301 0.19307625859211699 44.80746791527568 0.95721298892481455 19.61427087226987 0.98796336084763592 0.014647449524681661 0.67497590206375502 70.266857642924421 0.25024362387501659 0.4680591726141643 0.89620762738540327\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 6 5 13 7 23 8 29 15 -4 14 -9 20 21 -11 16 -1 -16 -19 -14 -13 -2 -22 24 -3 -25 -6 28 30 -5 -28\nright_child=3 2 9 4 26 -7 -8 11 -10 10 -12 12 19 -15 17 -17 -18 18 -20 -21 22 -23 -24 25 -26 -27 27 -29 -30 -31 -32\nleaf_value=-0.0072696938987486881 -0.0082429663273584572 -0.0080320853775387602 0.0027357414586381325 0.0038726326993780672 0.0054597115908234942 0.0015349029053174197 -0.0090549589930129445 -0.001874583302544968 -0.00076623571623699765 -6.7104481393396201e-05 0.0012792203784070799 0.0039331258211842343 0.004985173310737721 0.0051106307883318752 -0.003526293867876183 -0.00659398520360423 -0.0015198046923867853 -0.0036165905395106656 0.0045083847219557624 -0.0025509073525165037 0.0024398276640460992 -0.0019650092716114028 0.010610278733456737 -0.00093206012169098147 0.0017078035669861825 -0.0051587870737077749 0.001979579367791591 0.0035400753243772093 -0.0021955246206210683 0.0012574756710307514 -0.0022691666050322756\nleaf_weight=60 53 176 257 367 51 96 252 28 153 516 548 83 773 9.9999999999999982 339 399 180 33 47 20 30 91 166 103 11.999999999999998 259 373 149 178 315 63\nleaf_count=60 53 176 257 367 51 96 252 28 153 516 548 83 773 10 339 399 180 33 47 20 30 91 166 103 12 259 373 149 178 315 63\ninternal_value=0 -0.0024706 -0.00104632 0.00304899 0.00346537 -0.00424807 -0.00568489 0.00443922 -0.00451306 0.000159851 -0.000301878 0.00548325 0.00569099 -0.00375342 -0.00123228 -0.00538456 -0.00319057 -0.0026322 0.00112738 0.00476571 0.00806499 -0.00466086 0.00953885 -0.00526684 -0.00735554 -0.00401354 0.00130544 0.000960728 0.000288095 0.00270038 0.00132854\ninternal_weight=0 3430 2386 2750 2596 646 1044 1782 792 1740 1483 1100 1072 154 935 639 240 419 80 793 279 144 196 550 188 362 814 763 614 682 436\ninternal_count=6180 3430 2386 2750 2596 646 1044 1782 792 1740 1483 1100 1072 154 935 639 240 419 80 793 279 144 196 550 188 362 814 763 614 682 436\nis_linear=0\nshrinkage=0.01\n\n\nTree=247\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 95 21 156 231 168 97 2 72 96 13 150 80 234 2 89 97 52 231 184 77 234 64 226 176 154 231 103 102 17\nsplit_gain=464.889 156.12 92.2011 79.3041 54.0317 39.2983 37.4996 30.9739 25.625 20.8842 17.9906 19.8461 17.1319 15.607 14.9293 15.9011 14.5823 14.1451 14.1259 14.4927 17.279 13.7906 11.7761 13.5099 12.5643 11.6577 11.2646 13.205 16.3842 11.1867 10.8832\nthreshold=144.00000000000003 1.1350000000000002 0.39056339063837503 -112.27740486488305 1.0000000180025095e-35 70.266857642924421 5.8578040610963216 11.71143337722588 0.46500000000000002 -0.084455420107311843 0.95670809362375098 0.8038617619300209 0.59788481577678609 1.0708305647840535 19.61427087226987 0.010550000000000002 0.51834360017381831 11.992743286993301 -0.0024092729103540899 70.266857642924421 20.615235260770977 1.0943087400084142 19.61427087226987 0.0013097713623513301 0.014647449524681661 5.056915084609142 0.67497590206375502 70.266857642924421 0.25024362387501659 0.4680591726141643 0.045612003978901312\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 6 5 13 7 22 8 29 14 12 -9 21 16 -2 15 -1 -4 -13 -18 -20 -21 -12 23 -3 -24 -11 -6 28 -28 -5 -8\nright_child=3 2 9 4 26 -7 30 10 -10 25 11 17 -14 -15 -16 -17 18 -19 19 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31 -32\nleaf_value=-0.0072628711060738508 -0.0065835310999073368 0.0017110593133327903 0.0038970514345741899 0.0038665076348583529 0.0054568863650251162 0.0015319900811159041 0.00037077944260740229 -0.0018736846492755066 -0.00076473477365192127 -0.00010904093753523766 0.009375085236731048 0.004978499724041633 0.0012254181040593629 -0.000342814813593308 -0.0065719255553561189 -0.0015187416505557272 -0.00023547733249166199 -0.0025514244402240248 -0.0035548209036550733 0.003530974507706851 -0.0061676193681213425 0.0035696065232033625 -0.00092924056852137897 -0.0080258141216770912 -0.0051421155019400547 0.0036697054976964731 0.0013294281852919536 0.0035293228548554378 -0.0021912050284069173 0.0012550266388058808 -0.0094667978025954475\nleaf_weight=60 79 11.999999999999998 45 367 51 96 10.999999999999998 28 153 126 207 773 440 75 399 180 480 20 354 61 14.999999999999998 72 103 176 259 219 436 149 178 315 241\nleaf_count=60 79 12 45 367 51 96 11 28 153 126 207 773 440 75 399 180 480 20 354 61 15 72 103 176 259 219 436 149 178 315 241\ninternal_value=0 -0.00246524 -0.00104446 0.00304457 0.00346051 -0.00423933 -0.00567164 0.00443252 -0.00450066 0.000159131 0.00547525 0.00568274 -0.000389362 -0.00375045 -0.00536961 -0.00318785 -0.00113833 0.00475918 -0.00142699 -0.00272147 0.00112219 0.00805225 -0.00525606 -0.00734928 -0.00400063 0.00232545 0.00130462 0.000960079 0.00029003 0.00269589 -0.00903962\ninternal_weight=0 3430 2386 2750 2596 646 1044 1782 792 1740 1100 1072 1395 154 639 240 955 793 910 430 76 279 550 188 362 345 814 763 614 682 252\ninternal_count=6180 3430 2386 2750 2596 646 1044 1782 792 1740 1100 1072 1395 154 639 240 955 793 910 430 76 279 550 188 362 345 814 763 614 682 252\nis_linear=0\nshrinkage=0.01\n\n\nTree=248\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 95 21 156 231 168 97 2 58 150 62 85 54 14 234 2 52 231 145 234 77 47 234 64 226 154 231 103 102 1\nsplit_gain=463.178 155.333 91.784 79.0811 53.8417 39.1339 37.4695 30.8919 25.4709 20.8573 20.7709 18.0207 16.154 15.8679 15.6881 14.7402 15.8665 13.9684 18.3913 17.0857 13.4607 12.3216 13.0079 11.8431 13.5051 12.4797 11.2556 13.106 16.3389 11.1539 11.0502\nthreshold=144.00000000000003 1.1350000000000002 0.39056339063837503 -112.27740486488305 1.0000000180025095e-35 70.266857642924421 5.8578040610963216 11.71143337722588 0.46500000000000002 0.14207310353760702 0.58518956097707842 0.20128211330961496 0.7832728081855852 -0.48054669231681119 169.25314115481356 19.61427087226987 0.010550000000000002 -0.0018122713972831648 70.266857642924421 2.2500000000000004 44.80746791527568 1.1204946425557667 -1.8415745281017954 19.61427087226987 0.0013097713623513301 0.014647449524681661 0.67497590206375502 70.266857642924421 0.25024362387501659 0.4680591726141643 4.4700000000000015\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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312\nis_linear=0\nshrinkage=0.01\n\n\nTree=249\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 95 21 156 231 168 97 2 72 96 13 150 190 89 234 2 97 52 231 184 103 96 234 64 226 176 234 27 127 231\nsplit_gain=461.415 154.532 91.3672 78.8908 53.6519 38.9674 37.4234 30.8116 25.3157 20.8089 18.0032 19.856 17.0443 15.7099 14.6458 14.5512 15.8309 14.1757 14.0629 14.3676 17.227 14.0417 12.9944 11.9097 13.4997 12.3945 11.6758 11.4445 11.2591 12.3449 11.2762\nthreshold=144.00000000000003 1.1350000000000002 0.39056339063837503 -112.27740486488305 1.0000000180025095e-35 70.266857642924421 5.8578040610963216 11.71143337722588 0.46500000000000002 -0.084455420107311843 0.95670809362375098 0.8038617619300209 0.59788481577678609 0.1314382699241545 0.51834360017381831 19.61427087226987 0.010550000000000002 11.992743286993301 -0.0024092729103540899 70.266857642924421 20.615235260770977 0.19307625859211699 0.95721298892481455 19.61427087226987 0.0013097713623513301 0.014647449524681661 5.056915084609142 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240 793 910 430 76 279 196 550 188 362 345 136 814 695 266\nis_linear=0\nshrinkage=0.01\n\n\nTree=250\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 95 21 156 231 101 97 86 58 150 62 85 0 234 54 80 52 231 145 1 77 47 234 64 226 154 231 103 23 189\nsplit_gain=459.552 153.699 90.9302 78.7102 53.4348 38.7944 37.413 30.7341 27.1195 20.7551 20.7288 18.0157 16.1687 16.1604 16.0719 15.8754 15.7425 13.9289 18.2626 17.0968 12.6009 12.239 13.0742 11.9743 13.4921 12.3075 11.3598 13.0005 16.3314 11.275 11.2134\nthreshold=144.00000000000003 1.1350000000000002 0.39056339063837503 -112.27740486488305 1.0000000180025095e-35 70.266857642924421 1.5716203328017939 11.71143337722588 0.54169178886117941 0.14207310353760702 0.58518956097707842 0.20128211330961496 0.7832728081855852 2.7500000000000004 1.0000000180025095e-35 -0.48054669231681119 1.0708305647840535 -0.0018122713972831648 70.266857642924421 1.2500000000000002 5.5450000000000008 1.1204946425557667 -1.8415745281017954 19.61427087226987 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11.5967 10.8446 10.8059 10.6545 16.9857 11.1388 10.869 10.6224 10.5162 10.3631 10.3056\nthreshold=154.00000000000003 2.0450000000000004 1.0000000180025095e-35 -112.27740486488305 3.7981902380857759 278.39205170953227 0.20128211330961496 70.266857642924421 0.12200000000000001 14.541467368589549 -0.61188271604938238 0.62038750000000009 0.59788481577678609 6.9976721760086775 0.7832728081855852 1.2105996772097509 54.554608939707471 1.0708305647840535 1.1204946425557667 0.16328606010832528 11.622043664582003 -0.40210375883386495 0.15645204717989672 70.266857642924421 6.3040487391910576 0.80795409988492084 18.510280701200255 0.036451213001872054 1.0974428277089909 0.026462770596167615 21.150357948628422\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 5 9 17 6 8 18 30 -1 12 -6 14 20 27 -8 -16 19 -2 -5 -17 -3 -10 -18 24 -12 26 -26 -7 -11 -21 -4\nright_child=3 2 7 4 10 13 11 -9 21 28 23 -13 -14 -15 15 16 22 -19 -20 29 -22 -23 -24 -25 25 -27 -28 -29 -30 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468\ninternal_value=0 -0.0023729 -0.000844063 0.00300061 0.00341445 -0.00519228 0.00452221 -0.00391514 -0.00338659 0.000326734 0.00162544 0.00379217 -0.0002878 -0.00728182 0.00413007 0.00434245 0.0038281 -0.00369775 0.00809144 0.00301982 -0.00113241 -0.00204499 0.00609993 0.000780165 0.000188784 -0.00200689 0.000383671 -0.00613865 0.00243578 0.00234728 -0.00497708\ninternal_weight=0 3454 2248 2726 2572 1206 1579 614 661 1634 993 1328 1272 545 1233 1193 1041 154 251 785 864 443 256 746 607 216 103 436 362 654 515\ninternal_count=6180 3454 2248 2726 2572 1206 1579 614 661 1634 993 1328 1272 545 1233 1193 1041 154 251 785 864 443 256 746 607 216 103 436 362 654 515\nis_linear=0\nshrinkage=0.01\n\n\nTree=260\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 62 21 231 5 40 62 174 5 185 40 13 85 14 80 231 77 234 147 52 231 150 239 176 24 55 233 154 66 187\nsplit_gain=439.122 147.986 80.8415 76.7853 60.6948 50.1485 43.3192 38.1621 27.0958 22.5636 20.1832 19.857 18.226 16.3759 16.1842 16.0936 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131 239 71 91 574 180 43 26 115 24 87 17 725 57 80 204\ninternal_value=0 -0.00236593 -0.000841665 0.00299378 -0.00348283 0.00340676 -0.00517691 0.00451137 0.000510898 -0.00706491 0.0016228 0.003783 -0.00319181 0.00412009 -0.00369066 0.00433196 0.00381859 0.00807249 -0.00462038 0.00301417 -0.000830026 -0.00280223 -0.00476297 0.00258142 0.00184861 -0.00534094 0.00607924 0.000778492 -0.0050617 0.00234295 0.00210608\ninternal_weight=0 3454 2248 2726 756 2572 1206 1579 1492 605 993 1328 601 1233 154 1193 1041 251 144 785 747 223 626 130 745 383 256 746 600 654 721\ninternal_count=6180 3454 2248 2726 756 2572 1206 1579 1492 605 993 1328 601 1233 154 1193 1041 251 144 785 747 223 626 130 745 383 256 746 600 654 721\nis_linear=0\nshrinkage=0.01\n\n\nTree=261\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 62 21 231 5 34 62 174 2 185 40 29 85 14 80 231 147 234 77 52 231 150 239 176 55 94 233 17 154 231\nsplit_gain=436.939 147.192 80.3092 76.5214 60.2832 49.8718 43.2296 37.9966 26.9618 21.2082 20.1412 19.7657 16.4969 16.3011 16.1862 16.0517 18.7986 15.5231 14.773 14.623 13.047 13.685 12.8799 12.8319 12.6628 10.9926 10.7964 10.6508 10.5305 10.3686 10.2556\nthreshold=154.00000000000003 2.0450000000000004 0.3656353714820873 -112.27740486488305 70.266857642924421 3.7981902380857759 278.39205170953227 0.20128211330961496 5.4715979358617908 0.12200000000000001 -0.61188271604938238 0.62038750000000009 6.9976721760086775 0.7832728081855852 169.25314115481356 1.2233959393480951 54.554608939707471 0.16328606010832528 44.80746791527568 1.1204946425557667 -0.00084647220624452485 70.266857642924421 0.69689239332096486 26.870071741751229 28.549505465324142 0.15645204717989672 -0.40210375883386495 12.526264682419171 0.036451213001872054 0.80389005966975213 70.266857642924421\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 6 8 14 22 7 9 19 24 -1 -7 13 28 -9 18 -15 17 -17 -2 -5 -10 -22 29 -6 30 -18 -11 -12 -8 -4 -3\nright_child=3 2 4 5 23 10 12 11 20 26 27 -13 -14 15 -16 16 25 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32\nleaf_value=-0.0058639034359729923 -0.0083835765826261906 0.0015922346870597722 -0.004462275789804738 0.0095691181358053545 -0.0042949092906040707 0.0040383449860299991 -0.0010588188186258663 -0.0017976322992671043 4.6014123430480704e-05 0.00028514587358412056 -0.004990933212767037 -0.00056654865854797467 -0.010909390716707044 0.0070287316865383946 0.0053178110309284963 0.0059504795856413122 0.0067178785555231024 0.0021875266540784138 -0.0018084524137638627 0.0035068483253216788 -0.0039694905430584914 0.0019325458185571838 0.001619330154965329 0.0037398220419706551 -0.0042247189104618679 -0.0010535555302918086 -0.0030497823435560092 0.0010096386367476689 -0.0066065829160425514 -0.0091035209715068493 0.0050785353083290146\nleaf_weight=218 53 629 543 180 14.999999999999998 247 42 40 524 138 21 95 109 189 9.9999999999999982 131 227 629 91 71 180 43 26 115 24 17 305 725 394 57 92\nleaf_count=218 53 629 543 180 15 247 42 40 524 138 21 95 109 189 10 131 227 629 91 71 180 43 26 115 24 17 305 725 394 57 92\ninternal_value=0 -0.00235923 -0.000839049 0.00298715 -0.00347151 0.00339942 -0.00516265 0.00450099 0.000509056 -0.00336133 0.00162036 0.00377421 -0.00724745 0.00411052 -0.00368575 0.00432191 0.00374807 0.002905 -0.00461571 0.00805436 -0.000828543 -0.00279733 -0.00474729 0.00257218 0.00184345 0.00615626 -0.00202755 0.000776938 -0.00610789 -0.0050452 0.00210048\ninternal_weight=0 3454 2248 2726 756 2572 1206 1579 1492 661 993 1328 545 1233 154 1193 1004 760 144 251 747 223 626 130 745 244 443 746 436 600 721\ninternal_count=6180 3454 2248 2726 756 2572 1206 1579 1492 661 993 1328 545 1233 154 1193 1004 760 144 251 747 223 626 130 745 244 443 746 436 600 721\nis_linear=0\nshrinkage=0.01\n\n\nTree=262\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 123 21 5 40 62 231 5 100 185 40 150 13 80 85 80 231 77 173 86 164 30 66 231 57 86 57 55 78 233\nsplit_gain=434.641 146.343 79.8498 76.2451 49.5841 43.1439 37.8286 36.2131 22.5642 21.232 20.0964 19.6703 19.2388 18.0529 16.2503 16.2232 16.0138 16.924 14.4949 14.4147 12.455 12.4117 11.6344 11.0142 10.7238 17.3399 11.2627 11.0508 10.6166 10.6129 10.5097\nthreshold=154.00000000000003 2.0450000000000004 1.0000000180025095e-35 -112.27740486488305 3.7981902380857759 -1.6011702659456974 0.20128211330961496 70.266857642924421 8.5594525757947597 14.541467368589549 -0.61188271604938238 0.62038750000000009 0.59788481577678609 1.6228203170055304 1.0708305647840535 0.7832728081855852 1.2105996772097509 54.554608939707471 1.1204946425557667 1.0000000180025095e-35 0.54623573873475439 5.5511883720401718 10.275745277491998 0.022821779960616899 70.266857642924421 6.3040487391910576 0.80795409988492084 18.510280701200255 0.15645204717989672 1.0974428277089909 21.150357948628422\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 5 9 14 6 8 18 30 20 12 -6 15 22 -7 -2 -8 -17 19 -5 21 -1 23 -3 -18 25 -12 27 -27 -19 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468\nleaf_count=335 79 834 47 180 247 242 40 99 222 229 391 95 408 359 75 152 446 239 71 139 48 158 30 42 139 68 113 35 17 133 468\ninternal_value=0 -0.00235208 -0.000836296 0.00298022 0.00339175 -0.0051474 0.00449015 -0.00387954 -0.00703133 0.000323892 0.00161779 0.00376498 -0.000288533 -0.00316689 -0.00368057 0.00410048 0.00431137 0.00379947 0.00803562 0.00300287 -0.00530925 0.00362271 -0.00113038 0.00273515 0.000775326 0.000182151 -0.00203614 0.000369141 0.00603744 0.00242575 -0.00492939\ninternal_weight=0 3454 2248 2726 2572 1206 1579 614 605 1634 993 1328 1272 601 154 1233 1193 1041 251 785 383 646 864 488 746 607 216 103 256 362 515\ninternal_count=6180 3454 2248 2726 2572 1206 1579 614 605 1634 993 1328 1272 601 154 1233 1193 1041 251 785 383 646 864 488 746 607 216 103 256 362 515\nis_linear=0\nshrinkage=0.01\n\n\nTree=263\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 62 21 231 5 34 62 174 2 185 40 29 14 85 80 69 231 145 234 77 52 231 239 150 176 94 233 17 154 184\nsplit_gain=432.296 145.441 79.3309 75.9071 59.76 49.2871 43.0292 37.6461 26.8531 20.9697 20.0457 19.5703 16.4198 16.2754 16.1412 15.9829 15.84 15.8119 17.5713 14.9748 14.3628 13.1147 13.7764 12.9272 12.8006 12.5588 10.7085 10.6832 10.486 10.4391 10.3065\nthreshold=154.00000000000003 2.0450000000000004 0.3656353714820873 -112.27740486488305 70.266857642924421 3.7981902380857759 278.39205170953227 0.20128211330961496 5.4715979358617908 0.12200000000000001 -0.61188271604938238 0.62038750000000009 6.9976721760086775 169.25314115481356 0.7832728081855852 1.1654387245953515 -0.28496282445519761 54.554608939707471 1.0000000180025095e-35 44.80746791527568 1.1204946425557667 -0.00084647220624452485 70.266857642924421 26.870071741751229 0.69689239332096486 28.549505465324142 -0.40210375883386495 12.526264682419171 0.036451213001872054 0.80389005966975213 0.67171293671789734\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 6 8 13 24 7 9 20 25 -1 -7 14 28 19 -9 -16 -17 18 -18 -2 -5 -10 -23 -6 29 -3 -11 -12 -8 -4 -20\nright_child=3 2 4 5 23 10 12 11 21 26 27 -13 -14 -15 15 16 17 -19 30 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 -32\nleaf_value=-0.0058232721238177026 -0.0083980650328688861 0.002093735362001024 -0.00443416192910956 0.0095178535043643486 -0.004322850713393638 0.0040271784301794582 -0.0010414443442847152 -0.0017890958311803957 4.7980123933222271e-05 0.00029364858175433804 -0.0050028295892871298 -0.00056391314590980744 -0.01086258254328923 0.0053500402314235126 0.0084464095444413915 -0.0011377661320694694 0.0049943271949434639 0.0063797793987664464 -0.0015524331294905034 -0.0017850942673334231 0.0035022549998160388 -0.0039788302352716277 0.001942437225760249 0.0037395491115080732 0.0016239799848814743 -0.0042056083352573839 -0.0030270654163361368 0.001006659388616465 -0.0065728910681352361 -0.0090831738559667211 0.0026060811592612623\nleaf_weight=218 53 721 543 180 14.999999999999998 247 42 40 524 138 21 95 109 9.9999999999999982 84 55 371 255 64 91 71 180 43 115 26 24 305 725 394 57 364\nleaf_count=218 53 721 543 180 15 247 42 40 524 138 21 95 109 10 84 55 371 255 64 91 71 180 43 115 26 24 305 725 394 57 364\ninternal_value=0 -0.0023449 -0.000833794 0.00297299 -0.00345017 0.00338361 -0.0051316 0.00447872 0.000506074 -0.00333498 0.00161495 0.00375532 -0.00721126 -0.003673 0.00408997 0.00430032 0.0039136 0.00418541 0.00341487 -0.00460632 0.00801561 -0.000828807 -0.0028027 0.00256695 -0.00472044 0.00183779 -0.00200897 0.000773554 -0.00607534 -0.00501748 0.001963\ninternal_weight=0 3454 2248 2726 756 2572 1206 1579 1492 661 993 1328 545 154 1233 1193 1109 1054 799 144 251 747 223 130 626 745 443 746 436 600 428\ninternal_count=6180 3454 2248 2726 756 2572 1206 1579 1492 661 993 1328 545 154 1233 1193 1109 1054 799 144 251 747 223 130 626 745 443 746 436 600 428\nis_linear=0\nshrinkage=0.01\n\n\nTree=264\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 123 21 5 40 62 231 5 100 185 40 150 13 80 85 80 231 173 77 24 164 30 66 231 57 86 57 78 233 226\nsplit_gain=429.976 144.579 78.807 75.6265 49.0104 42.9264 37.461 35.6725 22.5659 21.1227 19.9977 19.4775 19.1193 17.869 16.276 16.0644 15.9459 16.5866 14.3308 14.2333 12.3901 12.3362 11.6229 11.0698 10.7067 17.4921 11.2898 11.1148 10.615 10.5737 11.2189\nthreshold=154.00000000000003 2.0450000000000004 1.0000000180025095e-35 -112.27740486488305 3.7981902380857759 -1.6011702659456974 0.20128211330961496 70.266857642924421 8.5594525757947597 14.541467368589549 -0.61188271604938238 0.62038750000000009 0.59788481577678609 1.6228203170055304 1.0708305647840535 0.7832728081855852 1.2105996772097509 54.554608939707471 1.0000000180025095e-35 1.1204946425557667 -5.0312962962962953 5.5511883720401718 11.622043664582003 0.022821779960616899 70.266857642924421 6.3040487391910576 0.80795409988492084 18.510280701200255 1.0974428277089909 21.150357948628422 0.015624999999999997\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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174 2 185 40 14 29 85 80 69 231 145 234 77 52 231 239 150 176 233 94 154 231 87\nsplit_gain=427.583 143.661 78.3474 75.2724 59.2256 48.7023 42.811 37.2721 26.7379 20.7113 19.9427 19.3732 16.3609 16.3263 15.9789 15.9438 15.8651 15.4903 17.543 15.1747 14.0989 13.179 13.8646 13.0197 12.721 12.4504 10.7124 10.6526 10.4809 10.4554 10.5697\nthreshold=154.00000000000003 2.0450000000000004 0.3656353714820873 -112.27740486488305 70.266857642924421 3.7981902380857759 278.39205170953227 0.20128211330961496 5.4715979358617908 0.12200000000000001 -0.61188271604938238 0.62038750000000009 169.25314115481356 6.9976721760086775 0.7832728081855852 1.1654387245953515 -0.28496282445519761 54.554608939707471 1.0000000180025095e-35 44.80746791527568 1.1204946425557667 -0.00084647220624452485 70.266857642924421 26.870071741751229 0.69689239332096486 28.549505465324142 12.526264682419171 -0.40210375883386495 0.80389005966975213 70.266857642924421 1.1986267515415887\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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629\nis_linear=0\nshrinkage=0.01\n\n\nTree=266\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 62 21 231 5 40 62 174 5 185 40 13 190 85 80 231 147 77 52 231 234 239 150 176 24 55 231 57 86 57\nsplit_gain=425.177 142.774 77.7907 74.9762 58.7843 48.4145 42.7078 37.0809 26.5995 22.5648 19.8905 19.276 17.711 16.368 15.8985 15.8935 18.0028 15.475 13.9672 13.1259 13.8112 12.984 12.97 12.6424 12.3997 12.2992 11.0042 10.6852 17.64 11.3128 11.1754\nthreshold=154.00000000000003 2.0450000000000004 0.3656353714820873 -112.27740486488305 70.266857642924421 3.7981902380857759 -1.6011702659456974 0.20128211330961496 5.4715979358617908 8.5594525757947597 -0.61188271604938238 0.62038750000000009 1.6228203170055304 0.1314382699241545 0.7832728081855852 1.2233959393480951 54.554608939707471 0.16328606010832528 1.1204946425557667 -0.00084647220624452485 70.266857642924421 44.80746791527568 26.870071741751229 0.69689239332096486 28.549505465324142 -5.0312962962962953 0.15645204717989672 70.266857642924421 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661 993 1328 1272 154 545 1233 1193 1109 144 1054 799 251 864 515 338 746 362 443 428 436 725\nis_linear=0\nshrinkage=0.01\n\n\nTree=268\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 2 62 21 231 5 40 62 174 5 185 188 80 231 147 13 80 77 52 231 239 150 231 55 86 54 178 233 154 47 35\nsplit_gain=420.206 140.898 76.8092 74.3635 58.2376 47.8033 42.4711 36.6873 26.4725 22.5327 19.7765 19.1272 18.2006 19.1977 17.722 17.5123 16.4329 13.6971 13.1832 13.8929 13.0565 12.5778 12.4373 16.7349 12.1356 11.177 10.6994 10.6962 10.6604 10.5224 10.3344\nthreshold=154.00000000000003 2.0450000000000004 0.3656353714820873 -112.27740486488305 70.266857642924421 3.7981902380857759 -1.6011702659456974 0.20128211330961496 5.4715979358617908 8.5594525757947597 -0.61188271604938238 1.3246965020576134 1.1654387245953515 54.554608939707471 0.15023404056002979 1.6228203170055304 1.0708305647840535 1.1204946425557667 -0.00084647220624452485 70.266857642924421 26.870071741751229 0.69689239332096486 59.142313010878112 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197 921 153 34 14 135 36 32 848 129 55 51 103 10 194 154 286\ninternal_value=0 0.00179512 -0.00287792 -0.000730228 -0.00172229 0.00308779 0.00280354 -0.00515013 -0.0029536 -0.00342615 0.00327647 0.00368609 0.00294798 0.00224153 -0.00101513 -0.00154569 0.00325432 0.00348938 0.00545763 0.000998077 -0.00443131 -0.000693172 -0.00467119 0.00663205 0.00856736 0.00262417 0.00555546 0.00289013 0.00511167 0.0027296 0.000884177\ninternal_weight=0 3856 2324 1307 1063 2549 2450 1039 813 763 2171 1849 1324 250 1285 1088 1269 244 525 220 916 66 884 357 184 1013 256 962 204 168 322\ninternal_count=6180 3856 2324 1307 1063 2549 2450 1039 813 763 2171 1849 1324 250 1285 1088 1269 244 525 220 916 66 884 357 184 1013 256 962 204 168 322\nis_linear=0\nshrinkage=0.01\n\n\nTree=307\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 44 40 239 63 71 166 2 231 100 182 174 84 168 76 54 85 234 2 79 89 153 90 233 49 18 95 59 73 146 49\nsplit_gain=314.713 100.969 95.1405 48.7606 43.4019 37.0116 33.8166 30.4809 27.7427 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33 60 337 157 136 140 168 87 23 32 52 173 56 273 1250 165 13 36 49 432 30 69 1200 19 20 211 347\ninternal_value=0 0.00211782 -0.00240244 -0.00429645 0.00320385 -0.000654984 -0.00485677 0.00367856 -0.00161446 -0.00249917 0.00649336 0.00334624 -0.000577549 0.00102001 -0.00378794 0.00313845 0.00333688 -0.00382282 -0.000637308 0.0037094 0.00674981 0.00191192 0.0032696 -0.00428975 0.00672401 0.0034889 0.00320842 -0.006294 0.000306138 0.000488444 -0.00464341\ninternal_weight=0 3336 2844 1365 2396 940 1254 2129 763 627 325 177 267 172 917 1804 1745 455 1479 1552 178 111 1374 831 90 1325 1269 182 193 244 779\ninternal_count=6180 3336 2844 1365 2396 940 1254 2129 763 627 325 177 267 172 917 1804 1745 455 1479 1552 178 111 1374 831 90 1325 1269 182 193 244 779\nis_linear=0\nshrinkage=0.01\n\n\nTree=308\nnum_leaves=32\nnum_cat=0\nsplit_feature=1 44 40 231 175 79 63 129 45 231 160 93 187 234 162 134 225 0 62 61 55 61 84 59 0 183 21 180 94 63 233\nsplit_gain=312.184 123.959 96.2256 54.6642 52.0524 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91\nsplit_gain=299.95 119.282 91.8024 52.1227 50.1595 41.0466 40.841 29.6719 25.8911 24.2313 20.4316 19.9901 19.3182 18.1134 18.0693 17.0524 22.5387 21.1377 16.7276 16.3691 15.5703 15.448 14.465 14.0246 23.101 13.6829 13.5913 13.442 13.3804 19.5677 22.1969\nthreshold=3.7950000000000004 4.7683163519034464 -1.5147515952978992 70.266857642924421 5.6453971045935818 1.8131087662337664 0.05109218484326835 -1.1796614622244035 1.2800000000000002 39.93083279352026 4.9881916267914397 1.4763967659632884 4.3892778134632424 1.3827729749307134 0.7237142830811758 -0.48054669231681119 1.0897818871503084 0.63092028637118225 5.7150000000000007 59.142313010878112 -0.41450892107603882 3.7500000000000004 0.65740225982202227 50.553277828852529 2.7500000000000004 15.147859819853869 28.824583489538014 0.017335938856439023 0.006071408529741861 50.76505141373223 0.92785839683578397\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 5 7 4 11 6 10 -2 9 -6 14 22 18 28 -1 -16 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55 32 34 95 69 407 199\nleaf_count=211 123 54 909 178 24 99 279 89 55 32 84 30 197 27 37 51 98 996 84 258 436 34 166 738 55 32 34 95 69 407 199\ninternal_value=0 0.00175029 -0.00278953 -0.000702687 -0.00166211 0.00300589 0.00272522 -0.00498574 -0.00285968 -0.00334618 0.00318648 0.00219259 -0.000988977 -0.00368895 0.00338139 0.00369217 0.0038298 0.00307843 -0.001511 0.00333877 0.00557567 0.00337796 0.000963588 -0.00427849 -0.00130173 -0.000687432 -0.00480999 -0.00112074 -0.00400493 -0.00344894 -0.00573182\ninternal_weight=0 3856 2324 1307 1063 2549 2450 1039 813 758 2171 250 1285 734 2087 1876 1839 1305 1088 1254 534 244 220 916 144 66 772 1004 707 638 231\ninternal_count=6180 3856 2324 1307 1063 2549 2450 1039 813 758 2171 250 1285 734 2087 1876 1839 1305 1088 1254 534 244 220 916 144 66 772 1004 707 638 231\nis_linear=0\nshrinkage=0.01\n\n\nTree=313\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 57 40 97 231 185 39 105 143 234 183 62 94 63 54 86 12 236 96 232 227 44 13 66 31 103 102 0 231 55 67\nsplit_gain=296.807 112.218 84.5811 62.2617 37.4842 47.6289 35.0015 31.5069 28.0841 25.9779 28.8871 23.1523 24.0394 22.446 23.3918 21.0092 18.5138 18.0136 17.6601 17.3509 16.707 16.2591 14.9498 14.3885 14.2816 13.7485 13.2982 20.1726 13.8437 16.4892 12.8882\nthreshold=20.950000000000003 19.064186504049641 -0.93652794292924857 11.71143337722588 59.142313010878112 0.36944830246913624 0.14737533284023677 1.0000000180025095e-35 0.4156626506024097 44.80746791527568 16.511447467876042 0.20128211330961496 -0.52963869894764326 -0.1184105653731632 0.13724958054452174 0.60575168107253285 3.4307583857995385 46.00802260721305 0.97176975034686974 12.208168994811833 0.013931897990677745 -7.1580617979188483 1.4417041215982549 0.029527180926724388 12.102222222222224 0.16070905624870269 0.27299462894441112 3.7500000000000004 50.76505141373223 -1.0000000180025095e-35 -0.021904338331844367\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 3 7 4 5 13 11 15 -6 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915 308 20 128 355 35 50 564 252 31 139 67 29\nleaf_count=530 23 68 304 58 306 375 328 62 30 19 126 38 56 163 330 41 77 353 915 308 20 128 355 35 50 564 252 31 139 67 29\ninternal_value=0 0.00172005 -0.00281094 0.00238737 0.001043 0.000302807 0.00376499 -0.00486127 0.00398647 -0.00256386 -0.00536769 0.00448286 0.00375875 0.00143673 0.00169384 -0.00317308 -0.00671829 -0.00754476 0.00339433 -0.000790509 0.00380018 0.00714782 -0.00100387 -0.000739052 0.00885559 -0.00163551 0.000575321 0.00270006 -0.000363141 -0.00150135 0.00310103\ninternal_weight=0 3894 2286 3373 1716 1380 1657 1063 336 521 194 1329 1064 1005 982 571 492 415 1026 327 935 265 1223 91 178 919 652 194 458 319 87\ninternal_count=6180 3894 2286 3373 1716 1380 1657 1063 336 521 194 1329 1064 1005 982 571 492 415 1026 327 935 265 1223 91 178 919 652 194 458 319 87\nis_linear=0\nshrinkage=0.01\n\n\nTree=314\nnum_leaves=32\nnum_cat=0\nsplit_feature=1 44 40 231 175 79 63 129 24 231 160 93 187 137 85 54 79 95 1 231 94 0 181 59 0 183 180 64 228 231 91\nsplit_gain=293.944 117.432 89.6081 51.1182 49.2815 40.896 40.2962 29.5258 25.5049 24.1664 20.2313 19.9207 19.1066 17.9867 17.7207 16.7914 22.2471 20.9304 16.5769 16.3025 15.3251 15.258 14.4572 13.7493 22.492 13.5136 13.4474 13.3561 13.1809 19.5123 22.0149\nthreshold=3.7950000000000004 4.7683163519034464 -1.5147515952978992 70.266857642924421 5.6453971045935818 1.8131087662337664 0.05109218484326835 -1.1796614622244035 1.2800000000000002 39.93083279352026 4.9881916267914397 1.4763967659632884 4.3892778134632424 1.3827729749307134 0.7237142830811758 -0.48054669231681119 1.0897818871503084 0.63092028637118225 5.7150000000000007 59.142313010878112 -0.41450892107603882 3.7500000000000004 12.205781688954108 50.553277828852529 2.7500000000000004 15.147859819853869 28.824583489538014 0.015628583306674909 0.006071408529741861 50.76505141373223 0.92785839683578397\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 5 7 4 11 6 10 -2 9 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996 84 258 436 34 135 738 55 32 34 99 69 407 199\nleaf_count=211 123 85 905 178 24 99 279 89 55 32 84 30 197 27 37 51 98 996 84 258 436 34 135 738 55 32 34 99 69 407 199\ninternal_value=0 0.00173459 -0.00275955 -0.000699275 -0.00164938 0.00298041 0.00270036 -0.00492936 -0.00283642 -0.00331929 0.00315855 0.00217147 -0.000980613 -0.00366178 0.00335252 0.00366029 0.00379687 0.00305051 -0.00149978 0.00330962 0.00553122 0.0033419 0.000945448 -0.00422472 -0.00127835 -0.000696671 -0.00475092 -0.00111134 -0.00397674 -0.00342486 -0.00570407\ninternal_weight=0 3856 2324 1307 1063 2549 2450 1039 813 758 2171 250 1285 734 2087 1876 1839 1305 1088 1254 534 244 220 916 144 66 772 1004 707 638 231\ninternal_count=6180 3856 2324 1307 1063 2549 2450 1039 813 758 2171 250 1285 734 2087 1876 1839 1305 1088 1254 534 244 220 916 144 66 772 1004 707 638 231\nis_linear=0\nshrinkage=0.01\n\n\nTree=315\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 44 40 232 63 71 166 2 182 231 100 174 168 154 54 76 234 50 85 153 13 66 154 233 49 59 179 147 231 239 162\nsplit_gain=290.769 93.9552 87.0755 46.5625 41.7587 36.1417 32.5958 28.7584 26.1408 25.6213 28.0406 25.0087 23.1549 21.8525 21.204 21.1943 20.2642 19.4848 19.9093 19.1859 18.271 16.9912 16.8761 16.5718 16.1969 15.6012 15.4604 19.9281 17.3391 14.6645 14.3583\nthreshold=60.150000000000006 4.7683163519034464 -0.93652794292924857 74.78978070109126 0.043000360606141312 0.41724622568799041 11.387080720046255 377000.00000000006 5.0929884356890964 70.266857642924421 14.544574716934736 1.0000000180025095e-35 5.8853561292306411 0.79990750243004249 -0.2346403315831796 0.82195010697133231 44.80746791527568 0.030747539561176703 0.69998837116590618 0.75331438509176973 1.5942898600282496 0.016103757093229094 0.87364511067870987 21.150357948628422 6.1984666198164851 54.046094910793151 18.70331468353622 0.15148463409333299 59.142313010878112 71.909878672217673 31.716253469508487\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 4 3 19 7 9 15 14 -9 10 16 24 -12 -6 -2 -5 25 18 -16 -1 21 -4 29 -17 -7 -3 27 -20 -29 -22 -19\nright_child=1 5 20 6 13 11 -8 8 -10 -11 12 -13 -14 -15 17 23 -18 30 26 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31 -32\nleaf_value=0.0046407929992873503 -0.0024750305591759161 -0.0071760723835282815 1.7516751044974208e-05 0.0010098380707606225 -0.0068385191272330535 0.0096997144894591832 -0.007323787873344592 0.0092343254239383131 0.0033170462486666222 0.0022373657200623464 -0.00092156308354568353 -0.00053877284476330865 0.0074950301850821915 0.00080597650117728535 -0.0054262202616110547 0.0011709668677495288 -0.0018727421857348625 0.007362282514424107 0.0068556576520902857 -0.0034496477469876884 0.0029538637372175081 0.0046607671932404659 -0.00059362681953903666 -0.0044608354152145518 0.00095770429730635779 0.0016339831233568947 0.00087893857963464563 0.0022486071602810585 0.0058618808728851677 -0.0043366679710305153 0.0018403934660586904\nleaf_weight=75 59 163 517 86 32 55 337 157 167 136 140 87 32 331 20 52 273 177 149 36 24 83 615 779 35 19 290 781 159 240 74\nleaf_count=75 59 163 517 86 32 55 337 157 167 136 140 87 32 331 20 52 273 177 149 36 24 83 615 779 35 19 290 781 159 240 74\ninternal_value=0 0.00204368 -0.00230122 -0.00411318 0.00309131 -0.000631086 -0.00466092 0.00364663 0.006375 -0.00157936 -0.00242936 0.00332255 0.000970092 -3.31899e-05 0.0030953 -0.00361387 -0.00370766 0.00330819 0.00281068 0.00194862 -0.000612538 0.000725709 -0.00152391 -0.00409869 0.00673578 -0.00621914 0.00296835 0.0035117 0.00291506 -0.00359028 0.0058672\ninternal_weight=0 3336 2844 1365 2396 940 1254 2033 324 763 627 177 172 363 1709 917 455 1650 1399 111 1479 600 879 831 90 182 1379 1089 940 264 251\ninternal_count=6180 3336 2844 1365 2396 940 1254 2033 324 763 627 177 172 363 1709 917 455 1650 1399 111 1479 600 879 831 90 182 1379 1089 940 264 251\nis_linear=0\nshrinkage=0.01\n\n\nTree=316\nnum_leaves=32\nnum_cat=0\nsplit_feature=1 44 40 231 175 79 63 129 24 231 160 93 187 137 234 134 162 1 103 89 0 62 61 55 84 21 94 0 59 239 91\nsplit_gain=288.177 115.029 87.5389 50.0269 48.2864 40.59 39.5583 29.255 25.3506 24.0601 19.9818 19.8271 18.9058 17.7895 17.5855 18.8874 17.7979 16.4431 15.2346 17.4901 15.1218 14.9898 18.2291 18.5092 14.3799 14.3362 13.9361 13.6103 27.0528 21.0326 18.9122\nthreshold=3.7950000000000004 4.7683163519034464 -1.5147515952978992 70.266857642924421 5.6453971045935818 1.8131087662337664 0.05109218484326835 -1.1796614622244035 1.2800000000000002 39.93083279352026 4.9881916267914397 1.4763967659632884 4.3892778134632424 1.3827729749307134 44.80746791527568 5.3498148148148159 29.790428279840441 5.7150000000000007 0.24382482576349071 0.81912562980784875 3.7500000000000004 0.23270281108734789 -0.055740614263523391 -0.038646234357940693 0.65740225982202227 -27.850117496470222 -0.74231040092718303 3.7500000000000004 50.553277828852529 74.789780701091274 1.2963549282150504\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 5 7 4 11 6 10 -2 9 -6 14 24 17 -11 15 21 18 -4 -16 -20 -5 22 -1 -24 -3 -17 -23 28 -9 -30 -29\nright_child=2 3 12 20 8 -7 -8 27 -10 13 -12 -13 -14 -15 16 25 -18 -19 19 -21 -22 26 23 -25 -26 -27 -28 30 29 -31 -32\nleaf_value=-0.0003681360469848614 -0.0093875671033554469 -0.0031793614980660692 -0.0011016579737832364 0.0047569205137514108 0.0051629537004411344 0.0089760472817361717 -0.00084489733791431355 0.0014526747978482009 0.0033170732284505239 -0.0039410917261291445 -0.0015058314681433219 0.0086437667115586078 0.0018143927869315548 0.0034244829675950206 0.0074383732845644396 0.0044645082151299319 0.002470695138206538 -0.0055027300435245832 0.0006296318406547695 0.0055520630274858672 -0.00070993342940875058 0.0086865049730244712 0.0087869967110687282 0.0032204182099869862 0.0023718301717823519 -0.0040011436347183208 0.0017483143797786711 -0.0072653218245647055 0.0030071986575042333 -0.0046261518876601236 0.00042719625262217456\nleaf_weight=59 123 54 1004 178 24 99 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187 1 1 34 132 17 61 90 0 181 183 221 242 64 51 236 236 100 39\nsplit_gain=284.992 113.731 86.3641 49.2937 47.6885 40.3351 39.1391 29.0204 25.1064 23.9615 19.7999 19.6829 18.696 17.3687 16.2477 15.9008 16.8966 17.4081 15.3314 15.0907 14.8454 14.3988 13.563 13.5523 13.5361 13.2382 12.5668 12.5477 21.9487 25.3872 20.6253\nthreshold=3.7950000000000004 4.7683163519034464 -1.5147515952978992 70.266857642924421 5.6453971045935818 1.8131087662337664 0.05109218484326835 -1.1796614622244035 -31.703521946976043 39.93083279352026 0.95670809362375098 1.4763967659632884 4.3892778134632424 1.885 5.7150000000000007 -700.50478950470222 1.5250527360980117 0.012498822040090176 -0.060196066348678905 0.87344517353124684 3.7500000000000004 12.205781688954108 15.147859819853869 0.07486209613869195 55.352755484902865 0.015628583306674909 -0.017944200192032692 19.61427087226987 46.00802260721305 14.555819314625067 -0.74289509924067587\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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17 1223 137 31 34 132 16 76 177 16 482 54 42 280 10 88 35 386 55 141 434 20 273 209 16 79 646 36 491 463\ninternal_value=0 0.00140739 -0.0022219 0.000111133 -0.00190343 0.00119866 0.00295353 -0.00382842 0.00270536 -0.00544493 0.00296685 0.000461078 -0.00628893 -0.00225927 0.00308645 0.00463295 0.00521829 -0.00556825 -0.00605122 -0.0103087 0.000207735 -0.000279525 0.00293678 0.00353267 0.00314276 0.00259741 0.00176315 0.00230442 -0.0016582 -0.0027565 -5.27549e-05\ninternal_weight=0 3894 2286 2124 742 1382 1770 1063 1727 248 1651 1147 231 571 1635 235 225 492 457 71 1113 952 161 1355 1223 1014 741 662 518 529 494\ninternal_count=6180 3894 2286 2124 742 1382 1770 1063 1727 248 1651 1147 231 571 1635 235 225 492 457 71 1113 952 161 1355 1223 1014 741 662 518 529 494\nis_linear=0\nshrinkage=0.01\n\n\nTree=349\nnum_leaves=32\nnum_cat=0\nsplit_feature=1 81 34 57 99 226 232 54 0 81 146 146 231 96 16 2 144 21 68 48 226 71 234 39 78 236 74 54 61 223 73\nsplit_gain=187.598 79.9663 57.7241 45.7497 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9.9999999999999982 88 32 109 237 59 49 54 812 369 433\nleaf_count=274 46 16 27 17 60 34 34 117 18 113 263 998 32 256 216 276 417 140 231 343 10 88 32 109 237 59 49 54 812 369 433\ninternal_value=0 0.00141464 -0.00217565 7.76289e-07 0.00287762 0.000878819 -0.00262279 -0.000748623 0.00198717 -0.000299327 -0.00439114 0.00261431 0.00215941 0.00451972 0.00159215 -0.00105041 -0.000835737 -0.00470389 -0.00214146 -0.00580641 0.00758948 0.0017686 -0.00305998 -0.0055572 -0.00183905 -0.00491271 0.00459249 -0.000821594 -0.000132264 0.0012459 0.00236472\ninternal_weight=0 3856 2324 1966 1890 1478 488 523 175 131 773 1830 1556 288 1268 1551 1505 746 348 483 44 955 471 143 328 91 137 270 1088 818 449\ninternal_count=6180 3856 2324 1966 1890 1478 488 523 175 131 773 1830 1556 288 1268 1551 1505 746 348 483 44 955 471 143 328 91 137 270 1088 818 449\nis_linear=0\nshrinkage=0.01\n\n\nTree=350\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 2 95 234 131 47 99 96 89 61 58 101 87 90 0 226 147 0 54 178 81 90 224 13 72 63 231 162 233 88 57\nsplit_gain=184.638 88.0861 60.7527 59.7804 38.8302 35.5506 33.1839 28.6861 27.6069 27.8328 25.7108 19.9694 18.7186 18.6498 17.2138 16.6643 16.5207 16.3308 15.8251 16.5268 15.805 14.6723 13.7882 13.7291 13.479 13.3084 13.11 13.1746 12.6516 12.6225 12.5701\nthreshold=1.1307699840103769 2.0450000000000004 0.63092028637118225 33.573858415404658 -0.60676490194843291 -0.37182793606371384 2.5264281782488425 0.96849736866854996 1.1894668497846321 -0.057929347066980587 -56.620550532197605 2.038478867026531 0.81983640814225478 0.46152997089347186 1.0500000000000003 0.020234945830183922 0.19873904459827607 4.1000000000000005 0.051047548953006103 23.238381741086016 1.2871090656498738 1.1155924516693243 0.032479745370370378 0.56092631048337926 -0.043934945788156772 0.051903738805492171 70.266857642924421 14.437105985622424 21.150357948628422 0.77659044593126858 -15.687786366466161\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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231 146 23 2 80 2 144 90 19 149 0 233 231 134 60 171 190 60 47 67 26 190 234 39\nsplit_gain=182.086 78.2449 56.0219 44.4462 29.788 21.0925 20.7398 20.4556 19.7351 18.9962 21.0001 22.3068 17.9602 18.2932 16.6847 16.4857 16.3551 16.2744 16.3971 14.7565 22.8419 16.015 13.722 16.3656 18.2973 14.3138 13.6958 16.0525 13.4447 13.3721 18.8253\nthreshold=3.7950000000000004 1.1304909560723513 210.63423536793792 18.510280701200255 2.6257740275338812 0.013589337250051533 12.208168994811833 70.266857642924421 0.46322877615022634 -1.1162130177514797 503.00000000000006 1.190878038979305 0.012250000000000002 0.63069358178053847 0.71030721839707878 -6.6624290674875661 0.037457427415410589 3.7500000000000004 48.597025441250928 50.76505141373223 5.3498148148148159 1.3039850670656017 10.48172810349587 0.21338638372985599 0.71881724267524238 0.70797501160413245 -0.11922153424515673 -3.9816862395845898 0.26946908929855534 19.61427087226987 -1.0223476515124339\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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210.63423536793792 10.675014012421379 1.0370254629629632 0.32974538650968915 12.208168994811833 0.5080407987291552 0.89625428224958903 19.61427087226987 0.10353143841515938 -0.48054669231681119 0.46322877615022634 -0.66323150247753293 0.047099194645262681 0.45920032635384356 0.53853786848072394 -0.0040241447114666437 0.012250000000000002 0.63069358178053847 3.7500000000000004 48.597025441250928 9.6224243682467634 0.063597883597883612 -0.08883360931580607 11.832069854872328 -0.11922153424515673 -3.9816862395845898 1880.0000000000002\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 7 3 10 20 9 -7 -1 -4 30 11 -3 26 -9 -6 -10 24 -18 19 -8 -2 -22 28 -24 25 -15 -13 -21 -16 -30 -5\nright_child=4 2 8 5 14 6 18 13 15 -11 -12 12 -14 16 22 -17 17 -19 -20 27 21 -23 23 -25 -26 -27 -28 -29 29 -31 -32\nleaf_value=0.0098218058140653632 -0.0063534438424022411 -0.0056359114401912588 0.0083791512543818589 0.0018979574042141663 0.0032534505478141254 0.0013432492127611443 -0.0026304549114882941 -0.0037647930073314534 -0.0027468669596497769 -0.00044981041747831427 0.0058427765363063605 -0.0019601022003316948 0.0005308244180155621 0.0051060852266953108 -0.0012699420308581119 0.003297468320575266 0.0055413242496497447 -0.0024343203743994951 0.0035636448280589234 -0.013695217180711068 -0.00011472818855169648 -0.0023922734219772152 -0.00082213291913058126 -0.0087968166215591226 0.0012832737260628471 0.0023714817808726052 -0.0081103207100947892 -0.00038113778948011305 -0.0089747974458875591 -0.0035175760011399836 0.0054110278286029004\nleaf_weight=42 46 208 74 412 27 224 252 35 53 298 17 86 216 533 194 299 26 104 27 21 1088 417 35 123 271 432 66 10.999999999999998 61 333 149\nleaf_count=42 46 208 74 412 27 224 252 35 53 298 17 86 216 533 194 299 26 104 27 21 1088 417 35 123 271 432 66 11 61 333 149\ninternal_value=0 0.00131561 0.000264731 -0.000454818 -0.00201057 0.000603412 -0.00123956 0.00305898 0.00355439 0.0017523 -0.00291121 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25.4125\nthreshold=1.1307699840103769 2.0450000000000004 0.63092028637118225 33.573858415404658 -0.60676490194843291 0.32974538650968915 22.578371123533788 4.8328907280461975 -56.620550532197605 24.063838664296021 0.46152997089347186 -0.48054669231681119 1.0000000180025095e-35 1.5250527360980117 9.1482182139668939 0.74041675121225692 11.696655111825681 4.2500000000000009 1.2871090656498738 3.7500000000000004 1.0000000180025095e-35 1.190878038979305 0.12958553200107917 -1.863189720332582 0.032479745370370378 34.409940331013495 -0.058042540172871228 39.449924859160099 11.736446794906181 0.63414245478100451 51.965606105669593\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=5 7 3 8 16 -1 9 22 -3 11 -6 -7 -13 -14 -11 -5 -4 18 25 20 21 -9 -2 -18 -10 26 -12 28 -27 30 -29\nright_child=1 2 4 15 10 6 -8 19 24 14 17 12 13 -15 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 29 -30 -31 -32\nleaf_value=0.010215466428061495 -0.0026068910861408111 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0.00219134 -0.00320155 -0.00572552 0.00238489 0.000145816 0.0029075 0.00309633 0.00108333 0.000367529 -0.000519307 0.00396005 -4.29789e-05 8.20458e-05 -0.0056601 -0.0043145 0.000106456 -0.00224978 0.00470099 -0.00671226 -0.000428743 -0.00249057 1.90713e-05 -0.00405627 0.000329723 0.00228396\ninternal_weight=0 4232 3104 976 2128 1948 1905 1128 295 1859 1852 1473 1430 348 386 681 276 1794 1769 301 245 71 827 250 263 1357 234 1123 71 1052 273\ninternal_count=6180 4232 3104 976 2128 1948 1905 1128 295 1859 1852 1473 1430 348 386 681 276 1794 1769 301 245 71 827 250 263 1357 234 1123 71 1052 273\nis_linear=0\nshrinkage=0.01\n\n\nTree=361\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 2 95 234 131 88 176 96 71 179 87 90 22 61 188 20 147 139 231 226 153 99 48 0 73 55 231 231 143 67 240\nsplit_gain=156.162 72.2699 51.7039 56.14 35.5191 32.4427 26.0666 25.1137 24.5309 19.2318 17.3669 17.3007 16.8337 19.1761 19.4418 18.8909 16.7482 16.1611 15.9036 15.3821 15.0224 14.6283 14.4856 13.958 23.2869 19.7371 16.4669 16.9727 19.2984 16.6297 14.0304\nthreshold=1.1307699840103769 2.0450000000000004 0.63092028637118225 33.573858415404658 -0.60676490194843291 0.32974538650968915 22.578371123533788 0.96849736866854996 0.18333333333333324 24.063838664296021 0.81983640814225478 0.46152997089347186 23.548750000000005 -0.057929347066980587 0.34004133597883596 0.92657088185950076 0.14460140804676663 9.1482182139668939 70.266857642924421 0.020234945830183922 0.73307724925704931 2.4287393907984383 1.1610460698268763 2.7500000000000004 -0.0491288482272473 -0.00080099987671876989 70.266857642924421 50.76505141373223 0.29175478348439082 -0.15651124944659131 69.713030329679484\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=5 7 3 8 21 -1 9 -2 -3 12 -9 -6 13 -7 16 18 -15 -11 -16 -12 -5 -4 -14 25 -25 -13 27 29 -29 -27 -26\nright_child=1 2 4 20 11 6 -8 10 -10 17 19 23 22 14 15 -17 -18 -19 -20 -21 -22 -23 -24 24 30 26 -28 28 -30 -31 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135 47 33 33 66 93\ninternal_value=0 -0.00101513 -0.000224064 -0.00211784 0.000650352 0.0023991 0.00217143 -0.00317088 -0.00568419 0.00236338 -0.00255411 0.000143053 0.00288109 0.00245279 0.00284452 -0.000888666 0.00327742 0.000364919 -0.00240251 -0.00191042 -0.000513038 0.00393038 0.00575354 -4.43663e-05 -0.00161785 0.000444826 0.00260508 0.00149991 -0.00263018 0.00291645 -0.00515308\ninternal_weight=0 4232 3104 976 2128 1948 1905 1128 295 1859 986 1852 1473 1298 1175 121 1054 386 109 819 681 276 175 1794 420 1374 314 267 66 201 120\ninternal_count=6180 4232 3104 976 2128 1948 1905 1128 295 1859 986 1852 1473 1298 1175 121 1054 386 109 819 681 276 175 1794 420 1374 314 267 66 201 120\nis_linear=0\nshrinkage=0.01\n\n\nTree=362\nnum_leaves=32\nnum_cat=0\nsplit_feature=1 81 34 57 99 232 90 231 225 146 21 52 2 80 2 144 233 166 234 60 154 51 0 224 27 73 153 133 30 227 37\nsplit_gain=153.932 69.6305 48.3556 37.8011 28.3023 19.7873 19.6661 26.3321 28.3261 18.5894 17.5358 21.605 18.7428 29.9013 16.5205 15.9576 15.7567 15.9357 15.4339 22.3465 15.0729 18.4118 14.5184 13.9099 13.8983 13.525 13.4759 13.2276 12.5062 12.374 12.2749\nthreshold=3.7250000000000005 1.1304909560723513 210.63423536793792 18.510280701200255 2.6257740275338812 12.208168994811833 0.71244973820711055 70.266857642924421 0.0060551693204754413 0.46322877615022634 -0.7779301935680526 -0.0040800414412838536 5570.0000000000009 1.1868386040938768 0.012250000000000002 0.63069358178053847 21.150357948628422 4.7916460717338083 44.80746791527568 3.9453689977426127 0.67497590206375502 -0.00092450103588688493 2.7500000000000004 0.032180356193514094 1.3357665380244963 -0.27339254870013119 0.73307724925704931 -0.1487958014820214 -3.1807535445331263 0.010966938215615457 33.308545190003919\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 4 14 6 10 -5 7 8 -3 -4 11 -1 -13 -14 -2 28 -11 -18 19 -15 21 -8 24 -9 29 26 -22 -10 -16 -12 -27\nright_child=2 3 9 5 -6 -7 20 23 27 16 22 12 13 18 15 -17 17 -19 -20 -21 25 -23 -24 -25 -26 30 -28 -29 -30 -31 -32\nleaf_value=-0.0054936706550461657 -0.0062745156986715378 0.0014185224054149995 0.0032754694260583427 0.0060854548011931488 0.0089657100149710799 -0.0028380872105621016 0.0085678758218066618 0.006189027109997176 0.0022090357100405383 0.00040353743701843629 0.0028107477981089563 0.00082158931600611153 0.0094399556893376112 0.0018850847587388625 0.0027259708444015104 -0.0023657796196140659 -0.0014915856168598335 -0.0054719373536629605 0.0041689143495504538 -0.0058085935600952756 0.0030970138649588793 -0.0022746792558696045 0.0068224061791489678 -7.3091007467084726e-05 0.0085042528335067848 0.00048556310439758514 -0.006358675812155286 -0.0034376715760318873 -0.00048750825692102075 -0.0028860589696019156 0.0034361065961650682\nleaf_weight=31 46 252 27 17 60 471 54 74 40 64 400 681 61 202 128 420 134 548 226 36 15.999999999999998 15.999999999999998 123 61 32 302 32 351 980 34 261\nleaf_count=31 46 252 27 17 60 471 54 74 40 64 400 681 61 202 128 420 134 548 226 36 16 16 123 61 32 302 32 351 980 34 261\ninternal_value=0 0.00129766 -0.00194832 -3.04945e-05 0.00266171 -0.00241127 0.000776811 -0.000309906 -0.00116217 -0.00398094 0.00240686 0.00170731 0.00193607 0.00333933 -0.000931255 -0.000730647 -0.00428342 -0.00472273 0.00235508 0.000534043 0.00200483 0.00611503 0.003823 0.00354958 0.00290462 0.00144306 -0.00321624 -0.00281932 -9.5214e-05 0.0023095 0.00188949\ninternal_weight=0 3833 2347 1947 1886 488 1459 778 643 773 1826 1237 1206 525 1574 1528 746 682 464 238 681 70 589 135 466 611 48 391 1108 434 563\ninternal_count=6180 3833 2347 1947 1886 488 1459 778 643 773 1826 1237 1206 525 1574 1528 746 682 464 238 681 70 589 135 466 611 48 391 1108 434 563\nis_linear=0\nshrinkage=0.01\n\n\nTree=363\nnum_leaves=32\nnum_cat=0\nsplit_feature=1 81 34 57 99 232 90 231 225 146 21 52 174 2 94 144 21 154 56 95 33 224 73 153 133 48 57 89 102 30 234\nsplit_gain=151.274 68.4911 47.409 36.9577 28.0234 19.5233 19.3159 25.8024 27.8053 18.2723 17.3142 21.3253 18.6202 16.2499 16.2253 15.6265 15.6024 14.8304 18.2478 14.6436 14.1034 13.6206 13.3203 13.3004 13.0205 12.9197 12.3728 14.2043 12.3486 12.2817 12.1032\nthreshold=3.7250000000000005 1.1304909560723513 210.63423536793792 18.510280701200255 2.6257740275338812 12.208168994811833 0.71244973820711055 70.266857642924421 0.0060551693204754413 0.46322877615022634 -0.7779301935680526 -0.0040800414412838536 5.8147500848596385 0.012250000000000002 -0.74231040092718303 0.63069358178053847 -47.146294586368448 0.67497590206375502 29.151555911362497 0.77308513806892554 371.15685142121032 0.032180356193514094 -0.27339254870013119 0.73307724925704931 -0.1487958014820214 -4.6280870547146451 1.8126809678011149 0.59384593530019536 0.2964235202282694 -3.1807535445331263 19.61427087226987\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 4 13 6 10 -5 7 8 -3 -4 11 -1 14 -2 -13 29 -11 18 -8 -16 26 -9 23 -19 -10 -18 -12 -28 -14 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32 351 343 20 93 37 980 328\nleaf_count=31 46 252 27 17 60 143 11 74 40 263 466 28 42 128 391 420 140 16 59 708 10 61 563 32 351 343 20 93 37 980 328\ninternal_value=0 0.00128793 -0.0019299 -2.93187e-05 0.00264077 -0.00238339 0.000768925 -0.000308059 -0.00115169 -0.00394254 0.00238724 0.00169219 0.00191949 -0.000922839 0.00225199 -0.000723886 -0.00424245 0.00198597 0.00606286 0.00200881 0.00379435 0.00351243 0.00142878 -0.00319491 -0.00279353 -0.00530793 0.0040262 0.00696288 -0.00254405 -9.50706e-05 -0.00280752\ninternal_weight=0 3833 2347 1947 1886 488 1459 778 643 773 1826 1237 1206 1574 1127 1528 746 681 70 1099 589 135 611 48 391 483 579 113 79 1108 471\ninternal_count=6180 3833 2347 1947 1886 488 1459 778 643 773 1826 1237 1206 1574 1127 1528 746 681 70 1099 589 135 611 48 391 483 579 113 79 1108 471\nis_linear=0\nshrinkage=0.01\n\n\nTree=364\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 2 95 234 131 88 176 58 96 179 90 87 22 61 188 20 145 231 12 139 231 226 153 97 48 0 73 55 231 231 143\nsplit_gain=148.803 68.3875 49.3502 56.0942 34.6778 32.1395 25.5099 24.5331 24.4491 18.3951 17.0619 16.9012 16.7264 18.7805 18.6149 18.6354 16.5899 19.188 17.7243 16.0268 15.8248 15.1525 14.7253 14.3833 14.0944 13.5412 23.0421 19.4143 16.1278 16.8875 18.9988\nthreshold=1.1307699840103769 2.0450000000000004 0.63092028637118225 33.573858415404658 -0.60676490194843291 0.32974538650968915 22.578371123533788 -56.620550532197605 0.96849736866854996 24.063838664296021 0.46152997089347186 0.81983640814225478 23.548750000000005 -0.057929347066980587 0.34004133597883596 -1.0000000180025095e-35 1.0000000180025095e-35 50.76505141373223 2.2611497594007886 9.1482182139668939 70.266857642924421 0.020234945830183922 0.74041675121225692 11.696655111825681 1.1610460698268763 2.7500000000000004 -0.0491288482272473 -0.00080099987671876989 70.266857642924421 50.76505141373223 0.29175478348439082\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=5 8 3 7 23 -1 9 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188 146 21 52 174 94 40 231 233 52 233 166 154 51 231 96 60 33 231 236 129 112\nsplit_gain=146.458 66.599 45.8709 35.7768 27.6244 19.3404 19.0471 25.6704 24.0361 19.6148 17.9771 17.0536 21.0868 18.1803 16.3365 15.967 24.5257 17.327 16.5124 15.6931 15.5729 14.4885 18.2356 14.2198 23.5668 16.0585 13.9243 13.4399 13.2046 47.6677 34.8156\nthreshold=3.7250000000000005 1.1304909560723513 210.63423536793792 18.510280701200255 2.6257740275338812 12.208168994811833 0.71244973820711055 -7.9908563032342927 70.266857642924421 1.3029979213907787 0.46322877615022634 -0.7779301935680526 -0.0040800414412838536 5.8147500848596385 -0.74231040092718303 -4.0698465783157696 50.76505141373223 39.449924859160099 -0.0022733288419596047 21.150357948628422 4.7916460717338083 0.67497590206375502 -0.00092450103588688493 59.142313010878112 0.97787331032383806 3.9453689977426127 371.15685142121032 50.76505141373223 46.00802260721305 -0.78437500000000049 1.0000000180025095e-35\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 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1056\nis_linear=0\nshrinkage=0.01\n\n\nTree=366\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 2 95 234 131 88 176 58 96 179 90 22 61 188 20 147 87 139 231 226 153 99 48 231 44 0 0 81 21 224 72\nsplit_gain=144.119 66.2902 47.7919 55.7271 34.0156 31.904 24.9552 24.2043 23.9698 17.9265 16.7597 16.6327 18.4049 18.103 18.4951 16.6283 16.4778 15.8656 15.6359 14.903 14.5224 14.2626 13.8283 13.5963 14.9342 13.5921 13.4941 14.5807 13.0933 12.9489 12.5489\nthreshold=1.1307699840103769 2.0450000000000004 0.63092028637118225 33.573858415404658 -0.60676490194843291 0.32974538650968915 22.578371123533788 -56.620550532197605 0.96849736866854996 24.063838664296021 0.46152997089347186 23.548750000000005 -0.057929347066980587 0.34004133597883596 0.92657088185950076 0.14460140804676663 0.81983640814225478 9.1482182139668939 70.266857642924421 0.020234945830183922 0.73307724925704931 2.4287393907984383 1.1610460698268763 50.76505141373223 7.6542765152079024 1.0500000000000003 4.1000000000000005 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1852 1473 1298 1175 121 1054 986 386 109 819 681 276 175 359 343 167 1794 1767 250 263 786\nis_linear=0\nshrinkage=0.01\n\n\nTree=367\nnum_leaves=32\nnum_cat=0\nsplit_feature=1 44 40 236 233 234 190 234 40 157 109 234 0 224 237 143 228 87 38 34 180 144 78 53 182 242 62 165 32 96 90\nsplit_gain=142.113 63.9218 58.3455 32.8225 32.5142 36.9289 75.8147 34.5824 31.4094 29.7818 27.2465 27.246 22.3252 33.6389 29.9508 23.0594 20.0827 18.0034 20.4698 17.9666 17.8583 16.1323 15.7381 15.4903 15.2828 15.0428 16.5719 16.7489 14.8311 14.418 21.8403\nthreshold=3.2050000000000005 4.471963871689657 -1.5798526399423507 19.61427087226987 12.526264682419171 44.80746791527568 0.47949591128345193 1.0000000180025095e-35 0.66024387871581458 9.8484911126137735 0.037921818557759744 44.80746791527568 3.7500000000000004 0.035458182367149767 74.78978070109126 0.18391617152265735 0.0082167888374485559 1.5669692180399062 50.983418961413825 111.17420014606626 5.8197357992654402 0.65331196581196593 1.0555634126702731 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236 15 84 376 171 98 292 711 129 59 37 287 248 84\ninternal_value=0 -0.000904584 -0.00243798 -2.07099e-05 -0.00306311 0.00217287 -0.000415154 0.00176878 0.00195027 -4.74784e-05 -0.00206623 0.000318168 -0.00338187 -0.00363303 -0.00200458 0.000385374 -6.04666e-05 0.00360569 -0.00455621 -0.00522916 -0.00625694 -0.0024978 0.0021304 0.00235195 0.0027723 -0.00490401 0.00296188 0.00180104 0.000103703 0.00378829 0.00384944\ninternal_weight=0 4232 1541 2691 1344 1948 2435 197 1905 2173 377 198 1301 1248 463 1796 1501 256 785 646 460 186 1859 1761 1469 143 1426 631 346 285 795\ninternal_count=6180 4232 1541 2691 1344 1948 2435 197 1905 2173 377 198 1301 1248 463 1796 1501 256 785 646 460 186 1859 1761 1469 143 1426 631 346 285 795\nis_linear=0\nshrinkage=0.01\n\n\nTree=375\nnum_leaves=32\nnum_cat=0\nsplit_feature=1 44 40 236 233 234 190 234 40 157 109 234 0 224 239 91 228 34 87 38 180 158 231 100 182 53 242 62 165 11 225\nsplit_gain=124.699 56.8855 50.7868 31.0538 31.1289 34.3099 70.829 33.039 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97\nsplit_gain=122.456 55.6292 53.0395 45.6358 34.6437 31.2285 30.7102 25.259 22.7667 26.6575 22.3505 22.194 24.1521 22.6414 20.1126 19.4988 18.2635 17.4206 16.5558 16.3463 48.5794 15.7921 15.6761 14.9428 18.8204 19.6431 13.8709 13.3059 12.8427 12.5044 14.1977\nthreshold=1.1307699840103769 1.5716203328017939 18.510280701200255 33.573858415404658 0.46152997089347186 0.32974538650968915 -0.17945254176717781 38.217948399965721 0.98425099206349231 55.352755484902865 22.578371123533788 1.7327941260519815 -2.0581698926860947 -10.810337853461395 -12.748788270947621 -0.7943672839506184 -0.023004554008604326 16.279421399297288 -0.19512900016372128 2.7500000000000004 1.0000000180025095e-35 0.29352320739845367 1.8672666380838558 -0.48054669231681119 0.88500000000000012 1.6176307498424696 331.51152396756555 -7.0779511644608588 0.011973464492616123 0.35762248682412656 11.704368847449564\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=5 -2 4 6 -3 -1 -4 15 -6 16 21 12 13 -11 -9 -5 -10 -15 -8 29 27 22 23 -7 25 26 -25 -21 -17 -14 -31\nright_child=1 2 3 7 8 10 18 14 9 11 -12 -13 19 17 -16 28 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 30 -32\nleaf_value=0.009750893760626534 -0.0052907683981656189 0.005762840500006341 -0.0087086240900696027 -0.0099106650502810284 0.0027754615471046185 -0.002897553909051095 0.005018387438253339 0.0029591874233664025 -0.00036451251327957785 -0.010766968890876872 -0.0043723767132184174 0.00466394676045558 0.0012016986747655834 -0.002591530350477528 -0.0013472925661465809 0.004024472380335424 0.0053082860304390486 0.0026195647984337211 -0.0035375429736197147 0.0047762478655797259 -0.0063831135842304723 -0.0016831560121530463 -0.0036970367258856709 0.0039197825917363675 0.0019548578227250803 0.010488402748197933 -0.0042510099056407213 -0.00050839179784028968 -0.0050202347256611954 -0.0046480709125716118 -0.00013577459682089798\nleaf_weight=43 259 93 158 43 236 43 18 134 98 22 46 65 718 572 430 21 121 64 127 48 147 98 34 376 1254 40 13.999999999999998 259 22 71 506\nleaf_count=43 259 93 158 43 236 43 18 134 98 22 46 65 718 572 430 21 121 64 127 48 147 98 34 376 1254 40 14 259 22 71 506\ninternal_value=0 -0.000888414 -0.000588861 -0.00263242 6.25689e-05 0.00213498 -0.00577373 -0.00110279 -0.000137552 -0.000402352 0.00191305 -0.000702164 -0.00086577 -0.00248348 -0.000290393 -0.00584536 0.00286471 -0.00203471 -0.00222018 -0.000246504 -0.00185751 0.00209115 0.0023095 0.00244836 0.00260116 0.00439871 0.00352753 0.000442476 -0.000677148 0.000328186 -0.000760738\ninternal_weight=0 4232 3973 953 3020 1948 303 650 2927 2691 1905 2472 2407 658 564 86 219 636 145 1749 454 1859 1761 1727 1684 430 390 307 43 1295 577\ninternal_count=6180 4232 3973 953 3020 1948 303 650 2927 2691 1905 2472 2407 658 564 86 219 636 145 1749 454 1859 1761 1727 1684 430 390 307 43 1295 577\nis_linear=0\nshrinkage=0.01\n\n\nTree=377\nnum_leaves=32\nnum_cat=0\nsplit_feature=1 44 40 236 233 234 190 234 40 157 109 234 152 228 34 87 38 180 242 233 153 144 48 91 231 187 1 53 32 68 96\nsplit_gain=120.658 55.2464 48.9091 30.4881 30.7788 33.6134 69.5152 32.6194 28.893 26.7989 26.6146 23.3087 19.0567 18.4681 16.7986 16.506 19.0118 16.3467 15.2104 15.5199 14.7385 14.6888 14.6221 18.317 29.9354 14.2198 15.9849 14.1329 14.0278 13.8637 13.654\nthreshold=3.2050000000000005 4.471963871689657 -1.5798526399423507 19.61427087226987 12.526264682419171 44.80746791527568 0.47949591128345193 1.0000000180025095e-35 0.66024387871581458 9.8484911126137735 0.037921818557759744 44.80746791527568 5.0558655063764961 0.0082167888374485559 111.17420014606626 1.5669692180399062 50.983418961413825 5.8197357992654402 55.352755484902865 21.150357948628422 0.70678796827194446 0.65331196581196593 15.798402220028928 0.87548674862084397 50.76505141373223 4.3892778134632424 5.7150000000000007 -0.020747245179063355 -24.367346938775508 -0.090081645889936598 0.95750016485817546\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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1583\nis_linear=0\nshrinkage=0.01\n\n\nTree=378\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 183 231 131 224 88 19 239 176 96 165 231 100 69 234 231 81 99 146 0 233 231 47 65 22 1 176 90 231 149 96\nsplit_gain=118.538 54.2601 38.9018 37.7875 36.9614 31.0794 24.7782 24.0388 21.9966 18.5368 18.3157 22.9262 23.2811 17.0328 18.3279 16.9117 17.8939 16.7709 15.9442 15.771 23.2304 16.1998 15.4329 18.9466 25.7931 26.2019 15.3534 14.2245 13.9096 17.5079 14.4494\nthreshold=1.1307699840103769 10.720433909674982 70.266857642924421 -0.69455813807004241 0.040726190476190478 0.32974538650968915 -16.939999999999994 39.602454348709514 22.578371123533788 0.98486738788223327 18.665226395066366 50.76505141373223 12.981425370170493 -0.12460938260073869 19.61427087226987 59.142313010878112 0.9875288571359141 2.4287393907984383 0.46649373784684006 1.0500000000000003 39.449924859160099 39.93083279352026 -0.37182793606371384 -0.038422713095783469 23.548750000000005 0.7400000000000001 5.396039168801253 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256 785 646 460 186 1859 1295 821 752 143 564 665 371 294\nis_linear=0\nshrinkage=0.01\n\n\nTree=379\nnum_leaves=32\nnum_cat=0\nsplit_feature=1 44 40 236 233 234 190 234 40 157 109 234 152 228 34 87 38 180 153 100 242 233 48 91 231 11 187 1 53 142 96\nsplit_gain=116.52 53.6984 47.022 29.9883 30.4512 32.9502 68.4018 32.2571 28.4599 26.1455 26.4235 22.5133 18.6525 18.0919 16.495 16.197 18.7643 16.0085 14.5629 14.5172 14.511 15.215 14.3148 17.8959 29.3914 13.9418 13.9416 15.6756 13.9047 13.7731 13.4295\nthreshold=3.2050000000000005 4.471963871689657 -1.5798526399423507 19.61427087226987 12.526264682419171 44.80746791527568 0.47949591128345193 1.0000000180025095e-35 0.66024387871581458 9.8484911126137735 0.037921818557759744 44.80746791527568 5.0558655063764961 0.0082167888374485559 111.17420014606626 1.5669692180399062 50.983418961413825 5.8197357992654402 0.70678796827194446 14.547896787118468 55.352755484902865 21.150357948628422 15.798402220028928 0.87548674862084397 50.76505141373223 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412 3526 3020 2544 1761 506 1397 136 1414 607 476 783 44 732 617 580 193 439 387 373 403 279 124 93 186\nis_linear=0\nshrinkage=0.01\n\n\nTree=424\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 101 32 88 81 231 176 165 224 239 62 231 53 157 176 0 17 190 18 19 53 103 60 29 43 40 144 23 66 70 40\nsplit_gain=50.7489 26.5398 26.4739 25.5604 20.6032 21.5271 41.8543 22.6343 21.7638 19.4922 18.2439 23.0704 16.171 16.1482 15.6002 14.5508 29.5967 20.7965 16.0584 14.981 14.4548 14.5493 14.0574 13.59 13.2118 13.1434 12.5065 13.4195 14.9733 13.3541 13.2971\nthreshold=1.1307699840103769 1.5716203328017939 243.30165377751339 0.32974538650968915 0.98425099206349231 59.142313010878112 24.02479356722387 15.425867080882631 0.055 26.870071741751229 0.39067144666274572 39.93083279352026 0.055722983257229866 4.5382485177010912 22.578371123533788 1.0500000000000003 0.12792459141181797 0.37807868607875089 -0.12639249889438878 -18.308918363910625 -0.16811899038461536 0.32433424182002574 0.37362090457482611 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768\nis_linear=0\nshrinkage=0.01\n\n\nTree=448\nnum_leaves=32\nnum_cat=0\nsplit_feature=1 68 2 40 94 0 15 180 40 166 26 54 17 31 16 187 23 0 0 137 233 75 63 73 91 189 78 231 132 147 23\nsplit_gain=31.473 25.051 18.8519 17.7961 22.3186 19.1127 21.2572 19.5794 15.7347 17.2664 14.8909 14.553 14.2071 16.7738 13.7247 13.4114 13.7351 12.7517 12.0325 18.1448 14.2919 14.7189 12.588 21.362 15.6312 11.8312 11.7961 11.0255 17.1203 12.0423 10.7545\nthreshold=3.2050000000000005 0.24285948403611465 0.0035050000000000003 0.66024387871581458 -0.74231040092718303 2.7500000000000004 168.19522779906114 5.8197357992654402 0.34910555555555184 5.5732358166696203 3.6684948711683787 -0.10116065242822654 0.2949009622591573 -228.47019339376297 -0.029391639065689416 5.5349221527964323 2.5054240631163727 1.3500000000000003 3.2500000000000004 1.2764704191861931 36.293171508032565 1.1898687331836284 0.025532281977813345 -0.18419178771521008 1.0655093605953578 0.27094488560775248 1.174423743555159 59.142313010878112 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152 179 144 65 146 163 231 146 56 96 233\nsplit_gain=27.1037 20.6489 20.4675 18.6228 14.8793 21.8147 26.4379 16.5318 18.8835 18.5881 18.0554 17.6813 17.0634 14.5751 22.2772 14.6245 16.9942 18.8004 15.4144 14.5968 14.4454 13.4942 13.4871 12.8689 12.4536 18.077 12.1046 12.6156 12.0834 11.8618 11.4982\nthreshold=1.5872884355492636 0.0035050000000000003 0.77278422107821321 13.651772485203045 0.36859590837559014 -3.5214843749999996 0.43819050625333356 59.142313010878112 0.97723278995445773 -0.0024918954855498547 0.025832347824828957 21.150357948628422 11.038289344777892 0.025892857142857145 0.27370643840681802 12.208168994811833 0.49967546516659467 90800.000000000015 2.7500000000000004 50.851582339100368 4.4894260510349868 5.197568369209665 0.69868421052631591 -0.013130723522310133 0.45920032635384356 11.811367495192084 54.554608939707471 0.45798583844082613 143.58270441923767 0.97241728747248002 36.293171508032565\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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459 4503 4445 4313 4271 54 58 224 33 4217 590 3627 330 98 232 148 93 135 566\ninternal_count=6180 5741 439 273 5468 5141 5129 167 304 248 80 4962 459 4503 4445 4313 4271 54 58 224 33 4217 590 3627 330 98 232 148 93 135 566\nis_linear=0\nshrinkage=0.01\n\n\nTree=469\nnum_leaves=32\nnum_cat=0\nsplit_feature=79 1 232 57 234 39 82 176 101 131 41 178 57 95 94 98 70 40 27 41 61 79 144 99 236 67 74 90 25 50 0\nsplit_gain=22.508 16.9735 18.415 17.4509 29.3595 18.2663 17.121 15.9806 13.5773 14.2505 12.9153 12.5184 12.1929 11.9144 13.9186 14.0069 13.7107 21.7694 13.8513 12.4251 12.3001 11.5455 11.4024 11.3913 10.8163 17.6634 10.6846 10.4343 11.7067 11.16 13.5798\nthreshold=1.5872884355492636 7.5200000000000005 12.208168994811833 18.510280701200255 33.573858415404658 -0.82074838709677567 1.0259827668035941 11.404414292088429 1.9146971142079459 0.44416708665510279 -0.29064357949016273 18.88374950807718 3.2784620327338652 0.77290406421212621 -0.51991652412669975 14.706462258905974 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35 151 156 63 17 32 11 1538 588 16 449 10 23 52 51 183 58 38 145 426 47 32 165 1282 33 27 150 41 100 15\ninternal_value=0 -0.000137682 -9.02797e-05 0.00115619 -0.000329998 -0.00127645 0.00300761 -0.00163916 3.15766e-05 0.0019715 -0.00179836 -0.000412323 -0.00268409 -0.000135714 -0.00289102 -0.000702981 -0.00377223 -0.0019075 0.00255124 -0.00376373 0.00185255 0.00128187 0.000706283 -0.00373926 -0.000202295 0.000457248 0.00028902 0.00014269 -0.000782464 -0.003331 -0.000878148\ninternal_weight=0 5622 5587 895 4692 1290 95 1195 3402 744 1178 465 713 3209 703 207 496 313 90 156 558 505 458 223 3186 1492 1459 1432 1694 156 115\ninternal_count=6180 5622 5587 895 4692 1290 95 1195 3402 744 1178 465 713 3209 703 207 496 313 90 156 558 505 458 223 3186 1492 1459 1432 1694 156 115\nis_linear=0\nshrinkage=0.01\n\n\nTree=476\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 19 101 236 32 176 232 39 0 90 182 232 20 94 24 231 224 239 44 52 33 78 10 187 131 103 43 94 131 163 81\nsplit_gain=20.3455 15.91 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84 22 233 10 64 77 68 68 77 57 131 0 89 29 153\nsplit_gain=19.8601 15.1279 16.1758 14.9449 22.8159 16.2233 14.8437 13.0408 25.8959 21.2305 16.4449 24.5449 16.278 16.7242 15.4145 16.4712 13.5184 13.5858 13.3505 21.262 14.716 13.3338 12.8161 12.685 13.2365 11.5789 11.4679 22.8464 13.7175 12.486 17.9152\nthreshold=1.5222234416154523 7.5200000000000005 12.208168994811833 18.510280701200255 33.573858415404658 -173.45289994949863 -0.027172802118318927 39.449924859160099 2.447428937299835 11.71119090422647 0.91447899286739431 0.87468342605663063 0.82152652312791907 -0.38761174382656421 93.063451473146657 1.6851851851851853 1.693837311199329 5.2638683127572028 36.293171508032565 0.88888888888888895 -0.037342881890981568 0.45880035675469044 -0.0012057305728442997 0.21337248583880758 1.3949583309450253 3.2784620327338652 0.38481481481481522 2.7500000000000004 1.1576396989390403 -0.61315995162353942 0.81404341796268176\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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30 0 232 53 232 99 94 24 231 224 239 44 52 33 78 48 215 58 27 42 23 152 186\nsplit_gain=19.5697 15.4138 15.0398 16.0165 12.5277 12.9897 24.9062 12.3148 12.0948 12.0871 11.6579 12.5946 11.4056 34.6912 12.1229 28.2361 13.0315 18.2823 15.4034 22.0505 14.9375 12.2231 12.0938 11.9918 17.188 12.0617 12.2607 11.3774 11.3398 11.2174 13.9097\nthreshold=348500.00000000006 -12.602953212843321 1.5716203328017939 46.00802260721305 243.30165377751339 33.685977734518865 44.80746791527568 1.2932311512048817 2.2014050304178161 2.7500000000000004 12.208168994811833 -0.024845679012345682 59.875678543069718 2.4376503916614687 -0.51991652412669975 0.072604536091231769 59.142313010878112 0.027703900709219857 26.870071741751229 11.646241885024716 -0.0032734562121426447 138.58040591891861 1.0702776595617263 -2.0581698926860947 1.0000000180025095e-35 0.699398415061249 0.74845679012345701 2.0151923849046933 -1.1717687074829928 3.5415873074123225 0.44601438492063489\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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85 236 163 45 0 76 97 233 25 165\nsplit_gain=16.3326 13.5416 13.2793 12.3484 16.7496 11.6389 22.0026 11.8689 15.0592 12.641 11.5564 11.4589 36.2835 24.4475 18.2331 13.5845 27.8418 19.1322 14.6097 13.3211 14.6443 12.1659 20.5997 17.2138 12.0119 16.5 21.0963 16.2426 16.0622 17.0249 16.2822\nthreshold=348500.00000000006 -12.602953212843321 1.7154036252509661 25.980844284125329 38.217948399965721 34.87131620365232 44.80746791527568 0.6639175046662702 1.2948166379806911 1.7006186355715125 2.7500000000000004 0.63092028637118225 19.61427087226987 1.0000000180025095e-35 1.4637253916733515 38.217948399965721 -1.149610927996064 1.0000000180025095e-35 15.270595396296651 0.73499634376529077 2.8403534253207456 1.2740262621305716 51.965606105669593 31.401191550233971 -1.2818065387411297 2.0500000000000003 1.0246788816785226 11.71119090422647 48.597025441250928 1.0223148082762521 22.765768018116145\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 -2 -1 5 -5 7 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53 101 105 90 53 65 231 73 73 46 147 61 67 67 234 60 56 185 232 233\nsplit_gain=16.2042 13.3047 12.3461 11.7802 10.2395 11.8436 17.5387 11.798 12.7264 11.9085 13.1771 12.5892 12.3557 13.4962 16.004 14.2724 11.937 10.9091 26.2671 17.0242 15.3657 14.6006 13.3486 11.4671 10.6724 10.6559 10.3341 9.94375 9.32056 9.23759 10.6853\nthreshold=1.5872884355492636 11.404414292088429 0.0035050000000000003 -12.778696482483975 0.77278422107821321 0.025892857142857145 0.27370643840681802 27.043762030277886 -0.28718986300402594 10.380951248513673 -0.060196066348678905 -1.0000000180025095e-35 1.9146971142079459 1.0000000180025095e-35 0.50721255926629272 0.014862023715664393 -0.059605182605386171 50.76505141373223 -0.27339254870013119 -0.37391064964855047 -4.7079510402962716 0.28247848530404651 0.0022246665450221803 0.071188809001957107 0.063144015878467699 1.0000000180025095e-35 -5.0102630577209739 50.851582339100368 2.8335550516502899 12.208168994811833 36.293171508032565\ndecision_type=2 2 2 2 2 2 2 2 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2332\nis_linear=0\nshrinkage=0.01\n\n\nTree=491\nnum_leaves=32\nnum_cat=0\nsplit_feature=79 176 1 232 60 95 231 98 135 94 96 12 12 30 57 226 26 149 28 233 147 18 0 32 32 84 83 94 71 101 131\nsplit_gain=15.8907 13.0792 12.2071 12.2382 11.8924 12.261 15.2078 23.1286 14.4839 13.3011 12.4875 12.8731 10.9178 10.8092 10.506 11.1532 10.1888 10.4866 10.1198 11.4889 22.3746 12.157 10.6319 13.6469 13.0035 10.2262 14.5698 10.6421 10.3938 10.3459 10.7985\nthreshold=1.5872884355492636 11.404414292088429 7.5200000000000005 12.208168994811833 -12.778696482483975 0.77290406422494529 20.06391648001469 15.581838224389866 5.9272411186696905 -0.51991652412669975 0.95721298892481455 5.3283950617283962 4.8617741197988122 -0.063413777820496148 2.9727112852983599 0.016494320942662778 1.1519238468357684 0.061102693602693499 -0.47724946460065526 12.526264682419171 0.28689642576663282 0.026630411726917515 1.0500000000000003 -80.0754743401246 -133.75021433470505 0.54832623270918768 1.0707670103241018 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427 5753 5717 5552 5535 2861 33 2828 2674 2801 2705 2675 36 165 66 165 46 2509 2135 53 2082 311 50 261 1771 1729 37 42 1692 1651\nis_linear=0\nshrinkage=0.01\n\n\nTree=492\nnum_leaves=32\nnum_cat=0\nsplit_feature=79 176 1 232 60 57 234 73 236 27 33 186 17 30 81 90 33 22 50 34 96 232 233 54 153 36 66 97 0 75 233\nsplit_gain=15.5714 12.8537 12.0509 11.9102 11.6174 12.0126 25.9824 16.1442 13.2399 20.2361 16.4083 13.0001 12.9896 10.6918 10.5853 10.4834 11.0431 10.6481 11.6289 10.7483 16.3195 15.3621 14.7722 10.7148 10.5854 10.4009 11.8633 10.0912 17.1911 22.8113 19.1785\nthreshold=1.5872884355492636 11.404414292088429 7.5200000000000005 12.208168994811833 -12.778696482483975 18.510280701200255 33.573858415404658 -0.29534424208121296 38.217948399965721 -0.7943672839506184 291.50619397517431 0.94455073696145131 0.010342741114957936 -0.063413777820496148 1.3310697060697063 0.46152997089347186 -228.13784239586059 3.8452593397648367 0.053438677282874783 -324.4337104573703 0.97774519667934767 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-0.00100585 -0.000577004 0.00258549 -0.00117483 -0.00504398 -0.000312527 -0.000228728 0.00217867 -0.00779206 0.00253231 -0.00272783 -0.00115616\ninternal_weight=0 6139 4696 43 4653 4596 4574 129 4445 4337 152 68 84 4185 2450 1735 2213 2063 1406 1243 1134 175 959 109 807 136 163 73 180 150 627\ninternal_count=6180 6139 4696 43 4653 4596 4574 129 4445 4337 152 68 84 4185 2450 1735 2213 2063 1406 1243 1134 175 959 109 807 136 163 73 180 150 627\nis_linear=0\nshrinkage=0.01\n\n\nTree=495\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 40 153 95 47 101 180 236 176 234 131 90 142 0 145 95 234 234 88 153 11 236 57 44 110 239 233 95 21 53 222\nsplit_gain=14.9268 12.8331 12.5378 13.1514 12.6717 12.1745 11.7593 16.3338 11.2004 21.6664 11.2779 14.7822 12.151 10.7217 13.6297 10.2782 36.6861 23.9808 17.999 13.044 14.4679 12.3077 26.9978 13.787 13.5289 16.2117 15.7989 22.8139 15.7731 18.7002 15.0235\nthreshold=348500.00000000006 0.11827737974347456 0.83071603197677724 0.53524407395792728 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0.00366286 3.91151e-05 -0.00412741 9.1266e-05 -0.000723328 -0.003251 -0.000989246 -0.00187894 0.00112412 0.000505314 -0.00261367 -0.00604653 0.00098822 0.00126527 0.0015637 7.4977e-08 0.00308999 0.0037514 0.00103981\ninternal_weight=0 439 365 141 224 5741 5259 117 5142 28 5114 5041 73 4907 51 4856 1166 376 216 202 82 790 100 66 690 670 652 327 325 299 288\ninternal_count=6180 439 365 141 224 5741 5259 117 5142 28 5114 5041 73 4907 51 4856 1166 376 216 202 82 790 100 66 690 670 652 327 325 299 288\nis_linear=0\nshrinkage=0.01\n\n\nTree=496\nnum_leaves=32\nnum_cat=0\nsplit_feature=79 176 1 232 60 95 231 98 135 94 96 78 44 27 36 66 95 28 233 66 18 1 90 84 83 16 71 101 131 143 143\nsplit_gain=14.786 12.4644 11.6413 11.0085 11.0146 11.371 14.6343 22.6581 13.9182 12.8138 12.136 12.3672 12.7612 10.6384 10.1641 11.5446 10.0038 9.87926 11.1719 22.1586 11.7646 9.99198 11.5348 9.81756 14.4602 10.6538 10.4069 10.0691 10.4673 11.5074 13.2016\nthreshold=1.5872884355492636 11.404414292088429 7.5200000000000005 12.208168994811833 -12.778696482483975 0.77290406422494529 20.06391648001469 15.581838224389866 5.9272411186696905 -0.51991652412669975 0.95721298892481455 0.77278555141169547 20.784830506828026 1.9911242603550294 -1.0000000180025095e-35 -0.026254709722210414 0.99244468889343918 -0.47724946460065526 12.526264682419171 -0.0096533947307069923 0.026630411726917515 -0.27499999999999997 0.57045234192264427 0.54832623270918768 1.0707670103241018 -1.0000000180025095e-35 0.12736291486291487 2.9116271180328721 -1.3335357749747176 0.48029126213592238 0.3893263342082241\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 -2 3 14 -5 6 7 -6 10 16 -8 12 -12 -4 15 -1 -7 18 19 -11 23 -19 -23 26 27 -26 -20 28 -25 30 -30\nright_child=1 -3 13 4 5 9 8 -9 -10 17 11 -13 -14 -15 -16 -17 -18 21 20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31 -32\nleaf_value=0.0015166226596682133 0.0011287050511813374 0.0062374232820238944 -0.00049614173621134229 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12.7114 9.74615 11.2526 9.6085 9.5766 14.251 10.5006\nthreshold=1.5872884355492636 11.404414292088429 7.5200000000000005 12.208168994811833 -12.778696482483975 0.77290406422494529 20.06391648001469 0.89528430148443239 5.9272411186696905 -0.51991652412669975 0.95721298892481455 5.3283950617283962 4.8617741197988122 -0.063413777820496148 -0.1370755747126447 162.66082125205921 1.1519238468357684 -26.704081632653061 -0.47724946460065526 12.526264682419171 0.28689642576663282 0.026630411726917515 1.0500000000000003 -80.0754743401246 -133.75021433470505 -0.27499999999999997 0.57045234192264427 3.9876508172713536 0.54832623270918768 1.0707670103241018 -1.0000000180025095e-35\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 -2 3 14 -5 6 7 -6 10 16 -8 12 -12 -4 15 -1 -7 -18 19 20 -11 28 23 -23 -24 -20 -27 -26 -21 -30 -31\nright_child=1 -3 13 4 5 9 8 -9 -10 18 11 -13 -14 -15 -16 -17 17 -19 25 21 -22 22 24 -25 27 26 -28 -29 29 30 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30 23 42 27 10 71 40 148 19 332 42 1692 15 22\ninternal_value=0 0.00179134 -9.70913e-05 -5.69343e-05 -0.000133497 -0.000163921 -0.000593745 0.0051256 -0.00067831 0.000296461 -0.000755157 -0.000624371 -0.000704014 -0.00507553 0.00237971 0.00436193 0.00287116 -0.00094904 0.000116415 -0.000144565 -0.00423898 -2.05717e-05 0.00171349 0.0053857 0.000837224 0.0015712 0.00201268 -0.000549704 -0.000332996 -0.000457657 -0.00589099\ninternal_weight=0 427 5753 5717 5552 5535 2861 33 2828 2674 2801 2705 2675 36 165 94 165 46 2509 2135 53 2082 311 50 261 374 351 190 1771 1729 37\ninternal_count=6180 427 5753 5717 5552 5535 2861 33 2828 2674 2801 2705 2675 36 165 94 165 46 2509 2135 53 2082 311 50 261 374 351 190 1771 1729 37\nis_linear=0\nshrinkage=0.01\n\n\nTree=498\nnum_leaves=32\nnum_cat=0\nsplit_feature=79 1 231 132 166 53 222 239 80 59 186 45 146 83 146 0 70 52 233 233 10 224 188 68 53 64 233 227 50 236 93\nsplit_gain=14.2073 11.543 10.9645 25.7744 13.9105 17.6657 14.6943 15.6579 13.1572 13.0305 15.1002 12.8515 12.743 13.8386 11.5102 13.0773 35.4193 18.4214 17.6276 23.7593 26.6123 25.9189 27.3067 21.1316 20.8811 20.3388 19.3366 18.5917 18.7861 18.3532 17.4927\nthreshold=1.5222234416154523 7.5200000000000005 59.142313010878112 -0.58776620370370303 5.0331751501664046 0.0050221472027370956 0.054257246376811598 26.870071741751229 1.2963475941315281 45.864804368939495 3.8986375923826322 -21.115246503314015 0.48772290219795122 0.97067273850430591 0.4965123870016957 1.0500000000000003 0.50961056962185569 -0.00095709998507585985 36.293171508032565 39.449924859160099 11.055555555555557 0.038710826210826214 4.8706395100510367 0.009263574771004127 0.003376481885186335 0.088310364056202739 8.425741474517972 0.013647434282354912 0.025008156104553078 51.965606105669593 1.250002087798282\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 9 -4 8 6 -6 -8 -5 -1 14 -9 -12 -14 15 16 17 -11 23 20 -20 22 24 -17 27 -22 -25 -21 29 -29 -23\nright_child=-2 -3 3 4 5 -7 7 11 -10 10 12 -13 13 -15 -16 18 -18 -19 19 21 25 30 -24 26 -26 -27 -28 28 -30 -31 -32\nleaf_value=0.00079121450013414443 0.0015438033398619366 -0.0051601148195718005 -0.0041984673081498511 0.0010747334501841439 0.0023816079698117314 -0.0062731898794151208 -0.0077040486672363996 0.0050588501197898362 0.005115618108816322 0.0045839339476696087 0.0030274706514134089 -0.0013073359615633389 -0.0050854998765691266 0.0020143539860324818 0.0021700652892666008 0.0028644465927968781 -0.01130745057518052 0.00010137737848069138 -0.0089524500653288992 -0.00088638584940004016 0.003420732184442837 0.0037310030173830153 0.008698408195141295 -0.0076787698599138669 -0.0051527213707428356 -0.0071170368035509083 0.001980388678420398 0.00030554340382647641 -0.011854960232957608 -0.0046865203203328865 -0.0015712633527938447\nleaf_weight=922 558 35 79 175 269 27 21 30 151 99 196 143 41 51 124 200 14.999999999999998 580 75 1533 43 160 15.999999999999998 34 149 18 33 120 15.999999999999998 176 91\nleaf_count=922 558 35 79 175 269 27 21 30 151 99 196 143 41 51 124 200 15 580 75 1533 43 160 16 34 149 18 33 120 16 176 91\ninternal_value=0 -0.000115584 -7.48194e-05 0.000933308 0.00147495 0.000391733 0.000904809 -0.00115928 0.00304298 -0.000268696 -0.000529317 1.2741e-05 0.00163481 -0.00133809 -0.000712484 -0.000825054 0.000393147 0.00081199 -0.00114269 -0.00141437 -0.00533518 -0.00115607 -0.00153516 0.00125929 -0.00166027 -0.000253214 -0.00328194 -0.00135196 -0.003541 -0.00271886 0.00182212\ninternal_weight=0 5622 5587 895 816 490 463 194 326 4692 3770 173 288 92 3482 3358 694 679 2664 2397 136 2261 2010 267 1994 61 67 1845 312 296 251\ninternal_count=6180 5622 5587 895 816 490 463 194 326 4692 3770 173 288 92 3482 3358 694 679 2664 2397 136 2261 2010 267 1994 61 67 1845 312 296 251\nis_linear=0\nshrinkage=0.01\n\n\nTree=499\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 101 180 23 231 79 159 17 176 234 83 91 98 49 30 81 0 17 44 76 16 11 49 95 236 16 67 234 34 234 2\nsplit_gain=14.198 12.1797 12.0048 12.563 18.7496 21.6555 15.3017 12.1704 11.2725 13.0674 11.0311 14.5329 10.7368 10.6319 11.7107 10.295 12.9971 16.7126 16.3011 10.2802 9.49574 16.5722 10.8846 9.59689 16.8329 9.34263 9.33813 11.7694 9.05865 10.8256 8.5355\nthreshold=0.47967321418550007 1.9146971142079459 33.219809779539354 4.6441383636125071 50.76505141373223 1.0365811525560011 9.6207088580760658 -0.15791153553381801 31.04005732017492 12.208168994811833 0.45195549049322864 0.85375239965717764 14.701470625768181 -28.941774069930961 -17.121373045267489 1.1701814516129034 1.3500000000000003 -0.13556091953643573 -12.742545771580561 0.83659330828148482 -0.33993176736721314 4.8451967592592604 0.34636049021681098 0.53524407395792728 46.00802260721305 0.18518318263143643 -0.29582623707743 12.208168994811833 -559.06277195267478 12.208168994811833 31.050000000000004\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 10 3 6 5 28 8 -6 13 -10 11 -2 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67 72 847 45 59 42 73 3814 33 78 35 31 53 47 29 27 12.999999999999998 20\nleaf_count=41 55 41 58 20 31 148 39 243 14 12 39 33 21 67 72 847 45 59 42 73 3814 33 78 35 31 53 47 29 27 13 20\ninternal_value=0 -7.95862e-06 0.00020285 0.00014535 -0.00133881 -0.00339314 0.000315061 0.000429916 0.000240686 -0.00533421 -0.000946078 0.00228267 0.0049546 0.000285927 0.000338613 -0.00124066 -0.00331803 -0.0046231 -0.00670852 0.00268413 0.000223037 0.000107929 0.00221634 0.000521824 -0.00211648 0.00426549 -0.00356751 -0.00127242 0.000757623 -0.00163125 0.00123159\ninternal_weight=0 6139 5019 4961 502 228 4459 274 4399 26 1120 88 60 4373 4332 1032 185 146 101 193 4139 3923 216 144 66 126 109 76 80 53 40\ninternal_count=6180 6139 5019 4961 502 228 4459 274 4399 26 1120 88 60 4373 4332 1032 185 146 101 193 4139 3923 216 144 66 126 109 76 80 53 40\nis_linear=0\nshrinkage=0.01\n\n\nTree=500\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 1 94 24 231 25 0 142 154 82 61 0 147 79 53 0 51 185 54 88 24 23 143 236 10 168 143 236 82 52 22\nsplit_gain=13.9534 11.9679 12.5328 12.535 12.0938 10.832 10.3171 11.0181 11.5534 11.0281 12.4133 19.2778 16.4797 14.2333 13.4942 12.6554 15.9089 21.9002 14.9116 20.4531 13.8087 13.2108 16.8245 14.9345 24.936 17.6998 17.5469 13.7577 33.3962 18.0622 16.5588\nthreshold=0.47967321418550007 4.6450000000000005 -0.74231040092718303 0.1600000000000007 79.530542502467782 10.380951248513673 4.2500000000000009 1.4489937641723356 0.73889408462985484 2.0895029662523092 -0.063716870906517162 2.7500000000000004 0.17241059568865519 1.2035278040221351 -0.027172802118318927 1.0500000000000003 -0.00093029794790423488 0.25928146258503476 0.65685897464839949 1.1657945109921963 0.96008785589011347 -0.59510591672753799 0.3893263342082241 19.61427087226987 1.6851851851851853 5.7851780494677687 0.11884584342211464 46.00802260721305 1.2375247035573127 0.0044093975404849309 -36.017205387205372\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 2 3 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180 10.999999999999998 127 13.999999999999998 67 98 22 2281 92 208 117 113 50 18 54 14.999999999999998 56 17 73 191 25 48 444\nleaf_count=41 27 1443 183 16 57 22 33 37 180 11 127 14 67 98 22 2281 92 208 117 113 50 18 54 15 56 17 73 191 25 48 444\ninternal_value=0 -8.53085e-06 0.000236424 0.00507239 0.000180951 0.000119199 7.84643e-05 0.000124359 -0.00202367 0.000236579 0.000200908 -0.0014922 0.00206989 -0.00282413 7.79793e-05 0.000369751 0.00157137 0.00215191 0.00347468 0.00465634 0.00669358 0.000102036 -0.000889104 -0.000525601 -0.00414804 -0.00661236 -6.51521e-05 0.000196347 0.00285913 0.00722351 -0.000450719\ninternal_weight=0 6139 4696 43 4653 4596 4574 4541 217 4324 4313 384 103 281 89 3929 707 615 407 290 177 3222 941 887 91 73 796 781 146 73 635\ninternal_count=6180 6139 4696 43 4653 4596 4574 4541 217 4324 4313 384 103 281 89 3929 707 615 407 290 177 3222 941 887 91 73 796 781 146 73 635\nis_linear=0\nshrinkage=0.01\n\n\nTree=501\nnum_leaves=32\nnum_cat=0\nsplit_feature=71 236 102 1 232 232 20 27 231 224 239 44 78 90 0 242 47 199 0 86 50 52 69 27 100 226 81 55 153 231 226\nsplit_gain=13.8111 13.6831 13.3208 10.7917 13.0798 17.1747 28.1712 10.617 10.5696 19.963 19.7555 18.9866 18.8093 15.9854 13.3198 12.8901 12.4738 13.8826 16.0853 16.1682 12.868 13.6696 14.9245 13.7631 12.7106 10.1624 9.96671 15.4728 10.416 16.9286 23.3792\nthreshold=-0.058761546049681576 46.00802260721305 0.44614811891483758 7.5200000000000005 12.208168994811833 59.875678543069718 -13.522435897435898 1.9911242603550294 59.142313010878112 0.027795138888888894 26.870071741751229 11.646241885024716 1.0484191747455596 1.0820178299061864 3.7500000000000004 55.352755484902865 0.81206875380968668 1.0000000180025095e-35 3.7500000000000004 0.86645007636010696 0.053438677282874783 0.0078870309757132721 -0.22519086106669592 1.9273298816568047 14.595646068976686 0.019671853415695776 0.858739382711734 0.20732216156594874 0.84092362013218913 50.76505141373223 0.01574900793650794\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 -1 -3 4 -2 6 -6 -5 16 13 14 25 -13 -10 -11 -14 17 26 19 -19 21 22 -18 24 -24 -12 27 -7 -28 30 -30\nright_child=3 2 -4 7 5 8 -8 -9 9 10 11 12 15 -15 -16 -17 20 18 -20 -21 -22 -23 23 -25 -26 -27 28 -29 29 -31 -32\nleaf_value=0.0066712850582346444 0.0027553698898620392 0.00032330318997957362 0.004732299959288617 -0.00037751702432151188 0.00089396283410743686 0.0033146243983325292 -0.015131864046775389 -0.010182544534534484 0.0035383197186436249 -0.00015676087024211899 -0.0039008793524284336 0.0071038289381485853 -0.0045479411997875422 -0.0007584266174536071 -0.013159171995835694 0.0036283313392086966 0.0048337423307832248 0.0077162138726473688 -0.0048440825945053638 -0.003322294603680141 0.0061478715148358546 -0.0033892888988381669 0.00031836588525626308 0.0039792780533696908 -0.0028949236229959632 0.0023131884900741253 -0.00083397001407167683 -0.0041133087174088818 -0.0072511352194302445 -0.011932774214506375 0.0080460221125260682\nleaf_weight=38 149 428 72 25 22 115 9.9999999999999982 10.999999999999998 306 13 103 46 32 115 11 26 65 48 10.999999999999998 10.999999999999998 28 87 1387 84 125 27 2726 27 10.000000000000002 11.999999999999998 9.9999999999999982\nleaf_count=38 149 428 72 25 22 115 10 11 306 13 103 46 32 115 11 26 65 48 11 11 28 87 1387 84 125 27 2726 27 10 12 10\ninternal_value=0 0.00155087 0.00103854 -0.000111855 -7.21438e-05 -0.000154246 -0.00652454 -0.00493579 -0.000104735 0.00105307 -0.00111097 -7.29122e-05 0.00295983 0.00237426 -0.00823377 -0.000888141 -0.000272246 -0.000667847 0.00345058 0.00547496 0.000389352 0.000262665 0.000473085 0.000266497 3.54418e-05 -0.00253722 -0.000778773 0.00172458 -0.000913427 -0.00587198 0.000529925\ninternal_weight=0 538 500 5642 5606 5457 32 36 5425 679 258 234 104 421 24 58 4746 2970 70 59 1776 1748 1661 1596 1512 130 2900 142 2758 32 20\ninternal_count=6180 538 500 5642 5606 5457 32 36 5425 679 258 234 104 421 24 58 4746 2970 70 59 1776 1748 1661 1596 1512 130 2900 142 2758 32 20\nis_linear=0\nshrinkage=0.01\n\n\nTree=502\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 101 174 65 61 30 103 48 227 98 22 231 234 71 1 83 91 81 17 0 44 22 234 73 96 55 172 101 143 236 44\nsplit_gain=13.5706 11.4983 11.6941 17.2059 19.0972 14.0214 15.7938 15.5409 15.0316 16.1051 14.7294 13.5295 28.189 18.1251 12.6788 10.6513 14.0241 10.1536 12.4092 15.3356 15.8361 9.57209 17.5637 26.3154 22.2402 19.9224 18.9126 15.7603 13.3737 13.1417 34.7139\nthreshold=0.47967321418550007 1.9146971142079459 5.8147500848596385 -0.051249703839659565 -0.015754762073581629 -1.4061850709413046 0.29466172115180417 -7.9908563032342927 0.010017247192310452 14.701638396917501 -107.45944479412076 54.554608939707471 1.0000000180025095e-35 0.41676706827309246 1.6050000000000002 0.45195549049322864 0.85375239965717764 1.1701814516129034 -0.13556091953643573 1.3500000000000003 -12.742545771580561 3.3492707039715595 33.573858415404658 -0.34302171416652572 0.97241728747248002 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126 741 366 235 94 671 1120 88 1032 185 133 101 3447 2038 961 211 750 1077 291 158 937 119\nis_linear=0\nshrinkage=0.01\n\n\nTree=503\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 40 153 95 47 45 90 102 2 74 0 40 96 231 176 165 239 66 11 29 71 179 23 186 59 223 149 233 233 100 132\nsplit_gain=13.4645 12.2674 11.8527 12.7479 11.3413 10.8965 10.0709 17.2594 11.7422 13.655 11.2171 11.2096 10.2215 9.79654 28.1936 18.1416 13.2491 21.044 11.7836 14.7145 11.7331 11.3497 14.26 10.5579 11.8971 13.4611 12.7518 12.2521 25.0119 25.7196 21.909\nthreshold=348500.00000000006 0.11827737974347456 0.83071603197677724 0.53524407395792728 -6.3679623788480724 -49.664731892648369 0.46152997089347186 0.39542725280679064 136000.00000000003 -0.34094223487422165 4.2500000000000009 0.022939115646258487 0.91132437827555812 59.142313010878112 24.02479356722387 15.425867080882631 26.870071741751229 -0.043144647476732648 3.962648734707559 0.030533295452855446 0.58088181856785492 38.710831912035914 -3.1652843427246196 3.8986375923826322 48.435846235820499 0.014166666666666662 0.092942433383609704 36.293171508032565 39.449924859160099 14.543333598838945 1.2525723952688839\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=5 2 4 -4 -2 -1 7 -7 10 -10 12 -12 -8 20 16 -16 17 -15 19 -18 21 23 -23 24 26 -26 -14 -27 29 30 -29\nright_child=1 -3 3 -5 -6 6 8 -9 9 -11 11 -13 13 14 15 -17 18 -19 -20 -21 -22 22 -24 -25 25 27 -28 28 -30 -31 -32\nleaf_value=-0.005234763571819262 -0.00072246549325059243 -0.0018305832093591116 0.0026041211050009607 -0.003072570938340772 0.0048585715438715328 0.00068340120690627991 -0.0029083718698479271 0.0070838032633556945 0.0023552925547007547 -0.0069110064058005875 -0.0076058053068844694 0.0012152900004084983 0.00029036730812171812 -0.010079569034168649 0.00035256704512634719 -0.0067270855134655425 0.0033176363618683995 0.0030204674863771532 -0.0024376058468664817 -0.00031526211947493533 0.0055574125894644133 0.0011518590695180299 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439 365 141 224 5741 5710 476 5234 59 5175 48 5127 5012 824 133 691 32 659 614 4188 4163 74 4089 3877 2830 1047 2734 2210 117 84\nis_linear=0\nshrinkage=0.01\n\n\nTree=504\nnum_leaves=32\nnum_cat=0\nsplit_feature=71 236 102 1 232 232 78 27 60 173 231 224 239 44 78 226 90 0 242 62 231 233 31 131 96 212 53 85 59 234 46\nsplit_gain=13.2282 13.2899 12.8321 10.4228 12.4851 16.9864 27.7787 10.462 10.1997 9.84179 9.6337 18.7118 19.085 18.2318 18.1717 15.2313 14.9128 13.0495 12.559 11.2279 15.2206 13.7443 29.2674 12.497 11.8632 14.051 12.7369 15.5521 12.4092 29.8227 31.295\nthreshold=-0.058761546049681576 46.00802260721305 0.44614811891483758 7.5200000000000005 12.208168994811833 59.875678543069718 1.1312388168111316 1.9911242603550294 -12.778696482483975 16.615734278744821 59.142313010878112 0.027795138888888894 26.870071741751229 11.646241885024716 1.0484191747455596 0.014647449524681661 1.0038603386150291 3.7500000000000004 55.352755484902865 0.31306880242958751 20.06391648001469 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10 11 146 12 379 29 12 59 48 143 406 17 25 13 30 79 34 95 20 150 14 626 83 95 3324\ninternal_value=0 0.00145506 0.000967638 -0.000108063 -7.02335e-05 -0.000146243 -0.00639391 -0.00470301 -9.76935e-05 0.000291493 0.000776065 0.00254765 0.00602203 -0.000127103 -0.000989711 -0.00344943 0.000271279 -0.00329297 0.000883102 -2.88687e-06 -0.00548369 -0.00365518 5.5056e-05 0.00373894 0.00185513 6.23925e-06 -0.00185749 0.000118359 -0.000886624 0.00021028 0.000410292\ninternal_weight=0 538 500 5642 5606 5457 32 36 5425 428 391 149 41 5407 935 311 624 85 539 419 168 138 4472 120 37 4438 243 4195 229 4045 3419\ninternal_count=6180 538 500 5642 5606 5457 32 36 5425 428 391 149 41 5407 935 311 624 85 539 419 168 138 4472 120 37 4438 243 4195 229 4045 3419\nis_linear=0\nshrinkage=0.01\n\n\nTree=511\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 40 153 96 233 49 45 90 234 90 1 96 0 40 187 45 176 231 90 19 166 47 231 127 70 234 234 224 81 233 224\nsplit_gain=12.0242 10.9383 10.9731 12.2647 10.3297 10.1284 9.76892 9.427 9.37975 8.62769 16.4095 9.91728 12.3483 10.9901 9.85773 16.0786 11.1312 11.6273 25.5632 15.5788 15.0766 18.4228 14.6646 17.2738 13.5846 10.9383 31.4494 19.7738 17.3294 10.5505 14.4673\nthreshold=348500.00000000006 0.11827737974347456 0.83071603197677724 0.97241728747248002 48.597025441250928 -2.9434132038640599 -49.664731892648369 1.7720222774840362 44.80746791527568 0.46152997089347186 1.6450000000000002 0.95721298892481455 4.2500000000000009 0.022939115646258487 4.3745276675485023 -25.411884247499994 35.618364109007381 59.142313010878112 1.107546941056764 45.809846523098614 5.0331751501664046 1.6053834555760955 39.93083279352026 5.3765412611803995 0.21966074228567567 1.0000000180025095e-35 33.573858415404658 0.032479745370370378 1.4457318726634492 36.293171508032565 0.030384490061909419\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=6 2 4 -4 -2 -6 -1 9 -9 10 -8 -11 14 -14 16 -16 17 19 20 -13 -19 -22 -21 25 -23 28 -27 -28 -24 -17 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197 11.999999999999998 35 257 202\nleaf_count=31 22 74 116 25 12 190 40 20 26 241 436 3122 27 19 63 44 10 215 87 15 347 48 65 81 25 76 197 12 35 257 202\ninternal_value=0 0.00160488 0.00230891 9.81671e-05 0.00363682 0.00433482 -9.4262e-05 -5.92335e-05 -0.00414202 -1.88337e-05 0.00125535 -0.000137931 -3.94615e-05 -0.00470867 1.38616e-05 0.0012431 -0.000149126 -0.00011444 0.00103516 -0.000347034 0.00174249 0.000607603 -0.00200287 -0.0023602 -0.00365408 -0.00139257 -0.00237036 -0.00026307 0.00135629 0.000594088 9.99959e-05\ninternal_weight=0 439 365 141 224 202 5741 5710 46 5664 476 5188 4947 46 4901 566 4335 4325 722 3603 635 420 481 466 73 385 285 209 100 503 459\ninternal_count=6180 439 365 141 224 202 5741 5710 46 5664 476 5188 4947 46 4901 566 4335 4325 722 3603 635 420 481 466 73 385 285 209 100 503 459\nis_linear=0\nshrinkage=0.01\n\n\nTree=512\nnum_leaves=32\nnum_cat=0\nsplit_feature=71 236 102 1 232 232 20 27 173 86 184 60 102 147 234 222 92 79 76 231 224 239 44 78 143 186 0 103 242 226 79\nsplit_gain=11.9677 12.0329 11.6044 9.61496 10.8254 16.2696 26.5552 9.81438 8.94603 8.92457 11.0911 8.88243 8.48345 8.5217 12.0678 11.9824 13.6019 12.0537 10.9305 10.7012 18.7425 18.7341 16.6084 16.9714 13.6912 13.0684 12.6331 12.5543 12.5167 11.5393 10.8905\nthreshold=-0.058761546049681576 46.00802260721305 0.44614811891483758 7.5200000000000005 12.208168994811833 59.875678543069718 -13.522435897435898 1.9911242603550294 16.615734278744821 0.80852923619309192 4.389190641534392 -12.778696482483975 0.79082850763548729 0.32495595500371388 12.208168994811833 0.023623511904761904 1.3327490579271293 1.6106667722521384 1.1198858477064144 59.142313010878112 0.027795138888888894 26.870071741751229 11.646241885024716 1.0443591081433201 0.4156626506024097 3.9820833333333332 3.7500000000000004 0.08448160567823805 55.352755484902865 0.017499499799919962 0.92835757057313961\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 -1 8 4 9 6 -6 -5 -3 10 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173 60 102 147 234 222 92 79 76 231 224 239 33 70 143 186 0 103 94 27 34\nsplit_gain=11.6897 11.6315 11.3289 9.49229 10.5279 15.9793 26.1105 9.69863 8.75269 11.0952 8.71279 8.6632 8.27032 8.30757 11.746 11.5861 13.2308 11.7556 10.6581 10.2769 18.0836 18.3782 16.106 13.7837 13.2092 12.638 12.3711 12.2613 11.6593 10.8287 11.2677\nthreshold=-0.058761546049681576 46.00802260721305 0.44614811891483758 7.5200000000000005 12.208168994811833 59.875678543069718 1.1312388168111316 1.9911242603550294 162.66082125205921 3.8194692461170017 16.615734278744821 -12.778696482483975 0.79082850763548729 0.32495595500371388 12.208168994811833 0.023623511904761904 1.3327490579271293 1.6106667722521384 1.1198858477064144 59.142313010878112 0.027795138888888894 26.870071741751229 -920.35256455770343 0.05812709173673121 0.4156626506024097 3.9820833333333332 3.7500000000000004 0.08448160567823805 -0.48186582967492803 5.4470616360467865 -544.09643442933714\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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60\nis_linear=0\nshrinkage=0.01\n\n\nTree=514\nnum_leaves=32\nnum_cat=0\nsplit_feature=71 236 102 1 232 232 99 27 86 184 59 236 60 57 234 73 236 38 33 186 175 234 100 82 184 61 69 99 68 55 57\nsplit_gain=11.4172 11.2413 11.0582 9.36978 10.2431 15.6915 25.6698 9.58292 8.68624 10.7097 8.54454 9.45201 8.44829 8.1379 28.5469 16.0685 13.5761 18.5553 13.4362 13.4415 13.3037 11.6035 10.5495 10.2376 9.37382 9.13587 20.5579 8.79231 8.70267 8.60759 16.0429\nthreshold=-0.058761546049681576 46.00802260721305 0.44614811891483758 7.5200000000000005 12.208168994811833 59.875678543069718 2.4376503916614687 1.9911242603550294 0.80852923619309192 4.389190641534392 32.774064896274069 51.965606105669593 -12.778696482483975 18.510280701200255 33.573858415404658 -0.12448221735715324 38.217948399965721 -1.0000000180025095e-35 291.50619397517431 0.94455073696145131 10.145682472449321 1.0000000180025095e-35 14.541467368589549 1.9015441353723868 0.64549949609473567 -0.060196066348678905 -0.10694229730613015 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2876\ninternal_count=6180 538 500 5642 5606 5457 32 36 149 84 428 391 5425 5407 935 311 624 85 539 419 168 138 120 4472 37 4438 243 4195 229 4045 2876\nis_linear=0\nshrinkage=0.01\n\n\nTree=515\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 101 180 159 25 100 230 233 233 89 233 96 233 95 12 90 102 100 36 25 233 0 68 22 15 71 46 78 178 83 83\nsplit_gain=11.2511 9.74779 10.8271 11.0026 10.8785 11.682 30.117 11.693 10.464 11.7586 12.3856 12.1369 10.1558 24.2846 17.6876 10.2306 18.9352 12.5202 12.345 17.4322 11.0865 11.1964 12.488 10.6358 10.4692 10.3369 10.0822 10.0466 9.63257 9.4671 9.45514\nthreshold=0.47967321418550007 1.9146971142079459 33.219809779539354 9.6590624020504396 -5.1580994678878627 13.642841417220204 0.48380355276907011 8.425741474517972 36.293171508032565 1.0208786767643028 39.449924859160099 0.97774519667934767 21.150357948628422 0.53524407395792728 2.7809063538030165 0.49791925207657023 0.39542725280679064 14.547896787118468 -86.975819206201336 -0.28472565496786906 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7.49323e-05\ninternal_weight=0 538 500 229 5642 5606 5457 32 36 149 82 67 271 5425 5407 5395 2062 2043 112 76 36 1931 151 1780 1677 111 1566 84 1482 3333 3251\ninternal_count=6180 538 500 229 5642 5606 5457 32 36 149 82 67 271 5425 5407 5395 2062 2043 112 76 36 1931 151 1780 1677 111 1566 84 1482 3333 3251\nis_linear=0\nshrinkage=0.01\n\n\nTree=517\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 1 30 101 178 61 180 23 231 79 159 17 98 49 30 16 189 52 95 17 67 68 0 59 162 45 234 76 2 92 90\nsplit_gain=10.9929 9.50022 9.30844 8.57838 10.3643 10.3915 10.3586 10.7399 18.081 19.1513 13.4714 11.5368 9.7911 9.0651 9.5797 10.6188 8.76158 8.7565 8.74866 13.9815 8.73288 8.54241 9.06059 20.6064 9.58388 8.47266 8.64228 8.36918 8.0845 7.88762 7.61836\nthreshold=0.47967321418550007 7.5200000000000005 -0.063413777820496148 1.9146971142079459 18.88374950807718 -0.0033534438665647798 33.219809779539354 4.6441383636125071 50.76505141373223 1.0365811525560011 9.6207088580760658 -0.15791153553381801 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0.00127619 -0.0037242 0.000662656 -0.00126823 0.00403512 0.00108854 0.00128697 0.000344127\ninternal_weight=0 6139 36 6103 1098 88 5005 4947 502 228 4445 274 60 4385 4344 188 58 1010 4156 68 4088 193 175 43 132 80 61 124 46 243 3895\ninternal_count=6180 6139 36 6103 1098 88 5005 4947 502 228 4445 274 60 4385 4344 188 58 1010 4156 68 4088 193 175 43 132 80 61 124 46 243 3895\nis_linear=0\nshrinkage=0.01\n\n\nTree=518\nnum_leaves=32\nnum_cat=0\nsplit_feature=71 55 239 0 59 1 232 232 20 27 14 46 0 145 71 231 224 239 44 78 242 90 0 47 65 40 199 0 91 50 27\nsplit_gain=10.8414 10.5165 10.0316 12.0738 10.3689 8.99245 9.6854 15.1914 24.8937 9.19254 8.51427 10.7169 8.07534 13.2801 11.3737 8.61749 18.7451 17.6171 16.5491 16.0888 15.253 14.8351 12.2969 10.5605 13.0302 13.3189 11.3625 15.189 16.2604 10.7636 11.0143\nthreshold=-0.058761546049681576 0.39845493194084808 52.318744986256782 2.7500000000000004 33.733192019787509 7.5200000000000005 12.208168994811833 59.875678543069718 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0.026783625730994153 1.0000000180025095e-35 -8.7317158561454189 1.0000000180025095e-35 36.293171508032565 39.449924859160099 14.543333598838945 1.0555462074896707 -1.734001040582726 2.2772187972411193 18.441281135096933 0.24654320987654435 0.22476257948478359 33.740068943746643 0.022577030812324931 0.072309299999999258 0.076627175932277802 -0.079556932966023855 46.00802260721305 -1.0000000180025095e-35\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 3 -3 -1 6 -6 7 -5 10 13 12 -12 15 -2 -15 18 17 19 20 -17 23 22 27 24 -8 28 -21 -18 -20 30 -29\nright_child=9 2 -4 4 5 -7 8 -9 -10 -11 11 -13 -14 14 -16 16 21 -19 25 26 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 -32\nleaf_value=-0.0013035669352961133 -0.0039245453061405597 0.00077523234316743365 -0.005707896100895957 0.00050377713956875343 0.0029500826646015423 -0.010997883285988441 -0.0021281844468934415 0.0060693278141045384 0.0023712608725090295 -0.0031085399401455105 0.0003598697361454531 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-0.00746345 -0.0014481 -0.000141924 0.000177621 -0.000347604 -0.00124934 0.00320431 -0.00234756 1.39107e-05 0.00534544 0.0019097 -0.00103207\ninternal_weight=0 5842 132 5710 5175 28 5147 156 4991 338 4787 333 4454 308 294 4405 3919 154 486 110 223 3765 3123 205 189 263 59 2991 131 276 83\ninternal_count=6180 5842 132 5710 5175 28 5147 156 4991 338 4787 333 4454 308 294 4405 3919 154 486 110 223 3765 3123 205 189 263 59 2991 131 276 83\nis_linear=0\nshrinkage=0.01\n\n\nTree=526\nnum_leaves=32\nnum_cat=0\nsplit_feature=81 176 55 160 168 53 99 231 94 25 176 0 68 57 66 234 85 27 0 26 81 81 0 34 0 180 21 5 52 59 102\nsplit_gain=9.95663 12.6223 12.4255 8.335 10.8587 9.99922 14.7041 13.4601 17.963 11.4577 10.1263 9.43565 9.94993 9.21431 9.70678 11.6866 13.7478 11.9772 15.6356 11.5593 9.04888 8.84172 8.41132 8.15529 27.1343 37.8924 25.2647 13.6841 17.9881 12.4998 11.1697\nthreshold=0.86927248677248692 11.341729579912885 0.20732216156594874 4.6789526880202974 11.787168065786878 0.022900054061359643 2.44017267773433 50.76505141373223 -0.38759133550221198 10.380951248513673 35.618364109007381 4.2500000000000009 0.0021907170977325456 -7.3788986617359358 0.044990005910677928 1.0000000180025095e-35 1.061007392700998 -2.3734736480883072 2.7500000000000004 -1.5949581478682002 1.1593737601423084 1.1955857893606081 3.7500000000000004 -324.4337104573703 2.7500000000000004 6.3008491790804717 -105.37817079406823 3.7981902380857759 0.0061693474080397213 49.051633083355071 0.44614811891483758\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 -1 4 5 9 20 8 21 10 11 23 -13 -5 15 17 -17 -15 19 -19 -7 -8 -11 24 26 -26 -2 28 30 -28 -25\nright_child=3 -3 -4 13 -6 6 7 -9 -10 22 -12 12 -14 14 -16 16 -18 18 -20 -21 -22 -23 -24 27 25 -27 29 -29 -30 -31 -32\nleaf_value=0.0012440527721275466 -0.0051231524139227535 0.0055868866182059839 -0.0038695107887159359 -0.0061412098494177591 0.0067503599107682265 -0.00035472633597984435 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0.0015677 0.000114132 6.55877e-05 9.7712e-05 -0.00405836 -0.00111866 -0.000845707 -0.000506877 -0.00130196 0.00172473 0.00299136 0.00413231 -0.00749055 0.004857 0.00519304 0.000146596 0.00103037 0.00377505 -0.000130592 -5.51393e-05 0.000524015 0.000691405 0.000326369\ninternal_weight=0 564 513 5616 4916 4902 251 221 110 4651 4617 4605 44 700 675 636 472 164 134 122 30 61 34 4561 840 243 597 3721 1942 520 1874\ninternal_count=6180 564 513 5616 4916 4902 251 221 110 4651 4617 4605 44 700 675 636 472 164 134 122 30 61 34 4561 840 243 597 3721 1942 520 1874\nis_linear=0\nshrinkage=0.01\n\n\nTree=527\nnum_leaves=32\nnum_cat=0\nsplit_feature=68 28 45 188 28 96 241 94 231 180 64 88 98 39 78 53 231 148 16 86 86 14 233 15 233 190 63 58 150 87 94\nsplit_gain=9.7704 9.93869 8.5085 8.7814 14.7185 10.1848 7.75261 7.59512 36.7838 13.2725 11.1851 11.7802 10.3005 15.5941 15.5271 14.1352 12.2259 26.5913 11.3041 10.246 16.289 14.1482 10.9741 36.7308 28.3375 19.9432 17.135 14.3706 11.7738 16.1581 11.2724\nthreshold=0.24285948403611465 -1.214073580316348 -49.664731892648369 -3.746428630479969 -22.818978674186287 0.97241728747248002 30.898135100226654 -0.36878655704860941 20.06391648001469 1.0000000180025095e-35 -0.061432417659620715 0.57665060326170059 14.707184701930517 -0.58134144037780378 1.1343581078685994 -0.053586172301912559 39.93083279352026 0.010208333333333297 0.24528657983825783 1.1833680367641266 0.97874080551459597 168.14628399913406 8.425741474517972 159.87978717986553 21.150357948628422 0.53210145155318533 -0.007673962507617379 -38.535294040287688 0.53148087833735858 1.283531550266451 -0.49685826923057125\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 -2 -1 4 5 -4 -5 8 9 -8 -10 -12 15 14 -14 18 17 -15 -9 20 22 -21 23 27 26 28 -24 -13 30 -30 -26\nright_child=1 -3 3 6 -6 -7 7 12 10 -11 11 19 13 16 -16 -17 -18 -19 -20 21 -22 -23 24 -25 25 -27 -28 -29 29 -31 -32\nleaf_value=-0.0045732970445463489 0.0050354650527427783 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935\ninternal_value=0 0.00288425 -3.31907e-05 -2.37832e-06 0.00161521 0.000649242 -9.19274e-05 -0.000114509 -0.000411204 0.00924897 -0.000520257 -0.000452021 0.00033129 8.02508e-05 -0.00653752 0.00212132 0.000195718 -0.00340801 0.00483989 -0.000510931 -0.000431289 -0.00441564 -0.000564347 -0.00358652 -0.000448955 -0.000574976 0.0067357 0.00122163 -0.000661452 -0.00115972 0.000120819\ninternal_weight=0 107 6073 6042 308 267 5734 5722 3436 29 3407 3371 2286 2014 25 272 1989 80 104 3346 3290 56 3183 106 3077 3033 44 65 3007 1834 1173\ninternal_count=6180 107 6073 6042 308 267 5734 5722 3436 29 3407 3371 2286 2014 25 272 1989 80 104 3346 3290 56 3183 106 3077 3033 44 65 3007 1834 1173\nis_linear=0\nshrinkage=0.01\n\n\nTree=528\nnum_leaves=32\nnum_cat=0\nsplit_feature=92 92 40 101 96 176 234 232 80 232 20 134 26 59 23 234 76 68 190 153 236 51 89 180 236 44 0 69 55 27 143\nsplit_gain=9.64508 14.3158 13.728 9.58755 10.0281 9.63922 20.8757 11.9531 9.66504 9.53403 30.5794 9.45801 8.99417 9.3969 9.17307 26.9044 31.8607 26.7676 26.0136 22.8672 17.5487 16.7292 16.4832 16.3515 14.9972 31.4832 19.0473 22.054 14.061 14.0769 13.3188\nthreshold=1.3508918476136078 1.2814242669282767 -0.52477116342236529 1.7410918066887564 0.99385392170740461 34.87131620365232 44.80746791527568 12.208168994811833 1.2724415747671565 59.875678543069718 -13.522435897435898 5.1544127928949361 3.6684948711683787 50.984706723161828 -2.7921418480375135 33.573858415404658 1.0246788816785226 -0.025915991166295328 0.5699279426564331 0.75015882198209616 46.00802260721305 -0.012732965082174428 1.2057707691511148 25.642303185186137 28.697223293649227 -1.149610927996064 3.7500000000000004 -0.030286677580418479 0.36414721810077472 -4.3462603878116326 0.22488532110091747\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 3 -3 -1 5 7 -7 8 -5 10 -9 -2 14 -14 28 16 21 23 19 22 -20 -16 24 -18 25 26 -17 -28 29 -11 -19\nright_child=11 2 -4 4 -6 6 -8 9 -10 12 -12 -13 13 -15 15 18 17 30 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 -32\nleaf_value=-0.0012572456596841809 0.002178627059682909 0.0007468755158491719 -0.0055790533926192943 0.00075745568816331516 0.002241329305589488 0.0029605625698966844 -0.010833477944015799 0.00058288026997831968 0.005864573931386923 0.0070433204121786407 -0.014111694805656329 -0.0030515855805506964 0.0052373470064525822 0.00023832914221557353 0.0041022702925170903 0.0088732548420660511 -0.0052684953820408519 -0.0022844539803592227 0.0018354386826592226 -0.0013629154440457567 -0.011062630267256974 -0.00053669194039009745 0.0071863528838775007 0.004227621508123708 0.0016180864369824079 -0.0063372946941607621 0.0040620923180430899 -0.0078540181994262489 0.0064255738512102901 0.00024793170727362216 0.0013224210959046016\nleaf_weight=535 308 52 80 101 207 14.000000000000002 13.999999999999998 46 52 21 9.9999999999999982 30 57 88 102 21 321 284 11.999999999999998 392 22 248 38 11.999999999999998 897 66 27 17 29 1928 149\nleaf_count=535 308 52 80 101 207 14 14 46 52 21 10 30 57 88 102 21 321 284 12 392 22 248 38 12 897 66 27 17 29 1928 149\ninternal_value=0 -7.35377e-05 -0.00320992 4.45207e-06 0.000137062 4.50575e-05 -0.00497237 8.34841e-05 0.00274651 -7.17844e-06 -0.00378171 0.00164006 4.53823e-05 0.00241457 -3.46172e-05 -0.000423427 -0.0015908 -0.00272194 0.000454533 0.000678701 -0.00712783 0.000891633 0.00143515 -0.00481302 0.00115538 -0.00190301 0.00284413 -0.00114372 0.000477581 0.00035673 -0.00104145\ninternal_weight=0 5842 132 5710 5175 4968 28 4940 153 4787 56 338 4731 145 4586 2608 1116 766 1492 1458 34 350 1066 333 1028 131 65 44 1978 1949 433\ninternal_count=6180 5842 132 5710 5175 4968 28 4940 153 4787 56 338 4731 145 4586 2608 1116 766 1492 1458 34 350 1066 333 1028 131 65 44 1978 1949 433\nis_linear=0\nshrinkage=0.01\n\n\nTree=529\nnum_leaves=32\nnum_cat=0\nsplit_feature=81 176 55 1 27 232 153 232 99 0 17 185 233 233 48 11 18 233 233 100 175 153 26 188 131 0 97 231 153 89 166\nsplit_gain=9.54273 12.1399 11.7616 7.92816 8.82513 8.18907 8.90419 8.86528 30.0693 9.01622 27.7119 24.7538 27.2862 14.4122 23.7548 13.2563 13.4533 12.8518 24.291 40.4811 28.7446 23.3115 19.9413 24.2601 17.1958 20.8535 19.407 17.7757 53.7236 36.5124 27.335\nthreshold=0.86927248677248692 11.341729579912885 0.20732216156594874 7.5200000000000005 1.9911242603550294 12.208168994811833 0.87467027861672675 59.875678543069718 2.4376503916614687 1.0500000000000003 0.32444923741626036 1.0073973390276791 21.150357948628422 33.740068943746643 5.9487073386239882 2.4820426487093159 0.04387156187440331 36.293171508032565 39.449924859160099 14.547896329870722 6.0364776707430172 0.81646223060827405 -5.0382895903187253 4.8706395100510367 1.0000000180025095e-35 2.7500000000000004 11.845930985303021 50.76505141373223 0.41042953405338839 1.1717410028873008 13.906011735572418\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 -1 5 -5 -2 7 8 -7 10 11 13 -13 -9 15 -15 -17 21 19 20 -19 -11 -20 24 27 26 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11.999999999999998 51 15.999999999999998 170 122 49 1205 1635 104 47\nleaf_count=470 161 51 43 25 11 10 24 269 46 294 18 10 72 64 45 486 43 52 455 43 77 12 51 16 170 122 49 1205 1635 104 47\ninternal_value=0 0.00125058 0.000733664 -0.000102978 -0.00423762 -6.87703e-05 -0.000136517 -0.000104172 -0.0037468 -5.90316e-05 0.000788624 0.000505633 -0.0044469 0.000996993 0.00180719 0.00120202 0.0017302 -0.000257437 -0.000408941 -0.00397935 -0.00665953 0.00168575 -0.000239712 2.59237e-05 -4.78902e-05 0.0020484 0.00383418 -0.00028882 -0.000926003 -0.00124289 0.000622286\ninternal_weight=0 564 513 5616 36 5580 5419 5395 56 5339 1007 989 82 907 638 593 529 4332 4026 172 129 306 3854 3399 3383 341 219 3042 1790 1739 1252\ninternal_count=6180 564 513 5616 36 5580 5419 5395 56 5339 1007 989 82 907 638 593 529 4332 4026 172 129 306 3854 3399 3383 341 219 3042 1790 1739 1252\nis_linear=0\nshrinkage=0.01\n\n\nTree=530\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 40 153 96 233 49 90 234 0 234 161 31 223 171 53 234 53 234 176 86 146 18 72 89 69 236 67 45 181 91 231\nsplit_gain=9.44327 9.30532 9.80975 12.6736 9.86396 9.03355 8.86458 9.46635 8.7424 8.2588 33.4112 27.0193 27.3364 21.2717 20.9278 56.9964 52.3496 34.2146 18.8131 18.2739 17.9828 19.5506 18.0299 17.9579 16.2046 15.1791 14.8555 14.028 14.3688 13.7623 13.6522\nthreshold=348500.00000000006 0.11827737974347456 0.83071603197677724 0.97241728747248002 48.597025441250928 -2.9434132038640599 1.7720222774840362 44.80746791527568 3.7500000000000004 1.0000000180025095e-35 11.681412419811817 -263.16137321763739 0.055780022446689122 5.1466265202640828 -0.0053290480563207643 33.573858415404658 -0.10517441795430139 33.573858415404658 34.87131620365232 0.55780578999341346 0.48555167542573902 -0.096619542061645372 -0.14247213589111563 1.1894668497846321 0.3195350075365872 46.00802260721305 -0.16497044723429719 -12.064760743683184 16.147222585369608 0.87548674862084397 20.06391648001469\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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60 116 25 11.999999999999998 190 20 26 13.999999999999998 76 107 141 524 24 62 60 84 617 11.999999999999998 163 126 599 135 68 30 36 150 201 58 119 2207\nleaf_count=96 22 60 116 25 12 190 20 26 14 76 107 141 524 24 62 60 84 617 12 163 126 599 135 68 30 36 150 201 58 119 2207\ninternal_value=0 0.00141927 0.00206933 -1.33193e-05 0.00332482 0.00401062 -8.65185e-05 -0.00404579 -0.00165174 -4.75028e-05 0.000495315 0.000151208 0.000459686 -0.00109876 -0.000313691 8.09571e-05 -0.00273807 -0.00169591 0.000754258 0.00159151 0.00149873 0.00228672 -0.000737372 0.000835283 0.000674388 -0.00387719 -0.00636328 -0.000236859 -0.00139263 -0.00437931 0.000823345\ninternal_weight=0 439 365 141 224 202 5741 46 74 5695 1871 1764 1668 667 3824 2982 569 842 2413 225 1001 740 261 2401 2333 66 226 343 259 143 2267\ninternal_count=6180 439 365 141 224 202 5741 46 74 5695 1871 1764 1668 667 3824 2982 569 842 2413 225 1001 740 261 2401 2333 66 226 343 259 143 2267\nis_linear=0\nshrinkage=0.01\n\n\nTree=531\nnum_leaves=32\nnum_cat=0\nsplit_feature=68 28 45 188 28 96 241 102 47 224 190 41 90 34 0 25 21 239 81 38 19 183 233 227 162 236 73 112 179 69 86\nsplit_gain=9.40514 9.48852 8.22088 8.56407 14.4261 10.0229 7.49303 7.38067 7.11861 12.7116 9.30612 9.12496 10.408 9.01548 14.5979 34.7246 18.8926 12.1238 13.8535 12.6673 17.5989 14.1359 14.0268 14.0137 11.9584 10.9801 61.8152 30.8475 21.8712 18.3364 16.4564\nthreshold=0.24285948403611465 -1.214073580316348 -49.664731892648369 -3.746428630479969 -22.818978674186287 0.97241728747248002 30.898135100226654 0.79082850763548729 0.81206875380968668 0.043430335097001761 0.49074318122001914 -1.6856579081632643 0.32916801637532916 -303.15197713057074 2.7500000000000004 -3.694434935693677 -136.89972119573147 69.713030329679484 0.99624282337048309 -48.708663878069139 -10.810337853461395 16.423621346686826 36.293171508032565 0.015033173763332486 35.344266955760531 46.00802260721305 -0.3500775618445317 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308 267 5734 5722 5693 3556 2137 3473 3407 3389 881 261 620 2508 213 2295 594 568 531 136 568 1701 290 233 1411 1106 675\nis_linear=0\nshrinkage=0.01\n\n\nTree=532\nnum_leaves=32\nnum_cat=0\nsplit_feature=92 92 40 101 176 234 232 80 96 232 20 233 0 23 134 58 32 26 43 59 71 21 56 52 234 36 231 61 231 100 153\nsplit_gain=9.21586 14.027 13.0806 9.02156 9.52601 19.9617 9.78155 11.1616 10.6451 9.26678 29.7232 8.96731 11.403 10.8092 8.9294 8.86513 9.51172 8.69195 9.1424 9.08214 8.51958 13.844 8.28373 8.23491 10.2161 24.5198 12.0793 17.9626 10.1547 22.1774 14.9501\nthreshold=1.3508918476136078 1.2814242669282767 -0.52477116342236529 1.7410918066887564 34.87131620365232 44.80746791527568 12.208168994811833 1.2724415747671565 0.99385392170740461 59.875678543069718 -13.522435897435898 48.597025441250928 3.7500000000000004 -1.5020661157024786 5.1544127928949361 -8.7317158561454189 1.0000000180025095e-35 3.6684948711683787 3.8075129886164891 50.984706723161828 -0.06596035543403965 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4787 56 204 181 152 338 308 294 4731 4586 145 4547 305 535 4242 425 89 336 96 3817 61 39\ninternal_count=6180 5842 132 5710 5175 28 5147 156 4991 4787 56 204 181 152 338 308 294 4731 4586 145 4547 305 535 4242 425 89 336 96 3817 61 39\nis_linear=0\nshrinkage=0.01\n\n\nTree=533\nnum_leaves=32\nnum_cat=0\nsplit_feature=68 28 45 188 28 96 241 102 47 224 190 41 90 34 236 52 148 231 236 101 237 175 38 19 183 233 227 44 87 189 236\nsplit_gain=9.13815 9.16046 8.03782 8.30448 14.0151 9.90739 7.35281 7.03346 6.87 12.3328 9.09903 8.74009 10.0293 8.73448 14.1917 21.3626 19.4789 13.4237 12.8959 22.5571 11.6994 13.4739 12.1232 17.1448 13.7841 13.6489 13.6519 11.2445 11.9732 10.9974 10.4717\nthreshold=0.24285948403611465 -1.214073580316348 -49.664731892648369 -3.746428630479969 -22.818978674186287 0.97241728747248002 30.898135100226654 0.79082850763548729 0.81206875380968668 0.043430335097001761 0.49074318122001914 -1.6856579081632643 0.32916801637532916 -303.15197713057074 46.00802260721305 0.0061693474080397213 0.03014880952380956 54.554608939707471 33.341313278210301 3.4546263929525156 69.713030329679484 6.000209900144962 -48.708663878069139 -10.810337853461395 16.423621346686826 36.293171508032565 0.015033173763332486 -6.7696799182934244 1.0044716395740247 0.20755677201780734 46.00802260721305\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 -2 -1 4 5 -4 -5 8 9 11 -10 -8 -13 14 16 27 18 -17 19 -14 21 -15 23 29 25 26 -25 28 -16 -22 -24\nright_child=1 -3 3 6 -6 -7 7 -9 10 -11 -12 12 13 20 15 17 -18 -19 -20 -21 22 -23 30 24 -26 -27 -28 -29 -30 -31 -32\nleaf_value=-0.0044446650668352487 0.0048544209543328323 -0.00083450284391459097 0.0011298184223805432 0.0056815094359840305 0.0063815630648096913 -0.0060185104059704841 0.0030453350763686889 0.0041217736044334282 0.00023706216440120068 -0.0040038655414519906 0.0064321286523311965 0.0055806644400534918 0.004661720461331593 -0.0011853675875213834 0.0079516405433434252 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22.1587 22.0313 18.9061 30.812 31.1174 28.6954 21.7577 18.7609 15.7103 15.7533 15.6903 20.5033\nthreshold=0.24285948403611465 -1.214073580316348 0.91132437827555812 0.94217876484679797 1.0500000000000003 -0.43292633667613784 0.0075677609135760401 0.78227489606953904 21.150357948628422 -0.00093029794790423488 7.9139596667069236 36.293171508032565 39.449924859160099 14.547896329870722 6.0364776707430172 -45.233051390490829 0.83822516241620326 -49.664731892648369 20.17499853346354 11.71119090422647 3.6684948711683787 50.76505141373223 -599.10378812149827 46.00802260721305 8.9941962110944029 -0.050084266655457135 -254.02496191135728 0.9239896393086805 6.4154584645210662 44.80746791527568 183.77221062375006\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 -2 3 -1 5 -4 7 9 -9 10 -7 15 13 14 -13 -6 -17 -14 19 21 -21 25 23 24 -23 -19 -27 -28 -29 30 -20\nright_child=1 -3 4 -5 11 6 -8 8 -10 -11 -12 12 17 -15 -16 16 -18 18 29 20 -22 22 -24 -25 -26 26 27 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231 76 171 51 144 86 77 79 143 233 58 233 63 153 95 86 109 233\nsplit_gain=8.46671 7.60831 8.26462 7.12647 13.3695 10.7389 11.8823 8.25458 7.96678 11.0171 9.72423 9.12002 34.3675 13.2775 23.3341 12.6497 10.348 12.1429 11.8316 15.3786 14.1243 11.6436 11.7927 33.7207 24.5555 19.7008 16.654 15.4857 11.2281 10.9141 20.6444\nthreshold=0.47967321418550007 7.5200000000000005 1.9911242603550294 0.46152997089347186 -0.74308792449753314 -0.026133631157545033 0.39542725280679064 3.1881242939117023 4.2500000000000009 0.57279562542720452 -0.12226381882867733 -0.36288444107622586 20.06391648001469 39.93083279352026 0.90002926967142038 5.1466265202640828 -0.0014331493284469748 0.61326979472140775 0.94746986179846726 0.88382655796134857 1.1114560751803799 0.3893263342082241 8.425741474517972 -32.046926370356346 21.150357948628422 -0.007673962507617379 0.68777926785118659 0.77290381918326545 0.86950224614554938 0.24819981995668614 33.740068943746643\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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494\nis_linear=0\nshrinkage=0.01\n\n\nTree=539\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 40 153 96 233 0 49 90 234 234 161 177 134 53 234 53 234 177 89 143 25 31 176 69 70 87 236 67 45 167 181\nsplit_gain=8.34721 8.53231 9.33722 12.5413 9.51386 8.70699 8.53398 8.36586 9.66477 7.96687 32.1541 26.0885 24.9138 19.608 55.0753 50.4854 32.4641 18.5328 18.1975 17.8597 20.4326 17.8165 16.8755 15.6191 15.1006 14.8432 14.631 14.2448 13.9354 13.8498 13.6836\nthreshold=348500.00000000006 0.11827737974347456 0.83071603197677724 0.97241728747248002 48.597025441250928 3.7500000000000004 -2.9434132038640599 1.7720222774840362 44.80746791527568 1.0000000180025095e-35 11.681412419811817 25.522161313191905 5.3498148148148159 -0.0053290480563207643 33.573858415404658 -0.10517441795430139 33.573858415404658 7.7761604980888732 1.1894668497846321 0.36859590837559014 -3.5214843749999996 -283.12071485537979 34.87131620365232 0.3195350075365872 0.045053313537589415 1.0808462867280544 46.00802260721305 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5695 1871 1764 1736 3824 2982 569 842 225 2413 1605 271 1334 2345 2333 176 131 66 226 343 1255 263\nis_linear=0\nshrinkage=0.01\n\n\nTree=540\nnum_leaves=32\nnum_cat=0\nsplit_feature=71 236 234 95 63 241 1 232 232 20 14 46 27 147 234 131 114 96 202 4 20 48 223 190 147 222 89 148 77 64 186\nsplit_gain=8.30871 10.3036 10.3981 11.5942 7.54524 7.16127 7.0356 8.22459 14.2123 23.2513 8.59157 10.007 8.21333 7.21907 11.7874 7.13996 8.59504 7.1489 9.95248 10.8302 10.8906 11.4908 10.3367 14.7063 15.682 10.5655 13.2755 9.71918 10.9236 10.1797 9.4214\nthreshold=-0.058761546049681576 46.00802260721305 1.0000000180025095e-35 0.64532166684482661 0.020009565666192605 30.898135100226654 7.5200000000000005 12.208168994811833 59.875678543069718 -13.522435897435898 162.66082125205921 3.8194692461170017 1.9911242603550294 0.32495595500371388 12.208168994811833 0.6639175046662702 1.5000000000000002 0.9715285366773091 1.5000000000000002 1.0000000180025095e-35 18.857329294314894 0.13529675533029167 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0.00097308154986155797 -0.0007702753200362506 -0.0058407213107588476 0.0048039387426651948 -0.00012080527719603866 -0.0060549391390798792 -0.0035653237437599334 0.0042161936594661952 -0.00047319334183186062 0.003099323877187924\nleaf_weight=38 11.999999999999998 42 241 187 30 108 25 22 9.9999999999999982 9.9999999999999982 29 11.999999999999998 10.999999999999998 59 51 28 97 267 12.999999999999998 101 12.999999999999998 96 191 37 10.999999999999998 3941 55 136 35 189 83\nleaf_count=38 12 42 241 187 30 108 25 22 10 10 29 12 11 59 51 28 97 267 13 101 13 96 191 37 11 3941 55 136 35 189 83\ninternal_value=0 0.00119357 0.000752479 0.00227541 -0.000569602 -9.60783e-05 -0.000118122 -8.59385e-05 -0.000151135 -0.00594604 0.00215623 0.00554451 -0.0040132 -0.000105976 0.0023199 -0.000160567 0.00211054 -0.000219356 -0.000114749 -0.000145925 -0.0023133 -0.00147053 -4.18382e-05 0.00167758 -0.00299364 -0.000172304 -0.00214217 -0.00153989 -0.000264842 -0.00121699 -4.68678e-05\ninternal_weight=0 538 500 229 271 5642 5630 5594 5445 32 149 41 36 5413 110 5303 125 5178 4808 4795 210 197 4585 315 48 4270 246 370 234 199 4024\ninternal_count=6180 538 500 229 271 5642 5630 5594 5445 32 149 41 36 5413 110 5303 125 5178 4808 4795 210 197 4585 315 48 4270 246 370 234 199 4024\nis_linear=0\nshrinkage=0.01\n\n\nTree=541\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 1 30 68 90 45 51 102 94 231 180 160 163 148 64 171 40 102 90 26 90 36 241 16 80 14 47 56 239 84 175\nsplit_gain=8.23926 7.30102 8.10172 7.07192 7.399 12.8801 10.5656 11.5863 8.17998 34.4142 12.8495 11.7599 13.4339 12.1099 11.0029 11.5642 13.4364 10.3532 9.75259 8.09705 7.99821 7.94471 7.84757 8.11378 13.561 21.5979 11.8674 11.3134 10.9558 11.5981 10.6459\nthreshold=0.47967321418550007 7.5200000000000005 -0.063413777820496148 0.28199792649289834 0.46152997089347186 -0.74308792449753314 -0.026133631157545033 0.39542725280679064 -0.36288444107622586 20.06391648001469 1.0000000180025095e-35 4.2597649308940282 5.9921365573115031 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224\nsplit_gain=7.80712 8.40699 7.17685 16.8044 11.47 10.134 9.73994 9.21719 12.1042 8.59312 8.34469 7.78833 7.49754 34.8364 14.2795 8.1878 14.1621 15.1962 12.0302 17.8777 11.075 9.95568 13.9408 9.40305 9.53895 8.43969 27.1632 10.6347 7.98325 8.79827 7.71033\nthreshold=0.24285948403611465 -1.214073580316348 0.48607468058793729 0.39542725280679064 -0.2473203244560708 -49.664731892648369 17.844779279071584 2.7514538879500798 0.056355676328502427 -0.14106480701521429 0.054494949494949492 0.62105359514767844 20.06391648001469 0.86655217722412148 0.97779695146028434 -0.03348552078543824 3.9536292087566909 1.0026226240516387 127.50000000000001 1.5000000000000002 -26.710479528162843 21.150357948628422 4.202374415578654 1.0000000180025095e-35 0.99196760143091534 28.697223293649227 0.036083545215134884 -1.0000000180025095e-35 12.208168994811833 35.880847499042012 0.030830208333333334\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 -2 3 4 -1 -4 -6 11 -9 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11.999999999999998 84 103 533 10.999999999999998 19 37 15.999999999999998 49 37 33 209 173 11.999999999999998 73 44 20 15.999999999999998 25 24 34 804 3437 51 43\nleaf_count=15 66 41 28 38 16 77 12 84 103 533 11 19 37 16 49 37 33 209 173 12 73 44 20 16 25 24 34 804 3437 51 43\ninternal_value=0 0.00257584 -3.20519e-05 0.000974201 0.000445511 -0.000149064 0.000147513 -0.000112773 -0.00223623 0.000425245 0.00606014 -3.27715e-05 1.72603e-05 0.00281567 0.00618065 -3.45349e-05 -0.00068566 0.00145054 -0.00115361 -0.00342232 0.000212464 -0.000685148 0.00317604 0.000125535 0.00438908 -0.00094323 -0.0038944 -0.000622066 6.42925e-05 0.0024589 0.00367761\ninternal_weight=0 107 6073 625 576 5448 561 5420 187 545 49 5233 5156 84 65 5072 1390 246 1144 185 3682 959 53 3602 41 906 78 828 3561 124 80\ninternal_count=6180 107 6073 625 576 5448 561 5420 187 545 49 5233 5156 84 65 5072 1390 246 1144 185 3682 959 53 3602 41 906 78 828 3561 124 80\nis_linear=0\nshrinkage=0.01\n\n\nTree=546\nnum_leaves=32\nnum_cat=0\nsplit_feature=92 92 40 100 47 97 21 185 76 152 176 131 53 92 132 48 23 234 0 175 170 234 92 52 52 231 153 39 53 187 236\nsplit_gain=7.67366 13.4048 12.2315 8.31118 7.65129 9.76025 18.3121 7.50853 7.37102 7.3357 8.80405 8.57569 10.3568 12.0021 10.8279 8.13759 8.11901 18.4242 31.5288 28.0076 23.6747 35.5946 26.9048 21.178 16.2509 19.554 15.9917 12.3765 12.2133 11.3628 14.8536\nthreshold=1.3508918476136078 1.2814242669282767 -0.52477116342236529 13.627005560803758 -0.37182793606371384 11.841630366233952 -0.7779301935680526 2.7341370659748132 0.78061245502834364 5.0187315378423127 35.618364109007381 -0.60676490194843291 -0.066923010604629407 0.98124305118133259 0.55790874065675811 1.5629261881605558 -0.67518826793499687 33.573858415404658 3.7500000000000004 6.0364776707430172 24.181401807010129 1.0000000180025095e-35 0.72998250529586006 0.0026577363848913006 0.010010217879002296 50.76505141373223 0.7580861674082594 0.035678826530610726 -0.081579278331656443 7.5082053099017392 28.697223293649227\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 7 -3 8 -5 -6 -7 9 -2 10 11 12 13 -1 15 -14 -13 18 19 23 21 22 -21 27 25 -19 29 -18 -23 30 -27\nright_child=3 2 -4 4 5 6 -8 -9 -10 -11 -12 16 14 -15 -16 -17 17 24 -20 20 -22 28 -24 -25 -26 26 -28 -29 -30 -31 -32\nleaf_value=0.0017263027913813744 0.00018290298534477813 0.00064205743299377757 -0.0053387102209472093 -0.0045927006185674177 0.0045948025108133155 -0.0052378365555274791 0.0018314224538710081 0.0034681858863597858 0.0051379925178803585 -0.0018126756705518646 -0.0065810251191855485 0.00020598973418576653 -3.492592221253408e-06 0.0079614189243610405 0.0042384544530580069 -0.0048048333853293193 -0.0046268069601646854 0.0079318270524399333 -0.012490094315118551 0.0094781966663347438 -0.012217824682760167 -0.0069044560671270485 -0.0010080970318209822 0.0060425213404895553 -0.0035565241624910295 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555 227 328 285 4881 1524 556 538 304 285 145 234 968 873 848 181 140 679 613\nis_linear=0\nshrinkage=0.01\n\n\nTree=547\nnum_leaves=32\nnum_cat=0\nsplit_feature=71 236 234 95 63 236 241 1 49 232 232 20 86 184 147 234 131 114 96 11 202 4 20 48 223 190 147 222 89 186 182\nsplit_gain=7.63506 9.85575 10.2272 10.9975 7.19186 7.08241 6.80717 6.56628 7.68372 7.64443 14.2411 23.0896 8.58539 9.67951 7.04444 11.5188 6.92716 8.13612 6.58237 9.62041 9.60287 10.4962 10.6007 10.7799 9.6514 14.1524 15.3054 10.1214 12.9036 8.93011 8.88667\nthreshold=-0.058761546049681576 46.00802260721305 1.0000000180025095e-35 0.64532166684482661 0.020009565666192605 51.965606105669593 30.898135100226654 7.5200000000000005 -0.78053329491844103 12.208168994811833 59.875678543069718 -13.522435897435898 0.80852923619309192 4.389190641534392 0.32495595500371388 12.208168994811833 0.6639175046662702 1.5000000000000002 0.9715285366773091 4.7815611310234969 1.5000000000000002 1.0000000180025095e-35 18.857329294314894 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84 5413 110 5303 125 5178 370 4808 4795 210 197 4585 315 48 4270 246 4024 101\ninternal_count=6180 538 500 229 271 241 5642 5630 36 5594 5445 32 149 84 5413 110 5303 125 5178 370 4808 4795 210 197 4585 315 48 4270 246 4024 101\nis_linear=0\nshrinkage=0.01\n\n\nTree=548\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 1 27 68 90 45 51 102 26 96 0 58 239 47 24 231 189 231 90 224 69 239 23 46 47 0 12 132 231 34 0\nsplit_gain=7.57619 6.77506 7.59082 6.4792 6.62378 11.8592 10.0932 10.5994 7.4453 7.36764 8.26931 9.95425 7.14087 7.0657 9.3497 8.28154 9.27988 7.91639 16.3929 16.3751 16.7564 16.0017 11.2343 10.305 9.70511 9.11378 9.54025 8.38067 13.5917 12.1291 14.9689\nthreshold=0.47967321418550007 7.5200000000000005 1.9911242603550294 0.28199792649289834 0.46152997089347186 -0.74308792449753314 -0.026133631157545033 0.39542725280679064 3.1881242939117023 0.91132437827555812 4.2500000000000009 -5.3374227718914078 74.789780701091274 -31.029065733860445 -14.954659920789359 1.0000000180025095e-35 0.24668937315716666 59.142313010878112 1.0938811748129524 0.026609477124183007 0.011985620066558901 26.870071741751229 0.51581179809201938 15.168000711683584 -27.1876592981301 2.7500000000000004 3.4307583857995385 0.029255092281026848 20.06391648001469 -332.06710260671764 3.7500000000000004\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 3 -3 4 5 6 -2 8 12 -6 13 -12 -8 -11 -15 16 -16 24 19 25 21 -21 -20 -23 -17 -19 -27 28 -26 30 -29\nright_child=1 2 -4 -5 9 -7 7 -9 -10 10 11 -13 -14 14 15 17 -18 18 22 20 -22 23 -24 -25 27 26 -28 29 -30 -31 -32\nleaf_value=0.0038549153416569805 -0.006133459850643494 -8.2388668241719647e-05 -0.00827122169577129 0.0037940099081366519 -0.0026510596826975191 0.0069982996575975818 -0.0041033675406702752 0.0059639184442356946 0.0057900674885454952 0.0028933933966060299 -0.00016081347685264181 -0.0085764505625069275 0.00055424589990632424 -0.0040232661991529877 -0.0024691022755854389 -0.0067157943470755304 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0.00318685 0.000696725 -0.000201119 0.000279873 -0.000596504 0.00100686\ninternal_weight=0 6139 36 6103 6068 479 457 446 417 5589 5487 48 402 5439 5367 5318 53 5265 864 669 358 277 195 259 4401 311 105 4388 1981 2407 387\ninternal_count=6180 6139 36 6103 6068 479 457 446 417 5589 5487 48 402 5439 5367 5318 53 5265 864 669 358 277 195 259 4401 311 105 4388 1981 2407 387\nis_linear=0\nshrinkage=0.01\n\n\nTree=549\nnum_leaves=32\nnum_cat=0\nsplit_feature=149 68 84 0 5 143 60 16 94 187 52 55 40 21 73 50 236 75 89 78 233 233 45 103 174 233 24 233 234 33 93\nsplit_gain=7.46383 7.30162 8.28768 28.9912 16.7887 12.1337 7.85868 7.63839 13.4345 10.7541 9.88296 9.85829 13.1689 11.2052 11.7015 9.35894 12.3805 13.0751 15.7694 11.2278 8.10668 17.5769 17.2592 8.06354 9.45577 18.5333 16.9956 14.112 12.0151 17.532 12.0876\nthreshold=0.15445054945054928 0.28199792649289834 2.0473585727831565 2.7500000000000004 6.4134577220403761 0.042973947755445073 -7.5767831937210959 -0.030852484621884765 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640 30 896 15 14 22\ninternal_value=0 -2.2972e-05 0.00144713 0.00055359 -0.000103341 0.00305567 0.00104888 -7.15012e-05 -0.000100819 -0.0022025 -0.00454525 0.0042823 -0.0058773 -3.70428e-05 0.000327156 0.00124864 -0.00262567 -8.75121e-05 0.00144384 -0.000502924 0.00092748 -0.000368306 -0.000200699 0.000378431 0.000234234 0.00175946 0.00495403 -0.000365339 0.000477963 0.00028611 -0.00479569\ninternal_weight=0 6112 308 267 5804 68 256 5769 5734 159 119 40 105 5575 2643 814 90 1829 385 1444 374 1431 1400 1000 344 724 84 2932 947 932 36\ninternal_count=6180 6112 308 267 5804 68 256 5769 5734 159 119 40 105 5575 2643 814 90 1829 385 1444 374 1431 1400 1000 344 724 84 2932 947 932 36\nis_linear=0\nshrinkage=0.01\n\n\nTree=552\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 1 30 241 90 102 26 22 143 29 152 64 234 89 161 67 171 149 184 93 97 0 231 33 25 29 176 236 35 236 27\nsplit_gain=7.19412 6.41347 7.43829 6.14555 6.15996 11.273 10.511 7.34716 9.35454 10.9483 9.75776 9.59809 8.97691 33.4897 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22 40 44 22 610 37 56 107 92 30 120 26 22 25 46 38 51 15 17 35 886 92\ninternal_value=0 -1.44788e-05 -0.00373443 1.35373e-05 -5.50916e-06 0.00107102 0.000528853 -9.9136e-05 0.00030519 0.00022242 0.000299971 0.0038276 0.00018592 -0.0005213 0.000717697 -0.00139602 -0.000863051 0.00134023 0.00316111 0.00422468 -0.00233784 -0.0010847 -0.00229488 -0.00495538 -0.00386154 0.000578004 -0.00625731 -0.00641278 0.00416645 0.0009436 -0.00165056\ninternal_weight=0 6139 36 6103 6091 479 436 5612 2491 2457 2433 66 2367 1016 1351 826 755 1127 190 160 224 181 144 71 145 73 71 43 127 1000 114\ninternal_count=6180 6139 36 6103 6091 479 436 5612 2491 2457 2433 66 2367 1016 1351 826 755 1127 190 160 224 181 144 71 145 73 71 43 127 1000 114\nis_linear=0\nshrinkage=0.01\n\n\nTree=553\nnum_leaves=32\nnum_cat=0\nsplit_feature=71 239 236 59 94 236 241 102 38 176 59 80 80 114 52 17 224 93 45 75 124 236 27 36 79 234 163 24 234 63 182\nsplit_gain=7.14733 9.63319 8.33755 7.24939 11.4303 7.60102 6.24491 6.14832 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92 58 75 232 232 29 162 152 84 231 143 21 153 0\nsplit_gain=5.88807 12.6162 10.2398 10.9649 9.95452 8.81402 9.44123 8.55159 8.11938 14.2736 14.0015 16.007 12.2479 11.8761 10.3801 10.0844 7.76492 13.5641 9.01723 8.61695 8.40725 7.93131 15.5987 7.8267 7.75746 7.67757 7.54552 8.15067 7.48962 7.06459 7.62937\nthreshold=-2.0581698926860947 155.70783193578748 -0.0031547445681294095 -0.09618950806353764 0.20545821851824458 55.352755484902865 0.027272560258671367 2.4269481314070958 4.7381700596085041 -1.0000000180025095e-35 38.217948399965721 -0.00022746676094684997 55.352755484902865 2.4216326530612258 12.526264682419171 -39.640138408304487 1.3327490579271293 1.2814242669282767 -8.7317158561454189 0.84200635107640798 12.208168994811833 59.875678543069718 -2.8455362301516129 35.880847499042012 3.5484848033714291 0.82476458308485123 50.76505141373223 0.16119546621043632 27.266322393366824 0.82673872167976314 1.0500000000000003\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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93 4018 3682 336 319 3586 3471 43 115 1182 44 61 27 31 3428 127\nis_linear=0\nshrinkage=0.01\n\n\nTree=570\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 1 27 241 68 0 164 159 163 102 242 0 76 74 176 46 21 231 71 22 0 233 71 103 234 46 103 99 231 40 21\nsplit_gain=5.8701 5.21698 6.80604 5.125 5.11691 19.3341 19.0286 15.224 14.2589 13.1332 13.0204 11.7945 18.0169 16.1981 15.1456 13.3481 14.9746 22.6973 27.981 11.5674 11.0212 34.9419 32.6016 18.5898 17.5608 14.2971 13.932 17.0008 20.9966 23.1152 20.154\nthreshold=0.47967321418550007 7.5200000000000005 1.9911242603550294 30.898135100226654 0.058585175350674 2.7500000000000004 16.074450429136423 9.532707243680326 11.417158039519785 0.66816783885984632 55.352755484902865 1.0500000000000003 0.88970983690411676 -0.10696558108137331 5.6133185650308386 0.97878755133670248 -0.7779301935680526 70.266857642924421 0.38700076804915534 -33.635624691358011 3.2500000000000004 36.293171508032565 0.077380952380952342 0.23189075354107005 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5654 5597 358 5239 954 921 464 278 265 244 186 187 4285 127 110 4263 68 39 4195 593 449 144 115\ninternal_count=6180 526 513 475 430 394 56 42 5654 5597 358 5239 954 921 464 278 265 244 186 187 4285 127 110 4263 68 39 4195 593 449 144 115\nis_linear=0\nshrinkage=0.01\n\n\nTree=572\nnum_leaves=32\nnum_cat=0\nsplit_feature=79 37 1 176 239 97 0 100 44 241 186 90 186 86 12 234 189 84 0 52 1 99 71 231 165 153 0 42 11 91 135\nsplit_gain=5.69236 8.33118 7.15601 5.60494 7.06746 6.81293 11.0435 8.54514 5.27289 5.22508 5.2275 10.8964 10.2404 9.84167 10.9912 13.8839 18.3858 11.4261 10.8543 10.0904 8.61417 8.33211 7.83599 7.82909 32.2479 17.606 7.82676 10.2203 7.90366 7.71148 7.36178\nthreshold=1.5239146991622243 -19.283606165915092 2.9550000000000005 11.404414292088429 74.789780701091274 11.901689134766441 2.7500000000000004 13.642545541805774 -1.5826711299308696 30.898135100226654 3.8986375923826322 0.51912569899222472 0.59655104402872272 1.1469714323285165 2.7333370662439864 44.80746791527568 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64\ninternal_value=0 0.000993613 0.000721131 0.00106308 0.000671109 0.0010685 -0.00184113 -0.00410478 -7.32986e-05 -0.000105924 0.000832995 -0.000209894 0.000432481 -0.00116453 0.0012637 -0.00285724 -0.000185242 -0.00206351 -0.00016231 -0.000109112 0.0019702 -0.000924295 -0.00273819 -0.000176325 -0.00134621 -0.00282555 -0.00656454 -0.0015124 0.000778599 -0.000199712 -0.00297797\ninternal_weight=0 526 513 475 430 394 56 42 5654 5597 551 5046 524 178 346 132 5036 186 211 4850 143 81 65 4707 541 317 72 245 224 186 81\ninternal_count=6180 526 513 475 430 394 56 42 5654 5597 551 5046 524 178 346 132 5036 186 211 4850 143 81 65 4707 541 317 72 245 224 186 81\nis_linear=0\nshrinkage=0.01\n\n\nTree=575\nnum_leaves=32\nnum_cat=0\nsplit_feature=48 14 99 186 53 233 55 144 233 233 22 167 82 159 175 110 146 24 233 0 75 105 73 231 164 233 32 21 0 92 92\nsplit_gain=5.51566 12.2488 10.1992 10.0617 12.0788 10.8078 14.442 12.7354 15.3424 27.5754 15.1112 12.5961 10.0744 7.68678 13.7448 15.5564 11.4743 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7.66315 7.20337 5.00804 4.92265 8.31107 6.82763 7.60961 9.44279 10.9539 7.13497 7.08661 7.38542 7.02639 9.38144 8.49494 10.1896 14.4752 9.04855 9.0046 7.28513 7.67673 8.83625 7.54788 11.5117\nthreshold=1.5239146991622243 -19.283606165915092 2.9550000000000005 11.404414292088429 74.78978070109126 54.554608939707471 11.901689134766441 -122.76428300000001 -0.037705886397301443 -1.0000000180025095e-35 0.57279562542720452 -104.82329283395531 0.54391564902758949 44.80746791527568 30.577161886029867 -0.06285601909697637 0.32290313740992577 -0.26870621911680193 2.6257740275338812 0.43573222310335707 21.150357948628422 -2.3391605892361214 33.573858415404658 -681.2304335171458 -166.07372647313284 1.0399150108479909 35.618364109007381 17.371728395061734 16.31455404383976 2.0605623344708048 10.192839456547592\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=10 -2 3 4 9 6 8 -8 -6 -3 12 -12 13 14 15 -1 -16 -15 19 26 -21 22 23 -22 -23 -24 27 28 29 -19 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61 123 72 40 29 9.9999999999999982 74 22 68 18\nleaf_count=27 13 11 38 45 44 35 16 34 265 25 19 30 51 67 62 32 14 4774 25 18 18 61 123 72 40 29 10 74 22 68 18\ninternal_value=0 0.000979783 0.000710901 0.00104777 0.000659531 0.00105074 0.000590128 -0.00279464 0.00120826 -0.0029197 -7.16803e-05 0.00280205 -0.000101749 -6.50857e-05 0.00219595 -0.000766328 0.00431732 -0.000125355 -8.18638e-05 -0.000111739 0.00121618 0.000738937 -0.000299873 -0.00279956 0.00303075 0.00126166 -0.000210521 -0.000185834 -0.000236941 -0.000202031 -0.00297864\ninternal_weight=0 526 513 475 430 394 359 50 309 36 5654 49 5605 5554 135 59 76 5419 5352 5327 361 343 242 90 101 152 4966 4956 4882 4860 86\ninternal_count=6180 526 513 475 430 394 359 50 309 36 5654 49 5605 5554 135 59 76 5419 5352 5327 361 343 242 90 101 152 4966 4956 4882 4860 86\nis_linear=0\nshrinkage=0.01\n\n\nTree=577\nnum_leaves=32\nnum_cat=0\nsplit_feature=79 67 236 233 48 56 176 97 231 92 41 243 234 152 177 63 167 23 236 234 53 53 74 89 53 134 73 85 188 91 41\nsplit_gain=5.36039 7.53467 9.86206 8.74963 18.6305 7.03973 5.21284 5.36515 7.03872 9.13978 7.91136 4.93905 5.46454 32.645 27.065 24.3437 27.3343 17.1235 24.2069 24.1526 58.1601 31.4874 20.2097 18.3657 16.2039 16.0127 15.3355 14.9892 16.8262 15.8948 16.5805\nthreshold=1.5239146991622243 -0.0038633548827802146 46.00802260721305 48.597025441250928 -0.92539410689446966 33.548470372138851 11.404414292088429 11.901689134766441 50.76505141373223 1.0366263982613966 0.055465211777854302 55.352755484902865 1.0000000180025095e-35 1.940235538383833 25.522161313191905 0.012267210776500921 4.0348981039588354 -7.2487306472527351 46.00802260721305 33.573858415404658 -0.10517441795430139 -0.0055505198613703096 0.12199507341569725 0.76745534218705769 0.0084435685084984311 5.3498148148148159 -0.37391064964855047 0.66103650033736583 0.34004133597883596 1.0477915961643325 -0.93400722656249935\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=11 5 -3 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13.999999999999998 21 37 37 31 239 19 37 37 31 30 92 171 226 196 2246 448 439 47 9.9999999999999982 35 92 630 663 115 20 32\nleaf_count=57 46 37 29 16 14 21 37 37 31 239 19 37 37 31 30 92 171 226 196 2246 448 439 47 10 35 92 630 663 115 20 32\ninternal_value=0 0.000975831 0.000479029 -4.79611e-06 -0.000442375 0.00387508 0.000119132 -0.000303835 0.000178061 0.00087779 -0.00291876 -7.04581e-05 -0.000102587 0.000339862 0.000126551 0.000306763 0.00126161 -0.000322418 -0.00283486 -0.000140299 -0.00175784 0.000284467 0.000186098 -0.00858595 0.00444353 0.000747487 -0.00110231 0.00045804 0.000741214 -0.00201543 -0.0060971\ninternal_weight=0 526 459 422 393 67 377 340 303 253 50 5654 5597 1856 1819 1789 1067 3741 243 3498 721 2777 495 47 206 2338 722 861 830 167 52\ninternal_count=6180 526 459 422 393 67 377 340 303 253 50 5654 5597 1856 1819 1789 1067 3741 243 3498 721 2777 495 47 206 2338 722 861 830 167 52\nis_linear=0\nshrinkage=0.01\n\n\nTree=578\nnum_leaves=32\nnum_cat=0\nsplit_feature=48 14 186 187 53 91 233 233 100 24 162 25 159 131 24 90 0 231 46 62 176 63 87 227 189 225 93 19 2 233 33\nsplit_gain=5.39705 10.0091 10.5198 10.5164 9.47246 9.46821 8.88973 18.8045 36.2819 20.4028 17.7353 15.3871 15.0524 17.4221 14.3511 15.6702 14.3282 12.9491 12.458 12.2242 14.6023 11.3927 11.0275 9.75174 9.57246 9.21678 10.0884 8.69299 8.60687 8.34249 13.9624\nthreshold=-2.7189589516437143 155.70783193578748 1.0000000180025095e-35 6.1473611111111115 -0.11305334071928828 0.92249918959773169 36.293171508032565 39.449924859160099 14.547896329870722 -1.734001040582726 6.751336441644562 -6.016990194515305 4.6286643973125008 0.42364197530864339 0.072604536091231769 0.62808858210254159 3.7500000000000004 70.266857642924421 4.4536509412194558 0.2348436912641583 5.4218904306486611 -0.042652461793608577 0.95734335112691094 0.0097094263760930371 0.87175839778289643 0.018423005565862703 1.179688791570505 -12.602953212843321 0.012250000000000002 21.150357948628422 -657.4726911783149\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 5 3 29 -4 -1 10 8 9 -8 21 -9 13 28 15 -14 19 24 -11 -12 22 -2 -21 -10 -15 26 -16 -18 -13 30 -3\nright_child=6 2 4 -5 -6 -7 7 11 23 18 16 12 14 17 25 -17 27 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32\nleaf_value=-0.0084358683328062921 0.0039894681196608476 0.0078731833473585713 -0.0065459558641372852 0.0049453199619710819 -0.001111741826453846 -0.0011776145664501407 -0.010413027898088519 -0.0012996282456595387 -0.0010275285151164733 0.0011914517894195636 0.0063934501074406416 -0.0025122001778473107 0.0073999466932286265 0.0057092741145368412 -3.5121224109944616e-05 0.0018660784440854598 -0.0005512148054496748 -0.0028599750038300182 -0.0068080417420247731 0.0035063769038489834 0.0023501646534281381 -0.0038559415321151582 -0.0042180065467119056 0.0088907277224680951 -0.002250103253141479 -0.00580314482665627 0.0058661070481455914 0.0092625341063760688 0.00010604764714735386 -0.00020451415762489698 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89 83 29 116 232 219 44 3130 744 38\nis_linear=0\nshrinkage=0.01\n\n\nTree=579\nnum_leaves=32\nnum_cat=0\nsplit_feature=48 14 186 187 91 53 233 233 100 24 162 25 159 131 24 90 0 231 46 62 176 63 87 227 189 225 93 19 2 231 48\nsplit_gain=5.21589 9.74617 10.18 10.1753 9.24246 9.22658 8.58994 18.0736 35.1317 19.5736 17.0099 14.8344 14.5448 16.6615 13.8927 15.1424 13.8086 12.4838 12.0626 11.8092 13.9475 11.0219 10.6502 9.4873 9.2436 9.02905 9.79178 8.42504 8.33345 8.1308 9.11905\nthreshold=-2.7189589516437143 155.70783193578748 1.0000000180025095e-35 6.1473611111111115 0.92249918959773169 -0.11305334071928828 36.293171508032565 39.449924859160099 14.547896329870722 -1.734001040582726 6.751336441644562 -6.016990194515305 4.6286643973125008 0.42364197530864339 0.072604536091231769 0.62808858210254159 3.7500000000000004 70.266857642924421 4.4536509412194558 0.2348436912641583 5.4218904306486611 -0.042652461793608577 0.95734335112691094 0.0097094263760930371 0.87175839778289643 0.018423005565862703 1.179688791570505 -12.602953212843321 0.012250000000000002 39.93083279352026 -8.7460424364340348\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 4 3 29 -1 -4 10 8 9 -8 21 -9 13 28 15 -14 19 24 -11 -12 22 -2 -21 -10 -15 26 -16 -18 -13 30 -3\nright_child=6 2 5 -5 -6 -7 7 11 23 18 16 12 14 17 25 -17 27 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32\nleaf_value=-0.0083278273664350987 0.0039357714608435502 -0.0010186164973856045 -0.0064541824321780721 0.0048651949760815019 -0.0011581429655104255 -0.0010914800482465011 -0.010214988525651936 -0.0012765444448968727 -0.0010145956212413486 0.0011687922549427185 0.0062811462823540503 -0.0024720875220945412 0.0072747811265808275 0.0055933093816474422 -3.4680834214776e-05 0.0018348433593160349 -0.00055387591095186299 -0.0028192339201793598 -0.006703176345982954 0.0034578282257553255 0.0022983862849974075 -0.0037789438345010341 -0.0041310063531915511 0.0087676282696560696 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295 259 89 83 29 116 232 219 44 3130 744 24\ninternal_count=6180 1259 1184 781 75 403 4921 4493 142 113 428 4351 3739 3266 473 241 339 136 67 295 259 89 83 29 116 232 219 44 3130 744 24\nis_linear=0\nshrinkage=0.01\n\n\nTree=580\nnum_leaves=32\nnum_cat=0\nsplit_feature=79 51 59 234 41 239 154 35 178 223 16 88 0 177 153 233 53 153 65 14 42 59 234 223 71 64 234 131 66 132 228\nsplit_gain=5.29406 8.73294 16.7417 9.9381 29.846 13.7814 20.7794 9.03114 9.01645 9.8397 8.62179 14.39 12.254 16.8071 16.4858 23.9329 15.1148 22.8538 12.8129 12.7612 16.7478 10.8965 10.8573 14.9804 14.2199 12.8627 12.6368 15.1162 14.0732 10.6151 9.8327\nthreshold=1.0758782679738563 -0.0013297678500390298 47.272660820780892 19.61427087226987 -0.00054021852237225491 74.789780701091274 0.6374275164701263 1079.0837717405664 16.279421399297288 0.011047619047619047 -0.032993643978104704 0.76520636525840124 3.2500000000000004 22.302030655261348 0.7580861674082594 36.293171508032565 -0.16811899038461536 0.6802990897342881 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1.0000000180025095e-35 -6.8077214914636226 -14.808993055555552 0.3982373431143087 1090.0000000000002 1.3500000000000003 0.22833046370861562 -0.46256736233588086 46.00802260721305 0.26434918772729837 4.2500000000000009 27.796958119277651 50.76505141373223 0.62635281385281405 0.50702909343874458 -447.89894280042449 2.0159574069259985 48.597025441250928 0.62504757386331045 0.45730393791637253 1.1418722044385017 -8.1691133145977233 2.7514538879500798 0.83872685185185214 1.0000000180025095e-35 79.726531692777442 0.023704243794460487 0.051799246606251008\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=5 3 -3 -2 -5 8 17 -8 -1 -10 11 -6 -13 14 16 -16 -12 -7 20 23 21 -19 -22 24 26 -26 27 28 29 -20 -29\nright_child=1 2 -4 4 10 6 7 -9 9 -11 13 12 -14 -15 15 -17 -18 18 19 -21 22 -23 -24 -25 25 -27 -28 30 -30 -31 -32\nleaf_value=-0.0084021193706639713 0.0045376789359884333 0.0071191995710447797 -0.0012676357867396841 -0.0054285130728750266 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9.36048 17.2846 11.6928 10.9626 8.88651 8.38973 9.80346 10.3846 8.02024 7.85274\nthreshold=-0.058761546049681576 46.00802260721305 12.208168994811833 0.037921818557759744 0.010229784025698791 20.06391648001469 -0.058529161934569786 54.554608939707471 0.79082850763548729 44.80746791527568 30.577161886029867 -0.13730001360118324 0.48380355276907011 0.32290313740992577 61.356188568080192 35.618364109007381 0.4191843465213751 0.096930846930846873 2.8437361276697986 10.112822028421865 -0.08690126407724684 3.7500000000000004 1.4634506736201656 1.1292788450466043 1.0000000180025095e-35 -0.67687074829931915 0.46773793696936133 0.028267219836169328 46.00802260721305 2.1340958049886627 0.088430020749549601\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 -1 3 -3 5 -4 -5 -6 9 10 11 12 -2 -12 15 -11 -16 18 19 20 25 24 23 -23 -22 -18 -25 28 -28 -30 -19\nright_child=8 2 4 6 7 -7 -8 -9 -10 14 13 -13 -14 -15 16 -17 17 30 -20 -21 21 22 -24 26 -26 -27 27 -29 29 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229 16 10 60 86 40 59 29 4252 63 27 17 14 15 11 15 18 36 65 749 25 44 49 46 10 52 18 24 29 16\ninternal_value=0 0.000934208 0.000532335 0.0016921 -0.000941666 -0.00281448 0.00492726 0.000757344 -7.45044e-05 -9.92886e-05 0.0017367 -0.00130063 -0.00445895 0.00405073 -0.000148991 -0.000325172 0.000468791 0.000337431 0.000170367 0.000343846 0.000108374 0.00026403 -0.00142517 -0.00269236 0.000787445 -0.00457449 -0.0036159 -0.00491914 -0.00314253 9.06719e-05 0.00471073\ninternal_weight=0 538 500 279 221 102 50 119 5642 5613 139 62 35 77 5474 4263 1211 1196 1162 1126 1061 1036 241 197 795 25 172 123 105 53 34\ninternal_count=6180 538 500 279 221 102 50 119 5642 5613 139 62 35 77 5474 4263 1211 1196 1162 1126 1061 1036 241 197 795 25 172 123 105 53 34\nis_linear=0\nshrinkage=0.01\n\n\nTree=584\nnum_leaves=32\nnum_cat=0\nsplit_feature=68 2 76 76 48 0 234 10 26 234 45 95 222 64 102 157 84 0 231 45 0 146 1 170 56 90 14 234 81 15 69\nsplit_gain=5.07158 6.20072 5.62021 8.30924 8.20445 7.89585 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68\nsplit_gain=4.93633 6.17996 10.7505 5.44426 8.07044 7.96158 7.37236 10.411 9.31233 7.17152 6.38656 5.61981 15.0081 10.7942 8.12361 6.31047 5.95522 13.0793 7.8968 6.78512 8.80183 27.6524 6.66266 6.48926 18.2657 9.02402 8.22535 7.9023 6.77516 6.02705 30.7668\nthreshold=0.24285948403611465 -13.483540700395791 1.3500000000000003 2.0848903836365276 1.837065185635298 -6.1646172477606767 2.7500000000000004 1.0000000180025095e-35 12.333333333333334 -2.8737024221453287 33.573858415404658 23.822071923254743 -0.0051363775227189186 35.618364109007381 -46.741836713072907 1.3500000000000003 2.7514538879500798 0.056355676328502427 0.48380355276907011 12.208168994811833 59.875678543069718 -13.522435897435898 6.9857045911839082 2.0159574069259985 2.7500000000000004 70.266857642924421 -2.8686855822218345 1.0500000000000003 0.017947046269081529 1.0500000000000003 -0.43292633667613784\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=3 2 -2 4 11 -6 7 -7 -8 -5 -9 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932\nis_linear=0\nshrinkage=0.01\n\n\nTree=586\nnum_leaves=32\nnum_cat=0\nsplit_feature=48 14 186 233 144 32 239 53 91 233 233 100 24 162 25 159 131 0 24 90 231 46 62 176 63 87 227 189 225 93 95\nsplit_gain=4.90098 9.42771 9.66674 9.53803 15.001 12.5187 9.31837 8.94334 8.80794 8.68754 17.3599 35.2042 19.0019 16.2656 13.968 13.8401 16.1239 13.2205 12.9893 13.9997 12.318 11.5489 11.4953 13.0755 10.4372 10.2427 9.18817 9.01123 8.85861 9.54462 8.39937\nthreshold=-2.7189589516437143 155.70783193578748 1.0000000180025095e-35 21.150357948628422 0.63771551724137943 -1.0000000180025095e-35 39.602454348709514 -0.11305334071928828 0.92249918959773169 36.293171508032565 39.449924859160099 14.547896329870722 -1.734001040582726 6.751336441644562 -6.016990194515305 4.6286643973125008 0.42364197530864339 3.7500000000000004 0.072604536091231769 0.62808858210254159 70.266857642924421 4.4536509412194558 0.2348436912641583 5.4218904306486611 -0.042652461793608577 0.95734335112691094 0.0097094263760930371 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781 740 41 372 403 75 4921 4493 142 113 428 4351 3739 3266 339 473 241 136 67 295 259 89 83 29 116 232 219 362\nis_linear=0\nshrinkage=0.01\n\n\nTree=587\nnum_leaves=32\nnum_cat=0\nsplit_feature=241 234 154 177 134 143 167 90 25 234 53 53 2 74 89 21 176 78 85 88 53 233 31 233 2 0 166 24 80 81 70\nsplit_gain=4.86494 5.28669 30.8019 27.1638 27.4943 18.3692 21.8605 19.0316 16.0562 15.7002 65.6233 35.7458 20.1351 17.0446 16.6289 15.1804 15.0893 14.5951 13.7251 14.466 13.6302 13.5951 20.8741 24.2761 30.5486 22.2496 19.7024 17.98 17.2345 16.0215 15.2552\nthreshold=30.898135100226654 1.0000000180025095e-35 0.38335766476954652 25.522161313191905 5.3498148148148159 0.36859590837559014 1.0000000180025095e-35 1.7720222774840362 -3.5214843749999996 33.573858415404658 -0.10517441795430139 -0.0053290480563207643 377000.00000000006 0.12199507341569725 1.1894668497846321 -29.123625578703695 34.87131620365232 1.1612467505377138 0.66103650033736583 1.5063396136826535 0.013938773366939701 39.449924859160099 15.42391929651545 36.293171508032565 109.50000000000001 3.7500000000000004 17.347154540290948 2.4772727272727275 1.1581229449840418 1.3806453339041094 0.21440929312901633\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 2 -2 4 5 6 7 18 -7 10 -3 14 -13 17 16 -6 21 -12 -4 -20 -8 22 23 25 29 27 -23 30 -28 -25 -11\nright_child=1 9 3 -5 15 8 20 -9 -10 11 13 12 -14 -15 -16 -17 -18 -19 19 -21 -22 26 -24 24 -26 -27 28 -29 -30 -31 -32\nleaf_value=0.0047065392846282802 0.0089895742487638448 -0.0058450910764681818 -0.0047738236371736679 -0.0079288670816946311 0.0037289496916841462 -0.009431964678583319 0.0050013429309553412 -0.0078447168933816099 -0.00084456079385877131 -0.0020035132513679119 0.0006514849362647449 -0.0024664867985892355 0.0023986409921271418 0.0049159764717568799 0.0050345611584476429 -0.0047877304141171421 -0.0077256655529970297 -0.0027783602915965491 0.00079951689051606779 0.0073378321569387396 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4104 895 3209 719 664 2490 147 2415 604 1320 1287 237 2403 666 580 108 472 1737 421 56 64 385\ninternal_count=6180 6168 2064 2033 2003 1856 1573 1336 283 4104 895 3209 719 664 2490 147 2415 604 1320 1287 237 2403 666 580 108 472 1737 421 56 64 385\nis_linear=0\nshrinkage=0.01\n\n\nTree=588\nnum_leaves=32\nnum_cat=0\nsplit_feature=71 239 236 236 59 94 234 0 129 147 234 65 96 11 55 102 234 112 224 53 73 190 234 153 84 66 236 68 64 176 233\nsplit_gain=4.86768 8.57952 7.48501 6.71763 9.50957 7.11482 5.97344 5.71195 4.99279 5.07494 11.8812 6.22683 5.7705 9.06609 7.45449 6.9461 7.83966 42.166 36.1414 30.8822 27.142 21.6801 19.0919 21.4692 22.7362 19.0752 18.5218 38.9953 32.7803 16.8718 32.8601\nthreshold=-0.058761546049681576 52.318744986256782 46.00802260721305 51.965606105669593 31.526435965936134 -0.74231040092718303 19.61427087226987 2.7500000000000004 1.3480560279667415 0.32495595500371388 12.208168994811833 -0.028529812996641053 0.9715285366773091 4.7815611310234969 0.032996494004167036 0.79082850763548729 33.573858415404658 3.5000000000000004 0.036188271604938281 -0.0053290480563207643 -0.36427110788028461 0.53557236093583771 12.208168994811833 0.8064956485303586 1.2052171051528298 -0.072867146091474863 46.00802260721305 0.0094313501274191133 0.029293747260046136 34.179643365124129 48.597025441250928\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 -1 -3 -4 6 7 -5 -6 9 12 11 -11 13 14 -2 16 17 18 20 29 -14 22 23 -22 -25 -26 27 -21 -28 -18 -31\nright_child=8 2 3 4 5 -7 -8 -9 -10 10 -12 -13 15 -15 -16 -17 19 -19 -20 26 21 -23 -24 24 25 -27 28 -29 -30 30 -32\nleaf_value=-0.0051133648587629648 -0.0015237907259598826 0.0049362917517603621 -0.0043257339580093602 0.00050919534181257829 0.0092250679790618281 0.0010370674074493041 -0.0072311479996539198 -1.564124197546235e-05 0.0033599634707331644 0.0064650097075439348 -0.0014127411660062547 -0.00024518262664228378 -0.0042858090341649623 -0.0052415890783828571 0.0016657217556732917 0.0043239845766840628 0.00087667973752863495 0.0068677976245767767 0.0021742748305251815 -0.0086170894178964723 -0.00020122173344710721 0.0071035557325865705 -0.0036765697805599567 5.4581403491929292e-05 0.0014850399199686564 -0.012574372920883188 -0.0023346182749075153 0.00088320394267312906 0.0049619104817726885 0.0022983613824970207 -0.013800031317259261\nleaf_weight=12.999999999999998 271 38 14.999999999999998 16.000000000000004 10.000000000000002 424 11.999999999999998 9.9999999999999982 32 41 53 18 253 41 90 26 2251 65 346 92 1317 24 216 46 9.9999999999999982 32 238 72 72 23 12.999999999999998\nleaf_count=13 271 38 15 16 10 424 12 10 32 41 53 18 253 41 90 26 2251 65 346 92 1317 24 216 46 10 32 238 72 72 23 13\ninternal_value=0 0.000911717 0.0011537 0.000765164 0.00101334 0.00139708 -0.00383806 0.00613962 -7.53942e-05 -0.000100934 0.00191678 0.00467899 -0.000145442 -0.00128382 -0.000705156 -5.3302e-05 -8.42172e-05 -0.000513071 -0.000756387 0.000274987 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5.3498148148148159 0.36859590837559014 1.0000000180025095e-35 1.7720222774840362 -3.5214843749999996 -29.123625578703695 33.573858415404658 -0.10517441795430139 -0.0053290480563207643 0.03789763955110844 1.1894668497846321 34.87131620365232 0.26490478968864378 48.597025441250928 69.713030329679484 3.8194692461170017 -0.16497044723429719 0.013938773366939701 39.449924859160099 15.42391929651545 36.293171508032565 109.50000000000001 3.7500000000000004 17.347154540290948 2.4772727272727275 1.1581229449840418\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 -2 3 -3 5 6 7 8 -5 -8 -7 12 21 15 -14 16 23 18 -15 -19 -21 -4 -9 24 25 27 -27 29 -25 -13 -30\nright_child=1 2 11 4 -6 10 9 22 -10 -11 -12 13 14 17 -16 -17 -18 19 -20 20 -22 -23 -24 28 -26 26 -28 -29 30 -31 -32\nleaf_value=0.0030736335947991258 0.0046360417579923456 0.0088197779529537428 -0.0020053508156621077 0.00073973767585209377 -0.0078159785669500489 0.0036738122590621457 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0.000577151 -0.00156821 -0.00355316 -0.000228057 -0.00132203 7.7918e-05 0.000297799 0.000656137 0.000503341 -0.00192808 -0.000458517 -0.00322747 -0.00402161 -0.00573684 0.00382763 0.000575013 -0.000615379 8.45074e-05 -0.00391697 0.00106237 0.00103234 0.000252082 -0.00419215\ninternal_weight=0 6139 6127 2040 2009 1979 1832 1549 1312 283 147 4087 886 3201 655 2490 2415 711 340 371 315 231 237 2403 666 580 108 472 1737 421 56\ninternal_count=6180 6139 6127 2040 2009 1979 1832 1549 1312 283 147 4087 886 3201 655 2490 2415 711 340 371 315 231 237 2403 666 580 108 472 1737 421 56\nis_linear=0\nshrinkage=0.01\n\n\nTree=590\nnum_leaves=32\nnum_cat=0\nsplit_feature=48 52 57 143 92 72 233 233 100 38 162 145 25 159 131 24 90 85 23 231 55 63 189 227 53 225 93 25 36 21 84\nsplit_gain=4.81787 9.32286 15.461 12.8569 11.4935 9.51377 8.18893 15.7081 33.5401 18.4517 15.3247 13.2595 13.198 13.4356 15.1722 12.1749 13.7005 12.1676 12.0756 11.941 10.2733 9.74219 8.88286 8.81327 8.78892 8.57319 9.19688 8.02459 7.84883 12.57 21.7974\nthreshold=-2.7189589516437143 -0.0040800414412838536 -2.2783027580427828 0.3893263342082241 0.95405593461690474 -1.0000000180025095e-35 36.293171508032565 39.449924859160099 14.547896329870722 -30.855662786185906 6.751336441644562 0.75000000000000011 -6.016990194515305 4.6286643973125008 0.42364197530864339 0.072604536091231769 0.62808858210254159 0.89528430148443239 -3.3279166666666673 70.266857642924421 -0.0022396127096681842 -0.042652461793608577 0.87175839778289643 0.0097094263760930371 -0.0038023323656648394 0.018423005565862703 1.179688791570505 -0.31845574696629481 53.155106442541786 -0.7779301935680526 0.90033975336880012\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 5 -3 -4 -5 -1 10 8 9 -8 21 -11 -9 14 28 16 -15 -12 24 22 -20 -2 -16 -10 -19 26 -17 -18 -14 30 -30\nright_child=6 2 3 4 -6 -7 7 12 23 11 17 -13 13 15 19 25 27 18 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 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24 72 27 188 237\nleaf_count=18 15 43 1160 13 15 10 41 612 13 53 93 19 2678 70 104 195 99 17 167 20 47 74 12 16 15 13 24 72 27 188 237\ninternal_value=0 -0.000540082 -0.000685489 -0.000445828 -0.00617099 0.00435074 0.000150834 2.35442e-05 -0.00313661 -0.00554016 0.00145604 -0.00196829 0.000133635 0.000357166 0.000126548 0.00191396 0.00344077 0.00241524 0.0011533 0.00327755 0.00203742 -0.00207245 0.00447313 0.00524808 -0.00383662 0.000251285 0.000826064 0.00172372 -2.03665e-05 -0.00122434 -0.00259372\ninternal_weight=0 1259 1231 1188 28 28 4921 4493 142 113 428 72 4351 3739 3266 473 241 339 246 136 214 89 116 29 32 232 219 171 3130 452 264\ninternal_count=6180 1259 1231 1188 28 28 4921 4493 142 113 428 72 4351 3739 3266 473 241 339 246 136 214 89 116 29 32 232 219 171 3130 452 264\nis_linear=0\nshrinkage=0.01\n\n\nTree=591\nnum_leaves=32\nnum_cat=0\nsplit_feature=79 16 88 0 177 153 233 222 38 57 234 176 14 42 234 55 105 228 147 184 177 233 51 59 234 41 231 154 35 178 223\nsplit_gain=4.93804 8.04844 13.8102 11.2895 16.3613 16.1467 22.5155 13.7201 14.6812 24.8205 17.0207 14.7137 12.2865 15.6438 10.634 13.3797 10.0214 9.35993 8.69094 8.40839 7.88099 8.39207 7.77681 16.5268 8.44302 28.2213 13.4513 18.4519 8.36934 8.34119 9.52335\nthreshold=1.0758782679738563 -0.032993643978104704 0.76520636525840124 3.2500000000000004 22.302030655261348 0.7580861674082594 36.293171508032565 0.064230979748221131 -71.819808449960547 2.9727112852983599 1.0000000180025095e-35 10.711682920888848 158.8118768596656 -1.0108722222222213 33.573858415404658 0.02446635588504183 1.5000000000000002 0.0063437500000000013 0.23382798429180285 0.87986109332519946 5.4892209805468886 39.449924859160099 -0.0013297678500390298 47.272660820780892 19.61427087226987 -0.00054021852237225491 70.266857642924421 0.6374275164701263 1079.0837717405664 16.279421399297288 0.011047619047619047\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 3 -3 4 7 6 -5 8 9 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32 250 94 172 53 34 22 51 154 14.999999999999998 72 21 149 26 22 120 21 60 57 25 29 40 24 12.999999999999998 109\nleaf_count=19 1472 27 2949 13 23 12 32 250 94 172 53 34 22 51 154 15 72 21 149 26 22 120 21 60 57 25 29 40 24 13 109\ninternal_value=0 -0.000176053 0.000115126 -0.000812198 -0.000270736 -0.0023494 -0.00101259 -0.00063393 -0.0016588 -0.00381404 -0.000409376 0.00238396 -0.00588739 -0.00729981 -0.00205329 -0.00506526 -0.00182966 0.00407603 0.000762259 0.00626341 -0.000444457 0.000639191 0.000439793 -0.00123725 -0.000224769 0.00207306 -0.00181334 -0.0035424 0.000686382 0.000786553 0.00319933\ninternal_weight=0 4330 2976 1354 1010 344 259 940 541 191 350 128 85 73 222 68 246 70 399 47 174 142 1850 232 211 85 126 97 1618 1594 122\ninternal_count=6180 4330 2976 1354 1010 344 259 940 541 191 350 128 85 73 222 68 246 70 399 47 174 142 1850 232 211 85 126 97 1618 1594 122\nis_linear=0\nshrinkage=0.01\n\n\nTree=592\nnum_leaves=32\nnum_cat=0\nsplit_feature=166 79 94 231 40 24 71 2 0 102 55 236 152 233 233 84 135 147 93 158 62 233 96 233 132 53 184 99 19 43 0\nsplit_gain=4.77554 11.1449 9.33369 8.81402 8.48914 7.50255 9.32253 12.3085 7.94712 7.65167 7.37518 11.0432 7.46559 7.39678 30.6822 22.6274 19.274 15.5681 8.80727 7.74622 7.19762 22.1339 34.7988 22.2084 40.0568 12.3559 10.9356 9.44077 14.7187 13.3364 12.8518\nthreshold=4.7916460717338083 1.3673020527859243 -0.38028210284713787 1.0000000180025095e-35 -6.8077214914636226 -14.808993055555552 0.3982373431143087 1090.0000000000002 1.3500000000000003 0.22833046370861562 -0.46256736233588086 46.00802260721305 3.8952378153258578 8.425741474517972 21.150357948628422 1.1322525704461599 2.4937354536722101 0.21378074260875646 0.96673692588578541 4.366322826938144 0.56286201110577483 36.293171508032565 0.97284412981415702 39.449924859160099 1.1135067197707749 -0.064851108033241012 10.500790779290623 2.4396335855297733 -9.2596610417123255 -1.0000000180025095e-35 1.0500000000000003\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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125 69 2273 1442 72 1370\nis_linear=0\nshrinkage=0.01\n\n\nTree=593\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 129 176 241 68 0 164 0 176 176 163 74 242 95 234 46 21 231 39 236 170 50 153 159 148 12 78 46 36 5 0\nsplit_gain=4.75408 4.72231 4.92895 4.72112 4.89032 15.1199 17.7532 16.1274 20.1042 21.8378 13.6784 13.6112 12.5406 12.9316 11.5154 11.4607 12.9491 23.1575 27.0432 11.0622 12.1916 10.8667 10.2838 9.87624 9.44901 9.01016 8.81579 8.63903 9.86976 8.97606 7.31394\nthreshold=0.47967321418550007 1.3480560279667415 35.618364109007381 30.898135100226654 0.066597913530154068 2.7500000000000004 16.074450429136423 1.0500000000000003 4.8658765828839163 18.186642100350358 11.417158039519785 -0.11117362095997926 55.352755484902865 1.9472696214284539 44.80746791527568 -0.75469431394869657 -0.7779301935680526 54.554608939707471 0.10913011583751885 46.00802260721305 26.944219274097502 0.011647208561166142 0.71924381495796164 8.3919839248141788 0.0061862244897959206 2.0356721392260613 1.228774182877918 3.8031482210667842 -279.67242013816514 2.0651938646270644 3.2500000000000004\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 2 3 -2 30 7 12 8 14 -10 -8 23 -7 27 25 16 17 18 22 20 -12 -17 -13 -9 -18 -6 -16 28 -14 -30 -5\nright_child=1 -3 -4 4 5 6 10 11 9 -11 19 15 13 -15 26 21 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 -32\nleaf_value=0.0030485370701502424 0.0046014874917722041 0.0033244839559676267 -0.0046607591410515979 2.8901405095306522e-05 -0.0031798871372793881 -0.0032641606470480795 0.0042941260997837643 0.00023796396187214316 0.0076040766320774516 -0.0017778779830105302 -0.0050417642405555839 -0.0042835098891238731 0.0021163673856864464 -0.0019096660837913879 -0.00077787015159454351 -0.0067247907246041514 -0.0050330263653963359 0.0016801043246225445 0.00051497569369675898 -0.0084270260130940629 0.0060140559721169832 0.00052745307667342531 -0.014867385664432351 0.0068053596233365564 0.0006892021549549758 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68 53 227 198 125 4783\ninternal_count=6180 6139 6107 6094 6082 1299 332 967 229 108 58 738 274 255 121 440 233 111 83 44 20 207 58 298 122 68 53 227 198 125 4783\nis_linear=0\nshrinkage=0.01\n\n\nTree=594\nnum_leaves=32\nnum_cat=0\nsplit_feature=71 239 236 236 59 94 234 0 85 71 97 102 242 242 224 37 109 99 79 29 231 166 36 239 41 231 45 142 40 95 20\nsplit_gain=4.66803 8.39414 7.21617 6.56152 9.12676 6.78266 5.92275 5.28828 4.90672 8.67851 5.63654 5.53335 5.60648 9.59528 12.4347 8.13544 7.89306 6.13851 6.4812 6.29021 6.33468 5.92509 9.12611 10.0474 9.14448 8.72659 8.27557 10.193 8.1816 7.87014 7.73813\nthreshold=-0.058761546049681576 52.318744986256782 46.00802260721305 51.965606105669593 31.526435965936134 -0.74231040092718303 19.61427087226987 2.7500000000000004 0.62105359514767844 0.60602929386150517 11.993340918515033 0.79082850763548729 44.80746791527568 30.577161886029867 0.029907110636277302 -12.691670013967098 0.32290313740992577 2.4005398994597704 0.56774368401206654 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0.00032315 -6.12089e-05 0.00141178 -0.000362362 -0.000152669 -0.000243133 -0.000421409 -0.000362732 -0.000141154\ninternal_weight=0 538 525 487 472 444 28 20 5642 5544 5533 5513 5485 133 58 22 75 5352 5167 185 44 5152 2169 1610 559 2983 1598 1582 2956 2931 1567\ninternal_count=6180 538 525 487 472 444 28 20 5642 5544 5533 5513 5485 133 58 22 75 5352 5167 185 44 5152 2169 1610 559 2983 1598 1582 2956 2931 1567\nis_linear=0\nshrinkage=0.01\n\n\nTree=595\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 76 49 76 48 0 234 20 32 234 45 131 176 90 94 227 232 184 66 73 58 14 63 131 139 54 127 187 231 186 223\nsplit_gain=4.63544 4.69244 6.93098 6.2892 8.58878 7.79538 12.7296 8.86892 7.67789 5.71178 5.21172 5.05763 9.97505 6.29726 9.69168 13.4317 9.29872 9.40512 8.11191 10.5263 8.27264 8.54436 7.43878 6.78887 7.24671 11.5017 6.46373 9.27853 6.43923 10.5115 6.89376\nthreshold=0.47967321418550007 2.0848903836365276 0.036583618198670738 1.837065185635298 -6.1646172477606767 2.7500000000000004 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0.00492824 -0.00131805 1.86077e-05 4.34853e-05 -1.37521e-06 2.39103e-05 0.00013631 0.00159191 6.60737e-06 0.00273157 -0.000954562 -0.00356875 -0.000418932 -0.00141128 0.00683769 -6.54896e-05 -2.48645e-05 0.00205248 -0.000100963 -7.19502e-05 -0.00488768 -0.00651965 -0.00925416\ninternal_weight=0 6139 54 6085 216 183 139 44 36 103 5869 5838 5715 5704 5124 410 4714 112 580 89 491 306 34 4602 4561 152 4409 4394 77 54 34\ninternal_count=6180 6139 54 6085 216 183 139 44 36 103 5869 5838 5715 5704 5124 410 4714 112 580 89 491 306 34 4602 4561 152 4409 4394 77 54 34\nis_linear=0\nshrinkage=0.01\n\n\nTree=596\nnum_leaves=32\nnum_cat=0\nsplit_feature=241 234 153 177 134 143 167 90 222 234 53 53 2 74 89 78 21 176 85 88 58 60 103 96 35 25 100 233 31 233 2\nsplit_gain=4.56273 4.76787 28.7704 25.8241 26.141 17.6829 20.6263 18.1758 15.4888 14.3855 61.2574 32.2235 18.0221 16.2525 15.6576 14.3782 14.2247 13.8567 13.2726 14.3779 13.561 15.2125 13.6757 13.5094 13.7959 13.2568 13.2528 12.9881 19.0059 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44\ninternal_value=0 -7.69246e-06 0.000383265 0.000214934 0.000371999 0.000699976 0.00111451 0.000618608 -0.00156352 -0.000204768 -0.00131832 0.000108935 -0.00174138 0.000245465 0.000648051 -0.000278691 -0.00354982 0.000497401 0.000776089 0.000951919 0.000770112 -0.000763664 0.00145949 0.000207256 -0.00237531 0.00134227 -0.00274553 0.000567453 -0.00061332 6.76903e-05 -0.00373097\ninternal_weight=0 6168 2064 2033 2003 1856 1573 1336 283 4104 895 3209 719 664 2490 604 147 2415 1320 1287 1262 391 871 440 131 309 161 2403 666 580 108\ninternal_count=6180 6168 2064 2033 2003 1856 1573 1336 283 4104 895 3209 719 664 2490 604 147 2415 1320 1287 1262 391 871 440 131 309 161 2403 666 580 108\nis_linear=0\nshrinkage=0.01\n\n\nTree=597\nnum_leaves=32\nnum_cat=0\nsplit_feature=71 239 236 236 59 94 234 71 71 182 242 242 66 109 226 41 71 233 46 35 234 37 187 144 176 139 139 20 232 232 20\nsplit_gain=4.54801 8.23454 6.97328 6.4633 9.01144 6.71148 5.78416 4.78259 7.22909 7.2247 7.18275 8.20975 10.0498 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99 23 71 175 28 45 62 176 46 234 16 162 0 87 0\nsplit_gain=4.59246 9.05634 14.9956 12.8593 10.59 9.30635 7.68694 14.4911 13.6742 32.5925 17.5303 12.4774 13.6035 12.2524 11.4704 13.4772 40.4618 29.1643 17.6154 15.8668 13.911 11.517 11.0232 11.704 10.592 10.335 14.8216 10.6523 10.1025 9.76269 9.57515\nthreshold=-2.7189589516437143 -0.0040800414412838536 -2.2783027580427828 0.3893263342082241 -0.00021544820618423497 -0.1110278325662933 36.293171508032565 6.751336441644562 39.449924859160099 14.547896329870722 -1.734001040582726 -0.0047119024932971692 5.8147500848596385 3.7500000000000004 0.045489618406285078 46.00802260721305 2.4781454001292462 -2.7921418480375135 0.37597734867471716 13.936850553725842 -8.2996720909479773 -26.710479528162843 0.2348436912641583 5.4218904306486611 4.4536509412194558 1.0000000180025095e-35 -0.23457603992398754 34.693212123637871 1.0500000000000003 0.95734335112691094 1.0500000000000003\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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241\nis_linear=0\nshrinkage=0.01\n\n\nTree=599\nnum_leaves=32\nnum_cat=0\nsplit_feature=13 241 147 234 65 96 44 236 236 175 222 171 84 233 36 16 185 68 95 88 102 36 58 165 183 170 190 233 234 100 189\nsplit_gain=4.52372 4.55722 4.5837 11.5275 6.08537 5.60825 5.68479 16.9366 27.8182 37.8976 16.6887 15.1983 13.3349 16.0786 12.6363 11.564 9.67551 10.3758 9.64158 9.55 10.7187 8.68649 8.60328 7.57073 11.7187 8.67652 8.26328 11.5513 13.232 26.9364 21.1111\nthreshold=0.47967321418550007 30.898135100226654 0.32495595500371388 12.208168994811833 -0.028529812996641053 0.91132437827555812 -8.2964041047449779 12.208168994811833 51.965606105669593 10.706677385982571 0.05133547008547009 4.6445972561217221 1.0018067956105592 48.597025441250928 41.796968336456679 0.014391765867906617 1.0472482048374909 -0.021252134969591562 2.7511964919924368 1.0705349516289386 0.27738143563229906 15.539015625442852 -4.3670636892841426 28.92895846614417 15.464564284862606 33.329186730236863 0.19395695080816466 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112 59 6015 5908 981 940 117 823 41 305 190 148 42 518 24 4927 494 429 66 158 4769 52 4717 4707 876 852 486 366\nis_linear=0\nshrinkage=0.01\n\n\nTree=600\nnum_leaves=32\nnum_cat=0\nsplit_feature=79 37 1 150 237 59 231 69 65 97 1 50 243 71 93 1 131 231 189 34 236 106 52 66 87 233 232 129 53 232 78\nsplit_gain=4.48757 7.04715 6.74189 5.61665 5.00128 7.23682 5.9148 16.899 12.9629 5.86765 6.37099 5.58922 4.7832 4.93922 10.2304 6.07283 6.17192 7.92804 7.1507 5.94432 15.1925 9.25195 10.2073 7.02674 6.43373 6.95644 5.8304 8.84774 9.18628 7.60146 27.183\nthreshold=1.5239146991622243 -19.283606165915092 2.9550000000000005 0.63316054033823888 69.713030329679484 45.346732639541294 50.76505141373223 -0.15361739409583094 -0.037705886397301443 11.901689134766441 -1.3949999999999998 0.031133194710732021 55.352755484902865 0.42608695652173922 1.4763967659632884 7.5200000000000005 0.6639175046662702 54.554608939707471 0.87175839778289643 -575.8642876228098 51.965606105669593 3.5000000000000004 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352\nis_linear=0\nshrinkage=0.01\n\n\nTree=608\nnum_leaves=32\nnum_cat=0\nsplit_feature=129 179 94 64 24 33 161 225 234 31 234 75 24 14 100 231 44 45 44 239 82 233 51 20 89 31 19 19 15 236 242\nsplit_gain=4.3823 4.72497 9.30367 10.1752 8.67347 9.39885 7.92892 8.10591 13.7206 16.7223 17.4811 21.4584 17.1129 16.6553 16.6582 14.3252 14.1166 14.0887 12.8333 11.9984 24.3878 13.61 26.7433 16.52 13.4098 12.5339 19.5389 13.6228 11.7968 17.6848 15.6663\nthreshold=1.3480560279667415 5.3971381525597293 -0.51991652412669975 -0.056649588848265049 -0.32419069612820589 13.183825549343114 12.052834581933512 0.0081557067271353003 33.573858415404658 -330.81179138321988 1.0000000180025095e-35 1.5448569754057302 -0.24701645364027972 169.84556944700856 13.63067423282939 20.06391648001469 12.987835574949074 -12.399018226753357 -3.7864334786140259 39.602454348709514 0.99218746584475503 48.597025441250928 -0.019922773208267828 29.180481260478096 1.1441232730082451 -4.3034853497164427 38.040811570291659 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0.078595679012346223 1.5063396136826535 -0.50977099663063685 42.494235013655697 12.974827520495836 12.903610637345304 2.7500000000000004 1.6659336419753095 1.0500000000000003 0.079779839430314109 0.010869865578036647 -11.900660915946565 -1.0379122138051897 33.573858415404658 -0.10517441795430139 -0.023451111787998784 0.24973347547974417 55.352755484902865 -0.0082816521047022942 1.1894668497846321\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 2 3 4 5 9 -7 -4 -5 11 -11 12 13 -2 -15 -16 19 -18 -6 21 -21 -17 -22 -24 25 -3 30 -28 -29 -30 -26\nright_child=1 24 7 8 18 6 -8 -9 -10 10 -12 -13 -14 14 15 16 17 -19 -20 20 22 -23 23 -25 26 -27 27 28 29 -31 -32\nleaf_value=0.0041984414891218036 0.0031959269905525488 -0.005215743660446648 0.0067977388982577575 0.00058322916699096532 -0.0046359024165374485 -0.010332530731643204 -0.00078731305686843139 -0.0013087439943639532 -0.012038575189965388 0.0024999633041213462 -0.006416042692874319 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35.618364109007381 3.2881944444444451 1.1369145513143539 12.208168994811833 59.875678543069718 -13.522435897435898 -16.56127017007692 1.121230436442296 1.0000000180025095e-35 0.32495595500371388 12.208168994811833 0.19411563455364136 1.0000000180025095e-35 0.48620255197775547 44.80746791527568 17.844779279071584 38.217948399965721 -3.9944598337950135 11.25410862646301 181.33793148924988 24.332133647587508 54.554608939707471 -1.2027279811377261 0.010743549333119115 1.0000000180025095e-35 0.53490259740259749 0.77290690939663032\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 4 3 -3 5 7 -7 10 9 -9 -2 12 -12 15 -15 -10 -17 19 29 -18 21 -21 23 24 25 28 -27 -20 -22 -19 -31\nright_child=1 2 -4 -5 -6 6 -8 8 13 -11 11 -13 -14 14 -16 16 17 18 27 20 22 -23 -24 -25 -26 26 -28 -29 -30 30 -32\nleaf_value=-0.003442418161629423 -0.0044780669345026655 0.00090802985198030388 -0.00050315459675383852 0.0079346252982669726 -0.0047383886426365842 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17.4627 12.998\nthreshold=-1.9642600990339869 -0.54839865730242676 -700.50478950470222 17.844779279071584 33.740068943746643 39.449924859160099 6.6722794113083177 -0.7779301935680526 -6.1814908737985697 33.341313278210301 0.91170848220101031 0.026766121335736089 54.554608939707471 0.5129145408163267 20.043651226694386 0.037847222222222233 12.142387175295493 0.84796732438256839 0.50702909343874458 -0.11820330242714643 54.554608939707471 1.1762531449118625 0.99841559215316844 7.5200000000000005 159.22202424988635 0.6639175046662702 21.150357948628422 12.526264682419171 7.4719186870716356 0.59113856902107853 1.0039920948616603\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=16 2 3 -2 -5 -6 7 -4 9 -8 -11 15 -13 -14 17 -10 -1 18 -3 -19 21 -21 -22 25 -7 26 27 28 30 -30 -20\nright_child=1 14 6 4 5 24 8 -9 11 10 -12 12 13 -15 -16 -17 -18 19 23 20 22 -23 -24 -25 -26 -27 -28 -29 29 -31 -32\nleaf_value=-0.0040276943434540543 -0.006502194037588652 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23 17 20 144 121 4892 38 32 13 33\ninternal_value=0 2.7244e-05 0.000917714 -0.000493134 0.00013193 -0.000928711 0.00162613 0.0001871 0.00269843 0.00133909 0.00055629 0.00556693 0.00173323 0.00538703 -8.78274e-05 0.00873009 -0.00216458 -0.000116154 -5.97566e-05 -0.00214236 -0.0008312 0.00107892 -0.00556254 -0.000102168 -0.000235692 -7.76362e-05 -0.000126663 0.00168332 -0.000441862 -0.00505631 0.00201731\ninternal_weight=0 6108 691 232 219 188 459 201 258 185 174 73 40 22 5417 33 72 5392 5256 136 113 86 27 5211 177 5191 5070 178 140 45 95\ninternal_count=6180 6108 691 232 219 188 459 201 258 185 174 73 40 22 5417 33 72 5392 5256 136 113 86 27 5211 177 5191 5070 178 140 45 95\nis_linear=0\nshrinkage=0.01\n\n\nTree=637\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 79 237 1 231 45 236 144 68 73 97 90 129 102 82 147 243 31 234 63 24 177 167 73 96 23 236 234 53 45 53\nsplit_gain=3.89798 4.20817 5.88914 7.76008 5.37336 8.30356 11.2676 8.38946 8.20071 5.70493 8.95056 4.38346 4.93567 4.88264 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213 196 2318 113 376 418\nleaf_count=45 13 15 18 33 40 27 23 16 91 246 13 22 28 10 10 37 809 46 46 117 76 19 145 21 580 213 196 2318 113 376 418\ninternal_value=0 1.411e-05 0.000864379 -0.00218143 0.00121151 0.000832349 -0.00244951 -0.00508931 0.00137902 0.000878338 -0.00101837 -6.59049e-05 -4.48216e-05 -6.9094e-05 -8.66024e-05 -0.00243562 -4.72453e-05 0.00250232 -7.79946e-05 0.000316924 0.0013736 0.000917296 0.00114042 -0.00122454 -0.000572332 -0.000267965 -0.00242739 -0.000109364 -0.00141815 0.000260885 0.000230385\ninternal_weight=0 6167 522 48 474 434 57 39 377 350 104 5645 5623 5595 5585 82 5503 56 5447 1767 1049 973 954 718 601 3680 242 3438 702 489 2736\ninternal_count=6180 6167 522 48 474 434 57 39 377 350 104 5645 5623 5595 5585 82 5503 56 5447 1767 1049 973 954 718 601 3680 242 3438 702 489 2736\nis_linear=0\nshrinkage=0.01\n\n\nTree=638\nnum_leaves=32\nnum_cat=0\nsplit_feature=48 52 57 143 92 72 233 48 176 225 86 233 100 24 55 174 46 222 236 99 23 71 175 162 28 0 74 149 48 227 173\nsplit_gain=3.9136 8.43201 13.5251 10.2556 9.88475 8.78632 6.8723 13.1558 12.6866 13.7395 11.9269 10.9924 27.9531 15.3237 10.5494 11.2708 9.32842 9.12705 10.9807 33.452 25.8019 14.7283 13.0903 11.8979 10.7524 9.17283 9.14487 8.9549 8.84047 8.83722 8.65823\nthreshold=-2.7189589516437143 -0.0040800414412838536 -2.2783027580427828 0.3893263342082241 0.95405593461690474 -1.0000000180025095e-35 36.293171508032565 -0.058219718641883231 5.7305984180273049 0.018647305075876506 0.87291804371127457 39.449924859160099 14.547896329870722 -1.734001040582726 -0.0047119024932971692 5.8147500848596385 4.4536509412194558 0.045489618406285078 46.00802260721305 2.4781454001292462 -2.7921418480375135 0.37597734867471716 10.481638481581557 11.491332343172839 -7.3072741494352131 1.0500000000000003 -0.068033642054378798 0.031016423663482399 11.319556700504078 0.0097094263760930371 4.9630478319555786\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 5 -3 -4 -5 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701\nis_linear=0\nshrinkage=0.01\n\n\nTree=639\nnum_leaves=32\nnum_cat=0\nsplit_feature=85 102 236 71 102 147 234 84 58 96 44 236 236 175 227 78 40 234 73 144 0 144 134 236 150 65 69 59 0 50 33\nsplit_gain=3.88859 6.62455 8.84208 6.62331 4.44634 4.43005 10.8633 4.96873 4.49652 4.44394 4.75313 13.6806 25.7713 25.7848 15.3778 14.1044 11.0656 10.6879 35.6823 24.8593 21.5526 20.8661 15.3469 19.806 29.5578 20.2807 19.2694 16.8798 21.5842 21.9963 16.7006\nthreshold=0.62105359514767844 0.23030056265175053 51.965606105669593 0.60602929386150517 0.79082850763548729 0.32495595500371388 12.208168994811833 1.6128743350589894 -2.5722857604211353 0.9113210442474009 -8.3909599118375002 12.208168994811833 51.965606105669593 10.706677385982571 0.0027129899578879108 0.99977796961754872 -0.087082348574014465 33.573858415404658 -0.36427110788028461 0.68436716791979968 1.0500000000000003 0.68436716791979968 5.3498148148148159 28.697223293649227 0.57702315641587576 -0.063227266708994881 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99 72 6081 6070 6042 111 58 53 5931 5872 940 901 116 39 785 457 4932 2272 1993 117 2660 2506 2400 285 162 123 92 57 35 2115\nis_linear=0\nshrinkage=0.01\n\n\nTree=640\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 150 85 58 85 71 99 234 134 161 170 56 103 54 0 97 102 90 234 53 53 143 237 164 188 78 67 179 89 236 61\nsplit_gain=3.88051 4.04073 9.71417 5.68498 5.01231 6.48064 6.08659 5.88274 25.9774 19.9562 16.3987 35.6164 18.431 19.2317 18.5604 17.4904 15.5515 14.9486 14.0985 50.1803 25.5519 24.134 20.4447 17.8008 18.4816 15.9461 13.9986 21.6729 13.8932 13.8601 13.6633\nthreshold=1.0000000180025095e-35 0.72570799914827189 1.1359161192638549 8.0030277703429284 0.62105359514767844 0.60602929386150517 2.4003652118480789 1.0000000180025095e-35 5.3498148148148159 11.681412419811817 19.106093852765955 36.969624800303599 0.21307256741474023 0.33516311337812488 1.0500000000000003 11.736446794906181 0.2617899952941134 0.66872193401012459 33.573858415404658 -0.1077662043580128 -0.023451111787998784 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1780 1676 174 1502 918 580 584 136 104 3908 845 3063 1040 455 381 89 652 472 124 2023 68 496\ninternal_count=6180 6167 64 34 6103 6011 6000 5833 1925 1780 1676 174 1502 918 580 584 136 104 3908 845 3063 1040 455 381 89 652 472 124 2023 68 496\nis_linear=0\nshrinkage=0.01\n\n\nTree=641\nnum_leaves=32\nnum_cat=0\nsplit_feature=237 48 232 164 57 231 144 132 27 225 242 146 66 49 236 97 5 88 34 157 178 27 82 233 91 233 25 5 129 233 33\nsplit_gain=3.92075 4.06964 8.52598 9.51362 12.4241 11.6948 12.2234 9.18998 8.31345 8.05068 7.86909 7.77139 7.53665 12.2465 7.89875 35.5417 17.9119 17.0238 12.7184 9.6947 9.30238 8.33555 7.5993 7.32538 14.2975 7.66477 7.54548 6.91983 6.33607 6.23611 12.7785\nthreshold=46.445220700660499 -2.7189589516437143 59.875678543069718 6.5758191852127474 -2.1718898256384644 39.93083279352026 0.65504807692307698 0.7425848765432107 5.4470616360467865 0.0097632653061224418 55.352755484902865 0.49375866514872085 -0.13823959337696243 3.1259281840164612 51.965606105669593 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781\nis_linear=0\nshrinkage=0.01\n\n\nTree=646\nnum_leaves=32\nnum_cat=0\nsplit_feature=76 233 77 76 48 178 61 176 45 52 232 232 20 147 18 162 147 234 127 83 83 93 233 42 233 233 63 93 11 225 182\nsplit_gain=3.83049 5.50875 7.02661 4.46483 7.3237 4.70147 11.7595 7.77769 5.75547 4.65931 4.62979 8.00795 24.7454 7.62064 6.5675 10.4895 4.61293 10.0072 4.61017 4.45905 7.07603 10.0308 5.71697 32.1324 23.2201 20.1481 17.1091 14.9408 12.9775 8.24528 7.72725\nthreshold=2.0848903836365276 48.597025441250928 0.80740305748136942 1.837065185635298 -6.1646172477606767 23.822071923254743 -0.0051363775227189186 35.618364109007381 -49.664731892648369 0.00064552173274247512 12.208168994811833 59.875678543069718 -13.522435897435898 0.30111666018133837 0.087362143001886064 25.486945997912127 0.32495595500371388 12.208168994811833 4.2674742835255914 1.408838187092446 1.2459858653391049 0.8706841383861782 12.526264682419171 -0.12473485000000227 4.1161896666337494 21.150357948628422 0.012952689716819827 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7.4116e-05 -0.00425278 -0.00139642 -0.000288914 0.000431599 -0.00167685 0.00133084 -0.00271279 0.00214631 -0.00314193 -0.00411662 0.00498231 0.00407077 -0.00199829 -0.00266398 -0.00119729 0.00233634 -0.00575541 -0.00812927 -0.00217577 -0.00380331\ninternal_weight=0 6168 3230 2868 85 75 2783 1398 409 390 255 135 196 989 701 207 494 79 415 174 92 33 204 288 253 181 35 72 45 162 102\ninternal_count=6180 6168 3230 2868 85 75 2783 1398 409 390 255 135 196 989 701 207 494 79 415 174 92 33 204 288 253 181 35 72 45 162 102\nis_linear=0\nshrinkage=0.01\n\n\nTree=650\nnum_leaves=32\nnum_cat=0\nsplit_feature=76 233 77 84 0 41 146 231 154 37 13 178 84 165 176 224 177 233 131 139 78 225 175 54 79 77 44 16 239 86 233\nsplit_gain=3.80802 5.26874 6.79564 4.35427 9.23953 12.5226 11.2845 8.01846 6.6221 7.9271 5.7993 5.37437 10.6265 8.13599 7.42695 6.88787 6.06918 6.01494 5.83471 9.09647 9.21383 8.35915 7.97856 8.49777 8.35715 5.57976 5.11742 10.3031 16.053 9.61768 11.0512\nthreshold=2.0848903836365276 48.597025441250928 0.80740305748136942 2.0159574069259985 2.7500000000000004 1.4644843108525956 0.47854878835179787 70.266857642924421 0.86698713115568571 43.132593348834995 0.50702909343874458 18.88374950807718 1.1179189259447035 18.665226395066366 35.618364109007381 0.03347222222222223 5.1219976822820463 36.293171508032565 -0.54839865730242676 17.371728395061734 1.1398431629442116 0.028318367346938773 6.0364776707430172 1.1032595520190949 0.83377425044091735 0.40596754514757732 -1.6315304175186596 0.0011084725193242953 39.602454348709514 0.77419388982117743 8.425741474517972\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=3 -2 -3 10 5 7 -6 8 9 -5 -1 14 15 -14 18 16 17 -13 21 26 -21 22 23 24 -12 -24 -20 29 -29 30 -28\nright_child=1 2 -4 4 6 -7 -8 -9 -10 -11 11 12 13 -15 -16 -17 -18 -19 19 20 -22 -23 25 -25 -26 -27 27 28 -30 -31 -32\nleaf_value=0.0032831818644419716 -0.0022002201385832557 -0.00082868360642986583 0.0064519710942375135 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17 25 33 22 10 103 14 34 87 36 11 39 22 14 47 36 10 15 18 92 92 25 19 34 31 103 476 4500 96 91\ninternal_value=0 0.00237943 0.00384618 -2.84936e-05 -0.00137083 -0.000496801 0.000418441 0.00401817 -0.00293019 2.2799e-05 0.00167955 -2.17073e-05 -1.39591e-07 0.00472777 -0.00367503 2.54964e-05 -2.37849e-05 -0.00345785 0.0016016 0.00232016 0.00307905 1.79927e-05 -0.00248709 5.05827e-05 2.62414e-05 -8.18025e-05 -0.00237927 0.000935187 -1.17002e-05 0.00204569 -7.42775e-05\ninternal_weight=0 54 42 6126 216 183 139 36 44 5910 145 5765 5754 58 30 5724 5560 57 164 149 131 5503 61 5442 5423 4855 134 568 4721 130 4591\ninternal_count=6180 54 42 6126 216 183 139 36 44 5910 145 5765 5754 58 30 5724 5560 57 164 149 131 5503 61 5442 5423 4855 134 568 4721 130 4591\nis_linear=0\nshrinkage=0.01\n\n\nTree=652\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 150 85 58 9 0 69 76 233 99 79 239 224 234 234 112 80 2 48 134 82 69 185 44 221 163 95 49 234 53 53\nsplit_gain=3.66548 3.90647 9.60693 5.28274 4.75967 7.48178 11.5906 6.05075 6.5393 4.8921 5.34736 5.10565 6.89606 7.02973 4.96331 23.3623 21.7957 27.0683 18.3135 20.5398 14.4359 11.9971 11.7241 12.9642 12.2862 11.3324 10.7819 11.6834 10.4185 41.7846 23.127\nthreshold=1.0000000180025095e-35 0.72570799914827189 1.1359161192638549 8.0030277703429284 1.0000000180025095e-35 1.0500000000000003 -0.17078273885482537 2.0848903836365276 48.597025441250928 2.4003652118480789 0.56774368401206654 74.789780701091274 0.018799603174603167 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.2484000432227889 22750.000000000004 -3.3007487491327177 5.3498148148148159 0.86201008960442926 0.078998515328051508 0.55437500000000017 -8.2607079556232286 0.046960836434520668 20.18576980259996 0.77290381918326545 -1.0000000180025095e-35 33.573858415404658 -0.1077662043580128 -0.023451111787998784\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 4 3 -3 7 -6 -7 9 -9 11 -11 -1 -13 -14 15 16 17 26 20 22 -18 -22 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46 37 109 42 231 48 232 164 231 187 171 2 86 132 66 28 236 1 54 169 233 174 233 80 0\nsplit_gain=3.6996 6.29332 5.04079 5.00129 8.58628 6.19679 9.67247 5.86415 5.02162 4.9789 6.12187 4.23532 7.99008 9.00544 15.8558 11.4407 17.0922 9.68859 9.31688 8.90079 7.97576 9.8676 8.56811 24.1917 12.9534 10.453 10.0065 21.2488 14.9545 14.6272 11.8335\nthreshold=0.57279562542720452 0.54391564902758949 -9.2454260856632953 44.80746791527568 63.580243931892305 30.577161886029867 0.2224071128397577 1.0000000180025095e-35 0.25592603808504039 -2.2687379195567856 54.554608939707471 -2.7189589516437143 59.875678543069718 10.423240655672116 39.93083279352026 1.7566666666666668 4.920696519445527 27.500000000000004 0.49547215395664018 0.7425848765432107 -0.13823959337696243 -5.1334653233194327 12.208168994811833 4.1900000000000004 -0.08690126407724684 11.393463633575594 39.449924859160099 5.4715979358617908 21.150357948628422 1.2401229632965298 3.7500000000000004\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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58 35 70 51 35 5940 1185 1159 733 426 120 42 26 26 707 46 661 59 602 581 546 187 154 33 359\nis_linear=0\nshrinkage=0.01\n\n\nTree=654\nnum_leaves=32\nnum_cat=0\nsplit_feature=95 154 175 31 144 236 90 234 176 61 55 233 14 233 72 114 233 63 226 41 226 82 64 22 236 175 102 233 129 41 171\nsplit_gain=3.67379 9.951 5.83613 4.28737 10.802 13.3023 12.4309 11.6686 14.9616 10.1008 10.0177 9.69107 16.7251 12.4179 33.0901 19.8915 19.3879 16.2521 10.4545 9.0777 8.32444 8.10619 8.00854 12.0325 11.5815 17.2217 11.9275 8.04804 16.4704 8.03943 7.9284\nthreshold=2.7514538879500798 0.7099165099720316 37.561894442690452 5.7575510204081617 0.64619252873563238 38.217948399965721 0.65219444724335629 1.0000000180025095e-35 5.9539469248651651 0.0012227258787128501 -0.037424420595444048 4.1161896666337494 156.93208766391004 8.425741474517972 -0.31737495972217244 1.0000000180025095e-35 21.150357948628422 -0.007673962507617379 0.018590856481481486 1.835306719261778 0.016870984504913079 0.73875189065937552 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8.4415 7.51784 6.48574 11.7142\nthreshold=1.0000000180025095e-35 0.72570799914827189 1.1135067197707749 1.5360830105985643 1.0000000180025095e-35 1.0500000000000003 -0.17078273885482537 2.0848903836365276 48.597025441250928 50.76505141373223 0.24285948403611465 2.0159574069259985 -1.0000000180025095e-35 -1.0000000180025095e-35 18.88374950807718 1.1179189259447035 -1.6969944598337945 0.03347222222222223 -0.40698564593301423 2.7500000000000004 0.8091391331129788 12.526264682419171 21.150357948628422 7.4719186870716356 2.7790502490794897 0.0019474392693100253 1.0000000180025095e-35 0.24659942498806434 4.1161896666337494 10.15689981096409 38.217948399965721\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 4 3 -3 7 -6 9 10 -9 -7 11 14 -13 -14 18 17 -17 -16 19 20 -1 23 26 25 -25 27 -23 -20 -26 -24 -31\nright_child=-2 2 -4 -5 5 6 -8 8 -10 -11 -12 12 13 -15 15 16 -18 -19 21 -21 -22 22 29 24 28 -27 -28 -29 -30 30 -32\nleaf_value=6.4556242457726703e-05 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31 34 34 46 13 3668 12 15 40 29 23 24 109 1355\ninternal_value=0 1.19251e-05 0.0022959 0.00557507 -1.57427e-05 -0.00253985 -0.0045618 1.43172e-05 0.00306707 0.000404473 -1.7257e-05 -5.31375e-05 -0.00172755 -0.00372715 3.99782e-06 0.00134414 0.00374681 -0.000149063 -6.6362e-05 0.00217803 0.00354197 -0.000119274 -6.02759e-05 -0.00204748 -0.00685574 0.00088504 0.00657538 -0.00228832 -0.00958847 -0.000127264 0.000433519\ninternal_weight=0 6167 64 30 6103 62 42 6041 52 23 5989 5899 185 74 5714 276 100 176 5438 116 82 5322 5174 148 51 97 42 57 39 5132 1464\ninternal_count=6180 6167 64 30 6103 62 42 6041 52 23 5989 5899 185 74 5714 276 100 176 5438 116 82 5322 5174 148 51 97 42 57 39 5132 1464\nis_linear=0\nshrinkage=0.01\n\n\nTree=658\nnum_leaves=32\nnum_cat=0\nsplit_feature=95 154 175 234 177 112 80 2 48 134 90 82 35 69 17 18 85 234 53 53 29 222 61 178 21 89 76 63 65 0 149\nsplit_gain=3.54411 9.58769 5.66663 4.26907 23.8177 25.1442 20.2042 21.5637 16.4267 18.4471 15.4894 13.8866 12.129 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13.999999999999998\nleaf_count=27 28 175 11 231 12 143 22 56 782 132 42 20 24 20 18 96 565 2029 539 438 32 63 21 43 55 63 13 78 342 46 14\ninternal_value=0 -0.00123775 -0.000286786 4.34607e-05 0.000424837 0.000580317 0.00019837 0.00140218 -0.000753502 -0.000386836 0.00398613 -0.0053544 0.000881985 -0.00827957 -0.0072183 0.00115493 0.000599513 -0.000143585 -0.00109747 0.00012828 -0.00104376 -0.000589337 -0.00210065 0.000303108 0.000753701 0.000709229 0.000644107 0.00380739 -0.00119945 -0.0059083 -0.00460804\ninternal_weight=0 214 186 5966 1959 1929 1744 768 976 914 185 62 712 40 30 688 592 4007 882 3125 1033 955 426 637 594 2092 529 91 363 78 245\ninternal_count=6180 214 186 5966 1959 1929 1744 768 976 914 185 62 712 40 30 688 592 4007 882 3125 1033 955 426 637 594 2092 529 91 363 78 245\nis_linear=0\nshrinkage=0.01\n\n\nTree=659\nnum_leaves=32\nnum_cat=0\nsplit_feature=237 22 131 62 54 176 239 224 0 131 139 0 22 79 28 110 236 152 54 175 236 54 223 153 13 41 231 60 20 73 184\nsplit_gain=3.57368 3.92969 3.78041 6.66206 6.53604 4.30635 3.85417 30.5198 14.652 4.1121 8.78877 7.8348 19.9339 12.4134 10.4177 9.16267 13.359 7.93918 8.59789 7.79106 7.96132 7.78271 7.09359 5.71125 8.07586 7.62794 12.0281 9.84008 8.89728 5.52831 5.49036\nthreshold=46.445220700660499 5.8105316200554302 0.6639175046662702 0.24852341441392209 -0.010107630144983013 35.618364109007381 26.870071741751229 0.027795138888888894 3.7500000000000004 -0.54839865730242676 17.371728395061734 2.7500000000000004 -20.141103316326529 0.94092453816660859 -3.273504273504273 0.089503816714370715 19.61427087226987 3.2759390141561311 1.5751778656935449 10.438920663193631 51.965606105669593 0.010869865578036647 0.057841710758377428 0.84796732438256839 0.50702909343874458 -0.18845852266585419 54.554608939707471 -2.4678470844857663 1.0000000180025095e-35 -0.053627843275663993 11.663525170262393\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 -1 5 -4 -5 6 7 -2 -9 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315\nis_linear=0\nshrinkage=0.01\n\n\nTree=660\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 150 85 58 9 0 69 76 233 231 99 79 239 224 234 234 112 80 2 17 153 131 134 48 85 32 163 62 99 28 234\nsplit_gain=3.54848 3.70662 8.88241 4.9886 4.59047 6.76941 10.401 5.56528 6.00833 4.59594 4.52527 5.20353 4.93034 6.73266 6.94236 4.64075 22.1005 20.4985 25.3559 17.6992 15.1 14.5298 13.4598 17.0687 11.97 11.6203 10.749 10.4955 10.4473 10.0803 9.73156\nthreshold=1.0000000180025095e-35 0.72570799914827189 1.1359161192638549 8.0030277703429284 1.0000000180025095e-35 1.0500000000000003 -0.17078273885482537 2.0848903836365276 48.597025441250928 50.76505141373223 2.4003652118480789 0.56774368401206654 74.789780701091274 0.018799603174603167 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.2484000432227889 22750.000000000004 0.024464606760395999 0.76775539878159871 0.22308138070042885 5.0095833333333344 -2.8650093441009621 1.2310245515507237 -108.22448979591836 20.18576980259996 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19 -11 21 -14 -23 24 -24 -26 27 28 -25 30 -29\nright_child=1 -3 -4 9 -6 6 8 -9 -10 10 -12 12 14 -15 -16 16 17 -19 -20 -21 -22 22 23 26 25 -27 -28 29 -30 -31 -32\nleaf_value=-0.0018555006601166824 -0.0084644822937578763 -0.00048874223698156753 0.0048397159945373679 0.00029495347016098613 0.0065022433703647584 0.0006784488068363241 -0.00078471042462765952 0.0053651680850551236 -0.0074053278712144588 0.00020265582103729749 0.0052988003425573941 0.0019910491840144876 0.00068441688366137289 -0.0089730809810404134 0.0044008570631614901 0.0024411767865360531 -0.010883201436103175 -0.0018027314657580527 -0.00036311633025142671 -0.0081136689042230845 -0.0053799299123540242 -0.0015849787456679797 0.0054498781461623123 -0.006411015505584222 0.00020521185340439954 -0.011433858445069205 -0.0029050865460402342 -0.0015809031151266994 -1.5391452637247022e-05 0.0095104316904190533 0.0017699942323454781\nleaf_weight=12.999999999999998 9.9999999999999982 196 11.999999999999998 2620 19 338 44 56 18 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1267 1186 454 732 719\nis_linear=0\nshrinkage=0.01\n\n\nTree=665\nnum_leaves=32\nnum_cat=0\nsplit_feature=0 146 71 73 97 99 91 90 66 73 74 223 127 134 231 23 233 77 233 52 67 94 233 148 5 148 92 73 236 26 147\nsplit_gain=3.47554 7.67011 7.44575 5.21501 3.98197 4.18787 5.09248 4.02423 10.3425 14.4614 9.7172 7.50278 12.4663 7.34028 7.59197 15.7471 7.19915 30.4767 19.9751 14.3981 13.1347 12.3131 10.3655 11.5702 8.67693 7.76016 8.9346 7.54528 22.8195 12.7926 8.9685\nthreshold=4.2500000000000009 0.47636514087756943 0.60602929386150517 -0.12226381882867733 11.993340918515033 2.6257740275338812 1.0240432541207789 1.1383604019700091 0.00075275722750965505 -0.21661213283000155 0.073133305991567685 0.02854497354497355 2.0385432413706228 4.8611822089947099 70.266857642924421 -1.2398725179271655 12.526264682419171 0.46308371862954001 21.150357948628422 -0.0015869600332518348 -0.11347050521308985 -0.38759133550221198 4.1161896666337494 0.0061862244897959206 5.4368458338015815 0.015151515151515131 0.68321153871609441 -0.39779142846768328 51.965606105669593 -1.0000000180025095e-35 0.15148463409333299\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 3 4 -2 5 7 -7 16 13 10 -10 12 -11 14 -9 -16 17 -1 20 -19 -18 22 23 -21 -24 26 -23 28 29 -20 -29\nright_child=1 -3 -4 -5 -6 6 -8 8 9 11 -12 -13 -14 -15 15 -17 18 19 27 21 -22 25 24 -25 -26 -27 -28 30 -30 -31 -32\nleaf_value=-0.010422835665891857 0.0029349014514466216 -0.0066495898602925976 0.0046175423241553966 -0.0031273649542087408 -0.0036422819242238101 0.00061281391924512157 0.0065550866713717229 0.00060350476838584599 -0.0024932308809697541 -0.001316617961073584 0.0060275943640107311 -0.0017047250055193695 -0.013570457339547827 -0.0055010336866119858 -0.0048684529257177356 0.0030754979571245358 -0.00069838059903917034 -0.0065423910941144869 -0.001638252560530804 0.0060202012641377284 0.0095410400424387701 -0.0003345519042758482 0.0017060298582676956 -0.0039225990562544149 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95 5369 164 5205 140 44 123 74 32 42 49 29 5161 405 63 4756\ninternal_count=6180 53 6127 38 6102 6082 65 6017 648 96 36 60 31 552 537 95 5369 164 5205 140 44 123 74 32 42 49 29 5161 405 63 4756\nis_linear=0\nshrinkage=0.01\n\n\nTree=666\nnum_leaves=32\nnum_cat=0\nsplit_feature=131 164 131 34 233 233 233 163 21 0 152 96 231 69 25 39 31 143 136 184 43 153 13 55 231 90 93 178 90 178 236\nsplit_gain=3.4657 5.9539 5.4065 5.59198 8.60553 12.4479 8.1263 6.47485 13.7895 9.21373 13.2858 8.12114 9.15342 7.60548 6.78996 5.94436 5.66162 5.22213 6.2968 7.6647 7.53614 5.40036 7.49665 6.93502 10.3807 8.10108 8.06445 5.39438 10.407 8.37705 33.0837\nthreshold=-1.9642600990339869 12.142387175295493 -0.54839865730242676 -700.50478950470222 17.844779279071584 33.740068943746643 39.449924859160099 6.6722794113083177 -0.7779301935680526 1.0500000000000003 4.5468417706621462 0.97459946464087965 54.554608939707471 0.10240701977919933 1.7795138888888895 -0.10749599048448376 35.576262975778555 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0.00104937 -8.32419e-05 0.00107155 -0.000174465 -0.00226644\ninternal_weight=0 72 6108 691 232 219 188 459 201 258 221 156 82 60 65 37 74 5417 5391 5305 31 5274 5138 136 113 27 86 5093 365 4728 174\ninternal_count=6180 72 6108 691 232 219 188 459 201 258 221 156 82 60 65 37 74 5417 5391 5305 31 5274 5138 136 113 27 86 5093 365 4728 174\nis_linear=0\nshrinkage=0.01\n\n\nTree=667\nnum_leaves=32\nnum_cat=0\nsplit_feature=241 234 177 175 134 143 18 177 0 35 132 81 170 86 85 103 59 17 100 170 31 87 153 185 23 236 89 234 53 21 72\nsplit_gain=3.44721 3.66791 22.7029 23.87 16.6668 20.5441 15.7541 15.2464 33.0272 13.1886 12.8845 12.0401 19.9007 21.4958 12.8046 13.0187 19.8604 11.7363 11.6388 11.0525 10.7484 9.97658 9.68759 17.7874 9.40187 13.3364 23.0236 13.1456 40.223 17.0053 16.3561\nthreshold=30.898135100226654 1.0000000180025095e-35 25.522161313191905 25.341564961633775 5.3498148148148159 0.36859590837559014 -0.0080373192270712379 12.996640808138759 3.7500000000000004 1455.8011691270406 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14 23 5191 63 10 17 23 20 38 72 41 22 11\ninternal_value=0 -0.00203231 2.05993e-05 0.000825248 0.000541482 -0.00331577 0.000755681 0.000378081 0.00100952 0.00325492 4.57222e-05 0.00122388 -0.000607763 -0.00203892 -0.00268412 -0.00676464 0.0069184 0.00344997 -8.33743e-05 -0.000107857 -5.59981e-05 -0.00197095 -0.000749564 -0.00515458 0.00102628 -9.42391e-05 0.00366254 0.00382477 0.000105311 -0.00382358 0.00371919\ninternal_weight=0 72 6108 691 639 26 613 573 430 122 308 219 133 102 89 25 64 31 5417 5392 5256 136 113 27 86 5211 52 86 86 47 25\ninternal_count=6180 72 6108 691 639 26 613 573 430 122 308 219 133 102 89 25 64 31 5417 5392 5256 136 113 27 86 5211 52 86 86 47 25\nis_linear=0\nshrinkage=0.01\n\n\nTree=669\nnum_leaves=32\nnum_cat=0\nsplit_feature=0 146 71 73 97 99 91 90 66 73 74 223 127 134 0 52 100 225 233 233 77 233 52 67 94 233 148 5 90 59 31\nsplit_gain=3.39376 7.38555 7.22415 5.07967 3.85589 4.05307 4.92305 3.86609 10.0133 14.1377 9.39949 7.32448 12.068 7.02661 7.57555 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182 231 83 23 49 231 52 90 77 63 153 189 0 73 224 39 15 96 231 89 63 0 71\nsplit_gain=3.36709 3.71208 3.632 6.37453 6.08027 4.18369 3.71874 5.99814 3.97884 15.6456 13.1037 14.4581 12.4489 7.52045 33.4748 29.4779 10.9388 6.53995 8.12165 8.61593 12.1382 12.0942 9.82767 8.45716 6.35206 5.91205 11.2163 6.71615 5.86496 5.54247 9.0203\nthreshold=46.445220700660499 5.8105316200554302 0.6639175046662702 46.232665291041918 -0.010107630144983013 35.618364109007381 3.2881944444444451 1.1369145513143539 19.066124374986117 1.0000000180025095e-35 1.193655430535278 -1.2389753357438014 -11.303343868800869 20.06391648001469 0.0019474392693100253 0.89562236871791845 0.79812019799408984 0.023914698904037451 0.61555518840660317 0.77321385048850921 1.0500000000000003 -0.065298511363775485 0.030784970238095236 0.24474738453320091 158.70416184278176 0.99385392170740461 54.554608939707471 0.95039997360190465 0.0081993260190268129 4.2500000000000009 0.57279562542720452\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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211 55 156 108 73 5189 143 108 21 5046 5006\nis_linear=0\nshrinkage=0.01\n\n\nTree=671\nnum_leaves=32\nnum_cat=0\nsplit_feature=241 179 94 79 64 234 0 231 69 190 226 224 182 233 13 38 27 89 0 228 27 161 47 1 231 143 11 153 75 225 2\nsplit_gain=3.35014 3.5407 6.90219 7.60161 9.53431 7.16669 7.27711 6.58851 12.0071 11.514 6.48014 11.9405 9.66712 7.41375 10.9608 8.45502 8.15499 8.1875 7.00106 11.4182 6.47094 6.40169 6.37443 7.13119 7.0533 6.25595 13.196 6.99137 8.09047 6.74449 9.83649\nthreshold=30.898135100226654 4.7977016959934389 -0.51991652412669975 1.6575685876852002 -0.056649588848265049 1.0000000180025095e-35 1.3500000000000003 1.0000000180025095e-35 0.0073915178220708708 0.54258609928706736 0.012400793650793647 0.021464646464646468 15.386307406252989 48.597025441250928 1.2309771574105615 -253.55591391266583 1.2474489795918366 0.71720167063390261 1.0500000000000003 0.010302551807760142 -1.5494549875863004 12.052834581933512 10.256946236471801 0.45500000000000007 20.06391648001469 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391\nis_linear=0\nshrinkage=0.01\n\n\nTree=676\nnum_leaves=32\nnum_cat=0\nsplit_feature=241 179 161 1 94 79 64 234 39 33 231 69 190 29 153 185 151 148 146 226 163 177 32 16 236 175 5 42 188 225 54\nsplit_gain=3.28163 3.46872 6.49138 5.59707 5.77036 7.05757 8.78215 7.62551 7.06204 6.44848 6.23495 11.768 9.42076 6.16932 5.83962 15.1746 5.62388 5.48865 5.2324 10.2155 16.1312 15.7288 9.32054 8.74612 7.75 18.6289 8.13045 7.52642 6.37379 6.70209 8.37554\nthreshold=30.898135100226654 5.3971381525597293 12.052834581933512 6.535000000000001 -0.51991652412669975 1.6575685876852002 -0.056649588848265049 1.0000000180025095e-35 -0.006630000000001109 49.040978406250112 1.0000000180025095e-35 -0.00011474660551321512 0.54258609928706736 -4.6500972412389752 0.8373138708527692 -0.68367283950617241 0.011707999148271806 0.0048809523809523608 0.46939011784083834 0.012421461640211637 18.982240825463741 22.119291498549185 41.958449999999978 0.071259714941508137 46.00802260721305 1.0000000180025095e-35 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233\nsplit_gain=3.16084 5.35146 4.62604 6.21073 6.04463 5.87528 5.23371 4.75351 4.59094 4.44345 5.00654 4.66769 13.2693 12.1624 7.65515 7.06882 6.31346 5.55428 5.85243 6.21717 4.99172 7.45104 9.80995 6.95138 6.24956 6.79474 5.9623 19.9373 17.5128 14.1097 12.2448\nthreshold=-1.9642600990339869 0.1901196832268183 0.4788059701492538 -1.3693518518518513 1.0578512396694191 0.047619047619047679 0.15223665223665225 0.038191009246046591 1.6722453710872347 2.7514538879500798 -8.1691133145977233 0.20757812304957746 14.540256009818583 0.0022246665450221803 0.20970101361088886 74.78978070109126 0.8155124653739606 -0.74231040092718303 3.7500000000000004 -0.00068895020365398985 4.7916460717338083 -0.18842321170892598 -0.0049424768933653144 27.796958119277651 4.2500000000000009 0.93154653556538902 8.425741474517972 21.150357948628422 1.1527617890919963 0.21378074260875646 4.1161896666337494\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 -1 3 8 -4 9 7 -7 -2 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63\nis_linear=0\nshrinkage=0.01\n\n\nTree=682\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 150 85 132 9 0 69 76 233 231 76 42 182 234 153 177 134 143 177 0 177 15 224 77 222 47 21 86 18 153 82\nsplit_gain=3.1866 3.46818 7.83307 4.37218 4.20696 5.90334 9.24615 4.98097 5.85015 4.49216 3.87823 6.39338 3.81707 3.64199 21.4375 17.4356 17.9364 13.458 12.7067 29.4925 14.702 15.5758 13.4935 13.8076 12.2526 12.2438 11.7714 10.2912 10.1777 9.90556 11.2257\nthreshold=1.0000000180025095e-35 0.72570799914827189 1.1359161192638549 1.3838555839002276 1.0000000180025095e-35 1.0500000000000003 -0.17078273885482537 2.0848903836365276 48.597025441250928 50.76505141373223 2.005944986173668 -0.45850433840047244 66.547010175509286 1.0000000180025095e-35 0.38335766476954652 25.522161313191905 5.3498148148148159 0.36859590837559014 12.996640808138759 3.7500000000000004 6.4827890144192937 161.06858417248043 0.030280483405483404 0.53070036224824002 0.059970760233918126 -14.971287400416909 -29.123625578703695 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47 47 184 24 231 165 91 71 152 0 103 231 173 40 153 0 190 0 157 237 95 152 70 31 233 14 226\nsplit_gain=2.98306 4.5425 6.90621 5.2584 3.38445 4.76066 8.70617 4.69518 5.50905 35.0911 22.0144 14.4627 13.8967 4.68007 5.59924 4.19001 4.79562 3.98543 6.75949 5.21455 3.91838 14.6814 13.7616 4.56083 4.49189 13.2831 5.54695 4.73562 8.18767 19.092 9.79153\nthreshold=0.0058100000000000001 48.597025441250928 1.0000000180025095e-35 0.045709706959706962 -31.029065733860445 -27.1876592981301 1.8602892665553881 -14.954659920789359 20.06391648001469 5.7249464599013118 1.1284054350609709 0.16535497177594441 3.6901884542810253 2.7500000000000004 0.15269788760444111 54.554608939707471 4.9630478319555786 -5.8754506858710593 0.70135210868931253 1.0500000000000003 0.53210145155318533 3.7500000000000004 10.552053819487453 46.445220700660499 2.7869253707916815 3.587430298092722 0.070321192600985336 5.7575510204081617 4.1161896666337494 156.93208766391004 0.018590856481481486\ndecision_type=2 2 2 2 2 2 2 2 2 2 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318 34 5200 53 284 226 5147\ninternal_count=6180 6167 64 34 6103 62 6041 52 5989 23 41 5966 5876 62 46 5814 35 5779 46 5733 5647 5624 424 363 318 34 5200 53 284 226 5147\nis_linear=0\nshrinkage=0.01\n\n\nTree=696\nnum_leaves=32\nnum_cat=0\nsplit_feature=48 64 232 132 54 52 69 243 62 233 40 233 24 171 43 163 236 85 72 70 0 38 231 56 146 234 32 159 21 233 55\nsplit_gain=2.91909 8.8429 8.79493 8.67425 8.24226 7.47557 9.49408 6.06077 5.89079 6.0884 13.8677 9.35289 20.096 9.09984 8.54755 7.66561 9.02078 8.4636 9.96746 7.02626 7.01358 6.58422 6.16745 6.0613 5.99275 5.86222 12.9913 5.69196 9.03443 5.80727 15.0125\nthreshold=-2.2681714374942983 -0.038398603246514319 59.875678543069718 0.7425848765432107 -0.039270711756395536 -0.0031547445681294095 -0.09618950806353764 13.514331818261436 0.22900088678810562 21.150357948628422 -0.54938088888888814 33.740068943746643 -1.0000000180025095e-35 9.2789280940725032 6.0474030748513297 34.843991424257702 46.00802260721305 1.1092512700575441 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28 20 43 467 49 905 150 85 392 108 94 66 23 35 132 30\nleaf_count=12 38 14 3106 13 16 25 16 22 33 11 20 96 21 79 31 28 20 43 467 49 905 150 85 392 108 94 66 23 35 132 30\ninternal_value=0 -2.6276e-05 -0.000242604 -0.0040161 -0.000197251 0.000199423 0.00116614 0.00520942 0.000572692 -0.00258725 -0.00591483 0.00105577 0.00318027 -9.32882e-05 0.000628921 -0.000376544 0.0031631 0.0017806 2.84274e-05 -0.000867325 0.000256126 0.000898215 -0.000252234 0.000516637 -3.34334e-05 -0.00160125 0.000871788 -0.00348874 -0.00450366 -0.000590524 -0.00273547\ninternal_weight=0 6168 3149 27 3122 3019 445 47 398 47 31 351 117 234 201 150 51 71 2574 516 2058 906 1152 868 718 260 458 152 129 1067 162\ninternal_count=6180 6168 3149 27 3122 3019 445 47 398 47 31 351 117 234 201 150 51 71 2574 516 2058 906 1152 868 718 260 458 152 129 1067 162\nis_linear=0\nshrinkage=0.01\n\n\nTree=701\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 150 85 58 9 233 76 233 76 42 233 77 233 223 67 64 162 75 75 177 177 234 0 43 42 16 0 135 61 17 236\nsplit_gain=2.87863 3.1694 6.73117 3.7533 3.7488 4.85504 4.31416 5.12072 3.54337 5.60799 3.19642 23.4207 18.741 14.0397 13.2136 11.2096 9.70222 8.91996 6.13131 5.95431 8.54852 16.3554 12.7343 13.3031 7.43664 6.65366 5.95338 8.05527 5.81934 5.38271 15.6466\nthreshold=1.0000000180025095e-35 0.72570799914827189 1.1359161192638549 8.0030277703429284 1.0000000180025095e-35 36.293171508032565 2.0848903836365276 48.597025441250928 2.005944986173668 -0.45850433840047244 12.526264682419171 0.46308371862954001 21.150357948628422 0.034199233716475097 -0.11347050521308985 0.020599981304512349 30.323638025774198 1.4660779359268437 1.8710058613452227 22.302030655261348 26.365402299451329 1.0000000180025095e-35 3.2500000000000004 2.5089141579868373 -0.56288972781064872 -1.0000000180025095e-35 1.3500000000000003 2.8585117779107532 -5.517561983478971e-06 0.038848485119227734 46.00802260721305\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 4 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859\nis_linear=0\nshrinkage=0.01\n\n\nTree=702\nnum_leaves=32\nnum_cat=0\nsplit_feature=237 22 153 231 239 236 233 51 63 19 51 51 233 233 24 85 233 63 56 153 61 53 237 143 146 42 233 95 28 39 0\nsplit_gain=2.8932 3.16431 3.10318 30.4253 21.2273 9.47708 13.7478 4.1581 14.9763 7.51559 6.97534 13.3956 8.38611 24.6512 24.2938 16.0829 15.6614 13.0195 10.4715 10.3443 8.48736 7.71973 11.0945 8.93462 7.77659 9.00277 7.00462 10.4944 7.45776 6.94984 6.9045\nthreshold=46.445220700660499 5.8105316200554302 0.41042953405338839 50.76505141373223 74.789780701091274 38.217948399965721 39.449924859160099 -0.0014331493284469748 -0.042522643109656921 -18.993065081542447 -0.0036471419962022249 -0.0031862130494574046 4.1161896666337494 8.425741474517972 1.199357148075098 1.2910108498053976 21.150357948628422 -0.020461570754125972 62.829572674520968 0.68777926785118659 -0.055740614263523391 -0.17313901507429583 69.713030329679484 0.38864087301587308 0.49050370594126474 -1.0000000180025095e-35 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93\nsplit_gain=2.87745 5.03224 4.00181 5.06543 4.65201 8.51367 8.38179 5.85992 6.0131 4.55839 5.96974 16.0022 12.1581 10.6377 4.67224 4.72066 8.02172 7.2527 4.54438 6.6983 6.30893 4.48364 4.47775 4.42199 4.23945 4.26753 5.82512 5.75963 9.54636 7.80164 6.84507\nthreshold=-1.9642600990339869 0.1901196832268183 -0.54839865730242676 0.072775900900900928 17.844779279071584 0.020599981304512349 33.740068943746643 1.8460886734101625 1.1116376133786854 39.449924859160099 2.7500000000000004 39.602454348709514 0.90811464104414752 60.203246091514082 11.901689134766441 1.0500000000000003 -0.18464283028637554 11.705145709099918 12.208168994811833 0.16993953611520146 1.0000000180025095e-35 0.50394828625413968 54.554608939707464 -468.63283307439974 20.043651226694386 0.84796732438256839 0.50702909343874458 -0.11820330242714643 54.554608939707471 0.99841559215316844 1.1762531449118625\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 -1 3 4 5 -2 -6 -8 9 -9 13 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86\nis_linear=0\nshrinkage=0.01\n\n\nTree=708\nnum_leaves=32\nnum_cat=0\nsplit_feature=237 153 231 237 236 233 51 63 19 51 51 233 233 24 85 233 63 103 226 153 53 242 143 146 42 39 0 94 236 163 60\nsplit_gain=2.87033 3.11163 29.1052 20.5732 9.22691 13.5107 4.01486 14.3136 7.12369 6.78174 12.6664 8.22472 23.1629 23.1174 15.2322 14.4669 12.3179 10.1142 9.89861 9.79875 7.36194 10.6266 8.39596 7.52444 8.62749 6.62947 6.62357 10.5797 8.77733 7.15993 6.35415\nthreshold=46.445220700660499 0.41042953405338839 50.76505141373223 74.78978070109126 38.217948399965721 39.449924859160099 -0.0014331493284469748 -0.042522643109656921 -18.993065081542447 -0.0036471419962022249 -0.0031862130494574046 4.1161896666337494 8.425741474517972 1.199357148075098 1.2910108498053976 21.150357948628422 -0.020461570754125972 0.32197810473403637 0.018590856481481486 0.68777926785118659 -0.17313901507429583 69.713030329679484 0.38864087301587308 0.49050370594126474 -1.0000000180025095e-35 0.10050079465988304 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66 53 6011 879 852 5132 455 4677 4627 80 63 4547 48 50 40 47 4499 263 237 4236 64 34 417 297 120 104 168\nis_linear=0\nshrinkage=0.01\n\n\nTree=709\nnum_leaves=32\nnum_cat=0\nsplit_feature=48 232 132 57 164 146 243 14 54 236 0 86 70 26 236 233 142 56 88 164 224 44 96 20 0 24 225 62 159 21 233\nsplit_gain=2.79115 7.96415 8.50316 8.13925 12.6011 7.66476 5.54923 5.48061 9.99576 8.90854 6.54486 10.7053 11.8722 8.88658 7.81914 7.69497 14.1271 7.193 6.71618 12.2213 6.95117 6.26339 7.62693 5.44898 8.60174 10.4089 8.3726 5.33626 5.27875 8.36315 5.67422\nthreshold=-2.2681714374942983 59.875678543069718 0.7425848765432107 -2.2783027580427828 6.5758191852127474 0.49375866514872085 13.514331818261436 151.69150647360865 0.010869865578036647 38.217948399965721 1.3500000000000003 0.51798546033502724 0.14003671203028509 5.293301625049545 51.965606105669593 17.844779279071584 0.50201388888888865 119.24331624384853 1.2187843691940616 11.49835889486212 0.020361990950226248 12.987835574949074 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1322 26 1296 54 37 4858 1242 1228 168 1060 264 59 796 49 205 192 747 718 37 681 148 101 149 120 33 87 33 4842 59 4783\ninternal_count=6180 1322 26 1296 54 37 4858 1242 1228 168 1060 264 59 796 49 205 192 747 718 37 681 148 101 149 120 33 87 33 4842 59 4783\nis_linear=0\nshrinkage=0.01\n\n\nTree=710\nnum_leaves=32\nnum_cat=0\nsplit_feature=131 164 143 31 136 148 71 66 21 68 14 231 51 202 231 189 190 48 97 54 95 0 68 40 0 89 231 102 103 231 46\nsplit_gain=2.76212 6.22353 3.90857 5.20603 5.10818 4.69078 4.53379 4.14901 3.95185 3.90756 3.82316 10.4992 10.667 8.956 8.9282 9.8579 6.99597 9.24626 9.19665 6.41771 6.21738 5.54695 6.19677 5.26826 4.87521 4.76155 4.22095 4.21149 4.07244 19.4357 29.2135\nthreshold=-2.0966485925645966 12.142387175295493 0.4788059701492538 6.4375000000000009 -1.3693518518518513 0.047619047619047679 0.15223665223665225 0.038191009246046591 -23.833440453686197 -0.026421013894284941 168.39372585691919 1.0000000180025095e-35 -0.00092450103588688493 1.0000000180025095e-35 1.0000000180025095e-35 0.24668937315716666 0.53557236093583771 3.0999786888894518 11.901689134766441 1.7537309829021452 2.8123630436823581 4.2500000000000009 0.0021907170977325456 -6.8077214914636226 2.7500000000000004 1.4874606168848292 50.76505141373223 0.27113845342346404 0.22144626938054152 50.76505141373223 4.4697173460204462\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 -1 4 8 9 10 7 -7 -4 -2 14 -12 13 16 15 -6 17 18 -13 20 21 23 27 -16 -21 28 -18 -23 -25 30 -30\nright_child=2 -3 3 -5 5 6 -8 -9 -10 -11 11 12 -14 -15 19 -17 26 -19 -20 24 -22 22 -24 25 -26 -27 -28 -29 29 -31 -32\nleaf_value=-0.0045617306223665307 -0.0040091580213210678 0.0013811109878345243 0.0021788936145534957 0.0058006041937727834 -0.0023879999387579958 -0.00052696011908676284 0.0030199596947484871 0.0027293109943351411 -0.0036021960699263497 6.6724101878758556e-05 -0.0080459574576586118 0.00080058271519340253 -0.0066647846223848086 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0.000262713 -0.000472885 8.587e-05 -1.2378e-05 -4.20044e-05 -2.0149e-05 -0.00309551 1.42646e-05 0.00408244 4.0444e-05 0.00278476 -0.00540976 1.759e-05 -0.000245293 -0.00111974\ninternal_weight=0 55 6125 46 6079 5993 272 184 29 86 5721 405 395 378 5316 50 360 285 268 5266 5238 5227 48 5179 28 5154 75 29 5135 2740 1312\ninternal_count=6180 55 6125 46 6079 5993 272 184 29 86 5721 405 395 378 5316 50 360 285 268 5266 5238 5227 48 5179 28 5154 75 29 5135 2740 1312\nis_linear=0\nshrinkage=0.01\n\n\nTree=711\nnum_leaves=32\nnum_cat=0\nsplit_feature=129 179 232 239 23 161 1 68 153 231 226 224 182 236 18 56 34 150 48 41 231 38 132 11 234 154 132 168 19 39 56\nsplit_gain=2.75387 2.95543 6.33379 4.93881 16.435 4.92356 5.08769 5.91626 5.17113 6.17872 4.81918 10.1196 10.8899 6.24294 13.4703 10.4475 8.40371 6.64231 6.05648 5.12301 6.67108 6.17687 4.89432 8.43674 6.3817 21.4053 14.6181 11.2223 14.6798 9.80929 8.58191\nthreshold=1.3480560279667415 5.3971381525597293 79.530542502467782 26.870071741751229 0.76280666844621214 12.052834581933512 6.3950000000000005 0.027747240401811261 0.87467027861672675 54.554608939707471 0.013538651466478847 0.021464646464646468 15.386307406252989 19.61427087226987 0.0058928931137140856 69.741521223252619 -61.999790027015422 0.56730795934236855 -3.4676380046516164 0.060178704986148961 50.76505141373223 -132.02352728288761 1.4363554057535057 3.2894028438993348 12.208168994811833 0.38335766476954652 0.82138747165532922 5.8578040610963216 -6.5869710006915385 1.0823750000000005 154.16985205611681\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 10 3 4 -3 6 8 -8 -5 -10 22 12 -12 14 -13 -16 18 -18 -15 20 -20 -21 24 -24 25 -1 30 28 -27 -30 -26\nright_child=-2 2 -4 5 -6 -7 7 -9 9 -11 11 13 -14 16 15 -17 17 -19 19 21 -22 -23 23 -25 26 27 -28 -29 29 -31 -32\nleaf_value=0.0073693751993057135 0.0025369469984765627 0.0029042953217432881 0.0037092015923146423 -0.00011607079527556376 -0.0093552532024145704 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10.1635 7.89279 7.19185 8.26397 6.66384 9.87907 6.95877 6.53769\nthreshold=46.445220700660499 5.8105316200554302 0.41042953405338839 50.76505141373223 74.78978070109126 38.217948399965721 39.449924859160099 1.0476078898882444 -0.0014331493284469748 -0.042522643109656921 -18.993065081542447 -0.0036471419962022249 -0.0031862130494574046 4.1161896666337494 8.425741474517972 9.4631927560704714 1.0665395619983857 21.150357948628422 0.63284313725490204 1.0421819805158006 62.829572674520968 -0.055740614263523391 -0.17313901507429583 69.713030329679484 0.38864087301587308 0.49050370594126474 -1.0000000180025095e-35 39.449924859160099 0.77005004133511934 -0.0026329487934319347 2.0320099457237535\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 -1 3 7 -5 -6 -7 -2 11 -10 -11 13 -13 20 15 16 -15 18 -16 -17 -4 -22 23 -19 -25 -24 -27 30 -29 -30 -14\nright_child=2 -3 8 4 5 6 -8 -9 9 10 -12 12 27 14 17 19 -18 22 -20 -21 21 -23 25 24 -26 26 -28 28 29 -31 -32\nleaf_value=-0.0049729796040139142 0.0085348850238055086 0.00093679405576065024 -0.0012848413628480826 0.0050928912735537417 0.0017274572820652693 -0.0013904690264885744 -0.011012937921585451 0.0025947422792772464 -0.0066029869434864469 -0.0054080837697948426 -0.00021644120285888916 0.0059205752123399191 -0.0035491030802006765 -0.0047659346592551907 9.1794371460761343e-05 -0.013027932870001318 0.0054243697356777055 -0.0035735432787313867 0.00927918497348648 -0.0022953881163164424 -0.00056009050118353257 0.0094240041258482309 -9.6317310159059724e-05 0.0032899600106272632 -0.00061582397876588826 0.00061319847475393898 -0.0060095098834014905 -0.0017742944527835963 -0.0014039982977124808 0.0028419623002752087 0.0018792075978834148\nleaf_weight=13.000000000000002 26 9.9999999999999982 22 19 12.999999999999998 32 21 35 27 15.999999999999998 836 38 55 17 28 22 20 26 20 21 10.000000000000002 18 4172 168 69 30 34 75 40 221 26\nleaf_count=13 26 10 22 19 13 32 21 35 27 16 836 38 55 17 28 22 20 26 20 21 10 18 4172 168 69 30 34 75 40 221 26\ninternal_value=0 -0.00289826 8.56894e-07 0.00135669 -0.00223553 -0.00473775 -0.00634604 0.0059721 -3.42733e-05 -0.000638954 -0.000375545 7.03366e-05 0.00119704 -4.15949e-05 -8.76667e-05 -0.00504444 0.000724486 1.04212e-05 0.00485972 -0.00920851 0.00352592 0.00664922 -5.19792e-05 0.00149566 0.00217394 -0.000151364 -0.00324176 0.000638028 0.00125861 0.00216344 -0.00179165\ninternal_weight=0 23 6157 146 85 66 53 61 6011 879 852 5132 455 4677 4627 80 37 4547 48 43 50 28 4499 263 237 4236 64 417 336 261 81\ninternal_count=6180 23 6157 146 85 66 53 61 6011 879 852 5132 455 4677 4627 80 37 4547 48 43 50 28 4499 263 237 4236 64 417 336 261 81\nis_linear=0\nshrinkage=0.01\n\n\nTree=713\nnum_leaves=32\nnum_cat=0\nsplit_feature=48 232 63 64 54 52 69 243 232 232 20 147 162 224 62 74 233 239 26 242 27 60 163 63 225 231 85 0 223 69 59\nsplit_gain=2.79093 7.79324 8.55188 7.77331 7.46391 6.53404 7.84483 5.38166 5.2045 9.37602 25.3132 7.63213 6.38476 8.17829 5.10223 6.00813 5.5282 5.46108 13.9449 7.2614 7.09268 6.08819 5.88612 5.65025 5.90221 5.15702 7.93275 9.26759 15.6361 15.0224 13.4165\nthreshold=-2.2681714374942983 59.875678543069718 -0.0024195730130813745 -0.038398603246514319 -0.039270711756395536 -0.0031547445681294095 -0.09618950806353764 13.514331818261436 12.208168994811833 59.875678543069718 -13.522435897435898 0.30111666018133837 38.024272827114537 0.03526736111111111 0.22614770689689756 -0.040459074363209231 48.597025441250928 39.602454348709514 -2.0823614343124763 65.19010727151263 5.4470616360467865 3.4135603376684847 18.982240825463741 0.0082438735885034132 0.020215419501133789 54.554608939707471 1.5297210440956766 1.0500000000000003 0.036525573192239862 -0.032268357799140807 53.018719460118859\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 -1 4 -3 6 -5 -2 11 10 -10 12 13 -9 15 -7 -17 18 -16 22 21 23 -19 25 -25 26 27 28 -21 -30 -29\nright_child=7 3 -4 5 -6 14 -8 8 9 -11 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12.000000000000002 23 70 31 9.9999999999999982 50 25 35 83 74 28 250 37 291 25 22 89\nleaf_count=16 16 17 10 10 42 39 33 70 47 4634 10 15 50 16 12 23 70 31 10 50 25 35 83 74 28 250 37 291 25 22 89\ninternal_value=0 -0.000420267 -0.00501219 -0.000290472 -0.00355729 -0.000107381 0.00333013 9.63213e-05 7.18074e-05 1.11087e-05 -0.00370308 0.00183967 0.00262437 0.00413431 -0.000257808 -0.00203808 -0.000489122 -1.95837e-05 -0.00408896 0.000104622 -0.00019764 -0.000365317 0.00237777 -0.000545826 -0.00264445 -0.000235097 0.000339501 -4.57658e-05 0.00256221 0.00616523 -0.000760115\ninternal_weight=0 1322 26 1296 59 1237 43 4858 4842 4691 57 151 136 86 1194 132 93 1062 22 1040 926 901 114 866 102 764 514 477 97 47 380\ninternal_count=6180 1322 26 1296 59 1237 43 4858 4842 4691 57 151 136 86 1194 132 93 1062 22 1040 926 901 114 866 102 764 514 477 97 47 380\nis_linear=0\nshrinkage=0.01\n\n\nTree=714\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 150 132 77 9 233 76 233 76 22 178 99 52 1 61 0 242 131 234 12 51 185 231 19 231 90 239 0 84 41 242\nsplit_gain=2.75465 3.11082 6.12449 4.98494 3.48553 4.85255 3.91308 4.91181 3.38857 5.288 3.08125 8.97418 6.48726 4.75614 4.01445 8.90552 13.1034 10.2211 9.40424 13.1108 8.64914 6.97289 6.29728 6.26092 6.0957 6.40844 6.09567 23.3908 6.36898 4.5073 4.42609\nthreshold=1.0000000180025095e-35 0.72570799914827189 1.1135067197707749 1.5360830105985643 1.0000000180025095e-35 36.293171508032565 2.0848903836365276 48.597025441250928 2.005944986173668 -62.462477693246917 23.822071923254743 2.4333549266198502 -0.0011049006043287546 7.5200000000000005 -0.063716870906517162 2.7500000000000004 55.352755484902865 -0.082743055555555375 1.0000000180025095e-35 3.903967560217561 -0.019012855031825249 -0.15079262487069892 39.93083279352026 30.470205111971492 70.266857642924421 0.60621751465138685 26.870071741751229 3.7500000000000004 1.2052171051528298 0.024890277777777643 55.352755484902865\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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34\ninternal_count=6180 6167 64 30 6103 62 6041 52 5989 23 5966 165 67 5801 5786 391 103 93 288 123 110 165 146 72 132 84 5395 36 22 48 34\nis_linear=0\nshrinkage=0.01\n\n\nTree=715\nnum_leaves=32\nnum_cat=0\nsplit_feature=237 22 131 152 176 232 232 20 28 79 105 24 90 0 131 164 139 3 147 0 39 149 95 234 2 231 236 153 61 69 84\nsplit_gain=2.68991 3.01721 2.91971 4.55483 3.6011 3.5208 8.75984 24.6905 7.77177 8.76274 6.10914 4.09085 3.88013 3.61726 3.49297 7.27071 6.66579 3.92307 7.5458 8.737 18.3328 6.61144 14.3237 15.8156 12.5615 6.56903 6.478 5.0781 12.8904 17.5909 7.52996\nthreshold=46.445220700660499 5.8105316200554302 0.6639175046662702 4.879594903007848 35.618364109007381 12.208168994811833 59.875678543069718 -13.522435897435898 -16.56127017007692 1.106090698444224 1.0000000180025095e-35 0.77169421487603296 0.86657099140268312 2.7500000000000004 -2.0966485925645966 12.142387175295493 25.11433909674982 1.0000000180025095e-35 0.2771631250415702 2.7500000000000004 0.069813425605537605 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27 10 2434 13 22\ninternal_value=0 -0.00110614 2.5109e-05 -0.00042151 0.000497961 9.37513e-06 0.000851018 0.000523794 -4.36039e-05 -0.00328142 0.00340221 0.00468105 -6.70712e-05 -0.00034486 -0.000387844 -0.000289344 -0.00458285 -0.000230289 -0.00324501 -0.000304091 -0.00349442 0.000235688 0.000185203 0.000120482 2.90463e-05 0.00261017 0.000672985 9.51045e-05 5.28914e-05 -0.00389764 -0.000230599\ninternal_weight=0 206 5974 196 139 5962 488 469 400 57 69 56 5474 2854 2840 2756 27 2729 84 2686 50 2620 2601 2562 2481 81 67 2467 2457 23 2636\ninternal_count=6180 206 5974 196 139 5962 488 469 400 57 69 56 5474 2854 2840 2756 27 2729 84 2686 50 2620 2601 2562 2481 81 67 2467 2457 23 2636\nis_linear=0\nshrinkage=0.01\n\n\nTree=718\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 150 85 132 85 71 146 99 2 79 168 234 112 80 2 18 89 31 17 19 131 98 90 90 0 39 75 35 0 87 45\nsplit_gain=2.67052 2.9197 5.78317 3.36404 3.31363 4.06337 3.69925 3.40202 4.82556 4.53241 5.18712 4.44029 18.4689 18.2207 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350\nis_linear=0\nshrinkage=0.01\n\n\nTree=725\nnum_leaves=32\nnum_cat=0\nsplit_feature=131 49 143 31 136 158 93 15 21 60 0 149 55 162 236 242 0 31 84 0 146 143 94 242 46 242 29 37 147 178 76\nsplit_gain=2.61117 4.72923 3.66012 5.03007 4.88783 4.45114 3.9554 3.66564 3.6125 3.55573 12.6581 10.0267 3.30307 7.45565 7.72916 5.59776 5.03028 4.32312 4.05506 11.7766 10.9624 7.45726 7.14098 4.00352 14.264 9.12872 8.4405 7.52223 4.94757 4.15489 6.82153\nthreshold=-1.9642600990339869 0.1901196832268183 0.4788059701492538 6.4375000000000009 -1.3693518518518513 19.753086429611127 1.6722453710872347 170.23830271634264 -23.833440453686197 6.8233999336348115 1.3500000000000003 0.11600122100122091 0.39845493194084808 23.092272233405357 51.965606105669593 69.713030329679484 1.0500000000000003 5.7575510204081617 2.0473585727831565 3.7500000000000004 0.47597819391442825 0.042973947755445073 -0.49296809601782682 30.577161886029867 -0.13730001360118324 44.80746791527568 -10.911394032921807 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28 5913 164 104 89 73 60 5749 128 103 25 62 5621 60 5561 72 33 34 5489 385\ninternal_count=6180 72 6108 46 6062 5976 86 66 29 5953 40 28 5913 164 104 89 73 60 5749 128 103 25 62 5621 60 5561 72 33 34 5489 385\nis_linear=0\nshrinkage=0.01\n\n\nTree=726\nnum_leaves=32\nnum_cat=0\nsplit_feature=31 242 37 212 242 144 236 53 90 176 26 29 236 69 129 233 131 70 230 233 233 114 0 24 132 64 227 84 67 79 233\nsplit_gain=2.60444 7.9678 13.5069 9.28559 7.79709 7.66951 12.8432 12.774 10.9114 9.92242 8.67839 8.73993 10.1964 19.7004 10.8215 16.152 9.15286 9.10109 8.38615 7.58883 20.0643 26.5149 18.6067 18.6209 16.4488 16.3436 14.92 10.271 9.99767 9.91966 13.8962\nthreshold=5.7575510204081617 30.577161886029867 58.332715543611364 1.0000000180025095e-35 44.80746791527568 0.64528508771929838 38.217948399965721 0.0012334933973589452 0.730829023609881 10.711682920888848 1.2530276816608998 -19.611880578639578 46.00802260721305 -1.4717184050437349e-05 -0.14441009724469364 48.597025441250928 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0.00632834 -0.000342908 0.00925152 0.00112831 -0.000775105 -0.00116762\ninternal_weight=0 4286 51 4235 1894 1860 1662 121 94 198 1541 1378 1211 74 1137 88 1049 167 43 4212 3692 127 520 472 72 48 432 35 55 417 397\ninternal_count=6180 4286 51 4235 1894 1860 1662 121 94 198 1541 1378 1211 74 1137 88 1049 167 43 4212 3692 127 520 472 72 48 432 35 55 417 397\nis_linear=0\nshrinkage=0.01\n\n\nTree=727\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 233 234 223 96 233 59 96 89 146 67 177 189 69 91 163 186 232 15 59 31 75 97 231 165 5 71 0 163 0 176\nsplit_gain=2.62582 3.6751 6.48906 4.65838 2.81712 10.1478 7.03828 5.19541 4.41039 4.05745 14.153 9.16157 11.6222 8.71446 6.76541 5.51734 4.82892 19.1524 6.06224 9.17968 4.78423 4.2429 4.2056 4.56487 30.4643 22.4136 9.04975 4.03921 4.88113 4.82041 3.99985\nthreshold=0.0058100000000000001 48.597025441250928 1.0000000180025095e-35 0.045709706959706962 0.99385392170740461 48.597025441250928 52.267011914828707 1.7517369509612906 0.98001107794847253 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24\nis_linear=0\nshrinkage=0.01\n\n\nTree=731\nnum_leaves=32\nnum_cat=0\nsplit_feature=0 158 71 60 75 160 57 231 75 168 0 236 234 37 5 46 74 35 234 47 236 153 59 97 91 0 76 231 45 233 18\nsplit_gain=2.54917 6.95497 5.86774 2.97091 2.84766 2.84532 9.84675 10.9313 8.46848 7.15988 6.07841 10.6057 10.6965 10.7747 11.557 9.97535 7.76259 6.84579 6.74889 6.42464 8.81252 6.22673 7.6939 6.99397 5.19488 5.10371 5.73087 5.02015 8.54826 4.79363 7.52992\nthreshold=4.2500000000000009 4.7019488997986372 0.60602929386150517 -1.0000000180025095e-35 0.93154653556538902 4.8328907280461975 -7.3788986617359358 39.93083279352026 1.2858709518638263 11.787168065786878 3.7500000000000004 46.00802260721305 1.0000000180025095e-35 -351.67086421055086 5.3001171525866857 -14.981157034236844 0.037162835047564319 505.5942414147284 12.208168994811833 0.56594893074530395 38.217948399965721 0.77485616503620469 49.475413227237325 11.764464886091453 1.1212025740010338 1.3500000000000003 1.2333026824444573 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181 92 145 89 316 112 99 74 305 273 32 24 48 37 5371 53 221 116\ninternal_count=6180 53 6127 43 32 6102 718 694 35 5384 659 514 497 181 92 145 89 316 112 99 74 305 273 32 24 48 37 5371 53 221 116\nis_linear=0\nshrinkage=0.01\n\n\nTree=732\nnum_leaves=32\nnum_cat=0\nsplit_feature=131 49 131 147 94 0 102 17 236 183 44 149 0 75 131 234 154 233 52 95 139 234 11 84 178 90 0 154 231 242 153\nsplit_gain=2.56756 4.63644 3.59702 5.04041 10.6851 10.8187 8.46252 7.94576 6.75076 16.8683 12.4355 4.98357 4.54481 11.1629 7.86184 6.80541 4.13748 4.05862 7.12541 5.75455 4.00277 3.98641 3.9575 3.81736 3.7459 8.22501 7.59624 8.60858 10.3078 4.99124 4.92613\nthreshold=-1.9642600990339869 0.1901196832268183 -0.54839865730242676 0.21774903005143262 -0.36543302110815618 1.0500000000000003 0.18268209582871567 0.090900562373605595 46.00802260721305 4.817542517006804 -4.3252429957277032 0.12882152861144461 2.7500000000000004 0.83733995626661895 -1.1537962962962958 1.0000000180025095e-35 0.89859183722694103 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70 233 35 93 132 236 89 52 224\nsplit_gain=2.5056 7.76283 7.69553 13.2069 8.84326 7.26194 19.5671 25.67 18.2649 16.4004 15.7169 15.4476 10.6623 12.0931 9.70082 9.21838 19.9194 17.4125 9.51271 8.90014 8.7296 18.0181 11.0583 7.87462 17.0357 9.77776 8.32132 8.80843 27.0969 18.9255 20.3201\nthreshold=5.7575510204081617 44.80746791527568 30.577161886029867 58.332715543611364 1.0000000180025095e-35 36.293171508032565 39.449924859160099 1.0000000180025095e-35 -16.729176758938859 24.147054478003209 1.2525723952688839 2.3650000000000007 2.3312413437771289 0.32073887256788663 -0.18860596139374489 -25.677834026666563 1.0000000180025095e-35 2.9306202969849902 43.042927638947042 0.19559832834584975 21.150357948628422 0.0063301282051282061 0.21440929312901633 48.597025441250928 183.77221062375006 1.0171353565615679 1.4312033887629132 28.697223293649227 0.71413219148899143 0.010241560562022071 0.020361990950226248\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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113\nis_linear=0\nshrinkage=0.01\n\n\nTree=737\nnum_leaves=32\nnum_cat=0\nsplit_feature=241 69 236 83 236 54 50 68 56 33 44 61 143 0 224 84 49 30 234 84 52 28 100 21 31 0 239 69 224 237 233\nsplit_gain=2.47705 2.61611 9.84944 19.7815 12.4652 17.8463 12.1024 9.37948 10.6342 13.1456 6.63836 5.72077 7.71114 5.98734 7.29106 5.35035 5.33249 5.01904 7.0524 12.4886 12.0735 14.1877 7.7846 5.05359 4.57621 4.42252 13.5223 4.16026 3.96088 3.84579 3.83663\nthreshold=30.898135100226654 -0.20586057931540663 51.965606105669593 1.1510585662674588 38.217948399965721 0.033856175005879736 0.028168075634756682 -0.094074773016906074 66.975950880640042 -150.65535002776269 19.553584425326481 -0.060196066348678905 0.23010571946742159 3.7500000000000004 0.030280483405483404 2.1417898687062364 -1.0000000180025095e-35 1.5128155837498414 1.0000000180025095e-35 1.0194088490899327 0.0073121553596026253 -4.2352972064692258 13.638082754383584 -92.946799648169034 -1.0000000180025095e-35 3.7500000000000004 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72\nis_linear=0\nshrinkage=0.01\n\n\nTree=743\nnum_leaves=32\nnum_cat=0\nsplit_feature=66 171 90 88 146 231 0 234 64 44 65 0 62 21 231 231 172 189 236 97 13 103 40 231 100 176 146 68 236 5 57\nsplit_gain=2.46173 8.46583 5.46413 4.56546 12.8741 13.3901 10.0277 14.1559 11.8723 12.8655 11.7884 12.8311 11.3403 10.187 8.75796 8.38086 9.351 7.26645 5.7267 5.58547 7.76224 4.83542 4.69838 4.53565 4.98532 4.36312 4.35553 4.32534 7.52739 14.0982 12.2815\nthreshold=0.058384603013459234 9.6104338878226674 1.0872888582039886 0.8708708929935346 0.48772290219795122 1.0000000180025095e-35 1.0500000000000003 12.208168994811833 -0.00053146008149155492 15.824079241653385 -0.070241151595728787 2.7500000000000004 0.23687074515516351 21.886476996027181 50.76505141373223 1.0000000180025095e-35 8.5190277342281 0.28140978631646124 51.965606105669593 11.901689134766441 0.7800117286619167 0.30971175999714723 -5.8754506858710593 86.043551706228044 13.640338471268718 5.4218904306486611 0.47537151381792903 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91 68 5806 61 5745 51 32 5720 51 5669 5644 737 404 67 333 218 138 53 4907 35 80 4883 151\ninternal_count=6180 78 6102 296 275 184 93 91 91 68 5806 61 5745 51 32 5720 51 5669 5644 737 404 67 333 218 138 53 4907 35 80 4883 151\nis_linear=0\nshrinkage=0.01\n\n\nTree=745\nnum_leaves=32\nnum_cat=0\nsplit_feature=131 60 131 147 94 0 25 231 236 33 16 230 17 149 0 75 131 234 232 184 232 139 78 76 15 153 61 150 71 0 21\nsplit_gain=2.40756 4.46 3.25901 4.73841 9.83959 9.28325 8.06689 12.6822 9.07297 8.5124 7.61146 7.57021 7.55207 4.573 3.9221 10.5147 7.20819 6.37178 3.84756 19.8544 21.2288 8.69519 10.4986 6.86655 8.40752 5.09377 10.1137 12.9979 6.30343 5.73223 12.8288\nthreshold=-1.9642600990339869 4.2627200188035603 -0.54839865730242676 0.21774903005143262 -0.36543302110815618 1.0500000000000003 1.1878306878306881 54.554608939707471 46.00802260721305 -546.2298301246708 0.025421199398596921 0.41428571428571431 0.090900562373605595 0.12882152861144461 2.7500000000000004 0.83733995626661895 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0.00256018 -6.87926e-05 -0.00114423 -0.00336808 2.23528e-05 -2.32065e-05 -0.00258736\ninternal_weight=0 72 6108 691 320 286 233 49 184 157 27 31 53 34 371 94 277 26 5417 164 147 5253 69 128 108 5184 396 126 4788 270 57\ninternal_count=6180 72 6108 691 320 286 233 49 184 157 27 31 53 34 371 94 277 26 5417 164 147 5253 69 128 108 5184 396 126 4788 270 57\nis_linear=0\nshrinkage=0.01\n\n\nTree=746\nnum_leaves=32\nnum_cat=0\nsplit_feature=66 171 90 88 146 231 0 234 64 44 65 0 62 21 231 231 72 236 97 13 103 40 232 100 176 38 38 184 0 47 144\nsplit_gain=2.4155 8.19285 5.27858 4.44095 12.2464 13.0752 9.28118 12.7207 11.017 11.8383 11.0778 11.9766 10.415 9.73475 8.43675 8.14122 9.18376 5.50897 5.35504 7.34713 4.66126 4.52359 4.39204 4.79252 4.17992 4.07448 8.49446 8.13612 7.46394 12.3598 12.1593\nthreshold=0.058384603013459234 9.6104338878226674 1.0872888582039886 0.8708708929935346 0.48772290219795122 1.0000000180025095e-35 1.0500000000000003 12.208168994811833 -0.00053146008149155492 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1.0000000180025095e-35 0.32290313740992577 0.61188739588895291 0.022632462508813043 -2.2681714374942983 59.875678543069718 0.7425848765432107 10.423240655672116 39.93083279352026 0.65504807692307698 -0.038398603246514319 -0.0031547445681294095 55.352755484902865 2.7500000000000004 -0.22799089423076926 0.9775975058223435 1.0665395619983857 0.16548423227054249 -0.10654318015228952 -0.0016360232732732698 3.7976851613334759 1.0000000180025095e-35 -0.2346771154647434 1.1443290513789661 -0.022479382996323526 -3.2017740181327148 48.597025441250928 -0.98772241446449627 2.4937354536722101\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 4 -3 -1 -6 7 8 -2 12 11 -11 22 -14 15 17 18 19 -17 -8 -18 -19 -9 24 -16 26 27 -26 29 -29 -27\nright_child=6 3 -4 -5 5 -7 14 9 -10 10 -12 -13 13 -15 23 16 20 21 -20 -21 -22 -23 -24 -25 25 30 -28 28 -30 -31 -32\nleaf_value=-0.0021598392847407923 -0.0087639228565319621 0.0011952526769015283 -0.0080519363400293007 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28 25 13 22 28 1016 2397 97 452 40 15\ninternal_value=0 0.00121922 -0.00166105 0.00345909 0.000834344 0.00284568 -3.899e-05 -0.000476007 -0.0049021 -0.000344201 0.000230176 0.00584339 -0.00128974 -0.000851479 7.72214e-05 -0.00171785 -0.00523807 0.00105928 -0.0099962 -0.00325272 -0.000479189 0.00340161 -0.00525913 0.000154403 0.000123569 -1.29072e-05 0.000244842 -0.000706482 -0.000341667 0.00178319 -0.000761518\ninternal_weight=0 146 65 81 53 32 6034 1261 26 1235 773 27 462 427 4773 188 79 109 34 37 45 72 35 4585 4563 4045 3014 617 589 137 1031\ninternal_count=6180 146 65 81 53 32 6034 1261 26 1235 773 27 462 427 4773 188 79 109 34 37 45 72 35 4585 4563 4045 3014 617 589 137 1031\nis_linear=0\nshrinkage=0.01\n\n\nTree=748\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 151 85 85 233 42 63 233 186 233 67 45 174 11 177 73 236 48 88 231 96 75 234 163 236 44 144 51 52 85 222\nsplit_gain=2.41893 2.60755 5.18223 3.20371 3.51006 20.8486 15.6656 15.0746 20.2384 14.5361 11.4575 7.71464 7.46302 5.28245 7.53313 4.32483 29.6035 18.5173 9.40562 11.9011 9.62617 13.0158 9.26636 9.22391 7.72646 31.4551 27.1222 15.7023 17.3525 15.6206 12.8984\nthreshold=1.0000000180025095e-35 0.011707999148271806 1.1359161192638549 0.62105359514767844 12.526264682419171 -0.12473485000000227 0.012952689716819827 4.1161896666337494 1.7240895690902802 21.150357948628422 -0.11347050521308985 -9.4710313110445785 5.4715979358617908 2.7790502490794897 13.861327226193831 -0.36817529496198287 51.965606105669593 1.1506169297374667 1.0859241322018149 50.76505141373223 0.97241728747248002 1.0590975171409118 12.208168994811833 12.058503625773115 28.697223293649227 -8.9946527977817627 0.61410984848484862 -0.0060893502576284996 0.011601794055867682 1.198298753085379 0.042469135802469138\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 3 -3 -1 5 7 13 11 -9 10 -6 -5 -8 -7 -15 16 17 23 19 20 -18 -22 -23 -11 25 30 29 28 -28 -27 -17\nright_child=-2 2 -4 4 9 6 12 8 -10 15 -12 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147\nsplit_gain=2.42688 6.50745 5.06116 31.6713 21.0797 14.3577 10.9596 3.75248 4.25912 4.2669 3.52433 9.97138 9.94509 4.3296 4.04659 4.60537 6.22687 3.86605 5.80103 9.7215 8.24125 7.97162 11.8623 10.978 9.5828 8.80734 9.42593 12.2404 7.28911 6.94337 5.76441\nthreshold=0.5783908460888546 44.80746791527568 20.06391648001469 5.4658455935065211 1.1284054350609709 3.6901884542810253 0.16535497177594441 -5.8754506858710593 0.70135210868931253 1.0500000000000003 0.53210145155318533 3.7500000000000004 10.552053819487453 0.45561974430516838 0.9113210442474009 4.2500000000000009 -5.3374227718914078 1.100455662791455 610000.00000000012 168.14628399913406 0.12428823840098784 0.02819246385422856 1.3500000000000003 23.932911387922164 1.2027395701636221 0.8790284257351838 159.98081642603162 51.965606105669593 -0.10226694555938727 74.789780701091274 0.030687085525970496\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 -2 3 4 5 -1 -5 8 -4 -10 14 12 -12 -13 -9 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18 54 12 24 22 163 14 20 37 14 17 15 22 28 10 16 24 17 22 18 279 16 4920 60 20 11 96 26 59 17\ninternal_value=0 -0.000621661 -0.00371938 -7.26546e-05 -0.00332067 0.00027012 0.00117104 -0.000901987 0.000152912 6.37222e-05 0.000957239 -0.00326543 4.28463e-05 -0.00138601 0.000761681 0.00202145 0.000994886 0.00366081 4.81622e-05 0.00101348 0.00155774 0.000789308 0.006148 -1.78367e-05 -5.49271e-05 0.00108887 -0.00217204 0.00259701 0.000453736 -0.00379201 0.00239131\ninternal_weight=0 536 72 464 36 428 242 186 216 172 135 37 121 72 50 49 179 34 5644 352 335 297 38 5292 5209 289 90 199 103 70 77\ninternal_count=6180 536 72 464 36 428 242 186 216 172 135 37 121 72 50 49 179 34 5644 352 335 297 38 5292 5209 289 90 199 103 70 77\nis_linear=0\nshrinkage=0.01\n\n\nTree=761\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 94 143 132 0 236 0 17 224 96 53 39 15 242 31 242 226 56 103 0 33 32 76 86 14 86 1 0 78 239 183\nsplit_gain=2.25228 2.39497 5.01495 13.413 16.0622 7.06884 6.78808 6.66608 7.01842 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58 719 40 21 45 36 21 17 4353 19\nleaf_count=37 13 12 10 11 14 27 39 15 43 202 20 155 21 44 25 32 23 19 34 23 32 58 719 40 21 45 36 21 17 4353 19\ninternal_value=0 7.72336e-07 -7.4994e-05 -0.00110189 -0.00514958 -0.000333876 -1.03638e-05 -0.000527253 -0.000908177 -0.00153472 1.56134e-05 0.00159695 0.00403322 -6.67494e-05 0.00196755 0.000427132 -0.00252839 0.00292502 -0.00768387 0.000352158 -0.004423 0.000511688 0.000275121 -0.000123579 -0.00215359 -7.421e-05 0.00302028 -9.50521e-05 -0.00197106 -0.000137666 -0.00282573\ninternal_weight=0 6167 5378 427 59 368 358 319 304 261 4951 236 81 4715 119 94 43 51 45 44 59 789 731 4596 99 4497 81 78 57 4416 63\ninternal_count=6180 6167 5378 427 59 368 358 319 304 261 4951 236 81 4715 119 94 43 51 45 44 59 789 731 4596 99 4497 81 78 57 4416 63\nis_linear=0\nshrinkage=0.01\n\n\nTree=762\nnum_leaves=32\nnum_cat=0\nsplit_feature=27 233 184 0 225 231 51 46 13 176 17 236 58 31 97 112 230 234 14 183 233 236 59 33 97 148 33 100 20 236 1\nsplit_gain=2.23247 8.7548 6.03426 6.22638 4.97327 4.94368 8.14041 4.73395 3.71446 3.14801 3.34689 14.4558 53.2404 18.1031 16.9868 15.8764 10.102 9.10611 14.1444 8.50879 8.16102 7.01846 22.3135 21.2786 19.1828 18.0096 16.9154 14.2664 13.2369 11.0467 10.6339\nthreshold=-9.2412553224593132 36.293171508032565 2.8672937137818097 3.7500000000000004 0.021363378684807251 50.76505141373223 -0.0060893502576284996 -4.4073579642930358 1.6065415549695143 38.473030834351043 0.045612003978901312 46.00802260721305 -4.6892741142507335 -93.604854143155151 11.697224795422684 1.0000000180025095e-35 0.46410256410256417 33.573858415404658 160.84301195390813 16.278097954459565 17.844779279071584 46.00802260721305 54.046094910793151 -824.8235472011047 11.899616384611475 0.025066137566137583 -657.4726911783149 13.651772485203045 -15.945844528336115 38.217948399965721 2.5250000000000004\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 8 3 5 -5 7 -7 -3 -1 10 21 12 13 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9.9999999999999982 24 28 20 27 51 71 296 114 137 9.9999999999999982 67 4300 58 28 36 130 224 164 27 34 26\nleaf_count=15 81 60 22 22 26 18 15 25 14 10 24 28 20 27 51 71 296 114 137 10 67 4300 58 28 36 130 224 164 27 34 26\ninternal_value=0 0.000962186 6.42794e-05 -0.000665106 -0.00335649 0.000606387 0.00338542 -0.00071532 0.00527407 -4.81847e-05 -3.48193e-05 -0.000613922 -0.00365708 0.00373829 -0.00877495 -5.75286e-05 0.00138355 -0.00154035 -0.00318823 -2.89946e-05 -0.00242505 6.19922e-05 0.000911092 0.00172054 -0.00239661 0.00240288 0.0034681 0.00275914 -0.00426444 -0.00716444 -0.000475495\ninternal_weight=0 217 188 166 48 118 33 85 29 5963 5953 845 122 51 71 723 367 356 165 191 77 5108 808 653 155 572 416 388 119 61 156\ninternal_count=6180 217 188 166 48 118 33 85 29 5963 5953 845 122 51 71 723 367 356 165 191 77 5108 808 653 155 572 416 388 119 61 156\nis_linear=0\nshrinkage=0.01\n\n\nTree=763\nnum_leaves=32\nnum_cat=0\nsplit_feature=131 53 236 82 143 31 136 148 71 14 231 51 231 189 202 20 54 48 224 95 16 0 68 0 102 134 1 234 40 86 68\nsplit_gain=2.22717 5.23854 4.77331 4.26634 2.94497 4.46018 4.2956 4.05653 4.52356 3.98061 9.10457 8.26125 7.12023 7.26999 6.81355 5.70444 5.42137 5.06161 5.52692 4.8174 6.62901 4.63658 5.56992 4.59615 4.39724 4.37499 6.63956 4.4269 4.14009 3.9285 3.7254\nthreshold=-2.0535504149545938 -0.0016978675645342299 46.00802260721305 1.0089716775683906 0.4788059701492538 6.4375000000000009 -1.3693518518518513 0.048316498316498327 0.15223665223665225 168.39372585691919 1.0000000180025095e-35 -0.00092450103588688493 1.0000000180025095e-35 0.24668937315716666 1.0000000180025095e-35 9.6104847577911539 1.7537309829021452 3.0999786888894518 0.038103070175438604 2.7514538879500798 0.014655317772088292 4.2500000000000009 0.0021907170977325456 2.7500000000000004 0.27113845342346404 5.4563888888888892 1.675 1.0000000180025095e-35 -6.8077214914636226 0.82295808836256079 -0.052186356447992695\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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66 56 41 6114 46 6068 5982 238 5744 405 395 5339 50 378 360 5289 277 22 5261 102 5159 48 28 29 5111 38 21 5073 83 37\nis_linear=0\nshrinkage=0.01\n\n\nTree=764\nnum_leaves=32\nnum_cat=0\nsplit_feature=70 234 231 165 75 71 19 40 153 0 131 53 171 233 71 236 185 215 234 50 51 190 234 153 231 224 176 36 153 46 33\nsplit_gain=2.24563 6.13194 4.11048 28.0349 19.5261 9.95616 6.24167 3.441 3.85919 3.53108 3.03213 5.02505 3.27197 8.87542 5.80535 14.0616 11.2246 8.24855 5.58594 7.71615 5.39082 4.48198 9.3313 18.5052 16.4277 28.8015 17.7405 17.0729 14.3982 12.514 12.3574\nthreshold=0.5783908460888546 44.80746791527568 20.06391648001469 5.4658455935065211 0.87766741964643225 0.16535497177594441 -9.222045300971585 -5.8754506858710593 0.70135210868931253 1.0500000000000003 -2.0966485925645966 -0.042452176867192791 10.48172810349587 12.526264682419171 0.094481656543887196 19.61427087226987 0.56885181090087311 1.0000000180025095e-35 44.80746791527568 0.021153812773723042 -0.028550375357609615 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10 62 10 30 30 15 39 167 34 12 72 29 12 11 26 13 33 3485 22 10 152 749 45 27 37 160\ninternal_value=0 -3.8262e-07 -7.54561e-05 -0.001121 -0.00674271 -0.000738632 -0.00035244 -0.00512047 6.27595e-05 0.00085917 -0.00222301 -0.00345975 -0.000188252 1.10902e-05 0.00129432 0.00309605 -6.88797e-05 0.00279819 -0.00341396 -0.000110077 -0.00322511 -0.00756125 -4.49538e-05 0.00460883 0.00238866 -0.000115825 -0.000104663 -0.000739443 -0.000513777 -0.00215378 -0.00346378\ninternal_weight=0 6167 5378 402 39 20 363 20 343 259 84 69 197 4976 283 119 4693 57 23 4636 85 46 4551 48 39 164 4503 1018 973 224 187\ninternal_count=6180 6167 5378 402 39 20 363 20 343 259 84 69 197 4976 283 119 4693 57 23 4636 85 46 4551 48 39 164 4503 1018 973 224 187\nis_linear=0\nshrinkage=0.01\n\n\nTree=767\nnum_leaves=32\nnum_cat=0\nsplit_feature=27 233 93 0 231 84 33 13 236 18 233 77 233 63 21 78 72 40 31 233 233 73 2 69 233 33 68 233 132 131 231\nsplit_gain=2.21722 8.50604 5.83207 6.47826 8.4708 8.03341 4.9715 3.4878 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107\nis_linear=0\nshrinkage=0.01\n\n\nTree=768\nnum_leaves=32\nnum_cat=0\nsplit_feature=147 234 65 237 96 242 242 242 109 189 31 52 27 233 153 0 71 5 233 60 11 233 67 76 28 78 73 236 48 163 96\nsplit_gain=2.18552 7.55177 5.46677 5.33125 3.13767 2.57394 14.6213 10.2491 9.98266 4.35758 2.93358 3.07679 2.88511 9.99308 5.99169 3.96562 6.61472 6.0023 3.65089 15.7507 19.7507 11.8555 9.69532 9.31437 8.83025 6.7633 5.23003 25.7858 22.1174 10.6752 9.43344\nthreshold=0.32495595500371388 12.208168994811833 -0.028529812996641053 69.713030329679484 0.9113210442474009 30.577161886029867 1.0000000180025095e-35 44.80746791527568 0.32290313740992577 0.61188739588895291 -198.31794072691699 -0.0012848249382818747 -9.2412553224593132 36.293171508032565 0.73136216672303445 4.2500000000000009 0.60602929386150517 4.9643936690234893 12.526264682419171 3.0749545823582616 2.7790502490794897 21.150357948628422 -0.11347050521308985 1.7805407568810014 -0.48218782160046719 1.0784559939680951 -0.36817529496198287 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63 5941 80 52 66 50 5861 209 182 5652 5603 49 5580 161 135 5419 44 81 71 54 5375 618 100 55 518\nis_linear=0\nshrinkage=0.01\n\n\nTree=769\nnum_leaves=32\nnum_cat=0\nsplit_feature=25 28 170 157 231 165 152 71 100 135 18 40 231 39 90 95 111 86 68 2 187 102 147 58 86 176 21 144 243 68 40\nsplit_gain=2.17909 5.08815 3.10587 5.09393 2.85503 34.685 21.9726 12.684 5.82774 4.16089 6.28463 3.24499 3.96427 3.62602 3.46104 6.45389 8.29469 6.34779 11.0416 9.62245 13.5498 6.55241 5.28679 4.64462 4.4859 7.28709 7.70052 6.33923 5.67185 5.66369 5.2499\nthreshold=-16.388038548752832 -3.2162868855620879 32.827790652763667 19.607079081343997 20.06391648001469 5.4658455935065211 3.6758758888046157 0.16535497177594441 13.623232341477602 6.05524612622827 -0.4097052881381073 -6.8077214914636226 54.554608939707471 -1.0433067100591702 1.100455662791455 1.8953020064776867 1.0000000180025095e-35 0.91707972212310096 0.20114744001025572 929000.00000000012 3.6948482528363185 0.27621007432509054 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0.000971718 0.00151231 0.000763625 0.00126736 0.00598569 -1.54784e-05 0.00201267 0.00216677 -5.15892e-05 -6.91588e-05 0.00261983 -9.55763e-05 -7.14102e-05\ninternal_weight=0 536 72 464 36 428 242 186 216 172 155 37 179 26 78 33 45 5644 352 335 297 267 38 5292 83 207 5209 5196 41 5155 5133\ninternal_count=6180 536 72 464 36 428 242 186 216 172 155 37 179 26 78 33 45 5644 352 335 297 267 38 5292 83 207 5209 5196 41 5155 5133\nis_linear=0\nshrinkage=0.01\n\n\nTree=771\nnum_leaves=32\nnum_cat=0\nsplit_feature=241 129 15 176 232 86 232 20 145 16 86 0 72 31 233 46 32 226 231 65 31 13 233 233 100 132 0 12 227 176 233\nsplit_gain=2.12713 2.13145 2.71071 2.35247 2.94731 9.61662 9.15326 24.3958 8.69082 5.50376 4.7121 5.3878 5.24377 3.3826 7.72657 9.47654 8.01914 10.2505 13.1301 8.62359 7.97408 13.7618 5.78709 21.1046 25.426 20.0794 17.7494 15.9054 11.6861 10.9398 23.5572\nthreshold=30.898135100226654 1.3480560279667415 167.0641064018246 35.618364109007381 12.208168994811833 0.83673598836923069 59.875678543069718 -13.522435897435898 0.75000000000000011 0.044373050750120872 0.98913092638187861 1.3500000000000003 -0.15133215401111119 14.514108269353029 33.740068943746643 -14.981157034236844 -109.50413259857318 0.015624999999999997 50.76505141373223 -0.093911360409680303 35.576262975778555 1.1755707406930991 36.293171508032565 39.449924859160099 14.543333598838945 1.2525723952688839 3.7500000000000004 2.6843162607051503 0.020203451751070797 5.7305984180273049 21.150357948628422\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 3 -3 4 5 8 7 -6 -2 -10 11 12 -7 22 15 -15 17 18 19 -16 21 -18 26 24 25 -24 28 -28 29 30 -8\nright_child=1 2 -4 -5 6 10 13 -9 9 -11 -12 -13 -14 14 16 -17 20 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 -32\nleaf_value=0.0030931489179693902 0.0065349168408438962 0.0037291096804146378 -0.0012976579388286906 -0.0032293656743069346 0.00016278683705157218 -8.9986936809348007e-05 0.0025323519421336627 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4.48533 14.6034 25.6016 15.6336 15.4943 14.6623\nthreshold=0.0058100000000000001 48.597025441250928 1.0000000180025095e-35 0.045709706959706962 0.99385392170740461 48.597025441250928 52.395961772816243 1.7517369509612906 1.0000000180025095e-35 0.49231459717028975 -0.0015336268679128548 11.66665763022046 0.0036473318152260852 1.0093318293226383 4.1161896666337494 2.4423990094981343 8.425741474517972 1.199357148075098 1.2910108498053976 21.150357948628422 0.022053686339400625 0.68777926785118659 0.018590856481481486 11.208439024832524 6.0364776707430172 3.842254545758522 46.00802260721305 5.376518624191517 3.5000000000000004 12.208168994811833 1.5000000000000002\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 -1 3 -3 8 7 -7 -6 9 11 -11 -2 13 -13 15 22 17 18 21 20 -18 -16 -14 -19 -17 26 27 30 -28 -29 -21\nright_child=4 2 -4 -5 5 6 -8 -9 -10 10 -12 12 14 -15 16 24 19 23 -20 25 -22 -23 -24 -25 -26 -27 28 29 -30 -31 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78\nis_linear=0\nshrinkage=0.01\n\n\nTree=774\nnum_leaves=32\nnum_cat=0\nsplit_feature=25 28 170 157 231 165 152 71 55 135 18 40 231 39 90 95 111 86 68 2 187 102 147 58 33 234 233 236 86 176 21\nsplit_gain=2.09696 4.80994 2.98284 4.93413 2.73842 33.5634 21.4513 12.2287 5.7922 4.01765 6.18773 3.17177 3.83373 3.51376 3.23522 6.04818 8.05516 6.12909 10.718 9.07835 12.8539 6.18745 5.00606 4.4866 4.40306 20.3187 6.59642 4.82928 4.29897 6.89488 7.27924\nthreshold=-16.388038548752832 -3.2162868855620879 32.827790652763667 18.602743619548949 20.06391648001469 5.4658455935065211 3.6758758888046157 0.16535497177594441 -0.086785719512937856 6.05524612622827 -0.4097052881381073 -6.8077214914636226 54.554608939707471 -1.0433067100591702 1.100455662791455 1.8953020064776867 1.0000000180025095e-35 0.91707972212310096 0.20114744001025572 929000.00000000012 3.6948482528363185 0.27621007432509054 0.030687085525970496 -0.57515621805941664 -743.37559388662351 1.0000000180025095e-35 48.597025441250928 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44 5122 394 100\ninternal_count=6180 44 6136 47 6089 109 51 58 27 5980 5963 5947 47 36 5900 752 618 600 171 105 88 45 5148 43 429 55 374 44 5122 394 100\nis_linear=0\nshrinkage=0.01\n\n\nTree=775\nnum_leaves=32\nnum_cat=0\nsplit_feature=176 232 86 232 20 145 16 86 0 72 31 242 233 14 18 229 233 233 100 90 0 84 227 176 233 233 42 227 38 36 183\nsplit_gain=2.07811 2.73206 9.44213 9.05562 23.8493 8.33752 5.36553 4.56299 5.07385 5.051 3.61758 7.45443 6.94324 9.59552 6.62761 7.09506 6.01537 19.7954 23.6811 20.2333 19.1026 12.7762 11.2315 10.8221 21.9121 16.7564 12.1774 11.8368 11.3478 9.18483 8.89069\nthreshold=38.473030834351043 12.208168994811833 0.83673598836923069 59.875678543069718 -13.522435897435898 0.75000000000000011 0.044373050750120872 0.98913092638187861 1.3500000000000003 -0.15133215401111119 14.514108269353029 44.80746791527568 12.526264682419171 167.0942948739773 0.073511573813949058 0.0068785498078427305 36.293171508032565 39.449924859160099 14.543333598838945 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3.57323 3.50242 3.37872 18.4296 27.4809 21.2524 18.174\nthreshold=-2.0966485925645966 12.142387175295493 0.4788059701492538 6.4375000000000009 -1.3693518518518513 0.048316498316498327 0.15223665223665225 168.39372585691919 1.0000000180025095e-35 -0.00092450103588688493 1.0000000180025095e-35 0.75000000000000011 1.0000000180025095e-35 1.7537309829021452 9.6104847577911539 2.8123630436823581 3.0999786888894518 0.038103070175438604 2.7500000000000004 4.2500000000000009 19.955589574252034 0.30589841594662681 1.4874606168848292 56.514054164298308 -6.8077214914636226 -0.052186356447992695 0.21736749365357491 50.76505141373223 4.4697173460204462 1.1894668497846321 12.208168994811833\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 -1 4 -4 -2 7 -7 10 -9 12 11 -6 14 15 16 19 -10 -18 -15 22 21 -21 24 -16 -12 -13 -26 28 29 30 -28\nright_child=2 -3 3 -5 5 6 -8 8 9 -11 13 25 -14 18 23 -17 17 -19 -20 20 -22 -23 -24 -25 26 -27 27 -29 -30 -31 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233 143 99 53 242 236\nsplit_gain=2.09267 5.90386 3.47126 25.4941 18.9221 8.86578 5.85831 3.19207 8.55057 9.28112 3.55562 3.54992 8.12484 16.1852 15.1123 14.2318 13.5371 20.6665 16.5484 11.3 10.0198 9.81771 8.86302 8.57387 17.5152 8.322 8.02322 9.98543 9.04356 9.14214 8.50736\nthreshold=0.5783908460888546 44.80746791527568 20.06391648001469 5.4658455935065211 0.87766741964643225 0.16535497177594441 -9.222045300971585 0.53210145155318533 3.7500000000000004 -0.020748262160874619 5.9331226635739442 5.7575510204081617 36.293171508032565 -16.729176758938859 24.147054478003209 2.6850000000000005 39.449924859160099 1.0000000180025095e-35 22.302030655261348 12.526264682419171 -0.18860596139374489 0.17708242849448738 18.982240825463741 48.597025441250928 0.027834002915173319 4.1161896666337494 0.3893263342082241 2.4352864542563171 -0.17313901507429583 55.352755484902865 33.341313278210301\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 -2 3 4 -1 -5 -6 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282\nis_linear=0\nshrinkage=0.01\n\n\nTree=780\nnum_leaves=32\nnum_cat=0\nsplit_feature=48 232 132 164 231 144 64 152 52 239 239 163 27 185 66 49 236 97 26 43 69 71 70 233 24 231 103 164 233 163 48\nsplit_gain=2.07451 7.15749 8.0723 7.3299 10.1553 10.3837 7.0573 5.4399 5.31911 5.19205 5.47044 7.0995 5.58341 5.2984 8.47696 6.50261 5.97616 22.5028 14.2883 11.3973 9.66535 5.46674 5.80655 7.93465 8.87809 7.05793 6.97122 5.88727 7.6337 5.45079 4.99734\nthreshold=-2.2681714374942983 59.875678543069718 0.7425848765432107 7.0787347619773628 39.93083279352026 0.65504807692307698 -0.038398603246514319 3.7976851613334759 -0.0031547445681294095 39.602454348709514 65.190107271512645 18.982240825463741 5.4470616360467865 1.7549870218148993 -0.13823959337696243 3.1259281840164612 51.965606105669593 11.704483826318461 0.37586805555555586 -0.80542393644359078 0.011985620066558901 0.38010416666666669 0.22367826754982542 48.597025441250928 -5.0312962962962953 54.554608939707471 0.18424133449162947 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673 663 39 624 159 122 465 95 305 272 217 92 55 39 125 108 80 160\ninternal_count=6180 1322 26 1296 833 27 463 37 426 806 795 98 697 673 663 39 624 159 122 465 95 305 272 217 92 55 39 125 108 80 160\nis_linear=0\nshrinkage=0.01\n\n\nTree=781\nnum_leaves=32\nnum_cat=0\nsplit_feature=153 84 12 97 147 231 37 21 24 225 48 139 234 94 166 87 184 236 224 84 53 19 243 177 76 233 71 86 52 231 171\nsplit_gain=2.07798 8.4601 14.1457 4.92923 4.90991 4.0864 13.6066 10.8135 6.33308 4.2042 5.20768 3.70367 3.99459 3.8369 3.6707 3.61596 3.37337 3.17788 7.03712 5.4076 3.48117 3.23728 3.12872 8.50974 3.98545 4.9152 3.32094 3.67578 3.37202 7.98732 8.15286\nthreshold=0.81404341796268176 1.5780914542844777 3.7038108937732215 11.901689134766441 0.15148463409333299 50.76505141373223 -326.79067160783001 19.574067743892495 0.67722087172819323 0.02197802197802198 2.6501605788281077 7.8645833333333348 1.0000000180025095e-35 -0.50987977386142125 9.7104419816911669 0.89942466983132774 1.0000000180025095e-35 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78\nsplit_gain=2.12912 4.45049 2.77787 4.81881 2.61921 4.93695 10.1399 2.62681 12.0567 8.67541 2.78801 8.49666 8.50659 6.99686 5.88542 7.0426 6.29387 5.35368 4.72796 6.7906 9.12853 5.88406 4.6937 6.76196 4.56603 6.56413 4.37316 6.36619 4.00066 5.07155 3.57581\nthreshold=-16.388038548752832 -3.2162868855620879 32.827790652763667 18.602743619548949 -2.0966485925645966 -0.042452176867192791 46.00802260721305 6.8233999336348115 1.3500000000000003 0.11600122100122091 0.49791925207657023 17.844779279071584 1.0000000180025095e-35 0.39542725280679064 36.293171508032565 -1.0000000180025095e-35 -0.21902860754137285 1.4121861459226033 0.26686720903157629 69.713030329679484 0.30929174705887019 52.318744986256782 0.069378123802877889 0.56973853129011831 3.7500000000000004 -2.3916420118343207 50.76505141373223 46.00802260721305 0.45684202170840865 13.08313443894569 1.0702776595617263\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 -1 4 -4 5 6 -2 10 -9 -10 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63 52 252 62 5205 59 30\nis_linear=0\nshrinkage=0.01\n\n\nTree=785\nnum_leaves=32\nnum_cat=0\nsplit_feature=25 28 170 157 131 53 236 60 0 149 90 233 1 103 0 46 233 16 103 176 84 239 68 175 27 89 179 239 53 157 147\nsplit_gain=2.0477 4.27712 2.66735 4.6321 2.56361 4.74314 9.80984 2.51975 11.2739 8.31304 2.69919 8.19426 8.28263 7.95153 10.7695 10.9498 5.60491 7.40298 6.09727 6.84041 5.16414 4.71513 4.68217 4.46711 4.05933 3.8027 4.84335 3.5029 37.1117 26.1012 13.575\nthreshold=-16.388038548752832 -3.2162868855620879 32.827790652763667 18.602743619548949 -2.0966485925645966 -0.042452176867192791 46.00802260721305 6.8233999336348115 1.3500000000000003 0.11600122100122091 0.49791925207657023 17.844779279071584 1.9850000000000001 0.35558008327836216 3.7500000000000004 8.159846417538807 36.293171508032565 -1.0000000180025095e-35 0.29466172115180417 4.8658765828839163 1.4121861459226033 52.318744986256782 0.12336369114293934 21.252457426302637 2.6117751479289941 0.45684202170840865 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92 582 31 551 373 25 345 73 333 307 5205 59 5146 106 62 44\ninternal_count=6180 44 6136 47 6089 50 35 6039 41 28 5998 793 768 186 116 92 582 31 551 373 25 345 73 333 307 5205 59 5146 106 62 44\nis_linear=0\nshrinkage=0.01\n\n\nTree=786\nnum_leaves=32\nnum_cat=0\nsplit_feature=153 84 12 97 147 231 37 21 24 76 239 91 185 110 139 234 94 166 87 21 153 231 164 59 179 236 100 71 37 4 231\nsplit_gain=2.09988 8.13359 13.9003 4.82139 4.83014 3.94022 12.9549 10.279 6.17357 4.07017 7.65984 5.60425 5.48888 3.89478 3.6376 3.88837 3.76293 3.55688 3.45615 3.27598 3.02336 15.0688 10.9914 6.08927 5.5596 5.29615 7.96907 3.57316 4.13504 3.56096 5.61846\nthreshold=0.81404341796268176 1.5780914542844777 3.7038108937732215 11.901689134766441 0.15148463409333299 50.76505141373223 -326.79067160783001 19.574067743892495 0.67722087172819323 1.1198858477064144 74.789780701091274 0.93283771222930867 -0.57930555555555518 0.22316431635279593 7.8645833333333348 1.0000000180025095e-35 -0.50987977386142125 9.7104419816911669 0.89942466983132774 -60.617469135802459 0.78421774287378643 39.93083279352026 6.0541039488047863 51.702667588384514 12.06333014495925 33.341313278210301 14.59476961582711 -0.11803571428571431 12.017924227715943 1.0000000180025095e-35 50.76505141373223\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=20 3 -3 5 -5 6 19 9 14 11 -11 -7 -12 -14 18 16 -16 -10 -8 -2 27 -22 23 24 -23 -24 -27 28 -1 -29 -31\nright_child=1 2 -4 4 -6 7 8 -9 17 10 12 -13 13 -15 15 -17 -18 -19 -20 -21 21 22 25 -25 -26 26 -28 29 -30 30 -32\nleaf_value=0.00065418716099402104 0.0011892632219349362 -0.010120200523418254 -0.00079597335363927808 -0.00014092130690405825 -0.0067046356957724765 -0.004748541461984091 0.0029573651481452456 -0.0069645609647643117 -0.0051989844437069378 -0.0022571827281613558 -0.00043234973619375082 0.00037282258711096502 0.0070220912423198875 0.00042591506564913838 -0.00074664379228319658 0.00012023389085080034 0.0049509450075254429 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0.00472027 0.00600148 0.000468889 1.96615e-05 -1.59333e-05 0.001927 -5.05249e-05 -0.00124027\ninternal_weight=0 536 72 464 36 428 242 186 216 172 94 78 63 38 179 111 52 37 68 26 5644 352 335 70 56 265 249 5292 83 5209 230\ninternal_count=6180 536 72 464 36 428 242 186 216 172 94 78 63 38 179 111 52 37 68 26 5644 352 335 70 56 265 249 5292 83 5209 230\nis_linear=0\nshrinkage=0.01\n\n\nTree=787\nnum_leaves=32\nnum_cat=0\nsplit_feature=176 232 86 232 20 145 16 86 0 72 31 242 93 87 51 57 131 153 236 25 159 0 242 37 164 177 139 41 242 56 233\nsplit_gain=2.03576 2.75665 9.30645 9.05195 23.5982 7.92129 5.14788 4.40254 4.77686 4.88996 3.30487 7.27367 6.26499 7.98461 6.55099 8.30008 6.3782 6.57623 9.81942 9.07406 7.49574 8.27549 5.52475 13.9967 5.19627 5.15996 5.14519 4.97145 5.2748 7.75165 5.55458\nthreshold=38.473030834351043 12.208168994811833 0.83673598836923069 59.875678543069718 -13.522435897435898 0.75000000000000011 0.044373050750120872 0.98913092638187861 1.3500000000000003 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6.73086\nthreshold=0.79082850763548729 0.81404341796268176 1.4826264242548939 0.093350483447980387 1.0500000000000003 3.8044676755648101 -121.65803925720157 5.6133185650308386 2.7500000000000004 3.7500000000000004 1.9850742941115012 0.80361437633035637 5.8768766715725871 3.710084033613446 71.909878672217673 0.53524407395792728 0.016156462585033986 -0.10442696651537763 0.26076041835900404 55.352755484902865 11.662305585041318 2.0848903836365276 48.597025441250928 0.35170371163732034 29.041074809671311 0.54832623270918768 -0.23600237953599063 -519.39042712008848 0.22162791531536638 0.90475363480621473 0.38416815742397142\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 19 4 -4 5 17 7 8 15 13 -11 12 -8 -9 -13 -6 -17 -3 -16 20 23 25 -23 -1 -25 26 27 -21 -27 30 -30\nright_child=-2 2 3 -5 6 -7 11 9 -10 10 -12 14 -14 -15 18 16 -18 -19 -20 21 -22 22 -24 24 -26 28 -28 -29 29 -31 -32\nleaf_value=0.0064057705846948636 0.0022644261856757607 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12 37 13 19 4168 137 24 1079 57 28\ninternal_value=0 -2.71431e-05 -0.000657478 -0.00340527 -9.56703e-05 0.00215716 -0.00055679 0.000626351 -0.000703744 0.0024709 -0.00113483 -0.00225133 -0.00443705 0.00428157 -0.000539911 -0.00197809 -0.00388497 -0.000136785 0.000587498 3.16394e-05 0.00212099 5.77446e-06 0.00254789 0.00378162 0.00119428 -2.13237e-05 0.00117327 0.00382459 -6.71264e-05 -0.000620383 -0.000804167\ninternal_weight=0 6151 516 79 437 68 369 221 132 89 31 148 58 58 90 104 51 56 77 5635 59 5576 49 49 32 5527 195 58 5332 1164 1107\ninternal_count=6180 6151 516 79 437 68 369 221 132 89 31 148 58 58 90 104 51 56 77 5635 59 5576 49 49 32 5527 195 58 5332 1164 1107\nis_linear=0\nshrinkage=0.01\n\n\nTree=789\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 234 153 134 234 21 53 177 73 222 242 164 13 22 132 224 33 44 34 71 224 222 131 69 90 223 57 39 80 69 231\nsplit_gain=2.05601 2.16262 21.7807 14.6872 14.61 32.6187 20.9093 14.3584 16.1098 14.17 14.9929 15.5959 13.2715 12.5551 11.9471 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33 55 133 51 17 32 23 12 57 23 12 836 317 24 84 127 34 26 133 71 55 168 96 13 35 18 1985 342 64 1251\ninternal_value=0 -1.11797e-06 0.000222762 9.12761e-05 -0.000157247 -0.001893 7.34545e-05 0.000294973 -0.00530242 -0.00110746 -0.00242869 -0.00313053 0.000620335 -0.00224578 -0.00277449 -0.00316651 -6.00505e-05 -0.00810119 0.000402736 -0.00416096 0.00279143 0.00386676 0.00048592 -0.00489678 0.000293298 -0.00368917 0.000403574 0.000480391 -0.000731483 0.000487512 0.000606753\ninternal_weight=0 6167 2532 2492 3635 418 3217 2335 35 1015 443 386 2202 340 157 346 572 46 2300 262 103 72 2274 229 2106 48 2058 2040 469 2151 2087\ninternal_count=6180 6167 2532 2492 3635 418 3217 2335 35 1015 443 386 2202 340 157 346 572 46 2300 262 103 72 2274 229 2106 48 2058 2040 469 2151 2087\nis_linear=0\nshrinkage=0.01\n\n\nTree=790\nnum_leaves=32\nnum_cat=0\nsplit_feature=131 164 143 31 136 184 78 234 175 177 223 52 35 103 81 41 185 32 77 127 29 28 46 87 51 46 59 239 83 75 66\nsplit_gain=2.04145 5.0033 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21.000000000000004 608 13.000000000000002 159 21 45 9.9999999999999982 14.999999999999998 147 115 89 10.999999999999998 31 1624 111 553 20 15.999999999999998 1387\nleaf_count=30 86 25 29 17 20 15 55 247 85 11 465 99 21 608 13 159 21 45 10 15 147 115 89 11 31 1624 111 553 20 16 1387\ninternal_value=0 -0.00177632 5.25034e-06 0.00221875 -1.51157e-05 1.49876e-05 0.00211506 -1.33549e-05 0.000320095 9.96837e-05 0.00020645 -0.00109353 0.000777096 0.000949373 0.00115995 0.000992692 -3.52121e-06 0.00179062 -0.00476141 0.00611028 0.000361612 -0.000483201 -0.00215927 -0.00616397 -0.00342481 -0.00017929 -0.000299179 -0.001316 0.00137821 -0.00194937 -5.92143e-05\ninternal_weight=0 55 6125 46 6079 5993 70 5923 1965 1880 1858 564 1294 1263 1212 1184 531 653 31 28 510 363 204 22 51 3958 3711 700 131 569 3011\ninternal_count=6180 55 6125 46 6079 5993 70 5923 1965 1880 1858 564 1294 1263 1212 1184 531 653 31 28 510 363 204 22 51 3958 3711 700 131 569 3011\nis_linear=0\nshrinkage=0.01\n\n\nTree=791\nnum_leaves=32\nnum_cat=0\nsplit_feature=153 84 69 97 69 231 37 21 24 225 236 102 148 78 52 70 90 76 21 242 242 242 109 189 153 231 164 73 78 236 46\nsplit_gain=2.04914 7.51761 13.1188 4.57733 4.73695 3.67302 12.1206 9.67144 5.85169 3.91521 5.02872 9.03806 8.21978 5.58987 4.35909 3.67755 3.46256 3.27643 3.18644 3.01479 14.4248 7.55232 11.0786 4.60399 3.4607 14.967 10.1889 5.87737 8.90345 4.85668 7.00099\nthreshold=0.81404341796268176 1.5780914542844777 -0.18407949432722773 11.901689134766441 -0.091320674875442251 50.76505141373223 -326.79067160783001 19.574067743892495 0.67722087172819323 0.02197802197802198 46.00802260721305 0.33156775721859555 0.021941391941391945 0.91825959749090125 0.00064552173274247512 0.11085451977401133 1.1621992554078326 1.0030102289386609 -60.617469135802459 30.577161886029867 1.0000000180025095e-35 44.80746791527568 0.32290313740992577 0.61188739588895291 0.78421774287378643 39.93083279352026 6.0541039488047863 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216 172 157 111 46 47 64 27 179 37 26 5644 58 5586 72 47 5514 345 328 70 39 258 242\ninternal_count=6180 536 72 464 36 428 242 186 216 172 157 111 46 47 64 27 179 37 26 5644 58 5586 72 47 5514 345 328 70 39 258 242\nis_linear=0\nshrinkage=0.01\n\n\nTree=792\nnum_leaves=32\nnum_cat=0\nsplit_feature=241 27 233 93 0 231 84 33 13 236 26 236 40 239 0 89 92 89 26 233 34 87 233 87 221 231 182 186 86 18 233\nsplit_gain=2.03428 2.0815 7.75272 5.46152 6.48151 8.03407 7.78604 4.79338 3.5373 3.39258 3.29708 10.8719 22.4326 9.46384 13.1227 22.6558 12.3415 10.5521 8.76956 7.46492 10.1798 8.03419 5.89491 5.62766 5.16629 12.6632 4.89755 4.65432 8.59538 4.35489 4.35151\nthreshold=30.898135100226654 -9.2412553224593132 36.293171508032565 1.3492729883947867 3.7500000000000004 50.76505141373223 1.3116062919618103 -423.91510862686522 1.6065415549695143 38.217948399965721 -4.728395061728393 33.341313278210301 -1.2578534406165707 26.870071741751229 2.7500000000000004 0.83586421251817977 0.64430401154880734 1.0259650848449011 -4.9977777777777757 12.526264682419171 315.15368765333187 0.8548225103409075 39.449924859160099 1.1687066645005506 0.10143097643097648 54.554608939707471 5.3013366624845206 2.0405766697110947 0.86950224614554938 -0.4097052881381073 36.293171508032565\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 2 8 4 5 -4 -7 -6 -2 -9 11 12 -3 -13 16 24 -15 22 -14 20 -18 -21 30 27 -16 -26 -24 28 -23 -12 -17\nright_child=1 10 3 -5 7 6 -8 9 -10 -11 29 13 18 14 15 17 19 -19 -20 21 -22 23 26 -25 25 -27 -28 -29 -30 -31 -32\nleaf_value=0.0030222536951911554 0.00067411321681498453 0.0036447222024422266 -0.0010472707250385081 0.0046628637509875679 -0.0067275501404545912 -0.00080202172107080038 0.0069081458079393821 -0.003356111127695874 0.0073798158746575769 0.0017145731135385547 -0.0043117142923171457 -0.0061239899753380497 -0.011184566369816641 -0.0078304964754927209 0.00059536047337906421 0.0048198871027106613 -0.0078606316930158945 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0.00248407 -0.000811609 0.00567625 -0.0085114 -0.000480955 -0.00463657 -0.000141601 0.00713464 0.00013788 -0.00187923 -0.00458793 0.00892344 -0.000398735 -0.000796795 3.01497e-05 0.00177468\ninternal_weight=0 6168 217 188 175 127 41 48 29 34 5951 751 51 700 683 145 538 82 35 524 30 494 68 480 63 26 46 389 347 5200 22\ninternal_count=6180 6168 217 188 175 127 41 48 29 34 5951 751 51 700 683 145 538 82 35 524 30 494 68 480 63 26 46 389 347 5200 22\nis_linear=0\nshrinkage=0.01\n\n\nTree=793\nnum_leaves=32\nnum_cat=0\nsplit_feature=242 242 242 109 101 2 31 51 141 242 0 51 18 22 89 91 73 11 142 227 56 88 176 27 178 163 234 44 51 66 178\nsplit_gain=2.01439 12.0311 8.70293 9.9831 4.2316 2.73708 2.66702 3.02989 2.60489 2.74708 20.9915 23.1505 17.8267 13.6047 11.9252 9.71871 8.11575 7.1496 6.64165 10.8641 7.19336 5.34539 4.85843 4.27375 5.21559 5.21198 6.21906 12.0842 9.84238 5.76004 5.01903\nthreshold=30.577161886029867 1.0000000180025095e-35 44.80746791527568 0.32290313740992577 3.1641048525720246 27.500000000000004 -198.31794072691699 -0.0048086271416290039 1.0000000180025095e-35 55.352755484902865 2.7500000000000004 -0.012484987859898359 0.016517847310339208 3.4619545118343202 1.0565490123134988 0.97691075282011652 -0.10654318015228952 3.4977891603187121 1.7869690098261528 0.0082239923509764713 109.37170761607189 1.0087638541951902 5.056915084609142 -9.2412553224593132 19.417462431064767 13.262032602909333 19.61427087226987 -9.3261784514038801 -0.010790211007740844 -0.035143604274586841 11.136556021766266\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 4 3 6 5 -1 -2 -8 9 10 13 12 15 14 17 -12 -13 21 23 20 -20 -4 -15 30 -25 -26 28 -28 -27 -29 -11\nright_child=2 -3 8 -5 -6 -7 7 -9 -10 18 11 16 -14 22 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 26 27 29 -30 -31 -32\nleaf_value=0.0021991399155925268 -0.001886582865255995 -0.0078782048574270718 -0.0011021716431755871 0.0086384160550735233 0.0046316068161550705 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70 34 160\ninternal_value=0 -0.00164225 6.62224e-06 0.00307611 0.000796065 -0.000801511 0.000942906 0.00199434 -3.96037e-05 -2.72997e-05 -0.00100747 -0.00460832 -0.00937263 0.0010774 -0.000836712 -0.0124906 0.00013041 0.000497056 1.91231e-05 -0.00244916 -0.00528396 0.00240466 0.00488622 6.56444e-05 1.41091e-05 0.00156736 0.00088869 0.00272808 -0.000826306 0.00448783 0.00152819\ninternal_weight=0 65 6115 81 53 43 67 51 6034 6023 263 92 41 171 119 30 51 107 5760 97 50 66 52 5663 5480 198 180 84 96 68 183\ninternal_count=6180 65 6115 81 53 43 67 51 6034 6023 263 92 41 171 119 30 51 107 5760 97 50 66 52 5663 5480 198 180 84 96 68 183\nis_linear=0\nshrinkage=0.01\n\n\nTree=794\nnum_leaves=32\nnum_cat=0\nsplit_feature=66 171 90 88 146 231 233 233 23 0 0 89 0 234 231 77 64 83 231 72 150 102 236 35 0 44 38 232 100 145 129\nsplit_gain=1.99974 6.39028 4.34455 3.38037 10.4349 10.6579 7.00602 15.2357 6.41199 9.3721 9.29669 7.67963 6.25451 26.485 14.7883 13.6183 7.70949 6.84887 6.0051 6.86628 5.93828 4.76734 4.6562 8.01048 4.1706 4.16998 4.0139 3.99154 4.3266 3.47174 3.11731\nthreshold=0.058384603013459234 9.6104338878226674 1.0872888582039886 0.8708708929935346 0.48772290219795122 1.0000000180025095e-35 4.1161896666337494 8.425741474517972 -1.1661735700197238 2.7500000000000004 3.7500000000000004 1.0598746896440496 1.3500000000000003 33.573858415404658 54.554608939707471 0.67945452114416394 0.004495769089045986 0.59196121326123696 1.0000000180025095e-35 -0.15832649338805291 0.56538504526656996 0.5080407987291552 51.965606105669593 -792.27656940662177 3.7500000000000004 18.93603243318724 264.31918709956932 86.043551706228044 13.640338471268718 0.75000000000000011 1.3480560279667415\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=3 2 -2 4 5 -1 -7 -8 9 12 -11 22 13 15 16 -9 21 -15 19 -5 24 -14 26 -24 -10 -18 -12 30 -29 -21 -20\nright_child=1 -3 -4 18 -6 6 7 8 20 10 11 -13 14 17 -16 -17 25 -19 27 29 -22 -23 23 -25 -26 -27 -28 28 -30 -31 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40 242 37 84 41\nsplit_gain=1.99389 2.7145 9.18339 8.93054 23.2026 7.56552 4.99463 4.28827 3.06509 6.76408 9.10414 11.868 6.87574 9.38966 11.7385 10.1195 6.5876 6.87375 6.85174 6.09174 17.9515 13.9112 7.28838 5.79535 9.98559 7.0941 5.98183 5.37568 13.5455 5.02656 4.96147\nthreshold=38.473030834351043 12.208168994811833 0.83673598836923069 59.875678543069718 -13.522435897435898 0.75000000000000011 0.044373050750120872 0.94007740633826586 14.514108269353029 33.740068943746643 -5.6976030107524709 1.3942795216708397 0.015029275599128537 -107.52964497041417 28.697223293649227 18.439161916198781 -0.048252873637458553 44.80746791527568 -0.062175399924811088 50.76505141373223 -10.718387506911951 0.10141723356009054 11.141382540952401 3.7500000000000004 12.071220704525617 1.0498988721773628 0.34910555555555184 30.577161886029867 79.726531692777442 1.8981104642361091 1.835306719261778\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 5 4 -3 -1 -7 -4 27 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141 89 146 55 97 50 85 59 233 99 233 157 222 233 48 67 226 179 175 87 135 67\nsplit_gain=2.00988 4.2887 2.86956 9.5024 5.97357 5.19557 3.84905 3.55792 5.20678 3.35593 3.26142 3.21307 10.2777 3.44245 3.31662 4.59627 3.79356 3.68661 16.1897 9.45097 27.6471 10.6546 10.4785 9.28991 9.24464 7.75795 4.30972 4.27655 4.17107 3.90542 11.8776\nthreshold=66.547010175509286 1.0000000180025095e-35 0.99385392170740461 48.597025441250928 52.267011914828707 1.7517369509612906 157.46814220591395 3.7500000000000004 -1.0421912413358534 1.0000000180025095e-35 0.98001107794847253 0.49231459717028975 -0.0015336268679128548 11.66665763022046 0.0036473318152260852 1.0093318293226383 49.979615957169067 4.1161896666337494 2.4423990094981343 12.526264682419171 9.4631927560704714 0.066887315270935957 21.150357948628422 3.1414242601390092 -0.11347050521308985 0.018590856481481486 25.362079141871842 6.0364776707430172 1.130317281413755 2.4937354536722101 -0.33489362519847371\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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53 157 147 59 179 165 72 89 237 29\nsplit_gain=1.99393 3.67834 2.39683 4.14823 2.592 5.02613 2.75629 6.34385 7.05534 6.20253 5.48954 4.71116 7.31193 6.48428 6.2778 6.08245 4.35397 4.23077 7.20978 4.14993 4.0523 35.2599 23.0125 13.2083 11.5364 5.69036 5.59706 5.03035 5.55124 5.07288 6.0483\nthreshold=-16.388038548752832 -3.2162868855620879 32.827790652763667 18.602743619548949 -0.4097052881381073 -0.15425726935655001 0.49791925207657023 17.844779279071584 1.0000000180025095e-35 52.318744986256782 0.39542725280679064 36.293171508032565 0.29466172115180417 0.43638247471766373 0.0005602204507637751 69.713030329679484 1.4121861459226033 2.7500000000000004 0.25607308359734837 -0.015948847625739639 52.318744986256782 -0.043746720451265902 10.285597529246003 0.27432430216770093 46.960747423394217 36.609022462119988 22.765768018116145 -0.33746742478085751 0.44659944990055622 69.713030329679484 -3.9888868190448235\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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49\nis_linear=0\nshrinkage=0.01\n\n\nTree=808\nnum_leaves=32\nnum_cat=0\nsplit_feature=182 234 96 233 236 59 96 89 98 234 16 224 4 141 181 146 55 97 50 85 10 233 99 233 157 222 233 48 67 226 175\nsplit_gain=1.95373 4.11515 2.73111 8.3288 5.53037 7.72735 4.75361 4.62661 3.98318 3.84425 7.59361 4.36333 3.65416 3.21373 3.00948 2.97049 9.57712 3.11001 2.99863 4.39021 3.74329 3.35474 13.8493 8.33743 25.2537 9.93176 9.58769 8.79856 8.68933 7.19759 3.89386\nthreshold=66.547010175509286 1.0000000180025095e-35 0.99385392170740461 48.597025441250928 38.217948399965721 52.751629178294088 1.7517369509612906 0.95039997360190465 20.215604634594794 1.0000000180025095e-35 -0.0056104762819095041 0.011111111111111106 1.0000000180025095e-35 1.0000000180025095e-35 30.397073593883785 0.49231459717028975 -0.0015336268679128548 11.66665763022046 0.0036473318152260852 1.0093318293226383 6.3703703703703711 4.1161896666337494 2.4423990094981343 12.526264682419171 9.4631927560704714 0.066887315270935957 21.150357948628422 3.1414242601390092 -0.11347050521308985 0.018590856481481486 6.0364776707430172\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 -2 13 6 8 12 -4 9 -5 10 -7 -11 14 15 -6 17 -17 -1 19 20 -19 22 29 24 25 -23 28 -26 -25 -20 -24\nright_child=1 -3 3 4 5 7 -8 -9 -10 11 -12 -13 -14 -15 -16 16 -18 18 21 -21 -22 23 30 26 27 -27 -28 -29 -30 -31 -32\nleaf_value=-0.0028571916827747385 -0.0048556107603361003 0.00073956562212256817 -0.0046654151142506289 -0.005170385378668858 0.0070463998821985157 -0.00070289010813276193 0.0012894520316471829 -0.0038228754865723275 0.00110505686849816 -0.0030671793015453076 0.0045364351176573493 0.0020826955809347117 0.00015811983493517891 -0.0040476348531944028 0.0024517685961492749 -0.0060758261096363966 0.00088522925393290407 0.0071090756219721208 0.0078892057752849645 0.0004864442821651318 0.00040948235973820794 -0.0016264531817052996 0.0013066425571976994 -0.0011330740772902985 -0.0095441004462322714 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172 15.999999999999998 4899 17 53 56 26 18 194 17 68 40 107\nleaf_count=28 15 23 11 11 80 47 33 12 14 30 50 19 21 10 23 44 11 15 172 16 4899 17 53 56 26 18 194 17 68 40 107\ninternal_value=0 -0.00203005 4.07056e-06 0.000842398 0.00146597 0.00190344 -0.00270861 0.000480027 -0.00231517 0.00105159 0.00211884 -0.00106217 0.00388632 -4.45894e-05 -3.09313e-05 -0.00197168 -4.87473e-06 1.37317e-05 0.00115046 0.00421273 -2.93322e-05 0.000634388 0.00471112 3.09708e-05 0.00496812 -0.000463351 -0.00122211 0.00231052 0.00054584 -0.00285687 -0.00157424\ninternal_weight=0 38 6142 328 284 259 44 158 25 146 97 49 101 5814 5804 67 5737 5709 199 27 5510 611 70 541 41 500 397 103 86 203 163\ninternal_count=6180 38 6142 328 284 259 44 158 25 146 97 49 101 5814 5804 67 5737 5709 199 27 5510 611 70 541 41 500 397 103 86 203 163\nis_linear=0\nshrinkage=0.01\n\n\nTree=813\nnum_leaves=32\nnum_cat=0\nsplit_feature=182 234 96 233 236 59 143 89 98 234 16 224 4 141 95 25 57 86 237 146 20 44 159 147 91 153 96 69 96 231 168\nsplit_gain=1.91849 3.85041 2.41027 7.48603 5.1116 7.12095 4.46499 4.36709 3.76438 3.58202 6.94065 4.16178 3.45219 3.04817 2.90533 6.88171 3.98305 4.3211 3.31481 2.98327 9.10629 3.05134 7.16911 2.96953 4.46152 3.02976 11.4146 11.5368 3.33768 15.2442 6.77698\nthreshold=66.547010175509286 1.0000000180025095e-35 0.99385392170740461 48.597025441250928 38.217948399965721 52.751629178294088 0.30750469043151979 0.95039997360190465 20.215604634594794 1.0000000180025095e-35 -0.0056104762819095041 0.011111111111111106 1.0000000180025095e-35 1.0000000180025095e-35 2.7344189545620092 -3.5214843749999996 -1.2956155132377289 0.65775951118287279 46.445220700660499 0.49231459717028975 1.0000000180025095e-35 -16.851303567738604 4.7381700596085041 0.030687085525970496 0.93125358962429139 0.87467027861672675 0.97241728747248002 -0.12197619363400673 0.97756956470504919 20.06391648001469 11.787168065786878\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 -2 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49 5333 1724 1694\nis_linear=0\nshrinkage=0.01\n\n\nTree=814\nnum_leaves=32\nnum_cat=0\nsplit_feature=17 90 1 0 103 46 152 239 77 225 227 176 179 231 89 102 102 41 231 71 81 74 234 232 0 177 236 0 221 71 45\nsplit_gain=1.92102 2.09667 6.17575 7.1488 10.3137 8.37866 5.56787 4.8288 4.96711 5.12216 4.65302 3.75776 3.67179 7.39327 4.53803 3.87641 3.70847 3.55893 3.77022 3.91108 3.87059 3.27941 3.26724 3.24814 3.28742 3.17094 3.04432 2.94358 6.48838 4.56119 3.40565\nthreshold=0.6618753121673705 0.49791925207657023 1.9850000000000001 3.7500000000000004 0.35558008327836216 8.159846417538807 3.6821365367369983 52.318744986256782 0.47692368090531162 0.02392448537856701 0.0082239923509764713 5.9539469248651651 38.710831912035914 50.76505141373223 0.45684202170840865 0.27738143563229906 0.27299462894441112 -0.33695536630531303 50.76505141373223 0.29810039731136462 1.1149702135189339 -0.27333169857692113 12.208168994811833 59.875678543069718 1.0500000000000003 5.7184490539837345 46.00802260721305 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0.000309211 0.00357135 0.000205391 0.000411013 -0.00182693 -0.00814815 -0.000274736 -0.00260102 -0.00444849 -0.00613405 -0.000191962 0.000328671 0.0022428 -0.000531148 0.000146832 0.000525935 0.00109624\ninternal_weight=0 3967 3927 58 3869 276 113 163 138 22 111 2213 31 40 2182 57 2125 1937 188 38 3593 113 98 83 3480 1923 157 69 1766 1326 1007\ninternal_count=6180 3967 3927 58 3869 276 113 163 138 22 111 2213 31 40 2182 57 2125 1937 188 38 3593 113 98 83 3480 1923 157 69 1766 1326 1007\nis_linear=0\nshrinkage=0.01\n\n\nTree=817\nnum_leaves=32\nnum_cat=0\nsplit_feature=66 82 231 53 0 73 233 12 0 78 75 154 85 236 68 37 11 234 225 26 231 45 32 233 96 168 231 73 24 149 84\nsplit_gain=1.90329 5.84743 4.01275 3.43593 6.80381 4.97588 4.10686 5.43485 3.58868 3.3028 2.99998 2.86871 2.81985 5.69581 4.84176 4.2561 10.233 6.42256 6.77063 6.76505 4.24151 6.70364 3.40881 2.78391 2.60648 5.46318 5.17935 23.7639 23.3549 16.714 15.879\nthreshold=0.058384603013459234 1.164794140982043 70.266857642924421 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22 14 252 14 1843 282 95 119 1315\ninternal_value=0 0.00076212 0.000360153 0.000696229 -0.00067374 -0.00210819 0.00157684 0.00232787 -0.00310432 0.0030597 -5.05463e-05 -0.000298846 -3.57681e-05 -0.00123418 -0.00187621 -0.00257094 -0.00459402 -0.000996563 0.00122639 -0.00378844 4.22773e-06 0.00256412 0.00452482 -0.00137225 -2.47871e-05 0.000297066 -0.000167897 -0.000532452 -9.79075e-05 0.000194181 -0.000395896\ninternal_weight=0 293 281 266 105 79 161 130 68 26 5887 49 5872 180 161 138 52 86 51 35 5692 54 38 31 5638 1732 3906 1944 1692 1962 1597\ninternal_count=6180 293 281 266 105 79 161 130 68 26 5887 49 5872 180 161 138 52 86 51 35 5692 54 38 31 5638 1732 3906 1944 1692 1962 1597\nis_linear=0\nshrinkage=0.01\n\n\nTree=818\nnum_leaves=32\nnum_cat=0\nsplit_feature=67 83 181 83 177 231 67 142 155 188 44 234 46 242 224 242 109 63 242 0 51 18 149 23 22 29 73 178 163 27 231\nsplit_gain=1.89099 2.53412 2.81734 2.53559 8.54373 3.94215 3.1229 2.96453 6.88389 7.01568 4.26645 5.45391 3.59819 3.43327 14.4946 7.85499 12.1418 6.63613 4.65062 23.4235 19.3764 17.5272 13.9642 9.66678 7.91723 6.02626 5.42387 4.45764 6.55731 5.49042 8.98045\nthreshold=-1.2937613168557209 1.408838187092446 23.932911387922164 1.2459858653391049 11.730578941233507 54.554608939707471 -0.062613935087223321 1.8127416383219954 1.0000000180025095e-35 1.3006319286974051 -16.851303567738604 44.80746791527568 13.700493298829445 30.577161886029867 0.028096064814814813 44.80746791527568 0.32290313740992577 0.0026382429859260906 55.352755484902865 2.7500000000000004 -0.012484987859898359 0.016517847310339208 0.035683760683760619 -2.7512330578512398 2.4414946307254008 -11.558017242425089 -0.10654318015228952 19.417462431064767 13.262032602909333 -9.2412553224593132 50.76505141373223\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 3 -3 7 6 -6 -5 10 -9 -10 11 12 -2 14 -12 16 -15 -16 19 22 21 23 25 -21 -24 -17 -22 29 -29 30 -20\nright_child=1 2 -4 4 5 -7 -8 8 9 -11 13 -13 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11.999999999999998 10.999999999999998 61 13.999999999999998 21 10.999999999999998 36 16.000000000000004 22 59 28 13.999999999999998 227 5144 60\nleaf_count=16 15 29 14 17 62 15 31 11 10 32 30 46 10 61 16 29 12 11 61 14 21 11 36 16 22 59 28 14 227 5144 60\ninternal_value=0 7.43307e-07 0.00217798 -1.80792e-05 -0.00137339 0.000723549 -0.00428201 1.24149e-05 -0.00214546 -0.00385856 3.52306e-05 0.00231461 0.00528945 3.78184e-06 -0.00224701 2.96642e-05 0.00308401 -0.00653418 -1.44608e-05 -0.00135972 -0.00509896 -0.00941704 0.00112439 -0.0125064 -0.00243999 0.00348291 -0.000502164 4.55607e-05 0.00134754 -1.64777e-05 0.00200526\ninternal_weight=0 6164 43 6121 125 77 48 5996 53 42 5943 71 25 5872 57 5815 73 27 5742 236 90 41 146 30 58 88 49 5506 241 5265 121\ninternal_count=6180 6164 43 6121 125 77 48 5996 53 42 5943 71 25 5872 57 5815 73 27 5742 236 90 41 146 30 58 88 49 5506 241 5265 121\nis_linear=0\nshrinkage=0.01\n\n\nTree=819\nnum_leaves=32\nnum_cat=0\nsplit_feature=17 242 242 242 109 101 242 0 51 18 22 105 91 73 5 93 142 227 56 176 87 128 99 234 2 46 236 157 180 234 30\nsplit_gain=1.9033 1.98981 11.485 7.38492 9.63329 4.15872 2.61882 20.0153 22.8426 16.8547 11.8213 9.63271 9.27492 7.62473 7.52413 6.7994 6.0756 10.3715 6.59207 4.95859 4.60853 3.84752 3.8427 3.81226 4.64826 3.59835 29.3646 6.67115 4.57926 4.53378 6.69667\nthreshold=0.6618753121673705 30.577161886029867 1.0000000180025095e-35 44.80746791527568 0.32290313740992577 3.1641048525720246 55.352755484902865 2.7500000000000004 -0.012484987859898359 0.016517847310339208 3.4619545118343202 1.0000000180025095e-35 0.97691075282011652 -0.10654318015228952 5.1987591336329109 1.0501969336543484 1.7869690098261528 0.0082239923509764713 109.37170761607189 5.056915084609142 1.1754210783888965 3.2881944444444451 2.468573378809336 12.208168994811833 8.2050000000000018 -25.677834026666563 51.965606105669593 4.6806678727242259 18.106524993687056 12.208168994811833 -6.769762290819183\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 5 4 -3 -1 7 10 9 12 11 15 -9 -10 -13 -5 21 18 -18 -12 -17 25 23 -23 -25 26 -8 -28 29 30 -29\nright_child=-2 3 -4 6 -6 -7 16 8 13 -11 19 14 -14 -15 -16 20 17 -19 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31 -32\nleaf_value=-0.00082052704188631564 -0.0028214658259320988 0.00076716453673442056 -0.0077061528582167476 0.0037123446861770564 0.0083076648778748086 0.0045796964064775177 0.00910540278795453 -0.0030147232456627765 0.003686204076423318 0.00093563967909459289 0.0070462726482572822 -0.0075211964984139628 -0.016078803372068497 -0.0028856375640266357 0.00046814581081401895 -0.0033105039691827295 -0.0091442407835768576 0.00098929139853753479 -0.0017321280180203702 0.00085011711944480849 0.002414097277087426 -0.0025223320609110535 0.0046077428493480725 0.0049989311248804279 -0.0017422909741264295 -9.7589838230747756e-06 0.0046190699747361728 0.00061282280774014686 0.0021268909710794701 -0.00086290151791677209 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52 6022 264 92 41 172 121 30 51 37 84 5758 97 50 51 43 5661 71 44 25 5590 166 137 126 105 25\nis_linear=0\nshrinkage=0.01\n\n\nTree=820\nnum_leaves=32\nnum_cat=0\nsplit_feature=176 232 232 20 86 145 16 86 0 72 31 93 45 242 65 17 31 233 231 150 234 15 71 195 233 55 0 24 242 37 41\nsplit_gain=1.88961 2.4648 8.56469 22.0252 8.41328 6.73019 4.55744 3.90451 4.41227 4.711 3.01204 5.74604 5.58695 5.68007 5.15602 7.6887 6.99123 16.0166 8.95151 5.58596 8.84384 15.0859 12.9598 7.4562 5.56551 5.30177 5.20187 5.13872 4.8332 12.2537 4.62983\nthreshold=38.473030834351043 12.208168994811833 59.875678543069718 -13.522435897435898 0.83673598836923069 0.75000000000000011 0.044373050750120872 0.98913092638187861 1.3500000000000003 -0.15133215401111119 14.789256198347109 0.85201339986588287 -0.63843767690465636 44.80746791527568 -0.062175399924811088 -0.15164585342946621 30.65260428080941 48.597025441250928 20.06391648001469 0.57983268170387259 44.80746791527568 169.76116329938628 0.2013194662352191 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-0.00284097 -7.37118e-05\ninternal_weight=0 6169 5993 57 176 129 99 47 32 22 5936 1239 1211 1170 1142 569 573 106 467 550 255 137 118 295 268 27 73 28 4697 54 4643\ninternal_count=6180 6169 5993 57 176 129 99 47 32 22 5936 1239 1211 1170 1142 569 573 106 467 550 255 137 118 295 268 27 73 28 4697 54 4643\nis_linear=0\nshrinkage=0.01\n\n\nTree=821\nnum_leaves=32\nnum_cat=0\nsplit_feature=131 164 82 139 43 60 0 149 153 61 12 103 0 147 97 231 80 102 83 29 76 177 71 153 164 30 242 2 4 231 0\nsplit_gain=1.86745 5.18618 2.78326 2.51708 3.68741 2.34246 11.1725 8.16581 2.40205 7.5623 13.7641 11.1195 5.6094 4.49657 4.35388 4.57695 13.8855 7.27197 5.9743 4.93593 4.09645 3.30008 3.26612 3.38893 6.49094 5.06261 5.61827 3.39349 3.2916 6.28071 8.58737\nthreshold=-2.0966485925645966 12.142387175295493 1.1607772822102538 25.11433909674982 0.79018708254971426 6.8233999336348115 1.3500000000000003 0.11600122100122091 0.81404341796268176 -0.021829710100446421 3.7038108937732215 0.27873735859386539 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0.0010111383982497741 -0.0033771059455949865 -0.0074695846318462078 0.001656738293516013 -0.0062226122899219976 0.00063586627027599789 0.0038470268466373856 -0.00034300692384755589 -0.00019608681432198977 -5.4215323658061112e-06 0.007177628172696425 -0.0026981091123535537 -0.0014768641676196029 0.0018826257678811332 0.00024058444358521076 0.0012757832941924074 0.00096297020566443975 -0.0039363948956084348\nleaf_weight=16.000000000000004 75 25 13.999999999999998 12.000000000000002 14.999999999999998 10.999999999999998 18.000000000000004 9.9999999999999982 14.000000000000002 81 41 14.999999999999998 35 23 24 23 54 16.000000000000004 73 83 11.999999999999998 14.999999999999998 4942 14.000000000000002 22 84 188 10.999999999999998 39 77 98\nleaf_count=16 75 25 14 12 15 11 18 10 14 81 41 15 35 23 24 23 54 16 73 83 12 15 4942 14 22 84 188 11 39 77 98\ninternal_value=0 -0.00169769 -0.00398966 6.26149e-06 0.00260663 -9.50082e-06 0.00216819 0.00509168 -2.70674e-05 -0.000677655 -0.00268339 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9.6104338878226674 1.0872888582039886 2.1251346399835742 0.69998837116590618 38.217948399965721 0.11502876096706691 1.0000000180025095e-35 -0.025656935917668117 1.0376050617817285 0.75000000000000011 0.16450790198735196 44.80746791527568 69.713030329679484 1.1077549279525079 0.95851269882496404 -383.56279834677883 0.97751145960641328 11.787168065786878 69.713030329679484 3.6570544997839201 0.027999406313102358 -0.057622323720808548 65.19010727151263 3.7500000000000004 -2.940461073318215 -7.9017220882298664 0.47247919374095698 3.1747180826300956 18.00189541088498\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 4 3 -3 5 6 -2 12 9 11 -11 -7 13 15 -15 -8 -14 -18 19 20 21 22 -10 24 25 -23 27 -22 -29 -28 -31\nright_child=1 2 -4 -5 -6 8 7 -9 18 10 -12 -13 16 14 -16 -17 17 -19 -20 -21 26 23 -24 -25 -26 -27 29 28 -30 30 -32\nleaf_value=0.0028974434804287337 0.002925964850464704 3.0998752261434484e-05 0.0053648027314974244 0.0045193558413774522 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17 23 66 20 14 10 12 11 22 26 16 34 3894 14 638 24 12 52 12 13 131 16 62 163 529\ninternal_value=0 -2.18878e-05 0.000751786 0.000342684 -6.16846e-05 -4.72248e-05 -0.00119499 -0.00182398 -8.81572e-06 0.00254054 -0.000399066 0.00600511 -0.00250709 -0.000781026 -0.00367491 0.00171421 -0.00422057 -0.00517564 -3.77494e-05 0.000286609 0.000221042 -0.0013267 -0.00423685 0.00109998 -0.00151364 -0.00347013 0.000408461 0.00106166 0.003975 -0.000165737 -0.000572996\ninternal_weight=0 6168 293 279 5875 5860 180 161 5680 54 34 20 138 76 33 43 62 50 5626 1732 1718 179 78 101 49 37 1539 716 78 823 692\ninternal_count=6180 6168 293 279 5875 5860 180 161 5680 54 34 20 138 76 33 43 62 50 5626 1732 1718 179 78 101 49 37 1539 716 78 823 692\nis_linear=0\nshrinkage=0.01\n\n\nTree=823\nnum_leaves=32\nnum_cat=0\nsplit_feature=25 28 0 158 71 178 99 52 176 76 2 178 148 234 34 181 88 46 170 144 183 4 237 18 234 45 236 60 231 49 51\nsplit_gain=1.86958 3.5016 2.26225 6.88702 4.47406 2.58815 6.99891 4.00897 3.04505 3.00888 2.88382 2.59468 8.35607 8.65705 15.6759 14.583 6.79657 6.14698 6.10826 6.09758 7.74915 6.07998 9.74097 15.7218 8.73144 7.06364 5.67143 5.65986 5.15055 5.60837 4.46598\nthreshold=-16.388038548752832 -3.2162868855620879 4.2500000000000009 4.7019488997986372 0.57279562542720452 23.822071923254743 2.4333549266198502 -0.0011049006043287546 35.618364109007381 1.8103531746518702 14.450000000000001 11.409311452040315 0.021941391941391945 44.80746791527568 -111.14862811999997 6.589753191601015 1.0087638541951902 -13.414181496079022 12.976081979924739 0.53490259740259749 5.7168193709799509 1.0000000180025095e-35 69.713030329679484 -0.0012607545062581097 44.80746791527568 -1.0000000180025095e-35 33.341313278210301 1.9124997340830898 54.554608939707471 2.0966735766531093 -0.0029896269996986693\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 -1 4 -4 5 8 10 -8 11 -9 -7 -2 17 15 -15 18 26 28 27 -17 -21 22 23 -19 25 -23 -16 -14 -13 -30 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9.9999999999999982 41 13.999999999999998 15.999999999999998 24 34 11.000000000000002 467 33 27 19 31 24 26 14.999999999999998 48\nleaf_count=17 4926 27 42 10 43 65 16 45 12 19 10 35 23 40 10 10 41 14 16 24 34 11 467 33 27 19 31 24 26 15 48\ninternal_value=0 -0.00186239 6.46522e-06 -0.00189408 2.57907e-05 4.10504e-07 0.00123567 0.00312845 -3.41591e-05 0.00412634 -0.000913816 -2.02166e-05 -0.000496444 -0.00201471 -5.93464e-05 -0.00370238 -0.00250461 7.69876e-05 -0.000106841 -0.00659277 -0.00766721 -0.000266954 7.1258e-05 -0.00385635 -0.00311453 -0.00610165 0.000427577 -0.0019263 0.0025836 0.00461308 0.000496327\ninternal_weight=0 44 6136 52 6084 6041 155 80 5886 64 75 5874 948 253 122 131 82 695 63 68 58 619 562 47 57 30 41 47 76 41 515\ninternal_count=6180 44 6136 52 6084 6041 155 80 5886 64 75 5874 948 253 122 131 82 695 63 68 58 619 562 47 57 30 41 47 76 41 515\nis_linear=0\nshrinkage=0.01\n\n\nTree=824\nnum_leaves=32\nnum_cat=0\nsplit_feature=182 234 96 233 236 59 96 89 51 234 16 224 187 141 124 95 25 57 86 237 58 153 61 12 103 231 166 225 236 233 175\nsplit_gain=1.86301 3.70517 2.34144 6.87147 5.00972 6.82099 4.33773 4.30181 3.72906 3.49492 6.57729 4.09516 3.1507 3.00011 2.87046 2.76455 6.46393 3.60462 3.99409 3.27368 2.84132 2.59776 7.98137 13.3818 10.0841 4.98087 10.805 9.39532 9.93806 6.04553 8.37586\nthreshold=66.547010175509286 1.0000000180025095e-35 0.99385392170740461 48.597025441250928 38.217948399965721 52.751629178294088 1.7517369509612906 0.95039997360190465 -0.00028056992069368496 1.0000000180025095e-35 -0.0056104762819095041 0.011111111111111106 2.1340958049886627 1.0000000180025095e-35 1.0000000180025095e-35 2.7344189545620092 -3.5214843749999996 -1.2956155132377289 0.65775951118287279 46.445220700660499 -0.96027885890517795 0.81404341796268176 -0.021829710100446421 3.7038108937732215 0.27873735859386539 50.76505141373223 10.137708422044255 0.019368858654572937 46.00802260721305 33.740068943746643 5.7779014031634324\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 -2 13 6 8 12 -4 9 -5 10 -7 -11 -6 14 15 19 -17 20 -19 -1 -18 -21 23 24 -23 26 -24 28 -27 -30 -31\nright_child=1 -3 3 4 5 7 -8 -9 -10 11 -12 -13 -14 -15 -16 16 17 18 -20 21 -22 22 25 -25 -26 27 -28 -29 29 30 -32\nleaf_value=-0.0032691362306630683 -0.0046607017256148683 0.00066041531757739496 -0.0043205405896645319 -0.0050095020665928778 0.0044407285932422233 -0.00063128195189220344 0.0013315176918632615 -0.0037193756319578975 0.0010643754917411127 -0.0029753978846274367 0.0042483606694544438 0.0020141728247473627 -0.00015120325115933357 -0.0039090601799815902 -0.0033444960826464684 -0.0064491092123432547 -0.0032316936554168041 -0.00046662730697827413 0.0037160842937753627 0.00011054775362833516 0.0010209858642814987 -0.00018448570807843976 -1.143004174240491e-05 -0.00066865152474683543 -0.011493807487268214 0.0037407477632855138 0.0054820199287038416 -0.0061208996600773235 0.002533295799482538 0.00065035256114118895 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5814 5804 5788 177 166 101 5611 65 5591 493 119 27 374 226 148 126 89 72\nis_linear=0\nshrinkage=0.01\n\n\nTree=825\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 25 233 102 233 136 58 158 18 49 234 161 177 223 52 35 52 18 87 52 31 0 22 221 177 66 170 73 77 147 81\nsplit_gain=1.86397 4.8412 5.58805 6.04641 2.79319 2.13491 3.46789 2.85081 2.53029 4.80716 2.48776 20.4098 18.2791 12.109 14.777 12.6553 10.787 13.8271 10.6393 10.1849 15.3823 9.54525 12.7449 14.7004 12.0147 9.42351 11.026 9.76203 9.08486 9.02243 8.39289\nthreshold=1.0000000180025095e-35 10.380951248513673 39.449924859160099 0.15730644000820837 36.293171508032565 -1.3693518518518513 -9.5820231359641195 19.753086429611127 -0.4097052881381073 -3.6973496888222579 1.0000000180025095e-35 11.681412419811817 26.365402299451329 0.06414682539682541 0.0019549102093566455 1309.9681954276468 0.0018377398229503402 -0.056654786529501434 1.1320970816781175 0.0063321963694150159 -153.14625850340136 1.0500000000000003 0.37763128112267902 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569 1274 1243 470 93 363 109 773 116 84 657 612 192 420 31 173 247\ninternal_count=6180 6165 120 90 30 6045 83 5962 5937 26 5911 1963 1870 1843 569 1274 1243 470 93 363 109 773 116 84 657 612 192 420 31 173 247\nis_linear=0\nshrinkage=0.01\n\n\nTree=826\nnum_leaves=32\nnum_cat=0\nsplit_feature=51 63 0 17 51 19 181 19 33 82 51 54 233 233 88 153 12 233 225 148 72 5 69 53 237 40 27 236 44 236 44\nsplit_gain=1.8762 10.8141 5.20923 8.18804 9.85639 7.6628 5.07602 4.88076 4.83074 4.76486 4.40054 9.32461 5.58116 13.3583 13.2396 18.8704 10.9113 8.16407 9.29626 7.01853 6.3686 4.76326 4.64642 4.34014 9.6485 6.52922 5.42581 9.96826 8.89335 5.85952 48.6354\nthreshold=-0.0014331493284469748 -0.042522643109656921 1.3500000000000003 0.007727299438596796 1.0000000180025095e-35 -16.439344467184302 27.818883581749066 -2.6540642722117171 -608.97288232653079 0.67220514790626207 -0.0036471419962022249 -0.017562979838615426 4.1161896666337494 8.425741474517972 1.0618153933351744 0.64353273814005318 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0.0065817288642731758 -0.003584257113413823 0.0073544810759584725 -0.0044101876459612631 0.002772418871519786 -0.0059435609154451213 0.0047961725534355747 0.0049055356252944438 0.0047872275739627001 0.00090131819323926489 0.0049021410101415044 -0.0067360813332115674 -0.0010915785110879907 5.7801333719604994e-05 -0.0039433820267661479\nleaf_weight=19 15.000000000000002 47 15.000000000000002 29 139 646 80 24 11.999999999999998 11.999999999999998 360 28 9.9999999999999982 26 13.000000000000002 37 9.9999999999999982 28 22 11.000000000000002 20 9.9999999999999982 70 78 49 188 9.9999999999999982 31 104 3833 204\nleaf_count=19 15 47 15 29 139 646 80 24 12 12 360 28 10 26 13 37 10 28 22 11 20 10 70 78 49 188 10 31 104 3833 204\ninternal_value=0 -0.000401046 -0.000200997 -0.0014554 -0.00215708 0.000211005 0.000431576 -0.00493366 -0.0042336 -0.0057102 6.65186e-05 0.000991288 -2.5452e-05 -6.43922e-05 -0.00387964 -0.00680976 0.000906723 1.06713e-05 0.00373868 0.00300509 -0.000230277 -0.00280744 0.00356903 -3.70313e-05 0.00118075 0.00186602 -0.000115373 -0.00195211 -0.00276289 -4.60766e-05 -0.00141163\ninternal_weight=0 1019 992 239 210 753 726 71 27 27 5161 458 4703 4653 80 47 33 4573 48 50 31 23 98 4525 265 237 4260 145 135 4115 282\ninternal_count=6180 1019 992 239 210 753 726 71 27 27 5161 458 4703 4653 80 47 33 4573 48 50 31 23 98 4525 265 237 4260 145 135 4115 282\nis_linear=0\nshrinkage=0.01\n\n\nTree=827\nnum_leaves=32\nnum_cat=0\nsplit_feature=182 234 96 233 236 59 154 234 16 154 96 98 4 141 181 124 95 25 57 86 237 58 234 154 233 0 84 79 233 100 24\nsplit_gain=1.86049 3.58644 2.17645 6.48528 4.77917 6.61018 4.25916 4.15988 4.81348 4.5473 4.13661 3.59658 3.02818 2.87391 2.8422 2.80436 2.66221 6.33947 3.40219 3.83814 3.13336 2.73848 2.63612 3.07507 2.55278 17.1013 18.8022 12.1019 10.6051 28.0759 15.56\nthreshold=66.547010175509286 1.0000000180025095e-35 0.99385392170740461 48.597025441250928 38.217948399965721 52.751629178294088 0.90871409142256621 1.0000000180025095e-35 -0.0056104762819095041 0.71050707368517652 1.7517369509612906 20.215604634594794 1.0000000180025095e-35 1.0000000180025095e-35 30.397073593883785 1.0000000180025095e-35 2.7344189545620092 -3.5214843749999996 -1.2956155132377289 0.65775951118287279 46.445220700660499 -0.96027885890517795 1.0000000180025095e-35 0.91042247167154788 36.293171508032565 3.7500000000000004 1.0885014081962894 0.85728843167701874 39.449924859160099 14.543333598838945 -1.734001040582726\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 -2 13 10 11 12 7 8 -7 -9 -4 -5 14 15 -6 16 20 -18 21 22 -1 -19 23 -20 25 27 -27 -22 29 30 -26\nright_child=1 -3 3 4 5 6 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 17 18 19 -21 24 -23 -24 -25 28 26 -28 -29 -30 -31 -32\nleaf_value=-0.0031971259367797474 -0.0046143193757992246 0.00062745237868716758 -0.0042122943031778692 -0.0049188259793039712 0.0065177205989374355 -0.00027872526639003586 -0.0038383307605400984 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0.00134984 0.00176597 0.000423374 0.000966445 0.00213409 -0.0011669 -0.00243787 -0.00223408 0.0036389 -4.07667e-05 0.00443717 -2.76788e-05 -1.29366e-05 -0.00118672 -0.000500327 0.000642146 2.61358e-05 -0.00212448 -0.000461329 0.00131519 4.33535e-05 0.000649028 0.00505888 2.2128e-05 -3.1836e-05 -0.00240816 -0.00480698\ninternal_weight=0 38 6142 328 284 259 158 147 95 52 44 25 101 5814 80 5804 5788 177 166 101 5611 65 80 37 5591 609 67 542 4982 171 124\ninternal_count=6180 38 6142 328 284 259 158 147 95 52 44 25 101 5814 80 5804 5788 177 166 101 5611 65 80 37 5591 609 67 542 4982 171 124\nis_linear=0\nshrinkage=0.01\n\n\nTree=828\nnum_leaves=32\nnum_cat=0\nsplit_feature=51 63 231 153 72 51 84 147 242 68 80 82 162 76 36 143 232 243 236 233 69 51 54 233 233 157 85 48 233 144 148\nsplit_gain=1.83862 10.5318 4.79502 15.4649 11.8507 9.05789 8.83106 6.31515 5.75299 5.10714 6.60041 4.94829 4.64024 4.46198 4.92464 4.42214 6.61958 9.5806 11.9396 7.48627 6.22668 4.15915 8.79886 5.23552 12.942 12.8425 10.339 8.27548 7.83886 8.98503 6.82148\nthreshold=-0.0014331493284469748 -0.042522643109656921 50.76505141373223 0.38335766476954652 -0.062730110298957073 -0.00093029794790423488 0.87469564278264744 0.30561094815502726 65.19010727151263 -0.094887215871845745 1.4622935471251652 1.0676014219287018 6.751336441644562 0.99023503897368681 -487.98484996607027 0.3299338729164773 12.208168994811833 69.713030329679484 38.217948399965721 39.449924859160099 -0.091320674875442251 -0.0036471419962022249 -0.017562979838615426 4.1161896666337494 8.425741474517972 9.4631927560704714 1.0665395619983857 3.1414242601390092 21.150357948628422 0.63284313725490204 0.0035714285714285956\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=21 12 3 -3 5 -5 8 15 -4 11 13 -7 -2 -11 -15 -8 -17 20 -19 -20 -18 23 -23 30 25 26 -25 -27 29 -26 -1\nright_child=1 2 6 4 -6 9 7 -9 -10 10 -12 -13 -14 14 -16 16 17 18 19 -21 -22 22 -24 24 28 27 -28 -29 -30 -31 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360 98 17 28 30 20 13 4525 20 31\ninternal_value=0 -0.000396616 -0.000199187 0.000348062 -0.000135762 0.000349579 -0.00106687 -0.00179362 0.00192696 0.000773129 0.00175957 -0.000286025 -0.00563602 0.00110892 0.00205704 -0.00107565 -0.00210741 -0.00308513 -0.00474751 -0.00661258 0.00100216 6.62416e-05 0.000965289 -2.31742e-05 -6.08924e-05 -0.00381621 0.000560401 -0.00697732 1.29866e-05 0.00366599 0.00291203\ninternal_weight=0 1019 992 612 568 517 380 309 71 474 242 232 27 222 149 260 154 124 87 66 37 5161 458 4703 4653 80 37 43 4573 48 50\ninternal_count=6180 1019 992 612 568 517 380 309 71 474 242 232 27 222 149 260 154 124 87 66 37 5161 458 4703 4653 80 37 43 4573 48 50\nis_linear=0\nshrinkage=0.01\n\n\nTree=829\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 25 233 102 233 136 20 15 158 18 49 54 234 73 185 187 54 13 236 5 224 51 236 85 83 236 83 20 56 239 16\nsplit_gain=1.84442 4.61071 5.14333 5.86154 2.54039 2.01498 3.27204 2.78985 2.63923 2.48587 4.71642 2.30137 7.11075 10.1732 9.98965 7.53787 11.5701 7.2685 6.28681 22.0947 10.1322 9.85139 10.3209 8.18902 7.98039 7.51808 11.6561 9.49283 7.42972 6.13072 6.43323\nthreshold=1.0000000180025095e-35 10.380951248513673 39.449924859160099 0.15730644000820837 36.293171508032565 -1.3693518518518513 -18.81558702542279 170.23830271634264 19.753086429611127 -0.4097052881381073 -0.15425726935655001 0.47249225467545136 1.0000000180025095e-35 -0.12599612714796821 -1.0000000180025095e-35 2.1512391345427067 0.65951142500682935 0.90497182693197942 46.00802260721305 4.5983707103839233 0.029470996732026151 -0.017133123714686619 38.217948399965721 1.1407152733032724 0.48925945788822051 51.965606105669593 0.48992340306730281 6.8062499999999986 70.557971978033592 52.318744986256782 -0.020942991312608423\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 5 4 -4 -3 6 -2 -8 9 10 -7 -11 13 14 17 16 -15 -13 19 20 -14 22 -21 25 -25 -20 29 -28 -23 -27 -31\nright_child=1 2 3 -5 -6 8 7 -9 -10 11 -12 12 18 15 -16 -17 -18 -19 23 21 -22 28 -24 24 -26 26 27 -29 -30 30 -32\nleaf_value=-0.0027210754431015701 0.0015109337311594332 0.0010283640251934453 -0.0012211446820794222 0.0042519954997013269 -0.0036304479154312392 0.001307933856600871 -0.0044142941915637796 -0.00037968858860806635 0.0027214398960624248 -0.00011839943976404379 -0.0054596621274046429 -0.0013695398404126918 0.00093077685351076209 -0.0082721041428519809 0.0011529807338894551 0.0037156145344001386 -0.00025474287131375777 0.0065540908139109502 -0.0071038310774678417 -0.0042986951768670583 -0.0049962566555273652 0.0018050022976681169 0.0040855026641746462 0.0021583334885897183 -0.0010368821902187455 -0.0054216788532298731 -0.010263214123615085 -0.0010618816799820982 0.010194253897859638 -0.0015301881616815451 0.0013703368246409712\nleaf_weight=14.999999999999998 20 17 21 69 13.000000000000002 13.000000000000002 28 35 25 4672 12.999999999999998 9.9999999999999982 59 10.999999999999998 156 26 131 67 13.999999999999998 14.999999999999998 42 22 26 148 146 12.999999999999998 13.999999999999998 26 27 140 146\nleaf_count=15 20 17 21 69 13 13 28 35 25 4672 13 10 59 11 156 26 131 67 14 15 42 22 26 148 146 13 14 26 27 140 146\ninternal_value=0 6.11754e-07 0.00186398 0.00298052 -0.00139336 -3.93956e-05 -0.00150001 -0.00253191 -1.65839e-05 -3.26701e-05 -0.00265249 -1.66863e-05 0.000364729 0.00144233 0.00275172 -0.00042624 -0.00137916 0.00548591 -0.000161853 0.00138794 -0.001762 0.00474558 0.000776681 -0.000633528 0.000589681 -0.00164047 -0.00121776 -0.0056909 0.00737199 -0.000454545 -5.32286e-05\ninternal_weight=0 6165 120 90 30 6045 83 63 5962 5937 26 5911 1239 401 233 168 142 77 838 191 101 90 41 647 294 353 339 40 49 299 286\ninternal_count=6180 6165 120 90 30 6045 83 63 5962 5937 26 5911 1239 401 233 168 142 77 838 191 101 90 41 647 294 353 339 40 49 299 286\nis_linear=0\nshrinkage=0.01\n\n\nTree=830\nnum_leaves=32\nnum_cat=0\nsplit_feature=17 90 1 0 103 41 68 66 239 77 225 158 239 53 157 147 59 179 165 72 65 52 236 143 236 31 0 50 164 233 233\nsplit_gain=1.84243 2.009 5.62722 6.33639 8.9272 7.69205 5.90854 4.44275 4.29339 4.51275 4.95591 4.28613 3.94698 34.4383 22.2229 12.7301 9.45802 6.15574 5.85283 5.11805 4.96564 4.92688 18.7873 17.2858 10.6303 8.80739 10.0967 9.86379 7.20289 6.1614 8.22392\nthreshold=0.6618753121673705 0.49791925207657023 1.9850000000000001 3.7500000000000004 0.35558008327836216 -0.91203497460937177 0.12336369114293934 -0.056429726503704779 52.318744986256782 0.47692368090531162 0.02392448537856701 4.5382485177010912 52.318744986256782 -0.043746720451265902 10.285597529246003 0.27432430216770093 46.960747423394217 36.609022462119988 22.765768018116145 -0.33746742478085751 -0.0090361658057752873 0.0010848216781443253 46.00802260721305 0.17241632413388144 46.00802260721305 50.295857988165679 3.7500000000000004 0.026706970068877903 6.0541039488047863 48.597025441250928 21.150357948628422\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 3 4 5 -1 7 -7 -4 10 -10 -11 13 14 16 18 -3 19 -15 21 -16 24 23 -23 -14 26 29 -28 -26 30 -24\nright_child=-2 12 8 -5 -6 6 -8 -9 9 11 -12 -13 17 15 20 -17 -18 -19 -20 -21 -22 22 25 -25 28 -27 27 -29 -30 -31 -32\nleaf_value=-0.00013537937310437547 -0.0027757291481515407 -0.0021904347034945289 -0.0040847611856414372 -0.0010233760363849646 -0.00057426267188519643 0.0011361588599613803 -0.00013154171333284905 0.0084008579376671083 -0.00042973523357224633 0.00038352383911772271 -0.0049655682209034406 0.0039169740603641721 0.0039077439272259939 0.013853188062995956 -0.012206934853055027 0.00054797068773779201 0.0055039402377061461 -0.0018831258459535405 0.0020986567676959996 -0.0001566711451432442 -0.0016058152640538842 0.0031424673511601039 0.0044921427328751462 -0.0061229222134874259 0.0003912174146214173 -0.00096792920548924473 0.012170751348684259 0.00089566588591087019 -0.0038231372385852569 0.0034175633852266719 -0.0022776911368956811\nleaf_weight=27 13.999999999999998 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64\nis_linear=0\nshrinkage=0.01\n\n\nTree=831\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 25 233 102 233 94 139 58 231 12 31 40 236 47 0 99 67 236 37 78 157 231 75 127 20 42 165 37 74 56 45\nsplit_gain=1.84152 4.33558 4.8929 5.55848 2.45432 2.04179 5.35501 17.1022 7.98907 22.5558 7.95354 8.59437 7.2394 15.9461 13.1785 6.91688 13.1153 8.64309 13.2045 12.3369 6.04528 6.00323 21.0093 7.99782 4.92553 4.88222 5.49115 4.82856 4.72064 4.68835 4.73704\nthreshold=1.0000000180025095e-35 10.380951248513673 39.449924859160099 0.15730644000820837 36.293171508032565 -0.28541726132023754 8.8175294504343942 -21.221259095560114 20.06391648001469 3.0320144160723879 18.775756143667302 1.282888265306122 46.00802260721305 4.192642277488611 1.0500000000000003 2.4269481314070958 -0.013017876577199298 51.965606105669593 65.722036803437064 1.1171233829043179 10.102234986010957 20.06391648001469 1.4769423026572859 3.3155912092245674 -31.39612268518518 -0.28600807742214418 5.6442185428336265 -80.274096822311094 0.18589996711874665 28.150778120493211 -26.152210824469012\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 5 4 -4 -3 6 21 -8 9 -9 15 12 20 -14 -15 -10 17 19 27 -17 -12 22 23 -2 -13 -20 -27 -19 29 30 -23\nright_child=1 2 3 -5 -6 -7 7 8 10 -11 11 24 13 14 -16 16 -18 18 25 -21 -22 28 -24 -25 -26 26 -28 -29 -30 -31 -32\nleaf_value=-0.0027173814279844726 0.0022333685400408206 0.0010130023737151875 -0.0011922037478479715 0.0041366678527908337 -0.0035656101366384296 0.00043894518092168718 -0.01010726418257096 -0.012183300344809798 0.00037586533145296525 0.0036268977183130458 -0.000345736168101105 0.00046137884966031734 0.0035083448405897688 0.0040715691024776294 -0.0044383671997048841 -0.011069443168044004 -0.0088226789965876115 0.00057941082530107871 0.001295951796194359 0.00012051648070252745 0.0084755823617893872 0.00076439611940101336 -0.0054624130360897694 0.010067117674040197 -0.0061334263076055062 -0.0018416603155388799 -0.0086104574357269252 0.0057844970855425379 0.0017852391986180709 -6.9162603030085135e-05 -0.0061706113216618329\nleaf_weight=14.999999999999998 47 17 21 69 13.000000000000002 776 9.9999999999999982 10.000000000000002 131 9.9999999999999982 10.000000000000002 19 93 15.999999999999998 59 10.000000000000002 19 48 15.999999999999998 19 15.999999999999998 13.000000000000002 15.999999999999998 13.999999999999998 13.999999999999998 47 10.999999999999998 21 127 4458 14.999999999999998\nleaf_count=15 47 17 21 69 13 776 10 10 131 10 10 19 93 16 59 10 19 48 16 19 16 13 16 14 14 47 11 21 127 4458 15\ninternal_value=0 2.16284e-06 0.00180908 0.00289838 -0.00136645 -3.6635e-05 -0.000107376 -0.00100611 -0.000674362 -0.00570427 -0.000392357 0.00101519 0.00183541 0.000904343 -0.00235749 -0.00138533 -0.00255187 -0.00141246 -0.000256041 -0.00558702 0.00592918 5.48195e-06 0.00260793 0.00519596 -0.00311215 -0.00300118 -0.00420286 0.00269526 -4.35053e-05 -9.91332e-05 -0.00359695\ninternal_weight=0 6165 120 90 30 6045 5269 579 569 20 549 227 194 168 75 322 191 172 143 29 26 4690 77 61 33 74 58 69 4613 4486 28\ninternal_count=6180 6165 120 90 30 6045 5269 579 569 20 549 227 194 168 75 322 191 172 143 29 26 4690 77 61 33 74 58 69 4613 4486 28\nis_linear=0\nshrinkage=0.01\n\n\nTree=832\nnum_leaves=32\nnum_cat=0\nsplit_feature=0 158 71 60 68 25 85 178 99 52 43 176 232 232 84 221 53 176 17 153 61 0 86 53 139 103 153 81 98 236 150\nsplit_gain=1.84511 7.10936 4.32046 2.67216 2.47924 2.18604 3.07685 2.57412 5.93671 3.87955 2.90141 2.87029 2.92213 9.28965 20.1686 8.10245 7.16988 6.03595 4.60775 2.70134 8.8912 12.711 13.914 9.74079 6.05653 5.26943 4.83163 9.89008 6.96111 4.97419 31.7766\nthreshold=4.2500000000000009 4.7019488997986372 0.60602929386150517 1.3507713466272739e-15 -0.0072085253304464388 -16.388038548752832 1.0851852993906972 23.822071923254743 2.4333549266198502 -0.0011049006043287546 -3.581650262146594 35.618364109007381 12.208168994811833 59.875678543069718 1.4778173561199883 0.10493827160493831 -0.016371044557672739 16.763620010561549 0.0068970525709758654 0.80140671825464482 -0.021829710100446421 2.7500000000000004 0.55627042458659026 -0.14961361742234167 7.840407906074506 0.34189242269290371 0.7866311902548222 1.2061699325770319 15.584083504406818 28.697223293649227 0.57912372144060853\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 3 5 -2 -5 6 -1 11 -9 -10 -11 12 15 14 -14 16 18 -17 -7 26 21 22 23 -21 -23 -24 29 -28 -29 30 -15\nright_child=1 -3 -4 4 -6 7 -8 8 9 10 -12 -13 13 19 -16 17 -18 -19 -20 20 -22 24 25 -25 -26 -27 27 28 -30 -31 -32\nleaf_value=-0.0036664079439276309 0.0033204961179862419 -0.0066479507498402035 0.0035107655777348134 -0.0030825416191044416 0.00136426180379194 -0.0012040722795724304 0.0010697257440374964 -0.00067801983356329302 -0.00061972423591758028 0.00039811280546736571 0.0051592605174182963 -0.0036361901399745871 -8.3075311134630877e-05 -0.0042996721558630838 -0.01217084091768131 0.0058938217885360442 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-0.00832378 0.00139784 -0.00144932 6.25825e-05 0.0016061 0.00597483 8.27454e-07 -0.00120248\ninternal_weight=0 53 6127 43 32 6102 43 6059 169 85 64 5890 5878 5713 55 165 72 93 46 5658 599 180 125 40 55 85 5059 185 31 4874 311\ninternal_count=6180 53 6127 43 32 6102 43 6059 169 85 64 5890 5878 5713 55 165 72 93 46 5658 599 180 125 40 55 85 5059 185 31 4874 311\nis_linear=0\nshrinkage=0.01\n\n\nTree=833\nnum_leaves=32\nnum_cat=0\nsplit_feature=2 234 233 223 47 47 184 70 231 173 231 45 32 157 190 103 237 131 167 234 176 10 233 97 236 95 36 232 232 20 28\nsplit_gain=1.81258 2.89801 5.87994 3.31535 2.04728 3.80852 6.91408 3.57614 3.55244 4.16387 2.87673 7.68706 3.6683 2.6758 2.6337 6.42073 2.9725 2.9249 3.98218 4.22389 3.57062 3.166 2.84079 4.55918 4.14237 2.83504 8.18891 3.9112 8.09655 20.6537 7.1882\nthreshold=0.0058100000000000001 1.0000000180025095e-35 48.597025441250928 0.045709706959706962 -31.029065733860445 -27.1876592981301 1.8602892665553881 0.5783908460888546 54.554608939707471 4.9630478319555786 1.0000000180025095e-35 -10.292069018935626 -11.133224206591574 5.0452529578939584 0.53210145155318533 0.21982666475744497 46.445220700660499 0.6639175046662702 5.6906571347660124 12.208168994811833 35.618364109007381 293.77777777777783 48.597025441250928 11.898499184527809 51.965606105669593 2.7869253707916815 -112.72330627278554 12.208168994811833 59.875678543069718 -13.522435897435898 -16.56127017007692\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 3 -3 -1 8 6 -6 10 9 -2 11 13 -13 -7 16 22 -12 20 -19 -20 25 -21 -16 24 -24 27 -27 30 29 -29 -18\nright_child=4 2 -4 -5 5 7 -8 -9 -10 -11 14 12 -14 -15 15 -17 17 18 19 21 -22 -23 23 -25 -26 26 -28 28 -30 -31 -32\nleaf_value=0.0022603542016595506 0.0052948880900616406 0.0013693232158122693 -0.0031868725990717808 -0.0016493170655455288 -0.0060085618468808978 0.001116135826764803 0.0021890218091943367 -0.0032657346375462972 -0.0014482310943080786 0.00044043018572302822 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1.70117e-05 0.0014398 0.00254236 3.54566e-05 0.00203613 0.00426711 -0.00221904 1.09171e-05 0.00157273 -1.81107e-05 -1.24235e-06 0.00159881 -0.000550569 -3.33329e-05 0.001451 0.000182495 0.000998224 0.00275926 -1.81395e-05 -0.0016783 1.24747e-05 -3.55234e-05 -0.00348983 0.00149662\ninternal_weight=0 186 117 69 5994 5904 27 5877 90 66 5854 61 40 21 5793 96 5697 5676 102 46 5574 32 81 71 44 5564 91 5473 5311 57 162\ninternal_count=6180 186 117 69 5994 5904 27 5877 90 66 5854 61 40 21 5793 96 5697 5676 102 46 5574 32 81 71 44 5564 91 5473 5311 57 162\nis_linear=0\nshrinkage=0.01\n\n\nTree=834\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 25 233 102 233 90 236 55 143 11 231 80 228 14 236 0 73 0 68 63 231 165 55 53 46 234 31 236 189 173 231\nsplit_gain=1.80247 4.00316 4.61864 5.26274 2.37469 1.96586 7.20709 8.17503 6.87135 13.2855 6.7799 11.8725 7.56659 9.13045 6.3932 18.5001 13.0888 6.19568 5.59833 5.43678 8.8899 28.6791 15.7696 5.84096 6.63673 5.84599 5.312 9.4862 15.4385 7.91793 7.55641\nthreshold=1.0000000180025095e-35 10.380951248513673 39.449924859160099 0.15730644000820837 36.293171508032565 0.78043993907020703 1.0000000180025095e-35 -0.0041709884754646638 0.3893263342082241 3.6365039281705953 20.06391648001469 1.2215241889175998 0.013124999999999996 161.16324745849633 1.0000000180025095e-35 3.7500000000000004 -0.21339244452544762 1.0500000000000003 -0.02449261664098942 0.05297246956661681 20.06391648001469 6.0192633003720628 -0.13693518752395945 -1.0000000180025095e-35 2.4426991552089787 1.0000000180025095e-35 14.789256198347109 19.61427087226987 0.87175839778289643 4.5924761158733221 54.554608939707471\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 5 4 -4 -3 8 7 -7 14 -10 11 -8 -12 -14 15 16 -2 -11 -19 20 21 22 -16 24 -21 -26 -22 28 -28 -29 -31\nright_child=1 2 3 -5 -6 6 10 -9 9 17 12 -13 13 -15 19 -17 -18 18 -20 23 26 -23 -24 -25 25 -27 27 29 -30 30 -32\nleaf_value=-0.0026898839165081317 0.011195686537268126 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20.000000000000004 287 10.999999999999998 126 88\nleaf_count=15 16 17 21 69 13 10 10 10 16 18 2921 42 30 19 11 12 13 63 46 11 2091 28 14 12 65 55 20 287 11 126 88\ninternal_value=0 6.74974e-07 0.00173694 0.00279595 -0.0013448 -3.66036e-05 0.000142345 -0.00473612 -0.000217747 -0.00228263 0.000190146 0.00346338 0.000121407 -0.003425 -0.00010691 0.00340286 0.00708805 -0.000876189 -0.00181816 -0.000169804 -6.47353e-05 -0.00377689 -0.0099292 -0.00200325 -0.00265183 -0.0015929 2.43315e-05 0.000906905 0.00553815 0.00051757 -0.000914236\ninternal_weight=0 6165 120 90 30 6045 3042 20 3003 143 3022 52 2970 49 2860 41 29 127 109 2819 2676 53 25 143 131 120 2623 532 31 501 214\ninternal_count=6180 6165 120 90 30 6045 3042 20 3003 143 3022 52 2970 49 2860 41 29 127 109 2819 2676 53 25 143 131 120 2623 532 31 501 214\nis_linear=0\nshrinkage=0.01\n\n\nTree=835\nnum_leaves=32\nnum_cat=0\nsplit_feature=0 158 71 60 68 90 231 65 64 91 234 236 29 165 147 231 76 82 0 61 77 224 77 0 242 97 78 36 233 42 52\nsplit_gain=1.78266 6.86822 4.10464 2.56148 2.27826 2.06547 4.60751 4.47827 5.41789 5.09921 8.36639 10.7971 7.92372 5.94594 4.25567 4.05726 12.3079 8.03581 11.4806 8.21567 8.01192 7.47514 6.24811 6.11675 7.08217 5.59945 5.58291 3.92906 3.63312 13.4371 11.8578\nthreshold=4.2500000000000009 4.7019488997986372 0.60602929386150517 1.3507713466272739e-15 -0.0072085253304464388 1.100455662791455 20.06391648001469 -0.04186916827231725 0.016106508232270323 1.1865305495187206 1.0000000180025095e-35 46.00802260721305 1.1651475077932723 6.6377865767060316 0.030687085525970496 70.266857642924421 1.4617905358913996 1.2570779395573262 3.7500000000000004 -0.00044561377835447997 1.4285175530820899 0.021489403842345024 0.91644498655617412 1.3500000000000003 55.352755484902865 11.899797537743828 1.4530319409318679 -8.6640036121629915 12.526264682419171 -0.12473485000000227 0.0015182429080816103\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 3 5 -2 -5 14 -7 8 -8 10 12 -12 -10 -13 -1 17 22 18 20 -20 26 -19 23 -17 -25 -23 27 -9 29 -16 -31\nright_child=1 -3 -4 4 -6 6 7 15 9 -11 11 13 -14 -15 28 16 -18 21 19 -21 -22 25 -24 24 -26 -27 -28 -29 -30 30 -32\nleaf_value=0.0034852577307763494 0.0032517915149906907 -0.006535308225904043 0.0034209668751393313 -0.0029735239847747093 0.0012923872096907722 0.0042771553149928716 0.0005126606166976598 -0.00060804779507944229 0.0056366130705567683 -0.0074913952565943877 0.0019674591840104201 -0.0084424772352199983 -0.002779902343344672 -0.00016951380951661933 -0.0047824590899371664 -0.0041187830178342653 0.0049233784768975336 0.00024281256160926963 -0.00054327662313921718 0.007281889680402171 -0.0061011313414679096 -0.0072669148576241039 -0.0075019379847192586 -0.0032140615595864473 0.0037999961790053777 0.00022379608889900243 0.0051679958238645884 0.0014828775720057128 8.3470426029471235e-05 -0.0020585798641857777 0.0041715471437660176\nleaf_weight=26 10.999999999999998 9.9999999999999982 25 15.999999999999991 16.000000000000007 9.9999999999999982 50 259 15.000000000000002 14.999999999999998 17 26 11.999999999999998 11.999999999999998 60 35 12.999999999999998 49 18 31 9.9999999999999982 26 17 14.999999999999995 25.000000000000004 12.999999999999998 12.999999999999998 125 5106 58 46\nleaf_count=26 11 10 25 16 16 10 50 259 15 15 17 26 12 12 60 35 13 49 18 31 10 26 17 15 25 13 13 125 5106 58 46\ninternal_value=0 -0.00168457 6.19041e-06 0.000463737 -0.0010407 -1.33742e-05 -0.000481738 -0.000593848 -0.00211022 -0.00338378 -0.00189978 -0.00391596 0.00215561 -0.00640955 5.86798e-05 -0.000223576 -0.00193054 0.000134792 0.000679851 0.00480247 8.02515e-05 -0.00247077 -0.00328676 -0.00156114 0.00105297 -0.00523391 0.000382033 9.29533e-05 3.52056e-05 -0.00138591 0.000821256\ninternal_weight=0 53 6127 43 32 6102 806 796 147 97 82 55 27 38 5296 649 105 544 456 49 407 88 92 75 40 39 397 384 5270 164 104\ninternal_count=6180 53 6127 43 32 6102 806 796 147 97 82 55 27 38 5296 649 105 544 456 49 407 88 92 75 40 39 397 384 5270 164 104\nis_linear=0\nshrinkage=0.01\n\n\nTree=836\nnum_leaves=32\nnum_cat=0\nsplit_feature=241 55 233 233 230 233 0 15 46 42 164 32 233 185 99 233 1 233 233 221 69 131 78 223 144 236 181 96 180 162 36\nsplit_gain=1.7746 1.77877 9.42154 9.77039 21.6373 10.0184 13.9788 15.3587 13.953 13.1288 9.56237 9.2743 9.18263 9.81861 7.5341 7.28896 16.5402 8.35399 10.1071 9.00179 6.98089 6.49414 7.20194 6.39649 6.35233 6.24659 28.9348 20.8097 21.7069 18.7286 18.3469\nthreshold=30.898135100226654 -0.0021365587375145197 4.1161896666337494 8.425741474517972 0.43650793650793657 36.293171508032565 1.3500000000000003 164.3273567360549 -13.414181496079022 1.4488073696808523 5.6302454023764161 201.46072865725071 1.0000000180025095e-35 0.39140573822121477 2.4423990094981343 17.844779279071584 2.7550000000000003 24.147054478003209 36.293171508032565 0.10233310233310237 0.016696927301919549 0.28084104938271776 1.4110934296848532 0.059955555555555567 0.66522988505747138 46.00802260721305 46.878509267830502 0.97264635929169263 24.27029479303258 29.790428279840441 95.765823241847428\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 2 14 4 -4 6 8 24 -5 11 -9 -10 13 -3 -2 16 -14 19 -19 -17 -6 22 -20 -21 -8 26 27 30 29 -29 -7\nright_child=1 12 3 5 20 25 7 10 9 -11 -12 -13 15 -15 -16 17 -18 18 21 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 -32\nleaf_value=0.0028236854933344074 0.0062073648609504263 -0.0075679721595166586 0.0034164844986770766 0.0054517945921222586 -0.0097034184663641176 -0.010830952179999926 0.0074393997906316515 0.0026339399685030604 -0.005249296670924262 0.0037874075560108428 -0.0069107892591312101 0.0003772797007770861 -0.0034311074336659882 0.0020537922844809518 -0.0019995445691264918 -0.0030623113849126667 0.0065969131092973813 0.0068393783158158875 0.00031196130405211999 0.0049277154080994154 -0.00015489554858307743 0.0040185029205908936 -0.0035733357971525631 -0.0012163463753133142 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188 38 1920 1884 52 89 3584 604 569 530 505 39\ninternal_count=6180 6168 3958 3918 58 3860 276 113 163 138 24 111 2210 31 40 2179 57 2122 1934 188 38 1920 1884 52 89 3584 604 569 530 505 39\nis_linear=0\nshrinkage=0.01\n\n\nTree=837\nnum_leaves=32\nnum_cat=0\nsplit_feature=128 180 95 96 85 83 234 189 2 55 0 233 243 177 102 243 102 53 53 14 236 53 190 24 72 236 112 78 236 97 143\nsplit_gain=1.78241 3.19008 2.32963 2.12645 5.12833 5.87952 4.96026 5.97898 5.47851 4.03232 5.03496 3.60233 3.13011 8.14962 4.32131 4.38557 3.57018 2.93381 10.3817 9.19933 3.95629 3.59161 5.89051 5.9853 7.05875 4.56616 38.2143 32.4865 20.7209 19.3017 17.0827\nthreshold=3.2881944444444451 12.994930787338371 0.99497344646976138 0.95750733966626445 1.2345671262299731 0.54930165770125983 19.61427087226987 0.41133667450752986 1.7800000000000002 -0.021340421934194376 1.3500000000000003 36.293171508032565 55.352755484902865 11.662305585041318 0.35170371163732034 29.041074809671311 0.79082850763548729 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0.000524035 -0.00132301 0.0020516 -0.00493803 0.00185327 0.00269787 -4.64779e-05 0.000853599 -0.000849527 0.00184764 0.000310948 0.00235189 -0.00207641 0.00379498 0.00522272 -1.24381e-05 0.00125161 -0.000294489 -0.000103287 0.000248853\ninternal_weight=0 6165 120 90 30 6045 123 92 66 5922 139 129 59 70 25 34 31 5783 335 124 211 113 61 52 98 67 113 82 67 5448 1911\ninternal_count=6180 6165 120 90 30 6045 123 92 66 5922 139 129 59 70 25 34 31 5783 335 124 211 113 61 52 98 67 113 82 67 5448 1911\nis_linear=0\nshrinkage=0.01\n\n\nTree=839\nnum_leaves=32\nnum_cat=0\nsplit_feature=241 179 146 226 163 186 32 16 236 175 5 42 228 68 144 180 236 63 85 171 231 233 233 242 21 84 236 68 58 41 0\nsplit_gain=1.76528 1.80134 4.46657 7.68962 11.5946 11.3387 7.45521 6.44414 6.87741 14.0903 6.06379 5.15551 4.40312 5.08446 5.38139 5.36084 4.45583 16.7505 7.07318 6.73509 20.2139 5.51606 12.9214 6.19925 6.97136 6.08673 5.30824 31.0252 6.16634 5.19507 6.00588\nthreshold=30.898135100226654 5.3971381525597293 0.46939011784083834 0.012510521885521887 18.982240825463741 0.42749122189305255 33.770322492390832 0.071259714941508137 46.00802260721305 1.0000000180025095e-35 5.1210178305876877 -2.9397692173784771 0.010942965534979426 -0.17130116609434717 0.61602564102564117 12.071220704525617 38.217948399965721 -0.0044406277965132294 0.6355157083919214 5.5924266070649979 50.76505141373223 48.597025441250928 36.293171508032565 55.352755484902865 -4.4650322406054332 1.2700505854510162 46.00802260721305 0.038176105045977952 -56.620550532197605 0.42885932407407407 1.3500000000000003\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 2 11 6 5 -5 12 8 9 -6 -10 -2 13 15 16 -4 17 -15 -18 21 -21 22 -20 24 -23 -24 27 -25 -28 30 -30\nright_child=1 -3 3 4 7 -7 -8 -9 10 -11 -12 -13 -14 14 -16 -17 18 -19 19 20 -22 23 25 26 -26 -27 28 -29 29 -31 -32\nleaf_value=0.0028166517178715416 -0.0029498709754475511 -0.00018810508977754183 0.0068643242504972217 0.0093758214300456773 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0.00577218 0.000182069 0.000912 0.00027855 -0.00258817 0.00130166 -0.000213371 1.37324e-05 9.72523e-05 -6.50403e-05 0.00290414 8.40244e-05 0.00239785 -0.000102633 8.47775e-05 -0.00202823 0.000424956 -0.00149817 0.000773775 -0.00318352 -0.0058895 0.000989895 -0.00165441 0.0012819 0.00154833 0.00201522\ninternal_weight=0 6168 3019 1439 288 54 1151 234 213 52 161 1580 1112 1102 1051 51 1016 67 949 915 120 795 117 678 28 34 650 60 590 555 447\ninternal_count=6180 6168 3019 1439 288 54 1151 234 213 52 161 1580 1112 1102 1051 51 1016 67 949 915 120 795 117 678 28 34 650 60 590 555 447\nis_linear=0\nshrinkage=0.01\n\n\nTree=840\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 25 233 102 233 90 236 55 231 80 228 14 236 0 73 63 84 231 165 55 0 231 76 46 92 24 232 162 190 33 23\nsplit_gain=1.75792 3.63658 4.34226 4.63924 2.15698 1.92192 7.16221 8.15528 6.57123 11.6496 7.21738 8.52009 6.40121 16.8631 12.528 8.76362 12.6339 6.49193 31.264 15.4986 4.67269 13.9165 15.6976 13.4449 16.975 12.7419 10.9477 17.748 15.6582 8.45407 8.30218\nthreshold=1.0000000180025095e-35 10.380951248513673 39.449924859160099 0.15730644000820837 36.293171508032565 0.78043993907020703 1.0000000180025095e-35 -0.0041709884754646638 20.06391648001469 1.2215241889175998 0.013124999999999996 161.16324745849633 1.0000000180025095e-35 3.7500000000000004 -0.21339244452544762 0.051903738805492171 1.4784242686484614 20.06391648001469 5.4658455935065211 -0.13693518752395945 2.7500000000000004 50.76505141373223 1.0775431665110058 -2.8682302764080716 0.72371552990198096 -0.96585648148148129 74.78978070109126 30.323638025774198 0.28188799415981525 124.23647482217589 -4.7107428571428551\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 5 4 -4 -3 12 7 -7 9 -8 -10 -12 13 14 -2 17 -17 18 19 -14 23 25 -23 24 -19 29 -24 28 -28 -22 -25\nright_child=1 2 3 -5 -6 6 8 -9 10 -11 11 -13 15 -15 -16 16 -18 20 -20 -21 21 22 26 30 -26 -27 27 -29 -30 -31 -32\nleaf_value=-0.0026565250356128112 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29\nis_linear=0\nshrinkage=0.01\n\n\nTree=842\nnum_leaves=32\nnum_cat=0\nsplit_feature=0 158 71 161 231 90 231 81 239 0 5 78 127 49 78 0 50 0 60 181 234 236 48 103 147 234 94 50 94 94 0\nsplit_gain=1.77046 6.75157 3.97872 2.36403 2.79765 2.13597 4.49649 4.42469 8.95492 9.49267 18.383 11.8392 8.88346 9.51036 7.5841 7.14771 5.38057 5.85597 4.86077 4.83312 9.35647 8.62572 5.47771 4.76079 4.10969 3.81068 5.4007 3.62827 3.52462 5.89988 6.09158\nthreshold=4.2500000000000009 4.7019488997986372 0.60602929386150517 11.681412419811817 54.554608939707471 1.100455662791455 20.06391648001469 1.3909067616961623 74.789780701091274 3.7500000000000004 2.8133902453089887 1.2360259256377966 2.0385432413706228 2.700079307692278 1.1243031515968767 1.3500000000000003 0.031180490150257409 1.3500000000000003 -0.7272680232950558 11.549335413662927 1.0000000180025095e-35 46.00802260721305 4.7780249861393616 0.14928527154080432 0.030687085525970496 12.208168994811833 -0.38314018242477427 0.013289862169996686 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405 353\ninternal_count=6180 53 6127 43 32 6102 806 796 604 506 61 445 418 115 95 57 98 57 192 141 78 52 26 51 5296 63 20 27 5270 405 353\nis_linear=0\nshrinkage=0.01\n\n\nTree=843\nnum_leaves=32\nnum_cat=0\nsplit_feature=17 90 1 0 103 41 68 239 77 225 227 66 239 53 157 147 59 179 165 72 52 236 143 236 164 152 0 110 149 57 224\nsplit_gain=1.76199 2.08797 5.35187 5.68177 8.27716 7.24786 5.56783 4.15843 4.31183 4.67705 4.08659 4.05643 3.79874 32.276 21.1302 11.8182 9.05671 5.84436 5.77235 4.8488 4.78025 17.9781 15.915 8.74276 7.49012 7.46307 10.6708 6.4269 5.49014 5.38039 5.22644\nthreshold=0.6618753121673705 0.49791925207657023 1.9850000000000001 3.7500000000000004 0.35558008327836216 -0.91203497460937177 0.12336369114293934 52.318744986256782 0.47692368090531162 0.02392448537856701 0.0082239923509764713 -0.054639592451816731 52.318744986256782 -0.043746720451265902 10.285597529246003 0.27432430216770093 46.960747423394217 36.609022462119988 22.765768018116145 -0.33746742478085751 0.0012570906879776752 46.00802260721305 0.17241632413388144 46.00802260721305 6.0541039488047863 3.6901884542810253 3.7500000000000004 0.10644075106357608 0.04533216783216782 20.17499853346354 0.019675925925925927\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 3 4 5 -1 11 -4 9 -9 -10 -7 13 14 16 18 -3 19 -15 20 23 22 -22 27 30 -23 28 -14 -27 -28 -25\nright_child=-2 12 7 -5 -6 6 -8 8 10 -11 -12 -13 17 15 -16 -17 -18 -19 -20 -21 21 25 -24 24 -26 26 29 -29 -30 -31 -32\nleaf_value=-0.00013597514965136892 -0.0027120610108892391 -0.0021208567856504947 -0.0039977516828041742 -0.00090257537275224278 -0.00052851091378836111 0.0012801317657063322 -0.00013138513231134922 -0.00040274503276260733 0.0036041953059663136 -0.0048075825755383153 0.00037237185690988461 0.0081945394300536184 -0.0019692779330790968 0.013465813385550121 -0.009036344410019331 0.00056306464908921581 0.0054112029679848628 -0.0018359347993934013 0.0019714101158685719 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0.00937366 0.000387922\ninternal_weight=0 6166 811 200 149 100 73 611 596 176 420 60 5355 111 67 44 46 5244 26 5065 552 342 67 210 174 275 177 36 156 21 106\ninternal_count=6180 6166 811 200 149 100 73 611 596 176 420 60 5355 111 67 44 46 5244 26 5065 552 342 67 210 174 275 177 36 156 21 106\nis_linear=0\nshrinkage=0.01\n\n\nTree=844\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 25 233 236 234 79 64 233 71 236 68 242 143 185 242 89 164 29 72 96 71 234 81 85 223 184 5 21 179 236 231\nsplit_gain=1.78729 3.41475 4.13086 4.42551 3.65061 3.21477 2.56843 2.09211 1.90887 8.06762 7.61314 3.04875 6.74675 6.53704 6.05118 7.5115 4.28447 3.62065 2.98468 2.97482 2.70659 5.8667 9.66721 7.50563 6.12178 6.20391 5.41927 5.20078 6.12325 4.29095 5.93739\nthreshold=1.0000000180025095e-35 10.380951248513673 39.449924859160099 46.00802260721305 1.0000000180025095e-35 0.97342678499394919 0.027811256790215368 36.293171508032565 0.53917717157698941 46.00802260721305 0.058585175350674 44.80746791527568 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3.94007 3.62809 5.28189 3.49972 3.46657 3.38024 5.57028 5.48631\nthreshold=4.2500000000000009 1.2570779395573262 0.60602929386150517 -0.0023129224482969393 1.100455662791455 20.06391648001469 1.3909067616961623 74.789780701091274 3.7500000000000004 2.8133902453089887 1.2360259256377966 2.0385432413706228 2.700079307692278 1.1243031515968767 1.3500000000000003 0.031180490150257409 1.3500000000000003 -0.7272680232950558 11.549335413662927 1.0000000180025095e-35 46.00802260721305 -0.0039157986111112344 0.14928527154080432 0.030687085525970496 12.208168994811833 -0.38314018242477427 -0.042850983553374362 0.013289862169996686 -0.51991652412669975 -0.52963869894764326 3.7500000000000004\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=2 3 4 -2 23 -6 7 15 10 -10 11 -9 13 14 -13 -7 -17 18 19 21 -21 -8 -19 -1 25 -20 -22 -12 29 30 -25\nright_child=1 -3 -4 -5 5 6 17 8 9 -11 27 12 -14 -15 -16 16 -18 22 24 20 26 -23 -24 28 -26 -27 -28 -29 -30 -31 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937\nis_linear=0\nshrinkage=0.01\n\n\nTree=848\nnum_leaves=32\nnum_cat=0\nsplit_feature=60 174 63 12 149 231 162 234 88 236 233 0 67 234 188 83 83 0 27 23 0 236 89 233 0 0 99 146 30 231 75\nsplit_gain=1.77007 1.76993 11.1227 4.13646 4.06898 4.81601 12.4343 8.94931 8.93397 11.6313 8.66195 14.7707 15.0264 7.7175 18.482 9.00734 8.35332 7.62062 6.86487 6.49524 6.00812 5.58503 9.17677 4.57513 9.25741 9.2365 4.40958 3.84428 3.33188 6.9784 9.56983\nthreshold=8.4390934998250895 5.8147500848596385 0.051903738805492171 3.7038108937732215 0.055215848965848975 50.76505141373223 40.94565381499433 19.61427087226987 0.96822246814597679 46.00802260721305 33.740068943746643 2.7500000000000004 -0.17607052035482465 1.0000000180025095e-35 2.7094922715270893 0.65691345270452461 0.51477465898063912 1.0500000000000003 -0.70789792510041794 -1.0000000180025095e-35 3.7500000000000004 38.217948399965721 0.89261380257370415 17.844779279071584 1.3500000000000003 1.3500000000000003 2.4381737868984525 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0.000784015 -0.00439261 0.000103926 0.00370736\ninternal_weight=0 147 86 66 53 61 6033 880 853 27 841 222 193 619 591 354 237 209 171 134 88 29 29 59 42 5153 149 91 58 5004 44\ninternal_count=6180 147 86 66 53 61 6033 880 853 27 841 222 193 619 591 354 237 209 171 134 88 29 29 59 42 5153 149 91 58 5004 44\nis_linear=0\nshrinkage=0.01\n\n\nTree=855\nnum_leaves=32\nnum_cat=0\nsplit_feature=85 236 55 33 39 234 239 184 236 0 0 234 45 127 234 161 177 17 131 80 2 187 178 75 0 132 41 234 53 53 178\nsplit_gain=1.75964 8.72344 4.70533 3.90311 2.49099 6.01837 5.68851 5.38969 5.81409 8.10764 6.64371 5.25516 3.43163 3.34174 2.40506 17.9653 16.4251 11.4386 11.3989 13.7198 15.2152 13.9805 17.0711 12.5667 12.4324 13.6043 12.3498 11.1621 29.7866 14.3763 13.3042\nthreshold=0.69998837116590618 33.341313278210301 -0.15260605615747144 465.54240186381293 0.0101189019607837 44.80746791527568 71.909878672217673 6.2241865079365093 51.965606105669593 1.3500000000000003 3.7500000000000004 1.0000000180025095e-35 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134\nis_linear=0\nshrinkage=0.01\n\n\nTree=859\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 66 82 43 236 11 233 182 233 242 46 230 242 109 34 17 63 0 82 46 236 46 175 234 68 236 32 236 40 50 142\nsplit_gain=1.74196 2.84198 4.63399 3.20226 6.26042 2.64956 3.00075 4.73859 4.58718 2.38862 11.1751 7.20006 6.65281 9.60843 2.97515 3.14144 2.7997 2.93911 7.66471 4.88851 8.53135 29.3956 11.5647 7.12148 6.77317 6.15184 4.92023 4.74657 4.43306 3.79718 3.51076\nthreshold=1.0000000180025095e-35 0.058384603013459234 1.164794140982043 -2.250393006021858 19.61427087226987 2.8726966395095053 39.449924859160099 24.663857099226799 36.293171508032565 30.577161886029867 -0.13730001360118324 0.48380355276907011 44.80746791527568 0.32290313740992577 -2418.1354105439177 -0.12555770234628147 0.16061533274109682 4.2500000000000009 1.2570779395573262 -19.378050083511038 51.965606105669593 -25.677834026666563 6.0364776707430172 1.0000000180025095e-35 -0.056642743173984732 33.341313278210301 101.12592592592593 19.61427087226987 -2.1047717612762789 0.0082399685794606412 1.0200694444444445\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 9 3 -3 -5 6 8 -8 -6 10 11 -2 13 -11 15 -14 17 19 -19 20 21 25 23 26 -23 -16 -22 -26 -25 -30 -21\nright_child=1 2 -4 4 5 -7 7 -9 -10 12 -12 -13 14 -15 16 -17 -18 18 -20 30 22 24 -24 28 27 -27 -28 -29 29 -31 -32\nleaf_value=-0.0026381026139200544 -0.0083277412216983364 0.0040855224525771514 0.0053900530489648848 -0.0048789272552707949 0.0015246131362179132 -0.00070750333460942129 0.0028104597699454715 -0.0025695627910877626 -0.0038669816422604794 0.00061144281226552894 0.0023313480596421992 -1.2522689780301679e-05 -0.0040454167905327578 0.0081093514176916077 0.002390406594996898 0.0013149305263594718 -0.0029017406613118407 0.00065679475409196773 -0.0065985194997416575 -2.3410245109667102e-05 0.0014767244272275314 -0.0041265934435948956 -0.0015152200824523742 -0.00039700730392371936 0.0052465604744732818 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291 279 265 253 168 121 47 5874 63 34 5811 80 5731 36 5695 5671 47 5624 382 75 307 146 46 29 68 21 78 62 5242\ninternal_count=6180 6165 291 279 265 253 168 121 47 5874 63 34 5811 80 5731 36 5695 5671 47 5624 382 75 307 146 46 29 68 21 78 62 5242\nis_linear=0\nshrinkage=0.01\n\n\nTree=860\nnum_leaves=32\nnum_cat=0\nsplit_feature=85 236 55 33 234 234 45 0 233 31 236 38 31 78 234 221 14 75 231 68 87 74 0 33 153 0 37 48 18 12 74\nsplit_gain=1.78964 8.43245 4.58041 3.806 2.40879 11.541 5.97253 6.35642 6.28015 5.70161 5.23061 5.14005 4.2007 2.2996 8.79556 3.59936 3.19343 2.49946 3.81738 7.5172 4.6774 3.06797 5.25589 8.25918 6.95091 3.74854 4.07772 3.68877 3.29357 3.3365 3.07319\nthreshold=0.69998837116590618 33.341313278210301 -0.15260605615747144 465.54240186381293 44.80746791527568 1.0000000180025095e-35 -13.286325477095067 3.7500000000000004 36.293171508032565 -104.82329283395531 46.00802260721305 -171.70700583444463 -49.143598615916964 1.6965697641974464 1.0000000180025095e-35 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149\nis_linear=0\nshrinkage=0.01\n\n\nTree=864\nnum_leaves=32\nnum_cat=0\nsplit_feature=153 231 239 236 233 78 51 63 83 60 82 75 231 166 45 95 0 82 88 92 242 242 242 164 221 101 236 53 68 96 236\nsplit_gain=1.73882 15.693 12.5387 8.04577 12.6286 3.07608 2.59287 8.88202 4.74319 4.47612 4.15419 3.34879 4.37892 5.62403 4.20083 3.29428 4.06664 3.24122 5.21999 3.74786 3.20394 15.0314 7.64597 8.23656 5.78222 4.33934 3.43424 23.8053 37.2727 17.9738 20.0463\nthreshold=0.41042953405338839 50.76505141373223 74.789780701091274 38.217948399965721 39.449924859160099 1.0476078898882444 -0.0014331493284469748 -0.042522643109656921 1.2820383415523904 -4.4177420770603142 0.67220514790626207 0.75338127086485718 70.266857642924421 5.5278129849998043 -26.710479528162843 0.99497344646976138 1.3500000000000003 1.046176573896155 1.2476726365920112 0.82597418558366198 30.577161886029867 1.0000000180025095e-35 44.80746791527568 23.819711200269879 0.093106609985829855 3.1641048525720246 46.00802260721305 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77\nsplit_gain=1.68152 2.75268 5.60619 11.4138 8.68002 5.53162 4.63924 4.93228 4.09066 4.13566 6.06493 3.86876 3.46255 3.72579 2.75075 2.91984 3.00485 31.6718 34.5526 24.1598 20.1531 16.6708 14.3923 12.3863 29.819 19.4736 10.4978 8.2654 7.67853 7.64724 6.31205\nthreshold=1.0000000180025095e-35 19.727457555638242 1.0500000000000003 -0.0071404012540375794 0.39056330128048516 1.7243171296296298 51.965606105669593 -47.45788561305627 0.74879747279396081 3.7500000000000004 -0.0047259147451114937 1.0207472451790631 0.55869821684795296 0.65148832770511111 7.5200000000000005 0.62105359514767844 19.61427087226987 0.57912372144060853 14.699769765815708 554500.00000000012 -287.52873411599171 9.272268850374898 2.2659839143990932 3.7500000000000004 -0.091401274783646111 0.038485176788727794 13.642788473975635 0.83692784230207096 0.7353994365093528 -0.96166243528474926 0.46308371862954001\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 14 3 5 6 -3 -4 -8 12 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109 45 118 66 52 98 26 20 46 59\nis_linear=0\nshrinkage=0.01\n\n\nTree=870\nnum_leaves=32\nnum_cat=0\nsplit_feature=241 53 97 236 24 53 65 243 40 68 0 98 47 20 25 59 71 175 49 231 45 150 178 178 236 236 48 0 237 153 49\nsplit_gain=1.67675 1.74491 7.30695 3.52044 7.23746 3.28021 6.13056 2.94566 6.28587 3.6748 2.73993 6.7643 3.97694 3.73561 3.48692 3.36543 2.98 3.83567 2.8488 2.80233 10.7064 3.30353 3.211 5.51212 21.5626 20.5648 10.4213 7.23244 5.24578 9.34864 5.2098\nthreshold=30.898135100226654 0.022900054061359643 11.704368847449564 12.208168994811833 -2.6837499999999994 0.015063712446073343 -0.035908451693841222 55.352755484902865 -0.50047804612969304 -0.05916101288437535 4.2500000000000009 14.703096171087468 -28.520768621166475 -13.402514383123803 -16.388038548752832 62.005023841226155 0.33278508771929827 4.7918789593134283 3.8565503254375479 1.0000000180025095e-35 -10.292069018935626 0.58774491641784565 17.141669561724875 12.903610637345304 51.965606105669593 33.341313278210301 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5.3234391255338798 0.020752856430490872 1.8710058613452227 1.3500000000000003 0.08308531746031747 1.0000000180025095e-35 -10.292069018935626 -0.052186356447992695 6.5000000000000009 0.62318592405496809 5.0452529578939584 -0.4097052881381073 -3.6973496888222579 0.11112731430092573 19.741431007664776 2.0950000000000002 33.341313278210301 4020.0000000000005 65.190107271512645 54.554608939707471 1.2196179637025546 2.7500000000000004 0.86195561818115884 0.88743859216747822 -0.014100002664052784 4.1939214677640617 33.573858415404658 2.2185312307837859 -69.797608512376328\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=4 2 -2 -3 7 -6 -7 8 12 -10 11 13 -1 14 -9 16 20 18 -18 27 -15 -19 -22 24 26 -26 -24 -20 29 -17 -31\nright_child=1 3 -4 -5 5 6 -8 10 9 -11 -12 -13 -14 15 -16 28 17 21 19 -21 22 -23 23 -25 25 -27 -28 -29 -30 30 -32\nleaf_value=0.00099603268434551298 0.0069026619777890295 -0.0045988103296462348 -0.00034937834660005184 0.00092111047553443013 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1799 66 21 20 29 25 57 10 1881 387 918\ninternal_value=0 0.00151452 0.00434114 -0.0016815 -1.69074e-05 -0.00186803 0.000505768 2.00938e-06 0.00203169 0.00423384 -2.16105e-05 -6.12734e-06 -0.00210451 -2.21696e-05 -0.00243603 -6.71867e-06 0.000239792 0.00117672 0.00295384 0.00382953 3.38848e-05 0.000242399 -4.59252e-05 -0.00177698 -0.00275899 -0.00539711 -0.000526836 0.00797655 -0.000174702 -0.000557302 -0.00111805\ninternal_weight=0 62 31 31 6118 52 39 6066 60 39 6006 5986 21 5969 28 5941 2406 425 139 128 1981 286 1951 152 132 54 78 37 3535 1654 1305\ninternal_count=6180 62 31 31 6118 52 39 6066 60 39 6006 5986 21 5969 28 5941 2406 425 139 128 1981 286 1951 152 132 54 78 37 3535 1654 1305\nis_linear=0\nshrinkage=0.01\n\n\nTree=874\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 66 171 236 11 56 236 242 46 230 242 109 34 89 63 0 82 46 234 233 221 47 236 231 53 180 60 232 236 40 233\nsplit_gain=1.65213 2.7277 4.4059 2.88586 3.31181 5.39302 3.38035 2.3119 10.9002 6.94767 6.09683 9.2877 2.56019 3.03626 2.82496 2.62606 8.00866 4.54814 8.12877 10.2929 14.2735 10.1093 7.96894 7.0986 6.71038 5.66167 4.83077 4.29841 6.66464 4.1623 4.02653\nthreshold=1.0000000180025095e-35 0.058384603013459234 9.6104338878226674 19.61427087226987 2.8726966395095053 92.055180276277326 51.965606105669593 30.577161886029867 -0.13730001360118324 0.48380355276907011 44.80746791527568 0.32290313740992577 -2418.1354105439177 0.96540890799359869 0.16061533274109682 4.2500000000000009 1.2570779395573262 -19.378050083511038 1.0000000180025095e-35 39.449924859160099 0.09766937669376699 7.8409284365164131 46.00802260721305 70.266857642924421 -0.090247933884297513 11.571804872752139 0.90654382914540121 74.78978070109126 12.208168994811833 -1.8984198347107444 21.150357948628422\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 7 3 -3 5 -5 -7 8 9 -2 11 -9 13 -12 15 17 -17 18 24 21 26 29 -22 -24 25 -14 27 -21 -29 -20 -31\nright_child=1 2 -4 4 -6 6 -8 10 -10 -11 12 -13 14 -15 -16 16 -18 -19 19 20 22 -23 23 -25 -26 -27 -28 28 -30 30 -32\nleaf_value=-0.0025654534346527709 -0.0081975449834225857 -0.0027261867775915222 0.0050643804013858831 0.0061730691944685036 -0.00069913840543330333 0.0033683107553420196 9.7114144905023208e-05 0.00054455347234230571 0.00231144809405831 -2.3025312995217622e-05 0.00027315388609907708 0.0079047682932042208 -0.0010887565492385281 -0.004763968702142447 -0.0029101361871355681 0.00081283819018221576 -0.0065735172070998374 -7.4894109052862841e-05 -0.0051025290844688058 0.0017482274957244049 -0.0032810279678844494 0.0055312755225430258 0.0054985250804877326 -0.0017067086359118886 -0.0039892987297482016 0.0046992514447735077 0.00030563979314909357 0.0019817489483786037 0.010398672308687884 0.0023058490561743785 -0.001717344257970495\nleaf_weight=14.999999999999998 17 14.999999999999998 13.999999999999998 12.999999999999998 87 32 130 66 29 17 21 13.999999999999998 44 14.999999999999998 24 33 13.999999999999998 5242 14.999999999999998 20 30 14.999999999999998 23 17 41 14.999999999999998 13.999999999999998 19 35 27 67\nleaf_count=15 17 15 14 13 87 32 130 66 29 17 21 14 44 15 24 33 14 5242 15 20 30 15 23 17 41 15 14 19 35 27 67\ninternal_value=0 1.0451e-05 0.000938936 0.000561235 0.000842754 0.00160565 0.000901541 -3.7064e-05 -0.0018056 -0.00504444 -1.48215e-05 0.00256778 -5.52824e-05 -0.00240503 -3.62392e-05 -1.89756e-05 -0.0021546 2.66456e-06 0.00104172 0.00189425 0.00350787 -0.000270152 5.16134e-05 0.0027074 -0.00131605 0.000850557 0.00597136 0.00687926 0.00820955 -0.00146624 -0.000451145\ninternal_weight=0 6165 291 277 262 175 162 5874 63 34 5811 80 5731 36 5695 5671 47 5624 382 282 158 124 70 40 100 59 88 74 54 109 94\ninternal_count=6180 6165 291 277 262 175 162 5874 63 34 5811 80 5731 36 5695 5671 47 5624 382 282 158 124 70 40 100 59 88 74 54 109 94\nis_linear=0\nshrinkage=0.01\n\n\nTree=875\nnum_leaves=32\nnum_cat=0\nsplit_feature=25 28 30 239 53 45 147 30 224 153 67 66 19 239 78 69 236 15 84 236 103 99 56 103 75 68 97 103 234 150 89\nsplit_gain=1.70383 2.91539 1.94636 6.87941 28.299 25.5017 13.2201 6.83661 9.8177 5.43138 7.54331 12.105 9.20234 5.07932 11.1617 4.68929 5.51146 36.5888 14.9367 14.7213 71.6527 39.2312 33.7238 15.4149 16.7343 14.0147 12.3671 11.4023 13.6863 15.1549 14.4128\nthreshold=-16.388038548752832 -3.2162868855620879 -3.3606665705497862 52.318744986256782 -0.045909028863574314 -9.4798495635565896 0.27432430216770093 -1.8233643810278777 0.015624999999999997 0.80140671825464482 -0.075361349796853536 -0.056429726503704779 3.9218364197530877 52.318744986256782 0.91825959749090125 -0.13194856819915782 28.697223293649227 165.17503815152128 1.1179189259447035 46.00802260721305 0.22609279261897311 2.4376671742862892 34.985652760857654 0.21602088161724017 0.76026793885351041 0.0021907170977325456 11.711531796811206 0.27873735859386539 44.80746791527568 0.63091987064319099 0.95275884266026201\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 -1 13 4 5 -4 -6 8 -5 15 11 -11 -13 14 -2 -9 17 18 -17 20 25 22 -22 24 -21 -18 -19 28 30 -30 -25\nright_child=2 -3 3 7 6 -7 -8 9 -10 10 -12 12 -14 -15 -16 16 19 26 -20 23 21 -23 -24 27 -26 -27 -28 -29 29 -31 -32\nleaf_value=-0.0041011544869514055 -0.0071863368914106282 0.00041188395376534398 -0.010461180794128168 -0.0072262277275952219 0.011772862809410187 0.002323234941149434 0.00053023449459839477 0.00053606881410482577 -0.00092879057323362103 0.00012981501317696722 -0.00036631494028057033 -0.010850914143013028 -0.0017360450067273961 0.0003654477486708255 0.002311621832867638 -0.00041036540109734755 -0.0046186667938075115 0.008672280808252452 -0.0076764537869089483 -0.0030696518466275407 0.0013533527144531903 0.0021730714584206061 0.019035025965530132 -0.0020386429963910706 0.0010781590779732049 0.00090930602607679982 0.00054420049960179375 -0.00031400551408046143 -0.0022853588948806144 0.0032569531209033047 -0.0073878585777363871\nleaf_weight=17 17 27 13.999999999999998 21 22 37 17 1250 144 47 291 18 26 1810 15.999999999999998 45 88 19 72 101 17 64 30 150 789 81 57 611 143 63 76\nleaf_count=17 17 27 14 21 22 37 17 1250 144 47 291 18 26 1810 16 45 88 19 72 101 17 64 30 150 789 81 57 611 143 63 76\ninternal_value=0 -0.00176836 1.57235e-05 -0.000100987 0.00249172 -0.00232584 0.00798057 -0.000162288 -0.00209741 -7.82297e-05 -0.0011969 -0.0035537 -0.00678376 0.000286663 -0.00311463 4.16014e-05 -0.000216447 -0.00179351 -0.00513417 -7.14595e-05 0.00203057 0.00792354 0.013999 -0.000384828 0.000578575 -0.00206638 0.00334834 -0.00120459 -0.0024286 -0.000518066 -0.00407432\ninternal_weight=0 44 6136 4293 90 51 39 4203 165 4038 382 91 44 1843 33 3656 2406 193 117 2213 280 111 47 1933 890 169 76 1043 432 206 226\ninternal_count=6180 44 6136 4293 90 51 39 4203 165 4038 382 91 44 1843 33 3656 2406 193 117 2213 280 111 47 1933 890 169 76 1043 432 206 226\nis_linear=0\nshrinkage=0.01\n\n\nTree=876\nnum_leaves=32\nnum_cat=0\nsplit_feature=78 234 170 69 75 0 222 231 45 68 0 71 18 49 90 90 239 53 72 157 110 239 0 179 179 23 60 152 225 233 48\nsplit_gain=1.65993 7.06906 5.02602 3.44836 2.05007 6.31022 5.67958 2.87134 7.12876 4.40365 2.6806 3.14043 2.1762 4.42882 2.37248 4.91005 3.34665 31.2818 19.1713 10.9209 6.70085 5.35564 5.55674 5.3544 4.801 6.60646 3.32437 3.24503 6.44906 9.09119 9.75452\nthreshold=1.6965697641974464 1.0000000180025095e-35 5.3234391255338798 0.020752856430490872 1.8710058613452227 1.3500000000000003 0.08308531746031747 1.0000000180025095e-35 -10.292069018935626 -0.052186356447992695 6.5000000000000009 0.62318592405496809 -0.4097052881381073 -3.6973496888222579 0.46152997089347186 0.43638247471766373 52.318744986256782 -0.043746720451265902 -0.29731243458922019 5.0452529578939584 0.086346034356808501 26.870071741751229 1.3500000000000003 5.8768766715725871 38.710831912035914 -3.2484567901234569 4.374917365237768 3.842254545758522 0.012001633986928101 12.526264682419171 -14.647407400823019\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=4 2 -2 -3 7 -6 -7 8 -1 -10 11 12 13 -9 15 -14 17 18 -16 -19 -20 22 -22 -21 27 -26 -23 -18 -29 30 -30\nright_child=1 3 -4 -5 5 6 -8 10 9 -11 -12 -13 14 -15 16 -17 24 19 20 23 21 26 -24 -25 25 -27 -28 28 29 -31 -32\nleaf_value=-0.002083237545545479 0.0068281341086702894 -0.0045337896907566054 -0.00033201187787401963 0.00091528100474951664 -0.0059921559643880207 0.0030808083134908934 -0.0032094397460515575 0.0014198278202863016 0.0078865536153004678 0.0012259534713332206 -0.003005057878459515 0.003394445253834158 0.00037314913428037287 -0.0049681887786387491 -0.010963388364582135 0.0042768321555878971 -0.00029598940869468771 -0.0010298641467015876 -0.0042201908455877053 0.003510285915059576 0.0026786615846683538 0.0072421719572678721 -0.0046817120330531654 0.013470896461085947 0.00079618652520278312 -0.0044114303051138309 0.00065418544504712215 0.0014216136342198754 0.0026054892497661183 0.00012130483178380033 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33 5355 86 26 5269 2456 2098 76\ninternal_count=6180 62 31 31 6118 52 39 6066 60 39 6006 5986 5969 28 5941 471 5470 115 72 43 62 48 22 33 5355 86 26 5269 2456 2098 76\nis_linear=0\nshrinkage=0.01\n\n\nTree=877\nnum_leaves=32\nnum_cat=0\nsplit_feature=17 28 28 239 92 179 0 102 239 183 139 67 88 236 18 19 157 97 67 0 21 236 36 72 236 23 233 53 233 0 10\nsplit_gain=1.66467 1.82718 6.60252 6.28613 13.8974 5.09911 4.73229 10.6622 4.71249 34.6321 12.9969 5.35758 14.2941 11.4108 19.5787 11.1725 10.82 7.37687 7.18893 6.81206 10.6616 15.1444 16.3324 6.3541 5.70326 6.52814 8.09917 7.56251 6.92681 6.54429 5.88635\nthreshold=0.6618753121673705 -4.4376384931940489 -4.3298898071625311 52.318744986256782 0.82176978961878422 36.609022462119988 3.7500000000000004 0.53931954947844896 39.602454348709514 15.147859819853869 8.7546589191232069 -0.11142796391187915 1.2394214739401805 46.00802260721305 0.0063125551669841263 14.14128943758573 10.102234986010957 11.70496273384841 0.071188809001957107 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0.000637827 -0.00438424 -0.000969789 0.00266422 -0.00121273\ninternal_weight=0 6166 3723 3654 71 3583 48 29 2443 48 33 2395 1505 1471 215 34 141 1256 129 119 83 62 21 74 1127 1111 373 20 738 40 698\ninternal_count=6180 6166 3723 3654 71 3583 48 29 2443 48 33 2395 1505 1471 215 34 141 1256 129 119 83 62 21 74 1127 1111 373 20 738 40 698\nis_linear=0\nshrinkage=0.01\n\n\nTree=878\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 66 99 153 236 178 233 28 0 1 25 63 85 231 90 150 72 103 50 236 236 41 45 150 65 221 59 17 236 103 68\nsplit_gain=1.65827 2.63707 4.38416 4.7322 3.87365 2.60827 3.42446 2.85173 2.49322 2.54888 2.27602 3.18453 2.21613 3.57101 6.40117 6.21248 2.80495 2.5301 10.2904 9.55819 16.9365 29.7786 30.2518 28.0632 27.4544 24.7608 19.9325 16.2263 13.9734 13.9571 12.3236\nthreshold=1.0000000180025095e-35 0.058384603013459234 2.4393176873077569 0.73307724925704931 19.61427087226987 5.1344366832727335 39.449924859160099 -0.054501640351422014 1.3500000000000003 5.4300000000000006 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0.00242276 -0.00072029 -0.00199912 -3.71708e-05 -0.00220584 -1.93009e-05 5.57932e-06 0.00233623 0.0040382 0.00616567 -2.09755e-05 -0.000182626 -0.000140235 0.000957717 0.00216932 0.000960347 -0.00116086 -0.00390387 0.00209571 0.00823295 0.00288064 0.0075506 0.000636017 0.00994718\ninternal_weight=0 6165 291 37 254 240 150 106 44 33 5874 38 5836 5752 55 42 28 5697 3584 3572 640 407 349 233 139 307 58 94 56 251 42\ninternal_count=6180 6165 291 37 254 240 150 106 44 33 5874 38 5836 5752 55 42 28 5697 3584 3572 640 407 349 233 139 307 58 94 56 251 42\nis_linear=0\nshrinkage=0.01\n\n\nTree=879\nnum_leaves=32\nnum_cat=0\nsplit_feature=78 234 170 221 75 0 222 231 45 68 0 71 157 18 49 90 233 202 178 98 239 188 239 72 53 147 153 0 2 179 23\nsplit_gain=1.66855 6.77746 4.84262 3.35545 1.99074 6.06398 5.3303 2.73544 6.76872 4.25801 2.49141 3.04847 2.21613 2.10552 4.37941 2.36251 5.70532 4.67035 4.50244 5.5734 3.89252 4.04353 3.81833 28.9796 17.4796 8.90865 6.55226 4.52818 5.0466 4.29307 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14.000000000000002 9.9999999999999982 37 49\nleaf_count=10 17 21 14 10 13 24 15 13 10 29 20 17 11 24 15 10 15 17 22 36 658 17 4960 18 23 17 14 14 10 37 49\ninternal_value=0 0.00151267 0.00424542 -0.00158903 -1.85586e-05 -0.00180136 0.000482405 -3.36226e-07 0.00196507 0.00409009 -2.32044e-05 -8.78317e-06 -0.00202773 -2.39082e-05 -0.00237032 -8.88508e-06 0.000497145 0.000667271 0.000512512 0.00296952 0.00026651 0.000404336 -8.71937e-05 0.00170699 0.00366429 0.00796216 -0.000146868 0.00186751 -0.000964152 -0.000128185 -0.0022229\ninternal_weight=0 62 31 31 6118 52 39 6066 60 39 6006 5986 21 5969 28 5941 789 765 748 58 690 675 5152 106 96 40 56 42 24 5046 86\ninternal_count=6180 62 31 31 6118 52 39 6066 60 39 6006 5986 21 5969 28 5941 789 765 748 58 690 675 5152 106 96 40 56 42 24 5046 86\nis_linear=0\nshrinkage=0.01\n\n\nTree=880\nnum_leaves=32\nnum_cat=0\nsplit_feature=233 0 89 164 227 24 72 68 109 233 26 233 100 38 145 26 74 5 157 153 176 181 174 55 146 17 234 16 224 0 30\nsplit_gain=1.64069 14.8336 16.1902 9.16045 8.88822 9.79864 13.1726 9.29311 10.5582 14.4573 8.07561 7.92999 30.8294 12.7444 12.2183 10.1836 7.72651 5.72479 5.56346 5.53141 5.3514 4.92706 4.85788 6.78091 16.7459 17.8425 6.29431 11.2993 8.0424 12.9909 7.18226\nthreshold=36.293171508032565 3.7500000000000004 0.76429761905523008 5.6302454023764161 0.020203451751070797 1.2138095238095234 -0.18010762625113733 0.039501176209207449 0.10278595325865945 24.147054478003209 1.5568619430241053 39.449924859160099 14.547896329870722 -30.855662786185906 0.75000000000000011 0.78836632692292563 -0.5424161405393072 5.9406936888600601 9.4631927560704714 0.7185223164417941 5.9125428877564508 5.7460792327859984 5.8147500848596385 0.13882928057454255 0.46745622273968634 -0.071619513182872532 1.0000000180025095e-35 -0.23457603992398754 0.015739682539682543 3.7500000000000004 2.2014050304178161\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 4 3 -3 5 7 -7 8 10 16 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298\nis_linear=0\nshrinkage=0.01\n\n\nTree=881\nnum_leaves=32\nnum_cat=0\nsplit_feature=53 97 236 24 53 103 25 231 45 0 98 27 239 71 55 146 59 31 243 90 148 59 54 233 131 90 0 72 177 54 236\nsplit_gain=1.64453 7.17341 3.20341 6.96565 3.17089 6.00631 2.71172 2.91503 10.0914 3.24156 6.11296 5.30517 3.83007 3.53177 3.52222 3.12047 3.05905 4.03047 2.80534 6.18475 7.74674 3.76783 2.69151 6.48396 12.9272 8.34433 6.60433 13.1442 8.77826 5.15001 5.62287\nthreshold=0.022900054061359643 11.704368847449564 12.208168994811833 -2.6837499999999994 0.015063712446073343 0.22364802916520529 -16.388038548752832 1.0000000180025095e-35 -10.292069018935626 4.2500000000000009 14.703096171087468 6.9054240075387323 74.789780701091274 0.33278508771929827 -0.0054265536383253489 0.48319170220929003 62.005023841226155 -98.828000000000003 55.352755484902865 0.77025615843332196 0.023809523809523832 48.686210469315334 0.38578010255593953 39.449924859160099 0.078595679012346223 0.84029369715320446 3.7500000000000004 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5536 44 5492 5462 53 5409 46 5363 49 36 39 34 5314 32 5282 56 32 24 5226 1234 162 148 132 40 92 1072 518\ninternal_count=6180 644 628 22 5536 44 5492 5462 53 5409 46 5363 49 36 39 34 5314 32 5282 56 32 24 5226 1234 162 148 132 40 92 1072 518\nis_linear=0\nshrinkage=0.01\n\n\nTree=882\nnum_leaves=32\nnum_cat=0\nsplit_feature=76 76 53 233 90 177 0 62 163 52 236 221 176 232 232 221 42 77 176 16 153 0 61 23 184 0 95 236 236 11 40\nsplit_gain=1.64646 2.75826 4.74942 2.35622 4.95018 2.23557 6.13804 14.6093 7.53254 5.38892 4.25575 3.99112 3.64332 2.88932 7.27933 7.23518 7.24929 5.92712 5.21704 5.12549 3.06678 8.58399 12.2635 13.1968 8.87724 6.34127 6.14851 8.03408 4.93586 15.1383 5.36871\nthreshold=2.0848903836365276 2.005944986173668 -0.098638708684195497 48.597025441250928 0.6913432514485367 22.302030655261348 1.0500000000000003 0.28887789461371188 38.146535447345805 0.00039970057723218009 51.965606105669593 0.10620808998485838 35.618364109007381 12.208168994811833 36.896822294874177 0.10493827160493831 -0.12473485000000227 0.62276297768611621 16.763620010561549 -0.016741588475429146 0.80140671825464482 2.7500000000000004 -0.025660750860178754 -3.2223611111111117 7.7917967949633953 1.0500000000000003 0.77290381918326545 46.00802260721305 51.965606105669593 3.7247100635989532 0.55866134693877945\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 5 -3 -2 -5 12 7 -7 9 -8 -10 -12 13 15 19 16 -1 -18 -17 -15 -16 22 23 25 -23 -22 -26 -28 29 -24 -30\nright_child=3 2 -4 4 -6 6 8 -9 10 -11 11 -13 -14 14 20 18 17 -19 -20 -21 21 24 28 -25 26 -27 27 -29 30 -31 -32\nleaf_value=-0.0039785532909995579 -0.0014895392964332668 -0.0060250740575624115 0.0010766711008732793 -0.0010068055203308953 0.0049700041840611544 -0.0017942647748272638 0.00020233886251913837 0.010492478731091768 0.0010460182849933667 0.0046166621441281188 -0.0061708940954255977 0.00013605183427581213 -0.0042989015973178106 -0.0002824235590745537 4.9304771350794633e-05 0.0054834838472051011 0.0055910401561682479 -0.00089706406813554575 0.00081850197521540129 -0.0065807964127201357 -0.0020083308424672566 -0.0012202137566252008 0.0035955696793584773 -0.0014903464632419273 0.0072051107497141925 -0.011933936551753231 0.0050139614953617429 -0.0019865647937082715 -0.00039281336748591024 -0.0086546562922173911 0.0040516899203154981\nleaf_weight=33 11.999999999999998 10 13 19 23 14.000000000000002 88 9.9999999999999982 18 31 22 13.999999999999998 9.9999999999999982 25 5118 36 11.999999999999998 33 59 19 15.000000000000002 62 10.000000000000002 76 21 15.999999999999998 19 29 279 13.999999999999998 20\nleaf_count=33 12 10 13 19 23 14 88 10 18 31 22 14 10 25 5118 36 12 33 59 19 15 62 10 76 21 16 19 29 279 14 20\ninternal_value=0 -1.78549e-05 -0.00290115 0.00159442 0.00259255 -2.26065e-06 0.00101925 0.00490551 0.000241516 0.00162103 -0.00257679 -0.00422181 -3.79993e-05 -2.35059e-05 -6.29503e-05 0.00121349 -0.000984644 0.00153508 0.00294016 -0.00371718 -2.81537e-05 -0.000723295 -0.00140098 -0.00417658 0.00144278 -0.00879245 0.00368718 0.00117119 -0.000383702 -0.00399413 2.59794e-05\ninternal_weight=0 6126 23 54 42 6103 197 24 173 119 54 36 5906 5896 5723 173 78 45 95 44 5679 561 430 107 131 31 69 48 323 24 299\ninternal_count=6180 6126 23 54 42 6103 197 24 173 119 54 36 5906 5896 5723 173 78 45 95 44 5679 561 430 107 131 31 69 48 323 24 299\nis_linear=0\nshrinkage=0.01\n\n\nTree=883\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 66 82 43 236 242 44 37 242 109 152 53 97 139 231 76 63 0 105 95 78 53 2 1 232 86 232 19 15 153 139\nsplit_gain=1.64676 2.58851 4.22805 2.94281 5.45738 2.28638 10.7849 6.4144 5.91113 9.18214 2.59194 2.38306 7.64442 3.55095 6.85129 7.5373 4.53344 3.56208 6.04632 10.9141 3.81856 3.29972 6.0176 3.50189 3.64732 8.22171 8.09075 17.7882 5.8522 4.95319 3.4208\nthreshold=1.0000000180025095e-35 0.058384603013459234 1.164794140982043 -2.250393006021858 19.61427087226987 30.577161886029867 2.6484183899546099 58.332715543611364 44.80746791527568 0.32290313740992577 3.7720678163213806 0.022900054061359643 11.704368847449564 7.840407906074506 39.93083279352026 0.88970983690411676 -0.024015265113609321 2.7500000000000004 1.0000000180025095e-35 0.53524407395792728 1.2419669175504133 0.015063712446073343 50.800000000000004 7.5200000000000005 12.208168994811833 0.83673598836923069 59.875678543069718 -7.165260566174239 162.9291613321852 0.87467027861672675 17.215351473922905\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 5 3 -3 -5 6 10 -8 9 -7 -2 21 -13 16 -15 -16 -14 18 -17 -20 -19 23 -23 24 25 28 27 -26 -10 30 -28\nright_child=1 2 -4 4 -6 8 7 -9 11 -11 -12 12 13 14 15 17 -18 20 19 -21 -22 22 -24 -25 26 -27 29 -29 -30 -31 -32\nleaf_value=-0.0025628849396151093 0.0044074107112489587 0.0039158897615514145 0.0051500856159425561 -0.0045497708230343237 0.0006377181983328611 0.00051953944138875851 -0.00093304725603134109 -0.0093693071275852535 0.0010776428379659991 0.0078334401933541735 -0.00039251242104463083 -0.0063439113845327657 0.0011401374879733009 -0.0050381126688266477 0.0067898452703434092 0.0015329506476873909 -0.0017374359758466997 -0.00098132965537040375 -2.0983201319525438e-05 -0.0084007896364228125 0.0055755636955790687 -0.0005157729945047965 0.0063292817842271519 -0.0037489318493620998 -5.2988816209439712e-05 -0.0020410598408086367 -2.0307548046248351e-05 -0.011399339972191247 0.0056867235912569985 -0.0049676335405218659 0.0017791466269309597\nleaf_weight=14.999999999999998 11.999999999999998 13.999999999999998 11.999999999999998 11.999999999999998 253 66 21.000000000000004 9.9999999999999982 91 13.999999999999998 20 12.999999999999998 63 9.9999999999999982 10.999999999999998 84 234 10.000000000000002 60 10.999999999999998 13.999999999999998 26 12.999999999999998 14.999999999999998 45 43 4836 9.9999999999999982 34 9.9999999999999982 98\nleaf_count=15 12 14 12 12 253 66 21 10 91 14 20 13 63 10 11 84 234 10 60 11 14 26 13 15 45 43 4836 10 34 10 98\ninternal_value=0 8.83068e-06 0.000913316 0.000559191 0.000245909 -3.74539e-05 -0.0017962 -0.00527587 -1.53334e-05 0.00252764 0.00202828 -5.51722e-05 -0.000700752 -0.000430929 0.000582016 0.00111493 -0.00110979 0.000425391 -0.000204776 -0.00219612 0.00335844 9.10869e-06 0.00259195 -1.52847e-05 2.77481e-06 0.00140945 -4.72183e-05 -0.00355233 0.00265969 -1.13347e-06 1.89598e-05\ninternal_weight=0 6165 291 279 265 5874 63 31 5811 80 32 5731 510 497 200 190 297 179 155 71 24 5221 39 5182 5167 168 4999 55 125 4944 4934\ninternal_count=6180 6165 291 279 265 5874 63 31 5811 80 32 5731 510 497 200 190 297 179 155 71 24 5221 39 5182 5167 168 4999 55 125 4944 4934\nis_linear=0\nshrinkage=0.01\n\n\nTree=884\nnum_leaves=32\nnum_cat=0\nsplit_feature=147 234 65 239 147 233 46 44 234 90 63 233 52 189 239 186 84 32 12 88 231 23 232 5 164 57 90 236 12 19 45\nsplit_gain=1.6345 4.58995 5.01393 3.961 2.72501 2.3881 2.20701 2.1638 4.1514 2.71342 4.48503 4.05252 13.5552 4.50806 4.06752 5.11315 5.3384 5.05428 5.9734 10.4529 3.91968 13.1358 9.86188 6.1697 5.60232 5.39061 3.5362 6.93437 20.5855 7.33283 6.78052\nthreshold=0.32495595500371388 12.208168994811833 -0.028529812996641053 69.713030329679484 0.32071830905064241 36.293171508032565 5.376518624191517 -20.647561467060218 44.80746791527568 1.100455662791455 -0.067282403464111476 39.449924859160099 0.0023357222053664605 0.76077172331664888 52.318744986256782 1.5293749387615125 0.69816480475341514 -98.235147392290216 1.7655554169957464 1.2476726365920112 54.554608939707471 -1.0450547866205295 12.208168994811833 2.8133902453089887 19.877589464669903 32.476602117564987 0.84645783501802074 33.341313278210301 2.9276102543704634 24.918850923089924 -24.180472551605224\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=4 2 -2 -3 7 -5 -6 8 -1 26 -11 12 -12 14 -13 17 -17 -16 -19 -20 24 22 -22 -24 25 -15 -9 28 29 -28 -29\nright_child=1 3 -4 5 6 -7 -8 9 -10 10 11 13 -14 20 15 16 -18 18 19 -21 21 -23 23 -25 -26 -27 27 30 -30 -31 -32\nleaf_value=0.0056056786954182493 0.0044958579304887718 0.0023670627097072921 -0.0011342448431462999 0.00098299470888443883 -0.00024512699457340564 -0.0037602801949883631 -0.0037038159801687661 -0.000111471291711012 -0.00015566637047412663 0.0036001093191393553 0.0066028527503396829 0.0025642591207905665 -0.003383620212211419 0.00033484393814542526 0.0013051057062482075 0.0035763789711453727 -0.0014320481254080702 -0.0010211291021347867 -0.0082275692609780592 -0.00022268518143518347 0.0013056860012678341 0.0050861460494782519 -8.9613401371957477e-05 -0.0075355307393858767 0.0038024672187542538 -0.0043739741249536153 -0.00031958764774818406 0.0037262618547110912 -0.0059073323248799462 0.007684253228411533 0.00046457549681514924\nleaf_weight=9.9999999999999982 41 15.999999999999998 18 9.9999999999999982 41 27 26 3631 32 14.999999999999998 19 11.999999999999998 17 235 14.999999999999998 14.999999999999998 144 46 45 24 25 12.999999999999998 14.999999999999998 36 32 17 25 57 49 9.9999999999999982 1462\nleaf_count=10 41 16 18 10 41 27 26 3631 32 15 19 12 17 235 15 15 144 46 45 24 25 13 15 36 32 17 25 57 49 10 1462\ninternal_value=0 0.00114429 0.00286275 -0.000919474 -2.47495e-05 -0.00254192 -0.00189401 -7.63405e-07 0.0020303 -1.84561e-05 -0.000587454 -0.000724697 0.00217663 -0.00090922 -0.00179857 -0.00205943 -0.000775893 -0.00346174 -0.00413817 -0.00582389 -0.000163319 -0.00188075 -0.0035253 -0.00571926 0.000420555 -0.000137636 6.133e-05 0.000451012 -0.00219184 0.00316666 0.000610539\ninternal_weight=0 112 59 53 6068 37 67 6001 42 5959 725 710 36 674 301 289 159 130 115 69 373 89 76 51 284 252 5234 1603 84 35 1519\ninternal_count=6180 112 59 53 6068 37 67 6001 42 5959 725 710 36 674 301 289 159 130 115 69 373 89 76 51 284 252 5234 1603 84 35 1519\nis_linear=0\nshrinkage=0.01\n\n\nTree=885\nnum_leaves=32\nnum_cat=0\nsplit_feature=241 233 0 89 164 227 24 72 24 233 233 150 175 233 17 57 233 100 38 145 92 0 163 102 44 24 89 147 5 176 148\nsplit_gain=1.636 1.64639 13.7828 15.2455 8.77454 8.43839 9.40116 12.4894 9.1224 13.3153 7.87658 16.0203 10.4373 15.5377 7.71923 9.14074 7.38286 29.2669 12.1037 11.6584 9.82451 6.53032 8.52886 8.41687 6.82569 7.28171 7.35262 5.70673 5.30073 5.13494 5.0108\nthreshold=30.898135100226654 36.293171508032565 3.7500000000000004 0.76429761905523008 5.6302454023764161 0.020203451751070797 1.2138095238095234 -0.18010762625113733 0.85980887385099058 21.150357948628422 12.526264682419171 0.61600329964941236 13.936850553725842 21.150357948628422 0.059514464473645813 1.0424073060009469 39.449924859160099 14.547896329870722 -30.855662786185906 0.75000000000000011 0.87501132793491887 1.3500000000000003 19.839610956692756 0.29597014250452863 2.6484183899546099 -0.52037970547737433 1.082818625309681 0.21496140183152099 5.9406936888600601 5.9125428877564508 0.0058823529411765009\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 2 5 4 -4 6 8 -8 10 -10 11 14 13 27 15 -2 17 18 28 -20 -19 23 -23 24 -15 26 -26 -12 -3 -9 -5\nright_child=1 16 3 30 -6 -7 7 29 9 -11 12 -13 -14 21 -16 -17 -18 20 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 -32\nleaf_value=0.0027214317851189003 0.00059117157810563859 -0.0088654962084440177 0.0038386504946542862 0.009980646981394543 -0.0044107185402827058 0.0053626871140953058 0.0066193201461247839 -0.0036533751205103616 0.0018870700696230604 -0.010510002636277859 -0.00072845835514236134 0.0043197256649780734 0.0035626166005040534 -0.0011265327813576277 -5.0156151610780556e-05 -0.0086881897868869695 1.9084343643791895e-06 0.0075997370770455831 -0.0035582267065904496 0.003924533822793389 -0.0009103136223070446 -0.0032708360768791719 0.0029057907274364701 0.0012358609991608331 -0.010285260430944273 0.0010901596582822263 -0.0028706582212600939 0.0073111974508317471 -0.0014210015657159167 0.0020927953762733893 0.0024583270114546226\nleaf_weight=11.999999999999998 11.999999999999998 43 12.999999999999998 23 20 17 32 21 10.000000000000002 11.999999999999998 10.000000000000002 15.999999999999998 63 81 24 39 5323 25 56 21 19 24 57 46 23 11.999999999999998 42 21 17 22 24\nleaf_count=12 12 43 13 23 20 17 32 21 10 12 10 16 63 81 24 39 5323 25 56 21 19 24 57 46 23 12 42 21 17 22 24\ninternal_value=0 -1.039e-05 0.000456175 0.00409902 -0.00102401 -0.000103451 -0.000357439 0.00272619 -0.000872448 -0.00604621 -0.000509354 -0.00299117 0.000148118 -0.000621022 -0.00487554 -0.00676583 -6.74014e-05 -0.0019991 -0.00422735 -0.00130095 0.00443688 -0.00140519 0.000917358 -0.00232715 -0.0033763 -0.00534143 -0.00651584 0.00517263 -0.00726055 -0.000873305 0.00724464\ninternal_weight=0 6168 664 80 33 584 567 75 492 22 470 91 379 316 75 51 5504 181 137 77 44 285 81 204 158 77 65 31 60 43 47\ninternal_count=6180 6168 664 80 33 584 567 75 492 22 470 91 379 316 75 51 5504 181 137 77 44 285 81 204 158 77 65 31 60 43 47\nis_linear=0\nshrinkage=0.01\n\n\nTree=886\nnum_leaves=32\nnum_cat=0\nsplit_feature=17 28 28 239 92 179 19 0 73 239 183 139 67 88 19 236 18 103 169 236 97 67 72 236 23 233 53 233 0 10 0\nsplit_gain=1.61968 1.77292 6.23252 5.7302 13.0217 4.72032 4.57533 4.52909 10.2948 4.42338 32.9293 12.5458 5.08171 13.3221 10.7386 10.6036 18.3297 10.3641 7.63508 9.22755 6.94561 6.71986 5.94123 5.53747 6.20179 7.54276 6.84961 6.64766 6.38014 5.5346 10.8809\nthreshold=0.6618753121673705 -4.4376384931940489 -4.3345134350036307 52.318744986256782 0.82176978961878422 36.609022462119988 -15.087588574768061 3.7500000000000004 -0.16785302503148847 39.602454348709514 15.147859819853869 8.7546589191232069 -0.11142796391187915 1.2394214739401805 14.14128943758573 46.00802260721305 0.0063125551669841263 0.28870085249388383 5.9024625368545598 38.217948399965721 11.70496273384841 0.071188809001957107 -0.067939528382801609 51.965606105669593 -2.9905237718356039 48.597025441250928 0.02790859933717078 17.844779279071584 1.3500000000000003 43.777777777777786 2.0500000000000003\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 9 -3 4 7 -5 -7 -4 -9 10 11 -1 -11 15 -15 16 17 18 19 -14 21 -17 -18 -22 25 26 -25 28 -26 30 -29\nright_child=-2 2 3 5 -6 6 -8 8 -10 12 -12 -13 13 14 -16 20 22 -19 -20 -21 23 -23 -24 24 27 -27 -28 29 -30 -31 -32\nleaf_value=0.0071720952598244474 -0.0025929777855631859 -0.0032212594938005362 0.0024585061619554621 -6.3348066375208868e-05 0.0074023501664635004 0.00060927068091479338 -0.0033605063234437788 0.0017060245661077494 -0.0078944915997849405 0.00087812173757047208 -0.01134380884771761 -0.0029218087101539683 0.0030234437373621204 -0.010921974072527331 -0.00068457654476505316 0.0027226069060627919 -0.003859456811789608 0.0010426806904634918 0.00084418828953439576 0.012245037653944578 -0.0050908417804103228 -0.0030038439429409453 0.001330291517960297 -0.0076874424846313629 0.0054766395109642286 0.0010118878946336585 0.001359343851504881 -0.00012822364047351356 -0.001335293092008086 -0.0030956905826938432 -0.0037066696859124099\nleaf_weight=19 13.999999999999998 54 19 3483 23 40 75 19.000000000000004 9.9999999999999982 890 14.999999999999998 13.999999999999998 30 9.9999999999999982 24 113 43 68 21 22 15.999999999999998 15.999999999999998 31 10.000000000000002 21 353 9.9999999999999982 490 19 115 93\nleaf_count=19 14 54 19 3483 23 40 75 19 10 890 15 14 30 10 24 113 43 68 21 22 16 16 31 10 21 353 10 490 19 115 93\ninternal_value=0 9.88404e-06 -0.000127366 -7.31979e-05 0.00255752 -0.000132055 -0.00204144 -0.000639973 -0.00277987 0.000218712 -0.00251255 0.00320622 0.00028367 -7.13413e-05 -0.00549352 9.02316e-05 0.00209008 0.0041078 0.00649336 0.00827063 -0.000265905 0.00184734 -0.00178582 -0.000521914 -0.000411289 0.000628599 -0.00421873 -0.000938246 0.00262105 -0.00117636 -0.000751937\ninternal_weight=0 6166 3723 3669 71 3598 115 48 29 2443 48 33 2395 1505 34 1471 215 141 73 52 1256 129 74 1127 1111 373 20 738 40 698 583\ninternal_count=6180 6166 3723 3669 71 3598 115 48 29 2443 48 33 2395 1505 34 1471 215 141 73 52 1256 129 74 1127 1111 373 20 738 40 698 583\nis_linear=0\nshrinkage=0.01\n\n\nTree=887\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 66 171 27 236 110 153 236 85 25 231 90 150 63 72 110 62 236 166 228 0 85 69 60 152 171 231 48 43 187 84\nsplit_gain=1.63593 2.55192 4.07827 2.56741 5.33567 2.60267 3.11233 3.34995 2.23311 2.25336 3.3261 5.99926 5.89646 3.08982 2.66524 2.51495 6.23147 12.3773 5.20115 7.51619 4.64158 10.0683 5.12976 4.35475 6.59397 4.0661 4.392 7.9085 7.54913 5.38242 3.83865\nthreshold=1.0000000180025095e-35 0.058384603013459234 9.6104338878226674 1.4924757104244286 19.61427087226987 0.13383482006138417 0.69982532838114497 51.965606105669593 0.62105359514767844 -16.388038548752832 1.0000000180025095e-35 0.54620826295767111 0.60586383768189267 -0.014376389855766688 -0.16783291335530134 0.11112731430092573 0.27671756159090977 38.217948399965721 5.5732358166696203 0.008549679487179487 1.0500000000000003 0.98619535007608816 -0.14162088158957223 5.66096805884938 3.5415873074123225 9.2789280940725032 54.554608939707471 2.0068608313137815 -1.0000000180025095e-35 5.0684672884751807 0.57767589238541728\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 8 3 4 -3 -6 -7 -8 -2 13 11 -11 14 -10 -13 16 23 -18 19 -19 21 -20 -22 30 -25 -17 27 29 -28 -27 -12\nright_child=1 2 -4 -5 5 6 7 -9 9 10 15 12 -14 -15 -16 25 17 18 20 -21 22 -23 -24 24 -26 26 28 -29 -30 -31 -32\nleaf_value=-0.0025534013366182418 -0.0015650764707352209 -0.0044813686155619941 0.00487724170071464 0.0038314835774386699 -0.00070078256824097213 0.0048207102860063009 0.003216384227437012 -5.6977999736759828e-05 0.00065417854968118864 -0.0024509537530872779 0.0030555480010851506 0.0012052159643017306 -0.0010060978072518208 -0.0042442069061861881 0.007977611698826808 -0.00012306676342929799 -0.0043082966761216384 0.0058381974266518049 0.0084325561551370637 0.00024634509301064701 0.0015356023720641771 -0.0001038318564541412 -0.0020132440121422043 -0.0071585460423249508 4.0449854392043536e-05 -0.0066175976762327992 -0.0023219187706073571 0.0023106529012172981 0.0047277881708562173 -0.0004326590194451696 3.4019754432454613e-05\nleaf_weight=14.999999999999998 84 11.999999999999998 13.999999999999998 11.999999999999998 87 12.999999999999998 32 121 19 12.999999999999998 33 12.999999999999998 13.999999999999998 19 15.000000000000002 3276 24 60 13.999999999999998 38 94 32 57 10.999999999999998 32 38 29 13.999999999999998 14.999999999999998 22 1908\nleaf_count=15 84 12 14 12 87 13 32 121 19 13 33 13 14 19 15 3276 24 60 14 38 94 32 57 11 32 38 29 14 15 22 1908\ninternal_value=0 9.84016e-06 0.00090791 0.000544345 0.000261579 0.000648382 0.00135512 0.000782969 -3.61179e-05 -1.1276e-05 6.7182e-06 0.00225603 0.00390411 -0.00216898 0.0059779 -1.89122e-05 0.000235564 0.00151019 0.00210929 0.0038935 0.0010765 0.00353608 0.000154132 2.40762e-05 -0.00280435 -0.000191772 -0.00194058 -0.00328612 0.000511849 -0.00473557 0.000100789\ninternal_weight=0 6165 291 277 265 253 166 153 5874 5790 5752 55 42 38 28 5697 2303 319 295 98 197 46 151 1984 43 3394 118 74 44 60 1941\ninternal_count=6180 6165 291 277 265 253 166 153 5874 5790 5752 55 42 38 28 5697 2303 319 295 98 197 46 151 1984 43 3394 118 74 44 60 1941\nis_linear=0\nshrinkage=0.01\n\n\nTree=888\nnum_leaves=32\nnum_cat=0\nsplit_feature=10 185 41 89 131 97 16 101 23 0 22 236 91 50 103 236 231 232 166 232 139 78 2 153 61 150 243 178 165 71 37\nsplit_gain=1.61149 2.17401 4.5845 2.90253 2.30213 4.88603 3.80289 3.93622 4.71172 6.92259 8.50318 5.11323 5.04391 5.02 3.9846 3.69976 7.55514 3.45111 19.2992 14.992 6.46336 8.25531 6.31128 4.1132 6.76479 11.5584 4.20045 5.29388 3.9976 3.75624 3.69826\nthreshold=590.66666666666674 -2.1225864395887171 -1.3964421320709994 0.90696721448941975 -0.54839865730242676 11.901689134766441 0.057559213175355957 1.6019229380051623 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0.0033785 0.000110899 0.000565567 0.00333268 -0.000232143 0.00104711 -0.000655621 -5.51439e-05 -0.00144064 -0.000132048 -9.07574e-06 0.00286688 0.00121384 -5.18253e-05 -0.0010181 -0.002837 -9.82743e-05 -0.00294091 4.92936e-05 3.03215e-05 0.000414159\ninternal_weight=0 6169 87 25 6082 683 664 395 368 309 81 228 215 41 174 61 43 5399 164 151 5235 67 132 5168 396 126 270 34 109 4772 236\ninternal_count=6180 6169 87 25 6082 683 664 395 368 309 81 228 215 41 174 61 43 5399 164 151 5235 67 132 5168 396 126 270 34 109 4772 236\nis_linear=0\nshrinkage=0.01\n\n\nTree=889\nnum_leaves=32\nnum_cat=0\nsplit_feature=78 234 170 221 75 0 222 231 45 68 154 236 54 236 72 233 144 236 46 17 91 224 23 97 154 32 18 164 31 31 22\nsplit_gain=1.65322 6.58492 4.63724 3.22081 1.99357 5.83615 5.08038 2.50908 6.21937 4.15002 2.34972 5.22232 12.6931 4.11141 3.86531 6.3266 6.05761 3.1597 22.1212 28.2965 28.8396 17.7428 25.2805 12.9593 12.5046 11.5649 10.9752 10.3398 9.81138 15.6937 10.8489\nthreshold=1.6965697641974464 1.0000000180025095e-35 5.3234391255338798 0.094841269841269893 1.8710058613452227 1.3500000000000003 0.08308531746031747 1.0000000180025095e-35 -10.292069018935626 -0.052186356447992695 0.6374275164701263 46.00802260721305 -0.0064909322401944048 38.217948399965721 -0.1118482160356537 48.597025441250928 0.53490259740259749 46.00802260721305 -25.677834026666563 0.055967336207355757 1.177502143980764 0.041674836601307198 -2.2794102642587486 11.697224795422684 0.93249467832274757 -32.875360864847153 0.0048768415265542852 6.0541039488047863 132.61299867360478 -3.5713734567901296 3.3492707039715595\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=4 2 -2 -3 7 -6 -7 8 -1 -10 11 12 -9 -14 15 -13 -17 18 -12 21 23 22 28 -21 -19 -24 -27 -23 29 -20 -31\nright_child=1 3 -4 -5 5 6 -8 10 9 -11 17 14 13 -15 -16 16 -18 24 19 20 -22 27 25 -25 -26 26 -28 -29 -30 30 -32\nleaf_value=-0.0019447645286240485 0.0066237558531541899 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57 81 4744 144 38 33 40 204 67 10 121 68 24 25 59 68\ninternal_value=0 0.0015059 0.00419857 -0.00155407 -1.82784e-05 -0.00180235 0.000444752 -4.35522e-08 0.00188229 0.00391935 -2.19456e-05 0.000779401 -0.0018434 -0.00431918 0.00132945 0.00218942 0.00314587 -7.05718e-05 0.000463759 0.000151531 -0.00385194 0.000926102 0.00140824 -0.00628282 -0.000174396 -0.000263398 -0.00199283 -0.0037533 0.00356376 0.00279128 0.000174871\ninternal_weight=0 62 31 31 6118 52 39 6066 60 39 6006 335 54 42 281 177 138 5671 917 891 138 753 689 105 4754 393 189 64 296 271 127\ninternal_count=6180 62 31 31 6118 52 39 6066 60 39 6006 335 54 42 281 177 138 5671 917 891 138 753 689 105 4754 393 189 64 296 271 127\nis_linear=0\nshrinkage=0.01\n\n\nTree=890\nnum_leaves=32\nnum_cat=0\nsplit_feature=55 233 233 230 233 150 79 181 233 185 99 70 82 69 233 103 52 233 233 20 68 158 78 72 0 68 18 84 236 236 32\nsplit_gain=1.65287 8.5632 8.20053 17.4081 8.67888 12.9972 13.1398 11.782 8.05236 7.75428 6.64801 6.48679 6.21476 5.85997 5.77055 13.8851 10.2406 6.19659 9.17386 7.49253 6.62646 6.01302 5.88477 5.18755 7.30398 11.0005 15.1644 10.6147 14.4356 24.2002 9.65292\nthreshold=-0.0021365587375145197 4.1161896666337494 8.425741474517972 0.43650793650793657 36.293171508032565 0.59243429257854052 0.89534883720930225 23.932911387922164 1.0000000180025095e-35 0.39140573822121477 2.4423990094981343 0.11188729721598348 0.97283360478347192 0.016696927301919549 17.844779279071584 0.17521279848607077 0.0028625060168097254 24.147054478003209 36.293171508032565 29.180481260478096 -0.012606633520550232 10.167323424973892 1.4110934296848532 -0.081128574670148695 3.7500000000000004 -0.033796868412549301 -0.045568798629534987 1.1724179849399941 51.965606105669593 12.208168994811833 -29.903163397920601\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 10 3 -3 5 6 -4 -7 9 -2 -1 12 -8 -5 15 -10 -17 19 -19 20 -16 22 23 24 25 26 -20 28 29 -26 -27\nright_child=8 2 4 13 -6 7 11 -9 14 -11 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177 0 61 95 37 183 0 189 5 176 232 36 66 232 103 185 16 85 147 234 10 131 164 139 236 18 139 42\nsplit_gain=1.6551 2.58378 4.64458 2.17028 5.85559 13.9169 7.09342 4.85099 3.72166 4.97512 6.64252 4.18671 3.49155 2.63862 6.87494 8.31744 6.8654 4.92005 4.80446 4.75057 2.9488 2.94138 5.34087 2.77222 3.79211 5.74887 2.79302 9.75711 10.0369 5.82154 5.47552\nthreshold=2.0848903836365276 2.005944986173668 -62.462477693246917 22.302030655261348 1.0500000000000003 -0.0071404012540375794 0.39056330128048516 79.726531692777442 23.30738721182918 3.7500000000000004 0.5417621755119072 8.9263511677148539 35.618364109007381 12.208168994811833 -1.0000000180025095e-35 -0.014100002664052784 36.896822294874177 0.18127441086219301 0.3361574074074079 -0.016741588475429146 0.62105359514767844 0.32495595500371388 12.208168994811833 516.50000000000011 -2.0966485925645966 12.142387175295493 9.6236856680654785 46.00802260721305 0.021630956661309497 9.4335246598639468 0.033420086776859918\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 3 -3 12 5 -5 -6 8 9 10 -8 -11 13 14 15 18 19 -16 -1 -15 -18 23 -23 24 25 -22 29 28 -28 -26 -29\nright_child=-2 2 -4 4 6 -7 7 -9 -10 11 -12 -13 -14 16 17 -17 20 -19 -20 -21 21 22 -24 -25 26 -27 27 30 -30 -31 -32\nleaf_value=0.0019080957895981452 0.0015994971986629674 0.0011035124598057105 -0.0059016043675428629 0.0096824472086255685 -0.0031967244833441687 -0.0022634930976669276 -0.00019045285566677739 -0.0011124080102455963 -2.5664098480960088e-05 -0.0032575614668467353 0.0084177463661482196 0.0031354546916072517 -0.0042083339654816173 -0.00029348336485414503 -0.0061525214032976784 0.0073803012875393358 -0.0017833064316287684 0.000600128786422672 -0.0023699010297903527 -0.006366827956939298 -0.0051184518915956493 0.0035347601018654588 -0.0008051778241588137 0.0036868658475417799 -4.5878714246718563e-05 0.00127795903591471 0.0092305105827390332 -0.00045245951428791851 -0.00041851332451766602 -0.0040815258467170844 0.0029617398236071201\nleaf_weight=103 54 13.000000000000002 9.9999999999999982 12.000000000000002 36 11.999999999999998 11.999999999999998 48 35 10.000000000000002 21 10.999999999999998 9.9999999999999982 25 10.000000000000002 14.999999999999998 84 20 25 19 25 53 46 9.9999999999999982 5098 18 15.999999999999998 238 17 26 48\nleaf_count=103 54 13 10 12 36 12 12 48 35 10 21 11 10 25 10 15 84 20 25 19 25 53 46 10 5098 18 16 238 17 26 48\ninternal_value=0 -1.70025e-05 -0.00280762 -1.91008e-06 0.00100457 0.0048005 0.000244424 0.00130462 0.00258887 0.00402271 0.00597117 2.23651e-05 -3.71235e-05 -2.29354e-05 0.00115918 0.00207304 -6.06289e-05 -0.00262616 0.000961364 -0.00360944 -2.6837e-05 2.6682e-06 0.00162936 -2.95395e-05 -4.30098e-05 -0.00270496 -1.70583e-05 0.000876183 0.00531845 -7.42663e-05 0.000201253\ninternal_weight=0 6126 23 6103 197 24 173 137 89 54 33 21 5906 5896 173 143 5723 30 128 44 5679 5595 99 5496 5486 43 5443 319 33 5124 286\ninternal_count=6180 6126 23 6103 197 24 173 137 89 54 33 21 5906 5896 173 143 5723 30 128 44 5679 5595 99 5496 5486 43 5443 319 33 5124 286\nis_linear=0\nshrinkage=0.01\n\n\nTree=892\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 25 233 236 234 79 52 71 236 68 82 58 243 71 234 54 101 55 101 103 85 186 226 236 55 10 233 234 161 31 183\nsplit_gain=1.63306 2.51644 2.48939 3.91282 3.65072 3.05684 2.75373 2.08496 5.77875 6.26281 2.89183 2.4869 2.41775 2.50194 5.22417 9.65432 8.8143 6.5713 5.90104 5.39847 4.8465 5.57755 4.72386 4.23946 6.27291 4.07483 3.22974 3.19875 14.9487 17.8116 13.7764\nthreshold=1.0000000180025095e-35 10.380951248513673 39.449924859160099 46.00802260721305 1.0000000180025095e-35 0.97342678499394919 -0.001356981900558645 0.53917717157698941 46.00802260721305 0.058585175350674 1.4634506736201656 -1.0000000180025095e-35 13.514331818261436 0.42608695652173922 1.0000000180025095e-35 0.32821356015042669 2.038478867026531 0.071935617304111368 2.5539195165761153 0.30690970735215778 0.77145712416773893 3.1687810555045401 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0.00756096 -0.000317677 -6.30038e-05 0.000268769 5.86122e-05 0.000311332\ninternal_weight=0 6165 120 90 59 24 35 6045 123 92 31 66 5922 5903 418 132 121 286 71 167 154 142 55 97 86 53 119 5485 1893 1802 1700\ninternal_count=6180 6165 120 90 59 24 35 6045 123 92 31 66 5922 5903 418 132 121 286 71 167 154 142 55 97 86 53 119 5485 1893 1802 1700\nis_linear=0\nshrinkage=0.01\n\n\nTree=893\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 79 67 236 102 236 64 0 83 239 97 67 36 153 12 89 89 223 129 84 233 37 71 0 70 81 236 102 82 234 102\nsplit_gain=1.6238 1.85619 6.6012 4.90556 4.42921 3.86168 4.55287 9.84486 9.51371 5.1728 5.94492 4.11048 3.40578 3.22025 2.77196 3.3997 3.11023 3.30972 2.83592 2.89666 7.37993 7.24822 7.80496 3.24824 3.15849 3.0364 8.56733 6.29907 10.3536 7.0926 7.61332\nthreshold=1.0000000180025095e-35 1.5239146991622243 -0.0038633548827802146 46.00802260721305 0.51714551575897227 51.965606105669593 -0.035377109965805058 1.3500000000000003 0.65691345270452461 71.909878672217673 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395\nis_linear=0\nshrinkage=0.01\n\n\nTree=896\nnum_leaves=32\nnum_cat=0\nsplit_feature=55 233 233 230 233 150 79 181 233 185 70 99 82 183 233 103 52 233 233 20 68 158 78 82 1 168 236 236 33 46 72\nsplit_gain=1.61981 8.10356 7.96973 16.4813 7.87434 12.2542 12.3188 11.1493 7.69886 7.40524 6.25647 6.22864 5.79094 5.77072 5.46935 13.3254 9.88035 5.59766 8.61399 7.03925 6.09829 5.55987 5.53773 5.02739 5.01105 4.86281 4.86214 14.6177 8.86417 10.7422 4.8208\nthreshold=-0.0021365587375145197 4.1161896666337494 8.425741474517972 0.43650793650793657 36.293171508032565 0.59243429257854052 0.89534883720930225 23.932911387922164 1.0000000180025095e-35 0.39140573822121477 0.11188729721598348 2.4423990094981343 0.97283360478347192 5.0223217828798195 17.844779279071584 0.17521279848607077 0.0028625060168097254 24.147054478003209 36.293171508032565 29.180481260478096 -0.012606633520550232 10.167323424973892 1.4110934296848532 0.96915429984779311 7.5200000000000005 5.6472942058808728 51.965606105669593 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1937 188 174 1923 1738 123 3593 159 185 43 142 76 1696\ninternal_count=6180 3967 3927 58 3869 276 211 65 2213 31 189 40 30 38 2182 57 33 2125 1937 188 174 1923 1738 123 3593 159 185 43 142 76 1696\nis_linear=0\nshrinkage=0.01\n\n\nTree=897\nnum_leaves=32\nnum_cat=0\nsplit_feature=76 76 221 240 16 231 97 225 60 49 239 243 19 234 62 184 91 93 0 43 67 181 0 236 234 38 55 30 225 236 152\nsplit_gain=1.6504 2.48967 4.48785 2.08955 2.0295 11.0436 8.13229 6.91618 11.4547 5.46383 8.2152 5.31027 4.82596 9.47396 5.32281 5.90428 4.81197 4.81279 5.0621 11.7286 11.1771 8.14374 9.62531 5.79274 5.78454 4.98861 6.19794 4.53932 4.23981 8.77628 7.55427\nthreshold=2.0848903836365276 2.005944986173668 0.087578442229605064 55.352755484902872 -0.03348552078543824 86.043551706228044 11.901689134766441 0.011720116618075796 5.2257901114926959 -3.2372091516862533 39.602454348709514 13.514331818261436 -12.079787776757469 12.208168994811833 0.53065931579712611 29.319356103552533 1.4015462566139198 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0.000306009 0.0010034 0.00211084 -0.00348089 -0.00487729 0.000469162 -0.00125969 -0.00101903 -0.000353213 -0.00182159 -0.00268487\ninternal_weight=0 6126 23 6103 6085 1738 1728 1707 1253 4347 547 3800 454 369 182 170 532 518 505 105 400 344 222 56 45 143 74 122 1242 160 142\ninternal_count=6180 6126 23 6103 6085 1738 1728 1707 1253 4347 547 3800 454 369 182 170 532 518 505 105 400 344 222 56 45 143 74 122 1242 160 142\nis_linear=0\nshrinkage=0.01\n\n\nTree=898\nnum_leaves=32\nnum_cat=0\nsplit_feature=128 180 40 133 0 65 153 100 242 242 242 109 69 147 132 36 233 233 233 153 80 231 87 68 112 144 234 67 80 240 232\nsplit_gain=1.61355 2.92128 2.04626 1.9085 2.77301 4.83204 2.28282 4.65933 3.93695 14.4764 6.83766 8.05512 4.42107 4.0116 3.636 3.58085 4.71542 7.84401 6.13174 6.95984 8.6034 8.27576 10.2158 9.93572 7.87507 6.06612 5.3486 6.16663 5.14803 5.03843 5.81586\nthreshold=3.2881944444444451 12.994930787338371 0.023502928979592431 1.0000000180025095e-35 1.3500000000000003 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102\nsplit_gain=1.62604 1.76989 6.00413 4.66978 4.3871 3.67587 4.39534 9.54126 9.02177 5.01281 5.65519 3.72058 3.24636 3.07785 2.63878 3.22086 2.92708 3.10107 2.72528 2.6806 6.93748 6.88609 7.19231 3.23979 3.10437 2.78736 8.39081 6.17645 10.0324 6.7486 7.09451\nthreshold=1.0000000180025095e-35 1.5239146991622243 -0.0038633548827802146 46.00802260721305 0.51714551575897227 51.965606105669593 -0.035377109965805058 1.3500000000000003 0.65691345270452461 74.78978070109126 11.901689134766441 -1.3949999999999998 0.68408914675935406 37.492373025327858 1.4278985037849921 1.4874606168848292 0.98001107794847253 0.041641414141414146 1.3480560279667415 0.51873020693502825 48.597025441250928 331.51152396756555 0.0597420506164828 12.208168994811833 0.048854849324514317 0.98869264678088242 1.0000000180025095e-35 0.42470392773342536 0.96368438869686091 1.0000000180025095e-35 0.22686949596776365\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 14 4 12 -3 -5 9 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312 129\nis_linear=0\nshrinkage=0.01\n\n\nTree=901\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 66 99 86 236 178 233 28 0 1 25 63 85 231 90 150 72 103 236 225 236 103 87 34 150 103 42 43 55 44 56\nsplit_gain=1.6144 2.47026 3.93263 4.00807 3.64081 2.3792 2.92953 2.70528 2.20356 2.27044 2.11898 2.88906 2.0018 3.26313 5.75961 5.65443 2.50104 2.2431 9.6429 18.1249 28.392 36.3991 33.8362 27.6666 23.4454 22.9518 21.116 17.2791 13.7817 10.0892 9.55004\nthreshold=1.0000000180025095e-35 0.058384603013459234 2.4393176873077569 0.54169178886117941 19.61427087226987 5.1344366832727335 39.449924859160099 -0.054501640351422014 1.3500000000000003 5.4300000000000006 -16.388038548752832 -0.014376389855766688 0.62105359514767844 1.0000000180025095e-35 0.54620826295767111 0.60586383768189267 -0.16783291335530134 0.16675009190396489 46.00802260721305 0.027 38.217948399965721 0.35344705339999288 0.80857932743286465 -394.67788571860643 0.57983268170387259 0.18817094504039281 -0.12473485000000227 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0.000267496 0.000190567 0.000557945 -0.00404253 0.00247017 0.000148543 -0.000968283 0.000543308\ninternal_weight=0 6168 641 625 22 5527 44 5483 56 32 24 5427 220 169 51 41 134 5207 2471 335 2136 99 83 2037 2736 2045 257 78 1998 518 1480\ninternal_count=6180 6168 641 625 22 5527 44 5483 56 32 24 5427 220 169 51 41 134 5207 2471 335 2136 99 83 2037 2736 2045 257 78 1998 518 1480\nis_linear=0\nshrinkage=0.01\n\n\nTree=903\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 79 67 236 102 236 64 0 83 237 97 1 153 36 242 12 89 89 223 129 243 90 95 59 84 233 37 71 234 70 232\nsplit_gain=1.59779 1.76457 5.7239 4.3775 4.24865 3.56093 4.24283 9.23101 8.64864 4.84302 5.53234 3.61473 3.11773 2.96315 3.2101 2.49852 3.00856 2.75024 2.9221 2.67189 2.54251 6.09475 7.0847 3.49263 2.62062 6.65442 6.55471 6.80267 3.03687 3.00485 2.51567\nthreshold=1.0000000180025095e-35 1.5239146991622243 -0.0038633548827802146 46.00802260721305 0.51714551575897227 51.965606105669593 -0.035377109965805058 1.3500000000000003 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0.000132979 0.00308452 -0.000188006 4.29043e-05 -0.00204748 0.000235586 0.000523112 0.00100743 -0.00186348 0.00302769 -0.00225546 1.35391e-06 -3.97309e-05 -1.32794e-05 -0.00171158 -0.00369368 -2.75094e-05 -4.35601e-05 0.00190762 -0.000887697 0.00497194 -6.69375e-05 0.00108411 0.00164006 0.00240126 0.00106029 0.0058844 0.00209489\ninternal_weight=0 6167 522 455 67 418 402 69 54 333 289 47 37 44 28 5645 5567 78 29 5556 5536 56 33 23 5480 181 171 149 117 32 79\ninternal_count=6180 6167 522 455 67 418 402 69 54 333 289 47 37 44 28 5645 5567 78 29 5556 5536 56 33 23 5480 181 171 149 117 32 79\nis_linear=0\nshrinkage=0.01\n\n\nTree=904\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 25 233 236 234 79 52 71 236 68 23 20 242 143 185 242 89 63 114 243 239 0 183 59 81 75 162 239 80 239 33\nsplit_gain=1.58837 2.44321 2.25828 3.64261 3.57371 2.9997 2.7309 2.08733 5.04144 5.7541 3.20923 2.38436 2.25567 6.81176 5.72857 5.3082 7.75612 4.2447 3.6205 2.16867 2.48493 16.2266 48.5151 22.7528 17.7538 16.6035 12.5581 12.433 15.0166 11.7622 11.0538\nthreshold=1.0000000180025095e-35 10.380951248513673 39.449924859160099 46.00802260721305 1.0000000180025095e-35 0.97342678499394919 -0.001356981900558645 0.53917717157698941 46.00802260721305 0.058585175350674 2.4788941736028538 16.661020541873821 44.80746791527568 0.15424266455194294 0.08614197530864233 30.577161886029867 0.9418981217043072 0.027158965172524311 1.0000000180025095e-35 13.514331818261436 74.789780701091274 2.0500000000000003 15.147859819853869 49.819592887995739 1.3310697060697063 1.2838432040929781 64.608135039942638 52.318744986256782 1.2963475941315281 65.190107271512645 -162.88246970842775\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 7 -3 -4 5 -5 -6 12 10 11 -9 -10 13 14 -2 16 -15 18 -17 -14 21 23 25 26 -24 27 -21 28 -23 -26 -29\nright_child=1 2 3 4 6 -7 -8 8 9 -11 -12 -13 19 15 -16 17 -18 -19 -20 20 -22 22 24 -25 29 -27 -28 30 -30 -31 -32\nleaf_value=-0.0025122080896995014 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604\nis_linear=0\nshrinkage=0.01\n\n\nTree=906\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 66 171 236 11 56 236 242 44 30 242 109 152 103 230 34 89 63 0 82 46 234 233 221 47 236 53 231 180 60 234\nsplit_gain=1.61608 2.34295 3.78555 2.47624 2.76548 4.69536 2.90017 2.12556 10.4956 6.31165 5.5404 8.71948 2.56599 2.33625 2.54432 2.28374 2.88319 2.5179 2.51911 8.437 4.51126 8.05552 9.25134 12.671 8.91329 7.62894 6.58941 6.36266 5.31448 4.70934 4.0679\nthreshold=1.0000000180025095e-35 0.058384603013459234 9.6104338878226674 19.61427087226987 2.8726966395095053 92.055180276277326 51.965606105669593 30.577161886029867 2.6484183899546099 14.40478613748885 44.80746791527568 0.32290313740992577 3.7720678163213806 0.28688734015268674 0.44949494949494956 -2418.1354105439177 0.96540890799359869 0.16061533274109682 4.2500000000000009 1.2570779395573262 -19.378050083511038 1.0000000180025095e-35 39.449924859160099 0.09766937669376699 7.8409284365164131 46.00802260721305 -0.090247933884297513 70.266857642924421 11.571804872752139 0.90654382914540121 44.80746791527568\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 7 3 -3 5 -5 -7 8 12 -10 11 13 -2 14 -9 16 -12 18 20 -20 21 26 24 29 -23 -25 28 30 -17 -24 -27\nright_child=1 2 -4 4 -6 6 -8 10 9 -11 15 -13 -14 -15 -16 17 -18 -19 19 -21 -22 22 23 25 -26 27 -28 -29 -30 -31 -32\nleaf_value=-0.0025360376789163894 0.0044036459373627823 -0.0025234435818573516 0.0046962102047606539 0.0057399895796829753 -0.00062723163893720763 0.0031086542666157175 7.9584014585469635e-05 -0.0027636241329487454 -0.00088084115803626338 -0.009220631059416182 0.00031820966013881499 0.0076208532262159213 -0.00037733671991292775 0.0027003671763995386 0.0012095464742630237 -0.0010408106770164428 -0.004569433247573999 -0.0027449215457101628 0.00091719918806541778 -0.0066476773566838824 -7.1474379625399056e-05 -0.0012980437072447565 0.0066356712959541268 -0.0031241634424103923 0.0052712947593590931 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277 262 175 162 5874 63 31 5811 80 32 66 46 5731 36 5695 5671 47 5624 382 282 158 124 70 100 40 59 88 23\ninternal_count=6180 6165 291 277 262 175 162 5874 63 31 5811 80 32 66 46 5731 36 5695 5671 47 5624 382 282 158 124 70 100 40 59 88 23\nis_linear=0\nshrinkage=0.01\n\n\nTree=907\nnum_leaves=32\nnum_cat=0\nsplit_feature=76 76 49 231 36 233 69 236 178 61 176 127 51 234 12 12 178 148 131 96 45 234 63 48 50 0 236 70 70 89 236\nsplit_gain=1.62047 2.32575 3.82452 5.21241 3.402 2.75061 4.64663 3.10745 2.1718 7.55605 3.74436 3.74416 4.60848 3.65011 5.827 4.00378 3.26513 5.65385 9.30851 7.26484 6.54076 8.45535 10.1484 9.09127 7.46378 6.01101 9.15551 19.4198 16.6451 10.1638 7.62926\nthreshold=2.0848903836365276 1.837065185635298 3.1259281840164612 50.76505141373223 -1.0000000180025095e-35 33.740068943746643 -0.12681724311116119 51.965606105669593 23.822071923254743 -0.0067908341083140443 35.618364109007381 10.158944022925253 -0.0059275630158532296 12.208168994811833 2.6390263725872507 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196 5250 43\nis_linear=0\nshrinkage=0.01\n\n\nTree=912\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 177 0 186 64 95 41 236 58 236 64 233 101 236 234 185 38 227 152 78 234 79 79 28 28 103 0 59 161 83 143\nsplit_gain=1.5418 2.16473 5.00905 10.2027 7.48238 6.76754 6.72076 4.11349 4.32921 3.98426 3.40214 7.20949 5.52118 3.85542 3.26025 11.0141 3.43754 2.93715 2.91293 2.50405 2.31997 14.9544 12.4599 11.6128 14.2734 12.2602 11.5217 11.4631 11.3287 10.991 10.8465\nthreshold=1.0000000180025095e-35 19.727457555638242 1.0500000000000003 1.6279829682644664 -0.0136723116369402 0.39056330128048516 1.2477330795315449 51.965606105669593 -47.45788561305627 12.208168994811833 0.016106508232270323 39.449924859160099 1.7154036252509661 46.00802260721305 1.0000000180025095e-35 0.0039043209876550252 -39.723624903594413 0.010735120258929776 4.4589873002588005 0.96150323562328033 1.0000000180025095e-35 0.97119078701976891 0.94399641577060944 -4.6390393626355957 -0.47724946460065526 0.19570574070936705 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1.2401229632965298 20.06391648001469 0.86655217722412148 0.0026577363848913006 1.8780442419563628 5.7597061452653096 0.29814112891278716 0.473619436924685 4.1000000000000005 2.7500000000000004 26.870071741751229 -0.082743055555555375 55.352755484902865 19.61427087226987\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 12 3 -3 5 9 7 10 -9 -4 -6 -12 18 -14 15 16 -15 -18 19 -1 -21 24 -23 -16 26 -26 -20 -28 29 -29 -31\nright_child=-2 2 4 -5 6 -7 -8 8 -10 -11 11 -13 13 14 23 -17 17 -19 21 20 -22 22 -24 -25 25 -27 27 28 -30 30 -32\nleaf_value=-0.006175883556836256 -0.0026023149107983435 -0.0046635545019580206 -0.00015734312883267343 0.0008656703856478752 0.0053288060299802051 0.00035819120158239964 -0.0024618666240380522 0.0033097104784408117 -0.0042580253285023238 0.0069736661602612243 0.0011755393477482659 -0.0023558723631931576 -0.0065449730715842836 -0.00087350843264353488 0.00053193590628591045 -0.00032944062548012225 -0.00031125738853992734 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0.00183052 0.00137461 -4.59498e-05 0.000330606 -0.000256245 0.00050905 0.000747161 0.00277611 0.00356197\ninternal_weight=0 6167 562 55 507 89 418 379 40 39 339 328 5605 570 560 444 98 39 5035 68 50 4967 114 116 4853 1737 3116 862 847 239 224\ninternal_count=6180 6167 562 55 507 89 418 379 40 39 339 328 5605 570 560 444 98 39 5035 68 50 4967 114 116 4853 1737 3116 862 847 239 224\nis_linear=0\nshrinkage=0.01\n\n\nTree=914\nnum_leaves=32\nnum_cat=0\nsplit_feature=55 233 233 230 233 0 15 46 42 0 233 32 185 99 183 233 1 23 236 236 46 177 233 99 99 72 69 0 36 31 233\nsplit_gain=1.57334 7.92584 7.85574 16.0575 7.96505 12.2073 13.7363 11.733 10.7699 10.6271 7.47091 7.33639 7.19744 6.1168 5.70455 5.20803 12.8511 5.30708 10.3179 14.9003 12.8243 8.69078 7.62413 6.76326 5.01089 4.94173 4.88588 5.96756 4.86897 4.83209 11.3562\nthreshold=-0.0021365587375145197 4.1161896666337494 8.425741474517972 0.43650793650793657 36.293171508032565 1.3500000000000003 168.29670348143307 -13.414181496079022 1.4488073696808523 3.7500000000000004 1.0000000180025095e-35 201.46072865725071 0.39140573822121477 2.4423990094981343 5.0223217828798195 17.844779279071584 2.7550000000000003 -2.8127001273099026 51.965606105669593 12.208168994811833 3.4466433240326118 5.7184490539837345 48.597025441250928 2.4381737868984525 2.4416887940072702 -0.21951708744783718 -0.045827822532787978 1.0500000000000003 -8.6640036121629915 14.789256198347109 39.449924859160099\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 13 3 -3 5 7 -7 -4 11 -8 12 24 -2 -1 -5 16 -12 18 19 25 28 22 -20 -24 -9 -17 27 -25 -21 30 -6\nright_child=10 2 4 14 29 6 9 8 -10 -11 15 -13 -14 -15 -16 17 -18 -19 21 20 -22 -23 23 26 -26 -27 -28 -29 -30 -31 -32\nleaf_value=0.0056736748836911767 -0.0066438486735163329 0.0028472726008085211 0.0049443600784958245 -0.00043698318577014401 -0.0036473682710261891 0.0054455037972470678 -0.0072482457238353757 -0.0060817488611230397 0.0033659136120357033 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1.0416954986562381 38.634238227146831 2.7500000000000004 0.45684202170840865 0.4295478849872742 38.710831912035914 -3.2484567901234569 0.070178996341134184 8.4505990088774521 14.284629183917193 -0.066336014393739942 4.2500000000000009 -101.92538037095611 0.60602929386150517 2.2311446388954388 28.697223293649227 0.76429761905523008 0.9858551469615352 0.0033643235406094854 22.031214347601537 0.90678958150424327 -0.30582423938733583 3.7500000000000004 -0.030286677580418479 216.7341579146516 14.707364651148298 -23.111536281179138 0.011123899091586162 55.534781494172201\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 -1 4 12 6 -3 11 9 -9 -10 13 -4 15 -15 17 -16 18 20 23 26 22 -21 -20 -24 -26 28 -27 -7 -25 -22\nright_child=-2 5 3 -5 -6 7 -8 8 10 -11 -12 -13 -14 14 16 -17 -18 -19 19 21 30 -23 24 29 25 27 -28 -29 -30 -31 -32\nleaf_value=0.00017009339647080187 -0.0025508703100937218 -0.00020344873574983078 0.0073457171924628762 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12 10 10 12 25 28 5081 15 23 10 29 23 35 21 10 14 13 53 35 27\ninternal_value=0 1.13952e-05 0.000600254 0.00277786 0.00468526 -3.98435e-05 -0.00169249 -8.76307e-06 -0.00176643 0.000845935 -0.00337759 2.2201e-05 0.00596455 8.71004e-06 -0.00190834 2.98108e-05 0.000562615 1.10383e-05 -0.000833645 -0.00314717 0.00284104 0.00012323 0.00250657 -0.00725676 0.0050675 0.0012874 -4.46123e-06 -0.00402975 0.00162151 -0.00887799 0.00829082\ninternal_weight=0 6166 485 71 42 5681 95 5586 87 35 52 5499 31 5487 50 5437 40 5412 331 204 127 119 90 85 67 44 90 23 76 70 37\ninternal_count=6180 6166 485 71 42 5681 95 5586 87 35 52 5499 31 5487 50 5437 40 5412 331 204 127 119 90 85 67 44 90 23 76 70 37\nis_linear=0\nshrinkage=0.01\n\n\nTree=916\nnum_leaves=32\nnum_cat=0\nsplit_feature=96 233 56 110 61 141 184 83 124 46 233 0 84 47 139 227 176 24 233 163 187 68 0 175 233 100 90 184 227 79 1\nsplit_gain=1.56508 4.21987 4.88518 4.61962 3.84037 2.85181 2.814 2.70367 2.65505 2.56082 2.54955 11.0715 14.4727 9.66924 8.4437 7.67174 7.00227 9.66323 7.75087 10.8338 7.15849 11.6612 6.02055 8.76851 5.95413 26.5358 13.6674 10.9176 9.60084 6.83981 5.50129\nthreshold=0.99385392170740461 48.597025441250928 32.110862698877561 0.13757614384842204 -0.00082631591327964992 1.0000000180025095e-35 7.7917967949633953 0.91138455023541787 1.0000000180025095e-35 -1.0564306694161749 36.293171508032565 3.7500000000000004 1.2260050077339206 2.2200881074230314 9.198379629629633 0.020203451751070797 5.7305984180273049 0.040793950850661627 17.844779279071584 24.904973390811271 4.824195995527842 -0.090081645889936598 1.3500000000000003 12.578978977045592 39.449924859160099 14.543333598838945 1.0080113977306275 9.1894598765432125 0.014079571222428361 1.0865356516656928 5.5100000000000007\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=5 4 6 -4 9 8 7 -3 10 -2 11 14 -13 -14 15 16 20 18 19 -18 21 -1 23 -20 25 26 27 30 -27 -28 -12\nright_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 24 12 13 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47 80 28 21 232 47 26 5012 40 11.000000000000002 9.9999999999999982 10.999999999999998 11.999999999999998 10.999999999999998\nleaf_count=22 20 37 60 11 10 10 26 164 16 14 82 25 34 11 15 16 19 47 80 28 21 232 47 26 5012 40 11 10 11 12 11\ninternal_value=0 0.000649349 0.00108568 0.00319628 -0.00195963 -3.72294e-05 0.00031853 0.000747279 -2.42513e-05 -0.00337322 -9.97054e-06 0.000589261 0.0040665 0.00697213 8.46932e-05 -0.000176075 -0.000432187 0.000774302 -0.000248789 -0.00341279 -0.00150498 -0.00199586 0.000872903 -0.000493014 -8.29103e-05 -0.00183491 -0.00421451 -0.00567649 0.00377122 0.0020688 -0.00669514\ninternal_weight=0 342 298 71 44 5838 227 201 5828 34 5812 623 70 45 553 538 522 247 200 47 275 254 153 106 5189 177 126 103 51 23 93\ninternal_count=6180 342 298 71 44 5838 227 201 5828 34 5812 623 70 45 553 538 522 247 200 47 275 254 153 106 5189 177 126 103 51 23 93\nis_linear=0\nshrinkage=0.01\n\n\nTree=917\nnum_leaves=32\nnum_cat=0\nsplit_feature=76 76 49 231 15 233 69 236 233 240 233 90 178 61 176 234 12 12 127 51 178 148 131 96 222 85 234 127 236 236 24\nsplit_gain=1.56047 2.22596 3.609 5.11211 3.28732 2.66008 4.55406 2.8819 2.09604 2.03271 1.96299 4.76534 1.95121 7.03745 3.73426 3.42311 5.63292 3.87235 3.20698 4.5604 2.80011 5.224 8.8797 6.93326 6.80863 7.87042 10.2039 9.47154 5.50689 20.3022 20.9422\nthreshold=2.0848903836365276 1.837065185635298 3.1259281840164612 50.76505141373223 162.70390389958473 33.740068943746643 -0.12681724311116119 51.965606105669593 21.150357948628422 55.352755484902872 48.597025441250928 0.6913432514485367 23.822071923254743 -0.0067908341083140443 35.618364109007381 12.208168994811833 2.6390263725872507 2.6843162607051503 10.158944022925253 -0.0059275630158532296 11.409311452040315 0.021941391941391945 -1.0000000180025095e-35 0.97289145439236668 0.027560763888888888 0.99191856420434277 12.208168994811833 2.0385432413706228 38.217948399965721 46.00802260721305 2.6627005588606458\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 9 3 4 -3 8 -7 -8 -5 -1 -2 -12 14 -14 18 17 -17 -15 20 -20 -11 28 23 -23 -24 26 27 -26 -22 30 -30\nright_child=10 2 -4 5 -6 6 7 -9 -10 12 11 -13 13 15 -16 16 -18 -19 19 -21 21 22 24 -25 25 -27 -28 -29 29 -31 -32\nleaf_value=-0.0026641395073361491 -0.001288188589558911 -0.0030173216391857455 -0.0038976259163324167 0.0020781470668467354 0.0010006089680924303 -0.00070860073713816473 0.00038713393081487804 0.0062451228300561667 -0.0018972056219440387 0.00013957347573080513 -0.0010473123430897256 0.0047975341421718186 0.0042337802944230731 -0.00039695070983764762 -0.0042024317034291582 0.00072858131085509021 -0.0047605817634690578 0.0049904085464769904 -0.0061744295979002072 0.00051074582318555569 -0.0028098135703624313 0.0042335778471135604 0.0019111372520013248 -0.00094803487931858208 -0.00060257871514590191 -0.0075475782992786176 0.0022594003706597203 -0.0092532705232733874 0.011448542361204029 -0.00020632751130242964 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132 125 110 73 44 678 625 36\nis_linear=0\nshrinkage=0.01\n\n\nTree=918\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 131 0 68 91 236 23 231 234 76 31 176 232 232 221 42 16 157 176 143 153 61 14 0 147 23 110 153 234 58 96\nsplit_gain=1.57697 2.17353 4.44201 7.26971 4.58344 2.77247 2.76654 7.20357 5.44338 3.69275 3.29412 2.70274 3.04019 7.01296 6.41866 6.46053 4.78617 4.67505 4.3782 2.65296 2.5522 6.65796 11.3826 5.17504 7.9663 5.85995 5.74075 4.43304 8.34227 9.10255 8.32638\nthreshold=1.0000000180025095e-35 0.44416708665510279 2.7500000000000004 -1.0000000180025095e-35 1.3483118283370608 51.965606105669593 -2.4583098525406251 54.554608939707471 12.208168994811833 1.0868974872280477 -1.0000000180025095e-35 35.618364109007381 12.208168994811833 36.896822294874177 0.10493827160493831 0.12402819387755191 -0.016741588475429146 5.2116579994235197 16.763620010561549 0.19815995441067788 0.80140671825464482 -0.021829710100446421 159.53873821972613 3.7500000000000004 0.25544304633593123 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0.00034643190871588207 -0.00078670603612159917 -0.0015513326816423236 -0.00090419455595379102 0.0017590905497804591 -0.0036934371184447236 0.0051830969801428088\nleaf_weight=14.999999999999998 31 72 13.999999999999998 27 14.999999999999998 30 21 28 16.000000000000004 9.9999999999999982 9.9999999999999982 9.9999999999999982 25 4916 36 10.000000000000002 19 23 59 12.999999999999998 17 396 18 11.999999999999998 59 39 36 28 67 41 67\nleaf_count=15 31 72 14 27 15 30 21 28 16 10 10 10 25 4916 36 10 19 23 59 13 17 396 18 12 59 39 36 28 67 41 67\ninternal_value=0 1.25729e-05 0.000920278 -0.00108057 0.0017602 0.000741857 0.00105187 0.00187019 -0.000855458 0.00193231 -0.00141859 -2.6162e-05 -1.37236e-05 -5.39771e-05 0.00125877 -0.000838814 -0.00364077 -0.00261454 0.00287689 0.0028592 -1.99381e-05 -0.000644517 -0.00217811 -0.00111396 -0.00224776 0.00135485 -0.00469341 5.15822e-05 0.00146396 -0.000448435 0.00347371\ninternal_weight=0 6165 243 71 172 57 157 110 47 26 38 5922 5912 5740 172 77 44 54 95 23 5696 577 181 164 113 51 54 5119 203 108 95\ninternal_count=6180 6165 243 71 172 57 157 110 47 26 38 5922 5912 5740 172 77 44 54 95 23 5696 577 181 164 113 51 54 5119 203 108 95\nis_linear=0\nshrinkage=0.01\n\n\nTree=919\nnum_leaves=32\nnum_cat=0\nsplit_feature=17 90 76 31 84 89 83 179 23 71 184 168 0 38 71 101 236 89 89 63 57 79 72 0 69 38 179 22 227 56 236\nsplit_gain=1.53818 1.74352 4.45982 5.07039 2.88829 2.8001 3.12888 2.94834 4.19033 3.26038 2.45391 2.42926 2.23063 7.82894 2.91377 2.43893 2.39471 28.5408 27.5663 20.2123 19.4491 18.6726 12.6218 11.1707 16.4877 10.0341 9.20566 7.14213 7.09803 5.22203 4.61315\nthreshold=0.6618753121673705 0.46152997089347186 1.0416954986562381 38.634238227146831 1.449285757648729 0.45684202170840865 0.4295478849872742 38.710831912035914 -3.2484567901234569 0.070178996341134184 8.4505990088774521 14.284629183917193 4.2500000000000009 -79.408815638012129 0.62318592405496809 2.2311446388954388 28.697223293649227 0.76429761905523008 0.9858551469615352 0.0033643235406094854 22.031214347601537 0.90678958150424327 -0.30582423938733583 3.7500000000000004 -0.030286677580418479 216.7341579146516 4.7977016959934389 -23.111536281179138 0.011123899091586162 55.534781494172201 51.965606105669593\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 -1 4 -4 6 -3 11 9 -9 -10 12 14 -14 16 -15 17 19 22 25 21 -20 -19 -23 -25 27 -26 -7 -24 -21 -18\nright_child=-2 5 3 -5 -6 7 -8 8 10 -11 -12 -13 13 15 -16 -17 30 18 20 29 -22 23 28 24 26 -27 -28 -29 -30 -31 -32\nleaf_value=0.00015671956153023056 -0.0025252831211805427 -0.00021190235332880906 0.0058216792052347959 -0.00047077068474738311 2.6596488606185989e-05 0.0052715506183318109 -0.0037721295934652101 -0.0021167762775489139 -0.0060252600314845131 0.0028342338381395081 -0.0013649249937741743 0.0033389152161860335 -0.0066730757978867537 -0.0021857592791402927 0.00330731631366144 0.0021137136635934503 0.00085243710651210854 0.00082805097827288706 -0.0041466689808544047 0.00080846571262877377 -0.0058630954763887388 0.0094171924175408869 -0.011609794794270696 0.0063917241935094321 -0.0074931794696341371 -0.0057029752882316502 0.0023288655254387614 -0.00056381546348814409 -0.0037878544927217018 0.0098628051280087916 -4.7010616427171418e-05\nleaf_weight=414 13.999999999999998 63 31 29 10.999999999999998 23 32 13.999999999999998 12.999999999999998 21 39 11.999999999999998 11.999999999999998 10.999999999999998 17 27 644 14.999999999999998 23 9.9999999999999982 29 23 35 21 13.000000000000002 13.999999999999998 9.9999999999999982 53 35 27 4445\nleaf_count=414 14 63 31 29 11 23 32 14 13 21 39 12 12 11 17 27 644 15 23 10 29 23 35 21 13 14 10 53 35 27 4445\ninternal_value=0 1.12471e-05 0.000580478 0.002727 0.00460091 -3.8284e-05 -0.00165617 -7.85846e-06 -0.00173612 0.000823525 -0.00331391 2.25863e-05 9.27263e-06 -0.00190835 3.03787e-05 0.000673051 1.40286e-05 -0.00079732 -0.00305864 0.00279316 0.000136777 0.00246305 -0.00707572 0.00497591 0.00134033 1.56939e-05 -0.00381109 0.00160978 -0.00866118 0.00810836 6.82608e-05\ninternal_weight=0 6166 485 71 42 5681 95 5586 87 35 52 5499 5487 50 5437 38 5420 331 204 127 119 90 85 67 44 90 23 76 70 37 5089\ninternal_count=6180 6166 485 71 42 5681 95 5586 87 35 52 5499 5487 50 5437 38 5420 331 204 127 119 90 85 67 44 90 23 76 70 37 5089\nis_linear=0\nshrinkage=0.01\n\n\nTree=920\nnum_leaves=32\nnum_cat=0\nsplit_feature=53 97 236 87 85 0 16 84 28 231 0 64 231 75 234 233 69 227 71 239 0 81 69 236 62 24 239 53 162 73 176\nsplit_gain=1.5534 6.31965 2.7391 16.2799 4.59374 6.54292 4.58266 4.39746 2.94327 3.98186 7.80652 6.30118 3.62066 4.96942 3.05368 6.38305 2.65016 2.55357 2.52209 5.88544 2.64277 6.61454 4.78633 7.6702 3.14747 3.07107 2.59703 21.7702 21.4539 10.3088 5.16158\nthreshold=0.022900054061359643 11.704368847449564 46.00802260721305 1.1658657963166281 1.3383647321039656 3.7500000000000004 0.021965089965339166 1.6724920858764216 -0.3687809864352925 39.93083279352026 1.3500000000000003 0.13370675023500989 70.266857642924421 0.93878756996992652 1.0000000180025095e-35 39.449924859160099 -0.060638467814806002 0.010334257159653977 -0.037531663383056531 52.318744986256782 1.3500000000000003 0.98358016733281073 -0.0057833423747132339 46.00802260721305 0.30125873998269842 1.6686801446416852 52.318744986256782 -0.043746720451265902 11.359255337023949 -0.19640668369742334 19.572459993351508\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=18 -2 3 6 8 7 -3 -6 9 10 -4 16 13 14 -10 -16 -11 -18 19 -1 21 -21 23 25 -25 -22 27 28 -20 -29 -30\nright_child=1 2 4 -5 5 -7 -8 -9 12 11 -12 -13 -14 -15 15 -17 17 -19 26 20 22 -23 -24 24 -26 -27 -28 29 30 -31 -32\nleaf_value=-0.004229179653383831 -0.0052932593654647173 -0.00073994693637634756 -0.0073157929565082856 -0.0078285045829715825 0.0019572875165005245 0.0070851157751816007 0.0048387288644007589 -0.0036820005142292125 -0.0014004245740356891 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0.000262508 -0.000329379 0.000143528 -0.00284897 0.000483368 -0.00153119 -0.000764038 0.00057088 0.00201992 0.000113593 0.00165486 5.57239e-05 0.000845353 0.00112806 0.00246628 0.00055879 0.00111494 0.000338079 0.00543538 -1.86393e-06 0.00144598 -0.00182962 0.00663251 0.00109522\ninternal_weight=0 644 628 68 560 56 48 45 504 368 30 338 136 122 87 50 324 74 5536 367 355 96 259 224 199 25 5169 111 72 39 60\ninternal_count=6180 644 628 68 560 56 48 45 504 368 30 338 136 122 87 50 324 74 5536 367 355 96 259 224 199 25 5169 111 72 39 60\nis_linear=0\nshrinkage=0.01\n\n\nTree=921\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 66 82 43 236 242 44 48 242 109 152 31 51 53 97 153 53 181 1 232 232 75 86 184 2 0 72 139 54 0 29\nsplit_gain=1.53917 2.10254 3.64037 2.25227 4.75192 2.07754 10.3199 6.37323 5.56119 8.44669 2.5287 2.2603 3.57132 2.10963 6.81415 2.88545 4.13097 5.37828 3.14863 2.839 7.77575 16.9172 6.55078 5.19372 3.54545 3.10465 6.68182 2.7484 6.20441 7.99343 5.31654\nthreshold=1.0000000180025095e-35 0.058384603013459234 1.164794140982043 -2.250393006021858 19.61427087226987 30.577161886029867 2.6484183899546099 -0.034669289909740268 44.80746791527568 0.32290313740992577 3.7720678163213806 -198.31794072691699 -0.0048086271416290039 0.022900054061359643 11.704368847449564 0.87467027861672675 0.015063712446073343 13.51349039129164 7.5200000000000005 12.208168994811833 59.875678543069718 1.0220346605431165 0.83673598836923069 4.389190641534392 275.50000000000006 1.3500000000000003 -0.1645952664693294 17.215351473922905 0.010869865578036647 2.7500000000000004 16.38489535108025\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 5 3 -3 -5 6 10 -8 9 11 -2 -7 -13 15 -15 16 18 -18 19 22 21 -21 23 -10 -25 26 -24 -22 -29 -30 -31\nright_child=1 2 -4 4 -6 8 7 -9 13 -11 -12 12 -14 14 -16 -17 17 -19 -20 20 27 -23 25 24 -26 -27 -28 28 29 30 -32\nleaf_value=-0.002474435328298062 0.0043751911354333803 0.0034360778444010504 0.0047572167995057323 -0.0042499840155856318 0.00059051931407990246 -0.002010360289870203 -0.00011357421588898092 -0.0082683110429151146 0.0056830618427194269 0.0075476410606402254 -0.00037195505013938221 0.0028390201583263514 -0.0022280570084501944 -0.0059825512925647459 -0.00040025778163148024 -0.0031885886270406668 0.0056318349159460114 -0.0012207107343343464 -0.0035358125309541979 -4.6974965440621864e-05 -1.2336330107164375e-05 -0.011110985594942932 0.0011470105407223364 -0.00044216385926388588 0.0031740498745532033 0.0011551020092249698 -0.0070189815235362843 0.0049904568926415344 0.0019766549735038132 -0.0073295369721972318 0.00086234461536023772\nleaf_weight=14.999999999999998 11.999999999999998 13.999999999999998 11.999999999999998 11.999999999999998 253 15.999999999999998 16.000000000000004 14.999999999999998 26 13.999999999999998 20 39 10.999999999999998 12.999999999999998 497 18 19 13.999999999999998 14.999999999999998 45 4836 9.9999999999999982 14.000000000000002 61 36 17 11.999999999999998 26 52 10.000000000000002 9.9999999999999982\nleaf_count=15 12 14 12 12 253 16 16 15 26 14 20 39 11 13 497 18 19 14 15 45 4836 10 14 61 36 17 12 26 52 10 10\ninternal_value=0 1.18487e-05 0.000827015 0.000499214 0.000224752 -2.98719e-05 -0.00170637 -0.00511368 -8.79589e-06 0.00245774 0.00202608 0.000527019 0.00153871 -4.74478e-05 -0.000654864 1.30246e-05 3.01961e-05 0.00311689 4.51467e-06 2.16421e-05 -2.23485e-05 -0.00345851 0.00126989 0.00240002 0.00107115 -0.00180569 -0.0035247 2.28728e-05 0.0016006 -8.282e-05 -0.00431146\ninternal_weight=0 6165 291 279 265 5874 63 31 5811 80 32 66 50 5731 510 5221 5203 33 5170 5155 4989 55 166 123 97 43 26 4934 98 72 20\ninternal_count=6180 6165 291 279 265 5874 63 31 5811 80 32 66 50 5731 510 5221 5203 33 5170 5155 4989 55 166 123 97 43 26 4934 98 72 20\nis_linear=0\nshrinkage=0.01\n\n\nTree=922\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 150 85 58 153 96 184 79 239 12 20 67 231 178 64 36 95 236 84 31 242 88 231 82 132 190 231 46 77 19 146\nsplit_gain=1.55254 1.71192 4.35779 2.46122 1.94914 7.63534 10.8969 2.84439 7.36956 3.64456 3.83726 3.35276 3.77956 12.0613 10.4888 3.51127 2.89273 2.79167 2.58262 2.42452 5.5997 5.54945 4.59935 12.2046 12.0745 9.57644 8.75001 18.9805 7.40646 7.30641 6.85506\nthreshold=1.0000000180025095e-35 0.73499278163274828 1.1359161192638549 8.0030277703429284 0.87467027861672675 0.97241728747248002 9.1960324826288051 1.5239146991622243 65.190107271512645 1.4278985037849921 -14.285 -0.0038633548827802146 50.76505141373223 6.4154584645210662 -0.012328871059660592 -12.662521855265572 0.98872787350569447 46.00802260721305 0.57767589238541728 14.789256198347109 44.80746791527568 1.1322745441068789 54.554608939707471 0.95032804811372318 0.57694444444444482 0.19395695080816466 20.06391648001469 4.077842660239317 0.51800223128233724 17.198471972318341 0.47132008667837605\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 4 3 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17.000000000000004 23 10.999999999999998 96 37 13.999999999999998 12.999999999999998 49 4217 14.999999999999998 163 40 9.9999999999999982 14.000000000000002 12.999999999999998 63 27 9.9999999999999982 14.000000000000002 10.000000000000002 11.999999999999998 155 22 182 180 491 10.999999999999998 114 62 40\nleaf_count=42 13 17 23 11 96 37 14 13 49 4217 15 163 40 10 14 13 63 27 10 14 10 12 155 22 182 180 491 11 114 62 40\ninternal_value=0 1.09282e-05 0.00167788 0.00381347 -5.68834e-06 -0.00110556 -0.00387915 2.32021e-05 0.000824976 -3.60704e-05 -0.00235433 0.00112413 0.000670528 0.00246579 4.40167e-05 0.00309113 0.000790502 -0.00150677 -0.00515041 -7.86682e-06 0.00036928 0.00426067 0.000256686 0.000646977 -0.000657599 8.4154e-06 0.000707984 -0.00447548 0.00277102 0.000424655 -0.00233175\ninternal_weight=0 6167 51 28 6116 147 51 5969 402 5567 57 389 327 77 250 62 226 37 24 5510 1293 26 1267 890 377 692 512 21 198 84 195\ninternal_count=6180 6167 51 28 6116 147 51 5969 402 5567 57 389 327 77 250 62 226 37 24 5510 1293 26 1267 890 377 692 512 21 198 84 195\nis_linear=0\nshrinkage=0.01\n\n\nTree=923\nnum_leaves=32\nnum_cat=0\nsplit_feature=96 72 234 0 16 51 94 40 81 234 141 234 28 75 146 55 97 0 23 61 237 51 186 232 15 56 81 222 0 68 236\nsplit_gain=1.57977 3.9772 3.81048 4.77604 4.16321 3.65412 3.53186 3.4222 2.99429 6.82493 2.83666 2.72671 3.36785 2.66826 2.56983 7.65046 2.75446 2.42812 2.4046 2.39566 2.33116 3.20994 2.27909 7.19071 5.92102 4.13987 5.34518 3.47849 3.40021 10.7935 10.5754\nthreshold=0.99385392170740461 -0.26585746851783182 12.208168994811833 1.3500000000000003 0.0028443664584781405 -0.00028056992069368496 -0.36922728695117774 0.11827737974347456 1.3801017992424245 12.208168994811833 1.0000000180025095e-35 1.0000000180025095e-35 -0.30007987067646258 0.87147523060548704 0.49231459717028975 -0.0015336268679128548 11.66665763022046 2.7500000000000004 -1.5020661157024786 -0.0052454121691237346 46.445220700660499 -0.013148928079781193 3.9820833333333332 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0.0014488561248962065 -0.004284801938941824 0.0054071118648270659 0.0017199461420110318 0.00054073620661411394 -0.004004911013367825 0.0011152180950954422 0.0052572566032430467 -0.007618954859698727\nleaf_weight=28 23 42 10.000000000000002 11.999999999999998 43 11.999999999999998 11.999999999999998 9.9999999999999982 12.999999999999998 11.999999999999998 9.9999999999999982 11.000000000000002 11.999999999999998 51 23 44 12.000000000000002 21 35 23 5232 9.9999999999999982 9.9999999999999982 24 20 273 65 35 24 10.999999999999998 17\nleaf_count=28 23 42 10 12 43 12 12 10 13 12 10 11 12 51 23 44 12 21 35 23 5232 10 10 24 20 273 65 35 24 11 17\ninternal_value=0 0.000652403 7.77043e-05 -0.00135405 0.000985207 -0.00463075 -6.71496e-05 0.00305506 0.00262855 0.000787681 -3.73894e-05 -0.000127909 -0.00262077 0.000683192 -2.44454e-05 -0.00183922 -1.89216e-07 0.00302922 0.0015929 -0.00215496 1.75669e-05 -0.00267401 3.25913e-05 0.000685469 0.00109558 0.000764681 -0.0010619 -0.00274989 0.00128165 -0.000925677 -0.00329009\ninternal_weight=0 342 273 104 169 22 82 53 69 46 5838 116 23 93 5828 67 5761 33 47 35 5733 22 5711 479 434 414 89 45 325 52 41\ninternal_count=6180 342 273 104 169 22 82 53 69 46 5838 116 23 93 5828 67 5761 33 47 35 5733 22 5711 479 434 414 89 45 325 52 41\nis_linear=0\nshrinkage=0.01\n\n\nTree=924\nnum_leaves=32\nnum_cat=0\nsplit_feature=4 83 69 0 75 99 91 91 96 95 230 90 230 75 41 134 149 90 12 231 76 154 129 94 15 236 15 147 231 147 53\nsplit_gain=1.51796 3.60702 4.45338 3.29669 11.5013 6.68318 4.6832 3.69434 3.94845 6.39291 3.94263 3.18323 3.79633 3.098 2.98775 2.81245 2.82313 2.35479 3.11835 2.73898 2.64598 2.2955 2.2127 2.32013 6.47131 6.15516 5.75741 3.98308 4.1255 4.40888 3.71613\nthreshold=1.0000000180025095e-35 1.0863970328170598 0.065566196747150543 2.7500000000000004 1.0476748007963546 2.5527509488381752 1.2468545223553691 0.88999009330358525 0.97241728747248002 0.9871436101966784 0.48380355276907011 1.4140713266505054 0.48380355276907011 0.83499364820537181 0.46891249999999912 5.5720948286722107 0.15736802413272991 1.2309823642835191 1.7541215769953771 54.554608939707471 1.2000936559695081 0.78476780609211472 1.3480560279667415 -0.50899668420227151 166.18604069008708 38.217948399965721 170.63415839652262 0.27671733564955242 54.554608939707471 0.30349055866440849 -0.14220492118415992\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=11 3 -3 6 5 -5 7 10 -9 -10 -2 15 -13 -14 -12 16 17 22 19 21 -20 -19 23 24 25 -1 -26 30 29 -29 -27\nright_child=1 2 -4 4 -6 -7 -8 8 9 -11 14 12 13 -15 -16 -17 -18 18 20 -21 -22 -23 -24 -25 26 27 -28 28 -30 -31 -32\nleaf_value=-0.003313110226403329 -0.0015344609140322035 -0.0060658418818256114 0.00030075214037091996 0.0056530095177860177 -0.0047532017590167187 -0.00088814437352689767 0.0028207390367296415 -0.00050573071758282196 -0.0083066306993312151 -0.0016485151634486506 0.0046835611091810211 -0.00018148893679121992 0.00029156570274729794 0.0066380525560970427 0.0001813790763074612 0.0036701675869196511 0.0020445237967671678 -0.0012578974235063734 -0.0042891004127971772 -0.0025465899781077217 -7.1843469089275896e-05 0.0027308639679581755 0.0026748652641650707 -8.4465755918476128e-05 0.0061829644820601505 -0.0028579191094874517 -0.0012099629487855692 0.0044814601428200896 -0.0013702372682273562 -0.00053867385706385016 0.00037845277378079279\nleaf_weight=35 48 14.999999999999998 18 36 12.999999999999998 20 24 93 11.999999999999998 64 15.999999999999998 34 13.000000000000002 12.999999999999998 36 10.999999999999998 57 14.999999999999998 34 14.999999999999998 23 31 21 4791 25 28 10.999999999999998 57 19 21 531\nleaf_count=35 48 15 18 36 13 20 24 93 12 64 16 34 13 13 36 11 57 15 34 15 23 31 21 4791 25 28 11 57 19 21 531\ninternal_value=0 -0.000590021 -0.00333081 -0.000257348 0.00157051 0.00353627 -0.000725425 -0.00113157 -0.00199344 -0.00354344 0.000373794 4.32241e-05 0.0021628 0.00442726 0.00209865 1.72778e-05 3.84599e-06 -2.02874e-05 -0.00136123 0.00023737 -0.00285211 0.00143782 1.06811e-05 -4.27848e-06 0.000518139 0.000272288 0.00415206 0.000510457 0.00227871 0.00322226 0.000168967\ninternal_weight=0 395 33 362 69 56 293 269 169 76 100 5785 60 26 52 5725 5714 5657 118 61 57 46 5539 5518 727 691 36 656 97 78 559\ninternal_count=6180 395 33 362 69 56 293 269 169 76 100 5785 60 26 52 5725 5714 5657 118 61 57 46 5539 5518 727 691 36 656 97 78 559\nis_linear=0\nshrinkage=0.01\n\n\nTree=925\nnum_leaves=32\nnum_cat=0\nsplit_feature=241 90 236 55 236 0 73 63 90 231 165 55 231 80 228 14 0 164 78 236 231 131 187 190 15 96 231 76 242 236 93\nsplit_gain=1.51309 1.67661 6.5329 8.57563 6.23672 9.18276 8.42446 7.98798 10.2882 6.71277 30.9524 15.1869 5.68702 11.4023 6.30486 7.07138 5.64644 12.3742 11.5016 14.8259 19.2353 12.4893 11.4466 7.81177 7.77076 8.75031 7.74015 7.49272 9.55113 8.34422 17.4159\nthreshold=30.898135100226654 0.78043993907020703 1.0000000180025095e-35 -0.0041709884754646638 1.0000000180025095e-35 3.7500000000000004 -0.21339244452544762 0.051903738805492171 0.73595270483234143 20.06391648001469 5.4658455935065211 -0.13693518752395945 20.06391648001469 1.2215241889175998 0.013124999999999996 161.16324745849633 2.7500000000000004 26.591365721096711 1.2196179637025546 19.61427087226987 54.554608939707471 -0.20874293122537887 1.9152777777777781 0.60094371869105279 173.11932513614764 0.97241728747248002 54.554608939707471 1.0416954986562381 55.352755484902865 12.208168994811833 0.97710212318750311\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 4 3 -3 5 6 -2 9 -9 10 11 -6 13 -4 -14 -16 17 23 27 -20 21 -21 -19 24 -11 -26 -25 28 -18 30 -29\nright_child=1 2 12 -5 7 -7 -8 8 -10 16 -12 -13 14 -15 15 -17 18 22 19 20 -22 -23 -24 26 25 -27 -28 29 -30 -31 -32\nleaf_value=0.0026205907282480533 0.0090999554579057219 -0.0083853414949687094 0.00941876252501005 0.001656914085737485 -4.9154377590589937e-05 -0.0026970367312670711 -0.00030980942757296383 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5.49495 25.3629 11.0135 10.7167 9.01273 5.07061 5.06022 4.81011 4.72386 4.59964 4.52857\nthreshold=36.293171508032565 3.7500000000000004 0.76429761905523008 5.6302454023764161 1.2138095238095234 -0.18010762625113733 0.85980887385099058 21.150357948628422 12.526264682419171 0.61600329964941236 -0.33364583333333314 21.150357948628422 0.038963100391671786 33.740068943746643 4.1161896666337494 -0.00015845551502411496 0.70589248627456047 0.18748384938637114 -0.18457585797112117 14.547896329870722 39.449924859160099 14.547896329870722 -30.855662786185906 0.75000000000000011 0.78836632692292563 0.031755401234567902 9.4631927560704714 5.7460792327859984 13.583691577541297 2.790549210081839 5.8147500848596385\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 4 3 -3 6 -6 8 -8 9 14 18 -12 13 17 15 16 -1 -13 -10 -16 21 22 28 27 26 29 -23 -24 -2 -4 -22\nright_child=20 2 25 -5 5 -7 7 -9 10 -11 11 12 -14 -15 19 -17 -18 -19 -20 -21 30 24 23 -25 -26 -27 -28 -29 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14.999999999999998 10.999999999999998 9.9999999999999982 26 10.999999999999998 18 530\nleaf_count=10 49 13 18 20 32 43 10 12 37 17 30 31 14 11 32 10 11 226 42 16 4805 19 30 21 15 11 10 26 11 18 530\ninternal_value=0 0.00045121 0.00379784 -0.00101851 -6.34516e-05 0.00262051 -0.000501798 -0.00578546 -0.000151506 -0.0027731 0.000545263 -0.000409844 -0.000995135 -0.00147556 -0.00462417 -0.000405073 -0.00427422 -0.00198868 0.00393955 -0.00680937 -5.22123e-05 -0.0017188 -0.00379814 -0.001039 0.00425995 0.00676494 0.00684407 -0.00322015 -0.00668478 0.00822666 7.43964e-06\ninternal_weight=0 664 80 33 584 75 509 22 487 96 391 312 282 268 79 31 21 257 79 48 5516 181 137 77 44 47 29 56 60 36 5335\ninternal_count=6180 664 80 33 584 75 509 22 487 96 391 312 282 268 79 31 21 257 79 48 5516 181 137 77 44 47 29 56 60 36 5335\nis_linear=0\nshrinkage=0.01\n\n\nTree=927\nnum_leaves=32\nnum_cat=0\nsplit_feature=55 233 233 230 233 150 79 181 233 185 99 69 12 233 103 52 154 242 150 12 51 139 142 164 71 27 234 71 72 236 179\nsplit_gain=1.525 7.45443 7.3139 15.0442 7.29781 11.4836 11.5281 10.3284 7.2389 6.81055 5.78264 5.61767 5.61441 5.0695 12.5422 9.26241 4.92776 4.78627 16.8666 21.1702 18.8952 9.83508 7.42874 7.03184 6.37126 6.79439 10.428 9.95602 6.91818 6.86853 9.87061\nthreshold=-0.0021365587375145197 4.1161896666337494 8.425741474517972 0.43650793650793657 36.293171508032565 0.59243429257854052 0.89534883720930225 23.932911387922164 1.0000000180025095e-35 0.39140573822121477 2.4423990094981343 0.016696927301919549 3.9302296828024876 17.844779279071584 0.17521279848607077 0.0028625060168097254 0.91396664416944728 55.352755484902865 0.59851624185257823 3.5236259130292056 -0.018721336616216042 9.0027591561443483 1.7184490740740743 5.6906571347660124 0.41724622568799041 2.2374928436165065 12.208168994811833 0.46029046727095607 -0.037627432808155718 33.341313278210301 17.819138666926655\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 10 3 -3 5 6 -4 -7 9 -2 -1 -5 -8 14 -10 -16 -15 18 19 20 -6 -22 24 -20 -19 26 27 -26 -27 -28 -31\nright_child=8 2 4 11 17 7 12 -9 13 -11 -12 -13 -14 16 15 -17 -18 22 23 -21 21 -23 -24 -25 25 28 29 -29 -30 30 -32\nleaf_value=0.0055079510706368432 -0.0065042848223145532 0.002763931787898083 0.0081505896424789465 -0.008318025472131025 0.002942402589167802 -0.0072809898649711866 0.0019837457772986979 0.00050223408534419889 0.0072886494679188611 0.0015763383567102452 -0.0017057614352404915 5.3089406937811389e-05 -0.0036949257173149786 0.00010338700741225248 -0.006070531914948816 0.0025207576713784543 0.0025078293581380254 -0.00017410900958093184 0.0049114455920097524 0.00050294827133702004 -0.010485031690710751 -0.0019151559053773558 -0.0033956625973257377 -0.00043631723938843294 0.004528592255540329 -0.0040063356673059975 -0.00085708653016349488 -0.0034121028563229927 0.0017263252232503406 0.0076002458436565477 -4.9235551232172704e-06\nleaf_weight=30 20.000000000000004 20 22 28 12.999999999999998 14.999999999999998 179 50 24 10.999999999999998 9.9999999999999982 9.9999999999999982 9.9999999999999982 2046 10.999999999999998 22 79 3071 33 77 50 24 58 54 13.999999999999998 29 17 37 37 56 23\nleaf_count=30 20 20 22 28 13 15 179 50 24 11 10 10 10 2046 11 22 79 3071 33 77 50 24 58 54 14 29 17 37 37 56 23\ninternal_value=0 -0.000113472 -0.00016192 -0.00341331 -0.000104505 0.00143342 0.0025423 -0.00202521 0.000213555 -0.00395184 0.00372406 -0.00656298 0.00151271 0.000290492 0.00299996 -0.00108877 0.000204103 -0.000226293 -0.00153072 -0.00334934 -0.0064592 -0.00826449 -0.00012405 0.00188936 -5.61354e-05 0.00157632 0.00271739 -0.000847256 -0.000988287 0.00451238 0.00563431\ninternal_weight=0 3967 3927 58 3869 276 211 65 2213 31 40 38 189 2182 57 33 2125 3593 251 164 87 74 3342 87 3284 213 147 51 66 96 79\ninternal_count=6180 3967 3927 58 3869 276 211 65 2213 31 40 38 189 2182 57 33 2125 3593 251 164 87 74 3342 87 3284 213 147 51 66 96 79\nis_linear=0\nshrinkage=0.01\n\n\nTree=928\nnum_leaves=32\nnum_cat=0\nsplit_feature=76 76 22 177 0 62 163 52 234 78 176 232 232 224 162 0 76 55 86 164 153 0 61 23 64 58 93 0 46 21 39\nsplit_gain=1.54547 2.14153 4.09754 1.97975 5.17718 12.5616 5.59363 4.47361 3.73346 5.37556 3.18011 2.81766 6.78943 6.25442 5.99288 6.86981 4.55772 4.08806 3.97796 3.44049 2.73264 7.09775 10.0539 13.0187 7.38215 8.75091 6.46102 6.0225 4.52633 7.78204 8.23917\nthreshold=2.0848903836365276 2.005944986173668 -62.462477693246917 22.302030655261348 1.0500000000000003 0.28887789461371188 38.146535447345805 0.00041863319463433503 1.0000000180025095e-35 1.2078590386094679 35.618364109007381 12.208168994811833 36.896822294874177 0.03526736111111111 35.880847499042012 1.3500000000000003 0.99017397420412145 -0.073748872027083356 0.83673598836923069 23.819711200269879 0.80140671825464482 2.7500000000000004 -0.025660750860178754 -3.2223611111111117 0.049023862827939822 0.14207310353760702 0.988138753942155 1.0500000000000003 -2.3391605892361214 -0.7779301935680526 -0.38854854284471685\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 3 -3 10 5 -5 7 -6 -8 -10 11 13 16 14 18 17 -13 -16 19 -1 -14 22 23 27 25 26 -23 -22 29 30 -24\nright_child=-2 2 -4 4 6 -7 8 -9 9 -11 -12 12 20 -15 15 -17 -18 -19 -20 -21 21 24 28 -25 -26 -27 -28 -29 -30 -31 -32\nleaf_value=0.0058148657548330006 0.0015488921146869234 0.0010894720486487753 -0.0054665650801065269 -0.0016749319685389337 0.00016561754642964316 0.0097133310650374654 -0.0053062125581645348 0.0042118334666402255 -0.0027389744126075774 0.0033352843696445073 -0.0040138809320444347 -0.00032396743114756327 4.8240527654569173e-05 -0.0026605583204399904 -0.0002029938560405056 0.0031961305686996778 -0.006289358614592358 -0.0062472994184451522 6.2080466452605208e-05 0.00025988744016529493 -0.0018588995279894317 -0.0059901309360511773 -0.0094928780793992092 -0.0011889211878502387 0.0067628669548794196 0.0041051077178030828 6.0544973040924963e-05 -0.011426909876843193 0.00071170312394143649 -0.00013815428200909748 -0.00081706590772666744\nleaf_weight=48 54 13.000000000000002 9.9999999999999982 14.000000000000002 89 9.9999999999999982 13.999999999999998 30 25 14.999999999999998 9.9999999999999982 25 5118 26 27 22 19 9.9999999999999982 25 14.999999999999998 15.000000000000002 12.999999999999998 11.999999999999998 76 10.999999999999998 32 75 15.999999999999998 173 112 26\nleaf_count=48 54 13 10 14 89 10 14 30 25 15 10 25 5118 26 27 22 19 10 25 15 15 13 12 76 11 32 75 16 173 112 26\ninternal_value=0 -1.31532e-05 -0.00255374 5.83273e-07 0.000961868 0.00453142 0.000246111 0.0014331 -0.00218486 -0.00024964 -3.30529e-05 -1.95163e-05 -5.84746e-05 0.00120203 0.00201116 -0.0004374 -0.0035876 -0.00281823 0.00352992 0.00470903 -2.48734e-05 -0.000681055 -0.00129702 -0.00381042 0.00128942 0.00030606 -0.00135333 -0.00837981 -0.000374988 -0.00159445 -0.0049637\ninternal_weight=0 6126 23 6103 197 24 173 119 54 40 5906 5896 5723 173 147 59 44 37 88 63 5679 561 430 107 131 120 88 31 323 150 38\ninternal_count=6180 6126 23 6103 197 24 173 119 54 40 5906 5896 5723 173 147 59 44 37 88 63 5679 561 430 107 131 120 88 31 323 150 38\nis_linear=0\nshrinkage=0.01\n\n\nTree=929\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 150 85 58 153 21 231 57 79 239 12 20 67 231 178 64 102 95 236 84 31 242 88 231 82 132 190 231 46 77 19\nsplit_gain=1.54196 1.67556 4.17143 2.33182 1.90464 7.04807 15.9041 6.30475 2.74968 7.05618 3.35387 3.71437 3.18446 3.61251 11.0924 9.84206 3.46408 2.8292 2.65873 2.50697 2.31332 5.43413 5.39174 4.20582 11.4407 11.1808 9.15802 8.53288 18.3884 7.02032 6.91558\nthreshold=1.0000000180025095e-35 0.73499278163274828 1.1359161192638549 8.0030277703429284 0.87467027861672675 -0.7779301935680526 54.554608939707471 1.7396088851016842 1.5239146991622243 65.190107271512645 1.4278985037849921 -14.285 -0.0038633548827802146 50.76505141373223 6.4154584645210662 -0.012328871059660592 0.51714551575897227 0.98872787350569447 46.00802260721305 0.57767589238541728 14.789256198347109 44.80746791527568 1.1322745441068789 54.554608939707471 0.95032804811372318 0.57694444444444482 0.19395695080816466 20.06391648001469 4.077842660239317 0.51800223128233724 17.198471972318341\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 4 3 -3 8 6 7 -6 10 -10 11 -1 16 15 -15 17 -11 -14 -16 -17 -12 22 -22 24 26 -25 27 28 -23 30 -26\nright_child=-2 2 -4 -5 5 -7 -8 -9 9 12 20 -13 13 14 18 19 -18 -19 -20 -21 21 23 -24 25 29 -27 -28 -29 -30 -31 -32\nleaf_value=-0.00035391137760089358 -0.0025825429600979696 0.0053302920129765586 -0.0012471289921103885 -6.9619915759669185e-05 -0.011112996261996974 0.00021168539481371894 0.003488059872302521 -0.0007578641227156738 -0.0046176113427172259 0.0057368463874135208 -0.00012113226093100339 -0.0053167179957872221 0.0014444971128316406 0.0055232963216114732 0.0018702621991344408 -0.00095513430221022305 0.00096621523233470733 -0.00092666943192164914 -0.0027909012019203812 -0.0073242740601926187 0.0069549841464930963 -0.010482598376770026 -0.00072404617091663512 -0.0022355790223886575 -0.0035128536778398266 0.0011283121493746377 -0.0018749997241310635 0.00099200250885363075 0.0034452554706689786 0.0041935857699573684 0.002080052474625795\nleaf_weight=42 12.999999999999998 17.000000000000004 23 10.999999999999998 13.000000000000002 113 10.999999999999998 9.9999999999999982 12.999999999999998 19 4217 14.999999999999998 163 40 9.9999999999999982 14.000000000000002 43 63 27 9.9999999999999982 14.000000000000002 10.000000000000002 11.999999999999998 195 22 182 180 491 10.999999999999998 114 62\nleaf_count=42 13 17 23 11 13 113 11 10 13 19 4217 15 163 40 10 14 43 63 27 10 14 10 12 195 22 182 180 491 11 114 62\ninternal_value=0 1.15165e-05 0.00166067 0.00374884 -4.92383e-06 -0.00109216 -0.00448879 -0.00820473 2.36338e-05 0.000811947 -3.46451e-05 -0.00225853 0.00110458 0.000662164 0.00241732 4.9394e-05 0.00302192 0.000772251 -0.00140124 -0.00498261 -7.58957e-06 0.000360807 0.00419418 0.000249915 0.00062311 -0.000624439 4.90272e-06 0.000689064 -0.00442908 0.0026796 0.000397367\ninternal_weight=0 6167 51 28 6116 147 34 23 5969 402 5567 57 389 327 77 250 62 226 37 24 5510 1293 26 1267 890 377 692 512 21 198 84\ninternal_count=6180 6167 51 28 6116 147 34 23 5969 402 5567 57 389 327 77 250 62 226 37 24 5510 1293 26 1267 890 377 692 512 21 198 84\nis_linear=0\nshrinkage=0.01\n\n\nTree=930\nnum_leaves=32\nnum_cat=0\nsplit_feature=17 28 239 92 28 0 73 179 153 234 177 35 98 31 34 44 39 59 162 0 30 103 236 236 33 224 234 63 239 70 221\nsplit_gain=1.54389 1.73195 5.87161 11.6126 5.13799 4.51026 9.60219 4.0021 5.66987 3.68359 17.2275 15.9351 14.5949 12.8867 12.0368 13.6357 12.1684 10.4208 20.5538 8.10744 7.45526 7.03703 11.4666 10.1588 13.1483 6.32237 10.2762 14.0029 9.84664 9.31209 9.70892\nthreshold=0.6618753121673705 -4.4376384931940489 52.318744986256782 0.82176978961878422 -4.3298898071625311 3.7500000000000004 -0.16785302503148847 38.710831912035914 0.51323741194500661 1.0000000180025095e-35 25.522161313191905 1309.9681954276468 14.708163101708829 84.772923875432539 -829.4820064018005 -4.0559667708538525 -0.22799089423076926 42.144830711666486 34.693212123637871 2.7500000000000004 19.965056470682885 0.16404213072736154 33.341313278210301 46.00802260721305 171.98415389644967 0.023636831275720162 19.61427087226987 0.015869739835232304 39.602454348709514 0.13450578699702873 0.10233310233310237\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 9 3 5 -4 -3 -7 -6 -9 10 11 12 13 14 -1 -16 19 18 -11 -17 -13 22 -19 -24 -25 -23 27 -27 -28 30 -30\nright_child=-2 2 4 -5 7 6 -8 8 -10 17 -12 20 -14 -15 15 16 -18 21 -20 -21 -22 25 23 24 -26 26 28 -29 29 -31 -32\nleaf_value=-0.0023021182694504716 -0.0025291036118483983 0.0025677720732473082 -0.0027050920414757023 0.0071126901429628339 -7.242195746724678e-05 0.0016711531399497854 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0.00254024 -0.000182108 -0.000499303 -0.00265192 -0.000126128 -0.00220843 0.00021853 0.000816799 0.00107513 0.00142081 0.0021024 0.00253715 0.00298558 0.00492479 -3.22922e-05 -0.00210485 0.00799175 -0.00509629 0.000255511 0.00207339 0.0009897 0.00191529 3.30309e-06 -0.000518395 -0.00268142 3.29159e-05 0.00026795 -0.00104474\ninternal_weight=0 6166 3723 71 3652 48 29 3583 80 2443 715 703 673 553 513 473 199 1728 203 73 30 1525 177 160 144 1348 851 165 686 669 294\ninternal_count=6180 6166 3723 71 3652 48 29 3583 80 2443 715 703 673 553 513 473 199 1728 203 73 30 1525 177 160 144 1348 851 165 686 669 294\nis_linear=0\nshrinkage=0.01\n\n\nTree=931\nnum_leaves=32\nnum_cat=0\nsplit_feature=96 72 234 0 75 201 51 94 81 234 141 124 16 23 233 0 84 139 227 57 176 24 233 163 187 68 0 175 233 100 90\nsplit_gain=1.55108 3.74111 3.47173 4.53106 3.9691 4.73052 3.60224 3.25752 2.86795 6.62285 2.80881 2.50919 2.50556 2.34206 2.28733 10.0853 13.3514 8.09316 6.8829 6.58599 6.54979 8.96577 7.08311 10.193 6.81542 10.9095 5.6718 8.37616 5.26258 24.385 12.677\nthreshold=0.99385392170740461 -0.26585746851783182 12.208168994811833 1.3500000000000003 0.87147523060548704 1.0000000180025095e-35 -0.00028056992069368496 -0.36922728695117774 1.3801017992424245 12.208168994811833 1.0000000180025095e-35 1.0000000180025095e-35 0.0038352633821465256 -1.5020661157024786 36.293171508032565 3.7500000000000004 1.0885014081962894 9.198379629629633 0.020203451751070797 8.6671631648541858 5.7305984180273049 -1.0000000180025095e-35 17.844779279071584 24.904973390811271 4.824195995527842 -0.090081645889936598 1.3500000000000003 12.578978977045592 39.449924859160099 14.543333598838945 1.0080113977306275\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=10 8 4 6 -3 12 -4 -5 -2 -10 11 14 -6 -9 15 17 -17 18 20 -18 24 22 23 -22 25 -1 27 -24 29 30 -16\nright_child=1 2 3 7 5 -7 -8 13 9 -11 -12 -13 -14 -15 28 16 19 -19 -20 -21 21 -23 26 -25 -26 -27 -28 -29 -30 -31 -32\nleaf_value=-0.0074459603769113682 0.0048395560876169155 -0.0011199500496694406 0.000257477495487123 -0.0020385029297282694 0.001167734615982598 -0.0016615235169718712 -0.0067368760712588826 -0.0014620067082103769 -0.0037001160653392512 0.0029727079682709263 -0.0037789237013408413 -0.0031245156309785953 0.0046237090449667085 0.0026916329026151742 -0.0054186179904782547 -0.0027258181900128137 0.0020204893000789243 0.0056382013474029057 0.0048482195449606946 0.0093994672122105528 0.0018812943277386515 0.0042444550962160892 -0.0020867158012873284 -0.0063337747929997782 0.0030917451539498654 -0.0011307486908959028 0.0033813454356394924 0.0036282615603475655 -1.8580975237716089e-05 0.0036441974535861756 0.0020309820298486892\nleaf_weight=22 23 55 10.000000000000002 35 54 22 11.999999999999998 11.999999999999998 12.999999999999998 33 9.9999999999999982 15.999999999999998 38 35 103 17 31 14.999999999999998 15.999999999999998 22 19 47 80 28 21 232 47 26 5012 51 23\nleaf_count=22 23 55 10 35 54 22 12 12 13 33 10 16 38 35 103 17 31 15 16 22 19 47 80 28 21 232 47 26 5012 51 23\ninternal_value=0 0.000645743 8.78888e-05 -0.00127925 0.000953673 0.00196374 -0.00447068 -3.01446e-05 0.00256239 0.000762925 -3.77548e-05 -2.48736e-05 0.00290856 0.00156069 -1.09884e-05 0.000556595 0.00387532 7.51308e-05 -0.00018003 0.00608925 -0.000422387 0.000744583 -0.000240839 -0.00326537 -0.00145989 -0.00193906 0.000831593 -0.000492991 -8.00729e-05 -0.00172719 -0.00400942\ninternal_weight=0 342 273 104 169 114 22 82 69 46 5838 5828 92 47 5812 623 70 553 538 53 522 247 200 47 275 254 153 106 5189 177 126\ninternal_count=6180 342 273 104 169 114 22 82 69 46 5838 5828 92 47 5812 623 70 553 538 53 522 247 200 47 275 254 153 106 5189 177 126\nis_linear=0\nshrinkage=0.01\n\n\nTree=932\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 131 0 68 91 236 176 232 232 221 42 157 16 176 23 231 234 144 31 58 231 73 89 129 81 64 38 183 228 148 153\nsplit_gain=1.54198 2.2354 3.89328 7.07313 4.40228 2.61143 2.49216 2.8821 6.66445 5.81735 5.96476 4.46649 4.43564 3.95615 2.47521 6.83677 5.3796 3.41334 3.17989 2.4386 2.41332 14.0164 12.2748 11.9606 12.0952 11.3204 10.8741 12.0774 14.5611 12.6117 10.7918\nthreshold=1.0000000180025095e-35 0.44416708665510279 2.7500000000000004 -1.0000000180025095e-35 1.3483118283370608 51.965606105669593 35.618364109007381 12.208168994811833 36.896822294874177 0.10493827160493831 0.12402819387755191 5.2116579994235197 -0.016741588475429146 16.763620010561549 -2.4583098525406251 54.554608939707471 12.208168994811833 0.61978260869565227 -1.0000000180025095e-35 -9.8368818251469374 50.76505141373223 -0.36427110788028461 1.3354711170330664 -2.1577316998337825 2.1154025243602739 0.12316065111492365 -253.55591391266583 8.7701753826530631 0.0033816964285714253 0.022758194186765602 0.48668129205653138\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 6 4 -4 14 -5 7 9 12 10 11 -2 -9 -11 15 -3 -16 -18 -17 -12 21 -10 30 -23 25 26 -25 28 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13.000000000000002 12.999999999999998 9.9999999999999982 12.999999999999998 141 54 55 353 19 62 1582 533 106 20 2413\nleaf_count=15 31 72 14 27 15 30 10 25 358 36 10 23 19 59 21 28 13 13 10 13 141 54 55 353 19 62 1582 533 106 20 2413\ninternal_value=0 1.19781e-05 0.000932512 -0.000946217 0.00171741 0.000835741 -2.73029e-05 -1.53553e-05 -5.45449e-05 0.00122362 -0.000775556 -0.00248428 -0.00355108 0.00276355 0.00102378 0.00179707 -0.000783825 0.00197537 -0.00140318 0.00277335 -2.1359e-05 -0.000210278 0.000202122 3.663e-05 -6.53412e-05 -0.000134971 -2.63058e-05 0.000232801 -0.00017921 -0.00331922 9.25401e-05\ninternal_weight=0 6165 243 71 172 57 5922 5912 5740 172 77 54 44 95 157 110 47 26 38 23 5696 3087 2609 2729 2675 2656 2594 2241 1708 126 2554\ninternal_count=6180 6165 243 71 172 57 5922 5912 5740 172 77 54 44 95 157 110 47 26 38 23 5696 3087 2609 2729 2675 2656 2594 2241 1708 126 2554\nis_linear=0\nshrinkage=0.01\n\n\nTree=933\nnum_leaves=32\nnum_cat=0\nsplit_feature=17 90 76 31 0 89 178 234 179 234 67 1 2 0 38 71 101 168 236 89 89 63 57 68 72 38 227 22 66 69 0\nsplit_gain=1.53257 1.63086 4.13321 4.83657 2.80097 2.60193 3.03002 3.92291 2.78015 3.85905 4.55074 4.36077 3.04623 2.32377 7.75617 2.8484 2.58953 2.29669 2.42043 27.4545 25.8625 18.795 18.6985 18.3951 11.9317 9.88168 6.79824 6.77822 6.4924 5.13165 5.07987\nthreshold=0.6618753121673705 0.46152997089347186 1.0416954986562381 38.634238227146831 2.7500000000000004 0.45684202170840865 10.133812347412439 44.80746791527568 38.710831912035914 1.0000000180025095e-35 -0.0063076768963732594 5.7150000000000007 0.70150000000000012 4.2500000000000009 -101.92538037095611 0.62318592405496809 2.2311446388954388 14.284629183917193 28.697223293649227 0.76429761905523008 0.9858551469615352 0.0033643235406094854 22.031214347601537 -0.030154230919636257 -0.30582423938733583 216.7341579146516 0.011123899091586162 -23.111536281179138 -0.046411640267692393 -0.14162088158957223 3.7500000000000004\ndecision_type=2 2 2 2 2 2 2 2 2 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30\ninternal_count=6180 6166 485 71 42 5681 95 30 5586 87 61 26 26 5499 50 5449 40 5432 5420 331 204 127 119 90 85 90 70 76 54 37 30\nis_linear=0\nshrinkage=0.01\n\n\nTree=934\nnum_leaves=32\nnum_cat=0\nsplit_feature=96 72 234 0 16 51 94 40 141 81 234 234 28 75 146 55 97 44 234 58 0 65 233 233 2 75 131 154 233 187 2\nsplit_gain=1.52201 3.60064 3.28043 4.40631 3.79978 3.46184 3.16408 3.05852 2.77963 2.743 6.45658 2.65292 3.31146 2.48751 2.4176 7.45744 2.60512 2.43172 11.3566 4.79515 4.28755 5.28961 2.36257 9.77839 13.1077 9.06883 11.2986 9.70689 8.76544 8.58305 7.66225\nthreshold=0.99385392170740461 -0.26585746851783182 12.208168994811833 1.3500000000000003 0.0028443664584781405 -0.00028056992069368496 -0.36922728695117774 0.11827737974347456 1.0000000180025095e-35 1.3801017992424245 12.208168994811833 1.0000000180025095e-35 -0.30007987067646258 0.87147523060548704 0.49231459717028975 -0.0015336268679128548 11.66665763022046 -14.911759499121471 44.80746791527568 -0.13967719242907189 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0.00163998 -0.000599148 -0.00498329\ninternal_weight=0 342 273 104 169 22 82 53 5838 69 46 116 23 93 5828 67 5761 5733 88 35 53 36 5645 614 41 573 481 311 170 257 54\ninternal_count=6180 342 273 104 169 22 82 53 5838 69 46 116 23 93 5828 67 5761 5733 88 35 53 36 5645 614 41 573 481 311 170 257 54\nis_linear=0\nshrinkage=0.01\n\n\nTree=935\nnum_leaves=32\nnum_cat=0\nsplit_feature=55 233 233 233 230 185 233 150 79 181 99 69 181 97 233 103 52 23 236 236 46 177 233 99 12 72 242 150 12 51 74\nsplit_gain=1.56301 7.05347 6.97524 6.95731 14.2787 6.33496 6.19501 10.4373 11.0296 9.49273 5.60492 5.27359 5.19295 7.81656 4.90486 12.0325 9.10045 4.77792 10.4664 14.0656 11.9781 8.20457 6.73466 6.24139 4.72061 4.63567 4.61439 16.2101 20.2765 18.1783 9.47684\nthreshold=-0.0021365587375145197 4.1161896666337494 1.0000000180025095e-35 8.425741474517972 0.43650793650793657 0.39140573822121477 36.293171508032565 0.59243429257854052 0.89534883720930225 23.932911387922164 2.4423990094981343 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12.208168994811833 -275.39124318289424 33.740068943746643 -0.12681724311116119 54.554608939707464 21.150357948628422 55.352755484902872 -12.121214814814813 54.554608939707471 23.822071923254743 -0.0067908341083140443 12.208168994811833 2.6390263725872507 2.6843162607051503 35.618364109007381 10.158944022925253 0.0011177268761155153 11.25410862646301 38.217948399965721 -0.0024117884920634995 46.00802260721305 5.8300121418785986 -0.12663795453545956 12.903610637345304 0.24169174519366274 53.431895585569428 55.352755484902865\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 10 3 4 5 -3 9 -8 -9 -5 -1 12 -2 18 -15 17 -17 -16 19 21 -21 -12 23 27 25 26 -24 -23 29 30 -26\nright_child=11 2 -4 6 -6 -7 7 8 -10 -11 13 -13 -14 14 15 16 -18 -19 -20 20 -22 22 24 -25 28 -27 -28 -29 -30 -31 -32\nleaf_value=-0.0026357497802496207 0.0048166661835050183 -0.003973146768509855 -0.00378615637327108 0.0021919091003915294 -0.0043692758802248675 0.00084090241161013219 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234 236 1 31 233 190 234 222 75 58 234 234 163 58 93 22 34 28 43 102 183 234 234 21 53 144 231 79 236\nsplit_gain=1.53868 7.51011 7.7889 6.42028 19.7155 11.0891 6.20121 7.38451 8.10696 10.6478 4.34817 3.9762 6.25418 5.7509 4.18773 3.90711 3.45825 2.96778 2.64542 2.75435 2.29243 2.26449 2.23735 2.21107 12.1958 18.2209 16.7159 10.8018 11.0464 25.4209 19.1546\nthreshold=0.018590856481481486 4.2503347840692793 1.0000000180025095e-35 19.61427087226987 2.8450000000000002 -347.70148928360504 12.526264682419171 0.2182176360002098 1.0000000180025095e-35 0.073090277777777796 1.3749096026245102 -0.72399859876859285 1.0000000180025095e-35 19.61427087226987 31.972345093615974 -2.486135189854632 0.89619552551673032 -11.992799999999997 -622.06490204738191 -16.840530198204679 1.3298601976011935 0.27934669850150656 16.58601332199547 12.208168994811833 44.80746791527568 -0.7779301935680526 -0.016371044557672739 0.57426470588235301 54.554608939707471 0.97119078701976891 33.341313278210301\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=23 2 -2 4 21 -6 10 11 15 -10 -5 18 16 -14 -15 -9 -13 -4 -8 -20 -7 -3 -21 -1 25 -25 -26 -28 29 -29 -31\nright_child=1 3 17 6 5 20 7 8 9 -11 -12 12 13 14 -16 -17 -18 -19 19 22 -22 -23 -24 24 26 -27 27 28 -30 30 -32\nleaf_value=0.00016268324350827867 -0.00709808655732068 -0.0015538460754513767 0.0015909558334538487 -0.0048902331517228287 -0.0042447724593811997 0.0060084262883550966 -0.0024748150924548441 -0.0042784811272409328 0.0074411696265034308 0.00051692007329141572 0.0010162308394794598 0.00098758859097038262 -0.00359239959953595 0.0037997621565054023 -0.00079086598251798372 0.0020446175014419764 0.0068315584730733649 -0.0025592704955093816 -0.0021249886359109385 0.00048810443922768976 0.00037979184490167893 -0.008442656946747203 0.0037798783532999704 -0.0032798107175133419 0.00061330601659788581 0.0014896778463664962 0.00026298517843130904 1.2276259953688486e-05 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79 46 799 762 107 86 37 655 126 82 65 21 44 50 529 506 35 33 477 5236 2933 372 2561 942 568 250 133\nis_linear=0\nshrinkage=0.01\n\n\nTree=940\nnum_leaves=32\nnum_cat=0\nsplit_feature=60 226 5 234 236 1 31 233 13 2 76 100 236 175 0 66 22 163 236 44 132 59 0 22 231 236 231 234 25 132 84\nsplit_gain=1.56942 1.53248 7.22733 7.56837 6.14397 18.7418 10.6185 5.89261 6.98921 5.93048 4.18418 3.50901 3.25154 3.23396 3.05837 4.09826 2.83145 2.62658 5.10264 14.1631 6.54936 4.5876 4.52388 7.95958 3.24089 6.49242 6.61268 5.51757 9.43115 5.10295 3.24079\nthreshold=8.4390934998250895 0.018590856481481486 4.2503347840692793 1.0000000180025095e-35 19.61427087226987 2.8450000000000002 -347.70148928360504 12.526264682419171 1.2021111051395761 569.50000000000011 1.3127598720622673 14.596496268320537 51.965606105669593 12.578978977045592 1.3500000000000003 -1.0000000180025095e-35 -11.992799999999997 27.043951388388127 46.00802260721305 -4.0159219348898771 0.90376803692155971 51.454640474304959 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245\nis_linear=0\nshrinkage=0.01\n\n\nTree=944\nnum_leaves=32\nnum_cat=0\nsplit_feature=60 30 30 0 86 233 233 12 233 62 0 89 153 61 69 0 234 88 50 233 99 131 234 108 11 187 84 152 233 31 165\nsplit_gain=1.51825 1.48236 5.65116 7.67895 6.47789 4.51641 6.53639 11.4944 4.42282 4.57801 6.72037 10.8803 4.38688 8.51569 9.31384 4.32502 6.75181 4.2209 3.9775 3.94338 6.21509 7.97535 4.95577 13.861 8.25301 7.72237 8.60071 7.04885 6.26035 12.0545 5.76351\nthreshold=8.4390934998250895 -3.3606665705497862 -1.8233643810278777 3.7500000000000004 0.60332421545272485 4.1161896666337494 8.425741474517972 3.6167438709270825 17.844779279071584 0.56774841315640556 1.3500000000000003 1.1157068501847631 0.80140671825464482 -0.021829710100446421 -0.19990430671796328 2.7500000000000004 1.0000000180025095e-35 0.98354710873621654 0.010084426940978603 36.293171508032565 2.4359382207408538 -1.0000000180025095e-35 12.208168994811833 1.0000000180025095e-35 3.2083280843201485 3.9650930650037797 1.1322525704461599 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78\nis_linear=0\nshrinkage=0.01\n\n\nTree=949\nnum_leaves=32\nnum_cat=0\nsplit_feature=60 238 25 236 233 234 73 52 71 236 68 23 71 234 54 101 154 53 147 236 189 154 236 236 83 231 64 12 17 243 57\nsplit_gain=1.5289 1.48741 1.86281 1.9795 2.66984 3.61819 2.83306 2.40033 1.76764 4.33397 4.70239 3.12725 2.32551 5.11364 9.36821 7.8871 5.60164 5.65136 5.54014 9.84179 15.0483 4.78085 4.63715 7.8766 6.78475 4.47428 3.5596 2.85662 2.64691 2.63565 2.46034\nthreshold=8.4390934998250895 1.0000000180025095e-35 10.380951248513673 46.00802260721305 39.449924859160099 1.0000000180025095e-35 -0.0096496432195806846 -0.001356981900558645 0.53917717157698941 46.00802260721305 0.058585175350674 2.4788941736028538 0.42608695652173922 1.0000000180025095e-35 0.32821356015042669 2.038478867026531 0.73354685650446849 -0.15372080738006513 0.21720857989085265 28.697223293649227 0.50379676596590961 0.85237963311839382 12.208168994811833 46.00802260721305 0.53839676901432787 54.554608939707471 0.022803396998867301 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1646\nis_linear=0\nshrinkage=0.01\n\n\nTree=953\nnum_leaves=32\nnum_cat=0\nsplit_feature=10 131 164 82 28 98 239 92 0 102 63 232 79 236 224 70 157 103 236 74 85 38 0 221 60 97 224 55 29 59 84\nsplit_gain=1.46713 2.03962 4.5506 3.73808 1.92825 4.82558 4.29067 9.84576 4.26512 8.71212 4.05245 3.52769 5.2615 3.9076 18.4879 15.0123 11.4312 9.22052 13.9656 14.2118 12.7099 10.7785 12.3299 17.0939 9.08271 8.93614 8.87296 7.44071 7.07785 6.85442 9.46198\nthreshold=590.66666666666674 -2.0966485925645966 12.142387175295493 1.1607772822102538 -4.4376384931940489 14.650457272167682 52.318744986256782 0.82176978961878422 3.7500000000000004 0.53931954947844896 1.0518482028938735e-17 79.530542502467782 1.0007418397626118 51.965606105669593 0.032149327122153216 0.078045403595043208 10.102234986010957 0.21982666475744497 28.697223293649227 -0.48516387158425817 1.2740262621305716 -1.0000000180025095e-35 3.7500000000000004 0.08712905452035892 -2.0840949420096111 11.71153501032769 0.024214181286549705 0.061470645128816816 -42.519182292682643 60.941944124742129 1.4593852805476908\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 2 3 -1 11 -6 7 8 -7 -10 -9 13 -13 14 16 27 17 -3 21 -20 -21 25 -23 -24 -17 -19 -18 -16 -22 30 -15\nright_child=-2 4 -4 -5 5 6 -8 10 9 -11 -12 12 -14 29 15 24 26 18 19 20 28 22 23 -25 -26 -27 -28 -29 -30 -31 -32\nleaf_value=-0.0063737797273757503 0.0026329824821064293 -0.002745328344282939 0.00140199152644336 7.5284427049802089e-05 -0.0031081596595305743 0.0024368476070210227 -0.00014693694178349433 0.00079130490326170106 -0.0073404848711120362 0.0015081911143395763 0.0091128964282384782 -0.00079489303190532676 0.006432321524260049 0.00031455021381503212 -0.0091373058576371419 -0.0039859421391993848 0.0088274842503792 0.0016140604611689325 0.012144955730950341 0.004210441284861941 0.0019516120771944478 0.0068512288204395514 -0.0076635382123680061 0.00337290269665304 0.0034168693046080036 -0.0081009333108962821 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2392 402 105 297 233 193 110 100 83 55 38 56 28 64 49 21 1990 1964\ninternal_count=6180 6169 48 28 6121 3702 3658 70 48 29 22 2419 27 2392 402 105 297 233 193 110 100 83 55 38 56 28 64 49 21 1990 1964\nis_linear=0\nshrinkage=0.01\n\n\nTree=954\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 66 99 86 236 178 233 28 0 133 85 37 231 127 52 231 45 32 165 34 0 236 89 34 236 22 102 37 94 77 46\nsplit_gain=1.51527 1.84743 2.91381 2.99904 2.76261 1.96426 1.72527 2.2499 2.10559 1.81061 1.71653 2.03144 3.73247 2.57676 3.78695 2.54523 5.73741 3.47618 2.33385 2.29065 6.29718 13.0452 21.3425 19.2038 23.1216 24.6837 19.7566 16.4054 15.613 12.2213 10.6748\nthreshold=1.0000000180025095e-35 0.058384603013459234 2.4393176873077569 0.54169178886117941 19.61427087226987 5.1344366832727335 39.449924859160099 -0.054501640351422014 1.3500000000000003 -1.8238155864197527 0.62105359514767844 -1413.7889344103078 54.554608939707471 10.158944022925253 0.0011177268761155153 1.0000000180025095e-35 -10.292069018935626 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0.00367208 -3.51091e-05 0.000368181 0.00153288 -0.00265398 0.00243304 0.000822739 0.0050198 0.00823762 -0.00165885 -0.00687064 -0.00760323 0.0068813\ninternal_weight=0 6165 291 37 254 240 150 106 44 33 5874 5790 42 5748 29 5719 56 38 28 5663 1119 319 53 266 204 72 52 132 33 25 62\ninternal_count=6180 6165 291 37 254 240 150 106 44 33 5874 5790 42 5748 29 5719 56 38 28 5663 1119 319 53 266 204 72 52 132 33 25 62\nis_linear=0\nshrinkage=0.01\n\n\nTree=955\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 131 0 68 91 236 39 233 44 32 176 232 232 39 80 182 110 232 93 128 73 153 0 61 23 146 231 236 63 177 153\nsplit_gain=1.47505 1.78768 3.22685 6.2443 3.96524 2.31858 2.19974 2.54215 4.1008 3.28331 2.0314 2.60388 6.32053 5.3851 5.8697 5.28234 4.98172 6.92052 4.15005 2.13034 3.57301 2.72177 5.88032 10.5913 11.482 9.85482 10.0652 7.55171 7.49052 5.9918 5.88872\nthreshold=1.0000000180025095e-35 0.44416708665510279 2.7500000000000004 -1.0000000180025095e-35 1.3483118283370608 51.965606105669593 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13\ninternal_value=0 5.27143e-06 0.000828482 -0.00088029 0.00154346 0.000792876 0.00089143 0.001257 0.00191042 -0.00104171 -2.98474e-05 -1.90518e-05 -5.62944e-05 0.00115862 0.00262448 0.00347861 -0.00078287 0.000805618 -0.00346142 -2.39706e-05 0.00205224 -4.18804e-05 -0.000700452 -0.00129968 -0.0038287 0.000998089 0.00258019 -0.000296637 -0.00195348 0.000211036 -0.00815295\ninternal_weight=0 6165 243 71 172 57 157 146 115 31 5922 5912 5740 172 96 86 76 57 44 5696 39 5657 555 412 109 143 103 303 29 282 31\ninternal_count=6180 6165 243 71 172 57 157 146 115 31 5922 5912 5740 172 96 86 76 57 44 5696 39 5657 555 412 109 143 103 303 29 282 31\nis_linear=0\nshrinkage=0.01\n\n\nTree=956\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 79 67 36 239 231 176 96 42 0 92 234 66 239 80 236 0 53 53 94 222 236 15 81 144 231 60 178 170 243 90\nsplit_gain=1.48562 1.62468 4.53477 3.75717 3.04358 3.5939 3.36103 4.29853 7.1501 5.18743 7.8406 4.09742 3.0539 3.87538 2.73789 2.90866 4.74995 2.36343 6.94002 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55\nis_linear=0\nshrinkage=0.01\n\n\nTree=957\nnum_leaves=32\nnum_cat=0\nsplit_feature=76 76 22 240 94 139 58 231 12 31 99 231 153 154 230 111 40 41 47 236 0 56 231 165 224 19 20 239 135 139 242\nsplit_gain=1.4485 1.91899 4.1135 1.88521 1.83672 4.11935 13.2823 8.53528 20.4541 6.21701 6.23948 10.2069 11.6217 7.16596 6.48827 6.14696 5.90089 5.38139 5.33163 9.30827 6.38785 5.99721 5.01406 16.5759 7.58572 7.16812 4.49415 4.16077 4.03945 3.9156 11.046\nthreshold=2.0848903836365276 2.005944986173668 -62.462477693246917 55.352755484902872 -0.28541726132023754 8.8175294504343942 -21.221259095560114 20.06391648001469 3.0320144160723879 9.1606805293005653 2.4269481314070958 54.554608939707471 0.79882155548115175 0.82281733843432436 0.48380355276907011 1.0000000180025095e-35 1.282888265306122 0.028177999999999249 4.1732505864217924 46.00802260721305 1.0500000000000003 36.122894260387831 20.06391648001469 4.9559065752779317 0.027191491060025542 -6.5869710006915385 -31.39612268518518 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123 107 88 4701 77 40 37 33 55 4624 4562 411\ninternal_count=6180 6126 23 6103 6085 5297 596 586 20 566 320 195 137 118 46 58 246 72 213 123 107 88 4701 77 40 37 33 55 4624 4562 411\nis_linear=0\nshrinkage=0.01\n\n\nTree=958\nnum_leaves=32\nnum_cat=0\nsplit_feature=17 28 239 92 55 28 63 179 153 231 79 234 177 35 98 31 92 92 59 26 85 30 222 49 231 46 0 47 78 0 40\nsplit_gain=1.45808 1.5767 4.6907 10.0721 4.19962 4.14282 3.56306 3.54289 5.42682 3.51201 5.09874 3.94042 15.4511 14.6394 12.9766 10.8067 10.9932 9.18494 19.5917 8.48432 8.45998 6.98554 6.40639 6.23441 12.3628 5.86359 9.07152 9.70722 5.72708 5.7098 5.63526\nthreshold=0.6618753121673705 -4.4376384931940489 52.318744986256782 0.82176978961878422 -0.052064749802275045 -4.3298898071625311 -0.005078619999958729 38.710831912035914 0.51323741194500661 79.530542502467782 1.0007418397626118 1.0000000180025095e-35 25.522161313191905 1309.9681954276468 14.708163101708829 84.772923875432539 0.68321153871609441 0.64430401154880734 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384\nis_linear=0\nshrinkage=0.01\n\n\nTree=962\nnum_leaves=32\nnum_cat=0\nsplit_feature=96 72 234 0 16 21 40 94 141 234 28 81 234 124 75 0 80 20 97 29 237 51 233 233 52 88 70 233 91 92 147\nsplit_gain=1.44985 3.39957 3.01462 4.19771 3.47965 3.38492 2.9224 2.84325 2.76674 2.7125 3.38254 2.6698 6.25017 2.34896 2.29331 2.19861 2.18193 2.12525 2.07797 2.2445 2.07849 3.15713 1.93775 9.66158 13.0738 10.3473 7.30444 10.0462 12.5704 7.82197 8.68832\nthreshold=0.99385392170740461 -0.26585746851783182 12.208168994811833 1.3500000000000003 0.0028443664584781405 -23.210034013605434 0.11827737974347456 -0.36922728695117774 1.0000000180025095e-35 1.0000000180025095e-35 -0.30007987067646258 1.3801017992424245 12.208168994811833 1.0000000180025095e-35 0.87147523060548704 2.7500000000000004 1.2748615256209217 -9.5095691467010415 11.66665763022046 -1.5376227095005124 46.445220700660499 -0.013148928079781193 36.293171508032565 24.147054478003209 0.0065468138985737114 1.4520398859587773 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191\nis_linear=0\nshrinkage=0.01\n\n\nTree=978\nnum_leaves=32\nnum_cat=0\nsplit_feature=96 72 141 215 234 87 0 69 152 234 146 55 233 44 234 58 0 65 99 234 5 236 147 91 147 102 186 232 15 234 23\nsplit_gain=1.38468 3.18594 2.63464 2.49964 2.44049 6.00666 5.52364 4.09708 2.35875 5.88549 2.25568 6.5655 2.22726 2.06936 10.1788 4.1536 3.7361 4.7341 2.14185 6.55675 6.96133 2.91084 2.04248 3.76157 2.11196 4.70469 2.66423 9.46389 5.17944 3.27263 14.5749\nthreshold=0.99385392170740461 -0.26585746851783182 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.003401118131992 1.3500000000000003 -1.0000000180025095e-35 3.9988351382438068 44.80746791527568 0.49231459717028975 -0.0015336268679128548 48.597025441250928 -14.911759499121471 44.80746791527568 -0.13967719242907189 3.7500000000000004 -0.038280883590339626 2.4003652118480789 1.0000000180025095e-35 4.8883824214222207 51.965606105669593 0.030687085525970496 0.93125358962429139 0.042834690726718437 0.52562496124449698 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16 26 2470 10 58 192 284 16\ninternal_value=0 3.45823e-06 0.000792936 -0.000925317 0.00151409 0.000641899 0.000910137 -0.000712413 0.001605 0.00201528 -0.00121567 0.0030604 -0.00259062 -3.02189e-05 -2.00927e-05 -5.56253e-05 0.00110361 0.00252281 0.0033601 -0.000773972 0.000783726 -0.00337048 -2.41569e-05 0.000527414 0.000348571 -8.6996e-05 -0.000333201 -0.00162179 -0.00379103 0.000191405 0.00612295\ninternal_weight=0 6165 243 71 172 57 157 47 110 26 38 72 28 5922 5912 5740 172 96 86 76 55 44 5696 575 559 5121 2651 560 250 310 26\ninternal_count=6180 6165 243 71 172 57 157 47 110 26 38 72 28 5922 5912 5740 172 96 86 76 55 44 5696 575 559 5121 2651 560 250 310 26\nis_linear=0\nshrinkage=0.01\n\n\nTree=982\nnum_leaves=32\nnum_cat=0\nsplit_feature=241 90 236 89 231 88 228 14 236 63 39 53 231 165 55 74 0 73 63 59 41 0 164 187 78 236 231 131 190 231 28\nsplit_gain=1.38401 1.46017 5.89783 7.34361 4.92785 10.2046 5.38556 5.75189 4.91029 6.16675 8.04025 5.7079 5.67332 24.7245 12.7247 5.41529 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11.999999999999998 14.000000000000002 41 10.999999999999998 33 645 20 22 20 18 19 28 49 9.9999999999999982 27\nleaf_count=12 16 10 36 10 2935 16 30 19 11 10 41 10 1873 31 14 137 12 14 41 11 33 645 20 22 20 18 19 28 49 10 27\ninternal_value=0 -1.61599e-05 0.000138876 -0.00427452 0.000181888 0.00297273 0.000123487 -0.0028688 -0.000168364 -0.000219289 -0.00188212 -0.00670335 -9.8518e-05 -0.00299666 -0.00887223 -0.00101266 0.00288036 0.00454727 -3.04846e-05 -9.93348e-05 0.00222881 -5.74397e-05 -0.000311207 -0.00461377 0.00059973 0.00316108 0.00465105 0.0083553 -0.000194397 0.00291555 0.00011625\ninternal_weight=0 6168 3056 20 3036 52 2984 49 3112 3070 198 20 2872 56 25 178 42 30 2816 2742 74 2731 1974 42 757 112 92 46 1932 59 46\ninternal_count=6180 6168 3056 20 3036 52 2984 49 3112 3070 198 20 2872 56 25 178 42 30 2816 2742 74 2731 1974 42 757 112 92 46 1932 59 46\nis_linear=0\nshrinkage=0.01\n\n\nTree=983\nnum_leaves=32\nnum_cat=0\nsplit_feature=226 5 234 236 1 31 233 13 38 24 76 1 69 234 0 83 16 234 69 42 37 29 232 236 1 231 42 0 34 239 22\nsplit_gain=1.39814 6.34042 7.64177 5.85325 15.1793 9.50573 5.26366 6.75783 5.3934 4.17287 3.94995 3.45681 4.85513 3.0296 8.7417 10.0184 8.54867 6.70518 7.79543 7.11464 5.07727 4.32965 5.61332 4.71675 17.7186 7.3288 19.9924 3.25616 3.71701 3.08518 2.86596\nthreshold=0.018590856481481486 4.2503347840692793 1.0000000180025095e-35 19.61427087226987 2.8450000000000002 -347.70148928360504 12.526264682419171 1.2021111051395761 -243.90029851185923 -4.2199546485260777 1.3127598720622673 1.885 0.12394005663977274 19.61427087226987 1.0500000000000003 0.48018803816946254 -0.11989705940257282 1.0000000180025095e-35 -0.17909783949926694 -0.87620813609467418 -122.42461931636697 -15.7011179026145 59.875678543069718 46.00802260721305 3.2350000000000008 54.554608939707471 -1.8467136316337147 1.3500000000000003 1030.6266515833333 65.190107271512645 -8.4754855237301854\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 2 -2 4 -3 -6 10 8 -8 -10 -5 -9 13 14 16 -16 -13 19 -19 -17 -21 22 -15 24 -23 26 -25 28 -24 -27 -31\nright_child=1 3 -4 6 5 -7 7 11 9 -11 -12 12 -14 21 15 17 -18 18 -20 20 -22 23 27 25 -26 29 -28 -29 -30 30 -32\nleaf_value=-7.1676477731608907e-05 -0.0068316476792345095 -0.0061947677138286207 -0.00012243994147119962 -0.0044793461885701789 -0.004118327914012546 0.00414485292058305 0.00054486607081141313 -0.0024227626130399926 0.0015335962116173895 0.0071337481176326854 0.0011457761647366135 -0.0021075364790723475 0.0053073386848861972 -0.003002222811933089 -0.004466878716485042 0.0065357379281696425 0.0063198765065388043 -0.0063983624941977161 0.0021898493951056138 0.0027799869530020825 -0.0029438007389102363 0.0045811006127678454 0.0022122181012101121 -0.002956966316994103 -0.0063105435839233073 -0.0029198354684614992 0.011547652355781 0.00315572672343671 -0.0026761594650235587 -0.0030527617738777199 0.0010098952166236307\nleaf_weight=5236 15.999999999999998 33 50 22 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58 42 436 206 230 45 185 22 194 43 163 142\nis_linear=0\nshrinkage=0.01\n\n\nTree=984\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 25 236 236 0 58 71 236 68 96 71 234 54 79 21 147 236 189 222 236 236 83 153 231 64 93 72 12 179 234 42\nsplit_gain=1.39948 1.54905 2.31557 2.76682 2.53949 2.27942 1.56688 3.52929 3.97302 2.89721 2.02762 4.92319 8.8519 7.14645 6.18563 5.16996 8.20356 13.0895 4.52855 4.29548 7.73986 6.49293 4.16355 4.15061 3.2704 3.09646 2.76916 2.74416 2.47706 2.30372 14.1801\nthreshold=1.0000000180025095e-35 9.7635601577909323 46.00802260721305 38.217948399965721 3.7500000000000004 -6.7361963037856585 0.53917717157698941 46.00802260721305 0.058585175350674 0.97762834203702575 0.42608695652173922 1.0000000180025095e-35 0.32821356015042669 0.66221966973213109 -79.567407407407401 0.21720857989085265 28.697223293649227 0.50379676596590961 0.055351307189542481 12.208168994811833 46.00802260721305 0.53839676901432787 0.74778690537465653 54.554608939707471 0.022803396998867301 1.3171941514164174 -0.083302763511861042 2.5114283264746233 26.73033878451724 1.0000000180025095e-35 3.0493649660369795\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 6 3 -3 5 -4 10 9 -9 -8 29 12 13 -12 -15 19 -17 18 28 -13 21 -21 25 24 -22 26 -16 -25 -18 30 -2\nright_child=1 2 4 -5 -6 -7 7 8 -10 -11 11 15 -14 14 22 16 17 -19 -20 20 23 -23 -24 27 -26 -27 -28 -29 -30 -31 -32\nleaf_value=-0.0023682441672152597 0.00032247996424333082 0.0020994944613405213 0.0030035649656733883 -0.0027209195807977151 0.0039415130073501524 -0.00046196122677996844 0.0039148928664058426 -0.0032050327176810392 0.0010140162882136601 -0.0010219906440557811 -0.0038656964383431019 0.0036270726884426417 -0.006884262482174535 -0.0026933896437227539 -0.0021758420650764797 -0.0034223249196370527 0.0041305863270308272 0.0091962911669662434 -0.0015329198608617081 0.00056315719311866136 -0.00017387888348777407 -0.0083135415985558132 0.0063619250268675985 0.0028298982576327263 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132 32 100 74 6033 123 92 31 5910 420 132 121 97 288 110 100 77 178 156 22 77 134 37 64 51 97 50 5490 1889\ninternal_count=6180 6165 132 32 100 74 6033 123 92 31 5910 420 132 121 97 288 110 100 77 178 156 22 77 134 37 64 51 97 50 5490 1889\nis_linear=0\nshrinkage=0.01\n\n\nTree=985\nnum_leaves=32\nnum_cat=0\nsplit_feature=25 47 234 231 15 150 135 18 0 38 178 185 182 96 242 46 234 157 91 233 67 236 224 70 236 26 236 189 182 182 60\nsplit_gain=1.37431 1.97621 1.81322 1.68074 7.0681 5.28358 3.08853 3.21518 2.39326 7.2144 3.48836 4.4376 2.57894 4.0121 4.01038 2.53096 5.79079 10.5675 7.9397 7.64417 7.78121 11.4216 12.3409 9.80095 8.78181 6.41963 5.94772 5.04659 3.43247 7.21242 6.21385\nthreshold=-16.388038548752832 -14.971287400416909 12.208168994811833 1.0000000180025095e-35 170.97847701815235 0.60586383768189267 5.9272411186696905 -0.4097052881381073 4.1000000000000005 -132.02352728288761 23.822071923254743 -0.16905163454270564 18.293802262909733 0.98488807063918993 74.78978070109126 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0.000336114 0.00145617 0.00289364 0.00138686 0.00401019 -0.00182207 -0.0050736 -0.000347232 0.0064246 0.00597183 -9.45977e-05 -0.000855703 -0.00268982\ninternal_weight=0 44 22 6136 61 50 6075 6025 6004 56 5948 176 139 61 44 5772 377 96 83 281 153 117 63 54 29 128 36 51 5395 524 143\ninternal_count=6180 44 22 6136 61 50 6075 6025 6004 56 5948 176 139 61 44 5772 377 96 83 281 153 117 63 54 29 128 36 51 5395 524 143\nis_linear=0\nshrinkage=0.01\n\n\nTree=986\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 150 85 58 53 97 236 87 16 85 0 28 28 231 0 92 0 36 231 0 61 53 65 1 232 232 75 86 15 0 67\nsplit_gain=1.388 1.5601 3.84411 2.15448 1.61725 5.2452 2.62419 13.0185 5.13122 4.6951 4.8969 3.22498 2.29863 3.02864 7.13572 6.45195 2.6852 4.63339 6.26715 10.0491 5.78048 2.25298 4.54987 2.52739 2.8704 6.7985 15.8285 5.9917 4.77632 2.85889 5.52085\nthreshold=1.0000000180025095e-35 0.73499278163274828 1.1359161192638549 8.0030277703429284 0.022900054061359643 11.70401446353139 46.00802260721305 1.1658657963166281 0.021965089965339166 1.3383647321039656 3.7500000000000004 -5.8296065886488329 -0.3687809864352925 39.93083279352026 1.3500000000000003 0.43476670056516764 1.3500000000000003 20.821884088785854 54.554608939707471 3.7500000000000004 0.0083054078835775157 0.015063712446073343 -0.035908451693841222 7.5200000000000005 12.208168994811833 59.875678543069718 1.0220346605431165 0.83673598836923069 162.9291613321852 1.1500000000000001 -0.16026714681107784\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 4 3 -3 21 -6 7 8 -7 12 11 -11 13 14 -8 -15 -14 -18 20 -20 -19 23 -23 24 27 26 -26 28 29 30 -1\nright_child=-2 2 -4 -5 5 6 9 -9 -10 10 -12 -13 16 15 -16 -17 17 18 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 -32\nleaf_value=0.0039911868781249606 -0.0024584846849485527 0.0051187282964518747 -0.0011973427151071995 -6.9512579053370162e-05 -0.0055347139256738285 -0.0011283308768485576 -0.0068713715901528366 -0.0072295546127287263 0.0047258301023425774 -0.0022540632952877436 0.0064379746984010366 0.0023034119485014957 0.0016360036711840578 0.0054320098308988955 0.0011250623570695122 -4.7792135906003796e-05 -0.0045987645091678884 -0.0013620536675580867 -0.008083402647108627 0.0012115773881187268 0.0046995870687736949 0.0051001608341677508 -0.00054125231621590523 -0.0031503528715860489 5.730549798796212e-05 3.4350700158285985e-05 -0.010621988926001942 -0.0016690964632016503 0.0050821020251190906 0.0027073741032109439 -0.0021908999120561958\nleaf_weight=9.9999999999999982 12.999999999999998 17.000000000000004 23 10.999999999999998 9.9999999999999982 35 10.000000000000002 20 12.999999999999998 16.999999999999996 10.999999999999998 27.000000000000004 15.999999999999998 12.999999999999998 20 324 35 25 11.999999999999998 20 21 15.999999999999998 28 14.999999999999998 45 5205 9.9999999999999982 43 34 38 43\nleaf_count=10 13 17 23 11 10 35 10 20 13 17 11 27 16 13 20 324 35 25 12 20 21 16 28 15 45 5205 10 43 34 38 43\ninternal_value=0 2.66999e-06 0.00159399 0.00359858 -1.31801e-05 -0.000489327 -0.000321122 -0.00203804 0.000998607 -7.66817e-05 0.00245483 0.000451232 -0.000400361 1.40533e-05 -0.00259189 0.000314045 -0.00149554 -0.00203591 -0.000494002 -0.00336875 0.00175027 4.21938e-05 0.00207475 2.19884e-05 3.65321e-05 -5.72089e-06 -0.00321982 0.00128545 0.00235017 0.000927327 -0.000576095\ninternal_weight=0 6167 51 28 6116 629 619 68 48 551 55 44 496 367 30 337 129 113 78 32 46 5487 44 5443 5428 5260 55 168 125 91 53\ninternal_count=6180 6167 51 28 6116 629 619 68 48 551 55 44 496 367 30 337 129 113 78 32 46 5487 44 5443 5428 5260 55 168 125 91 53\nis_linear=0\nshrinkage=0.01\n\n\nTree=987\nnum_leaves=32\nnum_cat=0\nsplit_feature=30 30 13 88 233 233 12 233 54 56 80 239 176 150 1 231 0 236 91 80 35 162 47 61 68 154 0 21 186 91 0\nsplit_gain=1.38248 4.77189 6.56915 4.28854 4.23015 5.21212 10.1438 4.16406 3.77273 3.75967 5.78821 3.79208 8.76935 3.89181 8.04188 8.34589 8.40247 6.49945 11.2086 8.21517 6.56273 6.17033 5.90811 5.53596 7.23809 4.43375 4.61727 10.5467 4.13139 4.10126 4.66036\nthreshold=-3.3606665705497862 -1.8233643810278777 1.4029639703369952 0.99405069397128198 4.1161896666337494 8.425741474517972 3.6167438709270825 17.844779279071584 0.29446905489983582 33.398451251229588 1.2868017215626832 52.318744986256782 6.5138517937194651 0.55195889196097891 2.2150000000000003 39.93083279352026 1.3500000000000003 51.965606105669593 0.99173467327266007 1.1723978140679432 145.79190948214912 30.323638025774198 -16.721599094116829 0.0016662522525903603 -0.1810766205729846 0.9159250883955451 2.7500000000000004 -24.829507473778722 -0.066259111159003056 1.4238012421974491 3.7500000000000004\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=4 2 3 -2 8 6 -6 -7 -1 10 -9 12 -11 17 -15 16 -16 18 19 -13 23 -21 -20 24 -19 26 28 -28 -26 30 -17\nright_child=1 -3 -4 -5 5 7 -8 9 -10 11 -12 13 -14 14 15 29 -18 20 22 21 -22 -23 -24 -25 25 -27 27 -29 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13.999999999999998 134 23 51 39 64 17 17 45 383 11.999999999999998 163\nleaf_count=10 16 4135 68 84 23 14 10 41 10 11 48 42 17 39 11 593 16 15 15 14 134 23 51 39 64 17 17 45 383 12 163\ninternal_value=0 -0.000105379 -0.00170858 -0.00322456 0.000219148 0.000158099 -0.00328501 0.000237965 0.00394535 0.000182068 0.00207721 7.26282e-05 -0.00305232 0.00014193 -0.000342678 -9.90782e-05 -0.00473844 0.000610964 -0.00125969 -0.0036078 0.00100301 -0.00648199 0.00165582 0.00146001 0.00114385 0.00137094 0.00113607 0.00350038 0.000738712 0.000122833 -1.01007e-06\ninternal_weight=0 4303 168 100 1877 1857 33 1824 20 1810 89 1721 28 1693 834 795 27 859 145 79 714 37 66 580 541 526 509 62 447 768 756\ninternal_count=6180 4303 168 100 1877 1857 33 1824 20 1810 89 1721 28 1693 834 795 27 859 145 79 714 37 66 580 541 526 509 62 447 768 756\nis_linear=0\nshrinkage=0.01\n\n\nTree=988\nnum_leaves=32\nnum_cat=0\nsplit_feature=181 231 35 22 228 231 63 42 0 236 18 236 144 47 0 77 71 234 52 40 0 81 157 234 233 234 181 51 233 17 243\nsplit_gain=1.38706 6.73061 9.95677 5.91538 5.42892 4.70096 4.81546 4.14226 3.81447 3.44461 17.1432 11.069 12.1592 11.188 7.4858 15.0561 8.31257 7.58117 6.61296 4.08869 4.02464 7.79429 6.63494 7.97441 6.76862 6.1241 4.19576 3.78712 3.40677 5.92223 3.00195\nthreshold=30.397073593883785 70.266857642924421 -46.874109850266244 -36.962396537922011 0.010942965534979426 54.554608939707471 -0.0072116813617494639 -1.7931877313567053 3.7500000000000004 51.965606105669593 -0.080332248622410285 19.61427087226987 0.62284482758620696 -8.0867423856706964 2.7500000000000004 0.57841727833782886 0.27677685772199939 19.61427087226987 0.00039970057723218009 0.061277893518518742 1.3500000000000003 1.3310697060697063 4.8966606668014778 19.61427087226987 8.425741474517972 19.61427087226987 32.265211445277551 -0.015990727207997022 17.844779279071584 -1.0000000180025095e-35 69.713030329679484\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 3 8 7 9 6 -6 -2 -3 10 -5 13 -13 -12 16 -16 17 18 -11 20 21 25 -22 26 -25 -18 -24 -26 -23 -30 -4\nright_child=1 2 30 4 5 -7 -8 -9 -10 14 11 12 -14 -15 15 -17 19 -19 -20 -21 22 28 23 24 27 -27 -28 -29 29 -31 -32\nleaf_value=-6.6852648242630571e-05 -1.5738644829521662e-05 -0.0012057750582701 0.0013535157743747679 -0.0043815839533933171 0.00011340881299495148 0.0024396918272677212 -0.004671709825172541 0.0056945734618010181 -0.0089589154670124179 0.0011956143184359029 -0.0055227826047674136 0.0026818929008806244 0.011049581205849916 0.0042918836165091135 -0.0016775687832231746 0.0074047848867929171 0.0070177750455921598 -0.0016785066769685289 0.0068841610815778822 0.0025716763021490247 0.00054479584984755045 0.0018529456506846172 -0.00054926567002522601 -0.0052278514182860884 0.0034698846215077783 -4.7842940694545141e-05 -0.0071110210965293075 -0.0017589480758506033 0.0015651666804854412 -0.0041144026151227545 -0.0025356672836467937\nleaf_weight=5311 19 14 53 25 35 13.999999999999998 41 28 12 60 17.000000000000004 79 17 10.999999999999998 28 30 12.999999999999998 34 26 20 52 14.999999999999998 13.999999999999998 10.999999999999998 24.999999999999996 26 45 15.000000000000002 20 51 19\nleaf_count=5311 19 14 53 25 35 14 41 28 12 60 17 79 17 11 28 30 13 34 26 20 52 15 14 11 25 26 45 15 20 51 19\ninternal_value=0 0.000361945 -0.00198424 0.000681751 0.000431213 -0.00174601 -0.00271109 0.00378837 -0.00627874 0.000762595 0.00204205 0.00356747 0.00506629 -0.00155225 0.000336213 0.00341829 -0.000151072 0.00198207 0.00345336 -0.00102109 -0.00134962 1.47153e-05 -0.002342 -0.00363834 -0.000529715 0.00325891 -0.00585925 0.00154945 -0.00164271 -0.00251881 0.000143136\ninternal_weight=0 869 98 771 724 90 76 47 26 634 149 124 96 28 485 58 427 120 86 307 287 125 162 110 51 39 59 40 86 71 72\ninternal_count=6180 869 98 771 724 90 76 47 26 634 149 124 96 28 485 58 427 120 86 307 287 125 162 110 51 39 59 40 86 71 72\nis_linear=0\nshrinkage=0.01\n\n\nTree=989\nnum_leaves=32\nnum_cat=0\nsplit_feature=181 231 35 22 228 231 41 42 0 236 18 236 144 95 50 0 44 233 84 234 47 12 234 0 0 73 234 61 242 143 242\nsplit_gain=1.3855 6.56774 9.56326 5.53149 5.18455 4.46771 4.54344 3.91813 3.56083 3.30055 16.3634 10.5838 11.4973 10.8842 6.96378 6.99958 11.164 5.97491 5.42595 10.0901 4.88886 3.75718 5.09901 5.25704 3.74328 8.30934 6.39034 4.54351 2.9702 5.80188 6.07679\nthreshold=30.397073593883785 70.266857642924421 -46.874109850266244 -36.962396537922011 0.010942965534979426 54.554608939707471 -0.65435170599490056 -1.7931877313567053 3.7500000000000004 51.965606105669593 -0.080332248622410285 19.61427087226987 0.62284482758620696 0.99368923779584861 0.019338853545689049 2.7500000000000004 -8.2607079556232286 36.293171508032565 1.1863135687286841 19.61427087226987 -8.0867423856706964 2.9445553121713748 24.147054478003209 1.3500000000000003 1.3500000000000003 -0.18632112326895542 1.0000000180025095e-35 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124 96 28 485 341 42 144 299 127 79 65 52 42 172 107 59 65 5311 122 84\nis_linear=0\nshrinkage=0.01\n\n\nTree=990\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 177 0 234 186 95 236 187 58 189 0 63 153 153 0 64 71 44 157 181 231 35 0 236 190 236 34 38 94 236 66\nsplit_gain=1.37534 1.54645 4.06907 8.61984 6.32001 5.36046 3.8347 3.52256 3.25775 2.83378 3.36062 3.85 2.21656 2.391 2.03259 9.86935 2.75297 2.43707 1.98511 1.76356 6.47453 9.37627 5.66368 13.3089 19.0634 17.0235 24.5969 16.696 15.1288 9.92144 17.3479\nthreshold=1.0000000180025095e-35 19.727457555638242 1.0500000000000003 1.0000000180025095e-35 1.6432098765432099 0.39056330128048516 51.965606105669593 1.4324013841647771 -47.45788561305627 0.74879747279396081 3.7500000000000004 -0.0047259147451114937 0.55869821684795296 0.65148832770511111 4.1000000000000005 0.035991274851350501 0.62318592405496809 -4.9081130785407323 5.2116579994235197 30.397073593883785 70.266857642924421 -303.70321806281726 2.7500000000000004 19.61427087226987 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0.00422437\ninternal_weight=0 6165 445 60 43 385 49 32 34 336 39 27 297 277 5720 54 5666 43 21 5649 806 97 709 180 149 120 72 48 31 529 45\ninternal_count=6180 6165 445 60 43 385 49 32 34 336 39 27 297 277 5720 54 5666 43 21 5649 806 97 709 180 149 120 72 48 31 529 45\nis_linear=0\nshrinkage=0.01\n\n\nTree=991\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 150 85 58 153 21 231 57 79 239 67 102 236 12 20 164 85 236 61 53 110 234 233 68 67 234 20 178 53 234 54\nsplit_gain=1.39658 1.47999 3.68989 2.12842 1.59475 7.25401 15.0619 5.99394 2.54007 4.34946 3.15784 3.8133 2.92775 2.91509 3.24738 2.14915 2.10848 9.40235 7.31274 7.20115 6.67169 7.40263 14.6895 7.76845 4.48232 4.17761 3.94675 3.74864 3.46981 3.38818 3.90811\nthreshold=1.0000000180025095e-35 0.73499278163274828 1.1359161192638549 8.0030277703429284 0.87467027861672675 -0.7779301935680526 54.554608939707471 1.7396088851016842 1.5305555555555554 65.190107271512645 -0.0038633548827802146 0.51714551575897227 46.00802260721305 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0.001032 0.00299434 0.000582757 -3.60619e-05 -0.00210942 0.00327193 -1.09309e-05 -0.000608918 0.00170568 0.00313441 -0.00135236 -0.00223069 -0.00386614 -0.00573351 -0.00055529 -0.00734265 0.00564783 0.000475304 0.000537917 -0.000328096 -0.00117705\ninternal_weight=0 6167 51 28 6116 147 34 23 5969 380 368 58 310 5589 57 26 5532 523 124 89 399 268 129 95 139 68 43 131 104 90 78\ninternal_count=6180 6167 51 28 6116 147 34 23 5969 380 368 58 310 5589 57 26 5532 523 124 89 399 268 129 95 139 68 43 131 104 90 78\nis_linear=0\nshrinkage=0.01\n\n\nTree=992\nnum_leaves=32\nnum_cat=0\nsplit_feature=102 53 97 50 231 54 54 239 65 186 157 55 15 0 23 101 97 236 110 97 234 25 53 234 179 44 56 0 231 233 144\nsplit_gain=1.36906 1.82409 5.03304 2.32972 5.96354 7.25858 4.70884 4.19797 4.13192 3.80409 3.501 2.48148 2.25625 2.23792 6.6356 5.80932 5.65556 2.34 2.84232 2.31602 2.22477 2.21278 2.69752 4.35325 11.2943 11.1945 6.68205 4.24956 3.42496 3.42307 4.05093\nthreshold=0.79082850763548729 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24 10 54 18 10 31 16 11 10 10 76 86 5264 33 16 57 10 28 18 41 18 18\ninternal_value=0 -1.3541e-05 -0.000524759 -0.000356055 -0.00104636 -0.00497245 -0.000468244 0.000186356 0.00332797 -0.000185561 0.000275462 0.000519274 -0.00266777 0.000561225 9.85507e-05 0.00234475 -0.00154763 -0.000496619 -0.00217108 0.00179258 -4.44341e-05 4.42998e-05 6.14342e-05 0.00117856 0.00232734 -0.000586205 0.00499888 -0.00430739 1.76004e-05 0.00244226 0.000463378\ninternal_weight=0 6151 617 607 263 24 239 344 28 316 274 161 42 264 218 46 111 30 20 107 140 5534 5503 198 118 80 61 34 5305 46 36\ninternal_count=6180 6151 617 607 263 24 239 344 28 316 274 161 42 264 218 46 111 30 20 107 140 5534 5503 198 118 80 61 34 5305 46 36\nis_linear=0\nshrinkage=0.01\n\n\nTree=993\nnum_leaves=32\nnum_cat=0\nsplit_feature=60 30 239 53 45 147 30 92 149 233 233 64 233 2 0 17 153 67 66 19 62 0 89 73 0 233 55 0 69 75 143\nsplit_gain=1.37074 1.4622 4.79057 20.5341 19.9615 10.7192 5.12297 7.60534 6.82096 4.12625 4.93011 9.76315 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139 88 28 234 231 165 224 19 41 190 234 50 14 150 31 139 234 19 52 82 61\nsplit_gain=1.35181 1.44814 4.47948 25.7089 7.47722 7.0766 12.0315 22.7783 4.45696 3.94179 3.91839 9.25845 15.6157 5.59506 4.5801 13.7438 7.62177 6.26773 3.80482 3.52351 5.12625 3.57246 3.38368 6.03627 4.1674 3.22994 3.14101 3.12307 3.00153 2.99865 6.66528\nthreshold=1.0000000180025095e-35 -0.28308364702000754 48.597025441250928 0.95550927659451479 -4.9081130785407323 46.00802260721305 33.341313278210301 0.77998590915395016 1.3500000000000003 -0.34607761052098468 8.8175294504343942 1.2476726365920112 -4.7318445551731179 1.0000000180025095e-35 20.06391648001469 4.9559065752779317 0.027191491060025542 -6.5869710006915385 0.14438324829931962 0.53210145155318533 44.80746791527568 0.022992417546304652 168.36900174678297 0.50689664762519282 -149.59597633136093 8.7570833333333358 12.208168994811833 -7.0351127560797382 -0.0045581123898089998 1.1929908326967154 -0.0087945796141373125\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 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37 246 4712 105 63 4607 273 44 4334 53 319 229 563 53\nis_linear=0\nshrinkage=0.01\n\n\nTree=995\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 131 0 68 91 236 23 234 231 76 31 19 128 73 233 233 2 78 35 110 70 190 233 92 233 100 14 132 227 80 154\nsplit_gain=1.35285 1.57371 3.09029 5.08278 3.06607 1.87693 1.8149 5.0252 4.70099 2.76959 2.48536 2.16136 1.80976 3.19982 2.04275 10.3204 14.0741 8.99384 10.5555 11.7571 9.23466 11.707 20.0435 6.0169 5.50205 21.8689 15.58 9.76529 8.1547 7.49322 6.60251\nthreshold=1.0000000180025095e-35 0.44416708665510279 2.7500000000000004 0.0094313501274191133 1.3483118283370608 51.965606105669593 -2.4583098525406251 12.208168994811833 54.554608939707471 1.0868974872280477 -1.0000000180025095e-35 -16.939999999999994 3.2881944444444451 -0.21661213283000155 36.293171508032565 24.147054478003209 4850.0000000000009 1.1086213292555256 -86.309450869822413 0.12763110298996483 0.22476257948478359 0.12577978240503823 17.844779279071584 1.2442688857111615 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0.0010636849242820006 -4.8242243433679874e-05 0.00045027980399021023 -0.00072160206268238099 -3.1838646439800536e-05 0.008799160936129858 0.00035731825893320221 -0.0094745124081765265\nleaf_weight=14.999999999999998 250 34 13.999999999999998 27 14.999999999999998 30 21 16.000000000000004 28 9.9999999999999982 9.9999999999999982 38 25 14.999999999999998 17 25 12.999999999999998 107 57 16.000000000000004 115 23 17 9.9999999999999982 5089 31 11.999999999999998 26 9.9999999999999982 10.999999999999998 53\nleaf_count=15 250 34 14 27 15 30 21 16 28 10 10 38 25 15 17 25 13 107 57 16 115 23 17 10 5089 31 12 26 10 11 53\ninternal_value=0 6.51222e-06 0.000778885 -0.000890856 0.00147922 0.00063132 0.000896971 -0.000653356 0.00155863 0.0019947 -0.00110533 0.00292794 -2.64405e-05 0.00186812 -4.24731e-05 0.000489675 0.0049505 0.000127664 0.00186773 0.00433273 -0.000713997 -0.00165126 -0.00607908 0.00884225 -0.000107456 -0.0018772 -0.00398116 -0.00541439 0.00381264 -0.00703797 -0.00817026\ninternal_weight=0 6165 243 71 172 57 157 47 110 26 38 72 5922 40 5882 633 38 595 190 83 405 290 40 26 5249 160 119 102 41 76 65\ninternal_count=6180 6165 243 71 172 57 157 47 110 26 38 72 5922 40 5882 633 38 595 190 83 405 290 40 26 5249 160 119 102 41 76 65\nis_linear=0\nshrinkage=0.01\n\n\nTree=996\nnum_leaves=32\nnum_cat=0\nsplit_feature=28 28 239 92 0 73 231 79 63 79 239 13 65 61 45 11 22 187 55 17 0 88 59 233 2 146 172 59 236 152 236\nsplit_gain=1.36846 4.0091 3.7436 9.29839 4.50247 8.71188 3.6617 4.93991 3.44052 3.39354 10.8372 10.8004 6.32886 8.0142 4.51482 3.84922 3.53046 3.44527 3.34041 3.27167 3.52098 19.1269 12.1058 13.0176 9.65132 7.94723 6.90862 6.18516 7.96431 5.72638 7.31899\nthreshold=-4.4376384931940489 -4.3298898071625311 52.318744986256782 0.82176978961878422 3.7500000000000004 -0.16785302503148847 79.530542502467782 1.0007418397626118 -0.005078619999958729 0.94092453816660859 74.789780701091274 1.6515588613190004 -0.024028688643351427 -0.021829710100446421 -9.0846750924686557 3.6893691820162413 -20.141103316326529 1.4818409929558245 0.14214269496619283 0.45554668886248761 1.3500000000000003 1.2859707817573405 50.553277828852529 17.844779279071584 37.850000000000009 0.43957516079196429 6.4208216229260096 60.365457155997312 51.965606105669593 3.661954722762641 19.61427087226987\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=6 18 3 4 -3 -6 9 -8 -5 10 11 15 16 -14 -15 -1 17 -12 -2 20 21 22 24 -24 -11 -22 -26 29 -29 30 -27\nright_child=1 2 -4 8 5 -7 7 -9 -10 19 12 -13 13 14 -16 -17 -18 -19 -20 -21 25 -23 23 -25 26 27 -28 28 -30 -31 -32\nleaf_value=0.0026895288409259826 -0.0037576939687238011 0.0024557031012086119 -0.00012194804604623251 0.00060052526135706856 0.0014198066677969122 -0.007454217474023102 -0.00069424629969502534 0.0063454236512361642 0.0083002638744509999 -0.003470859617520135 -0.0034090987118681752 -0.0086258498634583843 -0.00059725440701303262 0.00029724456704086132 0.0074296389100697267 -0.0018611250385785925 0.0013938917477006416 0.0008679576345815487 0.00048981894343012096 -0.0038830942994368435 0.0049435106368064556 -0.0077607787824098143 0.004778360772753132 -0.0024004809243588017 0.0012887709742607828 -0.0055930030138189937 0.0060657710999524111 -0.00087635541977279779 0.0060894509629395611 0.00029447105301139392 -0.00065959975461974036\nleaf_weight=19 44 19 3584 10.000000000000002 19.000000000000004 9.9999999999999982 15.000000000000002 11.999999999999998 12.999999999999998 24 25 10.999999999999998 24 11.999999999999998 37 42 252 34 25 11.999999999999998 25 26 19 222 150 25 31 25 28 1143 243\nleaf_count=19 44 19 3584 10 19 10 15 12 13 24 25 11 24 12 37 42 252 34 25 12 25 26 19 222 150 25 31 25 28 1143 243\ninternal_value=0 -0.000122611 -7.42317e-05 0.00205212 -0.000632665 -0.00276692 0.000180937 0.00330387 0.00614899 0.00013282 0.000900369 -0.00243811 0.00157233 0.00404127 0.00602936 -0.000264538 0.000884957 -0.00117577 -0.00235154 -4.82217e-05 -5.17278e-06 -0.000748623 -0.000178615 -0.00166669 0.00156693 0.000233917 0.00238168 0.000120501 0.00318614 -1.62623e-05 -0.00130444\ninternal_weight=0 3724 3655 71 48 29 2456 27 23 2429 456 72 384 73 49 61 311 59 69 1973 1961 472 446 241 205 1489 181 1464 53 1411 268\ninternal_count=6180 3724 3655 71 48 29 2456 27 23 2429 456 72 384 73 49 61 311 59 69 1973 1961 472 446 241 205 1489 181 1464 53 1411 268\nis_linear=0\nshrinkage=0.01\n\n\nTree=997\nnum_leaves=32\nnum_cat=0\nsplit_feature=238 25 236 236 0 82 240 84 25 34 94 139 88 59 231 165 224 19 90 65 86 0 77 181 72 236 234 110 236 25 231\nsplit_gain=1.37132 1.5547 2.34109 2.69908 2.6885 2.12624 1.51304 1.7636 5.81263 5.85261 2.18831 3.78687 9.35538 13.6713 4.38583 13.8885 8.31617 5.69937 3.7219 5.24229 5.96023 8.7731 18.4884 6.75532 6.54874 6.49938 5.95967 18.1825 8.76263 5.61684 5.28368\nthreshold=1.0000000180025095e-35 9.7635601577909323 46.00802260721305 38.217948399965721 3.7500000000000004 1.1784696449207981 55.352755484902872 0.51873020693502825 -0.32753281249999983 -519.39042712008848 -0.28308364702000754 8.8175294504343942 1.2476726365920112 49.561111482392853 20.06391648001469 4.9559065752779317 0.027191491060025542 -6.5869710006915385 1.0903079073204818 -0.04186916827231725 0.99272294555811158 1.3500000000000003 0.81005283751741131 21.832035638463463 -0.023581809000112201 51.965606105669593 1.0000000180025095e-35 0.23134003006072762 46.00802260721305 -0.38424922577256759 50.76505141373223\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=-1 6 3 -3 5 -4 -2 8 9 -8 11 14 -13 -14 15 17 -17 -9 -16 26 21 22 30 -23 -22 -25 27 -20 -28 -30 -21\nright_child=1 2 4 -5 -6 -7 7 10 -10 -11 -12 12 13 -15 18 16 -18 -19 19 20 24 23 -24 25 -26 -27 28 -29 29 -31 -32\nleaf_value=-0.0023389593040946421 -0.0023356746770196299 0.0020608363936405203 -0.00026884598930939925 -0.0027028363906195269 0.0040141423698326524 0.0034319120062059295 0.00051918464355659225 0.0012945259127854097 3.646570171623179e-05 0.0068640504033909647 0.00048106556232100462 -0.00044566379936292747 -0.010270223211592438 -0.00035351405573856402 5.1298317265109423e-05 0.0016820321246377107 0.010833608608277241 -0.0053074042554597956 -0.0035909996420948891 0.0010201421031644888 -0.0055761918690353839 -0.00015073950672029763 -0.010042049427287092 -0.0010889750942944161 0.0005751815537999573 0.00430520510237461 0.00096887376671611332 0.0072598648200913364 -0.0089892897241974183 -0.0011647304986704575 -0.0031022976570010009\nleaf_weight=14.999999999999998 18 9.9999999999999982 64 22 26 9.9999999999999982 34 21 243 18 685 530 14.999999999999998 33 3818 29 9.9999999999999982 14.999999999999998 37 91 31 151 12.999999999999998 25 27 81 18 12.999999999999998 25 17 35\nleaf_count=15 18 10 64 22 26 10 34 21 243 18 685 530 15 33 3818 29 10 15 37 91 31 151 13 25 27 81 18 13 25 17 35\ninternal_value=0 7.84176e-06 0.0010421 -0.00107795 0.00175684 0.000580281 -1.64746e-05 -5.66921e-06 0.00073529 0.00346835 -4.50995e-05 -0.000117495 -0.000871794 -0.00468891 -1.79417e-05 0.00223196 0.00576064 -0.00201206 -6.14441e-05 -0.000812251 -0.000313551 0.00015235 -0.00179554 0.00123367 -0.00304915 0.00304879 -0.00267287 -3.00015e-05 -0.00455635 -0.00665525 -0.00026889\ninternal_weight=0 6165 132 32 100 74 6033 6015 295 52 5720 5035 578 48 4457 75 39 36 4382 564 454 396 139 257 58 106 110 50 60 42 126\ninternal_count=6180 6165 132 32 100 74 6033 6015 295 52 5720 5035 578 48 4457 75 39 36 4382 564 454 396 139 257 58 106 110 50 60 42 126\nis_linear=0\nshrinkage=0.01\n\n\nTree=998\nnum_leaves=32\nnum_cat=0\nsplit_feature=141 190 234 102 102 181 237 0 134 49 236 236 49 80 13 234 234 21 19 23 42 34 31 76 224 231 236 103 54 12 0\nsplit_gain=1.4016 1.44161 6.64839 17.0887 12.3721 10.8323 13.8125 10.352 9.15962 8.52173 8.15149 12.5237 6.91421 10.5869 6.67258 6.33311 12.3007 30.4024 15.0681 11.8486 11.5407 10.9892 10.5008 10.4338 9.73575 9.44433 11.8027 8.36874 8.31678 8.1165 9.15921\nthreshold=1.0000000180025095e-35 0.19395695080816466 19.61427087226987 0.52562496124449698 0.60600473737503902 27.818883581749066 69.713030329679484 3.7500000000000004 5.3774074074074081 2.5380027600919601 33.341313278210301 51.965606105669593 3.0651770510100684 1.2401229632965298 1.449523593983604 12.208168994811833 33.573858415404658 -1.8988022559451172 54.419150505087906 -7.2487306472527351 3.0493649660369795 1398.7422113815198 -135.27822066326527 0.9283328716616942 0.032149327122153216 54.554608939707471 38.217948399965721 0.06204590825806662 -0.035636872677459734 1.6542352537722909 3.7500000000000004\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=1 15 3 9 8 12 7 -7 -5 -3 -8 -12 13 -4 -11 20 17 18 24 22 21 27 -18 -19 28 26 -24 -1 -17 -29 -31\nright_child=-2 2 5 4 -6 6 10 -9 -10 14 11 -13 -14 -15 -16 16 19 23 -20 -21 -22 -23 25 -25 -26 -27 -28 29 -30 30 -32\nleaf_value=-0.0051721189185697141 -0.0024658878659812714 0.00030842261395683658 -0.0028574043546346611 -0.0081858177299999006 0.00080909776284139644 0.002937697465040356 -0.00074404313768525047 -0.0059707633697717779 -0.0023952720403994381 -0.0062599436224588505 0.012346560271999919 0.0030547100864658852 0.0023162198587855067 0.00057282751628055773 0.00086638450032579955 0.0018444949812318654 -0.0092475353569243263 -0.0014104521367862069 -0.0086120950890503558 0.00020715912094415324 -0.0066773398427173907 -0.0049482416467836569 0.0016448742887492935 0.005966465178628858 0.0039288408472310746 0.0004778317471122036 -0.006111052393359735 0.0027806747154015816 -0.0038881769717827022 0.00073570549072193012 -0.0025657007028445956\nleaf_weight=13.999999999999998 12.999999999999998 536 142 49 44 15.999999999999998 19 18 74 27 14.999999999999998 60 76 214 17 24 9.9999999999999982 25 43 2467 11.999999999999998 25 23 43 13.999999999999998 108 55 175 147 1596 79\nleaf_count=14 13 536 142 49 44 16 19 18 74 27 15 60 76 214 17 24 10 25 43 2467 12 25 23 43 14 108 55 175 147 1596 79\ninternal_value=0 7.28544e-06 -0.000286259 -0.000898681 -0.0036185 0.000532102 0.00297185 -0.00206366 -0.00514411 -6.7503e-05 0.0048165 0.00614698 -0.000241668 -0.000836099 -0.00385603 8.66542e-05 -0.000202558 -0.00210138 -0.00382302 1.55739e-05 0.000535531 0.000616272 -0.00228885 0.00342124 -0.00232533 -0.00146201 -0.00389702 0.00071691 -0.00302614 0.000789043 0.000565695\ninternal_weight=0 6167 1307 747 167 560 128 34 123 580 94 75 432 356 44 4860 2959 296 228 2663 1901 1889 196 68 185 186 78 1864 171 1850 1675\ninternal_count=6180 6167 1307 747 167 560 128 34 123 580 94 75 432 356 44 4860 2959 296 228 2663 1901 1889 196 68 185 186 78 1864 171 1850 1675\nis_linear=0\nshrinkage=0.01\n\n\nTree=999\nnum_leaves=32\nnum_cat=0\nsplit_feature=51 63 19 82 231 64 153 84 147 233 34 176 25 65 84 231 147 51 0 72 83 37 153 64 94 60 232 239 236 52 239\nsplit_gain=1.36124 7.7971 3.75656 2.96534 2.89075 8.42542 6.12172 5.1069 4.88962 4.64992 4.28118 4.1978 3.78979 3.52967 2.91898 3.8039 2.87426 2.84507 4.79045 8.97016 6.32174 3.80866 2.82748 2.81482 2.9047 2.80433 4.039 4.9679 3.14263 3.00767 2.7617\nthreshold=-0.0014331493284469748 -0.042522643109656921 -22.85425383177374 0.67220514790626207 50.76505141373223 -0.034015429725056272 0.71409426956120503 0.91666666666666674 0.30561094815502726 39.449924859160099 -55.431913337855597 6.1950634554389294 -0.036365890359426577 -0.0055297425392542487 0.85138250119867787 54.554608939707471 0.25073296777821014 -0.0019462269470976697 3.7500000000000004 -0.098394660894660868 1.0950417122274387 10.070185576993678 0.75821243614617717 -0.017690414205113834 -0.32927496385955229 4.7626958737542954e-15 12.208168994811833 65.190107271512645 12.208168994811833 -0.00037330912796832496 74.789780701091274\ndecision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\nleft_child=17 3 -3 -2 5 12 10 14 25 -10 -7 22 -4 16 15 -6 -14 -1 20 30 21 -19 -8 -12 -25 26 -9 -28 -29 -27 -20\nright_child=1 2 4 -5 7 6 11 8 9 -11 23 -13 13 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 29 27 28 -30 -31 -32\nleaf_value=1.8318113080999808e-05 -0.0008119880834783613 -0.004161856691863761 -0.0019123296615264182 -0.0072252673115069657 0.0019988577344803842 0.0030878038402318169 -0.0055618959840642987 0.0011454465592673384 0.00095093614242676113 -0.0053542940017750522 -0.0018937936732757602 -2.7256803440019367e-05 -0.0021612024563012824 0.0051943343064367918 0.0040854709331127319 -0.0027829355687320951 0.0021115565925116518 0.0069009529525003365 -0.00020427689238060155 0.0036253403306929252 0.00027898529667161537 0.0011659950342252177 -0.0010402309120943461 -0.00018080282994729205 0.0024544207113560527 0.0018882459634302518 0.0017361847777225576 0.0010921769377840237 -0.003576503068448921 -0.0016978377406344969 -0.0067561182943824405\nleaf_weight=5001 15.000000000000002 12.999999999999998 12.999999999999998 11.999999999999998 31 38 32 41 11.999999999999998 37 60 48 9.9999999999999982 34 19 18 105 24 10 11.999999999999998 77 25 29 193 43 60 20 11.999999999999998 98 26 12\nleaf_count=5001 15 13 13 12 31 38 32 41 12 37 60 48 10 34 19 18 105 24 10 12 77 25 29 193 43 60 20 12 98 26 12\ninternal_value=0 -0.00033666 -0.000166834 -0.00484475 -7.22394e-05 0.000353582 -0.000368034 -0.000752338 -0.00130192 -0.0039107 0.000316949 -0.00231722 0.00223356 0.0026928 0.00157064 6.83215e-05 0.00159684 6.16019e-05 0.00133383 -0.00165824 0.00220378 0.00466851 -0.00386153 -0.000128053 0.000379599 -0.000676689 -0.00139078 -0.00221535 -0.00301862 0.000740157 -0.0047725\ninternal_weight=0 1019 992 27 979 605 443 374 306 49 334 109 162 149 68 49 115 5161 160 34 126 49 61 296 236 257 171 130 110 86 22\ninternal_count=6180 1019 992 27 979 605 443 374 306 49 334 109 162 149 68 49 115 5161 160 34 126 49 61 296 236 257 171 130 110 86 22\nis_linear=0\nshrinkage=0.01\n\n\nend of trees\n\nfeature_importances:\nArtemia_salina=1909\nDuration_(days)=1432\nWater_Solubility_(mg/L)=1135\nChironomus_riparius=957\nDaphnia_magna=940\nGammarus_pulex=755\nlog_Kow=534\nBIC2=448\nGATS3Z=414\nBCUTd-1l=409\nATSC5pe=407\nAATS4p=390\nBrachionus_calyciflorus=337\nAATSC0p=327\nGATS2se=326\nATSC2dv=287\nAATSC4d=270\nSemisulcospira_libertina=266\nAATSC2c=261\nGATS1d=259\nBCUTdv-1l=259\nMATS1d=255\nEState_VSA2=247\nLampsilis_cardium=245\nBCUTse-1l=238\nRNCG=233\nBCUTm-1l=231\nETA_shape_y=230\nAATSC1v=229\nAATSC2s=228\nBCUTi-1h=225\nGATS1dv=223\nXc-4dv=223\nATSC2d=220\nAETA_eta_FL=217\nAMID_N=216\nATSC4dv=215\nMATS3c=207\nAATSC1c=202\nAATSC2m=199\nAATSC1p=197\nBCUTc-1l=197\nEState_VSA1=194\nJGI5=194\nSdssC=192\nATSC2i=187\nGATS1se=185\nRPCG=184\nEState_VSA4=183\nATSC5Z=182\nGATS3dv=180\nGATS1m=179\nETA_psi_1=173\nGATS4c=170\nETA_dEpsilon_D=168\nAATSC3s=164\nGATS4s=161\nGATS4v=158\nAATSC4m=157\nATSC5d=150\nMATS4c=150\nGATS2d=150\nAETA_eta_RL=150\nMATS1s=147\nAATS0i=146\nATSC7c=145\nATSC8d=144\nATSC6i=141\nAATSC0v=141\nATSC5c=139\nSaasC=139\nGATS3d=137\nATSC3i=134\nATSC7i=134\nGATS4d=134\nGATS3se=134\nJGI7=133\nVSA_EState5=132\nAATSC4p=131\nAATSC4i=130\nAATSC4se=128\nAATSC2p=128\nMATS3d=126\nVR2_A=125\nAETA_beta_s=124\nAATS4i=121\nATSC5i=121\nAATSC0m=121\nSsNH2=121\nATSC6d=120\nATSC7d=120\nGATS3c=120\nATSC7m=119\nIC4=111\nAATS4s=109\nATSC3dv=109\nEState_VSA3=109\nATSC1s=108\nATSC6Z=106\nATSC8i=105\nJGI2=103\nGATS2s=100\nJGI4=97\nATSC8m=96\nATSC6s=95\nATSC1pe=95\nEState_VSA5=95\nATSC6dv=94\nBalabanJ=94\nGATS3i=93\nSlogP_VSA11=92\nATSC3are=91\nAATSC3p=91\nPEOE_VSA10=91\nGATS2p=88\nPEOE_VSA8=88\nATSC7v=87\nGATS3v=87\nAATS1s=86\nBCUTv-1l=85\nPEOE_VSA9=85\nJGI6=85\nBIC5=83\nVSA_EState3=83\nAMID_h=82\nATSC3m=81\nAATSC0c=81\nSsOH=81\nVSA_EState9=81\nATSC4s=80\nATSC7are=80\nMATS1dv=80\nATSC6v=79\nC1SP2=79\nGhoseFilter=79\nEState_VSA8=78\nGirardia_tigrina=77\nATSC8c=76\nPEOE_VSA1=76\nVSA_EState1=76\nPEOE_VSA6=72\nVSA_EState8=72\nJGI3=69\nATSC4v=68\nPEOE_VSA12=68\nVSA_EState7=68\nJGI8=68\nParamecium_caudatum=68\nSsCH3=66\nSlogP_VSA1=66\nSsssCH=65\nETA_dAlpha_B=65\nSsSH=64\nPEOE_VSA7=64\nEState_VSA7=63\nEState_VSA6=62\nETA_beta_ns_d=61\nSMR_VSA6=58\nTubifex_tubifex=54\nPEOE_VSA3=53\nMATS4m=51\nSlogP_VSA4=51\nPetitjeanIndex=51\nHydra_vulgaris=47\nATSC8p=46\nPEOE_VSA5=44\nJGI9=42\nPEOE_VSA2=41\nAXp-3dv=39\nATS8dv=37\nSssS=37\nnBase=32\nNsssCH=31\nSaasN=31\nPEOE_VSA4=31\nSssNH=29\nNdsCH=25\nSlogP_VSA10=23\nNdssC=21\nPEOE_VSA11=19\nSddsN=18\nSdCH2=17\nn9FARing=17\nJGI10=16\nNdS=14\nOphryotrocha_diadema=14\nnAHRing=13\nn5aHRing=11\nPEOE_VSA13=10\nNaaS=9\nn5AHRing=9\nnBr=8\nSssssC=8\nnAcid=7\nLipinski=7\nNdO=6\nn9FaRing=6\nnFaHRing=6\nC3SP2=5\nNddssS=4\nETA_dPsi_B=4\nnHRing=4\nn6aHRing=3\nn6ARing=2\nC4SP3=1\nXch-3d=1\nNsssN=1\nnFRing=1\nnFHRing=1\nn10FaRing=1\nn10FaHRing=1\nn10FARing=1\n\nparameters:\n[boosting: gbdt]\n[objective: regression]\n[metric: test_neg_log_likelihood]\n[tree_learner: serial]\n[device_type: cpu]\n[num_iterations: 1000]\n[learning_rate: 0.01]\n[num_leaves: 32]\n[num_threads: 0]\n[deterministic: 0]\n[train_gp_model_cov_pars: 1]\n[use_gp_model_for_validation: 1]\n[leaves_newton_update: 0]\n[use_nesterov_acc: 0]\n[nesterov_acc_rate: 0.5]\n[momentum_offset: 0]\n[momentum_schedule_version: 1]\n[linear_tree: 0]\n[data: ]\n[valid: ]\n[force_col_wise: 0]\n[force_row_wise: 0]\n[histogram_pool_size: -1]\n[max_depth: -1]\n[min_data_in_leaf: 10]\n[min_sum_hessian_in_leaf: 0.001]\n[bagging_fraction: 1]\n[pos_bagging_fraction: 1]\n[neg_bagging_fraction: 1]\n[bagging_freq: 0]\n[bagging_seed: 3]\n[feature_fraction: 1]\n[feature_fraction_bynode: 1]\n[feature_fraction_seed: 2]\n[extra_trees: 0]\n[extra_seed: 6]\n[early_stopping_round: 0]\n[first_metric_only: 0]\n[max_delta_step: 0]\n[lambda_l1: 0]\n[lambda_l2: 10]\n[linear_lambda: 0]\n[min_gain_to_split: 0]\n[drop_rate: 0.1]\n[max_drop: 50]\n[skip_drop: 0.5]\n[xgboost_dart_mode: 0]\n[uniform_drop: 0]\n[drop_seed: 4]\n[top_rate: 0.2]\n[other_rate: 0.1]\n[min_data_per_group: 100]\n[max_cat_threshold: 32]\n[cat_l2: 10]\n[cat_smooth: 10]\n[max_cat_to_onehot: 4]\n[top_k: 20]\n[monotone_constraints: ]\n[monotone_constraints_method: basic]\n[monotone_penalty: 0]\n[feature_contri: ]\n[forcedsplits_filename: ]\n[refit_decay_rate: 0.9]\n[cegb_tradeoff: 1]\n[cegb_penalty_split: 0]\n[cegb_penalty_feature_lazy: ]\n[cegb_penalty_feature_coupled: ]\n[path_smooth: 0]\n[interaction_constraints: ]\n[verbosity: 0]\n[saved_feature_importance_type: 0]\n[max_bin: 255]\n[max_bin_by_feature: ]\n[min_data_in_bin: 3]\n[bin_construct_sample_cnt: 200000]\n[data_random_seed: 1]\n[is_enable_sparse: 1]\n[enable_bundle: 1]\n[use_missing: 1]\n[zero_as_missing: 0]\n[feature_pre_filter: 0]\n[pre_partition: 0]\n[two_round: 0]\n[header: 0]\n[label_column: ]\n[weight_column: ]\n[group_column: ]\n[ignore_column: ]\n[categorical_feature: ]\n[forcedbins_filename: ]\n[objective_seed: 5]\n[num_class: 1]\n[is_unbalance: 0]\n[scale_pos_weight: 1]\n[sigmoid: 1]\n[boost_from_average: 1]\n[reg_sqrt: 0]\n[alpha: 0.9]\n[fair_c: 1]\n[poisson_max_delta_step: 0.7]\n[tweedie_variance_power: 1.5]\n[lambdarank_truncation_level: 30]\n[lambdarank_norm: 1]\n[label_gain: ]\n[sigma: 1]\n[yl: -inf]\n[yu: inf]\n[eval_at: ]\n[multi_error_top_k: 1]\n[auc_mu_weights: ]\n[num_machines: 1]\n[local_listen_port: 12400]\n[time_out: 120]\n[machine_list_filename: ]\n[machines: ]\n[gpu_platform_id: -1]\n[gpu_device_id: -1]\n[gpu_use_dp: 0]\n[num_gpu: 1]\n\nend of parameters\n", +"gp_model_str": { + "params": { + "maxit": 1000, +"delta_rel_conv": -1, +"init_coef": null, +"lr_coef": 0.10000000000000001, +"lr_cov": -1, +"use_nesterov_acc": true, +"acc_rate_coef": 0.5, +"acc_rate_cov": 0.5, +"nesterov_schedule_version": 0, +"momentum_offset": 2, +"trace": false, +"convergence_criterion": "relative_change_in_log_likelihood", +"std_dev": false, +"cg_max_num_it": 1000, +"cg_max_num_it_tridiag": 1000, +"cg_delta_conv": 0.001, +"num_rand_vec_trace": 50, +"reuse_rand_vec_trace": true, +"seed_rand_vec_trace": 1, +"piv_chol_rank": 50, +"estimate_aux_pars": true, +"optimizer_cov": "gradient_descent", +"optimizer_coef": "wls", +"cg_preconditioner_type": "none", +"init_cov_pars": [ 3.2757597611399145, 3.2757597611399145 ] +}, +"likelihood": "gaussian", +"cov_pars": [ 0.084045338676552589, 0.17502450131127795 ], +"group_data": [ 1095, 4139, 4234, 8443, 5946, 2516, 3605, 4002, 531, 1006, 5879, 2985, 4653, 6593, 1705, 8077, 1345, 8759, 8545, 4644, 322, 2609, 4925, 6012, 4946, 1185, 1870, 1978, 6003, 1384, 6827, 649, 2634, 4649, 4771, 4315, 5433, 5880, 611, 6816, 6548, 2723, 1160, 461, 5556, 6074, 2606, 1864, 8290, 9198, 2027, 6636, 935, 2109, 7521, 6931, 3878, 5105, 4028, 4316, 4007, 4540, 733, 8092, 6880, 1517, 7939, 1356, 818, 1876, 1067, 3641, 6031, 2954, 413, 9387, 4867, 2849, 6190, 135, 5010, 3811, 6703, 8086, 5012, 1205, 2670, 522, 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0.13764355191625399, -1.3829216418557495, 0.67720083776140838, -0.26747846742257653, 0.17434055605228588, 0.354487728661252, 0.91752653775695359, 0.26744972761766928, -0.21777909873243528, 0.18087833289550104, 0.62435512317728992, 0.32020835516518553, -0.75025313415537709, 0.0098602657549016204 ] +} diff --git a/PCAs.rds b/PCAs.rds new file mode 100644 index 0000000..c38789b Binary files /dev/null and b/PCAs.rds differ diff --git a/README.md b/README.md index cf54e79..859f78d 100644 --- a/README.md +++ b/README.md @@ -1,25 +1,19 @@ -# Bio-QSAR +# Bio-QSARs 2.0 -This repository includes data, code, and models from the publication: [Physiological variables in machine learning QSARs allow for both cross-chemical and cross-species predictions](https://www.sciencedirect.com/science/article/pii/S0147651323007546) +This repository includes data, code, and models from the publication: [Bio-QSARs 2.0: Unlocking a new level of predictive power for machine learning-based ecotoxicity predictions by exploiting chemical and biological information](https://www.sciencedirect.com/science/article/pii/S0160412024001934) ## Freshwater fish and invertebrate models -These Bio-QSAR models allow the prediction of toxicity in freshwater fish and invertebrates. For information on development, use, and limitations, please see our associated publication. +The second-generation Bio-QSAR models provided here allow the prediction of toxicity in freshwater fish and invertebrates. For information on development, use, and limitations, please see our associated publication. -Models were built using R version 4.1.3 and the packages tidyverse (version 1.3.1), caret (version 6.0.91), and ranger (version 0.13.1). +Models were built using R version 4.1.3 and the packages tidyverse (version 2.0.0), gpboost (version 1.2.1), and SHAPforxgboost (version 0.1.3). -The script [model_example.R](model_example.R) includes examples for fish and invertebrates. +The script [Example.R](Example.R) includes examples on how to to make predictions with the models, how to apply the respective applicability domain, and how to analyse predictions locally using SHAP. -## Algorithmic approach for multicollinearity correction +## Updated algorithm for multicollinearity correction -Here, we provide an R version of an approach to correct datasets for multicollinearity that was recently presented in a [blog post](https://towardsdatascience.com/are-you-dropping-too-many-correlated-features-d1c96654abe6) by Brian Pietracatella. This approach is deemed to prevent the drop of too many variables and thus loose an unnecessarily large amount of information, while still eliminating multicollinearity. For more information, see our associated publication. +Additionally, we provide an updated R version of an algorithmic approach to correct datasets for multicollinearity that was presented in a [blog post](https://towardsdatascience.com/are-you-dropping-too-many-correlated-features-d1c96654abe6) by Brian Pietracatella. This approach is deemed to prevent the drop of too many variables and thus loose an unnecessarily large amount of information, while still eliminating multicollinearity. For more information, see our associated publication. -The function was built using R version 4.1.3 and the packages tidyverse (version 1.3.1) and caret (version 6.0.91). +The function was built using R version 4.1.3 and the packages tidyverse (version 2.0.0) and caret (version 6.0.94). -The script [multicoll_example.R](multicoll_example.R) includes an example. - -The function returns a list with four elements: -* result$drop : the features to drop according to the algorithm -* result$caret_before : the features to drop according to the caret function findCorrelation() -* result$caret_after : result of a second run of findCorrelation() after result$drop features have been dropped from the dataset; should be empty -* result$saved : features that have been saved by the algorithm +The function [multicoll_sol.R](multicoll_sol.R) now allows for missing data running on pairwise complete observations. An example of usage can be found [here](https://github.com/syngenta/bio-qsar/blob/main/multicoll_example.R). diff --git a/SHAP_names.rds b/SHAP_names.rds new file mode 100644 index 0000000..ea4a636 Binary files /dev/null and b/SHAP_names.rds differ diff --git a/SHAP_weights.rds b/SHAP_weights.rds new file mode 100644 index 0000000..55f5825 Binary files /dev/null and b/SHAP_weights.rds differ diff --git a/constant_features.rds b/constant_features.rds new file mode 100644 index 0000000..dd9da67 Binary files /dev/null and b/constant_features.rds differ diff --git a/cutoff_dists.rds b/cutoff_dists.rds new file mode 100644 index 0000000..29337a4 Binary files /dev/null and b/cutoff_dists.rds differ diff --git a/example_data_fish.csv b/example_data_fish.csv deleted file mode 100644 index ef351de..0000000 --- a/example_data_fish.csv +++ /dev/null @@ -1,2 +0,0 @@ -Water Solubility (mg/L),log Kow,Xp-6dv,BCUTi-1l,ATSC2d,PEOE_VSA6,p.Am,BCUTc-1h,ZMIC5,AATSC0v,BCUTse-1h,AATS4s,ATSC6s,GATS3p,JGI2,MATS3s,GATS3c,SlogP_VSA2,ETA_dEpsilon_D,AATS4p,VR2_A,BCUTm-1h,JGI3,MATS1v,ATSC7i,ATSC1se,ATSC3s,ATSC5i,SaasC,MATS3v,RPCG,BCUTdv-1l,GATS4c,MATS1s,GATS2c,MATS3c,ATS7m,ATSC3d,AATS0i,GATS1Z,AATSC4i,GATS4v,MATS1p,GATS4p,Kier3,BCUTv-1l,ATSC4d,ATSC7s,ATSC7d,GATS2s,JGI5,ETA_shape_p,MATS2p,ATSC5c,MATS4s,MATS1d,BCUTd-1l,MIC1,AATSC2m,Lipinski,BIC2,AMID_O,BCUTpe-1l,SlogP_VSA4,ATSC3se,ATSC4c,JGI7,MATS3i,ATSC4dv,ATSC8dv,VSA_EState4,AATSC0i,Xc-5d,BCUTc-1l,GATS2m,ATSC4s,ATSC8Z,ATSC6d,MATS1dv,ATSC5v,RNCG,ATSC2c,ATSC1i,JGI4,ATSC8i,ATSC7v,GATS4s,ATSC5d,SdssC,ATSC6Z,ATSC6i,E.Hp,ATSC4v,IC1,AXp-3dv,GATS3s,GATS3se,AETA_eta_BR,ATSC6v,GATS1p,VSA_EState5,GATS3d,AATS3v,MATS2se,ETA_psi_1,ATSC7m,NaasC,PEOE_VSA8,ATSC8p,MATS2s,ATSC1s,JGI6,ATSC5are,EState_VSA3,EState_VSA4,GATS4d,ATSC8c,AETA_beta_s,ETA_dAlpha_A,CIC4,MATS2i,ETA_dAlpha_B,GATS1d,EState_VSA2,EState_VSA6,AATS3i,ATSC7c,AETA_beta_ns_d,ATSC3dv,ATSC3m,SlogP_VSA5,E.G,RotRatio,ATSC5m,VSA_EState3,PEOE_VSA3,VSA_EState7,PEOE_VSA2,SMR_VSA1,TopoPSA,VSA_EState9,PEOE_VSA1,ATSC6dv,ETA_dEpsilon_B,TopoShapeIndex,SlogP_VSA1,TopoPSA(NO),ATSC8d,ETA_dBeta,JGI8,SsssCH,PEOE_VSA11,PEOE_VSA10,E.Hb,EState_VSA5,PEOE_VSA9,SlogP_VSA3,EState_VSA8,PEOE_VSA5,Xc-6dv,PEOE_VSA7,ETA_shape_x,SssCH2,C2SP3,EState_VSA7,PEOE_VSA4,v,NdsCH,NdO,nCl,PEOE_VSA12,C1SP3,JGI9,PEOE_VSA13,SssNH,JGI10,NsCH3,C1SP2,SssssC,SlogP_VSA7,SlogP_VSA11,n6Ring,NdssC,NsssN,NaasN,n9FARing,C3SP2,nAcid,NaaN,NdS,nHRing,n5aRing,SsOH,NdsN,SlogP_VSA8,NddssS,SsNH2,GhoseFilter,n6aHRing,NdCH2,nFAHRing,Xch-3d,nBridgehead,n5AHRing,nBase,n7Ring,NtN,p.M,NdssS,n6ARing,n10FHRing,NaaO,nBr,NssS,nG12FARing,n10FaRing,NaaS,NddC,n10FARing,n6AHRing,StCH,n3HRing,n12FaRing,SaaNH,n10FAHRing,ETA_dPsi_B,nSpiro,n9FaRing,n7FRing -89,3.51,0.29853269179484354,10.9598354250883,-0.532544378698227,17.667306958694127,146.137154374635,0.500977217201102,23.3388102526064,51.45079145639963,3.7145578743138152,3.242579458891515,-1.4676858232572063,0.916865693503736,0.04938271604938274,-0.18822105940193049,1.6377543780101316,12.197206458686718,0.03913832199546474,1.1560724817848085,4.60735763946363,35.4505169290764,0.075,-0.0328455580409515,-11.098640103962408,-0.14843738461538442,-14.547415966140246,20.609778055824396,1.2041638321995471,-0.05794675870228377,0.3259440858056343,0.7740010926926154,1.2300939278703158,-0.09154191083111732,0.6288498629482157,-0.2827966028093646,1411.4313389999998,-0.6923076923076921,162.9714402854957,0.6030938987451318,-0.28633435252258915,0.8504411949331959,-0.07295002407364273,0.965022010990972,4.888888888888889,14.701462365056113,-1.3727810650887575,-7.002647435221034,-5.207100591715976,0.4157827466407408,0.03402777777777777,0.30196629213483145,0.03333939069745422,-0.21940375419006225,0.14141633062905615,0.16489361702127653,0.9778591468641824,32.93584829257153,8.214053983934223,1,0.7579738030017639,0.2632635955266414,2.246552919760888,0,-1.5523278461538443,0.22060928044337225,0.02141203703703703,-0.04720050212452431,-1.2369785959529578,3.2065161808751528,0.6279166666666669,1.366574906138715,0,-0.47731706838359306,0.6203011386482519,9.878971265565124,59.372781065088745,-3.686390532544379,0.3644342823425285,-107.31881628203722,0.35385092258395645,0.4633552679790951,-5.276759183180831,0.03015873015873015,-6.677867864008628,-629.8692516110813,1.072599890386419,-0.1952662721893489,-0.4701234567901229,113.9940828402367,3.431154594611272,20690,216.7433654807359,3.2523057006640443,0.09160303361834986,1.0403161932796436,1.4567432490593415,0.03034472585026341,143.08967384937898,1.0189653986634284,0,0.9474734042553196,173.83434296639004,0.3493696448398802,0.5460122699386505,-352.61803851331354,2,10.710019588424888,0.05877415591055057,0.296703233552301,-3.5375910098132315,0.01820408163265306,-3.829488165680472,10.710019588424888,0,1.1034404708012675,0.02348112308157775,0.6071428571428571,0,0.6734528847818053,-0.05464924052866077,0.01564625850340137,1.0970744680851066,6.103966387748303,38.112942673227685,162.35508502381296,-0.0564773064275302,0.07142857142857142,-19.969610636277302,-512.2905432692309,13.847474399381248,5225.3979,0.14285714285714285,-933.348741587278,3.1447193877551025,4.794537184071822,-0.6005084719072815,5.316788604006331,9.53140013787187,38.33,0,4.736862953800049,-26.84118635400687,0.05927197802197792,1,5.316788604006331,38.33,-2.52662721893491,0,0.01020408163265306,-0.1303850151171586,0,0,2.768,0,6.103966387748303,4.736862953800049,5.316788604006331,0,0,32.046575604766076,0,0,1,0,0,0.070273,0,1,1,0,2,0,0,2.5684722222222223,0,2,0,0,5.022633313741326,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,24.8933,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 diff --git a/example_data_invertebrates.csv b/example_data_invertebrates.csv deleted file mode 100644 index 6593c56..0000000 --- a/example_data_invertebrates.csv +++ /dev/null @@ -1,2 +0,0 @@ -log Kow,Water Solubility (mg/L),ABC,ABCGG,nAcid,nBase,SpAbs_A,SpMax_A,SpDiam_A,SpAD_A,SpMAD_A,LogEE_A,VE1_A,VE2_A,VE3_A,VR1_A,VR2_A,VR3_A,nAromAtom,nAromBond,nAtom,nHeavyAtom,nBridgehead,nHetero,nH,nC,nN,nO,nS,nP,nF,nCl,nBr,nX,ATS0dv,ATS1dv,ATS2dv,ATS3dv,ATS4dv,ATS5dv,ATS6dv,ATS7dv,ATS8dv,ATS0d,ATS1d,ATS2d,ATS3d,ATS4d,ATS5d,ATS6d,ATS7d,ATS8d,ATS0s,ATS1s,ATS2s,ATS3s,ATS4s,ATS5s,ATS6s,ATS7s,ATS8s,ATS0Z,ATS1Z,ATS2Z,ATS3Z,ATS4Z,ATS5Z,ATS6Z,ATS7Z,ATS8Z,ATS0m,ATS1m,ATS2m,ATS3m,ATS4m,ATS5m,ATS6m,ATS7m,ATS8m,ATS0v,ATS1v,ATS2v,ATS3v,ATS4v,ATS5v,ATS6v,ATS7v,ATS8v,ATS0se,ATS1se,ATS2se,ATS3se,ATS4se,ATS5se,ATS6se,ATS7se,ATS8se,ATS0pe,ATS1pe,ATS2pe,ATS3pe,ATS4pe,ATS5pe,ATS6pe,ATS7pe,ATS8pe,ATS0are,ATS1are,ATS2are,ATS3are,ATS4are,ATS5are,ATS6are,ATS7are,ATS8are,ATS0p,ATS1p,ATS2p,ATS3p,ATS4p,ATS5p,ATS6p,ATS7p,ATS8p,ATS0i,ATS1i,ATS2i,ATS3i,ATS4i,ATS5i,ATS6i,ATS7i,ATS8i,AATS0dv,AATS1dv,AATS2dv,AATS3dv,AATS4dv,AATS0d,AATS1d,AATS2d,AATS3d,AATS4d,AATS0s,AATS1s,AATS2s,AATS3s,AATS4s,AATS0Z,AATS1Z,AATS2Z,AATS3Z,AATS4Z,AATS0m,AATS1m,AATS2m,AATS3m,AATS4m,AATS0v,AATS1v,AATS2v,AATS3v,AATS4v,AATS0se,AATS1se,AATS2se,AATS3se,AATS4se,AATS0pe,AATS1pe,AATS2pe,AATS3pe,AATS4pe,AATS0are,AATS1are,AATS2are,AATS3are,AATS4are,AATS0p,AATS1p,AATS2p,AATS3p,AATS4p,AATS0i,AATS1i,AATS2i,AATS3i,AATS4i,ATSC0c,ATSC1c,ATSC2c,ATSC3c,ATSC4c,ATSC5c,ATSC6c,ATSC7c,ATSC8c,ATSC0dv,ATSC1dv,ATSC2dv,ATSC3dv,ATSC4dv,ATSC5dv,ATSC6dv,ATSC7dv,ATSC8dv,ATSC0d,ATSC1d,ATSC2d,ATSC3d,ATSC4d,ATSC5d,ATSC6d,ATSC7d,ATSC8d,ATSC0s,ATSC1s,ATSC2s,ATSC3s,ATSC4s,ATSC5s,ATSC6s,ATSC7s,ATSC8s,ATSC0Z,ATSC1Z,ATSC2Z,ATSC3Z,ATSC4Z,ATSC5Z,ATSC6Z,ATSC7Z,ATSC8Z,ATSC0m,ATSC1m,ATSC2m,ATSC3m,ATSC4m,ATSC5m,ATSC6m,ATSC7m,ATSC8m,ATSC0v,ATSC1v,ATSC2v,ATSC3v,ATSC4v,ATSC5v,ATSC6v,ATSC7v,ATSC8v,ATSC0se,ATSC1se,ATSC2se,ATSC3se,ATSC4se,ATSC5se,ATSC6se,ATSC7se,ATSC8se,ATSC0pe,ATSC1pe,ATSC2pe,ATSC3pe,ATSC4pe,ATSC5pe,ATSC6pe,ATSC7pe,ATSC8pe,ATSC0are,ATSC1are,ATSC2are,ATSC3are,ATSC4are,ATSC5are,ATSC6are,ATSC7are,ATSC8are,ATSC0p,ATSC1p,ATSC2p,ATSC3p,ATSC4p,ATSC5p,ATSC6p,ATSC7p,ATSC8p,ATSC0i,ATSC1i,ATSC2i,ATSC3i,ATSC4i,ATSC5i,ATSC6i,ATSC7i,ATSC8i,AATSC0c,AATSC1c,AATSC2c,AATSC3c,AATSC4c,AATSC0dv,AATSC1dv,AATSC2dv,AATSC3dv,AATSC4dv,AATSC0d,AATSC1d,AATSC2d,AATSC3d,AATSC4d,AATSC0s,AATSC1s,AATSC2s,AATSC3s,AATSC4s,AATSC0Z,AATSC1Z,AATSC2Z,AATSC3Z,AATSC4Z,AATSC0m,AATSC1m,AATSC2m,AATSC3m,AATSC4m,AATSC0v,AATSC1v,AATSC2v,AATSC3v,AATSC4v,AATSC0se,AATSC1se,AATSC2se,AATSC3se,AATSC4se,AATSC0pe,AATSC1pe,AATSC2pe,AATSC3pe,AATSC4pe,AATSC0are,AATSC1are,AATSC2are,AATSC3are,AATSC4are,AATSC0p,AATSC1p,AATSC2p,AATSC3p,AATSC4p,AATSC0i,AATSC1i,AATSC2i,AATSC3i,AATSC4i,MATS1c,MATS2c,MATS3c,MATS4c,MATS1dv,MATS2dv,MATS3dv,MATS4dv,MATS1d,MATS2d,MATS3d,MATS4d,MATS1s,MATS2s,MATS3s,MATS4s,MATS1Z,MATS2Z,MATS3Z,MATS4Z,MATS1m,MATS2m,MATS3m,MATS4m,MATS1v,MATS2v,MATS3v,MATS4v,MATS1se,MATS2se,MATS3se,MATS4se,MATS1pe,MATS2pe,MATS3pe,MATS4pe,MATS1are,MATS2are,MATS3are,MATS4are,MATS1p,MATS2p,MATS3p,MATS4p,MATS1i,MATS2i,MATS3i,MATS4i,GATS1c,GATS2c,GATS3c,GATS4c,GATS1dv,GATS2dv,GATS3dv,GATS4dv,GATS1d,GATS2d,GATS3d,GATS4d,GATS1s,GATS2s,GATS3s,GATS4s,GATS1Z,GATS2Z,GATS3Z,GATS4Z,GATS1m,GATS2m,GATS3m,GATS4m,GATS1v,GATS2v,GATS3v,GATS4v,GATS1se,GATS2se,GATS3se,GATS4se,GATS1pe,GATS2pe,GATS3pe,GATS4pe,GATS1are,GATS2are,GATS3are,GATS4are,GATS1p,GATS2p,GATS3p,GATS4p,GATS1i,GATS2i,GATS3i,GATS4i,BCUTc-1h,BCUTc-1l,BCUTdv-1h,BCUTdv-1l,BCUTd-1h,BCUTd-1l,BCUTs-1h,BCUTs-1l,BCUTZ-1h,BCUTZ-1l,BCUTm-1h,BCUTm-1l,BCUTv-1h,BCUTv-1l,BCUTse-1h,BCUTse-1l,BCUTpe-1h,BCUTpe-1l,BCUTare-1h,BCUTare-1l,BCUTp-1h,BCUTp-1l,BCUTi-1h,BCUTi-1l,BalabanJ,SpAbs_DzZ,SpMax_DzZ,SpDiam_DzZ,SpAD_DzZ,SpMAD_DzZ,LogEE_DzZ,SM1_DzZ,VE1_DzZ,VE2_DzZ,VE3_DzZ,VR1_DzZ,VR2_DzZ,VR3_DzZ,SpAbs_Dzm,SpMax_Dzm,SpDiam_Dzm,SpAD_Dzm,SpMAD_Dzm,LogEE_Dzm,SM1_Dzm,VE1_Dzm,VE2_Dzm,VE3_Dzm,VR1_Dzm,VR2_Dzm,VR3_Dzm,SpAbs_Dzv,SpMax_Dzv,SpDiam_Dzv,SpAD_Dzv,SpMAD_Dzv,LogEE_Dzv,SM1_Dzv,VE1_Dzv,VE2_Dzv,VE3_Dzv,VR1_Dzv,VR2_Dzv,VR3_Dzv,SpAbs_Dzse,SpMax_Dzse,SpDiam_Dzse,SpAD_Dzse,SpMAD_Dzse,LogEE_Dzse,SM1_Dzse,VE1_Dzse,VE2_Dzse,VE3_Dzse,VR1_Dzse,VR2_Dzse,VR3_Dzse,SpAbs_Dzpe,SpMax_Dzpe,SpDiam_Dzpe,SpAD_Dzpe,SpMAD_Dzpe,LogEE_Dzpe,SM1_Dzpe,VE1_Dzpe,VE2_Dzpe,VE3_Dzpe,VR1_Dzpe,VR2_Dzpe,VR3_Dzpe,SpAbs_Dzare,SpMax_Dzare,SpDiam_Dzare,SpAD_Dzare,SpMAD_Dzare,LogEE_Dzare,SM1_Dzare,VE1_Dzare,VE2_Dzare,VE3_Dzare,VR1_Dzare,VR2_Dzare,VR3_Dzare,SpAbs_Dzp,SpMax_Dzp,SpDiam_Dzp,SpAD_Dzp,SpMAD_Dzp,LogEE_Dzp,SM1_Dzp,VE1_Dzp,VE2_Dzp,VE3_Dzp,VR1_Dzp,VR2_Dzp,VR3_Dzp,SpAbs_Dzi,SpMax_Dzi,SpDiam_Dzi,SpAD_Dzi,SpMAD_Dzi,LogEE_Dzi,SM1_Dzi,VE1_Dzi,VE2_Dzi,VE3_Dzi,VR1_Dzi,VR2_Dzi,VR3_Dzi,BertzCT,nBonds,nBondsO,nBondsS,nBondsD,nBondsT,nBondsA,nBondsM,nBondsKS,nBondsKD,RNCG,RPCG,C1SP1,C2SP1,C1SP2,C2SP2,C3SP2,C1SP3,C2SP3,C3SP3,C4SP3,HybRatio,FCSP3,Xch-3d,Xch-4d,Xch-5d,Xch-6d,Xch-7d,Xch-3dv,Xch-4dv,Xch-5dv,Xch-6dv,Xch-7dv,Xc-3d,Xc-4d,Xc-5d,Xc-6d,Xc-3dv,Xc-4dv,Xc-5dv,Xc-6dv,Xpc-4d,Xpc-5d,Xpc-6d,Xpc-4dv,Xpc-5dv,Xpc-6dv,Xp-0d,Xp-1d,Xp-2d,Xp-3d,Xp-4d,Xp-5d,Xp-6d,Xp-7d,AXp-0d,AXp-1d,AXp-2d,AXp-3d,Xp-0dv,Xp-1dv,Xp-2dv,Xp-3dv,Xp-4dv,Xp-5dv,Xp-6dv,Xp-7dv,AXp-0dv,AXp-1dv,AXp-2dv,AXp-3dv,SZ,Sm,Sv,Sse,Spe,Sar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diff --git a/fish_data.csv b/fish_data.csv deleted file mode 100644 index 4c6ad35..0000000 --- a/fish_data.csv +++ /dev/null @@ -1,1893 +0,0 @@ -Species name,Chemical name,LC50 in mg per L -Abramis brama,Dichlorvos,21.930800258996474 -Acipenser brevirostrum,Carbaryl,1.8099999999999998 -Ameiurus melas,Ametryn,25.000000000000007 -Ameiurus melas,Atrazine,35 -Ameiurus melas,Azinphos-methyl,4.26242729413342 -Ameiurus melas,Carbaryl,20.000000000000004 -Ameiurus melas,Chlorbromuron,9 -Ameiurus melas,Diazinon,7.999999999999999 -Ameiurus melas,Dimethametryn,6 -Ameiurus melas,Diquat dibromide,64.668384856899 -Ameiurus melas,Fenthion,1.4858672620025821 -Ameiurus melas,Fluometuron,55.00000000000001 -Ameiurus melas,Malathion,12.285357137665967 -Ameiurus melas,Methyl parathion,6.640000000000001 -Ameiurus melas,Metobromuron,39.99999999999999 -Ameiurus melas,"p,p'-DDT",0.014204782245768563 -Ameiurus melas,Profenofos,0.020000000000000004 -Ameiurus melas,Prometon,20.000000000000004 -Ameiurus melas,Secbumeton,25.000000000000007 -Ameiurus melas,Simazine,64.99999999999999 -Ameiurus melas,Terbumeton,10 -Ameiurus melas,Terbutryn,3 -Ameiurus melas,Terbutylazine,7 -Ameiurus melas,Trichlorfon,0.515 -Ameiurus nebulosus,Dinocap,0.61 -Ameiurus nebulosus,Molinate,34 -Ameiurus nebulosus,Monuron,57.00000000000001 -Anguilla anguilla,"2,3,5,6-Tetrachloronitrobenzene",1.4 -Anguilla anguilla,Chlorpyrifos,0.54 -Anguilla anguilla,Diazinon,0.08315785056852004 -Anguilla anguilla,Dichlorvos,0.852 -Anguilla anguilla,Disulfoton,0.037 -Anguilla anguilla,Endosulfan,0.03327835266446326 -Anguilla anguilla,Fenitrothion,0.20000000000000004 -Anguilla anguilla,Methyl parathion,4.781840649791668 -Anguilla anguilla,Molinate,33.5 -Anguilla anguilla,Thiobencarb,13.199999999999998 -Anguilla anguilla,Trichlorfon,3.38 -Anguilla japonica,"2,7,8,9-Tricyclazole",3.5000000000000004 -Anguilla japonica,Acephate,100 -Anguilla japonica,Ametryn,1.5 -Anguilla japonica,Benfuracarb,1.2 -Anguilla japonica,Bensultap,28 -Anguilla japonica,Benzofenap,39.99999999999999 -Anguilla japonica,Bilanafos,7.4 -Anguilla japonica,Captafol,0.08399999999999999 -Anguilla japonica,Captan,0.29999999999999993 -Anguilla japonica,Carbaryl,10 -Anguilla japonica,Carbosulfan,1.3 -Anguilla japonica,Chlorfenvinphos,0.038 -Anguilla japonica,Chlornitrofen,150.00000000000003 -Anguilla japonica,Chlorothalonil,0.038 -Anguilla japonica,Chlorpyrifos-methyl,5.000000000000001 -Anguilla japonica,Cycloprothrin,100 -Anguilla japonica,Cypermethrin,0.0036 -Anguilla japonica,Diazinon,2.8 -Anguilla japonica,Dichlorvos,1.5 -Anguilla japonica,Dicofol,4.4 -Anguilla japonica,Dimethirimol,86.99999999999999 -Anguilla japonica,Dimethoate,200.00000000000003 -Anguilla japonica,Dinocap,0.013999999999999999 -Anguilla japonica,Disulfoton,7.500000000000001 -Anguilla japonica,Edifenphos,4 -Anguilla japonica,Endosulfan,0.013999999999999999 -Anguilla japonica,EPN,3.2000000000000006 -Anguilla japonica,Ethidimuron,44 -Anguilla japonica,Etofenprox,13.999999999999998 -Anguilla japonica,Fenitrothion,6.5 -Anguilla japonica,Fenobucarb,18.999999999999996 -Anguilla japonica,Fenthion,12.000000000000002 -Anguilla japonica,Fenvalerate,0.0048 -Anguilla japonica,Flutolanil,100 -Anguilla japonica,Hexazinone,75.00000000000001 -Anguilla japonica,Malathion,4.1 -Anguilla japonica,Mecoprop,100 -Anguilla japonica,Methomyl,1.7 -Anguilla japonica,Metolcarb,22.999999999999996 -Anguilla japonica,Permethrin,0.35 -Anguilla japonica,Phosmet,1.3 -Anguilla japonica,Pretilachlor,5.3 -Anguilla japonica,Profenofos,2.5 -Anguilla japonica,Propargite,3.2999999999999994 -Anguilla japonica,Propoxur,4.4 -Anguilla japonica,Pyroquilon,44 -Anguilla japonica,Quinalphos,0.5 -Anguilla japonica,Tebuthiuron,39.99999999999999 -Anguilla japonica,Thiazafluron [BSI:ISO],73 -Anguilla japonica,Tralomethrin,0.0021999999999999997 -Anguilla japonica,Trichlorfon,4.6000000000000005 -Anguilla japonica,Triforine,1.8 -Aplodinotus grunniens,"p,p'-DDT",0.01 -Brevoortia patronus,Fenthion,0.54 -Carassius auratus,"2,4-Dichlorophenoxyacetic acid",187.00000000000003 -Carassius auratus,Aldicarb,7.4 -Carassius auratus,Ametryn,13.999999999999998 -Carassius auratus,Asulam,4999.999999999999 -Carassius auratus,Atrazine,65.99921982840894 -Carassius auratus,Azinphos-methyl,2.297240457747158 -Carassius auratus,Benfluralin,0.8049844718999244 -Carassius auratus,Captafol,0.2238309736783722 -Carassius auratus,Captan,1.0920622692868756 -Carassius auratus,Carbaryl,13.893696914910677 -Carassius auratus,Carbofuran,8.99861100392722 -Carassius auratus,Chlordane,0.082 -Carassius auratus,Chloroxuron,68.00000000000001 -Carassius auratus,Chlorpyrifos,1.6234592695845498 -Carassius auratus,Chlorpyrifos-methyl,0.35 -Carassius auratus,Dalapon,100 -Carassius auratus,Diazinon,9 -Carassius auratus,Dichlobenil,7.769728825824771 -Carassius auratus,Dicloran,32.00000000000001 -Carassius auratus,Dinocap,0.033 -Carassius auratus,Diphenamid,53.14978833447974 -Carassius auratus,Diquat,54.54356057317858 -Carassius auratus,Diquat dibromide,83.99999999999999 -Carassius auratus,Disulfoton,7.200000000000001 -Carassius auratus,Dithianon,0.15 -Carassius auratus,Endothal,444.99999999999994 -Carassius auratus,EPN,1.0173494974687902 -Carassius auratus,EPTC,25.939159585460754 -Carassius auratus,Ethalfluralin,0.26 -Carassius auratus,Ethoprop,10.233279044372823 -Carassius auratus,Fenitrothion,2.8 -Carassius auratus,Fenthion,3.1805660688158155 -Carassius auratus,Glyphosate,7267.798140733367 -Carassius auratus,Isoprocarb,4.61 -Carassius auratus,Malathion,4.935522319437457 -Carassius auratus,Methomyl,0.1 -Carassius auratus,Methoxychlor,0.04622698148452478 -Carassius auratus,Methyl parathion,9.90578174668388 -Carassius auratus,Molinate,30.3 -Carassius auratus,Oxamyl,27.5 -Carassius auratus,"p,p'-DDT",0.023134993596930022 -Carassius auratus,Parathion,2.6308862046289594 -Carassius auratus,Permethrin,0.08443100468371963 -Carassius auratus,Piperalin,2 -Carassius auratus,Prometryn,4 -Carassius auratus,Propargite,3.6999999999999997 -Carassius auratus,Propoxur,42.5440947723653 -Carassius auratus,Propyzamide,350 -Carassius auratus,Trichlorfon,62.637542424597584 -Carassius auratus,Trifluralin,0.145 -Carassius auratus,Vernolate,12.699999999999998 -Carassius carassius,Ametryn,27.000000000000004 -Carassius carassius,Atrazine,83.2803218400853 -Carassius carassius,Bifenox,101.99999999999999 -Carassius carassius,Bromofenoxim,0.9 -Carassius carassius,Chlorbromuron,7.999999999999999 -Carassius carassius,Chlorotoluron,100 -Carassius carassius,Chloroxuron,150.00000000000003 -Carassius carassius,Chlorpyrifos,0.013999999999999999 -Carassius carassius,Diazinon,8.363446607369195 -Carassius carassius,Dimethametryn,7.999999999999999 -Carassius carassius,EPTC,170.00000000000006 -Carassius carassius,Fluometuron,137.93939478767237 -Carassius carassius,Methoprotryne,32.27977339793338 -Carassius carassius,Methyl parathion,11.000000000000002 -Carassius carassius,Metobromuron,54.28835233189811 -Carassius carassius,Metolachlor,4.900000000000001 -Carassius carassius,"p,p'-DDT",0.039148676411688635 -Carassius carassius,Piperophos,5.000000000000001 -Carassius carassius,Profenofos,0.08999999999999998 -Carassius carassius,Prometon,70.00000000000001 -Carassius carassius,Secbumeton,43.65658981845461 -Carassius carassius,Simazine,100 -Carassius carassius,Simetryn,27.000000000000004 -Carassius carassius,Terbumeton,29.999999999999996 -Carassius carassius,Terbutryn,3.076642269253835 -Carassius carassius,Terbutylazine,73.18860343940565 -Carassius carassius,Trifluralin,49.49999999999999 -Catostomus latipinnis,Boric acid,124.99999999999994 -Channa punctata,"2,4-Dichlorophenoxyacetic acid",359.81939914351506 -Channa punctata,Atrazine,42.400000000000006 -Channa punctata,Carbaryl,9.003994664255897 -Channa punctata,Carbofuran,0.17999999999999997 -Channa punctata,Carbosulfan,0.268 -Channa punctata,Chlorpyrifos,0.5444079352838274 -Channa punctata,Deltamethrin,0.025099800796022267 -Channa punctata,Diazinon,1.9172260264769132 -Channa punctata,Dichlorvos,2.3 -Channa punctata,Dimethoate,26.400757564888174 -Channa punctata,Disulfoton,5.799999999999999 -Channa punctata,Endosulfan,0.034217438641385246 -Channa punctata,Glyphosate,32.50000000000001 -Channa punctata,Iprobenfos,14.800000000000004 -Channa punctata,lambda-Cyhalothrin,0.007919999999999998 -Channa punctata,Malathion,2.731084884529522 -Channa punctata,Methamidophos,8.580000000000002 -Channa punctata,Methyl parathion,2.15 -Channa punctata,Monocrotophos,24.01249674648599 -Channa punctata,Monolinuron,103.99999999999997 -Channa punctata,"p,p'-DDT",0.05088614742736965 -Channa punctata,Profenofos,0.0024834854539537783 -Channa punctata,Thiram,0.22000000000000003 -Channa striata,Carbaryl,17.5 -Channa striata,Diazinon,0.79 -Channa striata,Fenobucarb,11.400000000000004 -Channa striata,Fenvalerate,0.008000000000000004 -Channa striata,Malathion,7.999999999999999 -Channa striata,Methyl parathion,10.469999999999999 -Channa striata,"p,p'-DDT",0.73 -Channa striata,Paraquat,10.899999999999999 -Clarias gariepinus,Chlorpyrifos,0.02144761058952721 -Clarias gariepinus,Deltamethrin,0.4 -Clarias gariepinus,Diazinon,6.3710281744785915 -Clarias gariepinus,Dimethoate,39.400000000000006 -Clarias gariepinus,Fenvalerate,0.003740908980448468 -Clarias gariepinus,lambda-Cyhalothrin,0.008000000000000004 -Colossoma macropomum,Carbendazim,4.16 -Colossoma macropomum,Malathion,1.51 -Coregonus clupeaformis,Methoxychlor,0.114 -Ctenopharyngodon idella,Abamectin,0.1 -Ctenopharyngodon idella,Asulam,10000 -Ctenopharyngodon idella,Atrazine,37 -Ctenopharyngodon idella,Butachlor,0.24 -Ctenopharyngodon idella,Carbofuran,2.71 -Ctenopharyngodon idella,Chlorpyrifos,0.049999999999999996 -Ctenopharyngodon idella,Deltamethrin,0.09100000000000001 -Ctenopharyngodon idella,Diazinon,15.100000000000001 -Ctenopharyngodon idella,Dichlobenil,9.4 -Ctenopharyngodon idella,Diquat,52.999999999999986 -Ctenopharyngodon idella,Diquat dibromide,1718.9997091331913 -Ctenopharyngodon idella,Diuron,30.999999999999996 -Ctenopharyngodon idella,Endosulfan,0.002590111097196186 -Ctenopharyngodon idella,Fenpropathrin,0.0035889999999999993 -Ctenopharyngodon idella,Fenvalerate,0.21396153266709317 -Ctenopharyngodon idella,Folpet,1.25 -Ctenopharyngodon idella,Paraquat dichloride,66.00000000000001 -Ctenopharyngodon idella,Permethrin,0.012352856021821953 -Ctenopharyngodon idella,Terbutryn,5.799999999999999 -Ctenopharyngodon idella,Thiobencarb,1.51 -Culaea inconstans,"p,p'-DDT",0.067 -Cyprinella lutrensis,Malathion,0.025000000000000005 -Cyprinodon bovinus,Carbaryl,4.54 -Cyprinodon macularius,Carbaryl,7.71 -Cyprinodon macularius,Cypermethrin,0.006000000000000003 -Cyprinodon macularius,Deltamethrin,5.999999999999997e-4 -Cyprinodon macularius,Fenvalerate,0.025000000000000005 -Cyprinodon macularius,Permethrin,0.004999999999999999 -Cyprinodon variegatus,"1,3-Dichloropropene",1.8 -Cyprinodon variegatus,Aldicarb,0.08866337510786455 -Cyprinodon variegatus,Atrazine,2 -Cyprinodon variegatus,Azinphos-methyl,0.0020000000000000005 -Cyprinodon variegatus,Biphenyl,4.6000000000000005 -Cyprinodon variegatus,Carbaryl,4.36 -Cyprinodon variegatus,Carbofuran,0.386 -Cyprinodon variegatus,Chlorpyrifos,0.19162463307205574 -Cyprinodon variegatus,Deltamethrin,4.7999999999999996e-4 -Cyprinodon variegatus,Diazinon,1.47 -Cyprinodon variegatus,Endosulfan,3.400000000000002e-4 -Cyprinodon variegatus,EPN,0.1889 -Cyprinodon variegatus,Ethoprop,0.3649657518178932 -Cyprinodon variegatus,Fenthion,1.89 -Cyprinodon variegatus,Fenvalerate,0.024596747752497677 -Cyprinodon variegatus,Fluopicolide,0.41 -Cyprinodon variegatus,Fluridone,10.700000000000003 -Cyprinodon variegatus,Furfural,13.999999999999998 -Cyprinodon variegatus,Malathion,0.05099999999999999 -Cyprinodon variegatus,Mandipropamid,4.500000000000001 -Cyprinodon variegatus,Methoxychlor,0.048999999999999995 -Cyprinodon variegatus,Napropamide,13.999999999999998 -Cyprinodon variegatus,Permethrin,0.08800000000000001 -Cyprinodon variegatus,tau-Fluvalinate,0.0017000000000000008 -Cyprinodon variegatus,Terbufos,0.0033999999999999985 -Cyprinodon variegatus,Thiobencarb,1.37 -Cyprinodon variegatus,Thiodicarb,1 -Cyprinodon variegatus,Trichlorfon,11.000000000000002 -Cyprinodon variegatus,Trifluralin,0.16 -Cyprinus carpio,"2,4-Dichlorophenoxyacetic acid",55.02624188728566 -Cyprinus carpio,"2,4,5-Trichlorophenoxyacetic acid",20.76442158039174 -Cyprinus carpio,"2,7,8,9-Tricyclazole",13.999999999999998 -Cyprinus carpio,Abamectin,0.04200000000000001 -Cyprinus carpio,Alachlor,4.6000000000000005 -Cyprinus carpio,Allethrin,0.03200000000000001 -Cyprinus carpio,alpha-Cypermethrin,0.0031932147896229887 -Cyprinus carpio,Atrazine,30.659419433511772 -Cyprinus carpio,Azinphos-methyl,0.695 -Cyprinus carpio,Bentazone,978.0000000000002 -Cyprinus carpio,Bifenthrin,0.05750000000000001 -Cyprinus carpio,Bromuconazole,4.8 -Cyprinus carpio,Buprofezin,1.6 -Cyprinus carpio,Butachlor,0.1 -Cyprinus carpio,Carbaryl,3.1075422902858953 -Cyprinus carpio,Carbofuran,0.8091087168441629 -Cyprinus carpio,Chlordane,0.038305310784774074 -Cyprinus carpio,Chlorfenvinphos,0.045000000000000005 -Cyprinus carpio,Chlorothalonil,0.05500000000000001 -Cyprinus carpio,Chlorpyrifos,0.03577708763999665 -Cyprinus carpio,Cymoxanil,91.00000000000001 -Cyprinus carpio,Cypermethrin,0.006770760595718866 -Cyprinus carpio,Dalapon,10000 -Cyprinus carpio,Deltamethrin,0.005151371090790345 -Cyprinus carpio,Diazinon,4.873685740066489 -Cyprinus carpio,Dichlobenil,10.899999999999999 -Cyprinus carpio,Dichlorvos,1.788686669039606 -Cyprinus carpio,Diflubenzuron,389 -Cyprinus carpio,Dimethoate,5.80282907959896 -Cyprinus carpio,Dimethomorph,18.700000000000003 -Cyprinus carpio,Dinitramine,1.4069046663723899 -Cyprinus carpio,Diquat,50.29999999999999 -Cyprinus carpio,Diquat dibromide,59.09999999999999 -Cyprinus carpio,Diuron,2.9 -Cyprinus carpio,Endosulfan,0.004090533727330137 -Cyprinus carpio,Ethion,0.43 -Cyprinus carpio,Ethoprop,0.64 -Cyprinus carpio,Fenitrothion,5.614394115819878 -Cyprinus carpio,Fenobucarb,2.5592258401316057 -Cyprinus carpio,Fenoxycarb,2.7 -Cyprinus carpio,Fenpropathrin,0.003000000000000001 -Cyprinus carpio,Fenthion,1.5043382557435532 -Cyprinus carpio,Fenvalerate,0.009208822057045237 -Cyprinus carpio,Fluazinam,0.145 -Cyprinus carpio,Fluopicolide,1.3 -Cyprinus carpio,Fluopyram,42.9 -Cyprinus carpio,Fluoxastrobin,0.484 -Cyprinus carpio,Flutolanil,4.447960181138631 -Cyprinus carpio,Folpet,3.16 -Cyprinus carpio,Fthalide,50.999999999999986 -Cyprinus carpio,Glyphosate,31.30377817226035 -Cyprinus carpio,Indoxacarb,1.02 -Cyprinus carpio,Isoprocarb,17.57351388022193 -Cyprinus carpio,Malathion,4.476060854565099 -Cyprinus carpio,MCPA,9.21737489744233 -Cyprinus carpio,Metconazole,3.2999999999999994 -Cyprinus carpio,Methamidophos,68.49817515817482 -Cyprinus carpio,Methoxychlor,0.03338472313548371 -Cyprinus carpio,Methyl iodide,1.19 -Cyprinus carpio,Methyl parathion,9.444984567845284 -Cyprinus carpio,Metoxuron,161.99999999999994 -Cyprinus carpio,Molinate,35.23066845803524 -Cyprinus carpio,Monolinuron,12.900000000000002 -Cyprinus carpio,"p,p'-DDT",0.1008917694024845 -Cyprinus carpio,Paraquat,9.007992899405176 -Cyprinus carpio,Paraquat dichloride,63.521649852629 -Cyprinus carpio,Parathion,1.7248188310660342 -Cyprinus carpio,Penthiopyrad,0.572 -Cyprinus carpio,Permethrin,0.031015819095599438 -Cyprinus carpio,Phosalone,0.05800000000000001 -Cyprinus carpio,Phosmet,50.970204428843694 -Cyprinus carpio,Pirimicarb,409.99999999999994 -Cyprinus carpio,Pirimiphos-methyl,5.000000000000001 -Cyprinus carpio,Profenofos,0.10443147895969142 -Cyprinus carpio,Prometryn,8.239068575512645 -Cyprinus carpio,Propanil,7.17 -Cyprinus carpio,Propiconazole,17.6583719615346 -Cyprinus carpio,Propoxur,6.349325469580222 -Cyprinus carpio,Prothioconazole,6.42 -Cyprinus carpio,Pyrimethanil,36.60000000000001 -Cyprinus carpio,Quinoxyfen,0.41 -Cyprinus carpio,Resmethrin,0.003949999999999999 -Cyprinus carpio,Sedaxane,0.62 -Cyprinus carpio,Spirotetramat,2.59 -Cyprinus carpio,Tebuconazole,2.37 -Cyprinus carpio,Tetramethrin,0.11999999999999998 -Cyprinus carpio,Thiobencarb,0.2580424984575608 -Cyprinus carpio,Thiram,3.0000000000000014e-4 -Cyprinus carpio,Tolfenpyrad,0.004732863826479695 -Cyprinus carpio,Trichlorfon,27.432807704198396 -Cyprinus carpio,Trichloroacetic acid,2499.9999999999995 -Cyprinus carpio,Trifluralin,0.1723368793961409 -Danio rerio,"2,4-Dichlorophenoxyacetic acid",68.3520299625402 -Danio rerio,Alachlor,0.8 -Danio rerio,Aldicarb,10.100000000000001 -Danio rerio,Atrazine,271.00000000000006 -Danio rerio,Bifenthrin,0.003199999999999999 -Danio rerio,Carbaryl,9.26 -Danio rerio,Chlorpyrifos,1.6 -Danio rerio,Clethodim,133 -Danio rerio,Deltamethrin,1.2100000000000005e-4 -Danio rerio,Diazinon,5.60536387198186 -Danio rerio,Dichlobenil,16.019987515600633 -Danio rerio,Dichlorvos,12.999999999999998 -Danio rerio,Dimethoate,0.5120379253208467 -Danio rerio,Diquat,23.5 -Danio rerio,Endosulfan,0.001600000000000001 -Danio rerio,Esfenvalerate,0.11036303729057115 -Danio rerio,Etofenprox,0.07910000000000002 -Danio rerio,Fenvalerate,0.08810546068486026 -Danio rerio,Fipronil,0.18100000000000002 -Danio rerio,Fluopicolide,1.7 -Danio rerio,gamma-Cyhalothrin,7.609204951898722e-4 -Danio rerio,lambda-Cyhalothrin,0.003669510264444145 -Danio rerio,Malathion,0.33758331390962903 -Danio rerio,Metalaxyl,241.9999999999999 -Danio rerio,Metalaxyl-M,226.9999999999999 -Danio rerio,Methyl disulfide,7.500000000000001 -Danio rerio,Paraquat,48.50000000000001 -Danio rerio,Paraquat dichloride,39.99999999999999 -Danio rerio,Parathion,5.64 -Danio rerio,Permethrin,0.002499999999999999 -Danio rerio,Phoxim,0.469 -Danio rerio,Prometryn,2.626785107312739 -Danio rerio,Tebuconazole,22.91898776124286 -Danio rerio,Tetramethrin,0.046 -Danio rerio,Triazophos,5.200000000000001 -Esox lucius,Allethrin,0.0033000000000000004 -Esox lucius,Azinphos-methyl,3.6e-4 -Esox lucius,Deltamethrin,0.023 -Esox lucius,Dinitramine,0.758 -Esox lucius,Diquat,16 -Esox lucius,Fenvalerate,5.999999999999997e-4 -Esox lucius,Methoxychlor,0.01174734012447073 -Esox lucius,"p,p'-DDT",0.0023141534315924113 -Esox lucius,Permethrin,0.006134329629226003 -Esox lucius,Phorate,0.11 -Esox lucius,Phoxim,0.20934675170985648 -Esox lucius,Pyrethrins,0.016999999999999998 -Esox lucius,Resmethrin,0.0010499999999999995 -Fundulus diaphanus,"2,4-Dichlorophenoxyacetic acid",26.699999999999996 -Fundulus diaphanus,"2,4,5-Trichlorophenoxyacetic acid",17.4 -Fundulus diaphanus,Malathion,0.24 -Fundulus diaphanus,Methyl parathion,15.200000000000003 -Galaxias maculatus,Chlorothalonil,0.016299999999999995 -Galaxias maculatus,Cypermethrin,0.0023400000000000005 -Gambusia affinis,"2-(2,4,5-Trichlorophenoxy)propionic acid",0.35 -Gambusia affinis,"2,7,8,9-Tricyclazole",1.4 -Gambusia affinis,Acephate,313.68774282716225 -Gambusia affinis,Alachlor,3.748 -Gambusia affinis,Allethrin,0.65 -Gambusia affinis,Azinphos-methyl,0.07282856582413248 -Gambusia affinis,Bentazone,2079.731535863835 -Gambusia affinis,Boric acid,5599.999999999998 -Gambusia affinis,Butachlor,1.195867885679685 -Gambusia affinis,Butylate,8.5 -Gambusia affinis,Carbaryl,6.1348125585537785 -Gambusia affinis,Carbofuran,0.61622401477490385 -Gambusia affinis,Carbon disulfide,135 -Gambusia affinis,Chlordane,0.040999999999999995 -Gambusia affinis,Chlorpyrifos,0.4614799013901975 -Gambusia affinis,Coumaphos,3.5000000000000004 -Gambusia affinis,Cycloate,10 -Gambusia affinis,Cypermethrin,0.004791419857062785 -Gambusia affinis,Dalapon,19099.999999999985 -Gambusia affinis,Deltamethrin,0.001083725304051255 -Gambusia affinis,Diazinon,1.273 -Gambusia affinis,Dicamba,465.00000000000006 -Gambusia affinis,Dichlorvos,5.279981084451672 -Gambusia affinis,Dicofol,1.215030863805525 -Gambusia affinis,Dicrotophos,3.5000000000000004 -Gambusia affinis,Dinoseb,0.87 -Gambusia affinis,Diquat,10 -Gambusia affinis,Diquat dibromide,288.99999999999994 -Gambusia affinis,Diuron,10 -Gambusia affinis,Endosulfan,0.005453186370976551 -Gambusia affinis,Endothal,10 -Gambusia affinis,EPTC,16.399999999999995 -Gambusia affinis,Ethion,0.206 -Gambusia affinis,Ethoprop,5.4 -Gambusia affinis,Fenitrothion,0.002241710782337566 -Gambusia affinis,Fenobucarb,3.1386939959161357 -Gambusia affinis,Fenpropathrin,0.0013000000000000006 -Gambusia affinis,Fenvalerate,0.006967558244756899 -Gambusia affinis,Fthalide,130.00000000000006 -Gambusia affinis,Furfural,23.999999999999993 -Gambusia affinis,Glyphosate,6.2 -Gambusia affinis,Isoprocarb,12.000000000000002 -Gambusia affinis,lambda-Cyhalothrin,1.11 -Gambusia affinis,Malathion,0.2966877249158582 -Gambusia affinis,MCPA,10 -Gambusia affinis,Methoxychlor,0.3132091952673165 -Gambusia affinis,Methyl parathion,0.6460110737525405 -Gambusia affinis,Molinate,7.355640868767922 -Gambusia affinis,Monocrotophos,70.00000000000001 -Gambusia affinis,Naled,0.003310000000000001 -Gambusia affinis,Nitrofen,0.782 -Gambusia affinis,Oxadiazon,3.189 -Gambusia affinis,"p,p'-DDT",0.04470321896680052 -Gambusia affinis,Paraquat,122.99327083286752 -Gambusia affinis,Parathion,0.3891076030228883 -Gambusia affinis,Pebulate,10 -Gambusia affinis,Permethrin,0.01361181344122957 -Gambusia affinis,Phosmet,0.34 -Gambusia affinis,Pirimiphos-methyl,2.23 -Gambusia affinis,Profenofos,0.34826350764694447 -Gambusia affinis,Propanil,8.490300348044233 -Gambusia affinis,Pyrethrins,0.027000000000000003 -Gambusia affinis,Resmethrin,0.005239999999999998 -Gambusia affinis,Temephos,0.169617216107328 -Gambusia affinis,Tetramethrin,0.14 -Gambusia affinis,Thiobencarb,0.8872269873727825 -Gambusia affinis,Trifluralin,6.6038544977892535 -Gambusia affinis,Vernolate,14.499999999999998 -Gasterosteus aculeatus,"2,3,5,6-Tetrachloronitrobenzene",0.634 -Gasterosteus aculeatus,Chlordane,0.08999999999999998 -Gasterosteus aculeatus,Chlorothalonil,0.06900000000000002 -Gasterosteus aculeatus,Chlorpyrifos,0.008519976525789261 -Gasterosteus aculeatus,Endosulfan,0.006000000000000003 -Gasterosteus aculeatus,Fenitrothion,15.700000000000003 -Gila cypha,"p,p'-DDT",2.166333307688362 -Gila cypha,Parathion,1.6 -Gila elegans,Boric acid,351.08993563950264 -Gila elegans,Carbaryl,3.1591661186066116 -Gila elegans,Malathion,4.838284820057621 -Heterobranchus longifilis,Dichlorvos,1.32 -Heterobranchus longifilis,Paraquat,7.67 -Huso huso,Diazinon,5.63 -Hypophthalmichthys molitrix,Endosulfan,7.968153051252999e-4 -Hypophthalmichthys molitrix,Methamidophos,112.35924528048409 -Hypophthalmichthys nobilis,Butachlor,0.58 -Hypophthalmichthys nobilis,Carbofuran,2.37 -Hypophthalmichthys nobilis,Thiobencarb,2.45 -Ictalurus furcatus,Malathion,17 -Ictalurus punctatus,"2-(2,4,5-Trichlorophenoxy)propionic acid",22.283509831726715 -Ictalurus punctatus,"2,4-Dichlorophenoxyacetic acid",7 -Ictalurus punctatus,Abamectin,0.024000000000000007 -Ictalurus punctatus,Acephate,856.6257002962541 -Ictalurus punctatus,Alachlor,10.418733128360666 -Ictalurus punctatus,Aldicarb,8.485281374238571 -Ictalurus punctatus,Allethrin,0.02377116188755446 -Ictalurus punctatus,Amitrole,159.99999999999991 -Ictalurus punctatus,Anilazine,0.24 -Ictalurus punctatus,Asulam,4999.999999999999 -Ictalurus punctatus,Atrazine,2.2882307575941727 -Ictalurus punctatus,Azinphos-methyl,3.414507481664648 -Ictalurus punctatus,Benomyl,0.024033905431513816 -Ictalurus punctatus,Bensulide,0.3794996706190929 -Ictalurus punctatus,Binapacryl,0.014999999999999996 -Ictalurus punctatus,Captafol,0.028 -Ictalurus punctatus,Captan,0.07766630952289817 -Ictalurus punctatus,Carbaryl,4.803737303554094 -Ictalurus punctatus,Carbendazim,0.01861185901954416 -Ictalurus punctatus,Carbofuran,0.4623336770494847 -Ictalurus punctatus,Chlorbromuron,10.2 -Ictalurus punctatus,Chlorothalonil,0.10276602564033516 -Ictalurus punctatus,Chloroxuron,0.45 -Ictalurus punctatus,Chlorpyrifos,0.5934422825924962 -Ictalurus punctatus,Chlorpyrifos-methyl,0.135 -Ictalurus punctatus,Chlorsulfuron,49.99999999999999 -Ictalurus punctatus,Coumaphos,1.6866403852307017 -Ictalurus punctatus,Cyanazine,12.38864710122698 -Ictalurus punctatus,Cyfluthrin,0.0020000000000000005 -Ictalurus punctatus,Dicofol,0.33877297039717025 -Ictalurus punctatus,Dicrotophos,9.152806528572176 -Ictalurus punctatus,Diflubenzuron,370 -Ictalurus punctatus,Dinitramine,1.7770682496996808 -Ictalurus punctatus,Dinoseb,0.053983281166092946 -Ictalurus punctatus,Disulfoton,4.700000000000001 -Ictalurus punctatus,Dithianon,0.13000000000000003 -Ictalurus punctatus,Endosulfan,0.0015000000000000005 -Ictalurus punctatus,Endothal,0.49000000000000005 -Ictalurus punctatus,EPN,0.42 -Ictalurus punctatus,Ethion,7.6000000000000005 -Ictalurus punctatus,Fenitrothion,3.881637848687818 -Ictalurus punctatus,Fenpropathrin,0.010999999999999998 -Ictalurus punctatus,Fenthion,1.7517128791933623 -Ictalurus punctatus,Fenvalerate,0.001535193337181076 -Ictalurus punctatus,Fipronil,0.56 -Ictalurus punctatus,Fluchloralin,0.21633307652783934 -Ictalurus punctatus,Fluometuron,3.1572058272310484 -Ictalurus punctatus,Fluorodifen,0.27 -Ictalurus punctatus,Fluridone,10.433374305616576 -Ictalurus punctatus,Folpet,0.10799999999999998 -Ictalurus punctatus,Glyphosate,17.904489412977767 -Ictalurus punctatus,Hydramethylnon,0.07937253933193772 -Ictalurus punctatus,Imazaquin,319.9999999999999 -Ictalurus punctatus,Imazethapyr,239.99999999999994 -Ictalurus punctatus,Indoxacarb,0.29 -Ictalurus punctatus,Iprodione,3.079935064250544 -Ictalurus punctatus,Isofenphos,2.1 -Ictalurus punctatus,Linuron,2.2847319317591723 -Ictalurus punctatus,Malathion,12.067656664838578 -Ictalurus punctatus,Methomyl,0.4889585693640903 -Ictalurus punctatus,Methoprene,100 -Ictalurus punctatus,Methoxychlor,0.16947009157208118 -Ictalurus punctatus,Methyl parathion,6.088213549924018 -Ictalurus punctatus,Metolachlor,4.900000000000001 -Ictalurus punctatus,Metribuzin,3.4 -Ictalurus punctatus,Molinate,20.511520903721635 -Ictalurus punctatus,Monocrotophos,11.960669753659095 -Ictalurus punctatus,Monuron,63.1 -Ictalurus punctatus,Naled,0.71 -Ictalurus punctatus,Oxamyl,16.20123447382936 -Ictalurus punctatus,Oxydemeton-methyl,17.999999999999996 -Ictalurus punctatus,Oxyfluorfen,0.4 -Ictalurus punctatus,"p,p'-DDT",0.019887088136308927 -Ictalurus punctatus,Paraquat,100 -Ictalurus punctatus,Parathion,2.65 -Ictalurus punctatus,Pendimethalin,0.8911789943664515 -Ictalurus punctatus,Permethrin,0.0028369745246887667 -Ictalurus punctatus,Phorate,0.024819347291981705 -Ictalurus punctatus,Phosmet,8.916277250063503 -Ictalurus punctatus,Phoxim,1.206657441535176 -Ictalurus punctatus,Prodiamine,52.00000000000001 -Ictalurus punctatus,Profenofos,0.05909569809531894 -Ictalurus punctatus,Propachlor,0.2537715508089904 -Ictalurus punctatus,Propanil,2.4787371275661982 -Ictalurus punctatus,Propham,86.5 -Ictalurus punctatus,Propiconazole,2.2068076490713913 -Ictalurus punctatus,Propoxur,1.3 -Ictalurus punctatus,Pyrethrins,0.0403564742118373 -Ictalurus punctatus,Resmethrin,0.013990720441285472 -Ictalurus punctatus,Temephos,4.57545373789365 -Ictalurus punctatus,Terbufos,0.13145341380123987 -Ictalurus punctatus,Tetradifon,2.1 -Ictalurus punctatus,Thiobencarb,2.079738038295097 -Ictalurus punctatus,Thiophanate-methyl,0.029999999999999995 -Ictalurus punctatus,Thiram,0.79 -Ictalurus punctatus,Tri-allate,1.3674794331177342 -Ictalurus punctatus,Triadimefon,15.000000000000004 -Ictalurus punctatus,Trichlorfon,4.238185585781615 -Ictalurus punctatus,Trifluralin,0.2722030806811593 -Jordanella floridae,Diazinon,1.6431676725154982 -Jordanella floridae,Malathion,0.31260198335903117 -Jordanella floridae,Methoxychlor,0.29 -Lagodon rhomboides,Aldicarb,0.07999999999999999 -Lagodon rhomboides,Endosulfan,3.0000000000000014e-4 -Lagodon rhomboides,EPN,0.018300000000000004 -Lagodon rhomboides,Ethoprop,0.0063 -Lepomis cyanellus,Azinphos-methyl,0.05200000000000001 -Lepomis cyanellus,Binapacryl,0.04299999999999999 -Lepomis cyanellus,Carbaryl,10.587068602507694 -Lepomis cyanellus,Carbofuran,0.16 -Lepomis cyanellus,Chlorpyrifos,0.030000000000000013 -Lepomis cyanellus,Dichlobenil,7.425175998276927 -Lepomis cyanellus,Fenitrothion,4.1 -Lepomis cyanellus,Fenthion,2.3232395903619074 -Lepomis cyanellus,Malathion,0.2146870384111401 -Lepomis cyanellus,Methyl parathion,5.847227019688119 -Lepomis cyanellus,Molinate,34.45 -Lepomis cyanellus,"p,p'-DDT",0.00588247556403339 -Lepomis cyanellus,Parathion,0.3237367431659875 -Lepomis cyanellus,Propanil,5.85 -Lepomis cyanellus,Resmethrin,0.004550000000000002 -Lepomis macrochirus,"(2R,6S)-Fenpropimorph",2.11 -Lepomis macrochirus,"1,3-Dichloropropene",5.795841315409654 -Lepomis macrochirus,"2-(2,4,5-Trichlorophenoxy)propionic acid",13.930537009113854 -Lepomis macrochirus,"2-Methyl-4,6-dinitrophenol",0.2877498913987632 -Lepomis macrochirus,"2,4-DB",9.488392652817687 -Lepomis macrochirus,"2,4-Dichlorophenoxyacetic acid",97.97244139456053 -Lepomis macrochirus,"2,4,5-Trichlorophenoxyacetic acid",10 -Lepomis macrochirus,"2,7,8,9-Tricyclazole",2.46 -Lepomis macrochirus,3-Iodo-2-propynyl-N-butylcarbamate,0.22600000000000003 -Lepomis macrochirus,Abamectin,1.5798734126505196 -Lepomis macrochirus,Acephate,2000.0000000000002 -Lepomis macrochirus,Acetochlor,1.4422205101855958 -Lepomis macrochirus,Acibenzolar-S-methyl,1.6 -Lepomis macrochirus,Alachlor,5.104658262879616 -Lepomis macrochirus,Aldicarb,0.0875115927388753 -Lepomis macrochirus,Allethrin,0.03828477177997922 -Lepomis macrochirus,alpha-Cyhalothrin,4.599999999999998e-4 -Lepomis macrochirus,Ametryn,7.459085273020598 -Lepomis macrochirus,Amitraz,1.1267765182775993 -Lepomis macrochirus,Amitrole,1000 -Lepomis macrochirus,Anilazine,0.2717598803586897 -Lepomis macrochirus,Asulam,4999.999999999999 -Lepomis macrochirus,Atrazine,32.23041644867446 -Lepomis macrochirus,Azinphos-ethyl,0.0010999999999999996 -Lepomis macrochirus,Azinphos-methyl,0.01390180845477271 -Lepomis macrochirus,Azoxystrobin,1.1 -Lepomis macrochirus,Bendiocarb,1.0406941845344255 -Lepomis macrochirus,Benfluralin,0.2539634973480822 -Lepomis macrochirus,Benomyl,1.0050674430863709 -Lepomis macrochirus,Bensulide,1.0551680015187688 -Lepomis macrochirus,Bifenazate,0.58 -Lepomis macrochirus,Bifenthrin,3.439999999999999e-4 -Lepomis macrochirus,Binapacryl,0.037515549107338085 -Lepomis macrochirus,Bioresmethrin,8.000000000000004e-4 -Lepomis macrochirus,Biphenyl,4.819219813691335 -Lepomis macrochirus,Bitertanol,2.1 -Lepomis macrochirus,Bromacil,126.99999999999999 -Lepomis macrochirus,Bromoxynil,9.591663046625438 -Lepomis macrochirus,Bromuconazole,4.2 -Lepomis macrochirus,Butralin,1 -Lepomis macrochirus,Butylate,2.1069439875523934 -Lepomis macrochirus,Cadusafos,0.171 -Lepomis macrochirus,Captafol,0.04909768102945876 -Lepomis macrochirus,Captan,0.146632443686557 -Lepomis macrochirus,Carbaryl,7.469126825309357 -Lepomis macrochirus,Carbendazim,3.2000000000000006 -Lepomis macrochirus,Carbofuran,0.34252731943582265 -Lepomis macrochirus,Carboxin,3.6861100849632593 -Lepomis macrochirus,Carfentrazone-ethyl,2 -Lepomis macrochirus,Chlorbromuron,6.3825042988599066 -Lepomis macrochirus,Chlordane,0.03596729316184389 -Lepomis macrochirus,Chlorethoxyfos,0.002300000000000001 -Lepomis macrochirus,Chlorfenac,28.141769561436732 -Lepomis macrochirus,Chlorfenapyr,0.011599999999999997 -Lepomis macrochirus,Chlorfenvinphos,0.008024961059095555 -Lepomis macrochirus,Chloroneb,6.2217360921209135 -Lepomis macrochirus,Chloropicrin,0.06804777733328252 -Lepomis macrochirus,Chlorothalonil,0.07694082539582785 -Lepomis macrochirus,Chlorotoluron,49.99999999999999 -Lepomis macrochirus,Chloroxuron,26.961994997758506 -Lepomis macrochirus,Chlorpropham,6.998094719557493 -Lepomis macrochirus,Chlorpyrifos,0.005168161773910983 -Lepomis macrochirus,Chlorpyrifos-methyl,0.88 -Lepomis macrochirus,Chlorthal-dimethyl,700.0000000000001 -Lepomis macrochirus,Clodinafop-propargyl,0.24 -Lepomis macrochirus,Clomazone,34 -Lepomis macrochirus,Coumaphos,0.7138625118772989 -Lepomis macrochirus,Cyanazine,16.93315038016647 -Lepomis macrochirus,Cycloate,5.592852581643826 -Lepomis macrochirus,Cyfluthrin,7.293619503170231e-4 -Lepomis macrochirus,Cyhalofop-butyl,0.8407139822793481 -Lepomis macrochirus,Cymoxanil,29 -Lepomis macrochirus,Cypermethrin,0.002606572096915658 -Lepomis macrochirus,Cyprazine,6.237948380677736 -Lepomis macrochirus,Cyproconazole,21 -Lepomis macrochirus,Cyprodinil,2.6412118430750686 -Lepomis macrochirus,Dalapon,205.63398284383862 -Lepomis macrochirus,Dazomet,0.9889449018382956 -Lepomis macrochirus,Deltamethrin,5.661232776379843e-4 -Lepomis macrochirus,Desmedipham,6 -Lepomis macrochirus,Diazinon,0.18064785492056437 -Lepomis macrochirus,Dicamba,135 -Lepomis macrochirus,Dichlobenil,11.034246013548632 -Lepomis macrochirus,Dichlorprop,1.411382301150188 -Lepomis macrochirus,Dichlorvos,0.7185328470793438 -Lepomis macrochirus,Diclofop-methyl,0.34114832759859554 -Lepomis macrochirus,Dicloran,6.539951182195992 -Lepomis macrochirus,Dicofol,0.926441046624321 -Lepomis macrochirus,Dicrotophos,11.792238504123802 -Lepomis macrochirus,Diethatyl-ethyl,3.5000000000000004 -Lepomis macrochirus,Difenoconazole,1.2 -Lepomis macrochirus,Diflubenzuron,273.6540290344634 -Lepomis macrochirus,Dimethenamid,6.4 -Lepomis macrochirus,Dimethoate,7.017642571710879 -Lepomis macrochirus,Dinitramine,2.4816391382079974 -Lepomis macrochirus,Dinocap,0.022803508501982768 -Lepomis macrochirus,Diphenamid,54.98496754215607 -Lepomis macrochirus,Dipropetryn,3.13 -Lepomis macrochirus,Diquat,56.85156825702972 -Lepomis macrochirus,Diquat dibromide,112.17701763301855 -Lepomis macrochirus,Disulfoton,0.11038024623518877 -Lepomis macrochirus,Dithiopyr,0.4699999999999999 -Lepomis macrochirus,Diuron,7.416904422674575 -Lepomis macrochirus,Endosulfan,0.002517745044527698 -Lepomis macrochirus,Endothal,37.0609134945303 -Lepomis macrochirus,EPN,0.15159870180872598 -Lepomis macrochirus,EPTC,20.63109601656945 -Lepomis macrochirus,Esfenvalerate,3.19184082256199e-4 -Lepomis macrochirus,Ethalfluralin,0.08817046846328644 -Lepomis macrochirus,Ethion,0.3092738061470064 -Lepomis macrochirus,Ethofumesate,8.873337020880326 -Lepomis macrochirus,Ethoprop,1.615806866766361 -Lepomis macrochirus,Etofenprox,0.005538952969650491 -Lepomis macrochirus,Famoxadone,0.013 -Lepomis macrochirus,Fenamidone,0.74 -Lepomis macrochirus,Fenamiphos,0.018038035138300743 -Lepomis macrochirus,Fenarimol,2.0979571971542605 -Lepomis macrochirus,Fenazaquin,0.034100000000000005 -Lepomis macrochirus,Fenbuconazole,0.68 -Lepomis macrochirus,Fenhexamid,3.4199999999999995 -Lepomis macrochirus,Fenitrothion,2.831856040626187 -Lepomis macrochirus,Fenoxaprop-ethyl,1.066097241641651 -Lepomis macrochirus,Fenoxycarb,1.86 -Lepomis macrochirus,Fenpropathrin,0.004115823125451335 -Lepomis macrochirus,Fenpyroximate,0.0021447610589527223 -Lepomis macrochirus,Fenthion,2.36928162050705 -Lepomis macrochirus,Fenvalerate,9.561673827385578e-4 -Lepomis macrochirus,Fipronil,0.08300000000000002 -Lepomis macrochirus,Fluazifop-butyl,1.1895797577295941 -Lepomis macrochirus,Fluazinam,0.05269999999999999 -Lepomis macrochirus,Fluchloralin,0.03442949552430301 -Lepomis macrochirus,Fludioxonil,0.7349829930005183 -Lepomis macrochirus,Flufenacet,2.3289482604815417 -Lepomis macrochirus,Fluometuron,48.6791555932093 -Lepomis macrochirus,Fluopicolide,0.72 -Lepomis macrochirus,Fluoxastrobin,0.97 -Lepomis macrochirus,Fluridone,10.682040713861431 -Lepomis macrochirus,Fluroxypyr,14.300000000000002 -Lepomis macrochirus,Fluthiacet-methyl,0.14 -Lepomis macrochirus,Flutriafol,25.690465157330262 -Lepomis macrochirus,Folpet,0.07299344194787313 -Lepomis macrochirus,Fosetyl-Al,140.99999999999991 -Lepomis macrochirus,Fosthiazate,156.99999999999994 -Lepomis macrochirus,Furfural,9.633275663033835 -Lepomis macrochirus,gamma-Cyhalothrin,4.244761477397763e-5 -Lepomis macrochirus,Glyphosate,15.611654958150252 -Lepomis macrochirus,Hexaconazole,5.1000000000000005 -Lepomis macrochirus,Hexazinone,237.99999999999994 -Lepomis macrochirus,Hexythiazox,2.479516081819192 -Lepomis macrochirus,Hydramethylnon,0.45166359162544856 -Lepomis macrochirus,Imazalil,3.99 -Lepomis macrochirus,Imazaquin,419.9999999999999 -Lepomis macrochirus,Imazethapyr,422.99999999999994 -Lepomis macrochirus,Imiprothrin,0.07000000000000002 -Lepomis macrochirus,Indaziflam,0.32 -Lepomis macrochirus,Indoxacarb,1.0392304845413263 -Lepomis macrochirus,Iprodione,5.665161461038634 -Lepomis macrochirus,Isofenphos,2.783853212365736 -Lepomis macrochirus,Isopropalin,24.299999999999997 -Lepomis macrochirus,Kinoprene,136.99999999999997 -Lepomis macrochirus,Kresoxim-methyl,0.499 -Lepomis macrochirus,Lactofen,2.1 -Lepomis macrochirus,lambda-Cyhalothrin,0.001049262032185215 -Lepomis macrochirus,Linuron,11.26829024760426 -Lepomis macrochirus,Malathion,0.10124947689964693 -Lepomis macrochirus,MCPA,12.062338081814818 -Lepomis macrochirus,MCPB,3.2999999999999994 -Lepomis macrochirus,Mefluidide,1619.9999999999993 -Lepomis macrochirus,Metalaxyl,82.57018820320629 -Lepomis macrochirus,Metam-sodium,0.51 -Lepomis macrochirus,Methamidophos,41.287294095964214 -Lepomis macrochirus,Methiocarb,0.3023835428494696 -Lepomis macrochirus,Methomyl,1.0370923146416846 -Lepomis macrochirus,Methoprene,4.313748423077903 -Lepomis macrochirus,Methoprotryne,12.324771803161303 -Lepomis macrochirus,Methoxychlor,0.04422825805803472 -Lepomis macrochirus,Methyl bromide,11.000000000000002 -Lepomis macrochirus,Methyl parathion,3.777230743381906 -Lepomis macrochirus,Metobromuron,39.99999999999999 -Lepomis macrochirus,Metolachlor,10 -Lepomis macrochirus,Metribuzin,97.11602653312517 -Lepomis macrochirus,Molinate,3.504360259353942 -Lepomis macrochirus,Monocrotophos,9.61062769577201 -Lepomis macrochirus,Monuron,32.49743569511323 -Lepomis macrochirus,Myclobutanil,2.4 -Lepomis macrochirus,Naled,0.7831314999802512 -Lepomis macrochirus,Napropamide,12.63328935788301 -Lepomis macrochirus,Naptalam,353.99999999999983 -Lepomis macrochirus,Nicotine,5.45 -Lepomis macrochirus,Nitralin,62 -Lepomis macrochirus,Norflurazon,16.300000000000004 -Lepomis macrochirus,Octhilinone,0.17805309193531885 -Lepomis macrochirus,Oryzalin,2.88 -Lepomis macrochirus,Oxadiazon,2.0534899901091728 -Lepomis macrochirus,Oxamyl,6.925176172140141 -Lepomis macrochirus,Oxycarboxin,28.099999999999994 -Lepomis macrochirus,Oxydemeton-methyl,8.556673697746652 -Lepomis macrochirus,Oxyfluorfen,0.20493901531919198 -Lepomis macrochirus,"p,p'-DDT",0.004539090980140697 -Lepomis macrochirus,Paraquat,12.999999999999998 -Lepomis macrochirus,Paraquat dichloride,58.75199932836846 -Lepomis macrochirus,Parathion,0.13551904967895775 -Lepomis macrochirus,Pebulate,7.900000000000001 -Lepomis macrochirus,Pendimethalin,2.03685760257291 -Lepomis macrochirus,Pentachloronitrobenzene,0.3194441169868402 -Lepomis macrochirus,Permethrin,0.007230188102541763 -Lepomis macrochirus,Phenmedipham,3.98 -Lepomis macrochirus,Phenothrin,0.016864163187066235 -Lepomis macrochirus,Phorate,0.003138569746131144 -Lepomis macrochirus,Phosalone,0.11447142425533319 -Lepomis macrochirus,Phosmet,0.2873234861311253 -Lepomis macrochirus,Phoxim,0.4973270857003869 -Lepomis macrochirus,Piperalin,0.77 -Lepomis macrochirus,Pirimicarb,65.49809157525124 -Lepomis macrochirus,Pirimiphos-methyl,2.86 -Lepomis macrochirus,Potassium N-methyldithiocarbamate,108.00000000000004 -Lepomis macrochirus,Prallethrin,0.021999999999999995 -Lepomis macrochirus,Prodiamine,7.894808420728145 -Lepomis macrochirus,Profenofos,0.042145200106763626 -Lepomis macrochirus,Prometon,31.851137314667294 -Lepomis macrochirus,Prometryn,10 -Lepomis macrochirus,Propanil,8.694826047713661 -Lepomis macrochirus,Propargite,0.07195137246779938 -Lepomis macrochirus,Propetamphos,0.38892097089824423 -Lepomis macrochirus,Propham,29.96737193391588 -Lepomis macrochirus,Propiconazole,3.957309707975605 -Lepomis macrochirus,Propoxur,9.899402731688323 -Lepomis macrochirus,Prothioconazole,4.836517342055128 -Lepomis macrochirus,Pyraclostrobin,0.011400000000000004 -Lepomis macrochirus,Pyraflufen-ethyl,3.2999999999999994 -Lepomis macrochirus,Pyrethrins,0.05443836698494143 -Lepomis macrochirus,Pyridaben,0.00923872642556179 -Lepomis macrochirus,Pyrimethanil,26.2 -Lepomis macrochirus,Pyriproxyfen,5.9 -Lepomis macrochirus,Quinclorac,31.600000000000005 -Lepomis macrochirus,Quizalofop-ethyl,1.15697882435246 -Lepomis macrochirus,Resmethrin,0.0023292387255931303 -Lepomis macrochirus,S-Metolachlor,3.2000000000000006 -Lepomis macrochirus,Sethoxydim,20.59126028197401 -Lepomis macrochirus,Siduron,15.000000000000004 -Lepomis macrochirus,Simazine,80.73207723526089 -Lepomis macrochirus,Simetryn,25.000000000000007 -Lepomis macrochirus,Spiromesifen,0.056700000000000014 -Lepomis macrochirus,Spirotetramat,2.2 -Lepomis macrochirus,Sulfentrazone,93.79999999999998 -Lepomis macrochirus,Sulfotepp,0.024000000000000007 -Lepomis macrochirus,Swep,6 -Lepomis macrochirus,tau-Fluvalinate,0.0011899999999999994 -Lepomis macrochirus,Tebuconazole,5.700000000000001 -Lepomis macrochirus,Tebufenpyrad,0.09299999999999999 -Lepomis macrochirus,Tebupirimfos,0.08900000000000001 -Lepomis macrochirus,Tebuthiuron,106.00000000000004 -Lepomis macrochirus,Tefluthrin,0.0010198039027185574 -Lepomis macrochirus,Temephos,5.682305792899851 -Lepomis macrochirus,Tepraloxydim,77.90000000000002 -Lepomis macrochirus,Terbacil,107.40577265678033 -Lepomis macrochirus,Terbufos,0.00224221064357276 -Lepomis macrochirus,Terbutryn,3.3918992358638516 -Lepomis macrochirus,Terbutylazine,7.500000000000001 -Lepomis macrochirus,Tetraconazole,3.85 -Lepomis macrochirus,Tetradifon,0.88 -Lepomis macrochirus,Tetramethrin,0.01738102413553356 -Lepomis macrochirus,Thiabendazole,23.55304591060203 -Lepomis macrochirus,Thiacloprid,45.09589781787254 -Lepomis macrochirus,Thiazopyr,3.5000000000000004 -Lepomis macrochirus,Thiobencarb,1.578437336419444 -Lepomis macrochirus,Thiodicarb,1.3281566172707193 -Lepomis macrochirus,Thiophanate-methyl,36.735044124904434 -Lepomis macrochirus,Thiram,0.10844353369380769 -Lepomis macrochirus,Tolfenpyrad,9.410000000000001e-4 -Lepomis macrochirus,Tralomethrin,0.014527015101315134 -Lepomis macrochirus,Tri-allate,1.6069489430940311 -Lepomis macrochirus,Triadimefon,14.43950831845581 -Lepomis macrochirus,Triadimenol,15.000000000000004 -Lepomis macrochirus,Triazamate,0.74 -Lepomis macrochirus,Trichlorfon,3.9440922025035903 -Lepomis macrochirus,Triclopyr,148.00000000000003 -Lepomis macrochirus,Tridiphane,0.37 -Lepomis macrochirus,Trifloxystrobin,0.053999999999999986 -Lepomis macrochirus,Trifluralin,0.09244259685663636 -Lepomis macrochirus,Triforine,24.299999999999997 -Lepomis macrochirus,Vernolate,4.930169991654555 -Lepomis macrochirus,Vinclozolin,47.5 -Lepomis macrochirus,Z-Tetrachlorvinphos,0.7417277128434666 -Lepomis megalotis,"p,p'-DDT",0.007826237921249264 -Lepomis microlophus,Anilazine,0.14 -Lepomis microlophus,Azinphos-methyl,0.05200000000000001 -Lepomis microlophus,Carbaryl,11.199999999999998 -Lepomis microlophus,Chlorfenac,12.000000000000002 -Lepomis microlophus,Fenthion,1.88 -Lepomis microlophus,Malathion,0.0867782258308258 -Lepomis microlophus,Methyl parathion,5.170000000000001 -Lepomis microlophus,Monuron,47.00000000000001 -Lepomis microlophus,Octhilinone,0.20299999999999999 -Lepomis microlophus,"p,p'-DDT",0.008660254037844387 -Menidia beryllina,Azinphos-methyl,0.022799999999999997 -Menidia beryllina,Chlorpyrifos,0.0065452272687814275 -Menidia beryllina,Endosulfan,0.0015000000000000005 -Menidia beryllina,Fenthion,2.15 -Menidia beryllina,Fenvalerate,0.0021213203435596433 -Menidia beryllina,Methoxychlor,0.039400000000000004 -Menidia beryllina,Methyl bromide,12.000000000000002 -Menidia beryllina,Permethrin,0.0275 -Menidia beryllina,Terbufos,0.004700000000000001 -Menidia menidia,Azinphos-methyl,0.0011899999999999994 -Menidia menidia,Chlorpyrifos,9.219544457292889e-4 -Menidia menidia,Dichlorvos,1.25 -Menidia menidia,Fenvalerate,3.0999999999999995e-4 -Menidia menidia,Malathion,0.125 -Menidia menidia,Methoxychlor,0.033 -Menidia menidia,Methyl parathion,5.700000000000001 -Menidia menidia,"p,p'-DDT",4.0000000000000013e-4 -Menidia menidia,Thiobencarb,0.4551516267990619 -Micropterus dolomieu,"2,4-Dichlorophenoxyacetic acid",3.1 -Micropterus dolomieu,Allethrin,0.007699999999999999 -Micropterus dolomieu,Diquat,3.9 -Micropterus dolomieu,Fluridone,7.6000000000000005 -Micropterus dolomieu,Folpet,0.09100000000000001 -Micropterus dolomieu,Phosmet,0.15 -Micropterus dolomieu,Pyrethrins,0.017922053453775882 -Micropterus salmoides,"1,3-Dichloropropene",3.5646882011630217 -Micropterus salmoides,"2,4-Dichlorophenoxyacetic acid",160.69999999999996 -Micropterus salmoides,Acephate,3000.0000000000014 -Micropterus salmoides,Allethrin,0.012000000000000002 -Micropterus salmoides,Azinphos-methyl,0.0048 -Micropterus salmoides,Carbaryl,6.4 -Micropterus salmoides,Coumaphos,1.1 -Micropterus salmoides,Dichlobenil,12.500000000000002 -Micropterus salmoides,Dicofol,0.41254269530524035 -Micropterus salmoides,Diquat,4.900000000000001 -Micropterus salmoides,Diquat dibromide,23.446636630480146 -Micropterus salmoides,Disulfoton,0.06 -Micropterus salmoides,Endothal,254.99999999999991 -Micropterus salmoides,EPN,0.38 -Micropterus salmoides,Ethion,0.173 -Micropterus salmoides,Fenthion,1.570019844487679 -Micropterus salmoides,Fluridone,12.999999999999998 -Micropterus salmoides,Malathion,0.2669269563007827 -Micropterus salmoides,Methomyl,0.9842833472037558 -Micropterus salmoides,Methoxychlor,0.015303449462179115 -Micropterus salmoides,Methyl parathion,5.219999999999999 -Micropterus salmoides,Naled,1.9 -Micropterus salmoides,Oxydemeton-methyl,31.499999999999993 -Micropterus salmoides,"p,p'-DDT",0.0013416407864998744 -Micropterus salmoides,Parathion,0.6635377825443018 -Micropterus salmoides,Permethrin,0.008500000000000002 -Micropterus salmoides,Phorate,0.004999999999999999 -Micropterus salmoides,Phosmet,0.16 -Micropterus salmoides,Pyrethrins,0.033 -Micropterus salmoides,Resmethrin,6.600000000000001e-4 -Micropterus salmoides,Temephos,2.2530343086101814 -Micropterus salmoides,Trichlorfon,3.4665867934424157 -Micropterus salmoides,Trifluralin,0.07500000000000001 -Monopterus albus,Endosulfan,4.1999999999999985e-4 -Morone americana,"2,4-Dichlorophenoxyacetic acid",39.99999999999999 -Morone americana,"2,4,5-Trichlorophenoxyacetic acid",16.399999999999995 -Morone americana,Malathion,1.1 -Morone americana,Methyl parathion,13.999999999999998 -Morone saxatilis,"2,4-Dichlorophenoxyacetic acid",70.09999999999998 -Morone saxatilis,"2,4,5-Trichlorophenoxyacetic acid",14.600000000000001 -Morone saxatilis,Carbaryl,1.2046118823738996 -Morone saxatilis,Carbofuran,0.1931648666677671 -Morone saxatilis,Chlorpyrifos,5.800000000000001e-4 -Morone saxatilis,Coumaphos,62 -Morone saxatilis,Dichlobenil,6200 -Morone saxatilis,Diquat dibromide,5.318295896944989 -Morone saxatilis,Diuron,1.4684637773145044 -Morone saxatilis,Endosulfan,2.513810099754478e-4 -Morone saxatilis,EPN,0.06 -Morone saxatilis,Fenthion,0.453 -Morone saxatilis,Malathion,0.04075214008446172 -Morone saxatilis,Methoxychlor,0.0033000000000000004 -Morone saxatilis,Methyl parathion,5.00279874724935 -Morone saxatilis,Molinate,9.292376357933612 -Morone saxatilis,Naled,0.5 -Morone saxatilis,Oxytetracycline,75.00000000000001 -Morone saxatilis,"p,p'-DDT",5.300000000000001e-4 -Morone saxatilis,Parathion,0.22928413219949445 -Morone saxatilis,Simazine,40.48276729019869 -Morone saxatilis,Temephos,1 -Morone saxatilis,Thiobencarb,0.6951701208392475 -Morone saxatilis,Trichlorfon,3.193436867574741 -Mugil cephalus,Azinphos-methyl,0.003199999999999999 -Mugil cephalus,Chlorpyrifos,0.005400000000000001 -Mugil cephalus,Dichlorvos,0.20000000000000004 -Mugil cephalus,Endosulfan,3.7999999999999997e-4 -Mugil cephalus,Fenitrothion,0.24 -Mugil cephalus,Fenvalerate,5.800000000000001e-4 -Mugil cephalus,Malathion,0.55 -Mugil cephalus,Methoxychlor,0.063 -Mugil cephalus,Methyl parathion,5.200000000000001 -Mugil cephalus,"p,p'-DDT",0.006606639138018662 -Mugil cephalus,Temephos,0.6 -Mugil cephalus,Trifluralin,0.03200000000000001 -Notemigonus crysoleucas,Chlorpyrifos,0.035 -Notemigonus crysoleucas,Diazinon,0.4 -Notemigonus crysoleucas,Diquat dibromide,30.935416596516042 -Notemigonus crysoleucas,Methyl parathion,5.000000000000001 -Notemigonus crysoleucas,Naled,6.1 -Notemigonus crysoleucas,Octhilinone,0.154 -Notemigonus crysoleucas,"p,p'-DDT",0.028 -Notemigonus crysoleucas,Parathion,1.3282488471668252 -Notopterus notopterus,Carbofuran,1.4409996530186953 -Notopterus notopterus,Malathion,0.077 -Notopterus notopterus,Parathion,0.522494019 -Notropis atherinoides,Amitrole,419.9999999999999 -Notropis atherinoides,Atrazine,15.6 -Notropis atherinoides,Diquat dibromide,25.800000000000008 -Notropis atherinoides,Propanil,7.500000000000001 -Notropis blennius,"p,p'-DDT",0.0058000000000000005 -Notropis hudsonius,Methoxychlor,0.024099999999999996 -Oncorhynchus clarkii stomias,Carbaryl,1.566490599397855 -Oncorhynchus gorbuscha,Dichlorprop,0.6 -Oncorhynchus gorbuscha,Glyphosate,56.71102536156418 -Oncorhynchus gorbuscha,Hexazinone,446.0644573883016 -Oncorhynchus gorbuscha,Triclopyr,1.6278820596099706 -Oncorhynchus keta,Dichlorprop,1.1 -Oncorhynchus keta,Glyphosate,42.372091135003934 -Oncorhynchus keta,Hexazinone,423.3298234083233 -Oncorhynchus keta,Methoxychlor,0.047999999999999994 -Oncorhynchus keta,Triclopyr,1.5 -Oncorhynchus kisutch,"2-(2,4,5-Trichlorophenoxy)propionic acid",0.6 -Oncorhynchus kisutch,3-Iodo-2-propynyl-N-butylcarbamate,0.40843189882225617 -Oncorhynchus kisutch,Allethrin,0.006128537967726742 -Oncorhynchus kisutch,Amitrole,325.00000000000006 -Oncorhynchus kisutch,Atrazine,22.715633383201094 -Oncorhynchus kisutch,Azinphos-methyl,0.006108035774328268 -Oncorhynchus kisutch,Boric acid,447.00000000000017 -Oncorhynchus kisutch,Captan,0.09685681829242618 -Oncorhynchus kisutch,Carbaryl,1.8412534786111663 -Oncorhynchus kisutch,Carbofuran,0.53 -Oncorhynchus kisutch,Chlordane,0.05600000000000001 -Oncorhynchus kisutch,Coumaphos,15.000000000000004 -Oncorhynchus kisutch,Dichlorprop,1.5 -Oncorhynchus kisutch,Dinitramine,1.0914262113685556 -Oncorhynchus kisutch,Dinoseb,0.19 -Oncorhynchus kisutch,Diquat,29.999999999999996 -Oncorhynchus kisutch,Diuron,16 -Oncorhynchus kisutch,Endothal,100 -Oncorhynchus kisutch,Fenitrothion,2.1680843217573416 -Oncorhynchus kisutch,Fenthion,1.32 -Oncorhynchus kisutch,Folpet,0.10599999999999998 -Oncorhynchus kisutch,Glyphosate,73.2067796799132 -Oncorhynchus kisutch,Hexazinone,382.2586353722355 -Oncorhynchus kisutch,Malathion,0.1687670547616929 -Oncorhynchus kisutch,Methoprene,85.99999999999999 -Oncorhynchus kisutch,Methoxychlor,0.0662 -Oncorhynchus kisutch,Methyl parathion,5.3 -Oncorhynchus kisutch,Metolachlor,9 -Oncorhynchus kisutch,Monuron,109.99999999999997 -Oncorhynchus kisutch,"p,p'-DDT",0.01205164174835886 -Oncorhynchus kisutch,Paraquat dichloride,76 -Oncorhynchus kisutch,Permethrin,0.016999999999999998 -Oncorhynchus kisutch,Phoxim,0.4878409005028247 -Oncorhynchus kisutch,Pyrethrins,0.029549394320047977 -Oncorhynchus kisutch,Resmethrin,9.591985498504214e-4 -Oncorhynchus kisutch,Simazine,330.00000000000006 -Oncorhynchus kisutch,Temephos,0.7956805354453983 -Oncorhynchus kisutch,Thiodicarb,3.2999999999999994 -Oncorhynchus kisutch,Trichlorfon,0.035 -Oncorhynchus kisutch,Triclopyr,1.3478709606209212 -Oncorhynchus mykiss,"(2R,6S)-Fenpropimorph",3.46 -Oncorhynchus mykiss,"1,3-Dichloropropene",2.7511396884927084 -Oncorhynchus mykiss,"2-(2,4,5-Trichlorophenoxy)propionic acid",16.434269729242644 -Oncorhynchus mykiss,"2-Methyl-4,6-dinitrophenol",0.06600000000000002 -Oncorhynchus mykiss,"2,3,5,6-Tetrachloronitrobenzene",0.37 -Oncorhynchus mykiss,"2,4-DB",4.655881426531161 -Oncorhynchus mykiss,"2,4-Dichlorophenoxyacetic acid",136.48961324823145 -Oncorhynchus mykiss,"2,4,5-Trichlorophenoxyacetic acid",1.1423659658795862 -Oncorhynchus mykiss,"2,7,8,9-Tricyclazole",1.8099999999999998 -Oncorhynchus mykiss,3-Iodo-2-propynyl-N-butylcarbamate,0.07539985756445326 -Oncorhynchus mykiss,Abamectin,0.28774989139876317 -Oncorhynchus mykiss,Acephate,377.30797021583936 -Oncorhynchus mykiss,Acequinocyl,64.99999999999999 -Oncorhynchus mykiss,Acetochlor,0.576418677083961 -Oncorhynchus mykiss,Acibenzolar-S-methyl,0.88 -Oncorhynchus mykiss,Alachlor,2.162577968028565 -Oncorhynchus mykiss,Aldicarb,0.5787076304457164 -Oncorhynchus mykiss,Allethrin,0.014218395373418223 -Oncorhynchus mykiss,alpha-Cyhalothrin,5.400000000000001e-4 -Oncorhynchus mykiss,alpha-Cypermethrin,0.011384850195244435 -Oncorhynchus mykiss,Ametryn,4.233007227521607 -Oncorhynchus mykiss,Amitraz,1.2759310326189266 -Oncorhynchus mykiss,Amitrole,243.23730647509052 -Oncorhynchus mykiss,Anilazine,0.15819854333375635 -Oncorhynchus mykiss,Antimony potassium tartrate trihydrate,37 -Oncorhynchus mykiss,Asulam,4999.999999999999 -Oncorhynchus mykiss,Atrazine,9.931827398971972 -Oncorhynchus mykiss,Azinphos-ethyl,0.019493588689617928 -Oncorhynchus mykiss,Azinphos-methyl,0.007690559578807062 -Oncorhynchus mykiss,Azoxystrobin,0.4699999999999999 -Oncorhynchus mykiss,Bendiocarb,1.17402514585201 -Oncorhynchus mykiss,Benfluralin,0.15273506473629425 -Oncorhynchus mykiss,Benomyl,0.26953962717193236 -Oncorhynchus mykiss,Bensulide,1.2644721810458597 -Oncorhynchus mykiss,Bifenazate,0.76 -Oncorhynchus mykiss,Bifenthrin,0.0014849242404917505 -Oncorhynchus mykiss,Binapacryl,0.06403124237432849 -Oncorhynchus mykiss,Bioresmethrin,6.2e-4 -Oncorhynchus mykiss,Biphenyl,1.6658331248957683 -Oncorhynchus mykiss,Bitertanol,2.2 -Oncorhynchus mykiss,Boric acid,78.99999999999999 -Oncorhynchus mykiss,Boscalid,2.7 -Oncorhynchus mykiss,Bromacil,36 -Oncorhynchus mykiss,Bromofenoxim,0.20000000000000004 -Oncorhynchus mykiss,Bromoxynil,6.133514490078261 -Oncorhynchus mykiss,Bromuconazole,2.181742422927143 -Oncorhynchus mykiss,Butafenacil,3.9 -Oncorhynchus mykiss,Butamiphos,4.1 -Oncorhynchus mykiss,Butralin,0.37 -Oncorhynchus mykiss,Butylate,5.463027469463571 -Oncorhynchus mykiss,Cadusafos,0.132 -Oncorhynchus mykiss,Captafol,0.028001116004705374 -Oncorhynchus mykiss,Captan,0.09369769649785313 -Oncorhynchus mykiss,Carbaryl,1.9121868546943852 -Oncorhynchus mykiss,Carbendazim,0.28774975632149163 -Oncorhynchus mykiss,Carbofuran,0.42066391649117835 -Oncorhynchus mykiss,Carboxin,3.4188383763007715 -Oncorhynchus mykiss,Carfentrazone-ethyl,1.6 -Oncorhynchus mykiss,Chlorbromuron,2.9928050775697597 -Oncorhynchus mykiss,Chlordane,0.018761663039293722 -Oncorhynchus mykiss,Chlorethoxyfos,0.08900000000000001 -Oncorhynchus mykiss,Chlorfenac,11.000000000000002 -Oncorhynchus mykiss,Chlorfenapyr,0.007439999999999998 -Oncorhynchus mykiss,Chlorfenvinphos,0.51 -Oncorhynchus mykiss,Chlorimuron-ethyl,8.4 -Oncorhynchus mykiss,Chloroneb,3.6999999999999997 -Oncorhynchus mykiss,Chloropicrin,0.005140000000000001 -Oncorhynchus mykiss,Chlorothalonil,0.030487431587239922 -Oncorhynchus mykiss,Chlorotoluron,38.05831305510124 -Oncorhynchus mykiss,Chloroxuron,5.541492781077518 -Oncorhynchus mykiss,Chlorpropham,4.148975777225025 -Oncorhynchus mykiss,Chlorpyrifos,0.017951271261798105 -Oncorhynchus mykiss,Chlorpyrifos-methyl,0.07692002716113924 -Oncorhynchus mykiss,Chlorthal-dimethyl,14.071247279470287 -Oncorhynchus mykiss,Clethodim,18.999999999999996 -Oncorhynchus mykiss,Clodinafop-propargyl,0.34205262752974136 -Oncorhynchus mykiss,Clomazone,18.999999999999996 -Oncorhynchus mykiss,Clopyralid,700.0000000000001 -Oncorhynchus mykiss,Coumaphos,1.309836820761996 -Oncorhynchus mykiss,Cyanazine,6 -Oncorhynchus mykiss,Cyazofamid,0.04311844153027798 -Oncorhynchus mykiss,Cycloate,5.7037759517833715 -Oncorhynchus mykiss,Cyfluthrin,2.153779449736794e-4 -Oncorhynchus mykiss,Cymoxanil,61.000000000000014 -Oncorhynchus mykiss,Cypermethrin,0.002214307784435924 -Oncorhynchus mykiss,Cyphenothrin,3.546829570193641e-4 -Oncorhynchus mykiss,Cyproconazole,18.999999999999996 -Oncorhynchus mykiss,Cyprodinil,2.41 -Oncorhynchus mykiss,Dalapon,100 -Oncorhynchus mykiss,Dazomet,1.2683089048827898 -Oncorhynchus mykiss,Deltamethrin,6.467727143126056e-4 -Oncorhynchus mykiss,Desmedipham,1.7 -Oncorhynchus mykiss,Diazinon,1.1734954319119757 -Oncorhynchus mykiss,Dicamba,63.43593062699694 -Oncorhynchus mykiss,Dichlobenil,8.939199680719094 -Oncorhynchus mykiss,Dichlorprop,2.077377020264196 -Oncorhynchus mykiss,Dichlorvos,0.2738612787525831 -Oncorhynchus mykiss,Diclofop-methyl,0.5905652418564616 -Oncorhynchus mykiss,Dicloran,1.5429929986842361 -Oncorhynchus mykiss,Dicofol,0.2913767277471135 -Oncorhynchus mykiss,Dicrotophos,6.3 -Oncorhynchus mykiss,Diethatyl-ethyl,2.85 -Oncorhynchus mykiss,Difenoconazole,0.9266067126888301 -Oncorhynchus mykiss,Diflubenzuron,219.46638561027302 -Oncorhynchus mykiss,Dimethametryn,5.000000000000001 -Oncorhynchus mykiss,Dimethenamid,2.6 -Oncorhynchus mykiss,Dimethoate,7.056441954203827 -Oncorhynchus mykiss,Dimethomorph,6.2 -Oncorhynchus mykiss,Dinitramine,0.7620345468444663 -Oncorhynchus mykiss,Dinocap,0.03888902276416687 -Oncorhynchus mykiss,Diphenamid,82.64785240698717 -Oncorhynchus mykiss,Dipropetryn,2.43 -Oncorhynchus mykiss,Diquat,11.199999999999998 -Oncorhynchus mykiss,Diquat dibromide,32.18695387886217 -Oncorhynchus mykiss,Disulfoton,5.309535211246846 -Oncorhynchus mykiss,Dithiopyr,0.46 -Oncorhynchus mykiss,Diuron,7.186294590795996 -Oncorhynchus mykiss,Emamectin benzoate,0.174 -Oncorhynchus mykiss,Endosulfan,9.179166128410858e-4 -Oncorhynchus mykiss,Endothal,5.238320341483518 -Oncorhynchus mykiss,EPN,0.18605102070495186 -Oncorhynchus mykiss,EPTC,20.86503090718943 -Oncorhynchus mykiss,Esfenvalerate,7.000000000000002e-5 -Oncorhynchus mykiss,Ethalfluralin,0.07093659140387279 -Oncorhynchus mykiss,Ethion,0.3073740939122558 -Oncorhynchus mykiss,Ethofumesate,10.130609180746921 -Oncorhynchus mykiss,Ethoprop,4.259712495373197 -Oncorhynchus mykiss,Etofenprox,0.0029849623113198604 -Oncorhynchus mykiss,Etridiazole,1.3622408010333562 -Oncorhynchus mykiss,Famoxadone,0.012000000000000002 -Oncorhynchus mykiss,Fenamidone,0.74 -Oncorhynchus mykiss,Fenamiphos,0.14027626400948637 -Oncorhynchus mykiss,Fenarimol,2.988511617402149 -Oncorhynchus mykiss,Fenazaquin,0.10618542015620121 -Oncorhynchus mykiss,Fenbuconazole,1.5 -Oncorhynchus mykiss,Fenhexamid,1.5482385187998988 -Oncorhynchus mykiss,Fenitrothion,2.4537813473535706 -Oncorhynchus mykiss,Fenoxaprop-ethyl,3.7841481853864685 -Oncorhynchus mykiss,Fenoxycarb,1.0276186062932104 -Oncorhynchus mykiss,Fenpropathrin,0.0058265135720611165 -Oncorhynchus mykiss,Fenpyroximate,8.056053624449131e-4 -Oncorhynchus mykiss,Fenthion,0.9720718636744103 -Oncorhynchus mykiss,Fenuron,204 -Oncorhynchus mykiss,Fenvalerate,8.124265287355278e-4 -Oncorhynchus mykiss,Fipronil,0.24599999999999997 -Oncorhynchus mykiss,Flazasulfuron,115.00000000000003 -Oncorhynchus mykiss,Fluazifop-butyl,9.315375191362184 -Oncorhynchus mykiss,Fluazinam,0.06292853089020908 -Oncorhynchus mykiss,Fluchloralin,0.023095448435059153 -Oncorhynchus mykiss,Fludioxonil,0.4699999999999999 -Oncorhynchus mykiss,Flufenacet,4.514598542506299 -Oncorhynchus mykiss,Flumioxazin,2.3 -Oncorhynchus mykiss,Fluometuron,16.755707189857862 -Oncorhynchus mykiss,Fluopicolide,0.349 -Oncorhynchus mykiss,Fluorodifen,0.554 -Oncorhynchus mykiss,Fluoxastrobin,0.435 -Oncorhynchus mykiss,Fluridone,6.358765623887636 -Oncorhynchus mykiss,Fluthiacet-methyl,0.04299999999999999 -Oncorhynchus mykiss,Flutolanil,7.348469228349535 -Oncorhynchus mykiss,Flutriafol,21.866412600150028 -Oncorhynchus mykiss,Fluxapyroxad,2.4 -Oncorhynchus mykiss,Folpet,0.058264748427024254 -Oncorhynchus mykiss,Fosetyl-Al,180.1177392707337 -Oncorhynchus mykiss,Fosthiazate,111.00000000000004 -Oncorhynchus mykiss,Furfural,3.06 -Oncorhynchus mykiss,gamma-Cyhalothrin,2.4688398995196235e-4 -Oncorhynchus mykiss,Glufosinate-ammonium,16.97725794059707 -Oncorhynchus mykiss,Glyphosate,42.07229008432184 -Oncorhynchus mykiss,Hexaconazole,3.8 -Oncorhynchus mykiss,Hexazinone,440.5459646808408 -Oncorhynchus mykiss,Hydramethylnon,0.12218229488579213 -Oncorhynchus mykiss,Imazalil,1.7204650534085253 -Oncorhynchus mykiss,Imazaquin,280.0000000000001 -Oncorhynchus mykiss,Imazethapyr,343.9999999999999 -Oncorhynchus mykiss,Imidacloprid,228.99999999999997 -Oncorhynchus mykiss,Imiprothrin,0.038 -Oncorhynchus mykiss,Indaziflam,0.572 -Oncorhynchus mykiss,Indoxacarb,0.5029822365444971 -Oncorhynchus mykiss,Ipconazole,1.53 -Oncorhynchus mykiss,Iprodione,4.2 -Oncorhynchus mykiss,Isofenphos,5.361764554918157 -Oncorhynchus mykiss,Isopropalin,0.803 -Oncorhynchus mykiss,Isoprothiolane,8.1 -Oncorhynchus mykiss,Isoxaflutole,159.99999999999991 -Oncorhynchus mykiss,Isoxathion,1.3 -Oncorhynchus mykiss,Kinoprene,350.99999999999983 -Oncorhynchus mykiss,Kresoxim-methyl,0.19 -Oncorhynchus mykiss,Lactofen,3.6999999999999997 -Oncorhynchus mykiss,lambda-Cyhalothrin,0.0018651811896135677 -Oncorhynchus mykiss,Linuron,7.118707747899191 -Oncorhynchus mykiss,Malathion,0.10454443897799912 -Oncorhynchus mykiss,Mandipropamid,4.4 -Oncorhynchus mykiss,MCPA,16.251835690058364 -Oncorhynchus mykiss,MCPB,0.07000000000000002 -Oncorhynchus mykiss,Mecoprop,10 -Oncorhynchus mykiss,Metaflumizone,0.732 -Oncorhynchus mykiss,Metalaxyl,68.09444776527505 -Oncorhynchus mykiss,Metam-sodium,34.1 -Oncorhynchus mykiss,Methamidophos,11.773530633766674 -Oncorhynchus mykiss,Methiocarb,1.1779691370802823 -Oncorhynchus mykiss,Methomyl,2.0778453909341175 -Oncorhynchus mykiss,Methoprene,6.851179039658685 -Oncorhynchus mykiss,Methoprotryne,9.864848297321881 -Oncorhynchus mykiss,Methoxychlor,0.025492890060832142 -Oncorhynchus mykiss,Methyl disulfide,0.96 -Oncorhynchus mykiss,Methyl iodide,1.33 -Oncorhynchus mykiss,Methyl parathion,5.556551211753028 -Oncorhynchus mykiss,Metobromuron,43.159545404759484 -Oncorhynchus mykiss,Metolachlor,7.12039324756716 -Oncorhynchus mykiss,Metoxuron,63.999999999999986 -Oncorhynchus mykiss,Metribuzin,78.94113887329027 -Oncorhynchus mykiss,Molinate,3.8439304726349297 -Oncorhynchus mykiss,Monocrotophos,5.09801281032075 -Oncorhynchus mykiss,Monuron,100 -Oncorhynchus mykiss,Myclobutanil,4.2 -Oncorhynchus mykiss,Naled,0.18325357579462706 -Oncorhynchus mykiss,Napropamide,10.835559516203393 -Oncorhynchus mykiss,Naptalam,76.1 -Oncorhynchus mykiss,Nicotine,4 -Oncorhynchus mykiss,Nitralin,29.999999999999996 -Oncorhynchus mykiss,Nitrofen,7 -Oncorhynchus mykiss,Nonanoic acid,91.00000000000001 -Oncorhynchus mykiss,Norflurazon,8.1 -Oncorhynchus mykiss,Novaluron,62.399999999999984 -Oncorhynchus mykiss,Octhilinone,0.056349181951539436 -Oncorhynchus mykiss,Oryzalin,3.353654722835969 -Oncorhynchus mykiss,Oxadiazon,3.742793790348711 -Oncorhynchus mykiss,Oxamyl,5.333723492341148 -Oncorhynchus mykiss,Oxycarboxin,19.9 -Oncorhynchus mykiss,Oxydemeton-methyl,4.86798863255233 -Oncorhynchus mykiss,Oxyfluorfen,0.3201562118716424 -Oncorhynchus mykiss,"p,p'-DDT",0.00687967183922479 -Oncorhynchus mykiss,Paraquat,15.000000000000004 -Oncorhynchus mykiss,Paraquat dichloride,25.62910305109848 -Oncorhynchus mykiss,Parathion,1.4271832809179752 -Oncorhynchus mykiss,Pebulate,7.4 -Oncorhynchus mykiss,Pendimethalin,1.5788834793270574 -Oncorhynchus mykiss,Pentachloronitrobenzene,0.543561371881695 -Oncorhynchus mykiss,Penthiopyrad,0.37069664147386067 -Oncorhynchus mykiss,Permethrin,0.007511787865094562 -Oncorhynchus mykiss,Phenmedipham,1.41 -Oncorhynchus mykiss,Phenothrin,0.004835286961494634 -Oncorhynchus mykiss,Phorate,0.019788570515086337 -Oncorhynchus mykiss,Phosalone,0.30740852297878796 -Oncorhynchus mykiss,Phosmet,0.4296546096464895 -Oncorhynchus mykiss,Phoxim,0.37876631305746267 -Oncorhynchus mykiss,Pinoxaden,2.35 -Oncorhynchus mykiss,Piperophos,6 -Oncorhynchus mykiss,Pirimicarb,103.87477232707995 -Oncorhynchus mykiss,Pirimiphos-methyl,0.7767473580768824 -Oncorhynchus mykiss,Potassium N-methyldithiocarbamate,62.20000000000001 -Oncorhynchus mykiss,Prallethrin,0.012000000000000002 -Oncorhynchus mykiss,Primisulfuron-methyl,209.99999999999991 -Oncorhynchus mykiss,Profenofos,0.026988199093737685 -Oncorhynchus mykiss,Prometon,14.876187079315905 -Oncorhynchus mykiss,Prometryn,4.5694638635183455 -Oncorhynchus mykiss,Propachlor,0.2672077843177478 -Oncorhynchus mykiss,Propanil,5.425863986500214 -Oncorhynchus mykiss,Propargite,0.1972770115876075 -Oncorhynchus mykiss,Propetamphos,1.5666524822052912 -Oncorhynchus mykiss,Propham,37.99999999999999 -Oncorhynchus mykiss,Propiconazole,3.6766391199764326 -Oncorhynchus mykiss,Propoxur,11.529675009137524 -Oncorhynchus mykiss,Propyzamide,27.626074639731204 -Oncorhynchus mykiss,Prothioconazole,1.7586074036009287 -Oncorhynchus mykiss,Pyraclostrobin,0.006200000000000001 -Oncorhynchus mykiss,Pyraflufen-ethyl,1.6 -Oncorhynchus mykiss,Pyrethrins,0.023514769900340234 -Oncorhynchus mykiss,Pyridaben,0.0010652733544169654 -Oncorhynchus mykiss,Pyridalyl,0.5 -Oncorhynchus mykiss,Pyridaphenthion,7.500000000000001 -Oncorhynchus mykiss,Pyrimethanil,10.100000000000001 -Oncorhynchus mykiss,Pyriproxyfen,0.45 -Oncorhynchus mykiss,Quinoxyfen,0.27 -Oncorhynchus mykiss,Quizalofop-ethyl,1.8222569914268227 -Oncorhynchus mykiss,Resmethrin,0.0016323986601008392 -Oncorhynchus mykiss,S-Metolachlor,11.900000000000002 -Oncorhynchus mykiss,Secbumeton,21.341359826940376 -Oncorhynchus mykiss,Sedaxane,1 -Oncorhynchus mykiss,Sethoxydim,14.2828568570857 -Oncorhynchus mykiss,Siduron,10.261578825892242 -Oncorhynchus mykiss,Simazine,63.50675301523866 -Oncorhynchus mykiss,Simetryn,7 -Oncorhynchus mykiss,Spiromesifen,0.03494796131393074 -Oncorhynchus mykiss,Spirotetramat,4.907056143962488 -Oncorhynchus mykiss,Sulfotepp,0.04242640687119285 -Oncorhynchus mykiss,tau-Fluvalinate,9.099999999999997e-4 -Oncorhynchus mykiss,Tebuconazole,4.4 -Oncorhynchus mykiss,Tebufenpyrad,0.017800000000000003 -Oncorhynchus mykiss,Tebupirimfos,2.22 -Oncorhynchus mykiss,Tebuthiuron,143.00000000000003 -Oncorhynchus mykiss,Tefluthrin,7.141428428542852e-4 -Oncorhynchus mykiss,Temephos,1.8611466017860174 -Oncorhynchus mykiss,Tepraloxydim,4.450000000000001 -Oncorhynchus mykiss,Terbacil,58.19525947146631 -Oncorhynchus mykiss,Terbufos,0.013193855621167878 -Oncorhynchus mykiss,Terbumeton,16.984992522418107 -Oncorhynchus mykiss,Terbutryn,1.682814066208514 -Oncorhynchus mykiss,Terbutylazine,5.044397159436237 -Oncorhynchus mykiss,Tetraconazole,3.91 -Oncorhynchus mykiss,Tetradifon,1.2480502938311424 -Oncorhynchus mykiss,Tetramethrin,0.008814760348415607 -Oncorhynchus mykiss,Thiabendazole,1.9750888209087625 -Oncorhynchus mykiss,Thiacloprid,30.199999999999992 -Oncorhynchus mykiss,Thiazopyr,3.4 -Oncorhynchus mykiss,Thiobencarb,1.0720816623516398 -Oncorhynchus mykiss,Thiodicarb,3.4500000000000006 -Oncorhynchus mykiss,Thiometon,3.2000000000000006 -Oncorhynchus mykiss,Thiophanate-methyl,10.956950978889898 -Oncorhynchus mykiss,Thiram,0.0825253385911933 -Oncorhynchus mykiss,Tolylfluanid,0.029999999999999995 -Oncorhynchus mykiss,Tralomethrin,0.01392061003791908 -Oncorhynchus mykiss,Tri-allate,1.0278175965119203 -Oncorhynchus mykiss,Triadimefon,13.850847623525397 -Oncorhynchus mykiss,Triadimenol,18.138357147217047 -Oncorhynchus mykiss,Triazamate,0.53 -Oncorhynchus mykiss,Trichlorfon,1.1736419923973547 -Oncorhynchus mykiss,Triclopyr,4.415073282286283 -Oncorhynchus mykiss,Tridiphane,0.53 -Oncorhynchus mykiss,Trifloxystrobin,0.013999999999999999 -Oncorhynchus mykiss,Trifluralin,0.07266350256549195 -Oncorhynchus mykiss,Triforine,21.399999999999995 -Oncorhynchus mykiss,Vernolate,4.912605229884845 -Oncorhynchus mykiss,Vinclozolin,6.2148209950086235 -Oncorhynchus mykiss,Z-Tetrachlorvinphos,0.43 -Oncorhynchus mykiss,Zoxamide,0.156 -Oncorhynchus nerka,Dichlorprop,0.7 -Oncorhynchus nerka,Glyphosate,26.699999999999996 -Oncorhynchus nerka,Hexazinone,452.9880573889272 -Oncorhynchus nerka,Triclopyr,1.5326188647871062 -Oncorhynchus tshawytscha,"2,4-Dichlorophenoxyacetic acid",4.8 -Oncorhynchus tshawytscha,Amitrole,154.99999999999997 -Oncorhynchus tshawytscha,Atrazine,26.5141471671257 -Oncorhynchus tshawytscha,Azinphos-methyl,0.004300000000000001 -Oncorhynchus tshawytscha,Boric acid,626.7609007728865 -Oncorhynchus tshawytscha,Captan,0.0823407554009556 -Oncorhynchus tshawytscha,Carbaryl,1.3719591201231267 -Oncorhynchus tshawytscha,Chlordane,0.05700000000000001 -Oncorhynchus tshawytscha,Diazinon,126.79708198535178 -Oncorhynchus tshawytscha,Dichlorprop,0.6 -Oncorhynchus tshawytscha,Dinoseb,0.15378881623837282 -Oncorhynchus tshawytscha,Diquat dibromide,28.5 -Oncorhynchus tshawytscha,Esfenvalerate,0.0167 -Oncorhynchus tshawytscha,Glyphosate,66.74769113488908 -Oncorhynchus tshawytscha,Hexazinone,479.92171755780845 -Oncorhynchus tshawytscha,Malathion,0.05253570214625479 -Oncorhynchus tshawytscha,Methoxychlor,0.027900000000000005 -Oncorhynchus tshawytscha,Metolachlor,12.999999999999998 -Oncorhynchus tshawytscha,Molinate,12.999999999999998 -Oncorhynchus tshawytscha,"p,p'-DDT",0.007320519107276479 -Oncorhynchus tshawytscha,Phosmet,0.15 -Oncorhynchus tshawytscha,Pyrethrins,0.0445 -Oncorhynchus tshawytscha,Simazine,77.49838707999025 -Oncorhynchus tshawytscha,Thiobencarb,0.76 -Oncorhynchus tshawytscha,Triclopyr,2.658024802348355 -Opsopoeodus emiliae,Thiobencarb,1.3160740131162838 -Oreochromis mossambicus,"2,4-Dichlorophenoxyacetic acid",1316.0529552628936 -Oreochromis mossambicus,Carbaryl,0.044 -Oreochromis mossambicus,Carbofuran,0.44 -Oreochromis mossambicus,Chlorpyrifos,0.020228301063520998 -Oreochromis mossambicus,Deltamethrin,0.25 -Oreochromis mossambicus,Dichlorvos,1.6734545483777634 -Oreochromis mossambicus,Endosulfan,0.001156796551931551 -Oreochromis mossambicus,Etofenprox,1.74 -Oreochromis mossambicus,Fenitrothion,5.05 -Oreochromis mossambicus,Fenthion,1.71 -Oreochromis mossambicus,Malathion,0.706471396098611 -Oreochromis mossambicus,Methomyl,0.88 -Oreochromis mossambicus,Methoxychlor,0.076 -Oreochromis mossambicus,Monocrotophos,11.499999999999998 -Oreochromis mossambicus,Monolinuron,54.000000000000014 -Oreochromis mossambicus,"p,p'-DDT",0.009600885565391175 -Oreochromis mossambicus,Phosalone,3.72 -Oreochromis mossambicus,Profenofos,0.2720000000000001 -Oreochromis mossambicus,Temephos,12.900000000000002 -Oreochromis niloticus,Alachlor,0.382 -Oreochromis niloticus,alpha-Cypermethrin,0.0034199999999999986 -Oreochromis niloticus,Atrazine,7.200000000000001 -Oreochromis niloticus,Bifenox,126.99999999999999 -Oreochromis niloticus,Carbaryl,4.990490957811666 -Oreochromis niloticus,Carbofuran,0.34169774572418526 -Oreochromis niloticus,Chlorfenvinphos,0.03899999999999999 -Oreochromis niloticus,Chlorothalonil,0.1095445115010332 -Oreochromis niloticus,Chlorpyrifos,0.13279348796301713 -Oreochromis niloticus,Chlorpyrifos-methyl,1.57 -Oreochromis niloticus,Cypermethrin,0.002601182893702775 -Oreochromis niloticus,Deltamethrin,0.014549914089093447 -Oreochromis niloticus,Diazinon,4.682307123630401 -Oreochromis niloticus,Dimethoate,1.1679165199609196 -Oreochromis niloticus,Endosulfan,0.01797396620832478 -Oreochromis niloticus,EPTC,225.0000000000001 -Oreochromis niloticus,Fenitrothion,5.96 -Oreochromis niloticus,Fenobucarb,2.300434741521698 -Oreochromis niloticus,Fenthion,1.9 -Oreochromis niloticus,Fenvalerate,0.014999999999999996 -Oreochromis niloticus,Hexazinone,213.5415650406263 -Oreochromis niloticus,Imazapyr,4.36 -Oreochromis niloticus,Malathion,1.2435290084602109 -Oreochromis niloticus,Methamidophos,50.559868610458125 -Oreochromis niloticus,Methomyl,1.995026810610311 -Oreochromis niloticus,Methyl parathion,18.999999999999996 -Oreochromis niloticus,Monocrotophos,4.900000000000001 -Oreochromis niloticus,Paraquat dichloride,10.862780491200217 -Oreochromis niloticus,Pirimiphos-methyl,0.0034699999999999987 -Oreochromis niloticus,Profenofos,2.02 -Oreochromis niloticus,Propoxur,7.8993670632525985 -Oreochromis niloticus,Pyridaphenthion,6.35 -Oreochromis niloticus,Thiodicarb,2.05 -Oreochromis niloticus,Trichlorfon,5.599999999999999 -Oreochromis niloticus,Trifluralin,54.400000000000006 -Oryzias latipes,"1,2-Dibromo-3-chloropropane",38.99999999999999 -Oryzias latipes,"1,3-Dichloropropene",1.5 -Oryzias latipes,"2,4-Dichlorophenoxyacetic acid",947.3142981859221 -Oryzias latipes,Aldicarb,0.36677155528530553 -Oryzias latipes,Allyl isothiocyanate,0.077 -Oryzias latipes,Antimony potassium tartrate trihydrate,173.00000000000003 -Oryzias latipes,Biphenyl,3.9 -Oryzias latipes,Butachlor,0.27999999999999997 -Oryzias latipes,Carbofuran,1.8099999999999998 -Oryzias latipes,Chlorpyrifos,0.025000000000000005 -Oryzias latipes,Diazinon,23.773625776060317 -Oryzias latipes,Dicofol,0.27999999999999997 -Oryzias latipes,Dinoseb,0.27999999999999997 -Oryzias latipes,EPN,0.29 -Oryzias latipes,Esprocarb,1.3 -Oryzias latipes,Fenitrothion,3.9530999454017377 -Oryzias latipes,Fenobucarb,9.8 -Oryzias latipes,Fenthion,2.6 -Oryzias latipes,Fipronil,0.0942 -Oryzias latipes,Fluopicolide,0.67 -Oryzias latipes,Iprobenfos,3.4 -Oryzias latipes,Isoprothiolane,9.3 -Oryzias latipes,Malathion,5.2115256883181535 -Oryzias latipes,Methyl bromide,0.7 -Oryzias latipes,Methyl disulfide,1.1 -Oryzias latipes,Methyl parathion,5.699122739510002 -Oryzias latipes,Molinate,26.500000000000004 -Oryzias latipes,Naled,3 -Oryzias latipes,Omethoate,138.99999999999997 -Oryzias latipes,Oxytetracycline,109.99999999999997 -Oryzias latipes,"p,p'-DDT",0.027690223124462524 -Oryzias latipes,Pentachloronitrobenzene,0.32 -Oryzias latipes,Permethrin,0.010999999999999998 -Oryzias latipes,Pretilachlor,2.4 -Oryzias latipes,Thiobencarb,2.522459476247053 -Oryzias latipes,Trichlorfon,259.00000000000006 -Perca flavescens,Acephate,49.99999999999999 -Perca flavescens,Allethrin,0.00914369358511936 -Perca flavescens,Azinphos-methyl,0.01345511068865933 -Perca flavescens,Captan,0.11999999999999998 -Perca flavescens,Carbaryl,2.601779425184565 -Perca flavescens,Carbofuran,0.2028581466906306 -Perca flavescens,Diflubenzuron,25.000000000000007 -Perca flavescens,Dinitramine,0.9205164082515889 -Perca flavescens,Diquat dibromide,43.8992183725938 -Perca flavescens,Fenitrothion,3.4121945349821234 -Perca flavescens,Fenthion,1.65 -Perca flavescens,Folpet,0.177 -Perca flavescens,Malathion,0.263 -Perca flavescens,Methoxychlor,0.02193766701127407 -Perca flavescens,Methyl parathion,3.06 -Perca flavescens,"p,p'-DDT",0.002255088047259037 -Perca flavescens,Phoxim,0.6230277240843627 -Perca flavescens,Pyrethrins,0.04474930167052888 -Perca flavescens,Resmethrin,8.515297941090322e-4 -Perca fluviatilis,Trichlorfon,0.62 -Phoxinus phoxinus,Dimethoate,0.5 -Phoxinus phoxinus,Prometryn,4.500000000000001 -Phoxinus phoxinus,Propiconazole,1.8 -Pimephales promelas,"1,3-Dichloropropene",1.256629172695572 -Pimephales promelas,"2-(2,4,5-Trichlorophenoxy)propionic acid",22.949527950326246 -Pimephales promelas,"2-Methyl-4,6-dinitrophenol",2.1280324051744066 -Pimephales promelas,"2,3,6-Trichlorobenzoic acid",0.2765863337187866 -Pimephales promelas,"2,4-DB",17.999999999999996 -Pimephales promelas,"2,4-Dichlorophenoxyacetic acid",141.48915787788454 -Pimephales promelas,3-Iodo-2-propynyl-N-butylcarbamate,0.20000000000000004 -Pimephales promelas,Acephate,223.60679774997897 -Pimephales promelas,Alachlor,5.000000000000001 -Pimephales promelas,Aldicarb,1.1227980633823116 -Pimephales promelas,Allethrin,0.05830952242519796 -Pimephales promelas,Allyl isothiocyanate,0.08560000000000001 -Pimephales promelas,Ametryn,9.549869109050658 -Pimephales promelas,Amitrole,100 -Pimephales promelas,Atrazine,17.320508075688775 -Pimephales promelas,Azinphos-methyl,0.4839953487621747 -Pimephales promelas,Benfluralin,0.1 -Pimephales promelas,Benomyl,1.7925377429233322 -Pimephales promelas,Biphenyl,2.5861235234078666 -Pimephales promelas,Bromacil,183.6588274616921 -Pimephales promelas,Bromoxynil,12.829407149893015 -Pimephales promelas,Butachlor,0.4447060772181392 -Pimephales promelas,Captan,0.13527087514271982 -Pimephales promelas,Carbaryl,8.22347343792931 -Pimephales promelas,Carbofuran,1.040899558842314 -Pimephales promelas,Chlordane,0.0951660766069854 -Pimephales promelas,Chlorothalonil,0.022600000000000002 -Pimephales promelas,Chlorpyrifos,0.18458059681735595 -Pimephales promelas,Chlorpyrifos-methyl,0.678 -Pimephales promelas,Clethodim,109.99999999999997 -Pimephales promelas,Coumaphos,17.999999999999996 -Pimephales promelas,Cyanazine,18.06004874543385 -Pimephales promelas,Cyfluthrin,0.0010800000000000004 -Pimephales promelas,Cyprazine,3.605495805017668 -Pimephales promelas,Dalapon,290 -Pimephales promelas,Diazinon,5.128451330386599 -Pimephales promelas,Dichlobenil,6.352248774695795 -Pimephales promelas,Dichlorvos,7.244745587857319 -Pimephales promelas,Dicofol,0.5538216582378314 -Pimephales promelas,Difenoconazole,1.8 -Pimephales promelas,Diflubenzuron,430.0000000000001 -Pimephales promelas,Dinitramine,1.5927245893836801 -Pimephales promelas,Dinoseb,0.20600104914685904 -Pimephales promelas,Diphenamid,47.99999999999999 -Pimephales promelas,Diquat,23.010432416623548 -Pimephales promelas,Diquat dibromide,32.72613634390713 -Pimephales promelas,Disulfoton,3.214341470212202 -Pimephales promelas,Dithianon,0.16499999999999998 -Pimephales promelas,Diuron,15.450037127078554 -Pimephales promelas,Endosulfan,0.001244146963373439 -Pimephales promelas,Endothal,15.491933384829666 -Pimephales promelas,EPN,0.18300691581788173 -Pimephales promelas,Esfenvalerate,2.8162133099029536e-4 -Pimephales promelas,Ethion,1.0755371391737194 -Pimephales promelas,Fenitrothion,4.301433108668765 -Pimephales promelas,Fenoxaprop-ethyl,7.119999999999999 -Pimephales promelas,Fenpropathrin,0.0023700000000000006 -Pimephales promelas,Fenthion,2.70547332462265 -Pimephales promelas,Fenvalerate,0.0026346394233312293 -Pimephales promelas,Fluazifop-butyl,0.37 -Pimephales promelas,Fluometuron,64.99999999999999 -Pimephales promelas,Fluridone,15.772681341954872 -Pimephales promelas,Flutolanil,4.8 -Pimephales promelas,Folpet,0.2163278628587221 -Pimephales promelas,Furfural,22.117280015922283 -Pimephales promelas,Glyphosate,13.642459757733567 -Pimephales promelas,Hexazinone,274 -Pimephales promelas,Hydramethylnon,0.07500000000000001 -Pimephales promelas,Indaziflam,0.77 -Pimephales promelas,Ioxynil,6.8 -Pimephales promelas,Isopropalin,0.4300634394918179 -Pimephales promelas,Malathion,13.07099649613422 -Pimephales promelas,MCPB,12.500000000000002 -Pimephales promelas,Methomyl,1.8870312919485244 -Pimephales promelas,Methoprene,10 -Pimephales promelas,Methoxychlor,0.021207389109622044 -Pimephales promelas,Methyl parathion,7.573128945954275 -Pimephales promelas,Metolachlor,8.19756061276768 -Pimephales promelas,Molinate,27.000000000000004 -Pimephales promelas,Monocrotophos,49.99999999999999 -Pimephales promelas,Naled,3.2999999999999994 -Pimephales promelas,Nonanoic acid,103.99999999999997 -Pimephales promelas,Octhilinone,0.14 -Pimephales promelas,Oleic acid,204.99999999999994 -Pimephales promelas,Oxamyl,6.293318859888832 -Pimephales promelas,"p,p'-DDT",0.017383013917663774 -Pimephales promelas,Parathion,1.7045396020287555 -Pimephales promelas,Penthiopyrad,0.6617401302626281 -Pimephales promelas,Permethrin,0.0152695329354056 -Pimephales promelas,Phorate,0.25 -Pimephales promelas,Phosalone,0.2124146887576281 -Pimephales promelas,Phosmet,7.827614154456193 -Pimephales promelas,Phoxim,2.9 -Pimephales promelas,Pinoxaden,20.000000000000004 -Pimephales promelas,Pirimiphos-methyl,2.5 -Pimephales promelas,Profenofos,0.08461382865702272 -Pimephales promelas,Propanil,8.695884472203586 -Pimephales promelas,Propoxur,14.832396974191333 -Pimephales promelas,Pyrethrins,0.15388307249337077 -Pimephales promelas,Pyridaben,0.002300000000000001 -Pimephales promelas,Resmethrin,0.003960775943177357 -Pimephales promelas,Sedaxane,0.91 -Pimephales promelas,Simazine,25.365302821539988 -Pimephales promelas,Sulfluramid,0.189 -Pimephales promelas,Sulfotepp,0.178 -Pimephales promelas,Temephos,34.1 -Pimephales promelas,Terbufos,0.056394625221810955 -Pimephales promelas,Terbumeton,49.69909455915671 -Pimephales promelas,Thiram,0.02167763824774276 -Pimephales promelas,Tralkoxydim,44 -Pimephales promelas,Trichlorfon,43.599951665445495 -Pimephales promelas,Trichloroacetic acid,2000.0000000000002 -Pimephales promelas,Tridiphane,1.32 -Pimephales promelas,Trifluralin,0.11882736556676546 -Platygobio gracilis,Carbofuran,2.2747307532980687 -Poecilia reticulata,"1,3-Dichloropropene",1.06 -Poecilia reticulata,"2,4-Dichlorophenoxyacetic acid",24.30865243245863 -Poecilia reticulata,"2,4,5-Trichlorophenoxyacetic acid",28.099999999999994 -Poecilia reticulata,Aldicarb,0.666 -Poecilia reticulata,Ametryn,1.8090366592169196 -Poecilia reticulata,Amitrole,482.40646761833494 -Poecilia reticulata,Atrazine,21.66663829472004 -Poecilia reticulata,Azinphos-methyl,0.2749545416973504 -Poecilia reticulata,Bromofenoxim,0.17999999999999997 -Poecilia reticulata,Carbaryl,3.8425013197268827 -Poecilia reticulata,Carbon disulfide,3.4583232931581165 -Poecilia reticulata,Chlorbromuron,7.999999999999999 -Poecilia reticulata,Chlordane,0.2545387986142781 -Poecilia reticulata,Chlorfenvinphos,0.9616118754203165 -Poecilia reticulata,Chlorotoluron,48.99999999999999 -Poecilia reticulata,Chloroxuron,3.2000000000000006 -Poecilia reticulata,Chlorpyrifos,0.035523513339758506 -Poecilia reticulata,Chlorpyrifos-methyl,2.9005171952601834 -Poecilia reticulata,Coumaphos,0.56 -Poecilia reticulata,Cypermethrin,0.04437116180583961 -Poecilia reticulata,Cyphenothrin,0.04869999999999999 -Poecilia reticulata,Dalapon,222.89997756841535 -Poecilia reticulata,Deltamethrin,0.016 -Poecilia reticulata,Desmetryn,9.499999999999998 -Poecilia reticulata,Diazinon,1.9968795202155665 -Poecilia reticulata,Dichlorvos,3.2999999999999994 -Poecilia reticulata,Dimethametryn,3 -Poecilia reticulata,Dimethoate,37.48105429923136 -Poecilia reticulata,Dinoseb,0.3382098786141162 -Poecilia reticulata,Diquat dibromide,20.600000000000005 -Poecilia reticulata,Disulfoton,0.27999999999999997 -Poecilia reticulata,Endosulfan,0.0028835373202231993 -Poecilia reticulata,Endothal,181.94999312998058 -Poecilia reticulata,EPN,0.03200000000000001 -Poecilia reticulata,Ethion,0.13000000000000003 -Poecilia reticulata,Fenitrothion,2.8057084666800294 -Poecilia reticulata,Fenthion,3.5135582944343136 -Poecilia reticulata,Fenuron,610.0000000000001 -Poecilia reticulata,Fluometuron,46 -Poecilia reticulata,Malathion,1.3174897950619717 -Poecilia reticulata,Methiocarb,1.26 -Poecilia reticulata,Methoxychlor,0.17776301604072733 -Poecilia reticulata,Methyl bromide,8.000000000000004e-4 -Poecilia reticulata,Methyl parathion,7.517982781947442 -Poecilia reticulata,Metolachlor,0.4209037894816344 -Poecilia reticulata,Metoxuron,115.00000000000003 -Poecilia reticulata,Monocrotophos,22.62498618784108 -Poecilia reticulata,Nitrofen,1.594992162990151 -Poecilia reticulata,Omethoate,47.99999999999999 -Poecilia reticulata,"p,p'-DDT",0.022783218805297722 -Poecilia reticulata,Paraquat,21.999999999999996 -Poecilia reticulata,Parathion,0.050199601592044535 -Poecilia reticulata,Permethrin,0.65 -Poecilia reticulata,Phosmet,4.1 -Poecilia reticulata,Piperophos,4 -Poecilia reticulata,Pirimicarb,350 -Poecilia reticulata,Pirimiphos-methyl,3.2496153618543837 -Poecilia reticulata,Profenofos,0.8 -Poecilia reticulata,Prometon,12.000000000000002 -Poecilia reticulata,Prometryn,7 -Poecilia reticulata,Propoxur,2.0394315813745436 -Poecilia reticulata,Simazine,19.312469234667844 -Poecilia reticulata,Temephos,8.037412518964047 -Poecilia reticulata,Terbutylazine,1.6 -Poecilia reticulata,Thiram,0.27 -Poecilia reticulata,Trichlorfon,21.074564860592623 -Poecilia reticulata,Trichloroacetic acid,9160.000000000002 -Pogonichthys macrolepidotus,Diazinon,7.500000000000001 -Pogonichthys macrolepidotus,Esfenvalerate,6.892024376045109e-4 -Pomoxis nigromaculatus,Azinphos-methyl,0.003000000000000001 -Pomoxis nigromaculatus,Carbaryl,2.6 -Pomoxis nigromaculatus,"p,p'-DDT",0.005599999999999997 -Ptychocheilus lucius,Boric acid,344.88396854175556 -Ptychocheilus lucius,Carbaryl,2.6835029923630067 -Ptychocheilus lucius,Malathion,9.14 -Ptychocheilus lucius,"p,p'-DDT",0.5267876598713768 -Ptychocheilus lucius,Parathion,2.779882389123725 -Ptychocheilus lucius,Permethrin,0.02426593136013453 -Ptychocheilus oregonensis,"p,p'-DDT",0.05899818054333631 -Pungitius pungitius,Chlorpyrifos,0.004700000000000001 -Rutilus rutilus,Chlorpyrifos,0.11999999999999998 -Rutilus rutilus,Diazinon,4.500000000000001 -Rutilus rutilus,Dichlobenil,9.499999999999998 -Rutilus rutilus,Dimethoate,0.5 -Rutilus rutilus,Malathion,12.000000000000002 -Rutilus rutilus,Pirimiphos-methyl,0.84 -Rutilus rutilus,Propanil,2.5 -Rutilus rutilus,Propiconazole,1.8 -Rutilus rutilus,Temephos,2.4 -Salmo salar,Azinphos-methyl,0.0036062597044071894 -Salmo salar,Carbaryl,1.2583146109522052 -Salmo salar,Cypermethrin,0.0020000000000000005 -Salmo salar,Dimethoate,0.13000000000000003 -Salmo salar,Fenitrothion,1.10964708194112 -Salmo salar,Fenvalerate,0.0011999999999999995 -Salmo salar,Malathion,0.32 -Salmo salar,Methomyl,0.9775355857219161 -Salmo salar,Methoxychlor,0.011890169058943688 -Salmo salar,Naled,0.16499999999999998 -Salmo salar,"p,p'-DDT",0.0017999999999999997 -Salmo salar,Permethrin,0.0042426406871192875 -Salmo salar,Phoxim,0.45275686651973585 -Salmo salar,Propoxur,11.199999999999998 -Salmo salar,Pyrethrins,0.04000000000000001 -Salmo salar,Temephos,10.949632994635152 -Salmo salar,Trichlorfon,1.3796875194453115 -Salmo trutta,Atrazine,25.98076211353317 -Salmo trutta,Azinphos-methyl,0.0048629802258485025 -Salmo trutta,Captan,0.05514342730247604 -Salmo trutta,Carbaryl,2.552517622882486 -Salmo trutta,Carbofuran,0.4444722945510959 -Salmo trutta,Chlorsulfuron,38.98717737923586 -Salmo trutta,Coumaphos,0.73 -Salmo trutta,Cypermethrin,0.0011999999999999995 -Salmo trutta,Dichlorprop,84.24962907930217 -Salmo trutta,Dimethoate,0.13490737563232044 -Salmo trutta,Dinitramine,0.860463311050975 -Salmo trutta,Diquat,20.400000000000002 -Salmo trutta,Diquat dibromide,7.307530362578044 -Salmo trutta,Endosulfan,0.0012727922061357853 -Salmo trutta,Fenitrothion,2.063844626772653 -Salmo trutta,Fenoxaprop-ethyl,0.48000000000000004 -Salmo trutta,Fenthion,1.8569659944280124 -Salmo trutta,Folpet,0.05017591369493737 -Salmo trutta,Glyphosate,5.4 -Salmo trutta,Malathion,0.12683065862958479 -Salmo trutta,MCPA,300.0000000000001 -Salmo trutta,Methoxychlor,0.013999999999999999 -Salmo trutta,Methyl parathion,4.700000000000001 -Salmo trutta,"p,p'-DDT",0.006651245480798787 -Salmo trutta,Paraquat dichloride,82 -Salmo trutta,Phenothrin,0.010499999999999999 -Salmo trutta,Phoxim,0.3322164843465547 -Salmo trutta,Propiconazole,2.0169283576765933 -Salmo trutta,Propoxur,2.11 -Salmo trutta,Pyrethrins,0.03660040285787285 -Salmo trutta,Resmethrin,7.500000000000001e-4 -Salmo trutta,Simazine,76.22335600063802 -Salmo trutta,Terbufos,0.020000000000000004 -Salmo trutta,Trichlorfon,5.868674344424217 -Salvelinus alpinus,Dimethoate,0.13000000000000003 -Salvelinus fontinalis,Acephate,100 -Salvelinus fontinalis,Atrazine,5.556077753235641 -Salvelinus fontinalis,Azinphos-methyl,0.0011999999999999995 -Salvelinus fontinalis,Captan,0.034 -Salvelinus fontinalis,Carbaryl,1.9827058250253826 -Salvelinus fontinalis,Chlorpyrifos-methyl,0.15874010519681997 -Salvelinus fontinalis,Coumaphos,0.8 -Salvelinus fontinalis,Dazomet,0.5 -Salvelinus fontinalis,Diazinon,0.6235739265752471 -Salvelinus fontinalis,Diflubenzuron,70.71067811865474 -Salvelinus fontinalis,Fenitrothion,1.7429984242090357 -Salvelinus fontinalis,Fenthion,5.500000000000001 -Salvelinus fontinalis,Malathion,0.12489995996796796 -Salvelinus fontinalis,Methomyl,1.4887041543568567 -Salvelinus fontinalis,Methoxychlor,0.016611855423418854 -Salvelinus fontinalis,"p,p'-DDT",0.009806948602220629 -Salvelinus fontinalis,Parathion,1.745178565372833 -Salvelinus fontinalis,Permethrin,0.0031526319485938913 -Salvelinus fontinalis,Phenothrin,0.018499999999999996 -Salvelinus fontinalis,Phoxim,0.5184055168872408 -Salvelinus fontinalis,Propoxur,4.61519230368573 -Salvelinus fontinalis,Resmethrin,0.0028875573122561144 -Salvelinus fontinalis,Temephos,10.661716018648645 -Salvelinus fontinalis,Thiodicarb,4.450000000000001 -Salvelinus fontinalis,Trichlorfon,1.7839391053190161 -Salvelinus namaycush,"2,4-Dichlorophenoxyacetic acid",67.78823095274916 -Salvelinus namaycush,Allethrin,0.01642209989053187 -Salvelinus namaycush,Captan,0.05465173990200884 -Salvelinus namaycush,Carbaryl,0.9307370627786468 -Salvelinus namaycush,Carbofuran,0.16399999999999998 -Salvelinus namaycush,Chlorpyrifos,0.1411178005047429 -Salvelinus namaycush,Coumaphos,0.9544547583291818 -Salvelinus namaycush,Diazinon,0.6013325936878572 -Salvelinus namaycush,Dichlorvos,0.18497026400922478 -Salvelinus namaycush,Dicofol,0.087 -Salvelinus namaycush,Dimethoate,0.13000000000000003 -Salvelinus namaycush,Dinitramine,0.9910399574146666 -Salvelinus namaycush,Dinoseb,0.1278861635829487 -Salvelinus namaycush,Diuron,2.503727442829183 -Salvelinus namaycush,EPTC,14.019593080345006 -Salvelinus namaycush,Fenthion,2.0700189831416864 -Salvelinus namaycush,Folpet,0.056526079796992895 -Salvelinus namaycush,Malathion,0.09360632095038852 -Salvelinus namaycush,Methoxychlor,0.01665990837100792 -Salvelinus namaycush,Methyl parathion,5.180283572946549 -Salvelinus namaycush,Naled,0.087 -Salvelinus namaycush,"p,p'-DDT",0.009297849213662265 -Salvelinus namaycush,Parathion,1.7643967207426128 -Salvelinus namaycush,Pyrethrins,0.02998862531739455 -Salvelinus namaycush,Resmethrin,0.0012833052597820518 -Salvelinus namaycush,Temephos,2.4254105128625794 -Salvelinus namaycush,Trichlorfon,1.2940506590702763 -Sander vitreus,"1,3-Dichloropropene",1.08 -Sander vitreus,Coumaphos,0.78 -Sander vitreus,Diquat,1.844556550139932 -Sander vitreus,EPN,0.35 -Sander vitreus,Fluridone,1.8 -Sander vitreus,Malathion,0.06399999999999999 -Sander vitreus,Methoxychlor,0.019200000000000002 -Sander vitreus,Oxydemeton-methyl,17.999999999999996 -Sander vitreus,"p,p'-DDT",0.003652396473549934 -Sander vitreus,Phorate,0.13921206844235884 -Scardinius erythrophthalmus,Cypermethrin,4.0000000000000013e-4 -Silurus glanis,Deltamethrin,6.859999999999999e-4 -Silurus glanis,Diazinon,4.140000000000001 -Silurus glanis,Dichlorvos,16.7 -Tinca tinca,"2,4-Dichlorophenoxyacetic acid",800.0000000000003 -Tinca tinca,"2,4,5-Trichlorophenoxyacetic acid",8.3 -Tinca tinca,Diuron,15.499999999999996 -Tinca tinca,MCPA,45.00000000000001 -Tinca tinca,Methoxychlor,0.162 -Tinca tinca,Monolinuron,25.000000000000007 -Tinca tinca,"p,p'-DDT",0.37 -Tinca tinca,Propoxur,7.242129614248617 -Tinca tinca,Trichloroacetic acid,3419.9999999999986 -Umbra pygmaea,Malathion,0.24 -Xiphophorus helleri,Deltamethrin,2.87 -Xiphophorus helleri,Diazinon,14.300000000000002 -Xiphophorus maculatus,Deltamethrin,0.15 -Xiphophorus maculatus,Diazinon,10.5 -Xyrauchen texanus,Boric acid,247.4222100188113 -Xyrauchen texanus,Carbaryl,4.364709800317511 -Xyrauchen texanus,Permethrin,0.005963197498689849 diff --git a/invertebrate_data.csv b/invertebrate_data.csv deleted file mode 100644 index 8e05cd5..0000000 --- a/invertebrate_data.csv +++ /dev/null @@ -1,400 +0,0 @@ -Species name,Chemical name,LC50 or EC50 in mg per L -Aedes aegypti,Aldicarb,0.27 -Aedes aegypti,Cypermethrin,7.100000000000003e-4 -Aedes aegypti,Deltamethrin,1.5000000000000004e-4 -Aedes aegypti,Dimethoate,5.040000000000001 -Aedes aegypti,"p,p'-DDT",0.016248076809271924 -Aedes aegypti,Permethrin,5.993325912177947e-4 -Aedes aegypti,Resmethrin,0.0017999999999999997 -Asellus aquaticus,Azinphos-methyl,0.0048 -Asellus aquaticus,Chlorpyrifos,0.003029851481508623 -Asellus aquaticus,Methoxychlor,0.001 -Asellus aquaticus,Parathion,0.012000000000000002 -Baetis rhodani,Dimethoate,0.007000000000000002 -Baetis rhodani,Propiconazole,0.9 -Bosmina longirostris,"p,p'-DDT",6.299999999999999e-4 -Brachionus plicatilis,"2,4-Dichlorophenoxyacetic acid",598 -Brachionus plicatilis,Azinphos-ethyl,5.200000000000001 -Brachionus plicatilis,Dimethoate,217.9999999999999 -Brachionus plicatilis,Endosulfan,5.599999999999999 -Brachionus plicatilis,Omethoate,291.00000000000006 -Brachionus plicatilis,Trichlorfon,12.999999999999998 -Bulinus truncatus,Dimethoate,0.0029 -Bulinus truncatus,Methomyl,0.87 -Ceriodaphnia dubia,"2,4-Dichlorophenoxyacetic acid",315.5820020216616 -Ceriodaphnia dubia,"2,4,5-Trichlorophenoxyacetic acid",200.00000000000003 -Ceriodaphnia dubia,Alachlor,11.777361555904042 -Ceriodaphnia dubia,Atrazine,29.999999999999996 -Ceriodaphnia dubia,Bifenthrin,7.000000000000002e-5 -Ceriodaphnia dubia,Butachlor,3 -Ceriodaphnia dubia,Carbaryl,0.005957851961907078 -Ceriodaphnia dubia,Carbofuran,0.002280350850198277 -Ceriodaphnia dubia,Chlorfenvinphos,4.0000000000000013e-4 -Ceriodaphnia dubia,Chlorpyrifos,6.867348565470093e-5 -Ceriodaphnia dubia,Cyfluthrin,1.4000000000000004e-4 -Ceriodaphnia dubia,Diazinon,4.164197392251855e-4 -Ceriodaphnia dubia,Dichlorvos,1.3917614738165448e-4 -Ceriodaphnia dubia,Dicrotophos,0.019200000000000002 -Ceriodaphnia dubia,Endosulfan,0.16177237094139404 -Ceriodaphnia dubia,Endothal,48.28999896458893 -Ceriodaphnia dubia,Esfenvalerate,1.7958284996067984e-4 -Ceriodaphnia dubia,Fenthion,0.0017049926686059395 -Ceriodaphnia dubia,Fipronil,0.0185265991857849 -Ceriodaphnia dubia,lambda-Cyhalothrin,3.0000000000000014e-4 -Ceriodaphnia dubia,Malathion,0.001499614153323683 -Ceriodaphnia dubia,Methoxychlor,0.0141 -Ceriodaphnia dubia,Methyl parathion,0.001996509623580274 -Ceriodaphnia dubia,Metolachlor,15.930000000000003 -Ceriodaphnia dubia,Metribuzin,35.453178079355254 -Ceriodaphnia dubia,Molinate,0.605 -Ceriodaphnia dubia,Nitrofen,0.216899976947901 -Ceriodaphnia dubia,"p,p'-DDT",8.299999999999997e-4 -Ceriodaphnia dubia,Parathion,2.300000000000001e-4 -Ceriodaphnia dubia,Permethrin,5.744562646538026e-4 -Ceriodaphnia dubia,Profenofos,4.0999999999999994e-5 -Ceriodaphnia dubia,Propanil,2.9547008355651574 -Ceriodaphnia dubia,Terbumeton,104.95713410721542 -Ceriodaphnia dubia,Thiobencarb,0.5119960937350987 -Ceriodaphnia dubia,Tralomethrin,2.5999999999999987e-4 -Chironomus riparius,Alachlor,10 -Chironomus riparius,Aldicarb,0.0130384048104053 -Chironomus riparius,Atrazine,1 -Chironomus riparius,Butylate,37 -Chironomus riparius,Carbaryl,0.09895453501482385 -Chironomus riparius,Carbofuran,0.05600000000000001 -Chironomus riparius,EPTC,56.00000000000001 -Chironomus riparius,Metribuzin,43.50000000000001 -Chironomus riparius,Parathion,0.003939543120718444 -Chironomus riparius,Phorate,0.10799999999999998 -Chironomus riparius,Propachlor,1.8 -Chironomus riparius,Tri-allate,1.1090536506409416 -Chironomus riparius,Trifluralin,1 -Chydorus sphaericus,Imidacloprid,133 -Daphnia longispina,Chlorpyrifos,4.898979485566358e-4 -Daphnia longispina,Dimethoate,0.0025999999999999986 -Daphnia longispina,Endosulfan,3.0000000000000014e-4 -Daphnia longispina,Methomyl,0.01656505240408011 -Daphnia longispina,Propanil,6.907286400730212 -Daphnia magna,"1,3-Dichloropropene",4.698797251812989 -Daphnia magna,"2-(2,4,5-Trichlorophenoxy)propionic acid",140.00000000000006 -Daphnia magna,"2-Methyl-4,6-dinitrophenol",3.3458173884127547 -Daphnia magna,"2,4-Dichlorophenoxyacetic acid",73.57503143486151 -Daphnia magna,"2,4,5-Trichlorophenoxyacetic acid",5.000000000000001 -Daphnia magna,3-Iodo-2-propynyl-N-butylcarbamate,0.04000000000000001 -Daphnia magna,Acifluorfen,20.000000000000004 -Daphnia magna,Aldicarb,0.3186548351047593 -Daphnia magna,alpha-Cyhalothrin,0.00220454076850486 -Daphnia magna,Ametryn,39.99999999999999 -Daphnia magna,Aminocyclopyrachlor,39.70000000000001 -Daphnia magna,Antimony potassium tartrate trihydrate,5.787918451395113 -Daphnia magna,Atrazine,28.758058356490757 -Daphnia magna,Azinphos-methyl,0.002569046515733027 -Daphnia magna,Aziprotryne,26 -Daphnia magna,Azoxystrobin,0.15999660877890423 -Daphnia magna,Bifenthrin,0.0015055321642817204 -Daphnia magna,Biphenyl,1.451804993766713 -Daphnia magna,Boric acid,158.7098594442321 -Daphnia magna,Bromoxynil,0.040999999999999995 -Daphnia magna,Butachlor,1.8221941562303399 -Daphnia magna,Carbaryl,0.040243999635152156 -Daphnia magna,Carbendazim,0.12032993603212475 -Daphnia magna,Carbofuran,0.06882101238094213 -Daphnia magna,Carbon disulfide,2.1 -Daphnia magna,Chlordane,0.09840000000000002 -Daphnia magna,Chlorfenvinphos,1.3601470508735443 -Daphnia magna,Chlornitrofen,0.424 -Daphnia magna,Chlorothalonil,0.13621897394155066 -Daphnia magna,Chloroxuron,2.95 -Daphnia magna,Chlorpyrifos,0.0022938883397499972 -Daphnia magna,Cyanazine,43.37626078859264 -Daphnia magna,Cyfluthrin,3.9841035762817266e-4 -Daphnia magna,Cypermethrin,9.949874371066197e-4 -Daphnia magna,Dazomet,0.55 -Daphnia magna,Deltamethrin,6.499618315878822e-5 -Daphnia magna,Desmetryn,26 -Daphnia magna,Diazinon,0.0010122848104252426 -Daphnia magna,Dichlorvos,9.596671140545822e-4 -Daphnia magna,Dicofol,0.07999999999999999 -Daphnia magna,Diflubenzuron,0.004530431618186212 -Daphnia magna,Dimethoate,1.7055589947941434 -Daphnia magna,Dinoseb,0.24 -Daphnia magna,Diphenamid,58.00000000000001 -Daphnia magna,Diquat,2.337995214742176 -Daphnia magna,Diquat dibromide,3 -Daphnia magna,Disulfoton,0.05500000000000001 -Daphnia magna,Diuron,0.4 -Daphnia magna,Endosulfan,0.31756275461932904 -Daphnia magna,EPN,6.000000000000003e-5 -Daphnia magna,EPTC,4.700000000000001 -Daphnia magna,Esfenvalerate,3.834405917039584e-4 -Daphnia magna,Ethion,5.600000000000003e-5 -Daphnia magna,Fenitrothion,0.004849805321234704 -Daphnia magna,Fenobucarb,0.09959919678390984 -Daphnia magna,Fenthion,0.013416407864998738 -Daphnia magna,Fenvalerate,9.746582414212125e-4 -Daphnia magna,Fluridone,4.441606535106545 -Daphnia magna,Fosthiazate,0.66 -Daphnia magna,Furfural,21.63330765278393 -Daphnia magna,Glyphosate,27.657145093799254 -Daphnia magna,Hexazinone,152.00000000000003 -Daphnia magna,Imidacloprid,32.67004665384954 -Daphnia magna,Isopropalin,0.029999999999999995 -Daphnia magna,Lactofen,3.0665316076835483 -Daphnia magna,lambda-Cyhalothrin,6.368673331236262e-4 -Daphnia magna,Linuron,0.31 -Daphnia magna,Malathion,0.002436747651431179 -Daphnia magna,MCPA,11.000000000000002 -Daphnia magna,Metalaxyl,155.91023058157543 -Daphnia magna,Metalaxyl-M,73.23387194461318 -Daphnia magna,Methamidophos,0.06491188059198315 -Daphnia magna,Methomyl,0.01244507934888324 -Daphnia magna,Methoprene,1.04 -Daphnia magna,Methoprotryne,42.00000000000001 -Daphnia magna,Methoxychlor,0.019931650422730283 -Daphnia magna,Methyl bromide,2.2 -Daphnia magna,Methyl disulfide,1.61 -Daphnia magna,Methyl parathion,0.005669811010310575 -Daphnia magna,Metolachlor,12.999999999999998 -Daphnia magna,Metoxuron,159.99999999999991 -Daphnia magna,Molinate,7.500000000000001 -Daphnia magna,Monocrotophos,0.388 -Daphnia magna,Monolinuron,1.3 -Daphnia magna,Nitralin,0.004000000000000001 -Daphnia magna,Octhilinone,0.17999999999999997 -Daphnia magna,Omethoate,0.021 -Daphnia magna,Oxadiazon,3.16227766 -Daphnia magna,"p,p'-DDT",0.012420314465224014 -Daphnia magna,Paraquat,2.960436091944428 -Daphnia magna,Paraquat dichloride,5.990426183951372 -Daphnia magna,Parathion,0.0016386072898792248 -Daphnia magna,Pendimethalin,52.999999999999986 -Daphnia magna,Permethrin,0.001298983469165957 -Daphnia magna,Phenothrin,0.007100000000000003 -Daphnia magna,Phorate,0.019500000000000003 -Daphnia magna,Phosmet,0.018465271054276755 -Daphnia magna,Pirimicarb,0.016 -Daphnia magna,Pirimiphos-methyl,2.1424285285628566e-4 -Daphnia magna,Prometon,37.99999999999999 -Daphnia magna,Prometryn,9.700000000000001 -Daphnia magna,Propachlor,2.4 -Daphnia magna,Propanil,4.217285857041231 -Daphnia magna,Propazine,11.000000000000002 -Daphnia magna,Propiconazole,7.25900585162376 -Daphnia magna,Propoxur,0.30443002096322963 -Daphnia magna,Pyraclostrobin,0.068 -Daphnia magna,Simazine,10.168579055108928 -Daphnia magna,Simetryn,49.99999999999999 -Daphnia magna,Sulfotepp,2.300000000000001e-4 -Daphnia magna,Tebuconazole,0.75 -Daphnia magna,Temephos,4.000000000000001e-5 -Daphnia magna,Terbumeton,44 -Daphnia magna,Terbutryn,7.1 -Daphnia magna,Tetraconazole,7.200000000000001 -Daphnia magna,Tetradifon,7.84780224011793 -Daphnia magna,Thiacloprid,88.00000000000001 -Daphnia magna,Thiobencarb,2.7549324101990282 -Daphnia magna,Thiometon,5.49 -Daphnia magna,Thiophanate-methyl,6.44980619863884 -Daphnia magna,Thiram,0.04582575694955841 -Daphnia magna,Tralomethrin,7.54983443527075e-5 -Daphnia magna,Tri-allate,0.05700000000000001 -Daphnia magna,Trichlorfon,0.0017103035375009854 -Daphnia magna,Trichloroacetic acid,967.3452759094966 -Daphnia magna,Trietazine,6 -Daphnia magna,Trifloxystrobin,0.74 -Daphnia magna,Trifluralin,0.39262485378475537 -Daphnia pulex,"2-Methyl-4,6-dinitrophenol",0.145 -Daphnia pulex,"2,4-Dichlorophenoxyacetic acid",3.2000000000000006 -Daphnia pulex,Alachlor,9.674709297958257 -Daphnia pulex,Allethrin,0.021 -Daphnia pulex,Atrazine,41.19769411022904 -Daphnia pulex,Biphenyl,1.6 -Daphnia pulex,Carbaryl,0.006263788225870182 -Daphnia pulex,Carbofuran,0.039686269665968874 -Daphnia pulex,Chlorfenac,4.500000000000001 -Daphnia pulex,Chlorpyrifos,3.5079747054318435e-4 -Daphnia pulex,Dalapon,11.000000000000002 -Daphnia pulex,Diazinon,7.76393607665631e-4 -Daphnia pulex,Dichlobenil,3.6999999999999997 -Daphnia pulex,Dichlorvos,6.797058187186577e-5 -Daphnia pulex,Diquat,0.34641016151377546 -Daphnia pulex,Diuron,1.4 -Daphnia pulex,Ethion,0.0028000000000000013 -Daphnia pulex,Fenthion,0.0011024737714497336 -Daphnia pulex,Fipronil,0.015600000000000001 -Daphnia pulex,Malathion,0.0018973665961010285 -Daphnia pulex,Methoxychlor,7.799999999999999e-4 -Daphnia pulex,Naled,3.741657386773942e-4 -Daphnia pulex,Nicotine,0.24200000000000002 -Daphnia pulex,"p,p'-DDT",9.105538412157086e-4 -Daphnia pulex,Paraquat,3.8470768123342696 -Daphnia pulex,Paraquat dichloride,1.7663521732655694 -Daphnia pulex,Parathion,6.752777206453655e-4 -Daphnia pulex,Permethrin,0.007624410996498565 -Daphnia pulex,Pirimicarb,0.019099999999999995 -Daphnia pulex,Propham,8.944271909999157 -Daphnia pulex,Propoxur,0.001 -Daphnia pulex,Pyrethrins,0.025000000000000005 -Daphnia pulex,Simazine,197.61174054190204 -Daphnia pulex,Trichlorfon,1.7999999999999998e-4 -Daphnia pulex,Triclopyr,1.2 -Daphnia pulex,Trifluralin,0.3310709011657345 -Gammarus pseudolimnaeus,Benomyl,0.75 -Gammarus pseudolimnaeus,Methomyl,0.9828529900244493 -Gammarus pseudolimnaeus,Permethrin,1.7000000000000007e-4 -Gammarus pulex,Carbaryl,0.025000000000000005 -Gammarus pulex,Dimethoate,0.0021999999999999997 -Gammarus pulex,Methomyl,0.76 -Indoplanorbis exustus,"1,2-Dibromo-3-chloropropane",57.00000000000001 -Indoplanorbis exustus,"2-Amino-3-chloro-1,4-naphthoquinone",3.5000000000000004 -Indoplanorbis exustus,Alachlor,10 -Indoplanorbis exustus,Ametryn,6 -Indoplanorbis exustus,Anilazine,0.85 -Indoplanorbis exustus,Benfluralin,28 -Indoplanorbis exustus,Benzomate,34 -Indoplanorbis exustus,Binapacryl,25.000000000000007 -Indoplanorbis exustus,Blasticidin-S,3.4 -Indoplanorbis exustus,Bromopropylate,7 -Indoplanorbis exustus,Captafol,12.000000000000002 -Indoplanorbis exustus,Carbaryl,28.982753492378876 -Indoplanorbis exustus,Chlorbufam,16 -Indoplanorbis exustus,Chlorfenvinphos,11.000000000000002 -Indoplanorbis exustus,Chlornitrofen,33 -Indoplanorbis exustus,Chlorothalonil,15.000000000000004 -Indoplanorbis exustus,Cyanophos,74.00000000000001 -Indoplanorbis exustus,Demeton-S-methyl,35 -Indoplanorbis exustus,Dichlofluanid,7 -Indoplanorbis exustus,Dichlorvos,4.6000000000000005 -Indoplanorbis exustus,Dicofol,3 -Indoplanorbis exustus,Dimethoate,7.699999999999999 -Indoplanorbis exustus,Dinoseb,0.16 -Indoplanorbis exustus,Dithianon,84.99999999999999 -Indoplanorbis exustus,Edifenphos,5.3 -Indoplanorbis exustus,Endosulfan,21 -Indoplanorbis exustus,EPN,3.2000000000000006 -Indoplanorbis exustus,Ethion,32.00000000000001 -Indoplanorbis exustus,Fenitrothion,8.5 -Indoplanorbis exustus,Fenobucarb,39.99999999999999 -Indoplanorbis exustus,Fluorodifen,39.99999999999999 -Indoplanorbis exustus,Fluoronitrofen,3.9 -Indoplanorbis exustus,Folpet,35 -Indoplanorbis exustus,Fthalide,100 -Indoplanorbis exustus,Ioxynil,8.4 -Indoplanorbis exustus,Iprobenfos,12.999999999999998 -Indoplanorbis exustus,Isoprocarb,21.999999999999996 -Indoplanorbis exustus,Kasugamycin,5.000000000000001 -Indoplanorbis exustus,Mecarbam,17 -Indoplanorbis exustus,Methomyl,6.6 -Indoplanorbis exustus,Methyl parathion,10 -Indoplanorbis exustus,Nitrofen,3.2000000000000006 -Indoplanorbis exustus,"p,p'-DDT",5.500000000000001 -Indoplanorbis exustus,Paraquat,7.200000000000001 -Indoplanorbis exustus,Pebulate,52.999999999999986 -Indoplanorbis exustus,Pentanochlor,26 -Indoplanorbis exustus,Phenmedipham,32.00000000000001 -Indoplanorbis exustus,Phosalone,9.2 -Indoplanorbis exustus,Propanil,13.999999999999998 -Indoplanorbis exustus,Thiobencarb,15.000000000000004 -Indoplanorbis exustus,Thiometon,20.000000000000004 -Indoplanorbis exustus,Thiophanate,100 -Indoplanorbis exustus,Trichlorfon,1.8 -Indoplanorbis exustus,Trifluralin,29.999999999999996 -Lymnaea stagnalis,Carbaryl,10.700000000000003 -Lymnaea stagnalis,Chlorpyrifos,0.0027 -Lymnaea stagnalis,Fenthion,3.2000000000000006 -Moina macrocopa,Antimony potassium tartrate trihydrate,8.95 -Moina macrocopa,Butachlor,3.16227766 -Moina macrocopa,Carbaryl,0.1 -Moina macrocopa,Chlornitrofen,0.413 -Moina macrocopa,Diazinon,0.001 -Moina macrocopa,Endosulfan,0.16 -Moina macrocopa,Fenitrothion,0.03776060509190499 -Moina macrocopa,Fenobucarb,0.1 -Moina macrocopa,Fenthion,0.031622777000000005 -Moina macrocopa,Methoprene,0.34 -Moina macrocopa,Oxadiazon,0.316227766 -Moina macrocopa,Simetryn,32.00000000000001 -Moina macrocopa,Thiobencarb,3.16227766 -Physa fontinalis,Diazinon,2.5 -Physa fontinalis,Dichlorvos,1.9 -Physa fontinalis,Fenitrothion,1.9 -Physa fontinalis,Methoprene,10.599999999999998 -Physella acuta,"1,2-Dibromo-3-chloropropane",23.999999999999993 -Physella acuta,"2-Amino-3-chloro-1,4-naphthoquinone",2 -Physella acuta,Alachlor,8.4 -Physella acuta,Ametryn,6.2 -Physella acuta,Anilazine,1 -Physella acuta,Benfluralin,25.000000000000007 -Physella acuta,Benzomate,17.999999999999996 -Physella acuta,Binapacryl,29 -Physella acuta,Blasticidin-S,5.000000000000001 -Physella acuta,Bromopropylate,2.4 -Physella acuta,Captafol,35 -Physella acuta,Carbaryl,27.000000000000004 -Physella acuta,Chlorbufam,10 -Physella acuta,Chlorfenvinphos,7.200000000000001 -Physella acuta,Chlornitrofen,16 -Physella acuta,Chlorothalonil,37 -Physella acuta,Cyanophos,25.000000000000007 -Physella acuta,Demeton-S-methyl,29.999999999999996 -Physella acuta,Diazinon,4.8 -Physella acuta,Dichlofluanid,7 -Physella acuta,Dichlorvos,12.000000000000002 -Physella acuta,Dicofol,1.6 -Physella acuta,Dimethoate,6.7 -Physella acuta,Dinoseb,0.17000000000000004 -Physella acuta,Dithianon,64.99999999999999 -Physella acuta,Edifenphos,5.500000000000001 -Physella acuta,Endosulfan,6.4 -Physella acuta,EPN,1.8 -Physella acuta,Ethion,8.8 -Physella acuta,Fenitrothion,15.000000000000004 -Physella acuta,Fenobucarb,29.999999999999996 -Physella acuta,Fluorodifen,12.999999999999998 -Physella acuta,Fluoronitrofen,12.000000000000002 -Physella acuta,Folpet,21 -Physella acuta,Fthalide,100 -Physella acuta,Ioxynil,9 -Physella acuta,Iprobenfos,20.000000000000004 -Physella acuta,Isoprocarb,6.5 -Physella acuta,Kasugamycin,5.599999999999999 -Physella acuta,Mecarbam,5.700000000000001 -Physella acuta,Methomyl,17.999999999999996 -Physella acuta,Methyl parathion,11.000000000000002 -Physella acuta,Nitrofen,2.2 -Physella acuta,"p,p'-DDT",3.5000000000000004 -Physella acuta,Paraquat,17 -Physella acuta,Pebulate,57.00000000000001 -Physella acuta,Pentanochlor,21.999999999999996 -Physella acuta,Phenmedipham,22.999999999999996 -Physella acuta,Phosalone,5.599999999999999 -Physella acuta,Propanil,8.8 -Physella acuta,Thiobencarb,5.200000000000001 -Physella acuta,Thiometon,10 -Physella acuta,Thiophanate,100 -Physella acuta,Trichlorfon,3.2000000000000006 -Physella acuta,Trifluralin,29.999999999999996 -Simocephalus serrulatus,"2,4-Dichlorophenoxyacetic acid",4.900000000000001 -Simocephalus serrulatus,Allethrin,0.05600000000000001 -Simocephalus serrulatus,Azinphos-ethyl,0.004098780306383842 -Simocephalus serrulatus,Carbaryl,0.0077974354758471726 -Simocephalus serrulatus,Chlorfenac,6.6 -Simocephalus serrulatus,Coumaphos,1e-4 -Simocephalus serrulatus,Dalapon,16 -Simocephalus serrulatus,Diazinon,0.0016733200530681515 -Simocephalus serrulatus,Dichlobenil,5.799999999999999 -Simocephalus serrulatus,Dichlorvos,2.5999999999999987e-4 -Simocephalus serrulatus,Dicrotophos,0.27 -Simocephalus serrulatus,Diuron,2 -Simocephalus serrulatus,Ethion,0.004700000000000001 -Simocephalus serrulatus,Fenthion,6.2e-4 -Simocephalus serrulatus,Malathion,0.0032403703492039308 -Simocephalus serrulatus,Methoxychlor,0.004999999999999999 -Simocephalus serrulatus,Naled,0.0010999999999999996 -Simocephalus serrulatus,"p,p'-DDT",0.002499999999999999 -Simocephalus serrulatus,Paraquat,3.8470768123342696 -Simocephalus serrulatus,Parathion,3.7e-4 -Simocephalus serrulatus,Propham,10 -Simocephalus serrulatus,Pyrethrins,0.04200000000000001 -Simocephalus serrulatus,Trichlorfon,3.1999999999999986e-4 -Simocephalus serrulatus,Trifluralin,0.7143304733856898 diff --git a/model_example.R b/model_example.R deleted file mode 100644 index 0469667..0000000 --- a/model_example.R +++ /dev/null @@ -1,39 +0,0 @@ -library(tidyverse) -library(caret) -library(ranger) - -### fish model - -# load the fish model -model_fish <-readRDS("model_fish.RDS") - -# show features required for predictions -model_fish$xNames - -# load fish example -example_data_fish <- read_csv("example_data_fish.csv") - -# make a prediction -pred_fish <- model_fish %>% predict(example_data_fish) -pred_fish$predictions - -# prediction is in log10(mg/L) --> make it mg/L -10^pred_fish$predictions - -### invertebrate model - -# load the invertebrate model -model_invertebrates <-readRDS("model_invertebrates.RDS") - -# show features required for predictions -model_invertebrates$xNames - -# load invertebrate example -example_data_invertebrates <- read_csv("example_data_invertebrates.csv") - -# make a prediction -pred_invertebrates <- model_invertebrates %>% predict(example_data_invertebrates) -pred_invertebrates$predictions - -# prediction is in log10(mg/L) --> make it mg/L -10^pred_invertebrates$predictions diff --git a/model_fish.RDS b/model_fish.RDS deleted file mode 100644 index 0e3c7bb..0000000 Binary files a/model_fish.RDS and /dev/null differ diff --git a/model_invertebrates.RDS b/model_invertebrates.RDS deleted file mode 100644 index 7ffce28..0000000 Binary files a/model_invertebrates.RDS and /dev/null differ diff --git a/multicoll_example.R b/multicoll_example.R deleted file mode 100644 index 6f501a8..0000000 --- a/multicoll_example.R +++ /dev/null @@ -1,12 +0,0 @@ -library(tidyverse) -library(caret) - -# source the function -source("multicoll_sol.R") - -# load some example data -data("BloodBrain") - -# run the function with a correlation cut-off of 0.7 -result <- multicoll_sol(bbbDescr, 0.7) -result diff --git a/multicoll_sol.R b/multicoll_sol.R index 5649bf9..84a4111 100644 --- a/multicoll_sol.R +++ b/multicoll_sol.R @@ -4,7 +4,7 @@ multicoll_sol <- function(data, cut) { - corr_mtx <- abs(cor(data)) + corr_mtx <- abs(cor(data, use = "pairwise.complete.obs")) caret_drop1 <- findCorrelation(corr_mtx, cutoff = cut) caret_drop_names1 <- names(data)[caret_drop1] @@ -53,7 +53,7 @@ multicoll_sol <- function(data, cut) { drop <- sort(c(drop, more_drop)) data2 <- data %>% select(-all_of(drop)) - corr_mtx2 <- abs(cor(data2)) + corr_mtx2 <- abs(cor(data2, use = "pairwise.complete.obs")) caret_drop2 <- findCorrelation(corr_mtx2, cutoff = cut) caret_drop_names2 <- names(data2)[caret_drop2] diff --git a/test_data.rds b/test_data.rds new file mode 100644 index 0000000..1773aa8 Binary files /dev/null and b/test_data.rds differ diff --git a/training_data.rds b/training_data.rds new file mode 100644 index 0000000..d0560e4 Binary files /dev/null and b/training_data.rds differ